2020-07-01 23:01:20,143 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/platform/dep/cuda-9.0-cudnn7.6 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -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, 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=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 0.5.9.dev20200617 MMAction: 0.1.0+0855fb8 ------------------------------------------------------------ 2020-07-01 23:01:20,143 - mmaction - INFO - Distributed training: True 2020-07-01 23:01:20,143 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/slowonly_debug/mmaction-lite/configs/recognition/slowonly/slowonly_r50_8x8x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, lateral=False, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' # data_root = 'data/kinetics400/rawframes_train/' # data_root_val = 'data/kinetics400/rawframes_val/' # ann_file_train = 'data/kinetics400/kinetics_train_list.txt' # ann_file_val = 'data/kinetics400/kinetics_val_list.txt' # ann_file_test = 'data/kinetics400/kinetics_val_list.txt' data_root = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = '/mnt/lustre/DATAshare2/kinetics_train_list_hd320.txt' ann_file_val = '/mnt/lustre/DATAshare2/kinetics_val_list_hd320.txt' ann_file_test =ann_file_val img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='FrameSelector', 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=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='FrameSelector', 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=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='FrameSelector', 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=16, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.6, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0, warmup_ratio=0.01, warmup='linear', warmup_by_epoch=True, warmup_iters=34) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowonly_r50_8x8x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-01 23:01:33,395 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-42, work_dir: /mnt/lustre/xusu/refactor/slowonly_debug/mmaction-lite/work_dirs/so_8x8 2020-07-01 23:01:33,396 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-01 23:02:07,825 - mmaction - INFO - Epoch [1][20/627] lr: 6.529e-03, eta: 3 days, 4:38:53, time: 1.719, data_time: 0.415, memory: 11095, top1_acc: 0.0031, top5_acc: 0.0125, loss_cls: 6.0065, loss: 6.0065 2020-07-01 23:02:24,018 - mmaction - INFO - Epoch [1][40/627] lr: 7.087e-03, eta: 2 days, 8:22:03, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.0063, top5_acc: 0.0281, loss_cls: 5.8833, loss: 5.8833 2020-07-01 23:02:40,160 - mmaction - INFO - Epoch [1][60/627] lr: 7.644e-03, eta: 2 days, 1:33:46, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.0094, top5_acc: 0.0469, loss_cls: 5.8794, loss: 5.8794 2020-07-01 23:02:56,274 - mmaction - INFO - Epoch [1][80/627] lr: 8.201e-03, eta: 1 day, 22:09:10, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.0125, top5_acc: 0.0594, loss_cls: 5.7721, loss: 5.7721 2020-07-01 23:03:12,517 - mmaction - INFO - Epoch [1][100/627] lr: 8.759e-03, eta: 1 day, 20:08:59, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0031, top5_acc: 0.0375, loss_cls: 5.7787, loss: 5.7787 2020-07-01 23:03:28,725 - mmaction - INFO - Epoch [1][120/627] lr: 9.316e-03, eta: 1 day, 18:48:41, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.0187, top5_acc: 0.0688, loss_cls: 5.7201, loss: 5.7201 2020-07-01 23:03:44,922 - mmaction - INFO - Epoch [1][140/627] lr: 9.873e-03, eta: 1 day, 17:50:15, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.0219, top5_acc: 0.0719, loss_cls: 5.7026, loss: 5.7026 2020-07-01 23:04:01,104 - mmaction - INFO - Epoch [1][160/627] lr: 1.043e-02, eta: 1 day, 17:07:00, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0344, top5_acc: 0.0875, loss_cls: 5.6326, loss: 5.6326 2020-07-01 23:04:17,548 - mmaction - INFO - Epoch [1][180/627] lr: 1.099e-02, eta: 1 day, 16:36:38, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.0187, top5_acc: 0.0656, loss_cls: 5.6870, loss: 5.6870 2020-07-01 23:04:34,119 - mmaction - INFO - Epoch [1][200/627] lr: 1.154e-02, eta: 1 day, 16:13:43, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.0187, top5_acc: 0.0906, loss_cls: 5.6674, loss: 5.6674 2020-07-01 23:04:50,277 - mmaction - INFO - Epoch [1][220/627] lr: 1.210e-02, eta: 1 day, 15:50:27, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0250, top5_acc: 0.0875, loss_cls: 5.6172, loss: 5.6172 2020-07-01 23:05:06,484 - mmaction - INFO - Epoch [1][240/627] lr: 1.266e-02, eta: 1 day, 15:31:32, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.0281, top5_acc: 0.0625, loss_cls: 5.6824, loss: 5.6824 2020-07-01 23:05:22,799 - mmaction - INFO - Epoch [1][260/627] lr: 1.322e-02, eta: 1 day, 15:16:11, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.0187, top5_acc: 0.0625, loss_cls: 5.5837, loss: 5.5837 2020-07-01 23:05:39,305 - mmaction - INFO - Epoch [1][280/627] lr: 1.377e-02, eta: 1 day, 15:04:57, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.0250, top5_acc: 0.0844, loss_cls: 5.5401, loss: 5.5401 2020-07-01 23:05:55,892 - mmaction - INFO - Epoch [1][300/627] lr: 1.433e-02, eta: 1 day, 14:55:59, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.0281, top5_acc: 0.0719, loss_cls: 5.6423, loss: 5.6423 2020-07-01 23:06:12,028 - mmaction - INFO - Epoch [1][320/627] lr: 1.489e-02, eta: 1 day, 14:44:27, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1156, loss_cls: 5.4790, loss: 5.4790 2020-07-01 23:06:28,603 - mmaction - INFO - Epoch [1][340/627] lr: 1.545e-02, eta: 1 day, 14:37:44, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.0187, top5_acc: 0.0750, loss_cls: 5.5606, loss: 5.5606 2020-07-01 23:06:44,987 - mmaction - INFO - Epoch [1][360/627] lr: 1.600e-02, eta: 1 day, 14:30:02, time: 0.818, data_time: 0.001, memory: 11095, top1_acc: 0.0281, top5_acc: 0.0938, loss_cls: 5.5334, loss: 5.5334 2020-07-01 23:07:01,192 - mmaction - INFO - Epoch [1][380/627] lr: 1.656e-02, eta: 1 day, 14:21:48, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1187, loss_cls: 5.4226, loss: 5.4226 2020-07-01 23:07:17,344 - mmaction - INFO - Epoch [1][400/627] lr: 1.712e-02, eta: 1 day, 14:14:21, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.0375, top5_acc: 0.0875, loss_cls: 5.4728, loss: 5.4728 2020-07-01 23:07:33,869 - mmaction - INFO - Epoch [1][420/627] lr: 1.767e-02, eta: 1 day, 14:09:53, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1125, loss_cls: 5.3768, loss: 5.3768 2020-07-01 23:07:50,179 - mmaction - INFO - Epoch [1][440/627] lr: 1.823e-02, eta: 1 day, 14:04:19, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.0187, top5_acc: 0.0875, loss_cls: 5.5030, loss: 5.5030 2020-07-01 23:08:06,330 - mmaction - INFO - Epoch [1][460/627] lr: 1.879e-02, eta: 1 day, 13:58:21, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.0250, top5_acc: 0.1000, loss_cls: 5.5107, loss: 5.5107 2020-07-01 23:08:22,933 - mmaction - INFO - Epoch [1][480/627] lr: 1.935e-02, eta: 1 day, 13:55:34, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.0312, top5_acc: 0.1062, loss_cls: 5.4864, loss: 5.4864 2020-07-01 23:08:39,720 - mmaction - INFO - Epoch [1][500/627] lr: 1.990e-02, eta: 1 day, 13:53:41, time: 0.838, data_time: 0.001, memory: 11095, top1_acc: 0.0312, top5_acc: 0.0750, loss_cls: 5.5212, loss: 5.5212 2020-07-01 23:08:55,783 - mmaction - INFO - Epoch [1][520/627] lr: 2.046e-02, eta: 1 day, 13:48:27, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.0406, top5_acc: 0.0969, loss_cls: 5.4391, loss: 5.4391 2020-07-01 23:09:11,953 - mmaction - INFO - Epoch [1][540/627] lr: 2.102e-02, eta: 1 day, 13:43:55, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1094, loss_cls: 5.4139, loss: 5.4139 2020-07-01 23:09:27,998 - mmaction - INFO - Epoch [1][560/627] lr: 2.158e-02, eta: 1 day, 13:39:09, time: 0.802, data_time: 0.002, memory: 11095, top1_acc: 0.0250, top5_acc: 0.0906, loss_cls: 5.5432, loss: 5.5432 2020-07-01 23:09:44,116 - mmaction - INFO - Epoch [1][580/627] lr: 2.213e-02, eta: 1 day, 13:35:03, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.0312, top5_acc: 0.1281, loss_cls: 5.4776, loss: 5.4776 2020-07-01 23:10:00,308 - mmaction - INFO - Epoch [1][600/627] lr: 2.269e-02, eta: 1 day, 13:31:29, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0406, top5_acc: 0.1219, loss_cls: 5.4289, loss: 5.4289 2020-07-01 23:10:16,818 - mmaction - INFO - Epoch [1][620/627] lr: 2.325e-02, eta: 1 day, 13:29:40, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1531, loss_cls: 5.4099, loss: 5.4099 2020-07-01 23:10:44,424 - mmaction - INFO - Epoch [2][20/627] lr: 2.400e-02, eta: 1 day, 13:27:20, time: 1.116, data_time: 0.291, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1125, loss_cls: 5.3808, loss: 5.3808 2020-07-01 23:11:00,631 - mmaction - INFO - Epoch [2][40/627] lr: 2.456e-02, eta: 1 day, 13:24:18, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0375, top5_acc: 0.1344, loss_cls: 5.3823, loss: 5.3823 2020-07-01 23:11:17,321 - mmaction - INFO - Epoch [2][60/627] lr: 2.511e-02, eta: 1 day, 13:23:27, time: 0.835, data_time: 0.003, memory: 11095, top1_acc: 0.0219, top5_acc: 0.1125, loss_cls: 5.3247, loss: 5.3247 2020-07-01 23:11:33,559 - mmaction - INFO - Epoch [2][80/627] lr: 2.567e-02, eta: 1 day, 13:20:42, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.0156, top5_acc: 0.0906, loss_cls: 5.5301, loss: 5.5301 2020-07-01 23:11:49,728 - mmaction - INFO - Epoch [2][100/627] lr: 2.623e-02, eta: 1 day, 13:18:17, time: 0.812, data_time: 0.005, memory: 11095, top1_acc: 0.0375, top5_acc: 0.1187, loss_cls: 5.3794, loss: 5.3794 2020-07-01 23:12:06,239 - mmaction - INFO - Epoch [2][120/627] lr: 2.679e-02, eta: 1 day, 13:16:51, time: 0.824, data_time: 0.001, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1062, loss_cls: 5.4405, loss: 5.4405 2020-07-01 23:12:22,477 - mmaction - INFO - Epoch [2][140/627] lr: 2.734e-02, eta: 1 day, 13:14:36, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1437, loss_cls: 5.3260, loss: 5.3260 2020-07-01 23:12:38,635 - mmaction - INFO - Epoch [2][160/627] lr: 2.790e-02, eta: 1 day, 13:12:14, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.0594, top5_acc: 0.1625, loss_cls: 5.2270, loss: 5.2270 2020-07-01 23:12:55,172 - mmaction - INFO - Epoch [2][180/627] lr: 2.846e-02, eta: 1 day, 13:11:11, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.0625, top5_acc: 0.1250, loss_cls: 5.3557, loss: 5.3557 2020-07-01 23:13:11,826 - mmaction - INFO - Epoch [2][200/627] lr: 2.901e-02, eta: 1 day, 13:10:34, time: 0.833, data_time: 0.002, memory: 11095, top1_acc: 0.0250, top5_acc: 0.1219, loss_cls: 5.3226, loss: 5.3226 2020-07-01 23:13:28,058 - mmaction - INFO - Epoch [2][220/627] lr: 2.957e-02, eta: 1 day, 13:08:34, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.0187, top5_acc: 0.1000, loss_cls: 5.3848, loss: 5.3848 2020-07-01 23:13:44,221 - mmaction - INFO - Epoch [2][240/627] lr: 3.013e-02, eta: 1 day, 13:06:29, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.0406, top5_acc: 0.1219, loss_cls: 5.3443, loss: 5.3443 2020-07-01 23:14:00,423 - mmaction - INFO - Epoch [2][260/627] lr: 3.069e-02, eta: 1 day, 13:04:33, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1156, loss_cls: 5.3661, loss: 5.3661 2020-07-01 23:14:17,094 - mmaction - INFO - Epoch [2][280/627] lr: 3.124e-02, eta: 1 day, 13:04:17, time: 0.836, data_time: 0.003, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1469, loss_cls: 5.3039, loss: 5.3039 2020-07-01 23:14:33,297 - mmaction - INFO - Epoch [2][300/627] lr: 3.180e-02, eta: 1 day, 13:02:27, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0656, top5_acc: 0.1656, loss_cls: 5.2245, loss: 5.2245 2020-07-01 23:14:49,597 - mmaction - INFO - Epoch [2][320/627] lr: 3.236e-02, eta: 1 day, 13:01:01, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.0281, top5_acc: 0.1062, loss_cls: 5.3377, loss: 5.3377 2020-07-01 23:15:05,801 - mmaction - INFO - Epoch [2][340/627] lr: 3.292e-02, eta: 1 day, 12:59:18, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1656, loss_cls: 5.3366, loss: 5.3366 2020-07-01 23:15:22,095 - mmaction - INFO - Epoch [2][360/627] lr: 3.347e-02, eta: 1 day, 12:58:02, time: 0.816, data_time: 0.003, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1219, loss_cls: 5.3627, loss: 5.3627 2020-07-01 23:15:38,668 - mmaction - INFO - Epoch [2][380/627] lr: 3.403e-02, eta: 1 day, 12:57:26, time: 0.828, data_time: 0.001, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1469, loss_cls: 5.2708, loss: 5.2708 2020-07-01 23:15:54,939 - mmaction - INFO - Epoch [2][400/627] lr: 3.459e-02, eta: 1 day, 12:56:04, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1437, loss_cls: 5.2739, loss: 5.2739 2020-07-01 23:16:11,174 - mmaction - INFO - Epoch [2][420/627] lr: 3.514e-02, eta: 1 day, 12:54:42, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1094, loss_cls: 5.2325, loss: 5.2325 2020-07-01 23:16:27,406 - mmaction - INFO - Epoch [2][440/627] lr: 3.570e-02, eta: 1 day, 12:53:22, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0219, top5_acc: 0.0750, loss_cls: 5.4196, loss: 5.4196 2020-07-01 23:16:43,664 - mmaction - INFO - Epoch [2][460/627] lr: 3.626e-02, eta: 1 day, 12:52:04, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1437, loss_cls: 5.2754, loss: 5.2754 2020-07-01 23:17:00,496 - mmaction - INFO - Epoch [2][480/627] lr: 3.682e-02, eta: 1 day, 12:52:12, time: 0.841, data_time: 0.002, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1594, loss_cls: 5.1736, loss: 5.1736 2020-07-01 23:17:17,054 - mmaction - INFO - Epoch [2][500/627] lr: 3.737e-02, eta: 1 day, 12:51:43, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1562, loss_cls: 5.2192, loss: 5.2192 2020-07-01 23:17:33,294 - mmaction - INFO - Epoch [2][520/627] lr: 3.793e-02, eta: 1 day, 12:50:29, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1531, loss_cls: 5.3178, loss: 5.3178 2020-07-01 23:17:49,517 - mmaction - INFO - Epoch [2][540/627] lr: 3.849e-02, eta: 1 day, 12:49:17, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1375, loss_cls: 5.2851, loss: 5.2851 2020-07-01 23:18:06,229 - mmaction - INFO - Epoch [2][560/627] lr: 3.904e-02, eta: 1 day, 12:49:04, time: 0.833, data_time: 0.001, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1531, loss_cls: 5.2910, loss: 5.2910 2020-07-01 23:18:22,709 - mmaction - INFO - Epoch [2][580/627] lr: 3.960e-02, eta: 1 day, 12:48:31, time: 0.826, data_time: 0.004, memory: 11095, top1_acc: 0.0594, top5_acc: 0.1656, loss_cls: 5.1800, loss: 5.1800 2020-07-01 23:18:38,975 - mmaction - INFO - Epoch [2][600/627] lr: 4.016e-02, eta: 1 day, 12:47:28, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1656, loss_cls: 5.1269, loss: 5.1269 2020-07-01 23:18:55,086 - mmaction - INFO - Epoch [2][620/627] lr: 4.072e-02, eta: 1 day, 12:46:06, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.0312, top5_acc: 0.1250, loss_cls: 5.3543, loss: 5.3543 2020-07-01 23:19:22,811 - mmaction - INFO - Epoch [3][20/627] lr: 4.146e-02, eta: 1 day, 12:45:37, time: 1.119, data_time: 0.297, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1344, loss_cls: 5.3122, loss: 5.3122 2020-07-01 23:19:39,105 - mmaction - INFO - Epoch [3][40/627] lr: 4.202e-02, eta: 1 day, 12:44:41, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1313, loss_cls: 5.2848, loss: 5.2848 2020-07-01 23:19:55,254 - mmaction - INFO - Epoch [3][60/627] lr: 4.258e-02, eta: 1 day, 12:43:27, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.0375, top5_acc: 0.1219, loss_cls: 5.2666, loss: 5.2666 2020-07-01 23:20:11,491 - mmaction - INFO - Epoch [3][80/627] lr: 4.314e-02, eta: 1 day, 12:42:27, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0281, top5_acc: 0.1219, loss_cls: 5.2281, loss: 5.2281 2020-07-01 23:20:27,859 - mmaction - INFO - Epoch [3][100/627] lr: 4.369e-02, eta: 1 day, 12:41:40, time: 0.817, data_time: 0.002, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1719, loss_cls: 5.1008, loss: 5.1008 2020-07-01 23:20:44,090 - mmaction - INFO - Epoch [3][120/627] lr: 4.425e-02, eta: 1 day, 12:40:42, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.0344, top5_acc: 0.1219, loss_cls: 5.2763, loss: 5.2763 2020-07-01 23:21:00,637 - mmaction - INFO - Epoch [3][140/627] lr: 4.481e-02, eta: 1 day, 12:40:21, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1219, loss_cls: 5.2983, loss: 5.2983 2020-07-01 23:21:16,905 - mmaction - INFO - Epoch [3][160/627] lr: 4.536e-02, eta: 1 day, 12:39:27, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.0500, top5_acc: 0.1656, loss_cls: 5.1400, loss: 5.1400 2020-07-01 23:21:33,149 - mmaction - INFO - Epoch [3][180/627] lr: 4.592e-02, eta: 1 day, 12:38:29, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0750, top5_acc: 0.1812, loss_cls: 5.1002, loss: 5.1002 2020-07-01 23:21:49,398 - mmaction - INFO - Epoch [3][200/627] lr: 4.648e-02, eta: 1 day, 12:37:38, time: 0.813, data_time: 0.004, memory: 11095, top1_acc: 0.0656, top5_acc: 0.1594, loss_cls: 5.0748, loss: 5.0748 2020-07-01 23:22:05,671 - mmaction - INFO - Epoch [3][220/627] lr: 4.704e-02, eta: 1 day, 12:36:50, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.0250, top5_acc: 0.1219, loss_cls: 5.2938, loss: 5.2938 2020-07-01 23:22:22,663 - mmaction - INFO - Epoch [3][240/627] lr: 4.759e-02, eta: 1 day, 12:37:20, time: 0.851, data_time: 0.002, memory: 11095, top1_acc: 0.0375, top5_acc: 0.1625, loss_cls: 5.1710, loss: 5.1710 2020-07-01 23:22:38,864 - mmaction - INFO - Epoch [3][260/627] lr: 4.815e-02, eta: 1 day, 12:36:22, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0688, top5_acc: 0.1719, loss_cls: 5.1297, loss: 5.1297 2020-07-01 23:22:55,023 - mmaction - INFO - Epoch [3][280/627] lr: 4.871e-02, eta: 1 day, 12:35:22, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.0688, top5_acc: 0.1562, loss_cls: 5.1648, loss: 5.1648 2020-07-01 23:23:11,292 - mmaction - INFO - Epoch [3][300/627] lr: 4.927e-02, eta: 1 day, 12:34:34, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1812, loss_cls: 5.1967, loss: 5.1967 2020-07-01 23:23:28,051 - mmaction - INFO - Epoch [3][320/627] lr: 4.982e-02, eta: 1 day, 12:34:38, time: 0.839, data_time: 0.003, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1375, loss_cls: 5.2239, loss: 5.2239 2020-07-01 23:23:44,267 - mmaction - INFO - Epoch [3][340/627] lr: 5.038e-02, eta: 1 day, 12:33:44, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1562, loss_cls: 5.1260, loss: 5.1260 2020-07-01 23:24:00,849 - mmaction - INFO - Epoch [3][360/627] lr: 5.094e-02, eta: 1 day, 12:33:32, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.0406, top5_acc: 0.1500, loss_cls: 5.2381, loss: 5.2381 2020-07-01 23:24:17,133 - mmaction - INFO - Epoch [3][380/627] lr: 5.149e-02, eta: 1 day, 12:32:45, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.0312, top5_acc: 0.1469, loss_cls: 5.2544, loss: 5.2544 2020-07-01 23:24:33,395 - mmaction - INFO - Epoch [3][400/627] lr: 5.205e-02, eta: 1 day, 12:31:59, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1562, loss_cls: 5.2085, loss: 5.2085 2020-07-01 23:24:49,621 - mmaction - INFO - Epoch [3][420/627] lr: 5.261e-02, eta: 1 day, 12:31:14, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1812, loss_cls: 5.0374, loss: 5.0374 2020-07-01 23:25:06,684 - mmaction - INFO - Epoch [3][440/627] lr: 5.317e-02, eta: 1 day, 12:31:44, time: 0.853, data_time: 0.002, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1719, loss_cls: 5.1096, loss: 5.1096 2020-07-01 23:25:23,029 - mmaction - INFO - Epoch [3][460/627] lr: 5.372e-02, eta: 1 day, 12:31:07, time: 0.817, data_time: 0.002, memory: 11095, top1_acc: 0.0625, top5_acc: 0.1750, loss_cls: 5.1720, loss: 5.1720 2020-07-01 23:25:39,713 - mmaction - INFO - Epoch [3][480/627] lr: 5.428e-02, eta: 1 day, 12:31:01, time: 0.834, data_time: 0.002, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1375, loss_cls: 5.1310, loss: 5.1310 2020-07-01 23:25:55,900 - mmaction - INFO - Epoch [3][500/627] lr: 5.484e-02, eta: 1 day, 12:30:11, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.0719, top5_acc: 0.1750, loss_cls: 5.0074, loss: 5.0074 2020-07-01 23:26:12,338 - mmaction - INFO - Epoch [3][520/627] lr: 5.539e-02, eta: 1 day, 12:29:44, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.0406, top5_acc: 0.1313, loss_cls: 5.1865, loss: 5.1865 2020-07-01 23:26:29,031 - mmaction - INFO - Epoch [3][540/627] lr: 5.595e-02, eta: 1 day, 12:29:41, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.0656, top5_acc: 0.1844, loss_cls: 5.1608, loss: 5.1608 2020-07-01 23:26:45,422 - mmaction - INFO - Epoch [3][560/627] lr: 5.651e-02, eta: 1 day, 12:29:11, time: 0.820, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1719, loss_cls: 5.1248, loss: 5.1248 2020-07-01 23:27:01,597 - mmaction - INFO - Epoch [3][580/627] lr: 5.707e-02, eta: 1 day, 12:28:20, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1531, loss_cls: 5.1150, loss: 5.1150 2020-07-01 23:27:17,840 - mmaction - INFO - Epoch [3][600/627] lr: 5.762e-02, eta: 1 day, 12:27:38, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1281, loss_cls: 5.2003, loss: 5.2003 2020-07-01 23:27:34,446 - mmaction - INFO - Epoch [3][620/627] lr: 5.818e-02, eta: 1 day, 12:27:28, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1625, loss_cls: 5.0246, loss: 5.0246 2020-07-01 23:28:02,254 - mmaction - INFO - Epoch [4][20/627] lr: 5.892e-02, eta: 1 day, 12:27:22, time: 1.127, data_time: 0.309, memory: 11095, top1_acc: 0.0656, top5_acc: 0.1781, loss_cls: 5.1281, loss: 5.1281 2020-07-01 23:28:18,497 - mmaction - INFO - Epoch [4][40/627] lr: 5.948e-02, eta: 1 day, 12:26:39, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1594, loss_cls: 5.0690, loss: 5.0690 2020-07-01 23:28:34,778 - mmaction - INFO - Epoch [4][60/627] lr: 6.004e-02, eta: 1 day, 12:26:04, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.0625, top5_acc: 0.1812, loss_cls: 4.9830, loss: 4.9830 2020-07-01 23:28:51,118 - mmaction - INFO - Epoch [4][80/627] lr: 6.059e-02, eta: 1 day, 12:25:28, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.0688, top5_acc: 0.1688, loss_cls: 5.0351, loss: 5.0351 2020-07-01 23:29:07,645 - mmaction - INFO - Epoch [4][100/627] lr: 6.115e-02, eta: 1 day, 12:25:12, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1562, loss_cls: 5.1214, loss: 5.1214 2020-07-01 23:29:23,903 - mmaction - INFO - Epoch [4][120/627] lr: 6.171e-02, eta: 1 day, 12:24:32, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0688, top5_acc: 0.2156, loss_cls: 5.0798, loss: 5.0798 2020-07-01 23:29:40,168 - mmaction - INFO - Epoch [4][140/627] lr: 6.226e-02, eta: 1 day, 12:23:52, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0625, top5_acc: 0.1500, loss_cls: 5.0637, loss: 5.0637 2020-07-01 23:29:56,710 - mmaction - INFO - Epoch [4][160/627] lr: 6.282e-02, eta: 1 day, 12:23:39, time: 0.829, data_time: 0.004, memory: 11095, top1_acc: 0.0437, top5_acc: 0.1938, loss_cls: 4.9817, loss: 4.9817 2020-07-01 23:30:12,907 - mmaction - INFO - Epoch [4][180/627] lr: 6.338e-02, eta: 1 day, 12:22:53, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.0750, top5_acc: 0.2188, loss_cls: 4.9928, loss: 4.9928 2020-07-01 23:30:29,164 - mmaction - INFO - Epoch [4][200/627] lr: 6.393e-02, eta: 1 day, 12:22:17, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.0781, top5_acc: 0.2125, loss_cls: 4.8949, loss: 4.8949 2020-07-01 23:30:45,879 - mmaction - INFO - Epoch [4][220/627] lr: 6.449e-02, eta: 1 day, 12:22:16, time: 0.837, data_time: 0.003, memory: 11095, top1_acc: 0.0719, top5_acc: 0.2344, loss_cls: 4.9348, loss: 4.9348 2020-07-01 23:31:02,079 - mmaction - INFO - Epoch [4][240/627] lr: 6.505e-02, eta: 1 day, 12:21:34, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0594, top5_acc: 0.1625, loss_cls: 5.1551, loss: 5.1551 2020-07-01 23:31:18,268 - mmaction - INFO - Epoch [4][260/627] lr: 6.561e-02, eta: 1 day, 12:20:54, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1719, loss_cls: 4.9950, loss: 4.9950 2020-07-01 23:31:34,822 - mmaction - INFO - Epoch [4][280/627] lr: 6.616e-02, eta: 1 day, 12:20:39, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.0938, top5_acc: 0.1969, loss_cls: 4.9690, loss: 4.9690 2020-07-01 23:31:50,991 - mmaction - INFO - Epoch [4][300/627] lr: 6.672e-02, eta: 1 day, 12:19:56, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1719, loss_cls: 4.9552, loss: 4.9552 2020-07-01 23:32:07,264 - mmaction - INFO - Epoch [4][320/627] lr: 6.728e-02, eta: 1 day, 12:19:16, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0469, top5_acc: 0.1969, loss_cls: 4.8485, loss: 4.8485 2020-07-01 23:32:23,410 - mmaction - INFO - Epoch [4][340/627] lr: 6.783e-02, eta: 1 day, 12:18:39, time: 0.811, data_time: 0.006, memory: 11095, top1_acc: 0.0719, top5_acc: 0.2062, loss_cls: 4.9834, loss: 4.9834 2020-07-01 23:32:39,638 - mmaction - INFO - Epoch [4][360/627] lr: 6.839e-02, eta: 1 day, 12:18:00, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0594, top5_acc: 0.1812, loss_cls: 4.9982, loss: 4.9982 2020-07-01 23:32:56,189 - mmaction - INFO - Epoch [4][380/627] lr: 6.895e-02, eta: 1 day, 12:17:46, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.0688, top5_acc: 0.1938, loss_cls: 4.9761, loss: 4.9761 2020-07-01 23:33:12,830 - mmaction - INFO - Epoch [4][400/627] lr: 6.951e-02, eta: 1 day, 12:17:40, time: 0.833, data_time: 0.003, memory: 11095, top1_acc: 0.0563, top5_acc: 0.1531, loss_cls: 5.0165, loss: 5.0165 2020-07-01 23:33:29,037 - mmaction - INFO - Epoch [4][420/627] lr: 7.006e-02, eta: 1 day, 12:17:02, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1969, loss_cls: 4.8839, loss: 4.8839 2020-07-01 23:33:45,223 - mmaction - INFO - Epoch [4][440/627] lr: 7.062e-02, eta: 1 day, 12:16:22, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0719, top5_acc: 0.2031, loss_cls: 4.9674, loss: 4.9674 2020-07-01 23:34:02,158 - mmaction - INFO - Epoch [4][460/627] lr: 7.118e-02, eta: 1 day, 12:16:35, time: 0.847, data_time: 0.003, memory: 11095, top1_acc: 0.0750, top5_acc: 0.2219, loss_cls: 4.8661, loss: 4.8661 2020-07-01 23:34:18,409 - mmaction - INFO - Epoch [4][480/627] lr: 7.173e-02, eta: 1 day, 12:16:00, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0625, top5_acc: 0.1938, loss_cls: 4.9766, loss: 4.9766 2020-07-01 23:34:34,697 - mmaction - INFO - Epoch [4][500/627] lr: 7.229e-02, eta: 1 day, 12:15:30, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.0750, top5_acc: 0.1906, loss_cls: 4.9907, loss: 4.9907 2020-07-01 23:34:50,895 - mmaction - INFO - Epoch [4][520/627] lr: 7.285e-02, eta: 1 day, 12:14:53, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0813, top5_acc: 0.2219, loss_cls: 4.8291, loss: 4.8291 2020-07-01 23:35:07,096 - mmaction - INFO - Epoch [4][540/627] lr: 7.341e-02, eta: 1 day, 12:14:16, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0531, top5_acc: 0.1844, loss_cls: 5.0517, loss: 5.0517 2020-07-01 23:35:24,204 - mmaction - INFO - Epoch [4][560/627] lr: 7.396e-02, eta: 1 day, 12:14:39, time: 0.856, data_time: 0.003, memory: 11095, top1_acc: 0.0813, top5_acc: 0.2313, loss_cls: 4.7913, loss: 4.7913 2020-07-01 23:35:40,512 - mmaction - INFO - Epoch [4][580/627] lr: 7.452e-02, eta: 1 day, 12:14:11, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.0406, top5_acc: 0.2219, loss_cls: 4.9356, loss: 4.9356 2020-07-01 23:35:57,036 - mmaction - INFO - Epoch [4][600/627] lr: 7.508e-02, eta: 1 day, 12:13:54, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2750, loss_cls: 4.7427, loss: 4.7427 2020-07-01 23:36:13,169 - mmaction - INFO - Epoch [4][620/627] lr: 7.563e-02, eta: 1 day, 12:13:14, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.0813, top5_acc: 0.2437, loss_cls: 4.8541, loss: 4.8541 2020-07-01 23:36:18,430 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-01 23:36:40,960 - mmaction - INFO - Epoch [5][20/627] lr: 7.637e-02, eta: 1 day, 12:11:24, time: 1.044, data_time: 0.231, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2313, loss_cls: 4.7894, loss: 4.7894 2020-07-01 23:36:57,164 - mmaction - INFO - Epoch [5][40/627] lr: 7.692e-02, eta: 1 day, 12:10:50, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0938, top5_acc: 0.2437, loss_cls: 4.7894, loss: 4.7894 2020-07-01 23:37:14,672 - mmaction - INFO - Epoch [5][60/627] lr: 7.748e-02, eta: 1 day, 12:11:36, time: 0.875, data_time: 0.002, memory: 11095, top1_acc: 0.0781, top5_acc: 0.2156, loss_cls: 4.8815, loss: 4.8815 2020-07-01 23:37:30,915 - mmaction - INFO - Epoch [5][80/627] lr: 7.804e-02, eta: 1 day, 12:11:05, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.0594, top5_acc: 0.2062, loss_cls: 4.8786, loss: 4.8786 2020-07-01 23:37:47,571 - mmaction - INFO - Epoch [5][100/627] lr: 7.859e-02, eta: 1 day, 12:10:58, time: 0.832, data_time: 0.003, memory: 11095, top1_acc: 0.0563, top5_acc: 0.2125, loss_cls: 4.7873, loss: 4.7873 2020-07-01 23:38:03,756 - mmaction - INFO - Epoch [5][120/627] lr: 7.915e-02, eta: 1 day, 12:10:23, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.0719, top5_acc: 0.2000, loss_cls: 4.9449, loss: 4.9449 2020-07-01 23:38:20,448 - mmaction - INFO - Epoch [5][140/627] lr: 7.971e-02, eta: 1 day, 12:10:16, time: 0.833, data_time: 0.001, memory: 11095, top1_acc: 0.0875, top5_acc: 0.2250, loss_cls: 4.8279, loss: 4.8279 2020-07-01 23:38:36,651 - mmaction - INFO - Epoch [5][160/627] lr: 8.026e-02, eta: 1 day, 12:09:43, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0781, top5_acc: 0.2375, loss_cls: 4.7761, loss: 4.7761 2020-07-01 23:38:52,877 - mmaction - INFO - Epoch [5][180/627] lr: 8.082e-02, eta: 1 day, 12:09:10, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.0813, top5_acc: 0.2344, loss_cls: 4.8219, loss: 4.8219 2020-07-01 23:39:09,065 - mmaction - INFO - Epoch [5][200/627] lr: 8.138e-02, eta: 1 day, 12:08:38, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2219, loss_cls: 4.8247, loss: 4.8247 2020-07-01 23:39:25,618 - mmaction - INFO - Epoch [5][220/627] lr: 8.194e-02, eta: 1 day, 12:08:23, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.0500, top5_acc: 0.2094, loss_cls: 4.8006, loss: 4.8006 2020-07-01 23:39:42,151 - mmaction - INFO - Epoch [5][240/627] lr: 8.249e-02, eta: 1 day, 12:08:09, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.0844, top5_acc: 0.2219, loss_cls: 4.8505, loss: 4.8505 2020-07-01 23:39:58,334 - mmaction - INFO - Epoch [5][260/627] lr: 8.305e-02, eta: 1 day, 12:07:34, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2313, loss_cls: 4.8025, loss: 4.8025 2020-07-01 23:40:14,601 - mmaction - INFO - Epoch [5][280/627] lr: 8.361e-02, eta: 1 day, 12:07:06, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.1187, top5_acc: 0.2469, loss_cls: 4.6845, loss: 4.6845 2020-07-01 23:40:30,861 - mmaction - INFO - Epoch [5][300/627] lr: 8.416e-02, eta: 1 day, 12:06:37, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.0875, top5_acc: 0.2156, loss_cls: 4.8608, loss: 4.8608 2020-07-01 23:40:47,083 - mmaction - INFO - Epoch [5][320/627] lr: 8.472e-02, eta: 1 day, 12:06:06, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1031, top5_acc: 0.2375, loss_cls: 4.7344, loss: 4.7344 2020-07-01 23:41:03,252 - mmaction - INFO - Epoch [5][340/627] lr: 8.528e-02, eta: 1 day, 12:05:31, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.0656, top5_acc: 0.2156, loss_cls: 4.8150, loss: 4.8150 2020-07-01 23:41:19,446 - mmaction - INFO - Epoch [5][360/627] lr: 8.583e-02, eta: 1 day, 12:05:00, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0750, top5_acc: 0.2094, loss_cls: 4.8147, loss: 4.8147 2020-07-01 23:41:35,659 - mmaction - INFO - Epoch [5][380/627] lr: 8.639e-02, eta: 1 day, 12:04:28, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0813, top5_acc: 0.1969, loss_cls: 4.8798, loss: 4.8798 2020-07-01 23:41:51,983 - mmaction - INFO - Epoch [5][400/627] lr: 8.695e-02, eta: 1 day, 12:04:03, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2469, loss_cls: 4.8080, loss: 4.8080 2020-07-01 23:42:08,199 - mmaction - INFO - Epoch [5][420/627] lr: 8.750e-02, eta: 1 day, 12:03:33, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.1250, top5_acc: 0.2469, loss_cls: 4.6461, loss: 4.6461 2020-07-01 23:42:24,394 - mmaction - INFO - Epoch [5][440/627] lr: 8.806e-02, eta: 1 day, 12:03:01, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0875, top5_acc: 0.2531, loss_cls: 4.6248, loss: 4.6248 2020-07-01 23:42:40,624 - mmaction - INFO - Epoch [5][460/627] lr: 8.862e-02, eta: 1 day, 12:02:32, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.0750, top5_acc: 0.2375, loss_cls: 4.7391, loss: 4.7391 2020-07-01 23:42:57,337 - mmaction - INFO - Epoch [5][480/627] lr: 8.918e-02, eta: 1 day, 12:02:29, time: 0.836, data_time: 0.002, memory: 11095, top1_acc: 0.1094, top5_acc: 0.2500, loss_cls: 4.6765, loss: 4.6765 2020-07-01 23:43:13,579 - mmaction - INFO - Epoch [5][500/627] lr: 8.973e-02, eta: 1 day, 12:02:00, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2406, loss_cls: 4.7066, loss: 4.7066 2020-07-01 23:43:29,831 - mmaction - INFO - Epoch [5][520/627] lr: 9.029e-02, eta: 1 day, 12:01:31, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.1000, top5_acc: 0.2625, loss_cls: 4.7177, loss: 4.7177 2020-07-01 23:43:46,125 - mmaction - INFO - Epoch [5][540/627] lr: 9.085e-02, eta: 1 day, 12:01:05, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.0719, top5_acc: 0.2250, loss_cls: 4.7375, loss: 4.7375 2020-07-01 23:44:02,345 - mmaction - INFO - Epoch [5][560/627] lr: 9.140e-02, eta: 1 day, 12:00:36, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0781, top5_acc: 0.2656, loss_cls: 4.6855, loss: 4.6855 2020-07-01 23:44:18,842 - mmaction - INFO - Epoch [5][580/627] lr: 9.196e-02, eta: 1 day, 12:00:23, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.0844, top5_acc: 0.2313, loss_cls: 4.7471, loss: 4.7471 2020-07-01 23:44:35,793 - mmaction - INFO - Epoch [5][600/627] lr: 9.252e-02, eta: 1 day, 12:00:29, time: 0.846, data_time: 0.001, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2594, loss_cls: 4.6754, loss: 4.6754 2020-07-01 23:44:51,915 - mmaction - INFO - Epoch [5][620/627] lr: 9.307e-02, eta: 1 day, 11:59:56, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.0813, top5_acc: 0.2375, loss_cls: 4.7357, loss: 4.7357 2020-07-01 23:45:19,298 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 23:45:20,170 - mmaction - INFO - top1_acc 0.0890 top5_acc 0.2497 2020-07-01 23:45:20,171 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 23:45:20,247 - mmaction - INFO - mean_acc 0.0888 2020-07-01 23:45:20,256 - mmaction - INFO - Epoch [5][627/627] lr: 9.327e-02, top1_acc: 0.0890, top5_acc: 0.2497, mean_class_accuracy: 0.0888 2020-07-01 23:45:41,693 - mmaction - INFO - Epoch [6][20/627] lr: 9.379e-02, eta: 1 day, 11:58:52, time: 1.070, data_time: 0.222, memory: 11095, top1_acc: 0.1031, top5_acc: 0.3125, loss_cls: 4.5614, loss: 4.5614 2020-07-01 23:45:57,930 - mmaction - INFO - Epoch [6][40/627] lr: 9.435e-02, eta: 1 day, 11:58:25, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.1062, top5_acc: 0.2594, loss_cls: 4.6235, loss: 4.6235 2020-07-01 23:46:14,545 - mmaction - INFO - Epoch [6][60/627] lr: 9.491e-02, eta: 1 day, 11:58:15, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2562, loss_cls: 4.7433, loss: 4.7433 2020-07-01 23:46:30,769 - mmaction - INFO - Epoch [6][80/627] lr: 9.546e-02, eta: 1 day, 11:57:47, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.1062, top5_acc: 0.3031, loss_cls: 4.6100, loss: 4.6100 2020-07-01 23:46:47,293 - mmaction - INFO - Epoch [6][100/627] lr: 9.602e-02, eta: 1 day, 11:57:33, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.1031, top5_acc: 0.2594, loss_cls: 4.7479, loss: 4.7479 2020-07-01 23:47:03,503 - mmaction - INFO - Epoch [6][120/627] lr: 9.658e-02, eta: 1 day, 11:57:05, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2469, loss_cls: 4.7048, loss: 4.7048 2020-07-01 23:47:19,672 - mmaction - INFO - Epoch [6][140/627] lr: 9.713e-02, eta: 1 day, 11:56:35, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2437, loss_cls: 4.5282, loss: 4.5282 2020-07-01 23:47:35,876 - mmaction - INFO - Epoch [6][160/627] lr: 9.769e-02, eta: 1 day, 11:56:06, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2437, loss_cls: 4.6569, loss: 4.6569 2020-07-01 23:47:52,160 - mmaction - INFO - Epoch [6][180/627] lr: 9.825e-02, eta: 1 day, 11:55:41, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.1125, top5_acc: 0.2562, loss_cls: 4.5639, loss: 4.5639 2020-07-01 23:48:08,925 - mmaction - INFO - Epoch [6][200/627] lr: 9.880e-02, eta: 1 day, 11:55:39, time: 0.838, data_time: 0.013, memory: 11095, top1_acc: 0.1062, top5_acc: 0.2750, loss_cls: 4.6437, loss: 4.6437 2020-07-01 23:48:25,711 - mmaction - INFO - Epoch [6][220/627] lr: 9.936e-02, eta: 1 day, 11:55:38, time: 0.839, data_time: 0.004, memory: 11095, top1_acc: 0.1281, top5_acc: 0.2594, loss_cls: 4.6272, loss: 4.6272 2020-07-01 23:48:42,296 - mmaction - INFO - Epoch [6][240/627] lr: 9.992e-02, eta: 1 day, 11:55:28, time: 0.830, data_time: 0.007, memory: 11095, top1_acc: 0.0813, top5_acc: 0.2594, loss_cls: 4.6585, loss: 4.6585 2020-07-01 23:48:59,173 - mmaction - INFO - Epoch [6][260/627] lr: 1.005e-01, eta: 1 day, 11:55:31, time: 0.844, data_time: 0.003, memory: 11095, top1_acc: 0.1187, top5_acc: 0.3000, loss_cls: 4.5030, loss: 4.5030 2020-07-01 23:49:15,573 - mmaction - INFO - Epoch [6][280/627] lr: 1.010e-01, eta: 1 day, 11:55:11, time: 0.820, data_time: 0.007, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2562, loss_cls: 4.6593, loss: 4.6593 2020-07-01 23:49:31,824 - mmaction - INFO - Epoch [6][300/627] lr: 1.016e-01, eta: 1 day, 11:54:45, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.1375, top5_acc: 0.2781, loss_cls: 4.4939, loss: 4.4939 2020-07-01 23:49:48,024 - mmaction - INFO - Epoch [6][320/627] lr: 1.021e-01, eta: 1 day, 11:54:15, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.1219, top5_acc: 0.2562, loss_cls: 4.6962, loss: 4.6962 2020-07-01 23:50:04,241 - mmaction - INFO - Epoch [6][340/627] lr: 1.027e-01, eta: 1 day, 11:53:50, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.1281, top5_acc: 0.2594, loss_cls: 4.5572, loss: 4.5572 2020-07-01 23:50:20,454 - mmaction - INFO - Epoch [6][360/627] lr: 1.033e-01, eta: 1 day, 11:53:22, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.1094, top5_acc: 0.2781, loss_cls: 4.5555, loss: 4.5555 2020-07-01 23:50:36,981 - mmaction - INFO - Epoch [6][380/627] lr: 1.038e-01, eta: 1 day, 11:53:09, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.1000, top5_acc: 0.2437, loss_cls: 4.7468, loss: 4.7468 2020-07-01 23:50:53,176 - mmaction - INFO - Epoch [6][400/627] lr: 1.044e-01, eta: 1 day, 11:52:40, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2562, loss_cls: 4.6650, loss: 4.6650 2020-07-01 23:51:09,384 - mmaction - INFO - Epoch [6][420/627] lr: 1.049e-01, eta: 1 day, 11:52:13, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0750, top5_acc: 0.2344, loss_cls: 4.7382, loss: 4.7382 2020-07-01 23:51:25,576 - mmaction - INFO - Epoch [6][440/627] lr: 1.055e-01, eta: 1 day, 11:51:45, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1062, top5_acc: 0.2594, loss_cls: 4.6076, loss: 4.6076 2020-07-01 23:51:41,724 - mmaction - INFO - Epoch [6][460/627] lr: 1.060e-01, eta: 1 day, 11:51:14, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.1156, top5_acc: 0.2938, loss_cls: 4.4683, loss: 4.4683 2020-07-01 23:51:57,849 - mmaction - INFO - Epoch [6][480/627] lr: 1.066e-01, eta: 1 day, 11:50:44, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.1187, top5_acc: 0.2500, loss_cls: 4.5073, loss: 4.5073 2020-07-01 23:52:14,058 - mmaction - INFO - Epoch [6][500/627] lr: 1.072e-01, eta: 1 day, 11:50:17, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1000, top5_acc: 0.2781, loss_cls: 4.6542, loss: 4.6542 2020-07-01 23:52:30,240 - mmaction - INFO - Epoch [6][520/627] lr: 1.077e-01, eta: 1 day, 11:49:50, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1281, top5_acc: 0.3000, loss_cls: 4.5916, loss: 4.5916 2020-07-01 23:52:46,749 - mmaction - INFO - Epoch [6][540/627] lr: 1.083e-01, eta: 1 day, 11:49:36, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.0844, top5_acc: 0.2594, loss_cls: 4.6889, loss: 4.6889 2020-07-01 23:53:03,018 - mmaction - INFO - Epoch [6][560/627] lr: 1.088e-01, eta: 1 day, 11:49:12, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.1250, top5_acc: 0.3031, loss_cls: 4.4329, loss: 4.4329 2020-07-01 23:53:19,168 - mmaction - INFO - Epoch [6][580/627] lr: 1.094e-01, eta: 1 day, 11:48:43, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.0938, top5_acc: 0.2656, loss_cls: 4.6141, loss: 4.6141 2020-07-01 23:53:35,364 - mmaction - INFO - Epoch [6][600/627] lr: 1.099e-01, eta: 1 day, 11:48:17, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1500, top5_acc: 0.3031, loss_cls: 4.4960, loss: 4.4960 2020-07-01 23:53:51,502 - mmaction - INFO - Epoch [6][620/627] lr: 1.105e-01, eta: 1 day, 11:47:48, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.1000, top5_acc: 0.2656, loss_cls: 4.5066, loss: 4.5066 2020-07-01 23:54:19,151 - mmaction - INFO - Epoch [7][20/627] lr: 1.112e-01, eta: 1 day, 11:47:32, time: 1.118, data_time: 0.311, memory: 11095, top1_acc: 0.0938, top5_acc: 0.2375, loss_cls: 4.6506, loss: 4.6506 2020-07-01 23:54:35,354 - mmaction - INFO - Epoch [7][40/627] lr: 1.118e-01, eta: 1 day, 11:47:05, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.0875, top5_acc: 0.2437, loss_cls: 4.6873, loss: 4.6873 2020-07-01 23:54:51,536 - mmaction - INFO - Epoch [7][60/627] lr: 1.123e-01, eta: 1 day, 11:46:38, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.0875, top5_acc: 0.2656, loss_cls: 4.4584, loss: 4.4584 2020-07-01 23:55:08,375 - mmaction - INFO - Epoch [7][80/627] lr: 1.129e-01, eta: 1 day, 11:46:38, time: 0.843, data_time: 0.003, memory: 11095, top1_acc: 0.1031, top5_acc: 0.2938, loss_cls: 4.3846, loss: 4.3846 2020-07-01 23:55:24,587 - mmaction - INFO - Epoch [7][100/627] lr: 1.134e-01, eta: 1 day, 11:46:11, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1062, top5_acc: 0.2719, loss_cls: 4.6421, loss: 4.6421 2020-07-01 23:55:40,804 - mmaction - INFO - Epoch [7][120/627] lr: 1.140e-01, eta: 1 day, 11:45:46, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.1062, top5_acc: 0.2875, loss_cls: 4.4278, loss: 4.4278 2020-07-01 23:55:57,293 - mmaction - INFO - Epoch [7][140/627] lr: 1.145e-01, eta: 1 day, 11:45:32, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.1281, top5_acc: 0.3125, loss_cls: 4.5109, loss: 4.5109 2020-07-01 23:56:13,510 - mmaction - INFO - Epoch [7][160/627] lr: 1.151e-01, eta: 1 day, 11:45:07, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1187, top5_acc: 0.3344, loss_cls: 4.4006, loss: 4.4006 2020-07-01 23:56:29,706 - mmaction - INFO - Epoch [7][180/627] lr: 1.157e-01, eta: 1 day, 11:44:42, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1219, top5_acc: 0.2938, loss_cls: 4.4245, loss: 4.4245 2020-07-01 23:56:46,510 - mmaction - INFO - Epoch [7][200/627] lr: 1.162e-01, eta: 1 day, 11:44:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1250, top5_acc: 0.3031, loss_cls: 4.3406, loss: 4.3406 2020-07-01 23:57:02,691 - mmaction - INFO - Epoch [7][220/627] lr: 1.168e-01, eta: 1 day, 11:44:12, time: 0.839, data_time: 0.032, memory: 11095, top1_acc: 0.0969, top5_acc: 0.2656, loss_cls: 4.4445, loss: 4.4445 2020-07-01 23:57:18,812 - mmaction - INFO - Epoch [7][240/627] lr: 1.173e-01, eta: 1 day, 11:43:43, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.0969, top5_acc: 0.3000, loss_cls: 4.5173, loss: 4.5173 2020-07-01 23:57:35,343 - mmaction - INFO - Epoch [7][260/627] lr: 1.179e-01, eta: 1 day, 11:43:31, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.1219, top5_acc: 0.3219, loss_cls: 4.3674, loss: 4.3674 2020-07-01 23:57:51,516 - mmaction - INFO - Epoch [7][280/627] lr: 1.184e-01, eta: 1 day, 11:43:04, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.1219, top5_acc: 0.3156, loss_cls: 4.4251, loss: 4.4251 2020-07-01 23:58:08,072 - mmaction - INFO - Epoch [7][300/627] lr: 1.190e-01, eta: 1 day, 11:42:52, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.1219, top5_acc: 0.2906, loss_cls: 4.5276, loss: 4.5276 2020-07-01 23:58:24,984 - mmaction - INFO - Epoch [7][320/627] lr: 1.195e-01, eta: 1 day, 11:42:53, time: 0.844, data_time: 0.001, memory: 11095, top1_acc: 0.1219, top5_acc: 0.2906, loss_cls: 4.3744, loss: 4.3744 2020-07-01 23:58:41,163 - mmaction - INFO - Epoch [7][340/627] lr: 1.201e-01, eta: 1 day, 11:42:28, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.1156, top5_acc: 0.2781, loss_cls: 4.3636, loss: 4.3636 2020-07-01 23:58:57,376 - mmaction - INFO - Epoch [7][360/627] lr: 1.207e-01, eta: 1 day, 11:42:02, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.1156, top5_acc: 0.2969, loss_cls: 4.4722, loss: 4.4722 2020-07-01 23:59:13,552 - mmaction - INFO - Epoch [7][380/627] lr: 1.212e-01, eta: 1 day, 11:41:36, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1094, top5_acc: 0.2812, loss_cls: 4.5456, loss: 4.5456 2020-07-01 23:59:29,717 - mmaction - INFO - Epoch [7][400/627] lr: 1.218e-01, eta: 1 day, 11:41:10, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.1062, top5_acc: 0.3094, loss_cls: 4.2959, loss: 4.2959 2020-07-01 23:59:45,952 - mmaction - INFO - Epoch [7][420/627] lr: 1.223e-01, eta: 1 day, 11:40:46, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.1406, top5_acc: 0.3281, loss_cls: 4.2995, loss: 4.2995 2020-07-02 00:00:02,412 - mmaction - INFO - Epoch [7][440/627] lr: 1.229e-01, eta: 1 day, 11:40:31, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.1281, top5_acc: 0.3250, loss_cls: 4.3681, loss: 4.3681 2020-07-02 00:00:23,641 - mmaction - INFO - Epoch [7][460/627] lr: 1.234e-01, eta: 1 day, 11:43:08, time: 1.056, data_time: 0.004, memory: 11095, top1_acc: 0.1375, top5_acc: 0.3438, loss_cls: 4.2823, loss: 4.2823 2020-07-02 00:00:39,992 - mmaction - INFO - Epoch [7][480/627] lr: 1.240e-01, eta: 1 day, 11:42:50, time: 0.821, data_time: 0.011, memory: 11095, top1_acc: 0.1094, top5_acc: 0.3219, loss_cls: 4.3336, loss: 4.3336 2020-07-02 00:00:56,233 - mmaction - INFO - Epoch [7][500/627] lr: 1.246e-01, eta: 1 day, 11:42:26, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.1406, top5_acc: 0.3281, loss_cls: 4.2707, loss: 4.2707 2020-07-02 00:01:12,778 - mmaction - INFO - Epoch [7][520/627] lr: 1.251e-01, eta: 1 day, 11:42:14, time: 0.829, data_time: 0.004, memory: 11095, top1_acc: 0.1812, top5_acc: 0.3375, loss_cls: 4.2760, loss: 4.2760 2020-07-02 00:01:29,018 - mmaction - INFO - Epoch [7][540/627] lr: 1.257e-01, eta: 1 day, 11:41:49, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.1156, top5_acc: 0.3031, loss_cls: 4.3592, loss: 4.3592 2020-07-02 00:01:45,441 - mmaction - INFO - Epoch [7][560/627] lr: 1.262e-01, eta: 1 day, 11:41:31, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.1219, top5_acc: 0.3125, loss_cls: 4.2873, loss: 4.2873 2020-07-02 00:02:01,973 - mmaction - INFO - Epoch [7][580/627] lr: 1.268e-01, eta: 1 day, 11:41:18, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.1281, top5_acc: 0.3844, loss_cls: 4.1846, loss: 4.1846 2020-07-02 00:02:18,469 - mmaction - INFO - Epoch [7][600/627] lr: 1.273e-01, eta: 1 day, 11:41:03, time: 0.824, data_time: 0.003, memory: 11095, top1_acc: 0.1344, top5_acc: 0.3500, loss_cls: 4.2626, loss: 4.2626 2020-07-02 00:02:34,615 - mmaction - INFO - Epoch [7][620/627] lr: 1.279e-01, eta: 1 day, 11:40:36, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.1031, top5_acc: 0.3281, loss_cls: 4.3551, loss: 4.3551 2020-07-02 00:03:05,628 - mmaction - INFO - Epoch [8][20/627] lr: 1.286e-01, eta: 1 day, 11:42:17, time: 1.285, data_time: 0.392, memory: 11095, top1_acc: 0.1719, top5_acc: 0.3250, loss_cls: 4.2536, loss: 4.2536 2020-07-02 00:03:21,911 - mmaction - INFO - Epoch [8][40/627] lr: 1.291e-01, eta: 1 day, 11:41:53, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.1406, top5_acc: 0.3281, loss_cls: 4.2276, loss: 4.2276 2020-07-02 00:03:38,432 - mmaction - INFO - Epoch [8][60/627] lr: 1.297e-01, eta: 1 day, 11:41:39, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.1844, top5_acc: 0.4062, loss_cls: 4.0573, loss: 4.0573 2020-07-02 00:03:54,661 - mmaction - INFO - Epoch [8][80/627] lr: 1.303e-01, eta: 1 day, 11:41:14, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.1313, top5_acc: 0.2938, loss_cls: 4.3918, loss: 4.3918 2020-07-02 00:04:10,904 - mmaction - INFO - Epoch [8][100/627] lr: 1.308e-01, eta: 1 day, 11:40:49, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1219, top5_acc: 0.3250, loss_cls: 4.2855, loss: 4.2855 2020-07-02 00:04:27,202 - mmaction - INFO - Epoch [8][120/627] lr: 1.314e-01, eta: 1 day, 11:40:27, time: 0.815, data_time: 0.004, memory: 11095, top1_acc: 0.1375, top5_acc: 0.3250, loss_cls: 4.2682, loss: 4.2682 2020-07-02 00:04:43,846 - mmaction - INFO - Epoch [8][140/627] lr: 1.319e-01, eta: 1 day, 11:40:18, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.1187, top5_acc: 0.3312, loss_cls: 4.4296, loss: 4.4296 2020-07-02 00:05:00,089 - mmaction - INFO - Epoch [8][160/627] lr: 1.325e-01, eta: 1 day, 11:39:53, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.1281, top5_acc: 0.3156, loss_cls: 4.3870, loss: 4.3870 2020-07-02 00:05:16,630 - mmaction - INFO - Epoch [8][180/627] lr: 1.330e-01, eta: 1 day, 11:39:39, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.1469, top5_acc: 0.3594, loss_cls: 4.1523, loss: 4.1523 2020-07-02 00:05:32,889 - mmaction - INFO - Epoch [8][200/627] lr: 1.336e-01, eta: 1 day, 11:39:16, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3312, loss_cls: 4.2541, loss: 4.2541 2020-07-02 00:05:49,041 - mmaction - INFO - Epoch [8][220/627] lr: 1.341e-01, eta: 1 day, 11:38:49, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.1187, top5_acc: 0.3031, loss_cls: 4.5048, loss: 4.5048 2020-07-02 00:06:05,266 - mmaction - INFO - Epoch [8][240/627] lr: 1.347e-01, eta: 1 day, 11:38:24, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1469, top5_acc: 0.3406, loss_cls: 4.3465, loss: 4.3465 2020-07-02 00:06:21,460 - mmaction - INFO - Epoch [8][260/627] lr: 1.353e-01, eta: 1 day, 11:37:58, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1594, top5_acc: 0.3750, loss_cls: 4.1193, loss: 4.1193 2020-07-02 00:06:37,676 - mmaction - INFO - Epoch [8][280/627] lr: 1.358e-01, eta: 1 day, 11:37:34, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.1313, top5_acc: 0.3469, loss_cls: 4.2946, loss: 4.2946 2020-07-02 00:06:53,887 - mmaction - INFO - Epoch [8][300/627] lr: 1.364e-01, eta: 1 day, 11:37:09, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1437, top5_acc: 0.3500, loss_cls: 4.1097, loss: 4.1097 2020-07-02 00:07:10,076 - mmaction - INFO - Epoch [8][320/627] lr: 1.369e-01, eta: 1 day, 11:36:44, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.1437, top5_acc: 0.3438, loss_cls: 4.1416, loss: 4.1416 2020-07-02 00:07:26,583 - mmaction - INFO - Epoch [8][340/627] lr: 1.375e-01, eta: 1 day, 11:36:29, time: 0.826, data_time: 0.014, memory: 11095, top1_acc: 0.1219, top5_acc: 0.2719, loss_cls: 4.3251, loss: 4.3251 2020-07-02 00:07:42,728 - mmaction - INFO - Epoch [8][360/627] lr: 1.380e-01, eta: 1 day, 11:36:03, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.1594, top5_acc: 0.3719, loss_cls: 4.1622, loss: 4.1622 2020-07-02 00:07:58,909 - mmaction - INFO - Epoch [8][380/627] lr: 1.386e-01, eta: 1 day, 11:35:37, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1406, top5_acc: 0.3187, loss_cls: 4.2975, loss: 4.2975 2020-07-02 00:08:15,119 - mmaction - INFO - Epoch [8][400/627] lr: 1.392e-01, eta: 1 day, 11:35:12, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1125, top5_acc: 0.3250, loss_cls: 4.2121, loss: 4.2121 2020-07-02 00:08:31,295 - mmaction - INFO - Epoch [8][420/627] lr: 1.397e-01, eta: 1 day, 11:34:48, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1781, top5_acc: 0.3406, loss_cls: 4.1960, loss: 4.1960 2020-07-02 00:08:47,856 - mmaction - INFO - Epoch [8][440/627] lr: 1.403e-01, eta: 1 day, 11:34:34, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.1094, top5_acc: 0.3125, loss_cls: 4.3857, loss: 4.3857 2020-07-02 00:09:04,035 - mmaction - INFO - Epoch [8][460/627] lr: 1.408e-01, eta: 1 day, 11:34:08, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1281, top5_acc: 0.3375, loss_cls: 4.2969, loss: 4.2969 2020-07-02 00:09:20,605 - mmaction - INFO - Epoch [8][480/627] lr: 1.414e-01, eta: 1 day, 11:33:56, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.0906, top5_acc: 0.2719, loss_cls: 4.4597, loss: 4.4597 2020-07-02 00:09:36,782 - mmaction - INFO - Epoch [8][500/627] lr: 1.419e-01, eta: 1 day, 11:33:31, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1500, top5_acc: 0.3312, loss_cls: 4.2702, loss: 4.2702 2020-07-02 00:09:52,959 - mmaction - INFO - Epoch [8][520/627] lr: 1.425e-01, eta: 1 day, 11:33:06, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.1781, top5_acc: 0.3750, loss_cls: 4.1298, loss: 4.1298 2020-07-02 00:10:09,136 - mmaction - INFO - Epoch [8][540/627] lr: 1.430e-01, eta: 1 day, 11:32:41, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1344, top5_acc: 0.3250, loss_cls: 4.3310, loss: 4.3310 2020-07-02 00:10:25,352 - mmaction - INFO - Epoch [8][560/627] lr: 1.436e-01, eta: 1 day, 11:32:16, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1375, top5_acc: 0.3406, loss_cls: 4.1504, loss: 4.1504 2020-07-02 00:10:41,548 - mmaction - INFO - Epoch [8][580/627] lr: 1.442e-01, eta: 1 day, 11:31:53, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3500, loss_cls: 4.1133, loss: 4.1133 2020-07-02 00:10:57,667 - mmaction - INFO - Epoch [8][600/627] lr: 1.447e-01, eta: 1 day, 11:31:26, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.1594, top5_acc: 0.3469, loss_cls: 4.1690, loss: 4.1690 2020-07-02 00:11:13,869 - mmaction - INFO - Epoch [8][620/627] lr: 1.453e-01, eta: 1 day, 11:31:03, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.1406, top5_acc: 0.3531, loss_cls: 4.1224, loss: 4.1224 2020-07-02 00:11:19,149 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-02 00:11:41,483 - mmaction - INFO - Epoch [9][20/627] lr: 1.459e-01, eta: 1 day, 11:30:12, time: 1.064, data_time: 0.248, memory: 11095, top1_acc: 0.1562, top5_acc: 0.3688, loss_cls: 4.1271, loss: 4.1271 2020-07-02 00:11:57,729 - mmaction - INFO - Epoch [9][40/627] lr: 1.465e-01, eta: 1 day, 11:29:49, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.1500, top5_acc: 0.3344, loss_cls: 4.2155, loss: 4.2155 2020-07-02 00:12:13,930 - mmaction - INFO - Epoch [9][60/627] lr: 1.471e-01, eta: 1 day, 11:29:25, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1750, top5_acc: 0.3563, loss_cls: 4.1103, loss: 4.1103 2020-07-02 00:12:30,437 - mmaction - INFO - Epoch [9][80/627] lr: 1.476e-01, eta: 1 day, 11:29:11, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.1313, top5_acc: 0.3781, loss_cls: 4.2227, loss: 4.2227 2020-07-02 00:12:46,651 - mmaction - INFO - Epoch [9][100/627] lr: 1.482e-01, eta: 1 day, 11:28:47, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3781, loss_cls: 4.1059, loss: 4.1059 2020-07-02 00:13:02,902 - mmaction - INFO - Epoch [9][120/627] lr: 1.487e-01, eta: 1 day, 11:28:26, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.1812, top5_acc: 0.4031, loss_cls: 4.0200, loss: 4.0200 2020-07-02 00:13:19,354 - mmaction - INFO - Epoch [9][140/627] lr: 1.493e-01, eta: 1 day, 11:28:09, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.1562, top5_acc: 0.3719, loss_cls: 4.1009, loss: 4.1009 2020-07-02 00:13:35,554 - mmaction - INFO - Epoch [9][160/627] lr: 1.498e-01, eta: 1 day, 11:27:46, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.1625, top5_acc: 0.4125, loss_cls: 4.0717, loss: 4.0717 2020-07-02 00:13:52,141 - mmaction - INFO - Epoch [9][180/627] lr: 1.504e-01, eta: 1 day, 11:27:35, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.1500, top5_acc: 0.3531, loss_cls: 4.2213, loss: 4.2213 2020-07-02 00:14:08,920 - mmaction - INFO - Epoch [9][200/627] lr: 1.509e-01, eta: 1 day, 11:27:28, time: 0.838, data_time: 0.001, memory: 11095, top1_acc: 0.1469, top5_acc: 0.3312, loss_cls: 4.2921, loss: 4.2921 2020-07-02 00:14:25,149 - mmaction - INFO - Epoch [9][220/627] lr: 1.515e-01, eta: 1 day, 11:27:06, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3094, loss_cls: 4.2582, loss: 4.2582 2020-07-02 00:14:41,360 - mmaction - INFO - Epoch [9][240/627] lr: 1.521e-01, eta: 1 day, 11:26:42, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3344, loss_cls: 4.1537, loss: 4.1537 2020-07-02 00:14:57,936 - mmaction - INFO - Epoch [9][260/627] lr: 1.526e-01, eta: 1 day, 11:26:30, time: 0.830, data_time: 0.003, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3531, loss_cls: 4.1929, loss: 4.1929 2020-07-02 00:15:14,124 - mmaction - INFO - Epoch [9][280/627] lr: 1.532e-01, eta: 1 day, 11:26:06, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3563, loss_cls: 4.0759, loss: 4.0759 2020-07-02 00:15:30,317 - mmaction - INFO - Epoch [9][300/627] lr: 1.537e-01, eta: 1 day, 11:25:42, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1594, top5_acc: 0.3937, loss_cls: 4.0324, loss: 4.0324 2020-07-02 00:15:46,898 - mmaction - INFO - Epoch [9][320/627] lr: 1.543e-01, eta: 1 day, 11:25:30, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.1812, top5_acc: 0.3812, loss_cls: 4.1021, loss: 4.1021 2020-07-02 00:16:03,465 - mmaction - INFO - Epoch [9][340/627] lr: 1.548e-01, eta: 1 day, 11:25:17, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.2156, top5_acc: 0.4000, loss_cls: 4.0031, loss: 4.0031 2020-07-02 00:16:19,778 - mmaction - INFO - Epoch [9][360/627] lr: 1.554e-01, eta: 1 day, 11:24:57, time: 0.816, data_time: 0.003, memory: 11095, top1_acc: 0.1469, top5_acc: 0.3969, loss_cls: 4.0354, loss: 4.0354 2020-07-02 00:16:35,928 - mmaction - INFO - Epoch [9][380/627] lr: 1.559e-01, eta: 1 day, 11:24:33, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2031, top5_acc: 0.3937, loss_cls: 3.9018, loss: 3.9018 2020-07-02 00:16:52,142 - mmaction - INFO - Epoch [9][400/627] lr: 1.565e-01, eta: 1 day, 11:24:10, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1500, top5_acc: 0.3344, loss_cls: 4.1259, loss: 4.1259 2020-07-02 00:17:08,432 - mmaction - INFO - Epoch [9][420/627] lr: 1.571e-01, eta: 1 day, 11:23:49, time: 0.815, data_time: 0.008, memory: 11095, top1_acc: 0.1500, top5_acc: 0.3625, loss_cls: 4.1311, loss: 4.1311 2020-07-02 00:17:24,648 - mmaction - INFO - Epoch [9][440/627] lr: 1.576e-01, eta: 1 day, 11:23:26, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1469, top5_acc: 0.3500, loss_cls: 4.2229, loss: 4.2229 2020-07-02 00:17:40,832 - mmaction - INFO - Epoch [9][460/627] lr: 1.582e-01, eta: 1 day, 11:23:03, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3750, loss_cls: 3.9665, loss: 3.9665 2020-07-02 00:17:57,069 - mmaction - INFO - Epoch [9][480/627] lr: 1.587e-01, eta: 1 day, 11:22:41, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3688, loss_cls: 4.1606, loss: 4.1606 2020-07-02 00:18:13,624 - mmaction - INFO - Epoch [9][500/627] lr: 1.593e-01, eta: 1 day, 11:22:28, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.1437, top5_acc: 0.3969, loss_cls: 4.0198, loss: 4.0198 2020-07-02 00:18:29,804 - mmaction - INFO - Epoch [9][520/627] lr: 1.598e-01, eta: 1 day, 11:22:05, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1906, top5_acc: 0.3656, loss_cls: 4.0735, loss: 4.0735 2020-07-02 00:18:46,027 - mmaction - INFO - Epoch [9][540/627] lr: 1.604e-01, eta: 1 day, 11:21:42, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1625, top5_acc: 0.4313, loss_cls: 3.9551, loss: 3.9551 2020-07-02 00:19:02,260 - mmaction - INFO - Epoch [9][560/627] lr: 1.610e-01, eta: 1 day, 11:21:20, time: 0.812, data_time: 0.004, memory: 11095, top1_acc: 0.1625, top5_acc: 0.3844, loss_cls: 4.1072, loss: 4.1072 2020-07-02 00:19:18,388 - mmaction - INFO - Epoch [9][580/627] lr: 1.615e-01, eta: 1 day, 11:20:56, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3531, loss_cls: 4.3016, loss: 4.3016 2020-07-02 00:19:34,996 - mmaction - INFO - Epoch [9][600/627] lr: 1.621e-01, eta: 1 day, 11:20:44, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3594, loss_cls: 4.1357, loss: 4.1357 2020-07-02 00:19:51,461 - mmaction - INFO - Epoch [9][620/627] lr: 1.626e-01, eta: 1 day, 11:20:29, time: 0.824, data_time: 0.003, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3719, loss_cls: 4.1225, loss: 4.1225 2020-07-02 00:20:19,144 - mmaction - INFO - Epoch [10][20/627] lr: 1.633e-01, eta: 1 day, 11:20:13, time: 1.120, data_time: 0.292, memory: 11095, top1_acc: 0.1938, top5_acc: 0.3875, loss_cls: 3.9675, loss: 3.9675 2020-07-02 00:20:35,406 - mmaction - INFO - Epoch [10][40/627] lr: 1.638e-01, eta: 1 day, 11:19:51, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.1750, top5_acc: 0.3656, loss_cls: 4.0000, loss: 4.0000 2020-07-02 00:20:51,645 - mmaction - INFO - Epoch [10][60/627] lr: 1.644e-01, eta: 1 day, 11:19:29, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2062, top5_acc: 0.3906, loss_cls: 4.0036, loss: 4.0036 2020-07-02 00:21:07,943 - mmaction - INFO - Epoch [10][80/627] lr: 1.649e-01, eta: 1 day, 11:19:10, time: 0.817, data_time: 0.004, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.8412, loss: 3.8412 2020-07-02 00:21:24,136 - mmaction - INFO - Epoch [10][100/627] lr: 1.655e-01, eta: 1 day, 11:18:47, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2000, top5_acc: 0.3750, loss_cls: 3.9836, loss: 3.9836 2020-07-02 00:21:41,159 - mmaction - INFO - Epoch [10][120/627] lr: 1.660e-01, eta: 1 day, 11:18:47, time: 0.852, data_time: 0.003, memory: 11095, top1_acc: 0.1781, top5_acc: 0.4125, loss_cls: 3.9726, loss: 3.9726 2020-07-02 00:21:57,324 - mmaction - INFO - Epoch [10][140/627] lr: 1.666e-01, eta: 1 day, 11:18:23, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2062, top5_acc: 0.4188, loss_cls: 3.9104, loss: 3.9104 2020-07-02 00:22:13,598 - mmaction - INFO - Epoch [10][160/627] lr: 1.672e-01, eta: 1 day, 11:18:02, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.2156, top5_acc: 0.4000, loss_cls: 3.9162, loss: 3.9162 2020-07-02 00:22:29,777 - mmaction - INFO - Epoch [10][180/627] lr: 1.677e-01, eta: 1 day, 11:17:40, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1812, top5_acc: 0.4000, loss_cls: 3.9561, loss: 3.9561 2020-07-02 00:22:45,944 - mmaction - INFO - Epoch [10][200/627] lr: 1.683e-01, eta: 1 day, 11:17:17, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1844, top5_acc: 0.4031, loss_cls: 4.1455, loss: 4.1455 2020-07-02 00:23:02,167 - mmaction - INFO - Epoch [10][220/627] lr: 1.688e-01, eta: 1 day, 11:16:54, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.1656, top5_acc: 0.4250, loss_cls: 3.8709, loss: 3.8709 2020-07-02 00:23:18,377 - mmaction - INFO - Epoch [10][240/627] lr: 1.694e-01, eta: 1 day, 11:16:32, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1781, top5_acc: 0.3937, loss_cls: 3.9969, loss: 3.9969 2020-07-02 00:23:34,522 - mmaction - INFO - Epoch [10][260/627] lr: 1.699e-01, eta: 1 day, 11:16:08, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2031, top5_acc: 0.4406, loss_cls: 3.9653, loss: 3.9653 2020-07-02 00:23:51,133 - mmaction - INFO - Epoch [10][280/627] lr: 1.705e-01, eta: 1 day, 11:15:57, time: 0.831, data_time: 0.004, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4250, loss_cls: 3.7996, loss: 3.7996 2020-07-02 00:24:07,396 - mmaction - INFO - Epoch [10][300/627] lr: 1.710e-01, eta: 1 day, 11:15:37, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.1906, top5_acc: 0.4000, loss_cls: 3.9341, loss: 3.9341 2020-07-02 00:24:23,605 - mmaction - INFO - Epoch [10][320/627] lr: 1.716e-01, eta: 1 day, 11:15:15, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4000, loss_cls: 3.9632, loss: 3.9632 2020-07-02 00:24:39,814 - mmaction - INFO - Epoch [10][340/627] lr: 1.722e-01, eta: 1 day, 11:14:52, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.1875, top5_acc: 0.4031, loss_cls: 3.9303, loss: 3.9303 2020-07-02 00:24:56,026 - mmaction - INFO - Epoch [10][360/627] lr: 1.727e-01, eta: 1 day, 11:14:30, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.1719, top5_acc: 0.3844, loss_cls: 3.8908, loss: 3.8908 2020-07-02 00:25:12,353 - mmaction - INFO - Epoch [10][380/627] lr: 1.733e-01, eta: 1 day, 11:14:12, time: 0.818, data_time: 0.003, memory: 11095, top1_acc: 0.1719, top5_acc: 0.4156, loss_cls: 3.9731, loss: 3.9731 2020-07-02 00:25:28,540 - mmaction - INFO - Epoch [10][400/627] lr: 1.738e-01, eta: 1 day, 11:13:49, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1875, top5_acc: 0.3969, loss_cls: 3.9866, loss: 3.9866 2020-07-02 00:25:44,782 - mmaction - INFO - Epoch [10][420/627] lr: 1.744e-01, eta: 1 day, 11:13:28, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.1656, top5_acc: 0.4094, loss_cls: 3.8458, loss: 3.8458 2020-07-02 00:26:01,630 - mmaction - INFO - Epoch [10][440/627] lr: 1.749e-01, eta: 1 day, 11:13:22, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.1750, top5_acc: 0.3375, loss_cls: 4.1965, loss: 4.1965 2020-07-02 00:26:17,887 - mmaction - INFO - Epoch [10][460/627] lr: 1.755e-01, eta: 1 day, 11:13:01, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2062, top5_acc: 0.3937, loss_cls: 3.8539, loss: 3.8539 2020-07-02 00:26:34,109 - mmaction - INFO - Epoch [10][480/627] lr: 1.760e-01, eta: 1 day, 11:12:40, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.1562, top5_acc: 0.4156, loss_cls: 4.0274, loss: 4.0274 2020-07-02 00:26:50,478 - mmaction - INFO - Epoch [10][500/627] lr: 1.766e-01, eta: 1 day, 11:12:22, time: 0.819, data_time: 0.017, memory: 11095, top1_acc: 0.2031, top5_acc: 0.4062, loss_cls: 3.7975, loss: 3.7975 2020-07-02 00:27:06,993 - mmaction - INFO - Epoch [10][520/627] lr: 1.772e-01, eta: 1 day, 11:12:08, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.1781, top5_acc: 0.3875, loss_cls: 3.9090, loss: 3.9090 2020-07-02 00:27:23,207 - mmaction - INFO - Epoch [10][540/627] lr: 1.777e-01, eta: 1 day, 11:11:47, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2062, top5_acc: 0.3875, loss_cls: 4.0758, loss: 4.0758 2020-07-02 00:27:39,428 - mmaction - INFO - Epoch [10][560/627] lr: 1.783e-01, eta: 1 day, 11:11:25, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1844, top5_acc: 0.4281, loss_cls: 4.0469, loss: 4.0469 2020-07-02 00:27:55,566 - mmaction - INFO - Epoch [10][580/627] lr: 1.788e-01, eta: 1 day, 11:11:02, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.9745, loss: 3.9745 2020-07-02 00:28:11,782 - mmaction - INFO - Epoch [10][600/627] lr: 1.794e-01, eta: 1 day, 11:10:41, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.1938, top5_acc: 0.4344, loss_cls: 3.7916, loss: 3.7916 2020-07-02 00:28:28,112 - mmaction - INFO - Epoch [10][620/627] lr: 1.799e-01, eta: 1 day, 11:10:23, time: 0.817, data_time: 0.001, memory: 11095, top1_acc: 0.1656, top5_acc: 0.3906, loss_cls: 4.0257, loss: 4.0257 2020-07-02 00:28:56,061 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 00:28:56,931 - mmaction - INFO - top1_acc 0.1409 top5_acc 0.3371 2020-07-02 00:28:56,931 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 00:28:56,990 - mmaction - INFO - mean_acc 0.1408 2020-07-02 00:28:57,000 - mmaction - INFO - Epoch [10][627/627] lr: 1.801e-01, top1_acc: 0.1409, top5_acc: 0.3371, mean_class_accuracy: 0.1408 2020-07-02 00:29:17,884 - mmaction - INFO - Epoch [11][20/627] lr: 1.806e-01, eta: 1 day, 11:09:28, time: 1.042, data_time: 0.234, memory: 11095, top1_acc: 0.1562, top5_acc: 0.3937, loss_cls: 3.9734, loss: 3.9734 2020-07-02 00:29:33,993 - mmaction - INFO - Epoch [11][40/627] lr: 1.811e-01, eta: 1 day, 11:09:05, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7360, loss: 3.7360 2020-07-02 00:29:50,149 - mmaction - INFO - Epoch [11][60/627] lr: 1.817e-01, eta: 1 day, 11:08:41, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.1969, top5_acc: 0.4281, loss_cls: 3.8690, loss: 3.8690 2020-07-02 00:30:06,408 - mmaction - INFO - Epoch [11][80/627] lr: 1.822e-01, eta: 1 day, 11:08:22, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.1812, top5_acc: 0.4188, loss_cls: 3.9669, loss: 3.9669 2020-07-02 00:30:22,689 - mmaction - INFO - Epoch [11][100/627] lr: 1.828e-01, eta: 1 day, 11:08:02, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.1656, top5_acc: 0.4313, loss_cls: 3.9899, loss: 3.9899 2020-07-02 00:30:39,385 - mmaction - INFO - Epoch [11][120/627] lr: 1.833e-01, eta: 1 day, 11:07:52, time: 0.835, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4531, loss_cls: 3.7538, loss: 3.7538 2020-07-02 00:30:55,906 - mmaction - INFO - Epoch [11][140/627] lr: 1.839e-01, eta: 1 day, 11:07:38, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.2031, top5_acc: 0.4031, loss_cls: 3.9205, loss: 3.9205 2020-07-02 00:31:12,436 - mmaction - INFO - Epoch [11][160/627] lr: 1.844e-01, eta: 1 day, 11:07:25, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4156, loss_cls: 3.8693, loss: 3.8693 2020-07-02 00:31:28,607 - mmaction - INFO - Epoch [11][180/627] lr: 1.850e-01, eta: 1 day, 11:07:03, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4000, loss_cls: 3.9469, loss: 3.9469 2020-07-02 00:31:44,786 - mmaction - INFO - Epoch [11][200/627] lr: 1.856e-01, eta: 1 day, 11:06:41, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2281, top5_acc: 0.4000, loss_cls: 3.8315, loss: 3.8315 2020-07-02 00:32:00,977 - mmaction - INFO - Epoch [11][220/627] lr: 1.861e-01, eta: 1 day, 11:06:19, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2281, top5_acc: 0.4219, loss_cls: 3.7447, loss: 3.7447 2020-07-02 00:32:17,190 - mmaction - INFO - Epoch [11][240/627] lr: 1.867e-01, eta: 1 day, 11:05:58, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.1812, top5_acc: 0.4188, loss_cls: 3.8482, loss: 3.8482 2020-07-02 00:32:33,527 - mmaction - INFO - Epoch [11][260/627] lr: 1.872e-01, eta: 1 day, 11:05:40, time: 0.817, data_time: 0.003, memory: 11095, top1_acc: 0.1938, top5_acc: 0.4125, loss_cls: 3.9057, loss: 3.9057 2020-07-02 00:32:49,704 - mmaction - INFO - Epoch [11][280/627] lr: 1.878e-01, eta: 1 day, 11:05:18, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4531, loss_cls: 3.7343, loss: 3.7343 2020-07-02 00:33:05,921 - mmaction - INFO - Epoch [11][300/627] lr: 1.883e-01, eta: 1 day, 11:04:57, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4188, loss_cls: 3.7901, loss: 3.7901 2020-07-02 00:33:22,490 - mmaction - INFO - Epoch [11][320/627] lr: 1.889e-01, eta: 1 day, 11:04:45, time: 0.829, data_time: 0.001, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4469, loss_cls: 3.7466, loss: 3.7466 2020-07-02 00:33:38,713 - mmaction - INFO - Epoch [11][340/627] lr: 1.894e-01, eta: 1 day, 11:04:24, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4719, loss_cls: 3.7649, loss: 3.7649 2020-07-02 00:33:54,988 - mmaction - INFO - Epoch [11][360/627] lr: 1.900e-01, eta: 1 day, 11:04:04, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.1844, top5_acc: 0.3969, loss_cls: 3.9283, loss: 3.9283 2020-07-02 00:34:11,154 - mmaction - INFO - Epoch [11][380/627] lr: 1.905e-01, eta: 1 day, 11:03:43, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.1812, top5_acc: 0.4344, loss_cls: 3.8779, loss: 3.8779 2020-07-02 00:34:27,303 - mmaction - INFO - Epoch [11][400/627] lr: 1.911e-01, eta: 1 day, 11:03:20, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.1906, top5_acc: 0.4219, loss_cls: 3.7907, loss: 3.7907 2020-07-02 00:34:43,508 - mmaction - INFO - Epoch [11][420/627] lr: 1.917e-01, eta: 1 day, 11:02:58, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.1906, top5_acc: 0.3937, loss_cls: 3.9928, loss: 3.9928 2020-07-02 00:34:59,698 - mmaction - INFO - Epoch [11][440/627] lr: 1.922e-01, eta: 1 day, 11:02:38, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.1812, top5_acc: 0.4625, loss_cls: 3.6848, loss: 3.6848 2020-07-02 00:35:15,893 - mmaction - INFO - Epoch [11][460/627] lr: 1.928e-01, eta: 1 day, 11:02:16, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4813, loss_cls: 3.6422, loss: 3.6422 2020-07-02 00:35:32,328 - mmaction - INFO - Epoch [11][480/627] lr: 1.933e-01, eta: 1 day, 11:02:00, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.7495, loss: 3.7495 2020-07-02 00:35:48,532 - mmaction - INFO - Epoch [11][500/627] lr: 1.939e-01, eta: 1 day, 11:01:39, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4250, loss_cls: 3.7570, loss: 3.7570 2020-07-02 00:36:04,759 - mmaction - INFO - Epoch [11][520/627] lr: 1.944e-01, eta: 1 day, 11:01:19, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.6638, loss: 3.6638 2020-07-02 00:36:21,248 - mmaction - INFO - Epoch [11][540/627] lr: 1.950e-01, eta: 1 day, 11:01:05, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.1531, top5_acc: 0.3625, loss_cls: 4.0493, loss: 4.0493 2020-07-02 00:36:37,515 - mmaction - INFO - Epoch [11][560/627] lr: 1.955e-01, eta: 1 day, 11:00:45, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.1750, top5_acc: 0.4281, loss_cls: 3.8619, loss: 3.8619 2020-07-02 00:36:54,082 - mmaction - INFO - Epoch [11][580/627] lr: 1.961e-01, eta: 1 day, 11:00:32, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4281, loss_cls: 3.8325, loss: 3.8325 2020-07-02 00:37:10,248 - mmaction - INFO - Epoch [11][600/627] lr: 1.967e-01, eta: 1 day, 11:00:11, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.1969, top5_acc: 0.4375, loss_cls: 3.7554, loss: 3.7554 2020-07-02 00:37:26,435 - mmaction - INFO - Epoch [11][620/627] lr: 1.972e-01, eta: 1 day, 10:59:50, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4688, loss_cls: 3.7274, loss: 3.7274 2020-07-02 00:37:54,164 - mmaction - INFO - Epoch [12][20/627] lr: 1.978e-01, eta: 1 day, 10:59:34, time: 1.121, data_time: 0.291, memory: 11095, top1_acc: 0.1938, top5_acc: 0.3906, loss_cls: 3.9882, loss: 3.9882 2020-07-02 00:38:10,383 - mmaction - INFO - Epoch [12][40/627] lr: 1.984e-01, eta: 1 day, 10:59:14, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2281, top5_acc: 0.4969, loss_cls: 3.4655, loss: 3.4655 2020-07-02 00:38:26,549 - mmaction - INFO - Epoch [12][60/627] lr: 1.989e-01, eta: 1 day, 10:58:52, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4344, loss_cls: 3.6932, loss: 3.6932 2020-07-02 00:38:42,933 - mmaction - INFO - Epoch [12][80/627] lr: 1.995e-01, eta: 1 day, 10:58:35, time: 0.819, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.5870, loss: 3.5870 2020-07-02 00:38:59,114 - mmaction - INFO - Epoch [12][100/627] lr: 2.000e-01, eta: 1 day, 10:58:13, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.1750, top5_acc: 0.4062, loss_cls: 3.8890, loss: 3.8890 2020-07-02 00:39:15,295 - mmaction - INFO - Epoch [12][120/627] lr: 2.006e-01, eta: 1 day, 10:57:53, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4750, loss_cls: 3.7375, loss: 3.7375 2020-07-02 00:39:31,410 - mmaction - INFO - Epoch [12][140/627] lr: 2.011e-01, eta: 1 day, 10:57:30, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4344, loss_cls: 3.8590, loss: 3.8590 2020-07-02 00:39:47,544 - mmaction - INFO - Epoch [12][160/627] lr: 2.017e-01, eta: 1 day, 10:57:08, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.4719, loss_cls: 3.6226, loss: 3.6226 2020-07-02 00:40:03,823 - mmaction - INFO - Epoch [12][180/627] lr: 2.022e-01, eta: 1 day, 10:56:49, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.1750, top5_acc: 0.3656, loss_cls: 4.0665, loss: 4.0665 2020-07-02 00:40:20,392 - mmaction - INFO - Epoch [12][200/627] lr: 2.028e-01, eta: 1 day, 10:56:37, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.1938, top5_acc: 0.4031, loss_cls: 3.9306, loss: 3.9306 2020-07-02 00:40:36,624 - mmaction - INFO - Epoch [12][220/627] lr: 2.033e-01, eta: 1 day, 10:56:16, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.6672, loss: 3.6672 2020-07-02 00:40:52,789 - mmaction - INFO - Epoch [12][240/627] lr: 2.039e-01, eta: 1 day, 10:55:54, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4156, loss_cls: 3.7431, loss: 3.7431 2020-07-02 00:41:09,409 - mmaction - INFO - Epoch [12][260/627] lr: 2.045e-01, eta: 1 day, 10:55:43, time: 0.831, data_time: 0.003, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.6660, loss: 3.6660 2020-07-02 00:41:25,683 - mmaction - INFO - Epoch [12][280/627] lr: 2.050e-01, eta: 1 day, 10:55:24, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7534, loss: 3.7534 2020-07-02 00:41:41,868 - mmaction - INFO - Epoch [12][300/627] lr: 2.056e-01, eta: 1 day, 10:55:02, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.1688, top5_acc: 0.3688, loss_cls: 3.9506, loss: 3.9506 2020-07-02 00:41:58,024 - mmaction - INFO - Epoch [12][320/627] lr: 2.061e-01, eta: 1 day, 10:54:41, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2437, top5_acc: 0.5125, loss_cls: 3.6214, loss: 3.6214 2020-07-02 00:42:14,188 - mmaction - INFO - Epoch [12][340/627] lr: 2.067e-01, eta: 1 day, 10:54:20, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4469, loss_cls: 3.6435, loss: 3.6435 2020-07-02 00:42:30,373 - mmaction - INFO - Epoch [12][360/627] lr: 2.072e-01, eta: 1 day, 10:53:59, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.6467, loss: 3.6467 2020-07-02 00:42:46,523 - mmaction - INFO - Epoch [12][380/627] lr: 2.078e-01, eta: 1 day, 10:53:38, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.6496, loss: 3.6496 2020-07-02 00:43:02,718 - mmaction - INFO - Epoch [12][400/627] lr: 2.083e-01, eta: 1 day, 10:53:17, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.1906, top5_acc: 0.4406, loss_cls: 3.7641, loss: 3.7641 2020-07-02 00:43:18,916 - mmaction - INFO - Epoch [12][420/627] lr: 2.089e-01, eta: 1 day, 10:52:57, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.4750, loss_cls: 3.5739, loss: 3.5739 2020-07-02 00:43:35,420 - mmaction - INFO - Epoch [12][440/627] lr: 2.095e-01, eta: 1 day, 10:52:43, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.6441, loss: 3.6441 2020-07-02 00:43:51,633 - mmaction - INFO - Epoch [12][460/627] lr: 2.100e-01, eta: 1 day, 10:52:22, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2031, top5_acc: 0.4594, loss_cls: 3.7011, loss: 3.7011 2020-07-02 00:44:07,759 - mmaction - INFO - Epoch [12][480/627] lr: 2.106e-01, eta: 1 day, 10:52:01, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2031, top5_acc: 0.4125, loss_cls: 4.0029, loss: 4.0029 2020-07-02 00:44:23,878 - mmaction - INFO - Epoch [12][500/627] lr: 2.111e-01, eta: 1 day, 10:51:38, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4781, loss_cls: 3.6562, loss: 3.6562 2020-07-02 00:44:40,017 - mmaction - INFO - Epoch [12][520/627] lr: 2.117e-01, eta: 1 day, 10:51:17, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.5706, loss: 3.5706 2020-07-02 00:44:56,554 - mmaction - INFO - Epoch [12][540/627] lr: 2.122e-01, eta: 1 day, 10:51:02, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.6883, loss: 3.6883 2020-07-02 00:45:12,719 - mmaction - INFO - Epoch [12][560/627] lr: 2.128e-01, eta: 1 day, 10:50:42, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4562, loss_cls: 3.6059, loss: 3.6059 2020-07-02 00:45:28,878 - mmaction - INFO - Epoch [12][580/627] lr: 2.133e-01, eta: 1 day, 10:50:21, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4625, loss_cls: 3.6345, loss: 3.6345 2020-07-02 00:45:45,020 - mmaction - INFO - Epoch [12][600/627] lr: 2.139e-01, eta: 1 day, 10:49:59, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4313, loss_cls: 3.8040, loss: 3.8040 2020-07-02 00:46:01,155 - mmaction - INFO - Epoch [12][620/627] lr: 2.144e-01, eta: 1 day, 10:49:38, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4656, loss_cls: 3.6688, loss: 3.6688 2020-07-02 00:46:06,410 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-02 00:46:28,965 - mmaction - INFO - Epoch [13][20/627] lr: 2.150e-01, eta: 1 day, 10:49:05, time: 1.079, data_time: 0.252, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.7096, loss: 3.7096 2020-07-02 00:46:45,201 - mmaction - INFO - Epoch [13][40/627] lr: 2.156e-01, eta: 1 day, 10:48:45, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2375, top5_acc: 0.5062, loss_cls: 3.6238, loss: 3.6238 2020-07-02 00:47:01,396 - mmaction - INFO - Epoch [13][60/627] lr: 2.161e-01, eta: 1 day, 10:48:25, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4344, loss_cls: 3.6862, loss: 3.6862 2020-07-02 00:47:17,658 - mmaction - INFO - Epoch [13][80/627] lr: 2.167e-01, eta: 1 day, 10:48:06, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.7095, loss: 3.7095 2020-07-02 00:47:34,242 - mmaction - INFO - Epoch [13][100/627] lr: 2.172e-01, eta: 1 day, 10:47:54, time: 0.830, data_time: 0.003, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4719, loss_cls: 3.4760, loss: 3.4760 2020-07-02 00:47:50,775 - mmaction - INFO - Epoch [13][120/627] lr: 2.178e-01, eta: 1 day, 10:47:40, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.1938, top5_acc: 0.4375, loss_cls: 3.6252, loss: 3.6252 2020-07-02 00:48:06,961 - mmaction - INFO - Epoch [13][140/627] lr: 2.183e-01, eta: 1 day, 10:47:20, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6979, loss: 3.6979 2020-07-02 00:48:23,201 - mmaction - INFO - Epoch [13][160/627] lr: 2.189e-01, eta: 1 day, 10:47:00, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.8451, loss: 3.8451 2020-07-02 00:48:39,470 - mmaction - INFO - Epoch [13][180/627] lr: 2.194e-01, eta: 1 day, 10:46:41, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6822, loss: 3.6822 2020-07-02 00:48:56,074 - mmaction - INFO - Epoch [13][200/627] lr: 2.200e-01, eta: 1 day, 10:46:30, time: 0.832, data_time: 0.003, memory: 11095, top1_acc: 0.2062, top5_acc: 0.4531, loss_cls: 3.6873, loss: 3.6873 2020-07-02 00:49:12,568 - mmaction - INFO - Epoch [13][220/627] lr: 2.205e-01, eta: 1 day, 10:46:16, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4344, loss_cls: 3.8124, loss: 3.8124 2020-07-02 00:49:29,117 - mmaction - INFO - Epoch [13][240/627] lr: 2.211e-01, eta: 1 day, 10:46:02, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.1969, top5_acc: 0.4406, loss_cls: 3.8372, loss: 3.8372 2020-07-02 00:49:45,663 - mmaction - INFO - Epoch [13][260/627] lr: 2.217e-01, eta: 1 day, 10:45:49, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.5720, loss: 3.5720 2020-07-02 00:50:01,841 - mmaction - INFO - Epoch [13][280/627] lr: 2.222e-01, eta: 1 day, 10:45:29, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.7354, loss: 3.7354 2020-07-02 00:50:18,045 - mmaction - INFO - Epoch [13][300/627] lr: 2.228e-01, eta: 1 day, 10:45:09, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.6060, loss: 3.6060 2020-07-02 00:50:34,157 - mmaction - INFO - Epoch [13][320/627] lr: 2.233e-01, eta: 1 day, 10:44:47, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.5954, loss: 3.5954 2020-07-02 00:50:50,877 - mmaction - INFO - Epoch [13][340/627] lr: 2.239e-01, eta: 1 day, 10:44:37, time: 0.836, data_time: 0.013, memory: 11095, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.6916, loss: 3.6916 2020-07-02 00:51:07,053 - mmaction - INFO - Epoch [13][360/627] lr: 2.244e-01, eta: 1 day, 10:44:16, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5156, loss_cls: 3.6052, loss: 3.6052 2020-07-02 00:51:23,187 - mmaction - INFO - Epoch [13][380/627] lr: 2.250e-01, eta: 1 day, 10:43:55, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4406, loss_cls: 3.7846, loss: 3.7846 2020-07-02 00:51:39,381 - mmaction - INFO - Epoch [13][400/627] lr: 2.255e-01, eta: 1 day, 10:43:35, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4844, loss_cls: 3.6032, loss: 3.6032 2020-07-02 00:51:55,568 - mmaction - INFO - Epoch [13][420/627] lr: 2.261e-01, eta: 1 day, 10:43:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2094, top5_acc: 0.4844, loss_cls: 3.6458, loss: 3.6458 2020-07-02 00:52:11,727 - mmaction - INFO - Epoch [13][440/627] lr: 2.266e-01, eta: 1 day, 10:42:54, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4875, loss_cls: 3.5720, loss: 3.5720 2020-07-02 00:52:28,170 - mmaction - INFO - Epoch [13][460/627] lr: 2.272e-01, eta: 1 day, 10:42:39, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.6550, loss: 3.6550 2020-07-02 00:52:44,362 - mmaction - INFO - Epoch [13][480/627] lr: 2.278e-01, eta: 1 day, 10:42:19, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4875, loss_cls: 3.4555, loss: 3.4555 2020-07-02 00:53:00,573 - mmaction - INFO - Epoch [13][500/627] lr: 2.283e-01, eta: 1 day, 10:41:59, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.4182, loss: 3.4182 2020-07-02 00:53:16,712 - mmaction - INFO - Epoch [13][520/627] lr: 2.289e-01, eta: 1 day, 10:41:38, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5625, loss_cls: 3.3008, loss: 3.3008 2020-07-02 00:53:32,964 - mmaction - INFO - Epoch [13][540/627] lr: 2.294e-01, eta: 1 day, 10:41:19, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.6270, loss: 3.6270 2020-07-02 00:53:49,477 - mmaction - INFO - Epoch [13][560/627] lr: 2.300e-01, eta: 1 day, 10:41:05, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.2000, top5_acc: 0.4437, loss_cls: 3.7320, loss: 3.7320 2020-07-02 00:54:05,569 - mmaction - INFO - Epoch [13][580/627] lr: 2.305e-01, eta: 1 day, 10:40:43, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2375, top5_acc: 0.4437, loss_cls: 3.7263, loss: 3.7263 2020-07-02 00:54:21,751 - mmaction - INFO - Epoch [13][600/627] lr: 2.311e-01, eta: 1 day, 10:40:23, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.6681, loss: 3.6681 2020-07-02 00:54:37,930 - mmaction - INFO - Epoch [13][620/627] lr: 2.316e-01, eta: 1 day, 10:40:03, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6549, loss: 3.6549 2020-07-02 00:55:05,594 - mmaction - INFO - Epoch [14][20/627] lr: 2.322e-01, eta: 1 day, 10:39:45, time: 1.118, data_time: 0.309, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.6681, loss: 3.6681 2020-07-02 00:55:21,805 - mmaction - INFO - Epoch [14][40/627] lr: 2.327e-01, eta: 1 day, 10:39:26, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.4100, loss: 3.4100 2020-07-02 00:55:38,340 - mmaction - INFO - Epoch [14][60/627] lr: 2.333e-01, eta: 1 day, 10:39:12, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.2094, top5_acc: 0.5531, loss_cls: 3.4325, loss: 3.4325 2020-07-02 00:55:54,471 - mmaction - INFO - Epoch [14][80/627] lr: 2.338e-01, eta: 1 day, 10:38:51, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 3.6514, loss: 3.6514 2020-07-02 00:56:10,648 - mmaction - INFO - Epoch [14][100/627] lr: 2.344e-01, eta: 1 day, 10:38:31, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.5325, loss: 3.5325 2020-07-02 00:56:26,834 - mmaction - INFO - Epoch [14][120/627] lr: 2.349e-01, eta: 1 day, 10:38:11, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2375, top5_acc: 0.4625, loss_cls: 3.6491, loss: 3.6491 2020-07-02 00:56:43,068 - mmaction - INFO - Epoch [14][140/627] lr: 2.355e-01, eta: 1 day, 10:37:52, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5402, loss: 3.5402 2020-07-02 00:56:59,245 - mmaction - INFO - Epoch [14][160/627] lr: 2.360e-01, eta: 1 day, 10:37:31, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4781, loss_cls: 3.6524, loss: 3.6524 2020-07-02 00:57:15,816 - mmaction - INFO - Epoch [14][180/627] lr: 2.366e-01, eta: 1 day, 10:37:19, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.1969, top5_acc: 0.4188, loss_cls: 3.8055, loss: 3.8055 2020-07-02 00:57:32,159 - mmaction - INFO - Epoch [14][200/627] lr: 2.371e-01, eta: 1 day, 10:37:02, time: 0.816, data_time: 0.001, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.6163, loss: 3.6163 2020-07-02 00:57:48,322 - mmaction - INFO - Epoch [14][220/627] lr: 2.377e-01, eta: 1 day, 10:36:41, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.1969, top5_acc: 0.4375, loss_cls: 3.7618, loss: 3.7618 2020-07-02 00:58:04,575 - mmaction - INFO - Epoch [14][240/627] lr: 2.383e-01, eta: 1 day, 10:36:23, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2000, top5_acc: 0.4375, loss_cls: 3.8276, loss: 3.8276 2020-07-02 00:58:20,750 - mmaction - INFO - Epoch [14][260/627] lr: 2.388e-01, eta: 1 day, 10:36:03, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.4301, loss: 3.4301 2020-07-02 00:58:37,038 - mmaction - INFO - Epoch [14][280/627] lr: 2.394e-01, eta: 1 day, 10:35:44, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4719, loss_cls: 3.5848, loss: 3.5848 2020-07-02 00:58:53,809 - mmaction - INFO - Epoch [14][300/627] lr: 2.399e-01, eta: 1 day, 10:35:35, time: 0.839, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4250, loss_cls: 3.6858, loss: 3.6858 2020-07-02 00:59:09,957 - mmaction - INFO - Epoch [14][320/627] lr: 2.405e-01, eta: 1 day, 10:35:15, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.6632, loss: 3.6632 2020-07-02 00:59:26,484 - mmaction - INFO - Epoch [14][340/627] lr: 2.410e-01, eta: 1 day, 10:35:01, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.5581, loss: 3.5581 2020-07-02 00:59:42,681 - mmaction - INFO - Epoch [14][360/627] lr: 2.416e-01, eta: 1 day, 10:34:41, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.4461, loss: 3.4461 2020-07-02 00:59:58,817 - mmaction - INFO - Epoch [14][380/627] lr: 2.421e-01, eta: 1 day, 10:34:21, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.6176, loss: 3.6176 2020-07-02 01:00:22,457 - mmaction - INFO - Epoch [14][400/627] lr: 2.427e-01, eta: 1 day, 10:36:12, time: 1.176, data_time: 0.002, memory: 11095, top1_acc: 0.2156, top5_acc: 0.4656, loss_cls: 3.6007, loss: 3.6007 2020-07-02 01:00:38,773 - mmaction - INFO - Epoch [14][420/627] lr: 2.432e-01, eta: 1 day, 10:35:56, time: 0.821, data_time: 0.011, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4656, loss_cls: 3.6207, loss: 3.6207 2020-07-02 01:00:54,985 - mmaction - INFO - Epoch [14][440/627] lr: 2.438e-01, eta: 1 day, 10:35:36, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.4116, loss: 3.4116 2020-07-02 01:01:11,224 - mmaction - INFO - Epoch [14][460/627] lr: 2.443e-01, eta: 1 day, 10:35:16, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.4784, loss: 3.4784 2020-07-02 01:01:27,395 - mmaction - INFO - Epoch [14][480/627] lr: 2.449e-01, eta: 1 day, 10:34:57, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4844, loss_cls: 3.5947, loss: 3.5947 2020-07-02 01:01:43,605 - mmaction - INFO - Epoch [14][500/627] lr: 2.455e-01, eta: 1 day, 10:34:36, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2375, top5_acc: 0.5437, loss_cls: 3.5646, loss: 3.5646 2020-07-02 01:01:59,764 - mmaction - INFO - Epoch [14][520/627] lr: 2.460e-01, eta: 1 day, 10:34:16, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5586, loss: 3.5586 2020-07-02 01:02:15,973 - mmaction - INFO - Epoch [14][540/627] lr: 2.466e-01, eta: 1 day, 10:33:56, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2281, top5_acc: 0.4906, loss_cls: 3.5017, loss: 3.5017 2020-07-02 01:02:32,071 - mmaction - INFO - Epoch [14][560/627] lr: 2.471e-01, eta: 1 day, 10:33:35, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.4509, loss: 3.4509 2020-07-02 01:02:48,300 - mmaction - INFO - Epoch [14][580/627] lr: 2.477e-01, eta: 1 day, 10:33:16, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.6198, loss: 3.6198 2020-07-02 01:03:04,391 - mmaction - INFO - Epoch [14][600/627] lr: 2.482e-01, eta: 1 day, 10:32:55, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5000, loss_cls: 3.5495, loss: 3.5495 2020-07-02 01:03:20,509 - mmaction - INFO - Epoch [14][620/627] lr: 2.488e-01, eta: 1 day, 10:32:34, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.1938, top5_acc: 0.4938, loss_cls: 3.6315, loss: 3.6315 2020-07-02 01:03:51,346 - mmaction - INFO - Epoch [15][20/627] lr: 2.493e-01, eta: 1 day, 10:33:10, time: 1.276, data_time: 0.468, memory: 11095, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.7712, loss: 3.7712 2020-07-02 01:04:07,636 - mmaction - INFO - Epoch [15][40/627] lr: 2.498e-01, eta: 1 day, 10:32:52, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.5271, loss: 3.5271 2020-07-02 01:04:23,846 - mmaction - INFO - Epoch [15][60/627] lr: 2.504e-01, eta: 1 day, 10:32:32, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.4740, loss: 3.4740 2020-07-02 01:04:40,061 - mmaction - INFO - Epoch [15][80/627] lr: 2.509e-01, eta: 1 day, 10:32:12, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4406, loss_cls: 3.7512, loss: 3.7512 2020-07-02 01:04:56,189 - mmaction - INFO - Epoch [15][100/627] lr: 2.515e-01, eta: 1 day, 10:31:51, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.4781, loss_cls: 3.5700, loss: 3.5700 2020-07-02 01:05:12,323 - mmaction - INFO - Epoch [15][120/627] lr: 2.520e-01, eta: 1 day, 10:31:30, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2437, top5_acc: 0.5031, loss_cls: 3.4262, loss: 3.4262 2020-07-02 01:05:28,543 - mmaction - INFO - Epoch [15][140/627] lr: 2.526e-01, eta: 1 day, 10:31:11, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5188, loss_cls: 3.4574, loss: 3.4574 2020-07-02 01:05:44,882 - mmaction - INFO - Epoch [15][160/627] lr: 2.531e-01, eta: 1 day, 10:30:53, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.3661, loss: 3.3661 2020-07-02 01:06:01,359 - mmaction - INFO - Epoch [15][180/627] lr: 2.537e-01, eta: 1 day, 10:30:39, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4906, loss_cls: 3.5534, loss: 3.5534 2020-07-02 01:06:17,562 - mmaction - INFO - Epoch [15][200/627] lr: 2.542e-01, eta: 1 day, 10:30:19, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4692, loss: 3.4692 2020-07-02 01:06:33,776 - mmaction - INFO - Epoch [15][220/627] lr: 2.548e-01, eta: 1 day, 10:29:59, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.4813, loss_cls: 3.5638, loss: 3.5638 2020-07-02 01:06:49,971 - mmaction - INFO - Epoch [15][240/627] lr: 2.554e-01, eta: 1 day, 10:29:40, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2375, top5_acc: 0.5125, loss_cls: 3.5209, loss: 3.5209 2020-07-02 01:07:06,325 - mmaction - INFO - Epoch [15][260/627] lr: 2.559e-01, eta: 1 day, 10:29:23, time: 0.819, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3158, loss: 3.3158 2020-07-02 01:07:22,537 - mmaction - INFO - Epoch [15][280/627] lr: 2.565e-01, eta: 1 day, 10:29:04, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.4962, loss: 3.4962 2020-07-02 01:07:38,750 - mmaction - INFO - Epoch [15][300/627] lr: 2.570e-01, eta: 1 day, 10:28:44, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3739, loss: 3.3739 2020-07-02 01:07:54,916 - mmaction - INFO - Epoch [15][320/627] lr: 2.576e-01, eta: 1 day, 10:28:24, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.3429, loss: 3.3429 2020-07-02 01:08:11,108 - mmaction - INFO - Epoch [15][340/627] lr: 2.581e-01, eta: 1 day, 10:28:04, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4750, loss_cls: 3.5683, loss: 3.5683 2020-07-02 01:08:27,324 - mmaction - INFO - Epoch [15][360/627] lr: 2.587e-01, eta: 1 day, 10:27:44, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4969, loss_cls: 3.6174, loss: 3.6174 2020-07-02 01:08:43,838 - mmaction - INFO - Epoch [15][380/627] lr: 2.592e-01, eta: 1 day, 10:27:30, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.6046, loss: 3.6046 2020-07-02 01:09:00,822 - mmaction - INFO - Epoch [15][400/627] lr: 2.598e-01, eta: 1 day, 10:27:24, time: 0.849, data_time: 0.001, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5125, loss_cls: 3.4765, loss: 3.4765 2020-07-02 01:09:17,104 - mmaction - INFO - Epoch [15][420/627] lr: 2.603e-01, eta: 1 day, 10:27:05, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4906, loss_cls: 3.4998, loss: 3.4998 2020-07-02 01:09:33,401 - mmaction - INFO - Epoch [15][440/627] lr: 2.609e-01, eta: 1 day, 10:26:47, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.3948, loss: 3.3948 2020-07-02 01:09:49,962 - mmaction - INFO - Epoch [15][460/627] lr: 2.614e-01, eta: 1 day, 10:26:34, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4750, loss_cls: 3.5592, loss: 3.5592 2020-07-02 01:10:06,134 - mmaction - INFO - Epoch [15][480/627] lr: 2.620e-01, eta: 1 day, 10:26:14, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 3.6975, loss: 3.6975 2020-07-02 01:10:22,404 - mmaction - INFO - Epoch [15][500/627] lr: 2.625e-01, eta: 1 day, 10:25:56, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.6008, loss: 3.6008 2020-07-02 01:10:38,605 - mmaction - INFO - Epoch [15][520/627] lr: 2.631e-01, eta: 1 day, 10:25:36, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.5668, loss: 3.5668 2020-07-02 01:10:55,144 - mmaction - INFO - Epoch [15][540/627] lr: 2.637e-01, eta: 1 day, 10:25:22, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.2625, top5_acc: 0.4844, loss_cls: 3.5291, loss: 3.5291 2020-07-02 01:11:11,325 - mmaction - INFO - Epoch [15][560/627] lr: 2.642e-01, eta: 1 day, 10:25:02, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4312, loss: 3.4312 2020-07-02 01:11:27,665 - mmaction - INFO - Epoch [15][580/627] lr: 2.648e-01, eta: 1 day, 10:24:45, time: 0.818, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4969, loss_cls: 3.5375, loss: 3.5375 2020-07-02 01:11:43,827 - mmaction - INFO - Epoch [15][600/627] lr: 2.653e-01, eta: 1 day, 10:24:25, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.4900, loss: 3.4900 2020-07-02 01:11:59,981 - mmaction - INFO - Epoch [15][620/627] lr: 2.659e-01, eta: 1 day, 10:24:04, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.4548, loss: 3.4548 2020-07-02 01:12:27,911 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 01:12:28,782 - mmaction - INFO - top1_acc 0.2533 top5_acc 0.5013 2020-07-02 01:12:28,782 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 01:12:28,848 - mmaction - INFO - mean_acc 0.2531 2020-07-02 01:12:28,858 - mmaction - INFO - Epoch [15][627/627] lr: 2.661e-01, top1_acc: 0.2533, top5_acc: 0.5013, mean_class_accuracy: 0.2531 2020-07-02 01:12:51,081 - mmaction - INFO - Epoch [16][20/627] lr: 2.663e-01, eta: 1 day, 10:23:43, time: 1.110, data_time: 0.270, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4414, loss: 3.4414 2020-07-02 01:13:07,294 - mmaction - INFO - Epoch [16][40/627] lr: 2.669e-01, eta: 1 day, 10:23:24, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.5723, loss: 3.5723 2020-07-02 01:13:23,423 - mmaction - INFO - Epoch [16][60/627] lr: 2.674e-01, eta: 1 day, 10:23:04, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4844, loss_cls: 3.6480, loss: 3.6480 2020-07-02 01:13:39,677 - mmaction - INFO - Epoch [16][80/627] lr: 2.680e-01, eta: 1 day, 10:22:45, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4719, loss_cls: 3.6737, loss: 3.6737 2020-07-02 01:13:55,862 - mmaction - INFO - Epoch [16][100/627] lr: 2.685e-01, eta: 1 day, 10:22:25, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5989, loss: 3.5989 2020-07-02 01:14:12,843 - mmaction - INFO - Epoch [16][120/627] lr: 2.691e-01, eta: 1 day, 10:22:18, time: 0.850, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.4813, loss_cls: 3.5090, loss: 3.5090 2020-07-02 01:14:28,997 - mmaction - INFO - Epoch [16][140/627] lr: 2.696e-01, eta: 1 day, 10:21:58, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5031, loss_cls: 3.5499, loss: 3.5499 2020-07-02 01:14:45,163 - mmaction - INFO - Epoch [16][160/627] lr: 2.702e-01, eta: 1 day, 10:21:38, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4562, loss_cls: 3.6439, loss: 3.6439 2020-07-02 01:15:01,661 - mmaction - INFO - Epoch [16][180/627] lr: 2.707e-01, eta: 1 day, 10:21:24, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5188, loss_cls: 3.4982, loss: 3.4982 2020-07-02 01:15:17,806 - mmaction - INFO - Epoch [16][200/627] lr: 2.713e-01, eta: 1 day, 10:21:03, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.3853, loss: 3.3853 2020-07-02 01:15:33,936 - mmaction - INFO - Epoch [16][220/627] lr: 2.718e-01, eta: 1 day, 10:20:43, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4593, loss: 3.4593 2020-07-02 01:15:50,155 - mmaction - INFO - Epoch [16][240/627] lr: 2.724e-01, eta: 1 day, 10:20:23, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5906, loss_cls: 3.2540, loss: 3.2540 2020-07-02 01:16:06,707 - mmaction - INFO - Epoch [16][260/627] lr: 2.730e-01, eta: 1 day, 10:20:10, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.2031, top5_acc: 0.4781, loss_cls: 3.5313, loss: 3.5313 2020-07-02 01:16:22,876 - mmaction - INFO - Epoch [16][280/627] lr: 2.735e-01, eta: 1 day, 10:19:50, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4848, loss: 3.4848 2020-07-02 01:16:39,069 - mmaction - INFO - Epoch [16][300/627] lr: 2.741e-01, eta: 1 day, 10:19:31, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.4215, loss: 3.4215 2020-07-02 01:16:55,308 - mmaction - INFO - Epoch [16][320/627] lr: 2.746e-01, eta: 1 day, 10:19:12, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.5011, loss: 3.5011 2020-07-02 01:17:12,158 - mmaction - INFO - Epoch [16][340/627] lr: 2.752e-01, eta: 1 day, 10:19:02, time: 0.841, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4945, loss: 3.4945 2020-07-02 01:17:28,580 - mmaction - INFO - Epoch [16][360/627] lr: 2.757e-01, eta: 1 day, 10:18:47, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4625, loss_cls: 3.6527, loss: 3.6527 2020-07-02 01:17:45,136 - mmaction - INFO - Epoch [16][380/627] lr: 2.763e-01, eta: 1 day, 10:18:33, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.4544, loss: 3.4544 2020-07-02 01:18:01,373 - mmaction - INFO - Epoch [16][400/627] lr: 2.768e-01, eta: 1 day, 10:18:14, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.6136, loss: 3.6136 2020-07-02 01:18:17,576 - mmaction - INFO - Epoch [16][420/627] lr: 2.774e-01, eta: 1 day, 10:17:55, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2451, loss: 3.2451 2020-07-02 01:18:33,782 - mmaction - INFO - Epoch [16][440/627] lr: 2.779e-01, eta: 1 day, 10:17:36, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.3128, loss: 3.3128 2020-07-02 01:18:50,208 - mmaction - INFO - Epoch [16][460/627] lr: 2.785e-01, eta: 1 day, 10:17:20, time: 0.821, data_time: 0.001, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4813, loss_cls: 3.5699, loss: 3.5699 2020-07-02 01:19:06,455 - mmaction - INFO - Epoch [16][480/627] lr: 2.790e-01, eta: 1 day, 10:17:01, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.5372, loss: 3.5372 2020-07-02 01:19:22,684 - mmaction - INFO - Epoch [16][500/627] lr: 2.796e-01, eta: 1 day, 10:16:43, time: 0.812, data_time: 0.004, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.5672, loss: 3.5672 2020-07-02 01:19:38,856 - mmaction - INFO - Epoch [16][520/627] lr: 2.801e-01, eta: 1 day, 10:16:23, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3841, loss: 3.3841 2020-07-02 01:19:55,055 - mmaction - INFO - Epoch [16][540/627] lr: 2.807e-01, eta: 1 day, 10:16:04, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5313, loss: 3.5313 2020-07-02 01:20:11,277 - mmaction - INFO - Epoch [16][560/627] lr: 2.812e-01, eta: 1 day, 10:15:45, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.5531, loss: 3.5531 2020-07-02 01:20:27,437 - mmaction - INFO - Epoch [16][580/627] lr: 2.818e-01, eta: 1 day, 10:15:25, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.4024, loss: 3.4024 2020-07-02 01:20:43,571 - mmaction - INFO - Epoch [16][600/627] lr: 2.823e-01, eta: 1 day, 10:15:05, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4985, loss: 3.4985 2020-07-02 01:20:59,753 - mmaction - INFO - Epoch [16][620/627] lr: 2.829e-01, eta: 1 day, 10:14:46, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.2889, loss: 3.2889 2020-07-02 01:21:05,004 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-02 01:21:27,887 - mmaction - INFO - Epoch [17][20/627] lr: 2.833e-01, eta: 1 day, 10:14:15, time: 1.077, data_time: 0.235, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2209, loss: 3.2209 2020-07-02 01:21:44,086 - mmaction - INFO - Epoch [17][40/627] lr: 2.839e-01, eta: 1 day, 10:13:56, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2570, loss: 3.2570 2020-07-02 01:22:00,247 - mmaction - INFO - Epoch [17][60/627] lr: 2.844e-01, eta: 1 day, 10:13:36, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4750, loss_cls: 3.5621, loss: 3.5621 2020-07-02 01:22:16,554 - mmaction - INFO - Epoch [17][80/627] lr: 2.850e-01, eta: 1 day, 10:13:19, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.2939, loss: 3.2939 2020-07-02 01:22:32,746 - mmaction - INFO - Epoch [17][100/627] lr: 2.855e-01, eta: 1 day, 10:12:59, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.6545, loss: 3.6545 2020-07-02 01:22:48,978 - mmaction - INFO - Epoch [17][120/627] lr: 2.861e-01, eta: 1 day, 10:12:41, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4647, loss: 3.4647 2020-07-02 01:23:05,142 - mmaction - INFO - Epoch [17][140/627] lr: 2.866e-01, eta: 1 day, 10:12:21, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2512, loss: 3.2512 2020-07-02 01:23:21,262 - mmaction - INFO - Epoch [17][160/627] lr: 2.872e-01, eta: 1 day, 10:12:01, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4486, loss: 3.4486 2020-07-02 01:23:37,513 - mmaction - INFO - Epoch [17][180/627] lr: 2.877e-01, eta: 1 day, 10:11:43, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.4411, loss: 3.4411 2020-07-02 01:23:53,685 - mmaction - INFO - Epoch [17][200/627] lr: 2.883e-01, eta: 1 day, 10:11:23, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2062, top5_acc: 0.4875, loss_cls: 3.5414, loss: 3.5414 2020-07-02 01:24:09,850 - mmaction - INFO - Epoch [17][220/627] lr: 2.888e-01, eta: 1 day, 10:11:04, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.3648, loss: 3.3648 2020-07-02 01:24:26,164 - mmaction - INFO - Epoch [17][240/627] lr: 2.894e-01, eta: 1 day, 10:10:47, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.5162, loss: 3.5162 2020-07-02 01:24:42,363 - mmaction - INFO - Epoch [17][260/627] lr: 2.899e-01, eta: 1 day, 10:10:27, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.4875, loss_cls: 3.3951, loss: 3.3951 2020-07-02 01:24:58,545 - mmaction - INFO - Epoch [17][280/627] lr: 2.905e-01, eta: 1 day, 10:10:08, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.4971, loss: 3.4971 2020-07-02 01:25:14,774 - mmaction - INFO - Epoch [17][300/627] lr: 2.910e-01, eta: 1 day, 10:09:49, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3084, loss: 3.3084 2020-07-02 01:25:31,118 - mmaction - INFO - Epoch [17][320/627] lr: 2.916e-01, eta: 1 day, 10:09:33, time: 0.818, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.2385, loss: 3.2385 2020-07-02 01:25:47,290 - mmaction - INFO - Epoch [17][340/627] lr: 2.921e-01, eta: 1 day, 10:09:13, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.3382, loss: 3.3382 2020-07-02 01:26:03,453 - mmaction - INFO - Epoch [17][360/627] lr: 2.927e-01, eta: 1 day, 10:08:53, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.6003, loss: 3.6003 2020-07-02 01:26:19,599 - mmaction - INFO - Epoch [17][380/627] lr: 2.932e-01, eta: 1 day, 10:08:34, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5312, loss_cls: 3.4019, loss: 3.4019 2020-07-02 01:26:35,822 - mmaction - INFO - Epoch [17][400/627] lr: 2.938e-01, eta: 1 day, 10:08:15, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2437, top5_acc: 0.5500, loss_cls: 3.4288, loss: 3.4288 2020-07-02 01:26:51,985 - mmaction - INFO - Epoch [17][420/627] lr: 2.943e-01, eta: 1 day, 10:07:56, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.5645, loss: 3.5645 2020-07-02 01:27:08,264 - mmaction - INFO - Epoch [17][440/627] lr: 2.949e-01, eta: 1 day, 10:07:38, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4497, loss: 3.4497 2020-07-02 01:27:24,470 - mmaction - INFO - Epoch [17][460/627] lr: 2.955e-01, eta: 1 day, 10:07:19, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5062, loss_cls: 3.4213, loss: 3.4213 2020-07-02 01:27:40,659 - mmaction - INFO - Epoch [17][480/627] lr: 2.960e-01, eta: 1 day, 10:07:00, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.4225, loss: 3.4225 2020-07-02 01:27:56,869 - mmaction - INFO - Epoch [17][500/627] lr: 2.966e-01, eta: 1 day, 10:06:41, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.4397, loss: 3.4397 2020-07-02 01:28:12,952 - mmaction - INFO - Epoch [17][520/627] lr: 2.971e-01, eta: 1 day, 10:06:21, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.4625, loss: 3.4625 2020-07-02 01:28:29,173 - mmaction - INFO - Epoch [17][540/627] lr: 2.977e-01, eta: 1 day, 10:06:03, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4625, loss_cls: 3.6110, loss: 3.6110 2020-07-02 01:28:45,329 - mmaction - INFO - Epoch [17][560/627] lr: 2.982e-01, eta: 1 day, 10:05:43, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3703, loss: 3.3703 2020-07-02 01:29:01,857 - mmaction - INFO - Epoch [17][580/627] lr: 2.988e-01, eta: 1 day, 10:05:29, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.4688, loss_cls: 3.5025, loss: 3.5025 2020-07-02 01:29:18,938 - mmaction - INFO - Epoch [17][600/627] lr: 2.993e-01, eta: 1 day, 10:05:22, time: 0.854, data_time: 0.033, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4781, loss_cls: 3.4744, loss: 3.4744 2020-07-02 01:29:35,099 - mmaction - INFO - Epoch [17][620/627] lr: 2.999e-01, eta: 1 day, 10:05:03, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1804, loss: 3.1804 2020-07-02 01:30:02,793 - mmaction - INFO - Epoch [18][20/627] lr: 3.002e-01, eta: 1 day, 10:04:46, time: 1.122, data_time: 0.314, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.2720, loss: 3.2720 2020-07-02 01:30:19,022 - mmaction - INFO - Epoch [18][40/627] lr: 3.008e-01, eta: 1 day, 10:04:27, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.2858, loss: 3.2858 2020-07-02 01:30:35,259 - mmaction - INFO - Epoch [18][60/627] lr: 3.013e-01, eta: 1 day, 10:04:09, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4912, loss: 3.4912 2020-07-02 01:30:51,451 - mmaction - INFO - Epoch [18][80/627] lr: 3.019e-01, eta: 1 day, 10:03:50, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5094, loss_cls: 3.5453, loss: 3.5453 2020-07-02 01:31:07,696 - mmaction - INFO - Epoch [18][100/627] lr: 3.024e-01, eta: 1 day, 10:03:32, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2116, loss: 3.2116 2020-07-02 01:31:24,211 - mmaction - INFO - Epoch [18][120/627] lr: 3.030e-01, eta: 1 day, 10:03:17, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.5237, loss: 3.5237 2020-07-02 01:31:40,427 - mmaction - INFO - Epoch [18][140/627] lr: 3.035e-01, eta: 1 day, 10:02:59, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2398, loss: 3.2398 2020-07-02 01:31:56,631 - mmaction - INFO - Epoch [18][160/627] lr: 3.041e-01, eta: 1 day, 10:02:40, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.4782, loss: 3.4782 2020-07-02 01:32:12,892 - mmaction - INFO - Epoch [18][180/627] lr: 3.046e-01, eta: 1 day, 10:02:22, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.4753, loss: 3.4753 2020-07-02 01:32:29,021 - mmaction - INFO - Epoch [18][200/627] lr: 3.052e-01, eta: 1 day, 10:02:02, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.4881, loss: 3.4881 2020-07-02 01:32:45,242 - mmaction - INFO - Epoch [18][220/627] lr: 3.058e-01, eta: 1 day, 10:01:44, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.4819, loss: 3.4819 2020-07-02 01:33:01,440 - mmaction - INFO - Epoch [18][240/627] lr: 3.063e-01, eta: 1 day, 10:01:25, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5531, loss_cls: 3.3703, loss: 3.3703 2020-07-02 01:33:17,807 - mmaction - INFO - Epoch [18][260/627] lr: 3.069e-01, eta: 1 day, 10:01:08, time: 0.817, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3061, loss: 3.3061 2020-07-02 01:33:34,361 - mmaction - INFO - Epoch [18][280/627] lr: 3.074e-01, eta: 1 day, 10:00:54, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1785, loss: 3.1785 2020-07-02 01:33:50,512 - mmaction - INFO - Epoch [18][300/627] lr: 3.080e-01, eta: 1 day, 10:00:35, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.2865, loss: 3.2865 2020-07-02 01:34:06,707 - mmaction - INFO - Epoch [18][320/627] lr: 3.085e-01, eta: 1 day, 10:00:16, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.2752, loss: 3.2752 2020-07-02 01:34:22,957 - mmaction - INFO - Epoch [18][340/627] lr: 3.091e-01, eta: 1 day, 9:59:58, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.4590, loss: 3.4590 2020-07-02 01:34:39,122 - mmaction - INFO - Epoch [18][360/627] lr: 3.096e-01, eta: 1 day, 9:59:39, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3539, loss: 3.3539 2020-07-02 01:34:55,295 - mmaction - INFO - Epoch [18][380/627] lr: 3.102e-01, eta: 1 day, 9:59:20, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.1621, loss: 3.1621 2020-07-02 01:35:11,418 - mmaction - INFO - Epoch [18][400/627] lr: 3.107e-01, eta: 1 day, 9:59:01, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.3337, loss: 3.3337 2020-07-02 01:35:27,877 - mmaction - INFO - Epoch [18][420/627] lr: 3.113e-01, eta: 1 day, 9:58:45, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.3473, loss: 3.3473 2020-07-02 01:35:44,036 - mmaction - INFO - Epoch [18][440/627] lr: 3.118e-01, eta: 1 day, 9:58:26, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2152, loss: 3.2152 2020-07-02 01:36:00,213 - mmaction - INFO - Epoch [18][460/627] lr: 3.124e-01, eta: 1 day, 9:58:07, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1238, loss: 3.1238 2020-07-02 01:36:16,373 - mmaction - INFO - Epoch [18][480/627] lr: 3.129e-01, eta: 1 day, 9:57:48, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4436, loss: 3.4436 2020-07-02 01:36:32,568 - mmaction - INFO - Epoch [18][500/627] lr: 3.135e-01, eta: 1 day, 9:57:29, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.2367, loss: 3.2367 2020-07-02 01:36:48,728 - mmaction - INFO - Epoch [18][520/627] lr: 3.140e-01, eta: 1 day, 9:57:10, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4781, loss_cls: 3.5101, loss: 3.5101 2020-07-02 01:37:04,920 - mmaction - INFO - Epoch [18][540/627] lr: 3.146e-01, eta: 1 day, 9:56:51, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.3891, loss: 3.3891 2020-07-02 01:37:21,083 - mmaction - INFO - Epoch [18][560/627] lr: 3.151e-01, eta: 1 day, 9:56:32, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.6028, loss: 3.6028 2020-07-02 01:37:37,297 - mmaction - INFO - Epoch [18][580/627] lr: 3.157e-01, eta: 1 day, 9:56:13, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5781, loss_cls: 3.2333, loss: 3.2333 2020-07-02 01:37:53,429 - mmaction - INFO - Epoch [18][600/627] lr: 3.162e-01, eta: 1 day, 9:55:54, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3254, loss: 3.3254 2020-07-02 01:38:09,926 - mmaction - INFO - Epoch [18][620/627] lr: 3.168e-01, eta: 1 day, 9:55:39, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.2735, loss: 3.2735 2020-07-02 01:38:37,636 - mmaction - INFO - Epoch [19][20/627] lr: 3.171e-01, eta: 1 day, 9:55:21, time: 1.120, data_time: 0.307, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.4496, loss: 3.4496 2020-07-02 01:38:53,822 - mmaction - INFO - Epoch [19][40/627] lr: 3.177e-01, eta: 1 day, 9:55:02, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.2973, loss: 3.2973 2020-07-02 01:39:10,378 - mmaction - INFO - Epoch [19][60/627] lr: 3.182e-01, eta: 1 day, 9:54:48, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.4379, loss: 3.4379 2020-07-02 01:39:26,585 - mmaction - INFO - Epoch [19][80/627] lr: 3.188e-01, eta: 1 day, 9:54:29, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5219, loss_cls: 3.2520, loss: 3.2520 2020-07-02 01:39:42,723 - mmaction - INFO - Epoch [19][100/627] lr: 3.193e-01, eta: 1 day, 9:54:10, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4796, loss: 3.4796 2020-07-02 01:39:58,847 - mmaction - INFO - Epoch [19][120/627] lr: 3.199e-01, eta: 1 day, 9:53:51, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5250, loss_cls: 3.2719, loss: 3.2719 2020-07-02 01:40:15,076 - mmaction - INFO - Epoch [19][140/627] lr: 3.204e-01, eta: 1 day, 9:53:33, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4281, loss: 3.4281 2020-07-02 01:40:31,231 - mmaction - INFO - Epoch [19][160/627] lr: 3.210e-01, eta: 1 day, 9:53:13, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3613, loss: 3.3613 2020-07-02 01:40:47,810 - mmaction - INFO - Epoch [19][180/627] lr: 3.215e-01, eta: 1 day, 9:53:00, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2412, loss: 3.2412 2020-07-02 01:41:03,987 - mmaction - INFO - Epoch [19][200/627] lr: 3.221e-01, eta: 1 day, 9:52:41, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3390, loss: 3.3390 2020-07-02 01:41:20,151 - mmaction - INFO - Epoch [19][220/627] lr: 3.226e-01, eta: 1 day, 9:52:22, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.2144, loss: 3.2144 2020-07-02 01:41:36,304 - mmaction - INFO - Epoch [19][240/627] lr: 3.232e-01, eta: 1 day, 9:52:03, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1974, loss: 3.1974 2020-07-02 01:41:52,526 - mmaction - INFO - Epoch [19][260/627] lr: 3.237e-01, eta: 1 day, 9:51:45, time: 0.812, data_time: 0.005, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.2568, loss: 3.2568 2020-07-02 01:42:08,809 - mmaction - INFO - Epoch [19][280/627] lr: 3.243e-01, eta: 1 day, 9:51:27, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5656, loss_cls: 3.1924, loss: 3.1924 2020-07-02 01:42:24,955 - mmaction - INFO - Epoch [19][300/627] lr: 3.248e-01, eta: 1 day, 9:51:08, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.4244, loss: 3.4244 2020-07-02 01:42:41,106 - mmaction - INFO - Epoch [19][320/627] lr: 3.254e-01, eta: 1 day, 9:50:49, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5719, loss_cls: 3.2560, loss: 3.2560 2020-07-02 01:42:57,341 - mmaction - INFO - Epoch [19][340/627] lr: 3.259e-01, eta: 1 day, 9:50:31, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 3.1247, loss: 3.1247 2020-07-02 01:43:13,446 - mmaction - INFO - Epoch [19][360/627] lr: 3.265e-01, eta: 1 day, 9:50:11, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3443, loss: 3.3443 2020-07-02 01:43:29,647 - mmaction - INFO - Epoch [19][380/627] lr: 3.270e-01, eta: 1 day, 9:49:53, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.3660, loss: 3.3660 2020-07-02 01:43:45,736 - mmaction - INFO - Epoch [19][400/627] lr: 3.276e-01, eta: 1 day, 9:49:33, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5734, loss: 3.5734 2020-07-02 01:44:01,899 - mmaction - INFO - Epoch [19][420/627] lr: 3.281e-01, eta: 1 day, 9:49:14, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2250, top5_acc: 0.4875, loss_cls: 3.5525, loss: 3.5525 2020-07-02 01:44:18,011 - mmaction - INFO - Epoch [19][440/627] lr: 3.287e-01, eta: 1 day, 9:48:54, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2790, loss: 3.2790 2020-07-02 01:44:34,282 - mmaction - INFO - Epoch [19][460/627] lr: 3.292e-01, eta: 1 day, 9:48:37, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.3928, loss: 3.3928 2020-07-02 01:44:50,403 - mmaction - INFO - Epoch [19][480/627] lr: 3.298e-01, eta: 1 day, 9:48:17, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3186, loss: 3.3186 2020-07-02 01:45:06,664 - mmaction - INFO - Epoch [19][500/627] lr: 3.303e-01, eta: 1 day, 9:48:00, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5906, loss_cls: 3.1358, loss: 3.1358 2020-07-02 01:45:23,108 - mmaction - INFO - Epoch [19][520/627] lr: 3.309e-01, eta: 1 day, 9:47:44, time: 0.823, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0444, loss: 3.0444 2020-07-02 01:45:39,344 - mmaction - INFO - Epoch [19][540/627] lr: 3.314e-01, eta: 1 day, 9:47:26, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4307, loss: 3.4307 2020-07-02 01:45:55,778 - mmaction - INFO - Epoch [19][560/627] lr: 3.320e-01, eta: 1 day, 9:47:11, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.3748, loss: 3.3748 2020-07-02 01:46:12,002 - mmaction - INFO - Epoch [19][580/627] lr: 3.325e-01, eta: 1 day, 9:46:53, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4750, loss_cls: 3.4975, loss: 3.4975 2020-07-02 01:46:28,070 - mmaction - INFO - Epoch [19][600/627] lr: 3.331e-01, eta: 1 day, 9:46:33, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5630, loss: 3.5630 2020-07-02 01:46:44,220 - mmaction - INFO - Epoch [19][620/627] lr: 3.336e-01, eta: 1 day, 9:46:14, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.4355, loss: 3.4355 2020-07-02 01:47:12,082 - mmaction - INFO - Epoch [20][20/627] lr: 3.339e-01, eta: 1 day, 9:45:58, time: 1.128, data_time: 0.305, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.3148, loss: 3.3148 2020-07-02 01:47:28,392 - mmaction - INFO - Epoch [20][40/627] lr: 3.344e-01, eta: 1 day, 9:45:41, time: 0.814, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.4222, loss: 3.4222 2020-07-02 01:47:44,611 - mmaction - INFO - Epoch [20][60/627] lr: 3.350e-01, eta: 1 day, 9:45:22, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.3868, loss: 3.3868 2020-07-02 01:48:00,840 - mmaction - INFO - Epoch [20][80/627] lr: 3.355e-01, eta: 1 day, 9:45:04, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.4687, loss: 3.4687 2020-07-02 01:48:16,984 - mmaction - INFO - Epoch [20][100/627] lr: 3.361e-01, eta: 1 day, 9:44:46, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.3269, loss: 3.3269 2020-07-02 01:48:33,135 - mmaction - INFO - Epoch [20][120/627] lr: 3.366e-01, eta: 1 day, 9:44:26, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.2670, loss: 3.2670 2020-07-02 01:48:49,412 - mmaction - INFO - Epoch [20][140/627] lr: 3.372e-01, eta: 1 day, 9:44:09, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4205, loss: 3.4205 2020-07-02 01:49:05,933 - mmaction - INFO - Epoch [20][160/627] lr: 3.377e-01, eta: 1 day, 9:43:55, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.2172, loss: 3.2172 2020-07-02 01:49:22,558 - mmaction - INFO - Epoch [20][180/627] lr: 3.383e-01, eta: 1 day, 9:43:41, time: 0.830, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.2857, loss: 3.2857 2020-07-02 01:49:38,719 - mmaction - INFO - Epoch [20][200/627] lr: 3.388e-01, eta: 1 day, 9:43:22, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2674, loss: 3.2674 2020-07-02 01:49:54,856 - mmaction - INFO - Epoch [20][220/627] lr: 3.394e-01, eta: 1 day, 9:43:03, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3003, loss: 3.3003 2020-07-02 01:50:11,134 - mmaction - INFO - Epoch [20][240/627] lr: 3.399e-01, eta: 1 day, 9:42:46, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.3779, loss: 3.3779 2020-07-02 01:50:27,290 - mmaction - INFO - Epoch [20][260/627] lr: 3.405e-01, eta: 1 day, 9:42:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.2681, loss: 3.2681 2020-07-02 01:50:43,472 - mmaction - INFO - Epoch [20][280/627] lr: 3.410e-01, eta: 1 day, 9:42:09, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0910, loss: 3.0910 2020-07-02 01:50:59,667 - mmaction - INFO - Epoch [20][300/627] lr: 3.416e-01, eta: 1 day, 9:41:50, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2220, loss: 3.2220 2020-07-02 01:51:15,800 - mmaction - INFO - Epoch [20][320/627] lr: 3.421e-01, eta: 1 day, 9:41:31, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5250, loss_cls: 3.4422, loss: 3.4422 2020-07-02 01:51:31,956 - mmaction - INFO - Epoch [20][340/627] lr: 3.427e-01, eta: 1 day, 9:41:13, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.2825, loss: 3.2825 2020-07-02 01:51:48,162 - mmaction - INFO - Epoch [20][360/627] lr: 3.432e-01, eta: 1 day, 9:40:54, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.3155, loss: 3.3155 2020-07-02 01:52:04,373 - mmaction - INFO - Epoch [20][380/627] lr: 3.438e-01, eta: 1 day, 9:40:36, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5548, loss: 3.5548 2020-07-02 01:52:20,483 - mmaction - INFO - Epoch [20][400/627] lr: 3.443e-01, eta: 1 day, 9:40:17, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2743, loss: 3.2743 2020-07-02 01:52:36,720 - mmaction - INFO - Epoch [20][420/627] lr: 3.449e-01, eta: 1 day, 9:39:59, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.1914, loss: 3.1914 2020-07-02 01:52:52,882 - mmaction - INFO - Epoch [20][440/627] lr: 3.454e-01, eta: 1 day, 9:39:40, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.3268, loss: 3.3268 2020-07-02 01:53:09,084 - mmaction - INFO - Epoch [20][460/627] lr: 3.460e-01, eta: 1 day, 9:39:22, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.3761, loss: 3.3761 2020-07-02 01:53:25,276 - mmaction - INFO - Epoch [20][480/627] lr: 3.465e-01, eta: 1 day, 9:39:03, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.6000, loss_cls: 3.1925, loss: 3.1925 2020-07-02 01:53:41,399 - mmaction - INFO - Epoch [20][500/627] lr: 3.471e-01, eta: 1 day, 9:38:44, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5469, loss_cls: 3.2839, loss: 3.2839 2020-07-02 01:53:57,646 - mmaction - INFO - Epoch [20][520/627] lr: 3.476e-01, eta: 1 day, 9:38:27, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.6037, loss: 3.6037 2020-07-02 01:54:14,160 - mmaction - INFO - Epoch [20][540/627] lr: 3.482e-01, eta: 1 day, 9:38:12, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5500, loss_cls: 3.2860, loss: 3.2860 2020-07-02 01:54:30,333 - mmaction - INFO - Epoch [20][560/627] lr: 3.487e-01, eta: 1 day, 9:37:54, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2593, loss: 3.2593 2020-07-02 01:54:46,473 - mmaction - INFO - Epoch [20][580/627] lr: 3.493e-01, eta: 1 day, 9:37:35, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1577, loss: 3.1577 2020-07-02 01:55:02,736 - mmaction - INFO - Epoch [20][600/627] lr: 3.498e-01, eta: 1 day, 9:37:17, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3044, loss: 3.3044 2020-07-02 01:55:18,825 - mmaction - INFO - Epoch [20][620/627] lr: 3.504e-01, eta: 1 day, 9:36:58, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.2688, loss: 3.2688 2020-07-02 01:55:24,090 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-02 01:55:46,428 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 01:55:47,305 - mmaction - INFO - top1_acc 0.2992 top5_acc 0.5654 2020-07-02 01:55:47,305 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 01:55:47,362 - mmaction - INFO - mean_acc 0.2990 2020-07-02 01:55:47,371 - mmaction - INFO - Epoch [20][627/627] lr: 3.506e-01, top1_acc: 0.2992, top5_acc: 0.5654, mean_class_accuracy: 0.2990 2020-07-02 01:56:08,934 - mmaction - INFO - Epoch [21][20/627] lr: 3.506e-01, eta: 1 day, 9:36:29, time: 1.075, data_time: 0.228, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5312, loss_cls: 3.3506, loss: 3.3506 2020-07-02 01:56:25,191 - mmaction - INFO - Epoch [21][40/627] lr: 3.512e-01, eta: 1 day, 9:36:12, time: 0.813, data_time: 0.004, memory: 11095, top1_acc: 0.2219, top5_acc: 0.5031, loss_cls: 3.4807, loss: 3.4807 2020-07-02 01:56:41,302 - mmaction - INFO - Epoch [21][60/627] lr: 3.517e-01, eta: 1 day, 9:35:53, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.3789, loss: 3.3789 2020-07-02 01:56:57,517 - mmaction - INFO - Epoch [21][80/627] lr: 3.523e-01, eta: 1 day, 9:35:35, time: 0.810, data_time: 0.000, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.3108, loss: 3.3108 2020-07-02 01:57:13,838 - mmaction - INFO - Epoch [21][100/627] lr: 3.528e-01, eta: 1 day, 9:35:18, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.3624, loss: 3.3624 2020-07-02 01:57:30,072 - mmaction - INFO - Epoch [21][120/627] lr: 3.534e-01, eta: 1 day, 9:35:00, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.4492, loss: 3.4492 2020-07-02 01:57:46,217 - mmaction - INFO - Epoch [21][140/627] lr: 3.539e-01, eta: 1 day, 9:34:41, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.3940, loss: 3.3940 2020-07-02 01:58:02,896 - mmaction - INFO - Epoch [21][160/627] lr: 3.545e-01, eta: 1 day, 9:34:29, time: 0.835, data_time: 0.011, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3322, loss: 3.3322 2020-07-02 01:58:19,450 - mmaction - INFO - Epoch [21][180/627] lr: 3.550e-01, eta: 1 day, 9:34:15, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5469, loss_cls: 3.3529, loss: 3.3529 2020-07-02 01:58:35,738 - mmaction - INFO - Epoch [21][200/627] lr: 3.555e-01, eta: 1 day, 9:33:58, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.1750, loss: 3.1750 2020-07-02 01:58:51,855 - mmaction - INFO - Epoch [21][220/627] lr: 3.561e-01, eta: 1 day, 9:33:39, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4203, loss: 3.4203 2020-07-02 01:59:08,084 - mmaction - INFO - Epoch [21][240/627] lr: 3.566e-01, eta: 1 day, 9:33:21, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1855, loss: 3.1855 2020-07-02 01:59:24,328 - mmaction - INFO - Epoch [21][260/627] lr: 3.572e-01, eta: 1 day, 9:33:03, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4109, loss: 3.4109 2020-07-02 01:59:40,516 - mmaction - INFO - Epoch [21][280/627] lr: 3.577e-01, eta: 1 day, 9:32:45, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2313, top5_acc: 0.5188, loss_cls: 3.4198, loss: 3.4198 2020-07-02 01:59:56,672 - mmaction - INFO - Epoch [21][300/627] lr: 3.583e-01, eta: 1 day, 9:32:26, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0677, loss: 3.0677 2020-07-02 02:00:19,845 - mmaction - INFO - Epoch [21][320/627] lr: 3.588e-01, eta: 1 day, 9:33:27, time: 1.155, data_time: 0.004, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2661, loss: 3.2661 2020-07-02 02:00:36,206 - mmaction - INFO - Epoch [21][340/627] lr: 3.594e-01, eta: 1 day, 9:33:12, time: 0.822, data_time: 0.011, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.3057, loss: 3.3057 2020-07-02 02:00:52,483 - mmaction - INFO - Epoch [21][360/627] lr: 3.599e-01, eta: 1 day, 9:32:54, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3263, loss: 3.3263 2020-07-02 02:01:08,845 - mmaction - INFO - Epoch [21][380/627] lr: 3.605e-01, eta: 1 day, 9:32:38, time: 0.819, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0991, loss: 3.0991 2020-07-02 02:01:25,036 - mmaction - INFO - Epoch [21][400/627] lr: 3.610e-01, eta: 1 day, 9:32:20, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2797, loss: 3.2797 2020-07-02 02:01:41,331 - mmaction - INFO - Epoch [21][420/627] lr: 3.616e-01, eta: 1 day, 9:32:03, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2245, loss: 3.2245 2020-07-02 02:01:57,538 - mmaction - INFO - Epoch [21][440/627] lr: 3.621e-01, eta: 1 day, 9:31:44, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1342, loss: 3.1342 2020-07-02 02:02:13,718 - mmaction - INFO - Epoch [21][460/627] lr: 3.627e-01, eta: 1 day, 9:31:26, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.3244, loss: 3.3244 2020-07-02 02:02:29,889 - mmaction - INFO - Epoch [21][480/627] lr: 3.632e-01, eta: 1 day, 9:31:08, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.3237, loss: 3.3237 2020-07-02 02:02:46,084 - mmaction - INFO - Epoch [21][500/627] lr: 3.638e-01, eta: 1 day, 9:30:49, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3464, loss: 3.3464 2020-07-02 02:03:02,289 - mmaction - INFO - Epoch [21][520/627] lr: 3.643e-01, eta: 1 day, 9:30:31, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.2958, loss: 3.2958 2020-07-02 02:03:18,565 - mmaction - INFO - Epoch [21][540/627] lr: 3.649e-01, eta: 1 day, 9:30:14, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.2631, loss: 3.2631 2020-07-02 02:03:34,977 - mmaction - INFO - Epoch [21][560/627] lr: 3.654e-01, eta: 1 day, 9:29:58, time: 0.820, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1455, loss: 3.1455 2020-07-02 02:03:51,137 - mmaction - INFO - Epoch [21][580/627] lr: 3.660e-01, eta: 1 day, 9:29:39, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.4938, loss_cls: 3.4120, loss: 3.4120 2020-07-02 02:04:07,315 - mmaction - INFO - Epoch [21][600/627] lr: 3.665e-01, eta: 1 day, 9:29:21, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2450, loss: 3.2450 2020-07-02 02:04:23,469 - mmaction - INFO - Epoch [21][620/627] lr: 3.671e-01, eta: 1 day, 9:29:02, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4938, loss_cls: 3.4958, loss: 3.4958 2020-07-02 02:04:54,047 - mmaction - INFO - Epoch [22][20/627] lr: 3.672e-01, eta: 1 day, 9:29:16, time: 1.263, data_time: 0.415, memory: 11095, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.4749, loss: 3.4749 2020-07-02 02:05:10,267 - mmaction - INFO - Epoch [22][40/627] lr: 3.678e-01, eta: 1 day, 9:28:58, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.2896, loss: 3.2896 2020-07-02 02:05:26,420 - mmaction - INFO - Epoch [22][60/627] lr: 3.683e-01, eta: 1 day, 9:28:39, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.5847, loss: 3.5847 2020-07-02 02:05:42,919 - mmaction - INFO - Epoch [22][80/627] lr: 3.689e-01, eta: 1 day, 9:28:24, time: 0.824, data_time: 0.003, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5062, loss_cls: 3.5350, loss: 3.5350 2020-07-02 02:05:59,093 - mmaction - INFO - Epoch [22][100/627] lr: 3.694e-01, eta: 1 day, 9:28:06, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3435, loss: 3.3435 2020-07-02 02:06:15,309 - mmaction - INFO - Epoch [22][120/627] lr: 3.700e-01, eta: 1 day, 9:27:48, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3815, loss: 3.3815 2020-07-02 02:06:31,748 - mmaction - INFO - Epoch [22][140/627] lr: 3.705e-01, eta: 1 day, 9:27:32, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.3169, loss: 3.3169 2020-07-02 02:06:47,928 - mmaction - INFO - Epoch [22][160/627] lr: 3.711e-01, eta: 1 day, 9:27:14, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2845, loss: 3.2845 2020-07-02 02:07:04,112 - mmaction - INFO - Epoch [22][180/627] lr: 3.716e-01, eta: 1 day, 9:26:55, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3045, loss: 3.3045 2020-07-02 02:07:20,417 - mmaction - INFO - Epoch [22][200/627] lr: 3.722e-01, eta: 1 day, 9:26:39, time: 0.817, data_time: 0.012, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.4420, loss: 3.4420 2020-07-02 02:07:36,556 - mmaction - INFO - Epoch [22][220/627] lr: 3.727e-01, eta: 1 day, 9:26:19, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5406, loss_cls: 3.3915, loss: 3.3915 2020-07-02 02:07:52,718 - mmaction - INFO - Epoch [22][240/627] lr: 3.733e-01, eta: 1 day, 9:26:01, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2659, loss: 3.2659 2020-07-02 02:08:08,857 - mmaction - INFO - Epoch [22][260/627] lr: 3.738e-01, eta: 1 day, 9:25:42, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2480, loss: 3.2480 2020-07-02 02:08:25,026 - mmaction - INFO - Epoch [22][280/627] lr: 3.744e-01, eta: 1 day, 9:25:24, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2883, loss: 3.2883 2020-07-02 02:08:41,184 - mmaction - INFO - Epoch [22][300/627] lr: 3.749e-01, eta: 1 day, 9:25:05, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0634, loss: 3.0634 2020-07-02 02:08:57,368 - mmaction - INFO - Epoch [22][320/627] lr: 3.755e-01, eta: 1 day, 9:24:47, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5437, loss_cls: 3.2178, loss: 3.2178 2020-07-02 02:09:14,026 - mmaction - INFO - Epoch [22][340/627] lr: 3.760e-01, eta: 1 day, 9:24:33, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 3.0994, loss: 3.0994 2020-07-02 02:09:30,950 - mmaction - INFO - Epoch [22][360/627] lr: 3.766e-01, eta: 1 day, 9:24:23, time: 0.846, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.2930, loss: 3.2930 2020-07-02 02:09:47,622 - mmaction - INFO - Epoch [22][380/627] lr: 3.771e-01, eta: 1 day, 9:24:10, time: 0.833, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4799, loss: 3.4799 2020-07-02 02:10:03,816 - mmaction - INFO - Epoch [22][400/627] lr: 3.777e-01, eta: 1 day, 9:23:52, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.2051, loss: 3.2051 2020-07-02 02:10:20,017 - mmaction - INFO - Epoch [22][420/627] lr: 3.782e-01, eta: 1 day, 9:23:34, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5219, loss_cls: 3.4872, loss: 3.4872 2020-07-02 02:10:36,138 - mmaction - INFO - Epoch [22][440/627] lr: 3.788e-01, eta: 1 day, 9:23:15, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.3393, loss: 3.3393 2020-07-02 02:10:52,250 - mmaction - INFO - Epoch [22][460/627] lr: 3.793e-01, eta: 1 day, 9:22:56, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2730, loss: 3.2730 2020-07-02 02:11:08,510 - mmaction - INFO - Epoch [22][480/627] lr: 3.799e-01, eta: 1 day, 9:22:38, time: 0.813, data_time: 0.009, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5031, loss_cls: 3.3021, loss: 3.3021 2020-07-02 02:11:24,650 - mmaction - INFO - Epoch [22][500/627] lr: 3.804e-01, eta: 1 day, 9:22:20, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4252, loss: 3.4252 2020-07-02 02:11:40,913 - mmaction - INFO - Epoch [22][520/627] lr: 3.809e-01, eta: 1 day, 9:22:02, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1554, loss: 3.1554 2020-07-02 02:11:57,050 - mmaction - INFO - Epoch [22][540/627] lr: 3.815e-01, eta: 1 day, 9:21:43, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5656, loss_cls: 3.3006, loss: 3.3006 2020-07-02 02:12:13,183 - mmaction - INFO - Epoch [22][560/627] lr: 3.820e-01, eta: 1 day, 9:21:25, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5312, loss_cls: 3.3990, loss: 3.3990 2020-07-02 02:12:29,309 - mmaction - INFO - Epoch [22][580/627] lr: 3.826e-01, eta: 1 day, 9:21:06, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5156, loss_cls: 3.3543, loss: 3.3543 2020-07-02 02:12:45,527 - mmaction - INFO - Epoch [22][600/627] lr: 3.831e-01, eta: 1 day, 9:20:48, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1272, loss: 3.1272 2020-07-02 02:13:01,684 - mmaction - INFO - Epoch [22][620/627] lr: 3.837e-01, eta: 1 day, 9:20:29, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.2007, loss: 3.2007 2020-07-02 02:13:30,297 - mmaction - INFO - Epoch [23][20/627] lr: 3.838e-01, eta: 1 day, 9:20:20, time: 1.166, data_time: 0.299, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.2757, loss: 3.2757 2020-07-02 02:13:46,434 - mmaction - INFO - Epoch [23][40/627] lr: 3.843e-01, eta: 1 day, 9:20:02, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5406, loss_cls: 3.1619, loss: 3.1619 2020-07-02 02:14:02,746 - mmaction - INFO - Epoch [23][60/627] lr: 3.849e-01, eta: 1 day, 9:19:44, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5500, loss_cls: 3.2529, loss: 3.2529 2020-07-02 02:14:18,884 - mmaction - INFO - Epoch [23][80/627] lr: 3.854e-01, eta: 1 day, 9:19:26, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5656, loss_cls: 3.2810, loss: 3.2810 2020-07-02 02:14:35,095 - mmaction - INFO - Epoch [23][100/627] lr: 3.860e-01, eta: 1 day, 9:19:08, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2188, top5_acc: 0.4688, loss_cls: 3.6204, loss: 3.6204 2020-07-02 02:14:51,242 - mmaction - INFO - Epoch [23][120/627] lr: 3.865e-01, eta: 1 day, 9:18:49, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.0317, loss: 3.0317 2020-07-02 02:15:07,396 - mmaction - INFO - Epoch [23][140/627] lr: 3.871e-01, eta: 1 day, 9:18:31, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3706, loss: 3.3706 2020-07-02 02:15:23,577 - mmaction - INFO - Epoch [23][160/627] lr: 3.876e-01, eta: 1 day, 9:18:13, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.2400, loss: 3.2400 2020-07-02 02:15:39,817 - mmaction - INFO - Epoch [23][180/627] lr: 3.882e-01, eta: 1 day, 9:17:55, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2653, loss: 3.2653 2020-07-02 02:15:56,241 - mmaction - INFO - Epoch [23][200/627] lr: 3.887e-01, eta: 1 day, 9:17:39, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3843, loss: 3.3843 2020-07-02 02:16:12,491 - mmaction - INFO - Epoch [23][220/627] lr: 3.893e-01, eta: 1 day, 9:17:22, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.3369, loss: 3.3369 2020-07-02 02:16:28,731 - mmaction - INFO - Epoch [23][240/627] lr: 3.898e-01, eta: 1 day, 9:17:04, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2087, loss: 3.2087 2020-07-02 02:16:44,907 - mmaction - INFO - Epoch [23][260/627] lr: 3.904e-01, eta: 1 day, 9:16:46, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.2829, loss: 3.2829 2020-07-02 02:17:01,026 - mmaction - INFO - Epoch [23][280/627] lr: 3.909e-01, eta: 1 day, 9:16:27, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2047, loss: 3.2047 2020-07-02 02:17:17,305 - mmaction - INFO - Epoch [23][300/627] lr: 3.915e-01, eta: 1 day, 9:16:09, time: 0.813, data_time: 0.004, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5437, loss_cls: 3.2760, loss: 3.2760 2020-07-02 02:17:33,534 - mmaction - INFO - Epoch [23][320/627] lr: 3.920e-01, eta: 1 day, 9:15:52, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.5192, loss: 3.5192 2020-07-02 02:17:49,659 - mmaction - INFO - Epoch [23][340/627] lr: 3.926e-01, eta: 1 day, 9:15:33, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2716, loss: 3.2716 2020-07-02 02:18:05,861 - mmaction - INFO - Epoch [23][360/627] lr: 3.931e-01, eta: 1 day, 9:15:15, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.4408, loss: 3.4408 2020-07-02 02:18:22,081 - mmaction - INFO - Epoch [23][380/627] lr: 3.937e-01, eta: 1 day, 9:14:57, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3408, loss: 3.3408 2020-07-02 02:18:38,447 - mmaction - INFO - Epoch [23][400/627] lr: 3.942e-01, eta: 1 day, 9:14:41, time: 0.819, data_time: 0.014, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1638, loss: 3.1638 2020-07-02 02:18:54,586 - mmaction - INFO - Epoch [23][420/627] lr: 3.947e-01, eta: 1 day, 9:14:22, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.4011, loss: 3.4011 2020-07-02 02:19:10,775 - mmaction - INFO - Epoch [23][440/627] lr: 3.953e-01, eta: 1 day, 9:14:04, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2344, top5_acc: 0.5094, loss_cls: 3.4992, loss: 3.4992 2020-07-02 02:19:26,977 - mmaction - INFO - Epoch [23][460/627] lr: 3.958e-01, eta: 1 day, 9:13:46, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.3786, loss: 3.3786 2020-07-02 02:19:43,446 - mmaction - INFO - Epoch [23][480/627] lr: 3.964e-01, eta: 1 day, 9:13:31, time: 0.825, data_time: 0.004, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5102, loss: 3.5102 2020-07-02 02:19:59,849 - mmaction - INFO - Epoch [23][500/627] lr: 3.969e-01, eta: 1 day, 9:13:14, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.1077, loss: 3.1077 2020-07-02 02:20:16,038 - mmaction - INFO - Epoch [23][520/627] lr: 3.975e-01, eta: 1 day, 9:12:57, time: 0.817, data_time: 0.008, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3253, loss: 3.3253 2020-07-02 02:20:32,167 - mmaction - INFO - Epoch [23][540/627] lr: 3.980e-01, eta: 1 day, 9:12:38, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.4562, loss: 3.4562 2020-07-02 02:20:48,308 - mmaction - INFO - Epoch [23][560/627] lr: 3.986e-01, eta: 1 day, 9:12:20, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.3282, loss: 3.3282 2020-07-02 02:21:04,496 - mmaction - INFO - Epoch [23][580/627] lr: 3.991e-01, eta: 1 day, 9:12:02, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4946, loss: 3.4946 2020-07-02 02:21:20,696 - mmaction - INFO - Epoch [23][600/627] lr: 3.997e-01, eta: 1 day, 9:11:44, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5500, loss_cls: 3.3639, loss: 3.3639 2020-07-02 02:21:37,089 - mmaction - INFO - Epoch [23][620/627] lr: 4.002e-01, eta: 1 day, 9:11:28, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2301, loss: 3.2301 2020-07-02 02:22:04,972 - mmaction - INFO - Epoch [24][20/627] lr: 4.003e-01, eta: 1 day, 9:11:11, time: 1.129, data_time: 0.315, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4506, loss: 3.4506 2020-07-02 02:22:21,161 - mmaction - INFO - Epoch [24][40/627] lr: 4.008e-01, eta: 1 day, 9:10:53, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2398, loss: 3.2398 2020-07-02 02:22:37,537 - mmaction - INFO - Epoch [24][60/627] lr: 4.014e-01, eta: 1 day, 9:10:36, time: 0.819, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2179, loss: 3.2179 2020-07-02 02:22:53,667 - mmaction - INFO - Epoch [24][80/627] lr: 4.019e-01, eta: 1 day, 9:10:18, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2526, loss: 3.2526 2020-07-02 02:23:09,863 - mmaction - INFO - Epoch [24][100/627] lr: 4.025e-01, eta: 1 day, 9:10:00, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1173, loss: 3.1173 2020-07-02 02:23:26,019 - mmaction - INFO - Epoch [24][120/627] lr: 4.030e-01, eta: 1 day, 9:09:42, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.1377, loss: 3.1377 2020-07-02 02:23:42,166 - mmaction - INFO - Epoch [24][140/627] lr: 4.036e-01, eta: 1 day, 9:09:23, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.3581, loss: 3.3581 2020-07-02 02:23:58,403 - mmaction - INFO - Epoch [24][160/627] lr: 4.041e-01, eta: 1 day, 9:09:06, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.3020, loss: 3.3020 2020-07-02 02:24:14,717 - mmaction - INFO - Epoch [24][180/627] lr: 4.046e-01, eta: 1 day, 9:08:49, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2496, loss: 3.2496 2020-07-02 02:24:31,185 - mmaction - INFO - Epoch [24][200/627] lr: 4.052e-01, eta: 1 day, 9:08:34, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5594, loss_cls: 3.0907, loss: 3.0907 2020-07-02 02:24:47,352 - mmaction - INFO - Epoch [24][220/627] lr: 4.057e-01, eta: 1 day, 9:08:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.4781, loss_cls: 3.4080, loss: 3.4080 2020-07-02 02:25:03,744 - mmaction - INFO - Epoch [24][240/627] lr: 4.063e-01, eta: 1 day, 9:07:59, time: 0.819, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2584, loss: 3.2584 2020-07-02 02:25:19,883 - mmaction - INFO - Epoch [24][260/627] lr: 4.068e-01, eta: 1 day, 9:07:41, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2216, loss: 3.2216 2020-07-02 02:25:36,413 - mmaction - INFO - Epoch [24][280/627] lr: 4.074e-01, eta: 1 day, 9:07:26, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6281, loss_cls: 2.9478, loss: 2.9478 2020-07-02 02:25:52,574 - mmaction - INFO - Epoch [24][300/627] lr: 4.079e-01, eta: 1 day, 9:07:08, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2351, loss: 3.2351 2020-07-02 02:26:08,840 - mmaction - INFO - Epoch [24][320/627] lr: 4.085e-01, eta: 1 day, 9:06:51, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0938, loss: 3.0938 2020-07-02 02:26:25,012 - mmaction - INFO - Epoch [24][340/627] lr: 4.090e-01, eta: 1 day, 9:06:33, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.4319, loss: 3.4319 2020-07-02 02:26:41,226 - mmaction - INFO - Epoch [24][360/627] lr: 4.096e-01, eta: 1 day, 9:06:15, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.2893, loss: 3.2893 2020-07-02 02:26:57,378 - mmaction - INFO - Epoch [24][380/627] lr: 4.101e-01, eta: 1 day, 9:05:56, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1954, loss: 3.1954 2020-07-02 02:27:13,572 - mmaction - INFO - Epoch [24][400/627] lr: 4.107e-01, eta: 1 day, 9:05:38, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.3535, loss: 3.3535 2020-07-02 02:27:29,750 - mmaction - INFO - Epoch [24][420/627] lr: 4.112e-01, eta: 1 day, 9:05:20, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5875, loss_cls: 3.0493, loss: 3.0493 2020-07-02 02:27:45,912 - mmaction - INFO - Epoch [24][440/627] lr: 4.117e-01, eta: 1 day, 9:05:02, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.1940, loss: 3.1940 2020-07-02 02:28:02,081 - mmaction - INFO - Epoch [24][460/627] lr: 4.123e-01, eta: 1 day, 9:04:44, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.2364, loss: 3.2364 2020-07-02 02:28:18,251 - mmaction - INFO - Epoch [24][480/627] lr: 4.128e-01, eta: 1 day, 9:04:26, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.2659, loss: 3.2659 2020-07-02 02:28:34,400 - mmaction - INFO - Epoch [24][500/627] lr: 4.134e-01, eta: 1 day, 9:04:07, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2613, loss: 3.2613 2020-07-02 02:28:50,608 - mmaction - INFO - Epoch [24][520/627] lr: 4.139e-01, eta: 1 day, 9:03:49, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2521, loss: 3.2521 2020-07-02 02:29:06,709 - mmaction - INFO - Epoch [24][540/627] lr: 4.145e-01, eta: 1 day, 9:03:31, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2111, loss: 3.2111 2020-07-02 02:29:22,905 - mmaction - INFO - Epoch [24][560/627] lr: 4.150e-01, eta: 1 day, 9:03:13, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5031, loss_cls: 3.3972, loss: 3.3972 2020-07-02 02:29:39,103 - mmaction - INFO - Epoch [24][580/627] lr: 4.156e-01, eta: 1 day, 9:02:55, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.3029, loss: 3.3029 2020-07-02 02:29:55,224 - mmaction - INFO - Epoch [24][600/627] lr: 4.161e-01, eta: 1 day, 9:02:36, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4042, loss: 3.4042 2020-07-02 02:30:11,396 - mmaction - INFO - Epoch [24][620/627] lr: 4.167e-01, eta: 1 day, 9:02:18, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1436, loss: 3.1436 2020-07-02 02:30:16,628 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-02 02:30:38,997 - mmaction - INFO - Epoch [25][20/627] lr: 4.167e-01, eta: 1 day, 9:01:45, time: 1.045, data_time: 0.231, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4277, loss: 3.4277 2020-07-02 02:30:55,399 - mmaction - INFO - Epoch [25][40/627] lr: 4.172e-01, eta: 1 day, 9:01:29, time: 0.819, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3896, loss: 3.3896 2020-07-02 02:31:11,562 - mmaction - INFO - Epoch [25][60/627] lr: 4.177e-01, eta: 1 day, 9:01:11, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.1889, loss: 3.1889 2020-07-02 02:31:27,721 - mmaction - INFO - Epoch [25][80/627] lr: 4.183e-01, eta: 1 day, 9:00:53, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.4656, loss_cls: 3.4703, loss: 3.4703 2020-07-02 02:31:43,915 - mmaction - INFO - Epoch [25][100/627] lr: 4.188e-01, eta: 1 day, 9:00:35, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.4360, loss: 3.4360 2020-07-02 02:32:00,109 - mmaction - INFO - Epoch [25][120/627] lr: 4.194e-01, eta: 1 day, 9:00:17, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.2770, loss: 3.2770 2020-07-02 02:32:16,252 - mmaction - INFO - Epoch [25][140/627] lr: 4.199e-01, eta: 1 day, 8:59:59, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.4017, loss: 3.4017 2020-07-02 02:32:32,447 - mmaction - INFO - Epoch [25][160/627] lr: 4.205e-01, eta: 1 day, 8:59:41, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5469, loss_cls: 3.1138, loss: 3.1138 2020-07-02 02:32:48,605 - mmaction - INFO - Epoch [25][180/627] lr: 4.210e-01, eta: 1 day, 8:59:23, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1702, loss: 3.1702 2020-07-02 02:33:04,907 - mmaction - INFO - Epoch [25][200/627] lr: 4.216e-01, eta: 1 day, 8:59:06, time: 0.816, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3774, loss: 3.3774 2020-07-02 02:33:21,100 - mmaction - INFO - Epoch [25][220/627] lr: 4.221e-01, eta: 1 day, 8:58:48, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.0880, loss: 3.0880 2020-07-02 02:33:37,274 - mmaction - INFO - Epoch [25][240/627] lr: 4.227e-01, eta: 1 day, 8:58:30, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2854, loss: 3.2854 2020-07-02 02:33:53,433 - mmaction - INFO - Epoch [25][260/627] lr: 4.232e-01, eta: 1 day, 8:58:12, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2375, top5_acc: 0.5281, loss_cls: 3.3978, loss: 3.3978 2020-07-02 02:34:09,662 - mmaction - INFO - Epoch [25][280/627] lr: 4.237e-01, eta: 1 day, 8:57:54, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.3015, loss: 3.3015 2020-07-02 02:34:26,190 - mmaction - INFO - Epoch [25][300/627] lr: 4.243e-01, eta: 1 day, 8:57:40, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.3140, loss: 3.3140 2020-07-02 02:34:42,369 - mmaction - INFO - Epoch [25][320/627] lr: 4.248e-01, eta: 1 day, 8:57:22, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2750, top5_acc: 0.4781, loss_cls: 3.4487, loss: 3.4487 2020-07-02 02:34:58,499 - mmaction - INFO - Epoch [25][340/627] lr: 4.254e-01, eta: 1 day, 8:57:03, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.4118, loss: 3.4118 2020-07-02 02:35:14,651 - mmaction - INFO - Epoch [25][360/627] lr: 4.259e-01, eta: 1 day, 8:56:45, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2874, loss: 3.2874 2020-07-02 02:35:30,892 - mmaction - INFO - Epoch [25][380/627] lr: 4.265e-01, eta: 1 day, 8:56:28, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3172, loss: 3.3172 2020-07-02 02:35:47,031 - mmaction - INFO - Epoch [25][400/627] lr: 4.270e-01, eta: 1 day, 8:56:10, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.4160, loss: 3.4160 2020-07-02 02:36:03,244 - mmaction - INFO - Epoch [25][420/627] lr: 4.276e-01, eta: 1 day, 8:55:52, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3125, loss: 3.3125 2020-07-02 02:36:19,414 - mmaction - INFO - Epoch [25][440/627] lr: 4.281e-01, eta: 1 day, 8:55:34, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5844, loss_cls: 3.2513, loss: 3.2513 2020-07-02 02:36:35,608 - mmaction - INFO - Epoch [25][460/627] lr: 4.287e-01, eta: 1 day, 8:55:16, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.5332, loss: 3.5332 2020-07-02 02:36:51,783 - mmaction - INFO - Epoch [25][480/627] lr: 4.292e-01, eta: 1 day, 8:54:58, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0556, loss: 3.0556 2020-07-02 02:37:07,967 - mmaction - INFO - Epoch [25][500/627] lr: 4.297e-01, eta: 1 day, 8:54:41, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4347, loss: 3.4347 2020-07-02 02:37:24,150 - mmaction - INFO - Epoch [25][520/627] lr: 4.303e-01, eta: 1 day, 8:54:23, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3285, loss: 3.3285 2020-07-02 02:37:40,410 - mmaction - INFO - Epoch [25][540/627] lr: 4.308e-01, eta: 1 day, 8:54:05, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1398, loss: 3.1398 2020-07-02 02:37:56,616 - mmaction - INFO - Epoch [25][560/627] lr: 4.314e-01, eta: 1 day, 8:53:48, time: 0.811, data_time: 0.005, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0434, loss: 3.0434 2020-07-02 02:38:12,714 - mmaction - INFO - Epoch [25][580/627] lr: 4.319e-01, eta: 1 day, 8:53:29, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5906, loss_cls: 3.1786, loss: 3.1786 2020-07-02 02:38:28,800 - mmaction - INFO - Epoch [25][600/627] lr: 4.325e-01, eta: 1 day, 8:53:10, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.2287, loss: 3.2287 2020-07-02 02:38:44,880 - mmaction - INFO - Epoch [25][620/627] lr: 4.330e-01, eta: 1 day, 8:52:52, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.2484, loss: 3.2484 2020-07-02 02:39:12,896 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 02:39:13,769 - mmaction - INFO - top1_acc 0.2755 top5_acc 0.5462 2020-07-02 02:39:13,769 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 02:39:13,841 - mmaction - INFO - mean_acc 0.2754 2020-07-02 02:39:13,850 - mmaction - INFO - Epoch [25][627/627] lr: 4.332e-01, top1_acc: 0.2755, top5_acc: 0.5462, mean_class_accuracy: 0.2754 2020-07-02 02:39:35,473 - mmaction - INFO - Epoch [26][20/627] lr: 4.329e-01, eta: 1 day, 8:52:25, time: 1.079, data_time: 0.271, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4668, loss: 3.4668 2020-07-02 02:39:52,381 - mmaction - INFO - Epoch [26][40/627] lr: 4.335e-01, eta: 1 day, 8:52:14, time: 0.846, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.8494, loss: 2.8494 2020-07-02 02:40:08,563 - mmaction - INFO - Epoch [26][60/627] lr: 4.340e-01, eta: 1 day, 8:51:56, time: 0.808, data_time: 0.005, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6031, loss_cls: 3.0415, loss: 3.0415 2020-07-02 02:40:24,691 - mmaction - INFO - Epoch [26][80/627] lr: 4.346e-01, eta: 1 day, 8:51:38, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5594, loss_cls: 3.1702, loss: 3.1702 2020-07-02 02:40:40,776 - mmaction - INFO - Epoch [26][100/627] lr: 4.351e-01, eta: 1 day, 8:51:19, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3501, loss: 3.3501 2020-07-02 02:40:56,939 - mmaction - INFO - Epoch [26][120/627] lr: 4.357e-01, eta: 1 day, 8:51:01, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0836, loss: 3.0836 2020-07-02 02:41:13,085 - mmaction - INFO - Epoch [26][140/627] lr: 4.362e-01, eta: 1 day, 8:50:43, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2063, loss: 3.2063 2020-07-02 02:41:29,252 - mmaction - INFO - Epoch [26][160/627] lr: 4.368e-01, eta: 1 day, 8:50:25, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1038, loss: 3.1038 2020-07-02 02:41:45,534 - mmaction - INFO - Epoch [26][180/627] lr: 4.373e-01, eta: 1 day, 8:50:08, time: 0.815, data_time: 0.004, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2312, loss: 3.2312 2020-07-02 02:42:01,638 - mmaction - INFO - Epoch [26][200/627] lr: 4.378e-01, eta: 1 day, 8:49:50, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.5518, loss: 3.5518 2020-07-02 02:42:17,837 - mmaction - INFO - Epoch [26][220/627] lr: 4.384e-01, eta: 1 day, 8:49:32, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0480, loss: 3.0480 2020-07-02 02:42:34,121 - mmaction - INFO - Epoch [26][240/627] lr: 4.389e-01, eta: 1 day, 8:49:15, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3234, loss: 3.3234 2020-07-02 02:42:50,266 - mmaction - INFO - Epoch [26][260/627] lr: 4.395e-01, eta: 1 day, 8:48:57, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.3591, loss: 3.3591 2020-07-02 02:43:06,448 - mmaction - INFO - Epoch [26][280/627] lr: 4.400e-01, eta: 1 day, 8:48:39, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2452, loss: 3.2452 2020-07-02 02:43:22,700 - mmaction - INFO - Epoch [26][300/627] lr: 4.406e-01, eta: 1 day, 8:48:22, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 2.9875, loss: 2.9875 2020-07-02 02:43:38,897 - mmaction - INFO - Epoch [26][320/627] lr: 4.411e-01, eta: 1 day, 8:48:04, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.2532, loss: 3.2532 2020-07-02 02:43:55,097 - mmaction - INFO - Epoch [26][340/627] lr: 4.417e-01, eta: 1 day, 8:47:47, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3088, loss: 3.3088 2020-07-02 02:44:11,380 - mmaction - INFO - Epoch [26][360/627] lr: 4.422e-01, eta: 1 day, 8:47:30, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9880, loss: 2.9880 2020-07-02 02:44:27,578 - mmaction - INFO - Epoch [26][380/627] lr: 4.427e-01, eta: 1 day, 8:47:12, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.3640, loss: 3.3640 2020-07-02 02:44:43,805 - mmaction - INFO - Epoch [26][400/627] lr: 4.433e-01, eta: 1 day, 8:46:55, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5125, loss_cls: 3.3193, loss: 3.3193 2020-07-02 02:44:59,988 - mmaction - INFO - Epoch [26][420/627] lr: 4.438e-01, eta: 1 day, 8:46:37, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.1768, loss: 3.1768 2020-07-02 02:45:16,159 - mmaction - INFO - Epoch [26][440/627] lr: 4.444e-01, eta: 1 day, 8:46:19, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6094, loss_cls: 3.0285, loss: 3.0285 2020-07-02 02:45:32,307 - mmaction - INFO - Epoch [26][460/627] lr: 4.449e-01, eta: 1 day, 8:46:01, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.2997, loss: 3.2997 2020-07-02 02:45:48,948 - mmaction - INFO - Epoch [26][480/627] lr: 4.455e-01, eta: 1 day, 8:45:48, time: 0.833, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1296, loss: 3.1296 2020-07-02 02:46:05,136 - mmaction - INFO - Epoch [26][500/627] lr: 4.460e-01, eta: 1 day, 8:45:30, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.4969, loss_cls: 3.5195, loss: 3.5195 2020-07-02 02:46:21,326 - mmaction - INFO - Epoch [26][520/627] lr: 4.466e-01, eta: 1 day, 8:45:12, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1369, loss: 3.1369 2020-07-02 02:46:37,479 - mmaction - INFO - Epoch [26][540/627] lr: 4.471e-01, eta: 1 day, 8:44:54, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4254, loss: 3.4254 2020-07-02 02:46:53,627 - mmaction - INFO - Epoch [26][560/627] lr: 4.476e-01, eta: 1 day, 8:44:36, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2253, loss: 3.2253 2020-07-02 02:47:09,865 - mmaction - INFO - Epoch [26][580/627] lr: 4.482e-01, eta: 1 day, 8:44:19, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.2387, loss: 3.2387 2020-07-02 02:47:26,106 - mmaction - INFO - Epoch [26][600/627] lr: 4.487e-01, eta: 1 day, 8:44:02, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.3243, loss: 3.3243 2020-07-02 02:47:42,159 - mmaction - INFO - Epoch [26][620/627] lr: 4.493e-01, eta: 1 day, 8:43:43, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0749, loss: 3.0749 2020-07-02 02:48:09,843 - mmaction - INFO - Epoch [27][20/627] lr: 4.491e-01, eta: 1 day, 8:43:24, time: 1.119, data_time: 0.313, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.4327, loss: 3.4327 2020-07-02 02:48:26,394 - mmaction - INFO - Epoch [27][40/627] lr: 4.497e-01, eta: 1 day, 8:43:09, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5156, loss_cls: 3.3044, loss: 3.3044 2020-07-02 02:48:42,559 - mmaction - INFO - Epoch [27][60/627] lr: 4.502e-01, eta: 1 day, 8:42:51, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.1199, loss: 3.1199 2020-07-02 02:48:58,690 - mmaction - INFO - Epoch [27][80/627] lr: 4.508e-01, eta: 1 day, 8:42:33, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.1376, loss: 3.1376 2020-07-02 02:49:15,259 - mmaction - INFO - Epoch [27][100/627] lr: 4.513e-01, eta: 1 day, 8:42:19, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1718, loss: 3.1718 2020-07-02 02:49:31,495 - mmaction - INFO - Epoch [27][120/627] lr: 4.519e-01, eta: 1 day, 8:42:01, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3741, loss: 3.3741 2020-07-02 02:49:47,979 - mmaction - INFO - Epoch [27][140/627] lr: 4.524e-01, eta: 1 day, 8:41:46, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1820, loss: 3.1820 2020-07-02 02:50:04,137 - mmaction - INFO - Epoch [27][160/627] lr: 4.529e-01, eta: 1 day, 8:41:28, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1802, loss: 3.1802 2020-07-02 02:50:20,340 - mmaction - INFO - Epoch [27][180/627] lr: 4.535e-01, eta: 1 day, 8:41:11, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2013, loss: 3.2013 2020-07-02 02:50:36,420 - mmaction - INFO - Epoch [27][200/627] lr: 4.540e-01, eta: 1 day, 8:40:53, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.5126, loss: 3.5126 2020-07-02 02:50:52,956 - mmaction - INFO - Epoch [27][220/627] lr: 4.546e-01, eta: 1 day, 8:40:38, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3444, loss: 3.3444 2020-07-02 02:51:09,175 - mmaction - INFO - Epoch [27][240/627] lr: 4.551e-01, eta: 1 day, 8:40:20, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3713, loss: 3.3713 2020-07-02 02:51:25,431 - mmaction - INFO - Epoch [27][260/627] lr: 4.557e-01, eta: 1 day, 8:40:03, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.4253, loss: 3.4253 2020-07-02 02:51:41,576 - mmaction - INFO - Epoch [27][280/627] lr: 4.562e-01, eta: 1 day, 8:39:45, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0871, loss: 3.0871 2020-07-02 02:51:57,718 - mmaction - INFO - Epoch [27][300/627] lr: 4.567e-01, eta: 1 day, 8:39:27, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3457, loss: 3.3457 2020-07-02 02:52:13,933 - mmaction - INFO - Epoch [27][320/627] lr: 4.573e-01, eta: 1 day, 8:39:10, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.3923, loss: 3.3923 2020-07-02 02:52:30,095 - mmaction - INFO - Epoch [27][340/627] lr: 4.578e-01, eta: 1 day, 8:38:52, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0985, loss: 3.0985 2020-07-02 02:52:46,251 - mmaction - INFO - Epoch [27][360/627] lr: 4.584e-01, eta: 1 day, 8:38:34, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.1792, loss: 3.1792 2020-07-02 02:53:02,553 - mmaction - INFO - Epoch [27][380/627] lr: 4.589e-01, eta: 1 day, 8:38:17, time: 0.814, data_time: 0.011, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3153, loss: 3.3153 2020-07-02 02:53:18,670 - mmaction - INFO - Epoch [27][400/627] lr: 4.595e-01, eta: 1 day, 8:37:59, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2392, loss: 3.2392 2020-07-02 02:53:35,185 - mmaction - INFO - Epoch [27][420/627] lr: 4.600e-01, eta: 1 day, 8:37:44, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2351, loss: 3.2351 2020-07-02 02:53:51,297 - mmaction - INFO - Epoch [27][440/627] lr: 4.605e-01, eta: 1 day, 8:37:26, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5406, loss_cls: 3.1591, loss: 3.1591 2020-07-02 02:54:07,427 - mmaction - INFO - Epoch [27][460/627] lr: 4.611e-01, eta: 1 day, 8:37:08, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1312, loss: 3.1312 2020-07-02 02:54:23,577 - mmaction - INFO - Epoch [27][480/627] lr: 4.616e-01, eta: 1 day, 8:36:50, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2514, loss: 3.2514 2020-07-02 02:54:39,690 - mmaction - INFO - Epoch [27][500/627] lr: 4.622e-01, eta: 1 day, 8:36:32, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9994, loss: 2.9994 2020-07-02 02:54:55,850 - mmaction - INFO - Epoch [27][520/627] lr: 4.627e-01, eta: 1 day, 8:36:14, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2419, loss: 3.2419 2020-07-02 02:55:12,033 - mmaction - INFO - Epoch [27][540/627] lr: 4.633e-01, eta: 1 day, 8:35:56, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.3461, loss: 3.3461 2020-07-02 02:55:28,201 - mmaction - INFO - Epoch [27][560/627] lr: 4.638e-01, eta: 1 day, 8:35:38, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.2570, loss: 3.2570 2020-07-02 02:55:44,465 - mmaction - INFO - Epoch [27][580/627] lr: 4.643e-01, eta: 1 day, 8:35:21, time: 0.813, data_time: 0.007, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.3970, loss: 3.3970 2020-07-02 02:56:00,635 - mmaction - INFO - Epoch [27][600/627] lr: 4.649e-01, eta: 1 day, 8:35:04, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9735, loss: 2.9735 2020-07-02 02:56:16,764 - mmaction - INFO - Epoch [27][620/627] lr: 4.654e-01, eta: 1 day, 8:34:46, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.2495, loss: 3.2495 2020-07-02 02:56:45,647 - mmaction - INFO - Epoch [28][20/627] lr: 4.652e-01, eta: 1 day, 8:34:37, time: 1.179, data_time: 0.306, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3781, loss: 3.3781 2020-07-02 02:57:01,809 - mmaction - INFO - Epoch [28][40/627] lr: 4.658e-01, eta: 1 day, 8:34:18, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.1778, loss: 3.1778 2020-07-02 02:57:17,963 - mmaction - INFO - Epoch [28][60/627] lr: 4.663e-01, eta: 1 day, 8:34:01, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3997, loss: 3.3997 2020-07-02 02:57:34,123 - mmaction - INFO - Epoch [28][80/627] lr: 4.669e-01, eta: 1 day, 8:33:43, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.2809, loss: 3.2809 2020-07-02 02:57:50,315 - mmaction - INFO - Epoch [28][100/627] lr: 4.674e-01, eta: 1 day, 8:33:25, time: 0.810, data_time: 0.009, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2277, loss: 3.2277 2020-07-02 02:58:06,429 - mmaction - INFO - Epoch [28][120/627] lr: 4.679e-01, eta: 1 day, 8:33:07, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5656, loss_cls: 3.2252, loss: 3.2252 2020-07-02 02:58:22,588 - mmaction - INFO - Epoch [28][140/627] lr: 4.685e-01, eta: 1 day, 8:32:49, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1869, loss: 3.1869 2020-07-02 02:58:38,682 - mmaction - INFO - Epoch [28][160/627] lr: 4.690e-01, eta: 1 day, 8:32:31, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5625, loss_cls: 3.3383, loss: 3.3383 2020-07-02 02:58:54,905 - mmaction - INFO - Epoch [28][180/627] lr: 4.696e-01, eta: 1 day, 8:32:14, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1120, loss: 3.1120 2020-07-02 02:59:11,094 - mmaction - INFO - Epoch [28][200/627] lr: 4.701e-01, eta: 1 day, 8:31:56, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.2078, loss: 3.2078 2020-07-02 02:59:27,588 - mmaction - INFO - Epoch [28][220/627] lr: 4.707e-01, eta: 1 day, 8:31:41, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5656, loss_cls: 3.2930, loss: 3.2930 2020-07-02 02:59:43,755 - mmaction - INFO - Epoch [28][240/627] lr: 4.712e-01, eta: 1 day, 8:31:23, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1617, loss: 3.1617 2020-07-02 02:59:59,921 - mmaction - INFO - Epoch [28][260/627] lr: 4.717e-01, eta: 1 day, 8:31:05, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6312, loss_cls: 3.0718, loss: 3.0718 2020-07-02 03:00:24,673 - mmaction - INFO - Epoch [28][280/627] lr: 4.723e-01, eta: 1 day, 8:31:58, time: 1.229, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3090, loss: 3.3090 2020-07-02 03:00:40,989 - mmaction - INFO - Epoch [28][300/627] lr: 4.728e-01, eta: 1 day, 8:31:43, time: 0.826, data_time: 0.014, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.1434, loss: 3.1434 2020-07-02 03:00:57,540 - mmaction - INFO - Epoch [28][320/627] lr: 4.734e-01, eta: 1 day, 8:31:28, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2468, loss: 3.2468 2020-07-02 03:01:13,757 - mmaction - INFO - Epoch [28][340/627] lr: 4.739e-01, eta: 1 day, 8:31:10, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5594, loss_cls: 3.2372, loss: 3.2372 2020-07-02 03:01:29,943 - mmaction - INFO - Epoch [28][360/627] lr: 4.744e-01, eta: 1 day, 8:30:53, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3894, loss: 3.3894 2020-07-02 03:01:46,141 - mmaction - INFO - Epoch [28][380/627] lr: 4.750e-01, eta: 1 day, 8:30:35, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.1313, loss: 3.1313 2020-07-02 03:02:02,458 - mmaction - INFO - Epoch [28][400/627] lr: 4.755e-01, eta: 1 day, 8:30:19, time: 0.815, data_time: 0.011, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2988, loss: 3.2988 2020-07-02 03:02:18,600 - mmaction - INFO - Epoch [28][420/627] lr: 4.761e-01, eta: 1 day, 8:30:00, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.3425, loss: 3.3425 2020-07-02 03:02:35,120 - mmaction - INFO - Epoch [28][440/627] lr: 4.766e-01, eta: 1 day, 8:29:46, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2058, loss: 3.2058 2020-07-02 03:02:51,282 - mmaction - INFO - Epoch [28][460/627] lr: 4.772e-01, eta: 1 day, 8:29:28, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.2999, loss: 3.2999 2020-07-02 03:03:07,472 - mmaction - INFO - Epoch [28][480/627] lr: 4.777e-01, eta: 1 day, 8:29:10, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5625, loss_cls: 3.4187, loss: 3.4187 2020-07-02 03:03:23,619 - mmaction - INFO - Epoch [28][500/627] lr: 4.782e-01, eta: 1 day, 8:28:52, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2160, loss: 3.2160 2020-07-02 03:03:40,186 - mmaction - INFO - Epoch [28][520/627] lr: 4.788e-01, eta: 1 day, 8:28:38, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1132, loss: 3.1132 2020-07-02 03:03:56,296 - mmaction - INFO - Epoch [28][540/627] lr: 4.793e-01, eta: 1 day, 8:28:20, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.2560, loss: 3.2560 2020-07-02 03:04:12,418 - mmaction - INFO - Epoch [28][560/627] lr: 4.799e-01, eta: 1 day, 8:28:01, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.3425, loss: 3.3425 2020-07-02 03:04:28,554 - mmaction - INFO - Epoch [28][580/627] lr: 4.804e-01, eta: 1 day, 8:27:43, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.2703, loss: 3.2703 2020-07-02 03:04:44,740 - mmaction - INFO - Epoch [28][600/627] lr: 4.810e-01, eta: 1 day, 8:27:25, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.1546, loss: 3.1546 2020-07-02 03:05:00,837 - mmaction - INFO - Epoch [28][620/627] lr: 4.815e-01, eta: 1 day, 8:27:07, time: 0.808, data_time: 0.005, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.0948, loss: 3.0948 2020-07-02 03:05:06,101 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-02 03:05:31,289 - mmaction - INFO - Epoch [29][20/627] lr: 4.812e-01, eta: 1 day, 8:27:02, time: 1.203, data_time: 0.365, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3807, loss: 3.3807 2020-07-02 03:05:47,685 - mmaction - INFO - Epoch [29][40/627] lr: 4.818e-01, eta: 1 day, 8:26:46, time: 0.820, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 3.0629, loss: 3.0629 2020-07-02 03:06:03,882 - mmaction - INFO - Epoch [29][60/627] lr: 4.823e-01, eta: 1 day, 8:26:28, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1164, loss: 3.1164 2020-07-02 03:06:20,072 - mmaction - INFO - Epoch [29][80/627] lr: 4.828e-01, eta: 1 day, 8:26:10, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.4938, loss_cls: 3.3575, loss: 3.3575 2020-07-02 03:06:36,284 - mmaction - INFO - Epoch [29][100/627] lr: 4.834e-01, eta: 1 day, 8:25:53, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2800, loss: 3.2800 2020-07-02 03:06:52,408 - mmaction - INFO - Epoch [29][120/627] lr: 4.839e-01, eta: 1 day, 8:25:35, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.2566, loss: 3.2566 2020-07-02 03:07:08,632 - mmaction - INFO - Epoch [29][140/627] lr: 4.845e-01, eta: 1 day, 8:25:18, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3666, loss: 3.3666 2020-07-02 03:07:24,882 - mmaction - INFO - Epoch [29][160/627] lr: 4.850e-01, eta: 1 day, 8:25:00, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.3147, loss: 3.3147 2020-07-02 03:07:41,094 - mmaction - INFO - Epoch [29][180/627] lr: 4.855e-01, eta: 1 day, 8:24:43, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.1324, loss: 3.1324 2020-07-02 03:07:57,247 - mmaction - INFO - Epoch [29][200/627] lr: 4.861e-01, eta: 1 day, 8:24:25, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5219, loss_cls: 3.3372, loss: 3.3372 2020-07-02 03:08:13,791 - mmaction - INFO - Epoch [29][220/627] lr: 4.866e-01, eta: 1 day, 8:24:10, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.4969, loss_cls: 3.3746, loss: 3.3746 2020-07-02 03:08:30,088 - mmaction - INFO - Epoch [29][240/627] lr: 4.872e-01, eta: 1 day, 8:23:54, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0441, loss: 3.0441 2020-07-02 03:08:46,353 - mmaction - INFO - Epoch [29][260/627] lr: 4.877e-01, eta: 1 day, 8:23:37, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.1742, loss: 3.1742 2020-07-02 03:09:02,545 - mmaction - INFO - Epoch [29][280/627] lr: 4.883e-01, eta: 1 day, 8:23:19, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3366, loss: 3.3366 2020-07-02 03:09:18,722 - mmaction - INFO - Epoch [29][300/627] lr: 4.888e-01, eta: 1 day, 8:23:01, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1430, loss: 3.1430 2020-07-02 03:09:34,962 - mmaction - INFO - Epoch [29][320/627] lr: 4.893e-01, eta: 1 day, 8:22:44, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2049, loss: 3.2049 2020-07-02 03:09:51,132 - mmaction - INFO - Epoch [29][340/627] lr: 4.899e-01, eta: 1 day, 8:22:26, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5000, loss_cls: 3.4151, loss: 3.4151 2020-07-02 03:10:07,374 - mmaction - INFO - Epoch [29][360/627] lr: 4.904e-01, eta: 1 day, 8:22:09, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.3188, loss: 3.3188 2020-07-02 03:10:23,542 - mmaction - INFO - Epoch [29][380/627] lr: 4.910e-01, eta: 1 day, 8:21:52, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.3135, loss: 3.3135 2020-07-02 03:10:39,726 - mmaction - INFO - Epoch [29][400/627] lr: 4.915e-01, eta: 1 day, 8:21:34, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.1703, loss: 3.1703 2020-07-02 03:10:55,926 - mmaction - INFO - Epoch [29][420/627] lr: 4.920e-01, eta: 1 day, 8:21:16, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5406, loss_cls: 3.2534, loss: 3.2534 2020-07-02 03:11:12,079 - mmaction - INFO - Epoch [29][440/627] lr: 4.926e-01, eta: 1 day, 8:20:59, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.2943, loss: 3.2943 2020-07-02 03:11:28,330 - mmaction - INFO - Epoch [29][460/627] lr: 4.931e-01, eta: 1 day, 8:20:42, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.4906, loss_cls: 3.3570, loss: 3.3570 2020-07-02 03:11:44,527 - mmaction - INFO - Epoch [29][480/627] lr: 4.937e-01, eta: 1 day, 8:20:24, time: 0.809, data_time: 0.005, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.2433, loss: 3.2433 2020-07-02 03:12:00,695 - mmaction - INFO - Epoch [29][500/627] lr: 4.942e-01, eta: 1 day, 8:20:06, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2455, loss: 3.2455 2020-07-02 03:12:16,876 - mmaction - INFO - Epoch [29][520/627] lr: 4.947e-01, eta: 1 day, 8:19:49, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.4447, loss: 3.4447 2020-07-02 03:12:32,961 - mmaction - INFO - Epoch [29][540/627] lr: 4.953e-01, eta: 1 day, 8:19:30, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.2841, loss: 3.2841 2020-07-02 03:12:49,130 - mmaction - INFO - Epoch [29][560/627] lr: 4.958e-01, eta: 1 day, 8:19:13, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.4041, loss: 3.4041 2020-07-02 03:13:05,248 - mmaction - INFO - Epoch [29][580/627] lr: 4.964e-01, eta: 1 day, 8:18:55, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1236, loss: 3.1236 2020-07-02 03:13:21,361 - mmaction - INFO - Epoch [29][600/627] lr: 4.969e-01, eta: 1 day, 8:18:37, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2902, loss: 3.2902 2020-07-02 03:13:37,477 - mmaction - INFO - Epoch [29][620/627] lr: 4.974e-01, eta: 1 day, 8:18:18, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.0265, loss: 3.0265 2020-07-02 03:14:05,442 - mmaction - INFO - Epoch [30][20/627] lr: 4.971e-01, eta: 1 day, 8:18:01, time: 1.133, data_time: 0.299, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.2820, loss: 3.2820 2020-07-02 03:14:21,645 - mmaction - INFO - Epoch [30][40/627] lr: 4.976e-01, eta: 1 day, 8:17:44, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1609, loss: 3.1609 2020-07-02 03:14:37,764 - mmaction - INFO - Epoch [30][60/627] lr: 4.982e-01, eta: 1 day, 8:17:25, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1519, loss: 3.1519 2020-07-02 03:14:53,956 - mmaction - INFO - Epoch [30][80/627] lr: 4.987e-01, eta: 1 day, 8:17:08, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2873, loss: 3.2873 2020-07-02 03:15:10,103 - mmaction - INFO - Epoch [30][100/627] lr: 4.993e-01, eta: 1 day, 8:16:50, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.6062, loss_cls: 3.1226, loss: 3.1226 2020-07-02 03:15:26,229 - mmaction - INFO - Epoch [30][120/627] lr: 4.998e-01, eta: 1 day, 8:16:32, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4361, loss: 3.4361 2020-07-02 03:15:42,387 - mmaction - INFO - Epoch [30][140/627] lr: 5.003e-01, eta: 1 day, 8:16:14, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1306, loss: 3.1306 2020-07-02 03:15:58,650 - mmaction - INFO - Epoch [30][160/627] lr: 5.009e-01, eta: 1 day, 8:15:57, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2281, top5_acc: 0.5062, loss_cls: 3.4221, loss: 3.4221 2020-07-02 03:16:14,861 - mmaction - INFO - Epoch [30][180/627] lr: 5.014e-01, eta: 1 day, 8:15:40, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6125, loss_cls: 3.1008, loss: 3.1008 2020-07-02 03:16:31,054 - mmaction - INFO - Epoch [30][200/627] lr: 5.020e-01, eta: 1 day, 8:15:23, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.1368, loss: 3.1368 2020-07-02 03:16:47,235 - mmaction - INFO - Epoch [30][220/627] lr: 5.025e-01, eta: 1 day, 8:15:05, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.4257, loss: 3.4257 2020-07-02 03:17:03,397 - mmaction - INFO - Epoch [30][240/627] lr: 5.030e-01, eta: 1 day, 8:14:47, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1561, loss: 3.1561 2020-07-02 03:17:19,699 - mmaction - INFO - Epoch [30][260/627] lr: 5.036e-01, eta: 1 day, 8:14:31, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5375, loss_cls: 3.2084, loss: 3.2084 2020-07-02 03:17:36,220 - mmaction - INFO - Epoch [30][280/627] lr: 5.041e-01, eta: 1 day, 8:14:16, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1116, loss: 3.1116 2020-07-02 03:17:52,353 - mmaction - INFO - Epoch [30][300/627] lr: 5.047e-01, eta: 1 day, 8:13:58, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 3.0354, loss: 3.0354 2020-07-02 03:18:08,865 - mmaction - INFO - Epoch [30][320/627] lr: 5.052e-01, eta: 1 day, 8:13:43, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2870, loss: 3.2870 2020-07-02 03:18:25,015 - mmaction - INFO - Epoch [30][340/627] lr: 5.057e-01, eta: 1 day, 8:13:25, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.1914, loss: 3.1914 2020-07-02 03:18:41,229 - mmaction - INFO - Epoch [30][360/627] lr: 5.063e-01, eta: 1 day, 8:13:08, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.1708, loss: 3.1708 2020-07-02 03:18:57,429 - mmaction - INFO - Epoch [30][380/627] lr: 5.068e-01, eta: 1 day, 8:12:50, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.4774, loss: 3.4774 2020-07-02 03:19:13,590 - mmaction - INFO - Epoch [30][400/627] lr: 5.074e-01, eta: 1 day, 8:12:33, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.4781, loss_cls: 3.5182, loss: 3.5182 2020-07-02 03:19:29,775 - mmaction - INFO - Epoch [30][420/627] lr: 5.079e-01, eta: 1 day, 8:12:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3141, loss: 3.3141 2020-07-02 03:19:45,988 - mmaction - INFO - Epoch [30][440/627] lr: 5.084e-01, eta: 1 day, 8:11:58, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2399, loss: 3.2399 2020-07-02 03:20:02,158 - mmaction - INFO - Epoch [30][460/627] lr: 5.090e-01, eta: 1 day, 8:11:40, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.4613, loss: 3.4613 2020-07-02 03:20:18,398 - mmaction - INFO - Epoch [30][480/627] lr: 5.095e-01, eta: 1 day, 8:11:23, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2949, loss: 3.2949 2020-07-02 03:20:34,585 - mmaction - INFO - Epoch [30][500/627] lr: 5.101e-01, eta: 1 day, 8:11:05, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3169, loss: 3.3169 2020-07-02 03:20:50,791 - mmaction - INFO - Epoch [30][520/627] lr: 5.106e-01, eta: 1 day, 8:10:48, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1483, loss: 3.1483 2020-07-02 03:21:06,924 - mmaction - INFO - Epoch [30][540/627] lr: 5.111e-01, eta: 1 day, 8:10:30, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.5477, loss: 3.5477 2020-07-02 03:21:23,088 - mmaction - INFO - Epoch [30][560/627] lr: 5.117e-01, eta: 1 day, 8:10:12, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5563, loss_cls: 3.2193, loss: 3.2193 2020-07-02 03:21:39,192 - mmaction - INFO - Epoch [30][580/627] lr: 5.122e-01, eta: 1 day, 8:09:54, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5719, loss_cls: 3.1822, loss: 3.1822 2020-07-02 03:21:55,360 - mmaction - INFO - Epoch [30][600/627] lr: 5.128e-01, eta: 1 day, 8:09:37, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3579, loss: 3.3579 2020-07-02 03:22:11,432 - mmaction - INFO - Epoch [30][620/627] lr: 5.133e-01, eta: 1 day, 8:09:19, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1830, loss: 3.1830 2020-07-02 03:22:39,134 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 03:22:40,007 - mmaction - INFO - top1_acc 0.2931 top5_acc 0.5597 2020-07-02 03:22:40,008 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 03:22:40,069 - mmaction - INFO - mean_acc 0.2929 2020-07-02 03:22:40,079 - mmaction - INFO - Epoch [30][627/627] lr: 5.135e-01, top1_acc: 0.2931, top5_acc: 0.5597, mean_class_accuracy: 0.2929 2020-07-02 03:23:01,060 - mmaction - INFO - Epoch [31][20/627] lr: 5.129e-01, eta: 1 day, 8:08:48, time: 1.046, data_time: 0.235, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0766, loss: 3.0766 2020-07-02 03:23:17,232 - mmaction - INFO - Epoch [31][40/627] lr: 5.134e-01, eta: 1 day, 8:08:31, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2352, loss: 3.2352 2020-07-02 03:23:33,440 - mmaction - INFO - Epoch [31][60/627] lr: 5.139e-01, eta: 1 day, 8:08:13, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.3987, loss: 3.3987 2020-07-02 03:23:49,636 - mmaction - INFO - Epoch [31][80/627] lr: 5.145e-01, eta: 1 day, 8:07:56, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5875, loss_cls: 3.2205, loss: 3.2205 2020-07-02 03:24:05,878 - mmaction - INFO - Epoch [31][100/627] lr: 5.150e-01, eta: 1 day, 8:07:39, time: 0.812, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5250, loss_cls: 3.3025, loss: 3.3025 2020-07-02 03:24:21,978 - mmaction - INFO - Epoch [31][120/627] lr: 5.156e-01, eta: 1 day, 8:07:21, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1403, loss: 3.1403 2020-07-02 03:24:38,194 - mmaction - INFO - Epoch [31][140/627] lr: 5.161e-01, eta: 1 day, 8:07:04, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2115, loss: 3.2115 2020-07-02 03:24:54,397 - mmaction - INFO - Epoch [31][160/627] lr: 5.166e-01, eta: 1 day, 8:06:46, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3780, loss: 3.3780 2020-07-02 03:25:10,666 - mmaction - INFO - Epoch [31][180/627] lr: 5.172e-01, eta: 1 day, 8:06:30, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.2944, loss: 3.2944 2020-07-02 03:25:27,124 - mmaction - INFO - Epoch [31][200/627] lr: 5.177e-01, eta: 1 day, 8:06:14, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3336, loss: 3.3336 2020-07-02 03:25:43,246 - mmaction - INFO - Epoch [31][220/627] lr: 5.183e-01, eta: 1 day, 8:05:56, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1463, loss: 3.1463 2020-07-02 03:25:59,451 - mmaction - INFO - Epoch [31][240/627] lr: 5.188e-01, eta: 1 day, 8:05:39, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0933, loss: 3.0933 2020-07-02 03:26:15,640 - mmaction - INFO - Epoch [31][260/627] lr: 5.193e-01, eta: 1 day, 8:05:21, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.2906, loss: 3.2906 2020-07-02 03:26:31,732 - mmaction - INFO - Epoch [31][280/627] lr: 5.199e-01, eta: 1 day, 8:05:03, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2791, loss: 3.2791 2020-07-02 03:26:47,882 - mmaction - INFO - Epoch [31][300/627] lr: 5.204e-01, eta: 1 day, 8:04:46, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.1557, loss: 3.1557 2020-07-02 03:27:04,140 - mmaction - INFO - Epoch [31][320/627] lr: 5.209e-01, eta: 1 day, 8:04:29, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2538, loss: 3.2538 2020-07-02 03:27:20,396 - mmaction - INFO - Epoch [31][340/627] lr: 5.215e-01, eta: 1 day, 8:04:12, time: 0.814, data_time: 0.012, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 3.1702, loss: 3.1702 2020-07-02 03:27:36,612 - mmaction - INFO - Epoch [31][360/627] lr: 5.220e-01, eta: 1 day, 8:03:54, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.2927, loss: 3.2927 2020-07-02 03:27:52,773 - mmaction - INFO - Epoch [31][380/627] lr: 5.226e-01, eta: 1 day, 8:03:37, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5781, loss_cls: 3.2130, loss: 3.2130 2020-07-02 03:28:08,884 - mmaction - INFO - Epoch [31][400/627] lr: 5.231e-01, eta: 1 day, 8:03:19, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5125, loss_cls: 3.3045, loss: 3.3045 2020-07-02 03:28:25,063 - mmaction - INFO - Epoch [31][420/627] lr: 5.236e-01, eta: 1 day, 8:03:01, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5219, loss_cls: 3.4826, loss: 3.4826 2020-07-02 03:28:41,204 - mmaction - INFO - Epoch [31][440/627] lr: 5.242e-01, eta: 1 day, 8:02:44, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 3.4989, loss: 3.4989 2020-07-02 03:28:57,415 - mmaction - INFO - Epoch [31][460/627] lr: 5.247e-01, eta: 1 day, 8:02:26, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.1955, loss: 3.1955 2020-07-02 03:29:13,567 - mmaction - INFO - Epoch [31][480/627] lr: 5.253e-01, eta: 1 day, 8:02:09, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2322, loss: 3.2322 2020-07-02 03:29:29,752 - mmaction - INFO - Epoch [31][500/627] lr: 5.258e-01, eta: 1 day, 8:01:52, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.1905, loss: 3.1905 2020-07-02 03:29:45,996 - mmaction - INFO - Epoch [31][520/627] lr: 5.263e-01, eta: 1 day, 8:01:34, time: 0.811, data_time: 0.000, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5781, loss_cls: 3.2680, loss: 3.2680 2020-07-02 03:30:02,245 - mmaction - INFO - Epoch [31][540/627] lr: 5.269e-01, eta: 1 day, 8:01:17, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.2893, loss: 3.2893 2020-07-02 03:30:18,424 - mmaction - INFO - Epoch [31][560/627] lr: 5.274e-01, eta: 1 day, 8:01:00, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1827, loss: 3.1827 2020-07-02 03:30:34,651 - mmaction - INFO - Epoch [31][580/627] lr: 5.279e-01, eta: 1 day, 8:00:43, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.0721, loss: 3.0721 2020-07-02 03:30:50,814 - mmaction - INFO - Epoch [31][600/627] lr: 5.285e-01, eta: 1 day, 8:00:25, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.1600, loss: 3.1600 2020-07-02 03:31:06,890 - mmaction - INFO - Epoch [31][620/627] lr: 5.290e-01, eta: 1 day, 8:00:07, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0905, loss: 3.0905 2020-07-02 03:31:34,812 - mmaction - INFO - Epoch [32][20/627] lr: 5.285e-01, eta: 1 day, 7:59:49, time: 1.131, data_time: 0.320, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3503, loss: 3.3503 2020-07-02 03:31:51,227 - mmaction - INFO - Epoch [32][40/627] lr: 5.291e-01, eta: 1 day, 7:59:34, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.3848, loss: 3.3848 2020-07-02 03:32:07,404 - mmaction - INFO - Epoch [32][60/627] lr: 5.296e-01, eta: 1 day, 7:59:16, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.1588, loss: 3.1588 2020-07-02 03:32:23,512 - mmaction - INFO - Epoch [32][80/627] lr: 5.301e-01, eta: 1 day, 7:58:58, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.3233, loss: 3.3233 2020-07-02 03:32:39,687 - mmaction - INFO - Epoch [32][100/627] lr: 5.307e-01, eta: 1 day, 7:58:41, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.4068, loss: 3.4068 2020-07-02 03:32:56,285 - mmaction - INFO - Epoch [32][120/627] lr: 5.312e-01, eta: 1 day, 7:58:26, time: 0.828, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.1815, loss: 3.1815 2020-07-02 03:33:12,472 - mmaction - INFO - Epoch [32][140/627] lr: 5.317e-01, eta: 1 day, 7:58:09, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.4470, loss: 3.4470 2020-07-02 03:33:28,636 - mmaction - INFO - Epoch [32][160/627] lr: 5.323e-01, eta: 1 day, 7:57:52, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2160, loss: 3.2160 2020-07-02 03:33:45,114 - mmaction - INFO - Epoch [32][180/627] lr: 5.328e-01, eta: 1 day, 7:57:36, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.3115, loss: 3.3115 2020-07-02 03:34:01,288 - mmaction - INFO - Epoch [32][200/627] lr: 5.334e-01, eta: 1 day, 7:57:19, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9254, loss: 2.9254 2020-07-02 03:34:17,482 - mmaction - INFO - Epoch [32][220/627] lr: 5.339e-01, eta: 1 day, 7:57:01, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5906, loss_cls: 3.1721, loss: 3.1721 2020-07-02 03:34:33,601 - mmaction - INFO - Epoch [32][240/627] lr: 5.344e-01, eta: 1 day, 7:56:44, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.4401, loss: 3.4401 2020-07-02 03:34:49,885 - mmaction - INFO - Epoch [32][260/627] lr: 5.350e-01, eta: 1 day, 7:56:27, time: 0.814, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3086, loss: 3.3086 2020-07-02 03:35:06,111 - mmaction - INFO - Epoch [32][280/627] lr: 5.355e-01, eta: 1 day, 7:56:10, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1641, loss: 3.1641 2020-07-02 03:35:22,318 - mmaction - INFO - Epoch [32][300/627] lr: 5.360e-01, eta: 1 day, 7:55:53, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2591, loss: 3.2591 2020-07-02 03:35:38,506 - mmaction - INFO - Epoch [32][320/627] lr: 5.366e-01, eta: 1 day, 7:55:35, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3894, loss: 3.3894 2020-07-02 03:35:54,692 - mmaction - INFO - Epoch [32][340/627] lr: 5.371e-01, eta: 1 day, 7:55:18, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2155, loss: 3.2155 2020-07-02 03:36:10,849 - mmaction - INFO - Epoch [32][360/627] lr: 5.377e-01, eta: 1 day, 7:55:00, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.3562, loss: 3.3562 2020-07-02 03:36:27,041 - mmaction - INFO - Epoch [32][380/627] lr: 5.382e-01, eta: 1 day, 7:54:43, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3290, loss: 3.3290 2020-07-02 03:36:43,280 - mmaction - INFO - Epoch [32][400/627] lr: 5.387e-01, eta: 1 day, 7:54:26, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.3789, loss: 3.3789 2020-07-02 03:36:59,790 - mmaction - INFO - Epoch [32][420/627] lr: 5.393e-01, eta: 1 day, 7:54:11, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1165, loss: 3.1165 2020-07-02 03:37:16,022 - mmaction - INFO - Epoch [32][440/627] lr: 5.398e-01, eta: 1 day, 7:53:54, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4368, loss: 3.4368 2020-07-02 03:37:32,257 - mmaction - INFO - Epoch [32][460/627] lr: 5.403e-01, eta: 1 day, 7:53:37, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.2219, top5_acc: 0.5250, loss_cls: 3.4533, loss: 3.4533 2020-07-02 03:37:48,494 - mmaction - INFO - Epoch [32][480/627] lr: 5.409e-01, eta: 1 day, 7:53:20, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.1429, loss: 3.1429 2020-07-02 03:38:04,714 - mmaction - INFO - Epoch [32][500/627] lr: 5.414e-01, eta: 1 day, 7:53:03, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2625, top5_acc: 0.4844, loss_cls: 3.5549, loss: 3.5549 2020-07-02 03:38:20,883 - mmaction - INFO - Epoch [32][520/627] lr: 5.420e-01, eta: 1 day, 7:52:45, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.2631, loss: 3.2631 2020-07-02 03:38:37,076 - mmaction - INFO - Epoch [32][540/627] lr: 5.425e-01, eta: 1 day, 7:52:28, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.3116, loss: 3.3116 2020-07-02 03:38:53,164 - mmaction - INFO - Epoch [32][560/627] lr: 5.430e-01, eta: 1 day, 7:52:10, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5500, loss_cls: 3.2637, loss: 3.2637 2020-07-02 03:39:09,383 - mmaction - INFO - Epoch [32][580/627] lr: 5.436e-01, eta: 1 day, 7:51:53, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.3863, loss: 3.3863 2020-07-02 03:39:25,505 - mmaction - INFO - Epoch [32][600/627] lr: 5.441e-01, eta: 1 day, 7:51:35, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.4329, loss: 3.4329 2020-07-02 03:39:42,079 - mmaction - INFO - Epoch [32][620/627] lr: 5.446e-01, eta: 1 day, 7:51:21, time: 0.831, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3489, loss: 3.3489 2020-07-02 03:39:47,330 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-02 03:40:09,757 - mmaction - INFO - Epoch [33][20/627] lr: 5.441e-01, eta: 1 day, 7:50:55, time: 1.075, data_time: 0.243, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3131, loss: 3.3131 2020-07-02 03:40:25,977 - mmaction - INFO - Epoch [33][40/627] lr: 5.446e-01, eta: 1 day, 7:50:38, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.0727, loss: 3.0727 2020-07-02 03:40:42,169 - mmaction - INFO - Epoch [33][60/627] lr: 5.451e-01, eta: 1 day, 7:50:20, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.4875, loss_cls: 3.4498, loss: 3.4498 2020-07-02 03:40:58,373 - mmaction - INFO - Epoch [33][80/627] lr: 5.457e-01, eta: 1 day, 7:50:03, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4800, loss: 3.4800 2020-07-02 03:41:14,585 - mmaction - INFO - Epoch [33][100/627] lr: 5.462e-01, eta: 1 day, 7:49:46, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2521, loss: 3.2521 2020-07-02 03:41:30,695 - mmaction - INFO - Epoch [33][120/627] lr: 5.467e-01, eta: 1 day, 7:49:28, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.4259, loss: 3.4259 2020-07-02 03:41:46,930 - mmaction - INFO - Epoch [33][140/627] lr: 5.473e-01, eta: 1 day, 7:49:11, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2658, loss: 3.2658 2020-07-02 03:42:03,096 - mmaction - INFO - Epoch [33][160/627] lr: 5.478e-01, eta: 1 day, 7:48:54, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.5496, loss: 3.5496 2020-07-02 03:42:19,296 - mmaction - INFO - Epoch [33][180/627] lr: 5.484e-01, eta: 1 day, 7:48:36, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.4750, loss_cls: 3.4218, loss: 3.4218 2020-07-02 03:42:35,453 - mmaction - INFO - Epoch [33][200/627] lr: 5.489e-01, eta: 1 day, 7:48:19, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2183, loss: 3.2183 2020-07-02 03:42:51,546 - mmaction - INFO - Epoch [33][220/627] lr: 5.494e-01, eta: 1 day, 7:48:01, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5803, loss: 3.5803 2020-07-02 03:43:07,749 - mmaction - INFO - Epoch [33][240/627] lr: 5.500e-01, eta: 1 day, 7:47:44, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4072, loss: 3.4072 2020-07-02 03:43:23,917 - mmaction - INFO - Epoch [33][260/627] lr: 5.505e-01, eta: 1 day, 7:47:26, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.4316, loss: 3.4316 2020-07-02 03:43:40,109 - mmaction - INFO - Epoch [33][280/627] lr: 5.510e-01, eta: 1 day, 7:47:09, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2051, loss: 3.2051 2020-07-02 03:43:56,621 - mmaction - INFO - Epoch [33][300/627] lr: 5.516e-01, eta: 1 day, 7:46:54, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.1678, loss: 3.1678 2020-07-02 03:44:13,236 - mmaction - INFO - Epoch [33][320/627] lr: 5.521e-01, eta: 1 day, 7:46:39, time: 0.831, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2752, loss: 3.2752 2020-07-02 03:44:29,366 - mmaction - INFO - Epoch [33][340/627] lr: 5.526e-01, eta: 1 day, 7:46:22, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5625, loss_cls: 3.3076, loss: 3.3076 2020-07-02 03:44:45,514 - mmaction - INFO - Epoch [33][360/627] lr: 5.532e-01, eta: 1 day, 7:46:04, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.3672, loss: 3.3672 2020-07-02 03:45:01,673 - mmaction - INFO - Epoch [33][380/627] lr: 5.537e-01, eta: 1 day, 7:45:47, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.2970, loss: 3.2970 2020-07-02 03:45:17,839 - mmaction - INFO - Epoch [33][400/627] lr: 5.542e-01, eta: 1 day, 7:45:29, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3376, loss: 3.3376 2020-07-02 03:45:33,980 - mmaction - INFO - Epoch [33][420/627] lr: 5.548e-01, eta: 1 day, 7:45:12, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.3184, loss: 3.3184 2020-07-02 03:45:50,157 - mmaction - INFO - Epoch [33][440/627] lr: 5.553e-01, eta: 1 day, 7:44:54, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.2991, loss: 3.2991 2020-07-02 03:46:06,637 - mmaction - INFO - Epoch [33][460/627] lr: 5.559e-01, eta: 1 day, 7:44:39, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2640, loss: 3.2640 2020-07-02 03:46:22,772 - mmaction - INFO - Epoch [33][480/627] lr: 5.564e-01, eta: 1 day, 7:44:21, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1379, loss: 3.1379 2020-07-02 03:46:38,903 - mmaction - INFO - Epoch [33][500/627] lr: 5.569e-01, eta: 1 day, 7:44:04, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.4068, loss: 3.4068 2020-07-02 03:46:54,969 - mmaction - INFO - Epoch [33][520/627] lr: 5.575e-01, eta: 1 day, 7:43:46, time: 0.803, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2387, loss: 3.2387 2020-07-02 03:47:11,164 - mmaction - INFO - Epoch [33][540/627] lr: 5.580e-01, eta: 1 day, 7:43:29, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2848, loss: 3.2848 2020-07-02 03:47:27,357 - mmaction - INFO - Epoch [33][560/627] lr: 5.585e-01, eta: 1 day, 7:43:11, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.5495, loss: 3.5495 2020-07-02 03:47:43,533 - mmaction - INFO - Epoch [33][580/627] lr: 5.591e-01, eta: 1 day, 7:42:54, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2807, loss: 3.2807 2020-07-02 03:47:59,676 - mmaction - INFO - Epoch [33][600/627] lr: 5.596e-01, eta: 1 day, 7:42:36, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5125, loss_cls: 3.3889, loss: 3.3889 2020-07-02 03:48:15,759 - mmaction - INFO - Epoch [33][620/627] lr: 5.601e-01, eta: 1 day, 7:42:19, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0532, loss: 3.0532 2020-07-02 03:48:43,346 - mmaction - INFO - Epoch [34][20/627] lr: 5.595e-01, eta: 1 day, 7:41:59, time: 1.117, data_time: 0.303, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4530, loss: 3.4530 2020-07-02 03:48:59,624 - mmaction - INFO - Epoch [34][40/627] lr: 5.600e-01, eta: 1 day, 7:41:42, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1769, loss: 3.1769 2020-07-02 03:49:15,827 - mmaction - INFO - Epoch [34][60/627] lr: 5.605e-01, eta: 1 day, 7:41:25, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.2702, loss: 3.2702 2020-07-02 03:49:32,005 - mmaction - INFO - Epoch [34][80/627] lr: 5.611e-01, eta: 1 day, 7:41:07, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.3368, loss: 3.3368 2020-07-02 03:49:48,122 - mmaction - INFO - Epoch [34][100/627] lr: 5.616e-01, eta: 1 day, 7:40:50, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2006, loss: 3.2006 2020-07-02 03:50:04,635 - mmaction - INFO - Epoch [34][120/627] lr: 5.622e-01, eta: 1 day, 7:40:34, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3393, loss: 3.3393 2020-07-02 03:50:20,800 - mmaction - INFO - Epoch [34][140/627] lr: 5.627e-01, eta: 1 day, 7:40:17, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2776, loss: 3.2776 2020-07-02 03:50:37,024 - mmaction - INFO - Epoch [34][160/627] lr: 5.632e-01, eta: 1 day, 7:40:00, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.1967, loss: 3.1967 2020-07-02 03:50:53,240 - mmaction - INFO - Epoch [34][180/627] lr: 5.638e-01, eta: 1 day, 7:39:43, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2558, loss: 3.2558 2020-07-02 03:51:09,429 - mmaction - INFO - Epoch [34][200/627] lr: 5.643e-01, eta: 1 day, 7:39:26, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5281, loss_cls: 3.2441, loss: 3.2441 2020-07-02 03:51:25,731 - mmaction - INFO - Epoch [34][220/627] lr: 5.648e-01, eta: 1 day, 7:39:09, time: 0.814, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.4781, loss_cls: 3.4267, loss: 3.4267 2020-07-02 03:51:41,907 - mmaction - INFO - Epoch [34][240/627] lr: 5.654e-01, eta: 1 day, 7:38:52, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.3780, loss: 3.3780 2020-07-02 03:51:58,032 - mmaction - INFO - Epoch [34][260/627] lr: 5.659e-01, eta: 1 day, 7:38:34, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1971, loss: 3.1971 2020-07-02 03:52:14,150 - mmaction - INFO - Epoch [34][280/627] lr: 5.664e-01, eta: 1 day, 7:38:17, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2644, loss: 3.2644 2020-07-02 03:52:30,323 - mmaction - INFO - Epoch [34][300/627] lr: 5.670e-01, eta: 1 day, 7:37:59, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1280, loss: 3.1280 2020-07-02 03:52:46,549 - mmaction - INFO - Epoch [34][320/627] lr: 5.675e-01, eta: 1 day, 7:37:42, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.0179, loss: 3.0179 2020-07-02 03:53:02,705 - mmaction - INFO - Epoch [34][340/627] lr: 5.680e-01, eta: 1 day, 7:37:25, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3482, loss: 3.3482 2020-07-02 03:53:18,922 - mmaction - INFO - Epoch [34][360/627] lr: 5.686e-01, eta: 1 day, 7:37:08, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.6015, loss: 3.6015 2020-07-02 03:53:35,032 - mmaction - INFO - Epoch [34][380/627] lr: 5.691e-01, eta: 1 day, 7:36:50, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5813, loss_cls: 3.0871, loss: 3.0871 2020-07-02 03:53:51,217 - mmaction - INFO - Epoch [34][400/627] lr: 5.696e-01, eta: 1 day, 7:36:33, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2472, loss: 3.2472 2020-07-02 03:54:07,405 - mmaction - INFO - Epoch [34][420/627] lr: 5.702e-01, eta: 1 day, 7:36:16, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2378, loss: 3.2378 2020-07-02 03:54:23,636 - mmaction - INFO - Epoch [34][440/627] lr: 5.707e-01, eta: 1 day, 7:35:59, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5844, loss_cls: 3.1825, loss: 3.1825 2020-07-02 03:54:40,165 - mmaction - INFO - Epoch [34][460/627] lr: 5.712e-01, eta: 1 day, 7:35:44, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3565, loss: 3.3565 2020-07-02 03:54:56,351 - mmaction - INFO - Epoch [34][480/627] lr: 5.718e-01, eta: 1 day, 7:35:27, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3056, loss: 3.3056 2020-07-02 03:55:12,523 - mmaction - INFO - Epoch [34][500/627] lr: 5.723e-01, eta: 1 day, 7:35:09, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.4930, loss: 3.4930 2020-07-02 03:55:28,673 - mmaction - INFO - Epoch [34][520/627] lr: 5.728e-01, eta: 1 day, 7:34:52, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.3505, loss: 3.3505 2020-07-02 03:55:45,237 - mmaction - INFO - Epoch [34][540/627] lr: 5.734e-01, eta: 1 day, 7:34:37, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.2066, loss: 3.2066 2020-07-02 03:56:01,382 - mmaction - INFO - Epoch [34][560/627] lr: 5.739e-01, eta: 1 day, 7:34:19, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.4875, loss_cls: 3.5508, loss: 3.5508 2020-07-02 03:56:17,661 - mmaction - INFO - Epoch [34][580/627] lr: 5.745e-01, eta: 1 day, 7:34:03, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.2343, loss: 3.2343 2020-07-02 03:56:33,720 - mmaction - INFO - Epoch [34][600/627] lr: 5.750e-01, eta: 1 day, 7:33:45, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3426, loss: 3.3426 2020-07-02 03:56:49,892 - mmaction - INFO - Epoch [34][620/627] lr: 5.755e-01, eta: 1 day, 7:33:28, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.1489, loss: 3.1489 2020-07-02 03:57:17,698 - mmaction - INFO - Epoch [35][20/627] lr: 5.743e-01, eta: 1 day, 7:33:09, time: 1.125, data_time: 0.308, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4237, loss: 3.4237 2020-07-02 03:57:33,814 - mmaction - INFO - Epoch [35][40/627] lr: 5.743e-01, eta: 1 day, 7:32:51, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5281, loss_cls: 3.2302, loss: 3.2302 2020-07-02 03:57:49,925 - mmaction - INFO - Epoch [35][60/627] lr: 5.743e-01, eta: 1 day, 7:32:33, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3271, loss: 3.3271 2020-07-02 03:58:06,066 - mmaction - INFO - Epoch [35][80/627] lr: 5.743e-01, eta: 1 day, 7:32:16, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5188, loss_cls: 3.4420, loss: 3.4420 2020-07-02 03:58:22,229 - mmaction - INFO - Epoch [35][100/627] lr: 5.743e-01, eta: 1 day, 7:31:58, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5875, loss_cls: 3.2962, loss: 3.2962 2020-07-02 03:58:38,484 - mmaction - INFO - Epoch [35][120/627] lr: 5.743e-01, eta: 1 day, 7:31:42, time: 0.812, data_time: 0.009, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.3154, loss: 3.3154 2020-07-02 03:58:54,754 - mmaction - INFO - Epoch [35][140/627] lr: 5.743e-01, eta: 1 day, 7:31:25, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0320, loss: 3.0320 2020-07-02 03:59:10,882 - mmaction - INFO - Epoch [35][160/627] lr: 5.743e-01, eta: 1 day, 7:31:07, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.3104, loss: 3.3104 2020-07-02 03:59:27,096 - mmaction - INFO - Epoch [35][180/627] lr: 5.743e-01, eta: 1 day, 7:30:50, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.3689, loss: 3.3689 2020-07-02 03:59:43,304 - mmaction - INFO - Epoch [35][200/627] lr: 5.743e-01, eta: 1 day, 7:30:33, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3949, loss: 3.3949 2020-07-02 03:59:59,514 - mmaction - INFO - Epoch [35][220/627] lr: 5.743e-01, eta: 1 day, 7:30:16, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2219, top5_acc: 0.4750, loss_cls: 3.5510, loss: 3.5510 2020-07-02 04:00:23,153 - mmaction - INFO - Epoch [35][240/627] lr: 5.743e-01, eta: 1 day, 7:30:46, time: 1.177, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1525, loss: 3.1525 2020-07-02 04:00:39,503 - mmaction - INFO - Epoch [35][260/627] lr: 5.743e-01, eta: 1 day, 7:30:31, time: 0.822, data_time: 0.014, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.3043, loss: 3.3043 2020-07-02 04:00:55,643 - mmaction - INFO - Epoch [35][280/627] lr: 5.743e-01, eta: 1 day, 7:30:13, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.1197, loss: 3.1197 2020-07-02 04:01:11,869 - mmaction - INFO - Epoch [35][300/627] lr: 5.743e-01, eta: 1 day, 7:29:56, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.3041, loss: 3.3041 2020-07-02 04:01:28,028 - mmaction - INFO - Epoch [35][320/627] lr: 5.743e-01, eta: 1 day, 7:29:39, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2313, top5_acc: 0.4750, loss_cls: 3.5185, loss: 3.5185 2020-07-02 04:01:44,261 - mmaction - INFO - Epoch [35][340/627] lr: 5.743e-01, eta: 1 day, 7:29:22, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9823, loss: 2.9823 2020-07-02 04:02:00,367 - mmaction - INFO - Epoch [35][360/627] lr: 5.743e-01, eta: 1 day, 7:29:04, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.3182, loss: 3.3182 2020-07-02 04:02:16,546 - mmaction - INFO - Epoch [35][380/627] lr: 5.743e-01, eta: 1 day, 7:28:47, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.4035, loss: 3.4035 2020-07-02 04:02:32,682 - mmaction - INFO - Epoch [35][400/627] lr: 5.743e-01, eta: 1 day, 7:28:29, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.3289, loss: 3.3289 2020-07-02 04:02:48,844 - mmaction - INFO - Epoch [35][420/627] lr: 5.743e-01, eta: 1 day, 7:28:12, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.1830, loss: 3.1830 2020-07-02 04:03:05,015 - mmaction - INFO - Epoch [35][440/627] lr: 5.743e-01, eta: 1 day, 7:27:55, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.2261, loss: 3.2261 2020-07-02 04:03:21,525 - mmaction - INFO - Epoch [35][460/627] lr: 5.743e-01, eta: 1 day, 7:27:39, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3117, loss: 3.3117 2020-07-02 04:03:38,019 - mmaction - INFO - Epoch [35][480/627] lr: 5.743e-01, eta: 1 day, 7:27:24, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2311, loss: 3.2311 2020-07-02 04:03:54,197 - mmaction - INFO - Epoch [35][500/627] lr: 5.743e-01, eta: 1 day, 7:27:07, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.2195, loss: 3.2195 2020-07-02 04:04:10,298 - mmaction - INFO - Epoch [35][520/627] lr: 5.743e-01, eta: 1 day, 7:26:49, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2254, loss: 3.2254 2020-07-02 04:04:26,449 - mmaction - INFO - Epoch [35][540/627] lr: 5.743e-01, eta: 1 day, 7:26:32, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5563, loss_cls: 3.3663, loss: 3.3663 2020-07-02 04:04:42,639 - mmaction - INFO - Epoch [35][560/627] lr: 5.743e-01, eta: 1 day, 7:26:14, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.3822, loss: 3.3822 2020-07-02 04:04:59,234 - mmaction - INFO - Epoch [35][580/627] lr: 5.743e-01, eta: 1 day, 7:26:00, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.3973, loss: 3.3973 2020-07-02 04:05:15,407 - mmaction - INFO - Epoch [35][600/627] lr: 5.743e-01, eta: 1 day, 7:25:43, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2586, loss: 3.2586 2020-07-02 04:05:31,502 - mmaction - INFO - Epoch [35][620/627] lr: 5.743e-01, eta: 1 day, 7:25:25, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.3809, loss: 3.3809 2020-07-02 04:06:01,896 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 04:06:02,770 - mmaction - INFO - top1_acc 0.2878 top5_acc 0.5497 2020-07-02 04:06:02,771 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 04:06:02,842 - mmaction - INFO - mean_acc 0.2877 2020-07-02 04:06:02,852 - mmaction - INFO - Epoch [35][627/627] lr: 5.743e-01, top1_acc: 0.2878, top5_acc: 0.5497, mean_class_accuracy: 0.2877 2020-07-02 04:06:23,575 - mmaction - INFO - Epoch [36][20/627] lr: 5.728e-01, eta: 1 day, 7:24:54, time: 1.034, data_time: 0.230, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2982, loss: 3.2982 2020-07-02 04:06:39,747 - mmaction - INFO - Epoch [36][40/627] lr: 5.728e-01, eta: 1 day, 7:24:37, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.2290, loss: 3.2290 2020-07-02 04:06:55,969 - mmaction - INFO - Epoch [36][60/627] lr: 5.728e-01, eta: 1 day, 7:24:20, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.1996, loss: 3.1996 2020-07-02 04:07:12,165 - mmaction - INFO - Epoch [36][80/627] lr: 5.728e-01, eta: 1 day, 7:24:03, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2886, loss: 3.2886 2020-07-02 04:07:28,335 - mmaction - INFO - Epoch [36][100/627] lr: 5.728e-01, eta: 1 day, 7:23:46, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3337, loss: 3.3337 2020-07-02 04:07:44,604 - mmaction - INFO - Epoch [36][120/627] lr: 5.728e-01, eta: 1 day, 7:23:29, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.4366, loss: 3.4366 2020-07-02 04:08:00,781 - mmaction - INFO - Epoch [36][140/627] lr: 5.728e-01, eta: 1 day, 7:23:12, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2864, loss: 3.2864 2020-07-02 04:08:17,002 - mmaction - INFO - Epoch [36][160/627] lr: 5.728e-01, eta: 1 day, 7:22:55, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.2790, loss: 3.2790 2020-07-02 04:08:33,142 - mmaction - INFO - Epoch [36][180/627] lr: 5.728e-01, eta: 1 day, 7:22:37, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.2399, loss: 3.2399 2020-07-02 04:08:49,380 - mmaction - INFO - Epoch [36][200/627] lr: 5.728e-01, eta: 1 day, 7:22:20, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.1183, loss: 3.1183 2020-07-02 04:09:05,559 - mmaction - INFO - Epoch [36][220/627] lr: 5.728e-01, eta: 1 day, 7:22:03, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1564, loss: 3.1564 2020-07-02 04:09:21,687 - mmaction - INFO - Epoch [36][240/627] lr: 5.728e-01, eta: 1 day, 7:21:46, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.1642, loss: 3.1642 2020-07-02 04:09:37,885 - mmaction - INFO - Epoch [36][260/627] lr: 5.728e-01, eta: 1 day, 7:21:29, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5000, loss_cls: 3.4566, loss: 3.4566 2020-07-02 04:09:54,088 - mmaction - INFO - Epoch [36][280/627] lr: 5.728e-01, eta: 1 day, 7:21:11, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5531, loss_cls: 3.4123, loss: 3.4123 2020-07-02 04:10:10,227 - mmaction - INFO - Epoch [36][300/627] lr: 5.728e-01, eta: 1 day, 7:20:54, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2766, loss: 3.2766 2020-07-02 04:10:26,805 - mmaction - INFO - Epoch [36][320/627] lr: 5.728e-01, eta: 1 day, 7:20:39, time: 0.828, data_time: 0.005, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.1023, loss: 3.1023 2020-07-02 04:10:43,022 - mmaction - INFO - Epoch [36][340/627] lr: 5.728e-01, eta: 1 day, 7:20:22, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5719, loss_cls: 3.2857, loss: 3.2857 2020-07-02 04:10:59,245 - mmaction - INFO - Epoch [36][360/627] lr: 5.728e-01, eta: 1 day, 7:20:05, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2535, loss: 3.2535 2020-07-02 04:11:15,387 - mmaction - INFO - Epoch [36][380/627] lr: 5.728e-01, eta: 1 day, 7:19:48, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2112, loss: 3.2112 2020-07-02 04:11:31,579 - mmaction - INFO - Epoch [36][400/627] lr: 5.728e-01, eta: 1 day, 7:19:31, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0715, loss: 3.0715 2020-07-02 04:11:47,722 - mmaction - INFO - Epoch [36][420/627] lr: 5.728e-01, eta: 1 day, 7:19:13, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2139, loss: 3.2139 2020-07-02 04:12:03,906 - mmaction - INFO - Epoch [36][440/627] lr: 5.728e-01, eta: 1 day, 7:18:56, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2148, loss: 3.2148 2020-07-02 04:12:20,050 - mmaction - INFO - Epoch [36][460/627] lr: 5.728e-01, eta: 1 day, 7:18:39, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.3593, loss: 3.3593 2020-07-02 04:12:36,253 - mmaction - INFO - Epoch [36][480/627] lr: 5.728e-01, eta: 1 day, 7:18:21, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5281, loss_cls: 3.3329, loss: 3.3329 2020-07-02 04:12:52,521 - mmaction - INFO - Epoch [36][500/627] lr: 5.728e-01, eta: 1 day, 7:18:05, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.1759, loss: 3.1759 2020-07-02 04:13:08,674 - mmaction - INFO - Epoch [36][520/627] lr: 5.728e-01, eta: 1 day, 7:17:47, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.2613, loss: 3.2613 2020-07-02 04:13:24,877 - mmaction - INFO - Epoch [36][540/627] lr: 5.728e-01, eta: 1 day, 7:17:30, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4034, loss: 3.4034 2020-07-02 04:13:41,070 - mmaction - INFO - Epoch [36][560/627] lr: 5.728e-01, eta: 1 day, 7:17:13, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.3556, loss: 3.3556 2020-07-02 04:13:57,197 - mmaction - INFO - Epoch [36][580/627] lr: 5.728e-01, eta: 1 day, 7:16:56, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1887, loss: 3.1887 2020-07-02 04:14:13,372 - mmaction - INFO - Epoch [36][600/627] lr: 5.728e-01, eta: 1 day, 7:16:39, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2557, loss: 3.2557 2020-07-02 04:14:29,422 - mmaction - INFO - Epoch [36][620/627] lr: 5.728e-01, eta: 1 day, 7:16:21, time: 0.803, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2693, loss: 3.2693 2020-07-02 04:14:34,715 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-02 04:14:57,037 - mmaction - INFO - Epoch [37][20/627] lr: 5.712e-01, eta: 1 day, 7:15:52, time: 1.048, data_time: 0.225, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6156, loss_cls: 3.0075, loss: 3.0075 2020-07-02 04:15:13,507 - mmaction - INFO - Epoch [37][40/627] lr: 5.712e-01, eta: 1 day, 7:15:37, time: 0.823, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.2786, loss: 3.2786 2020-07-02 04:15:30,062 - mmaction - INFO - Epoch [37][60/627] lr: 5.712e-01, eta: 1 day, 7:15:21, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.2676, loss: 3.2676 2020-07-02 04:15:46,191 - mmaction - INFO - Epoch [37][80/627] lr: 5.712e-01, eta: 1 day, 7:15:04, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.3482, loss: 3.3482 2020-07-02 04:16:02,525 - mmaction - INFO - Epoch [37][100/627] lr: 5.712e-01, eta: 1 day, 7:14:48, time: 0.818, data_time: 0.013, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2457, loss: 3.2457 2020-07-02 04:16:18,632 - mmaction - INFO - Epoch [37][120/627] lr: 5.712e-01, eta: 1 day, 7:14:30, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3745, loss: 3.3745 2020-07-02 04:16:34,853 - mmaction - INFO - Epoch [37][140/627] lr: 5.712e-01, eta: 1 day, 7:14:13, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3395, loss: 3.3395 2020-07-02 04:16:51,040 - mmaction - INFO - Epoch [37][160/627] lr: 5.712e-01, eta: 1 day, 7:13:56, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1630, loss: 3.1630 2020-07-02 04:17:07,163 - mmaction - INFO - Epoch [37][180/627] lr: 5.712e-01, eta: 1 day, 7:13:39, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.3749, loss: 3.3749 2020-07-02 04:17:23,383 - mmaction - INFO - Epoch [37][200/627] lr: 5.712e-01, eta: 1 day, 7:13:22, time: 0.809, data_time: 0.000, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1926, loss: 3.1926 2020-07-02 04:17:39,552 - mmaction - INFO - Epoch [37][220/627] lr: 5.712e-01, eta: 1 day, 7:13:05, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 3.0943, loss: 3.0943 2020-07-02 04:17:55,725 - mmaction - INFO - Epoch [37][240/627] lr: 5.712e-01, eta: 1 day, 7:12:47, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.3909, loss: 3.3909 2020-07-02 04:18:11,975 - mmaction - INFO - Epoch [37][260/627] lr: 5.712e-01, eta: 1 day, 7:12:31, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1580, loss: 3.1580 2020-07-02 04:18:28,097 - mmaction - INFO - Epoch [37][280/627] lr: 5.712e-01, eta: 1 day, 7:12:13, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5437, loss_cls: 3.2920, loss: 3.2920 2020-07-02 04:18:44,497 - mmaction - INFO - Epoch [37][300/627] lr: 5.712e-01, eta: 1 day, 7:11:57, time: 0.818, data_time: 0.014, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.2627, loss: 3.2627 2020-07-02 04:19:00,676 - mmaction - INFO - Epoch [37][320/627] lr: 5.712e-01, eta: 1 day, 7:11:40, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.3251, loss: 3.3251 2020-07-02 04:19:16,825 - mmaction - INFO - Epoch [37][340/627] lr: 5.712e-01, eta: 1 day, 7:11:23, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3252, loss: 3.3252 2020-07-02 04:19:32,954 - mmaction - INFO - Epoch [37][360/627] lr: 5.712e-01, eta: 1 day, 7:11:05, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2767, loss: 3.2767 2020-07-02 04:19:49,851 - mmaction - INFO - Epoch [37][380/627] lr: 5.712e-01, eta: 1 day, 7:10:52, time: 0.845, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5938, loss_cls: 3.1435, loss: 3.1435 2020-07-02 04:20:06,101 - mmaction - INFO - Epoch [37][400/627] lr: 5.712e-01, eta: 1 day, 7:10:36, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.3101, loss: 3.3101 2020-07-02 04:20:22,302 - mmaction - INFO - Epoch [37][420/627] lr: 5.712e-01, eta: 1 day, 7:10:19, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3099, loss: 3.3099 2020-07-02 04:20:38,500 - mmaction - INFO - Epoch [37][440/627] lr: 5.712e-01, eta: 1 day, 7:10:01, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1663, loss: 3.1663 2020-07-02 04:20:54,707 - mmaction - INFO - Epoch [37][460/627] lr: 5.712e-01, eta: 1 day, 7:09:44, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.1965, loss: 3.1965 2020-07-02 04:21:10,858 - mmaction - INFO - Epoch [37][480/627] lr: 5.712e-01, eta: 1 day, 7:09:27, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0487, loss: 3.0487 2020-07-02 04:21:27,057 - mmaction - INFO - Epoch [37][500/627] lr: 5.712e-01, eta: 1 day, 7:09:10, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.2816, loss: 3.2816 2020-07-02 04:21:43,258 - mmaction - INFO - Epoch [37][520/627] lr: 5.712e-01, eta: 1 day, 7:08:53, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5062, loss_cls: 3.3774, loss: 3.3774 2020-07-02 04:21:59,471 - mmaction - INFO - Epoch [37][540/627] lr: 5.712e-01, eta: 1 day, 7:08:36, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3820, loss: 3.3820 2020-07-02 04:22:15,657 - mmaction - INFO - Epoch [37][560/627] lr: 5.712e-01, eta: 1 day, 7:08:19, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.4707, loss: 3.4707 2020-07-02 04:22:31,791 - mmaction - INFO - Epoch [37][580/627] lr: 5.712e-01, eta: 1 day, 7:08:02, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.2855, loss: 3.2855 2020-07-02 04:22:48,010 - mmaction - INFO - Epoch [37][600/627] lr: 5.712e-01, eta: 1 day, 7:07:45, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3866, loss: 3.3866 2020-07-02 04:23:04,333 - mmaction - INFO - Epoch [37][620/627] lr: 5.712e-01, eta: 1 day, 7:07:28, time: 0.817, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.3959, loss: 3.3959 2020-07-02 04:23:32,255 - mmaction - INFO - Epoch [38][20/627] lr: 5.696e-01, eta: 1 day, 7:07:10, time: 1.133, data_time: 0.307, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.3842, loss: 3.3842 2020-07-02 04:23:48,401 - mmaction - INFO - Epoch [38][40/627] lr: 5.696e-01, eta: 1 day, 7:06:53, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.2706, loss: 3.2706 2020-07-02 04:24:04,622 - mmaction - INFO - Epoch [38][60/627] lr: 5.696e-01, eta: 1 day, 7:06:36, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.3148, loss: 3.3148 2020-07-02 04:24:20,810 - mmaction - INFO - Epoch [38][80/627] lr: 5.696e-01, eta: 1 day, 7:06:19, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.3760, loss: 3.3760 2020-07-02 04:24:37,010 - mmaction - INFO - Epoch [38][100/627] lr: 5.696e-01, eta: 1 day, 7:06:02, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5062, loss_cls: 3.2529, loss: 3.2529 2020-07-02 04:24:53,248 - mmaction - INFO - Epoch [38][120/627] lr: 5.696e-01, eta: 1 day, 7:05:45, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5844, loss_cls: 3.2346, loss: 3.2346 2020-07-02 04:25:09,478 - mmaction - INFO - Epoch [38][140/627] lr: 5.696e-01, eta: 1 day, 7:05:28, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3166, loss: 3.3166 2020-07-02 04:25:25,663 - mmaction - INFO - Epoch [38][160/627] lr: 5.696e-01, eta: 1 day, 7:05:11, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0635, loss: 3.0635 2020-07-02 04:25:41,889 - mmaction - INFO - Epoch [38][180/627] lr: 5.696e-01, eta: 1 day, 7:04:54, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3048, loss: 3.3048 2020-07-02 04:25:57,997 - mmaction - INFO - Epoch [38][200/627] lr: 5.696e-01, eta: 1 day, 7:04:37, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.1906, loss: 3.1906 2020-07-02 04:26:14,225 - mmaction - INFO - Epoch [38][220/627] lr: 5.696e-01, eta: 1 day, 7:04:20, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.3525, loss: 3.3525 2020-07-02 04:26:30,317 - mmaction - INFO - Epoch [38][240/627] lr: 5.696e-01, eta: 1 day, 7:04:02, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1922, loss: 3.1922 2020-07-02 04:26:46,827 - mmaction - INFO - Epoch [38][260/627] lr: 5.696e-01, eta: 1 day, 7:03:47, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0707, loss: 3.0707 2020-07-02 04:27:02,983 - mmaction - INFO - Epoch [38][280/627] lr: 5.696e-01, eta: 1 day, 7:03:30, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1754, loss: 3.1754 2020-07-02 04:27:19,201 - mmaction - INFO - Epoch [38][300/627] lr: 5.696e-01, eta: 1 day, 7:03:13, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4010, loss: 3.4010 2020-07-02 04:27:35,399 - mmaction - INFO - Epoch [38][320/627] lr: 5.696e-01, eta: 1 day, 7:02:56, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2576, loss: 3.2576 2020-07-02 04:27:51,505 - mmaction - INFO - Epoch [38][340/627] lr: 5.696e-01, eta: 1 day, 7:02:38, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1522, loss: 3.1522 2020-07-02 04:28:07,696 - mmaction - INFO - Epoch [38][360/627] lr: 5.696e-01, eta: 1 day, 7:02:21, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3532, loss: 3.3532 2020-07-02 04:28:23,860 - mmaction - INFO - Epoch [38][380/627] lr: 5.696e-01, eta: 1 day, 7:02:04, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.0234, loss: 3.0234 2020-07-02 04:28:40,135 - mmaction - INFO - Epoch [38][400/627] lr: 5.696e-01, eta: 1 day, 7:01:47, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1698, loss: 3.1698 2020-07-02 04:28:56,421 - mmaction - INFO - Epoch [38][420/627] lr: 5.696e-01, eta: 1 day, 7:01:31, time: 0.813, data_time: 0.008, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1222, loss: 3.1222 2020-07-02 04:29:12,605 - mmaction - INFO - Epoch [38][440/627] lr: 5.696e-01, eta: 1 day, 7:01:14, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.1872, loss: 3.1872 2020-07-02 04:29:28,809 - mmaction - INFO - Epoch [38][460/627] lr: 5.696e-01, eta: 1 day, 7:00:57, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.2571, loss: 3.2571 2020-07-02 04:29:45,301 - mmaction - INFO - Epoch [38][480/627] lr: 5.696e-01, eta: 1 day, 7:00:41, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.2193, loss: 3.2193 2020-07-02 04:30:01,482 - mmaction - INFO - Epoch [38][500/627] lr: 5.696e-01, eta: 1 day, 7:00:24, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.2870, loss: 3.2870 2020-07-02 04:30:17,664 - mmaction - INFO - Epoch [38][520/627] lr: 5.696e-01, eta: 1 day, 7:00:07, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.1827, loss: 3.1827 2020-07-02 04:30:33,899 - mmaction - INFO - Epoch [38][540/627] lr: 5.696e-01, eta: 1 day, 6:59:50, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 3.0060, loss: 3.0060 2020-07-02 04:30:50,044 - mmaction - INFO - Epoch [38][560/627] lr: 5.696e-01, eta: 1 day, 6:59:33, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5406, loss_cls: 3.0994, loss: 3.0994 2020-07-02 04:31:06,143 - mmaction - INFO - Epoch [38][580/627] lr: 5.696e-01, eta: 1 day, 6:59:16, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.0861, loss: 3.0861 2020-07-02 04:31:22,674 - mmaction - INFO - Epoch [38][600/627] lr: 5.696e-01, eta: 1 day, 6:59:00, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5219, loss_cls: 3.3583, loss: 3.3583 2020-07-02 04:31:38,753 - mmaction - INFO - Epoch [38][620/627] lr: 5.696e-01, eta: 1 day, 6:58:43, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2583, loss: 3.2583 2020-07-02 04:32:06,419 - mmaction - INFO - Epoch [39][20/627] lr: 5.680e-01, eta: 1 day, 6:58:23, time: 1.122, data_time: 0.305, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.2642, loss: 3.2642 2020-07-02 04:32:22,516 - mmaction - INFO - Epoch [39][40/627] lr: 5.680e-01, eta: 1 day, 6:58:06, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5531, loss_cls: 3.3309, loss: 3.3309 2020-07-02 04:32:38,707 - mmaction - INFO - Epoch [39][60/627] lr: 5.680e-01, eta: 1 day, 6:57:49, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1568, loss: 3.1568 2020-07-02 04:32:54,886 - mmaction - INFO - Epoch [39][80/627] lr: 5.680e-01, eta: 1 day, 6:57:31, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.2759, loss: 3.2759 2020-07-02 04:33:11,546 - mmaction - INFO - Epoch [39][100/627] lr: 5.680e-01, eta: 1 day, 6:57:17, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2141, loss: 3.2141 2020-07-02 04:33:28,223 - mmaction - INFO - Epoch [39][120/627] lr: 5.680e-01, eta: 1 day, 6:57:03, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5188, loss_cls: 3.2615, loss: 3.2615 2020-07-02 04:33:44,786 - mmaction - INFO - Epoch [39][140/627] lr: 5.680e-01, eta: 1 day, 6:56:48, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3415, loss: 3.3415 2020-07-02 04:34:01,005 - mmaction - INFO - Epoch [39][160/627] lr: 5.680e-01, eta: 1 day, 6:56:31, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0584, loss: 3.0584 2020-07-02 04:34:17,179 - mmaction - INFO - Epoch [39][180/627] lr: 5.680e-01, eta: 1 day, 6:56:14, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.3976, loss: 3.3976 2020-07-02 04:34:33,765 - mmaction - INFO - Epoch [39][200/627] lr: 5.680e-01, eta: 1 day, 6:55:59, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2987, loss: 3.2987 2020-07-02 04:34:50,597 - mmaction - INFO - Epoch [39][220/627] lr: 5.680e-01, eta: 1 day, 6:55:46, time: 0.840, data_time: 0.001, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4969, loss_cls: 3.4652, loss: 3.4652 2020-07-02 04:35:07,120 - mmaction - INFO - Epoch [39][240/627] lr: 5.680e-01, eta: 1 day, 6:55:31, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.2845, loss: 3.2845 2020-07-02 04:35:23,267 - mmaction - INFO - Epoch [39][260/627] lr: 5.680e-01, eta: 1 day, 6:55:13, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2642, loss: 3.2642 2020-07-02 04:35:39,524 - mmaction - INFO - Epoch [39][280/627] lr: 5.680e-01, eta: 1 day, 6:54:57, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9669, loss: 2.9669 2020-07-02 04:35:55,715 - mmaction - INFO - Epoch [39][300/627] lr: 5.680e-01, eta: 1 day, 6:54:39, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.2949, loss: 3.2949 2020-07-02 04:36:11,864 - mmaction - INFO - Epoch [39][320/627] lr: 5.680e-01, eta: 1 day, 6:54:22, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2530, loss: 3.2530 2020-07-02 04:36:27,975 - mmaction - INFO - Epoch [39][340/627] lr: 5.680e-01, eta: 1 day, 6:54:05, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3413, loss: 3.3413 2020-07-02 04:36:44,468 - mmaction - INFO - Epoch [39][360/627] lr: 5.680e-01, eta: 1 day, 6:53:49, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0775, loss: 3.0775 2020-07-02 04:37:00,597 - mmaction - INFO - Epoch [39][380/627] lr: 5.680e-01, eta: 1 day, 6:53:32, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1176, loss: 3.1176 2020-07-02 04:37:16,760 - mmaction - INFO - Epoch [39][400/627] lr: 5.680e-01, eta: 1 day, 6:53:15, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5281, loss_cls: 3.2753, loss: 3.2753 2020-07-02 04:37:32,880 - mmaction - INFO - Epoch [39][420/627] lr: 5.680e-01, eta: 1 day, 6:52:57, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.1813, loss: 3.1813 2020-07-02 04:37:48,958 - mmaction - INFO - Epoch [39][440/627] lr: 5.680e-01, eta: 1 day, 6:52:40, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2369, loss: 3.2369 2020-07-02 04:38:05,523 - mmaction - INFO - Epoch [39][460/627] lr: 5.680e-01, eta: 1 day, 6:52:25, time: 0.828, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.2836, loss: 3.2836 2020-07-02 04:38:21,663 - mmaction - INFO - Epoch [39][480/627] lr: 5.680e-01, eta: 1 day, 6:52:07, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.1443, loss: 3.1443 2020-07-02 04:38:37,847 - mmaction - INFO - Epoch [39][500/627] lr: 5.680e-01, eta: 1 day, 6:51:50, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.3166, loss: 3.3166 2020-07-02 04:38:54,017 - mmaction - INFO - Epoch [39][520/627] lr: 5.680e-01, eta: 1 day, 6:51:33, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2956, loss: 3.2956 2020-07-02 04:39:10,225 - mmaction - INFO - Epoch [39][540/627] lr: 5.680e-01, eta: 1 day, 6:51:16, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2823, loss: 3.2823 2020-07-02 04:39:27,189 - mmaction - INFO - Epoch [39][560/627] lr: 5.680e-01, eta: 1 day, 6:51:03, time: 0.846, data_time: 0.004, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3689, loss: 3.3689 2020-07-02 04:39:43,323 - mmaction - INFO - Epoch [39][580/627] lr: 5.680e-01, eta: 1 day, 6:50:46, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6031, loss_cls: 3.0855, loss: 3.0855 2020-07-02 04:39:59,808 - mmaction - INFO - Epoch [39][600/627] lr: 5.680e-01, eta: 1 day, 6:50:31, time: 0.824, data_time: 0.001, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.4357, loss: 3.4357 2020-07-02 04:40:15,905 - mmaction - INFO - Epoch [39][620/627] lr: 5.680e-01, eta: 1 day, 6:50:13, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.3188, loss: 3.3188 2020-07-02 04:40:43,538 - mmaction - INFO - Epoch [40][20/627] lr: 5.663e-01, eta: 1 day, 6:49:53, time: 1.114, data_time: 0.290, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2481, loss: 3.2481 2020-07-02 04:40:59,717 - mmaction - INFO - Epoch [40][40/627] lr: 5.663e-01, eta: 1 day, 6:49:36, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0344, loss: 3.0344 2020-07-02 04:41:15,874 - mmaction - INFO - Epoch [40][60/627] lr: 5.663e-01, eta: 1 day, 6:49:19, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2057, loss: 3.2057 2020-07-02 04:41:32,055 - mmaction - INFO - Epoch [40][80/627] lr: 5.663e-01, eta: 1 day, 6:49:02, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.5810, loss: 3.5810 2020-07-02 04:41:48,593 - mmaction - INFO - Epoch [40][100/627] lr: 5.663e-01, eta: 1 day, 6:48:47, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.0641, loss: 3.0641 2020-07-02 04:42:04,733 - mmaction - INFO - Epoch [40][120/627] lr: 5.663e-01, eta: 1 day, 6:48:29, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3926, loss: 3.3926 2020-07-02 04:42:20,987 - mmaction - INFO - Epoch [40][140/627] lr: 5.663e-01, eta: 1 day, 6:48:12, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5469, loss_cls: 3.2460, loss: 3.2460 2020-07-02 04:42:37,155 - mmaction - INFO - Epoch [40][160/627] lr: 5.663e-01, eta: 1 day, 6:47:55, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4801, loss: 3.4801 2020-07-02 04:42:53,701 - mmaction - INFO - Epoch [40][180/627] lr: 5.663e-01, eta: 1 day, 6:47:40, time: 0.828, data_time: 0.004, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2800, loss: 3.2800 2020-07-02 04:43:09,907 - mmaction - INFO - Epoch [40][200/627] lr: 5.663e-01, eta: 1 day, 6:47:23, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1325, loss: 3.1325 2020-07-02 04:43:26,118 - mmaction - INFO - Epoch [40][220/627] lr: 5.663e-01, eta: 1 day, 6:47:07, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2894, loss: 3.2894 2020-07-02 04:43:42,338 - mmaction - INFO - Epoch [40][240/627] lr: 5.663e-01, eta: 1 day, 6:46:50, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.5701, loss: 3.5701 2020-07-02 04:43:58,424 - mmaction - INFO - Epoch [40][260/627] lr: 5.663e-01, eta: 1 day, 6:46:32, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2020, loss: 3.2020 2020-07-02 04:44:15,035 - mmaction - INFO - Epoch [40][280/627] lr: 5.663e-01, eta: 1 day, 6:46:17, time: 0.833, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0516, loss: 3.0516 2020-07-02 04:44:31,135 - mmaction - INFO - Epoch [40][300/627] lr: 5.663e-01, eta: 1 day, 6:46:00, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.4035, loss: 3.4035 2020-07-02 04:44:47,300 - mmaction - INFO - Epoch [40][320/627] lr: 5.663e-01, eta: 1 day, 6:45:43, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5312, loss_cls: 3.2704, loss: 3.2704 2020-07-02 04:45:03,476 - mmaction - INFO - Epoch [40][340/627] lr: 5.663e-01, eta: 1 day, 6:45:25, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0452, loss: 3.0452 2020-07-02 04:45:19,592 - mmaction - INFO - Epoch [40][360/627] lr: 5.663e-01, eta: 1 day, 6:45:08, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2374, loss: 3.2374 2020-07-02 04:45:35,803 - mmaction - INFO - Epoch [40][380/627] lr: 5.663e-01, eta: 1 day, 6:44:51, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 3.0927, loss: 3.0927 2020-07-02 04:45:51,934 - mmaction - INFO - Epoch [40][400/627] lr: 5.663e-01, eta: 1 day, 6:44:34, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5125, loss_cls: 3.2992, loss: 3.2992 2020-07-02 04:46:08,472 - mmaction - INFO - Epoch [40][420/627] lr: 5.663e-01, eta: 1 day, 6:44:19, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.0736, loss: 3.0736 2020-07-02 04:46:24,634 - mmaction - INFO - Epoch [40][440/627] lr: 5.663e-01, eta: 1 day, 6:44:02, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.2109, loss: 3.2109 2020-07-02 04:46:40,783 - mmaction - INFO - Epoch [40][460/627] lr: 5.663e-01, eta: 1 day, 6:43:44, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.2146, loss: 3.2146 2020-07-02 04:46:57,077 - mmaction - INFO - Epoch [40][480/627] lr: 5.663e-01, eta: 1 day, 6:43:28, time: 0.814, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0629, loss: 3.0629 2020-07-02 04:47:13,262 - mmaction - INFO - Epoch [40][500/627] lr: 5.663e-01, eta: 1 day, 6:43:11, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1439, loss: 3.1439 2020-07-02 04:47:29,411 - mmaction - INFO - Epoch [40][520/627] lr: 5.663e-01, eta: 1 day, 6:42:54, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.2022, loss: 3.2022 2020-07-02 04:47:45,532 - mmaction - INFO - Epoch [40][540/627] lr: 5.663e-01, eta: 1 day, 6:42:36, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2256, loss: 3.2256 2020-07-02 04:48:01,668 - mmaction - INFO - Epoch [40][560/627] lr: 5.663e-01, eta: 1 day, 6:42:19, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.1344, loss: 3.1344 2020-07-02 04:48:17,823 - mmaction - INFO - Epoch [40][580/627] lr: 5.663e-01, eta: 1 day, 6:42:02, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5125, loss_cls: 3.3969, loss: 3.3969 2020-07-02 04:48:34,300 - mmaction - INFO - Epoch [40][600/627] lr: 5.663e-01, eta: 1 day, 6:41:46, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3223, loss: 3.3223 2020-07-02 04:48:50,379 - mmaction - INFO - Epoch [40][620/627] lr: 5.663e-01, eta: 1 day, 6:41:29, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.1968, loss: 3.1968 2020-07-02 04:48:55,606 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-02 04:49:18,001 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 04:49:18,874 - mmaction - INFO - top1_acc 0.3028 top5_acc 0.5706 2020-07-02 04:49:18,874 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 04:49:18,931 - mmaction - INFO - mean_acc 0.3026 2020-07-02 04:49:18,941 - mmaction - INFO - Epoch [40][627/627] lr: 5.663e-01, top1_acc: 0.3028, top5_acc: 0.5706, mean_class_accuracy: 0.3026 2020-07-02 04:49:39,733 - mmaction - INFO - Epoch [41][20/627] lr: 5.646e-01, eta: 1 day, 6:41:00, time: 1.037, data_time: 0.229, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2148, loss: 3.2148 2020-07-02 04:49:55,917 - mmaction - INFO - Epoch [41][40/627] lr: 5.646e-01, eta: 1 day, 6:40:43, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.2745, loss: 3.2745 2020-07-02 04:50:12,609 - mmaction - INFO - Epoch [41][60/627] lr: 5.646e-01, eta: 1 day, 6:40:29, time: 0.834, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2238, loss: 3.2238 2020-07-02 04:50:28,725 - mmaction - INFO - Epoch [41][80/627] lr: 5.646e-01, eta: 1 day, 6:40:11, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.2962, loss: 3.2962 2020-07-02 04:50:44,985 - mmaction - INFO - Epoch [41][100/627] lr: 5.646e-01, eta: 1 day, 6:39:55, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1871, loss: 3.1871 2020-07-02 04:51:01,120 - mmaction - INFO - Epoch [41][120/627] lr: 5.646e-01, eta: 1 day, 6:39:38, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0847, loss: 3.0847 2020-07-02 04:51:17,262 - mmaction - INFO - Epoch [41][140/627] lr: 5.646e-01, eta: 1 day, 6:39:20, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.3224, loss: 3.3224 2020-07-02 04:51:33,550 - mmaction - INFO - Epoch [41][160/627] lr: 5.646e-01, eta: 1 day, 6:39:04, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.2302, loss: 3.2302 2020-07-02 04:51:49,686 - mmaction - INFO - Epoch [41][180/627] lr: 5.646e-01, eta: 1 day, 6:38:47, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.3350, loss: 3.3350 2020-07-02 04:52:05,813 - mmaction - INFO - Epoch [41][200/627] lr: 5.646e-01, eta: 1 day, 6:38:29, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.4938, loss_cls: 3.4702, loss: 3.4702 2020-07-02 04:52:22,030 - mmaction - INFO - Epoch [41][220/627] lr: 5.646e-01, eta: 1 day, 6:38:12, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.0664, loss: 3.0664 2020-07-02 04:52:38,606 - mmaction - INFO - Epoch [41][240/627] lr: 5.646e-01, eta: 1 day, 6:37:57, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2895, loss: 3.2895 2020-07-02 04:52:54,784 - mmaction - INFO - Epoch [41][260/627] lr: 5.646e-01, eta: 1 day, 6:37:41, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.0783, loss: 3.0783 2020-07-02 04:53:10,966 - mmaction - INFO - Epoch [41][280/627] lr: 5.646e-01, eta: 1 day, 6:37:23, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1175, loss: 3.1175 2020-07-02 04:53:27,153 - mmaction - INFO - Epoch [41][300/627] lr: 5.646e-01, eta: 1 day, 6:37:06, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3310, loss: 3.3310 2020-07-02 04:53:43,317 - mmaction - INFO - Epoch [41][320/627] lr: 5.646e-01, eta: 1 day, 6:36:49, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5406, loss_cls: 3.3762, loss: 3.3762 2020-07-02 04:53:59,471 - mmaction - INFO - Epoch [41][340/627] lr: 5.646e-01, eta: 1 day, 6:36:32, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2805, loss: 3.2805 2020-07-02 04:54:15,673 - mmaction - INFO - Epoch [41][360/627] lr: 5.646e-01, eta: 1 day, 6:36:15, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.1867, loss: 3.1867 2020-07-02 04:54:32,200 - mmaction - INFO - Epoch [41][380/627] lr: 5.646e-01, eta: 1 day, 6:36:00, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.2404, loss: 3.2404 2020-07-02 04:54:48,416 - mmaction - INFO - Epoch [41][400/627] lr: 5.646e-01, eta: 1 day, 6:35:43, time: 0.809, data_time: 0.000, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.1977, loss: 3.1977 2020-07-02 04:55:04,691 - mmaction - INFO - Epoch [41][420/627] lr: 5.646e-01, eta: 1 day, 6:35:27, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5344, loss_cls: 3.3095, loss: 3.3095 2020-07-02 04:55:20,860 - mmaction - INFO - Epoch [41][440/627] lr: 5.646e-01, eta: 1 day, 6:35:10, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.1261, loss: 3.1261 2020-07-02 04:55:37,023 - mmaction - INFO - Epoch [41][460/627] lr: 5.646e-01, eta: 1 day, 6:34:52, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.4477, loss: 3.4477 2020-07-02 04:55:53,233 - mmaction - INFO - Epoch [41][480/627] lr: 5.646e-01, eta: 1 day, 6:34:36, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9968, loss: 2.9968 2020-07-02 04:56:10,091 - mmaction - INFO - Epoch [41][500/627] lr: 5.646e-01, eta: 1 day, 6:34:22, time: 0.842, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3506, loss: 3.3506 2020-07-02 04:56:26,226 - mmaction - INFO - Epoch [41][520/627] lr: 5.646e-01, eta: 1 day, 6:34:05, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0936, loss: 3.0936 2020-07-02 04:56:42,332 - mmaction - INFO - Epoch [41][540/627] lr: 5.646e-01, eta: 1 day, 6:33:48, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.1991, loss: 3.1991 2020-07-02 04:56:58,427 - mmaction - INFO - Epoch [41][560/627] lr: 5.646e-01, eta: 1 day, 6:33:30, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.2667, loss: 3.2667 2020-07-02 04:57:14,601 - mmaction - INFO - Epoch [41][580/627] lr: 5.646e-01, eta: 1 day, 6:33:13, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2458, loss: 3.2458 2020-07-02 04:57:30,708 - mmaction - INFO - Epoch [41][600/627] lr: 5.646e-01, eta: 1 day, 6:32:56, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.4735, loss: 3.4735 2020-07-02 04:57:46,796 - mmaction - INFO - Epoch [41][620/627] lr: 5.646e-01, eta: 1 day, 6:32:38, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.2351, loss: 3.2351 2020-07-02 04:58:14,476 - mmaction - INFO - Epoch [42][20/627] lr: 5.628e-01, eta: 1 day, 6:32:18, time: 1.120, data_time: 0.292, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.3953, loss: 3.3953 2020-07-02 04:58:30,957 - mmaction - INFO - Epoch [42][40/627] lr: 5.628e-01, eta: 1 day, 6:32:03, time: 0.824, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.1091, loss: 3.1091 2020-07-02 04:58:47,055 - mmaction - INFO - Epoch [42][60/627] lr: 5.628e-01, eta: 1 day, 6:31:45, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.2794, loss: 3.2794 2020-07-02 04:59:03,226 - mmaction - INFO - Epoch [42][80/627] lr: 5.628e-01, eta: 1 day, 6:31:28, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3513, loss: 3.3513 2020-07-02 04:59:19,399 - mmaction - INFO - Epoch [42][100/627] lr: 5.628e-01, eta: 1 day, 6:31:11, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.5450, loss: 3.5450 2020-07-02 04:59:35,881 - mmaction - INFO - Epoch [42][120/627] lr: 5.628e-01, eta: 1 day, 6:30:56, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.0978, loss: 3.0978 2020-07-02 04:59:52,381 - mmaction - INFO - Epoch [42][140/627] lr: 5.628e-01, eta: 1 day, 6:30:41, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3618, loss: 3.3618 2020-07-02 05:00:16,960 - mmaction - INFO - Epoch [42][160/627] lr: 5.628e-01, eta: 1 day, 6:31:07, time: 1.224, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0972, loss: 3.0972 2020-07-02 05:00:33,268 - mmaction - INFO - Epoch [42][180/627] lr: 5.628e-01, eta: 1 day, 6:30:51, time: 0.820, data_time: 0.011, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1609, loss: 3.1609 2020-07-02 05:00:49,502 - mmaction - INFO - Epoch [42][200/627] lr: 5.628e-01, eta: 1 day, 6:30:34, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1759, loss: 3.1759 2020-07-02 05:01:05,671 - mmaction - INFO - Epoch [42][220/627] lr: 5.628e-01, eta: 1 day, 6:30:17, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3048, loss: 3.3048 2020-07-02 05:01:21,946 - mmaction - INFO - Epoch [42][240/627] lr: 5.628e-01, eta: 1 day, 6:30:00, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1618, loss: 3.1618 2020-07-02 05:01:38,154 - mmaction - INFO - Epoch [42][260/627] lr: 5.628e-01, eta: 1 day, 6:29:43, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2720, loss: 3.2720 2020-07-02 05:01:54,310 - mmaction - INFO - Epoch [42][280/627] lr: 5.628e-01, eta: 1 day, 6:29:26, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.2761, loss: 3.2761 2020-07-02 05:02:10,447 - mmaction - INFO - Epoch [42][300/627] lr: 5.628e-01, eta: 1 day, 6:29:09, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1461, loss: 3.1461 2020-07-02 05:02:26,599 - mmaction - INFO - Epoch [42][320/627] lr: 5.628e-01, eta: 1 day, 6:28:52, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.1884, loss: 3.1884 2020-07-02 05:02:43,166 - mmaction - INFO - Epoch [42][340/627] lr: 5.628e-01, eta: 1 day, 6:28:37, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.2231, loss: 3.2231 2020-07-02 05:02:59,345 - mmaction - INFO - Epoch [42][360/627] lr: 5.628e-01, eta: 1 day, 6:28:20, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4292, loss: 3.4292 2020-07-02 05:03:15,648 - mmaction - INFO - Epoch [42][380/627] lr: 5.628e-01, eta: 1 day, 6:28:03, time: 0.817, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2958, loss: 3.2958 2020-07-02 05:03:32,241 - mmaction - INFO - Epoch [42][400/627] lr: 5.628e-01, eta: 1 day, 6:27:48, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1652, loss: 3.1652 2020-07-02 05:03:48,400 - mmaction - INFO - Epoch [42][420/627] lr: 5.628e-01, eta: 1 day, 6:27:31, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1775, loss: 3.1775 2020-07-02 05:04:04,501 - mmaction - INFO - Epoch [42][440/627] lr: 5.628e-01, eta: 1 day, 6:27:14, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1248, loss: 3.1248 2020-07-02 05:04:20,675 - mmaction - INFO - Epoch [42][460/627] lr: 5.628e-01, eta: 1 day, 6:26:57, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.2218, loss: 3.2218 2020-07-02 05:04:37,210 - mmaction - INFO - Epoch [42][480/627] lr: 5.628e-01, eta: 1 day, 6:26:42, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2797, loss: 3.2797 2020-07-02 05:04:53,383 - mmaction - INFO - Epoch [42][500/627] lr: 5.628e-01, eta: 1 day, 6:26:25, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1688, loss: 3.1688 2020-07-02 05:05:09,540 - mmaction - INFO - Epoch [42][520/627] lr: 5.628e-01, eta: 1 day, 6:26:07, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5437, loss_cls: 3.2152, loss: 3.2152 2020-07-02 05:05:25,682 - mmaction - INFO - Epoch [42][540/627] lr: 5.628e-01, eta: 1 day, 6:25:50, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.1245, loss: 3.1245 2020-07-02 05:05:41,822 - mmaction - INFO - Epoch [42][560/627] lr: 5.628e-01, eta: 1 day, 6:25:33, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5250, loss_cls: 3.3219, loss: 3.3219 2020-07-02 05:05:57,974 - mmaction - INFO - Epoch [42][580/627] lr: 5.628e-01, eta: 1 day, 6:25:16, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2437, top5_acc: 0.5344, loss_cls: 3.3595, loss: 3.3595 2020-07-02 05:06:14,112 - mmaction - INFO - Epoch [42][600/627] lr: 5.628e-01, eta: 1 day, 6:24:59, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.3814, loss: 3.3814 2020-07-02 05:06:30,526 - mmaction - INFO - Epoch [42][620/627] lr: 5.628e-01, eta: 1 day, 6:24:43, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.0712, loss: 3.0712 2020-07-02 05:07:01,395 - mmaction - INFO - Epoch [43][20/627] lr: 5.610e-01, eta: 1 day, 6:24:38, time: 1.274, data_time: 0.423, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.0986, loss: 3.0986 2020-07-02 05:07:17,594 - mmaction - INFO - Epoch [43][40/627] lr: 5.610e-01, eta: 1 day, 6:24:21, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2477, loss: 3.2477 2020-07-02 05:07:33,828 - mmaction - INFO - Epoch [43][60/627] lr: 5.610e-01, eta: 1 day, 6:24:05, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0311, loss: 3.0311 2020-07-02 05:07:50,101 - mmaction - INFO - Epoch [43][80/627] lr: 5.610e-01, eta: 1 day, 6:23:48, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.3700, loss: 3.3700 2020-07-02 05:08:06,302 - mmaction - INFO - Epoch [43][100/627] lr: 5.610e-01, eta: 1 day, 6:23:31, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5750, loss_cls: 3.3109, loss: 3.3109 2020-07-02 05:08:22,559 - mmaction - INFO - Epoch [43][120/627] lr: 5.610e-01, eta: 1 day, 6:23:15, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1744, loss: 3.1744 2020-07-02 05:08:38,704 - mmaction - INFO - Epoch [43][140/627] lr: 5.610e-01, eta: 1 day, 6:22:57, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.2805, loss: 3.2805 2020-07-02 05:08:55,260 - mmaction - INFO - Epoch [43][160/627] lr: 5.610e-01, eta: 1 day, 6:22:42, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5906, loss_cls: 3.0697, loss: 3.0697 2020-07-02 05:09:11,358 - mmaction - INFO - Epoch [43][180/627] lr: 5.610e-01, eta: 1 day, 6:22:25, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.1411, loss: 3.1411 2020-07-02 05:09:27,575 - mmaction - INFO - Epoch [43][200/627] lr: 5.610e-01, eta: 1 day, 6:22:08, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.3087, loss: 3.3087 2020-07-02 05:09:43,750 - mmaction - INFO - Epoch [43][220/627] lr: 5.610e-01, eta: 1 day, 6:21:51, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2085, loss: 3.2085 2020-07-02 05:09:59,961 - mmaction - INFO - Epoch [43][240/627] lr: 5.610e-01, eta: 1 day, 6:21:34, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0838, loss: 3.0838 2020-07-02 05:10:16,179 - mmaction - INFO - Epoch [43][260/627] lr: 5.610e-01, eta: 1 day, 6:21:17, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9927, loss: 2.9927 2020-07-02 05:10:32,512 - mmaction - INFO - Epoch [43][280/627] lr: 5.610e-01, eta: 1 day, 6:21:01, time: 0.818, data_time: 0.008, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.2656, loss: 3.2656 2020-07-02 05:10:48,660 - mmaction - INFO - Epoch [43][300/627] lr: 5.610e-01, eta: 1 day, 6:20:44, time: 0.806, data_time: 0.000, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1704, loss: 3.1704 2020-07-02 05:11:04,862 - mmaction - INFO - Epoch [43][320/627] lr: 5.610e-01, eta: 1 day, 6:20:27, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.1778, loss: 3.1778 2020-07-02 05:11:20,994 - mmaction - INFO - Epoch [43][340/627] lr: 5.610e-01, eta: 1 day, 6:20:10, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.2814, loss: 3.2814 2020-07-02 05:11:37,159 - mmaction - INFO - Epoch [43][360/627] lr: 5.610e-01, eta: 1 day, 6:19:53, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2123, loss: 3.2123 2020-07-02 05:11:53,351 - mmaction - INFO - Epoch [43][380/627] lr: 5.610e-01, eta: 1 day, 6:19:35, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2437, top5_acc: 0.5094, loss_cls: 3.3819, loss: 3.3819 2020-07-02 05:12:09,505 - mmaction - INFO - Epoch [43][400/627] lr: 5.610e-01, eta: 1 day, 6:19:18, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.2781, loss: 3.2781 2020-07-02 05:12:25,657 - mmaction - INFO - Epoch [43][420/627] lr: 5.610e-01, eta: 1 day, 6:19:01, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2129, loss: 3.2129 2020-07-02 05:12:41,867 - mmaction - INFO - Epoch [43][440/627] lr: 5.610e-01, eta: 1 day, 6:18:44, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1686, loss: 3.1686 2020-07-02 05:12:58,083 - mmaction - INFO - Epoch [43][460/627] lr: 5.610e-01, eta: 1 day, 6:18:27, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0724, loss: 3.0724 2020-07-02 05:13:14,202 - mmaction - INFO - Epoch [43][480/627] lr: 5.610e-01, eta: 1 day, 6:18:10, time: 0.809, data_time: 0.005, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2315, loss: 3.2315 2020-07-02 05:13:30,360 - mmaction - INFO - Epoch [43][500/627] lr: 5.610e-01, eta: 1 day, 6:17:53, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.2493, loss: 3.2493 2020-07-02 05:13:46,806 - mmaction - INFO - Epoch [43][520/627] lr: 5.610e-01, eta: 1 day, 6:17:37, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6031, loss_cls: 3.0822, loss: 3.0822 2020-07-02 05:14:02,957 - mmaction - INFO - Epoch [43][540/627] lr: 5.610e-01, eta: 1 day, 6:17:20, time: 0.809, data_time: 0.005, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.4272, loss: 3.4272 2020-07-02 05:14:19,072 - mmaction - INFO - Epoch [43][560/627] lr: 5.610e-01, eta: 1 day, 6:17:03, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 3.1455, loss: 3.1455 2020-07-02 05:14:35,237 - mmaction - INFO - Epoch [43][580/627] lr: 5.610e-01, eta: 1 day, 6:16:46, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.4872, loss: 3.4872 2020-07-02 05:14:51,333 - mmaction - INFO - Epoch [43][600/627] lr: 5.610e-01, eta: 1 day, 6:16:28, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3202, loss: 3.3202 2020-07-02 05:15:07,749 - mmaction - INFO - Epoch [43][620/627] lr: 5.610e-01, eta: 1 day, 6:16:13, time: 0.821, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.1992, loss: 3.1992 2020-07-02 05:15:35,593 - mmaction - INFO - Epoch [44][20/627] lr: 5.592e-01, eta: 1 day, 6:15:53, time: 1.127, data_time: 0.305, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.1859, loss: 3.1859 2020-07-02 05:15:51,721 - mmaction - INFO - Epoch [44][40/627] lr: 5.592e-01, eta: 1 day, 6:15:36, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1324, loss: 3.1324 2020-07-02 05:16:07,924 - mmaction - INFO - Epoch [44][60/627] lr: 5.592e-01, eta: 1 day, 6:15:19, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0931, loss: 3.0931 2020-07-02 05:16:24,011 - mmaction - INFO - Epoch [44][80/627] lr: 5.592e-01, eta: 1 day, 6:15:02, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1094, loss: 3.1094 2020-07-02 05:16:40,208 - mmaction - INFO - Epoch [44][100/627] lr: 5.592e-01, eta: 1 day, 6:14:45, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.4432, loss: 3.4432 2020-07-02 05:16:56,405 - mmaction - INFO - Epoch [44][120/627] lr: 5.592e-01, eta: 1 day, 6:14:28, time: 0.811, data_time: 0.006, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3407, loss: 3.3407 2020-07-02 05:17:12,535 - mmaction - INFO - Epoch [44][140/627] lr: 5.592e-01, eta: 1 day, 6:14:11, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.2217, loss: 3.2217 2020-07-02 05:17:28,709 - mmaction - INFO - Epoch [44][160/627] lr: 5.592e-01, eta: 1 day, 6:13:53, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1473, loss: 3.1473 2020-07-02 05:17:45,177 - mmaction - INFO - Epoch [44][180/627] lr: 5.592e-01, eta: 1 day, 6:13:38, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1466, loss: 3.1466 2020-07-02 05:18:01,676 - mmaction - INFO - Epoch [44][200/627] lr: 5.592e-01, eta: 1 day, 6:13:22, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5219, loss_cls: 3.3604, loss: 3.3604 2020-07-02 05:18:17,893 - mmaction - INFO - Epoch [44][220/627] lr: 5.592e-01, eta: 1 day, 6:13:06, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.3546, loss: 3.3546 2020-07-02 05:18:34,024 - mmaction - INFO - Epoch [44][240/627] lr: 5.592e-01, eta: 1 day, 6:12:48, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.2680, loss: 3.2680 2020-07-02 05:18:50,176 - mmaction - INFO - Epoch [44][260/627] lr: 5.592e-01, eta: 1 day, 6:12:31, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0279, loss: 3.0279 2020-07-02 05:19:06,384 - mmaction - INFO - Epoch [44][280/627] lr: 5.592e-01, eta: 1 day, 6:12:14, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1234, loss: 3.1234 2020-07-02 05:19:22,504 - mmaction - INFO - Epoch [44][300/627] lr: 5.592e-01, eta: 1 day, 6:11:57, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2671, loss: 3.2671 2020-07-02 05:19:38,696 - mmaction - INFO - Epoch [44][320/627] lr: 5.592e-01, eta: 1 day, 6:11:40, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.2447, loss: 3.2447 2020-07-02 05:19:54,878 - mmaction - INFO - Epoch [44][340/627] lr: 5.592e-01, eta: 1 day, 6:11:23, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0686, loss: 3.0686 2020-07-02 05:20:10,982 - mmaction - INFO - Epoch [44][360/627] lr: 5.592e-01, eta: 1 day, 6:11:06, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.3387, loss: 3.3387 2020-07-02 05:20:27,193 - mmaction - INFO - Epoch [44][380/627] lr: 5.592e-01, eta: 1 day, 6:10:49, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5312, loss_cls: 3.3685, loss: 3.3685 2020-07-02 05:20:43,655 - mmaction - INFO - Epoch [44][400/627] lr: 5.592e-01, eta: 1 day, 6:10:33, time: 0.824, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2487, loss: 3.2487 2020-07-02 05:21:00,145 - mmaction - INFO - Epoch [44][420/627] lr: 5.592e-01, eta: 1 day, 6:10:18, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.3405, loss: 3.3405 2020-07-02 05:21:16,662 - mmaction - INFO - Epoch [44][440/627] lr: 5.592e-01, eta: 1 day, 6:10:02, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5594, loss_cls: 3.1580, loss: 3.1580 2020-07-02 05:21:32,835 - mmaction - INFO - Epoch [44][460/627] lr: 5.592e-01, eta: 1 day, 6:09:46, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3124, loss: 3.3124 2020-07-02 05:21:48,944 - mmaction - INFO - Epoch [44][480/627] lr: 5.592e-01, eta: 1 day, 6:09:28, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3102, loss: 3.3102 2020-07-02 05:22:05,075 - mmaction - INFO - Epoch [44][500/627] lr: 5.592e-01, eta: 1 day, 6:09:11, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2624, loss: 3.2624 2020-07-02 05:22:21,203 - mmaction - INFO - Epoch [44][520/627] lr: 5.592e-01, eta: 1 day, 6:08:54, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0076, loss: 3.0076 2020-07-02 05:22:37,360 - mmaction - INFO - Epoch [44][540/627] lr: 5.592e-01, eta: 1 day, 6:08:37, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1230, loss: 3.1230 2020-07-02 05:22:53,495 - mmaction - INFO - Epoch [44][560/627] lr: 5.592e-01, eta: 1 day, 6:08:19, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.1730, loss: 3.1730 2020-07-02 05:23:09,662 - mmaction - INFO - Epoch [44][580/627] lr: 5.592e-01, eta: 1 day, 6:08:02, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2416, loss: 3.2416 2020-07-02 05:23:25,815 - mmaction - INFO - Epoch [44][600/627] lr: 5.592e-01, eta: 1 day, 6:07:45, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.2724, loss: 3.2724 2020-07-02 05:23:41,927 - mmaction - INFO - Epoch [44][620/627] lr: 5.592e-01, eta: 1 day, 6:07:28, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.4938, loss_cls: 3.3590, loss: 3.3590 2020-07-02 05:23:47,195 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-02 05:24:10,006 - mmaction - INFO - Epoch [45][20/627] lr: 5.573e-01, eta: 1 day, 6:06:59, time: 1.033, data_time: 0.228, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0842, loss: 3.0842 2020-07-02 05:24:26,170 - mmaction - INFO - Epoch [45][40/627] lr: 5.573e-01, eta: 1 day, 6:06:42, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1430, loss: 3.1430 2020-07-02 05:24:42,344 - mmaction - INFO - Epoch [45][60/627] lr: 5.573e-01, eta: 1 day, 6:06:25, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2638, loss: 3.2638 2020-07-02 05:24:58,508 - mmaction - INFO - Epoch [45][80/627] lr: 5.573e-01, eta: 1 day, 6:06:08, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.2281, loss: 3.2281 2020-07-02 05:25:14,685 - mmaction - INFO - Epoch [45][100/627] lr: 5.573e-01, eta: 1 day, 6:05:51, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0987, loss: 3.0987 2020-07-02 05:25:31,117 - mmaction - INFO - Epoch [45][120/627] lr: 5.573e-01, eta: 1 day, 6:05:36, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1475, loss: 3.1475 2020-07-02 05:25:47,275 - mmaction - INFO - Epoch [45][140/627] lr: 5.573e-01, eta: 1 day, 6:05:19, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5813, loss_cls: 3.2502, loss: 3.2502 2020-07-02 05:26:03,413 - mmaction - INFO - Epoch [45][160/627] lr: 5.573e-01, eta: 1 day, 6:05:01, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.3495, loss: 3.3495 2020-07-02 05:26:19,532 - mmaction - INFO - Epoch [45][180/627] lr: 5.573e-01, eta: 1 day, 6:04:44, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 3.0357, loss: 3.0357 2020-07-02 05:26:35,698 - mmaction - INFO - Epoch [45][200/627] lr: 5.573e-01, eta: 1 day, 6:04:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.4410, loss: 3.4410 2020-07-02 05:26:52,245 - mmaction - INFO - Epoch [45][220/627] lr: 5.573e-01, eta: 1 day, 6:04:12, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.3081, loss: 3.3081 2020-07-02 05:27:08,335 - mmaction - INFO - Epoch [45][240/627] lr: 5.573e-01, eta: 1 day, 6:03:55, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0011, loss: 3.0011 2020-07-02 05:27:24,482 - mmaction - INFO - Epoch [45][260/627] lr: 5.573e-01, eta: 1 day, 6:03:37, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0834, loss: 3.0834 2020-07-02 05:27:40,615 - mmaction - INFO - Epoch [45][280/627] lr: 5.573e-01, eta: 1 day, 6:03:20, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.2611, loss: 3.2611 2020-07-02 05:27:56,778 - mmaction - INFO - Epoch [45][300/627] lr: 5.573e-01, eta: 1 day, 6:03:03, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 3.0070, loss: 3.0070 2020-07-02 05:28:12,927 - mmaction - INFO - Epoch [45][320/627] lr: 5.573e-01, eta: 1 day, 6:02:46, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.4545, loss: 3.4545 2020-07-02 05:28:29,079 - mmaction - INFO - Epoch [45][340/627] lr: 5.573e-01, eta: 1 day, 6:02:29, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.1827, loss: 3.1827 2020-07-02 05:28:45,189 - mmaction - INFO - Epoch [45][360/627] lr: 5.573e-01, eta: 1 day, 6:02:12, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2187, loss: 3.2187 2020-07-02 05:29:01,331 - mmaction - INFO - Epoch [45][380/627] lr: 5.573e-01, eta: 1 day, 6:01:55, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1228, loss: 3.1228 2020-07-02 05:29:17,483 - mmaction - INFO - Epoch [45][400/627] lr: 5.573e-01, eta: 1 day, 6:01:37, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 3.0787, loss: 3.0787 2020-07-02 05:29:34,060 - mmaction - INFO - Epoch [45][420/627] lr: 5.573e-01, eta: 1 day, 6:01:23, time: 0.831, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.3293, loss: 3.3293 2020-07-02 05:29:50,428 - mmaction - INFO - Epoch [45][440/627] lr: 5.573e-01, eta: 1 day, 6:01:06, time: 0.817, data_time: 0.011, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0926, loss: 3.0926 2020-07-02 05:30:06,579 - mmaction - INFO - Epoch [45][460/627] lr: 5.573e-01, eta: 1 day, 6:00:49, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2567, loss: 3.2567 2020-07-02 05:30:22,705 - mmaction - INFO - Epoch [45][480/627] lr: 5.573e-01, eta: 1 day, 6:00:32, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1397, loss: 3.1397 2020-07-02 05:30:38,883 - mmaction - INFO - Epoch [45][500/627] lr: 5.573e-01, eta: 1 day, 6:00:15, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.2645, loss: 3.2645 2020-07-02 05:30:55,061 - mmaction - INFO - Epoch [45][520/627] lr: 5.573e-01, eta: 1 day, 5:59:58, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1976, loss: 3.1976 2020-07-02 05:31:11,202 - mmaction - INFO - Epoch [45][540/627] lr: 5.573e-01, eta: 1 day, 5:59:41, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2990, loss: 3.2990 2020-07-02 05:31:27,403 - mmaction - INFO - Epoch [45][560/627] lr: 5.573e-01, eta: 1 day, 5:59:24, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.4959, loss: 3.4959 2020-07-02 05:31:43,570 - mmaction - INFO - Epoch [45][580/627] lr: 5.573e-01, eta: 1 day, 5:59:07, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.2181, loss: 3.2181 2020-07-02 05:31:59,747 - mmaction - INFO - Epoch [45][600/627] lr: 5.573e-01, eta: 1 day, 5:58:50, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.1975, loss: 3.1975 2020-07-02 05:32:15,860 - mmaction - INFO - Epoch [45][620/627] lr: 5.573e-01, eta: 1 day, 5:58:33, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1234, loss: 3.1234 2020-07-02 05:32:43,566 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 05:32:44,440 - mmaction - INFO - top1_acc 0.2959 top5_acc 0.5599 2020-07-02 05:32:44,440 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 05:32:44,505 - mmaction - INFO - mean_acc 0.2958 2020-07-02 05:32:44,514 - mmaction - INFO - Epoch [45][627/627] lr: 5.573e-01, top1_acc: 0.2959, top5_acc: 0.5599, mean_class_accuracy: 0.2958 2020-07-02 05:33:05,252 - mmaction - INFO - Epoch [46][20/627] lr: 5.554e-01, eta: 1 day, 5:58:05, time: 1.035, data_time: 0.231, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.0904, loss: 3.0904 2020-07-02 05:33:21,375 - mmaction - INFO - Epoch [46][40/627] lr: 5.554e-01, eta: 1 day, 5:57:48, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0510, loss: 3.0510 2020-07-02 05:33:37,518 - mmaction - INFO - Epoch [46][60/627] lr: 5.554e-01, eta: 1 day, 5:57:31, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5594, loss_cls: 3.4113, loss: 3.4113 2020-07-02 05:33:53,716 - mmaction - INFO - Epoch [46][80/627] lr: 5.554e-01, eta: 1 day, 5:57:14, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3226, loss: 3.3226 2020-07-02 05:34:09,850 - mmaction - INFO - Epoch [46][100/627] lr: 5.554e-01, eta: 1 day, 5:56:57, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.2033, loss: 3.2033 2020-07-02 05:34:26,156 - mmaction - INFO - Epoch [46][120/627] lr: 5.554e-01, eta: 1 day, 5:56:40, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.6031, loss_cls: 3.1566, loss: 3.1566 2020-07-02 05:34:42,352 - mmaction - INFO - Epoch [46][140/627] lr: 5.554e-01, eta: 1 day, 5:56:23, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.1314, loss: 3.1314 2020-07-02 05:34:58,488 - mmaction - INFO - Epoch [46][160/627] lr: 5.554e-01, eta: 1 day, 5:56:06, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0892, loss: 3.0892 2020-07-02 05:35:14,681 - mmaction - INFO - Epoch [46][180/627] lr: 5.554e-01, eta: 1 day, 5:55:49, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2155, loss: 3.2155 2020-07-02 05:35:30,891 - mmaction - INFO - Epoch [46][200/627] lr: 5.554e-01, eta: 1 day, 5:55:33, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2341, loss: 3.2341 2020-07-02 05:35:47,008 - mmaction - INFO - Epoch [46][220/627] lr: 5.554e-01, eta: 1 day, 5:55:16, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.2559, loss: 3.2559 2020-07-02 05:36:03,256 - mmaction - INFO - Epoch [46][240/627] lr: 5.554e-01, eta: 1 day, 5:54:59, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5719, loss_cls: 3.2221, loss: 3.2221 2020-07-02 05:36:19,410 - mmaction - INFO - Epoch [46][260/627] lr: 5.554e-01, eta: 1 day, 5:54:42, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1660, loss: 3.1660 2020-07-02 05:36:35,566 - mmaction - INFO - Epoch [46][280/627] lr: 5.554e-01, eta: 1 day, 5:54:25, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2016, loss: 3.2016 2020-07-02 05:36:51,715 - mmaction - INFO - Epoch [46][300/627] lr: 5.554e-01, eta: 1 day, 5:54:08, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9527, loss: 2.9527 2020-07-02 05:37:07,968 - mmaction - INFO - Epoch [46][320/627] lr: 5.554e-01, eta: 1 day, 5:53:51, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.4279, loss: 3.4279 2020-07-02 05:37:24,109 - mmaction - INFO - Epoch [46][340/627] lr: 5.554e-01, eta: 1 day, 5:53:34, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5375, loss_cls: 3.2211, loss: 3.2211 2020-07-02 05:37:40,319 - mmaction - INFO - Epoch [46][360/627] lr: 5.554e-01, eta: 1 day, 5:53:17, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0479, loss: 3.0479 2020-07-02 05:37:56,478 - mmaction - INFO - Epoch [46][380/627] lr: 5.554e-01, eta: 1 day, 5:53:00, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0150, loss: 3.0150 2020-07-02 05:38:12,675 - mmaction - INFO - Epoch [46][400/627] lr: 5.554e-01, eta: 1 day, 5:52:43, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3935, loss: 3.3935 2020-07-02 05:38:28,847 - mmaction - INFO - Epoch [46][420/627] lr: 5.554e-01, eta: 1 day, 5:52:26, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.8813, loss: 2.8813 2020-07-02 05:38:44,962 - mmaction - INFO - Epoch [46][440/627] lr: 5.554e-01, eta: 1 day, 5:52:09, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2782, loss: 3.2782 2020-07-02 05:39:01,143 - mmaction - INFO - Epoch [46][460/627] lr: 5.554e-01, eta: 1 day, 5:51:52, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1773, loss: 3.1773 2020-07-02 05:39:17,669 - mmaction - INFO - Epoch [46][480/627] lr: 5.554e-01, eta: 1 day, 5:51:37, time: 0.826, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9636, loss: 2.9636 2020-07-02 05:39:33,779 - mmaction - INFO - Epoch [46][500/627] lr: 5.554e-01, eta: 1 day, 5:51:20, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2564, loss: 3.2564 2020-07-02 05:39:49,897 - mmaction - INFO - Epoch [46][520/627] lr: 5.554e-01, eta: 1 day, 5:51:03, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.1582, loss: 3.1582 2020-07-02 05:40:06,088 - mmaction - INFO - Epoch [46][540/627] lr: 5.554e-01, eta: 1 day, 5:50:46, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2180, loss: 3.2180 2020-07-02 05:40:22,208 - mmaction - INFO - Epoch [46][560/627] lr: 5.554e-01, eta: 1 day, 5:50:29, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2862, loss: 3.2862 2020-07-02 05:40:38,408 - mmaction - INFO - Epoch [46][580/627] lr: 5.554e-01, eta: 1 day, 5:50:12, time: 0.811, data_time: 0.007, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.1961, loss: 3.1961 2020-07-02 05:40:54,582 - mmaction - INFO - Epoch [46][600/627] lr: 5.554e-01, eta: 1 day, 5:49:55, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3529, loss: 3.3529 2020-07-02 05:41:10,741 - mmaction - INFO - Epoch [46][620/627] lr: 5.554e-01, eta: 1 day, 5:49:38, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.1660, loss: 3.1660 2020-07-02 05:41:38,430 - mmaction - INFO - Epoch [47][20/627] lr: 5.535e-01, eta: 1 day, 5:49:17, time: 1.118, data_time: 0.292, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.2830, loss: 3.2830 2020-07-02 05:41:54,567 - mmaction - INFO - Epoch [47][40/627] lr: 5.535e-01, eta: 1 day, 5:49:00, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.0746, loss: 3.0746 2020-07-02 05:42:10,727 - mmaction - INFO - Epoch [47][60/627] lr: 5.535e-01, eta: 1 day, 5:48:43, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9601, loss: 2.9601 2020-07-02 05:42:26,872 - mmaction - INFO - Epoch [47][80/627] lr: 5.535e-01, eta: 1 day, 5:48:26, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9509, loss: 2.9509 2020-07-02 05:42:43,078 - mmaction - INFO - Epoch [47][100/627] lr: 5.535e-01, eta: 1 day, 5:48:10, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.2847, loss: 3.2847 2020-07-02 05:42:59,240 - mmaction - INFO - Epoch [47][120/627] lr: 5.535e-01, eta: 1 day, 5:47:53, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2656, loss: 3.2656 2020-07-02 05:43:15,407 - mmaction - INFO - Epoch [47][140/627] lr: 5.535e-01, eta: 1 day, 5:47:36, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0311, loss: 3.0311 2020-07-02 05:43:31,545 - mmaction - INFO - Epoch [47][160/627] lr: 5.535e-01, eta: 1 day, 5:47:19, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.2881, loss: 3.2881 2020-07-02 05:43:47,703 - mmaction - INFO - Epoch [47][180/627] lr: 5.535e-01, eta: 1 day, 5:47:02, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4376, loss: 3.4376 2020-07-02 05:44:03,875 - mmaction - INFO - Epoch [47][200/627] lr: 5.535e-01, eta: 1 day, 5:46:45, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0390, loss: 3.0390 2020-07-02 05:44:20,040 - mmaction - INFO - Epoch [47][220/627] lr: 5.535e-01, eta: 1 day, 5:46:28, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3760, loss: 3.3760 2020-07-02 05:44:36,360 - mmaction - INFO - Epoch [47][240/627] lr: 5.535e-01, eta: 1 day, 5:46:11, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1593, loss: 3.1593 2020-07-02 05:44:52,483 - mmaction - INFO - Epoch [47][260/627] lr: 5.535e-01, eta: 1 day, 5:45:54, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0242, loss: 3.0242 2020-07-02 05:45:08,629 - mmaction - INFO - Epoch [47][280/627] lr: 5.535e-01, eta: 1 day, 5:45:37, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1393, loss: 3.1393 2020-07-02 05:45:24,817 - mmaction - INFO - Epoch [47][300/627] lr: 5.535e-01, eta: 1 day, 5:45:20, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0965, loss: 3.0965 2020-07-02 05:45:40,993 - mmaction - INFO - Epoch [47][320/627] lr: 5.535e-01, eta: 1 day, 5:45:04, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0657, loss: 3.0657 2020-07-02 05:45:57,575 - mmaction - INFO - Epoch [47][340/627] lr: 5.535e-01, eta: 1 day, 5:44:49, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5281, loss_cls: 3.2644, loss: 3.2644 2020-07-02 05:46:13,686 - mmaction - INFO - Epoch [47][360/627] lr: 5.535e-01, eta: 1 day, 5:44:31, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2454, loss: 3.2454 2020-07-02 05:46:29,858 - mmaction - INFO - Epoch [47][380/627] lr: 5.535e-01, eta: 1 day, 5:44:14, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2484, loss: 3.2484 2020-07-02 05:46:46,042 - mmaction - INFO - Epoch [47][400/627] lr: 5.535e-01, eta: 1 day, 5:43:58, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.2023, loss: 3.2023 2020-07-02 05:47:02,227 - mmaction - INFO - Epoch [47][420/627] lr: 5.535e-01, eta: 1 day, 5:43:41, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.1107, loss: 3.1107 2020-07-02 05:47:18,381 - mmaction - INFO - Epoch [47][440/627] lr: 5.535e-01, eta: 1 day, 5:43:24, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2317, loss: 3.2317 2020-07-02 05:47:34,529 - mmaction - INFO - Epoch [47][460/627] lr: 5.535e-01, eta: 1 day, 5:43:07, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2878, loss: 3.2878 2020-07-02 05:47:50,644 - mmaction - INFO - Epoch [47][480/627] lr: 5.535e-01, eta: 1 day, 5:42:49, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5969, loss_cls: 3.2186, loss: 3.2186 2020-07-02 05:48:06,824 - mmaction - INFO - Epoch [47][500/627] lr: 5.535e-01, eta: 1 day, 5:42:32, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.3507, loss: 3.3507 2020-07-02 05:48:23,009 - mmaction - INFO - Epoch [47][520/627] lr: 5.535e-01, eta: 1 day, 5:42:16, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0011, loss: 3.0011 2020-07-02 05:48:39,129 - mmaction - INFO - Epoch [47][540/627] lr: 5.535e-01, eta: 1 day, 5:41:58, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1649, loss: 3.1649 2020-07-02 05:48:55,309 - mmaction - INFO - Epoch [47][560/627] lr: 5.535e-01, eta: 1 day, 5:41:42, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.2311, loss: 3.2311 2020-07-02 05:49:11,450 - mmaction - INFO - Epoch [47][580/627] lr: 5.535e-01, eta: 1 day, 5:41:25, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.4409, loss: 3.4409 2020-07-02 05:49:27,555 - mmaction - INFO - Epoch [47][600/627] lr: 5.535e-01, eta: 1 day, 5:41:07, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5563, loss_cls: 3.2419, loss: 3.2419 2020-07-02 05:49:43,751 - mmaction - INFO - Epoch [47][620/627] lr: 5.535e-01, eta: 1 day, 5:40:51, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2549, loss: 3.2549 2020-07-02 05:50:11,352 - mmaction - INFO - Epoch [48][20/627] lr: 5.515e-01, eta: 1 day, 5:40:30, time: 1.114, data_time: 0.290, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.2815, loss: 3.2815 2020-07-02 05:50:27,467 - mmaction - INFO - Epoch [48][40/627] lr: 5.515e-01, eta: 1 day, 5:40:13, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2673, loss: 3.2673 2020-07-02 05:50:43,571 - mmaction - INFO - Epoch [48][60/627] lr: 5.515e-01, eta: 1 day, 5:39:55, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1583, loss: 3.1583 2020-07-02 05:50:59,755 - mmaction - INFO - Epoch [48][80/627] lr: 5.515e-01, eta: 1 day, 5:39:38, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2656, loss: 3.2656 2020-07-02 05:51:16,013 - mmaction - INFO - Epoch [48][100/627] lr: 5.515e-01, eta: 1 day, 5:39:22, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 3.1107, loss: 3.1107 2020-07-02 05:51:32,385 - mmaction - INFO - Epoch [48][120/627] lr: 5.515e-01, eta: 1 day, 5:39:06, time: 0.819, data_time: 0.014, memory: 11095, top1_acc: 0.2656, top5_acc: 0.4781, loss_cls: 3.5126, loss: 3.5126 2020-07-02 05:51:48,532 - mmaction - INFO - Epoch [48][140/627] lr: 5.515e-01, eta: 1 day, 5:38:49, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.0643, loss: 3.0643 2020-07-02 05:52:05,094 - mmaction - INFO - Epoch [48][160/627] lr: 5.515e-01, eta: 1 day, 5:38:34, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5219, loss_cls: 3.3049, loss: 3.3049 2020-07-02 05:52:21,616 - mmaction - INFO - Epoch [48][180/627] lr: 5.515e-01, eta: 1 day, 5:38:18, time: 0.827, data_time: 0.004, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3829, loss: 3.3829 2020-07-02 05:52:37,778 - mmaction - INFO - Epoch [48][200/627] lr: 5.515e-01, eta: 1 day, 5:38:01, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2461, loss: 3.2461 2020-07-02 05:52:53,943 - mmaction - INFO - Epoch [48][220/627] lr: 5.515e-01, eta: 1 day, 5:37:45, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.2003, loss: 3.2003 2020-07-02 05:53:10,089 - mmaction - INFO - Epoch [48][240/627] lr: 5.515e-01, eta: 1 day, 5:37:28, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2822, loss: 3.2822 2020-07-02 05:53:26,278 - mmaction - INFO - Epoch [48][260/627] lr: 5.515e-01, eta: 1 day, 5:37:11, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1783, loss: 3.1783 2020-07-02 05:53:42,477 - mmaction - INFO - Epoch [48][280/627] lr: 5.515e-01, eta: 1 day, 5:36:54, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2024, loss: 3.2024 2020-07-02 05:53:58,556 - mmaction - INFO - Epoch [48][300/627] lr: 5.515e-01, eta: 1 day, 5:36:37, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.1117, loss: 3.1117 2020-07-02 05:54:14,675 - mmaction - INFO - Epoch [48][320/627] lr: 5.515e-01, eta: 1 day, 5:36:19, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.2991, loss: 3.2991 2020-07-02 05:54:30,937 - mmaction - INFO - Epoch [48][340/627] lr: 5.515e-01, eta: 1 day, 5:36:03, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1222, loss: 3.1222 2020-07-02 05:54:47,038 - mmaction - INFO - Epoch [48][360/627] lr: 5.515e-01, eta: 1 day, 5:35:46, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0123, loss: 3.0123 2020-07-02 05:55:03,239 - mmaction - INFO - Epoch [48][380/627] lr: 5.515e-01, eta: 1 day, 5:35:29, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.3167, loss: 3.3167 2020-07-02 05:55:19,496 - mmaction - INFO - Epoch [48][400/627] lr: 5.515e-01, eta: 1 day, 5:35:12, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4396, loss: 3.4396 2020-07-02 05:55:35,974 - mmaction - INFO - Epoch [48][420/627] lr: 5.515e-01, eta: 1 day, 5:34:57, time: 0.825, data_time: 0.004, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5625, loss_cls: 3.2599, loss: 3.2599 2020-07-02 05:55:52,423 - mmaction - INFO - Epoch [48][440/627] lr: 5.515e-01, eta: 1 day, 5:34:41, time: 0.821, data_time: 0.001, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9295, loss: 2.9295 2020-07-02 05:56:08,547 - mmaction - INFO - Epoch [48][460/627] lr: 5.515e-01, eta: 1 day, 5:34:24, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3537, loss: 3.3537 2020-07-02 05:56:24,667 - mmaction - INFO - Epoch [48][480/627] lr: 5.515e-01, eta: 1 day, 5:34:07, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5406, loss_cls: 3.1553, loss: 3.1553 2020-07-02 05:56:40,858 - mmaction - INFO - Epoch [48][500/627] lr: 5.515e-01, eta: 1 day, 5:33:50, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.1671, loss: 3.1671 2020-07-02 05:56:57,103 - mmaction - INFO - Epoch [48][520/627] lr: 5.515e-01, eta: 1 day, 5:33:34, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1098, loss: 3.1098 2020-07-02 05:57:13,216 - mmaction - INFO - Epoch [48][540/627] lr: 5.515e-01, eta: 1 day, 5:33:16, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2985, loss: 3.2985 2020-07-02 05:57:29,735 - mmaction - INFO - Epoch [48][560/627] lr: 5.515e-01, eta: 1 day, 5:33:01, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2697, loss: 3.2697 2020-07-02 05:57:45,908 - mmaction - INFO - Epoch [48][580/627] lr: 5.515e-01, eta: 1 day, 5:32:44, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6188, loss_cls: 3.1141, loss: 3.1141 2020-07-02 05:58:01,998 - mmaction - INFO - Epoch [48][600/627] lr: 5.515e-01, eta: 1 day, 5:32:27, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.4349, loss: 3.4349 2020-07-02 05:58:18,439 - mmaction - INFO - Epoch [48][620/627] lr: 5.515e-01, eta: 1 day, 5:32:11, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.2028, loss: 3.2028 2020-07-02 05:58:23,656 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-02 05:58:46,150 - mmaction - INFO - Epoch [49][20/627] lr: 5.494e-01, eta: 1 day, 5:31:47, time: 1.077, data_time: 0.247, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5750, loss_cls: 3.0465, loss: 3.0465 2020-07-02 05:59:02,385 - mmaction - INFO - Epoch [49][40/627] lr: 5.494e-01, eta: 1 day, 5:31:31, time: 0.812, data_time: 0.009, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2485, loss: 3.2485 2020-07-02 05:59:18,569 - mmaction - INFO - Epoch [49][60/627] lr: 5.494e-01, eta: 1 day, 5:31:14, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5219, loss_cls: 3.3165, loss: 3.3165 2020-07-02 05:59:34,670 - mmaction - INFO - Epoch [49][80/627] lr: 5.494e-01, eta: 1 day, 5:30:57, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1656, loss: 3.1656 2020-07-02 05:59:50,809 - mmaction - INFO - Epoch [49][100/627] lr: 5.494e-01, eta: 1 day, 5:30:40, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1787, loss: 3.1787 2020-07-02 06:00:15,687 - mmaction - INFO - Epoch [49][120/627] lr: 5.494e-01, eta: 1 day, 5:31:00, time: 1.239, data_time: 0.004, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1318, loss: 3.1318 2020-07-02 06:00:31,928 - mmaction - INFO - Epoch [49][140/627] lr: 5.494e-01, eta: 1 day, 5:30:44, time: 0.818, data_time: 0.011, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.1382, loss: 3.1382 2020-07-02 06:00:48,130 - mmaction - INFO - Epoch [49][160/627] lr: 5.494e-01, eta: 1 day, 5:30:27, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.2794, loss: 3.2794 2020-07-02 06:01:04,343 - mmaction - INFO - Epoch [49][180/627] lr: 5.494e-01, eta: 1 day, 5:30:10, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2169, loss: 3.2169 2020-07-02 06:01:20,844 - mmaction - INFO - Epoch [49][200/627] lr: 5.494e-01, eta: 1 day, 5:29:55, time: 0.824, data_time: 0.001, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.1152, loss: 3.1152 2020-07-02 06:01:37,077 - mmaction - INFO - Epoch [49][220/627] lr: 5.494e-01, eta: 1 day, 5:29:38, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.2842, loss: 3.2842 2020-07-02 06:01:53,171 - mmaction - INFO - Epoch [49][240/627] lr: 5.494e-01, eta: 1 day, 5:29:21, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1366, loss: 3.1366 2020-07-02 06:02:09,342 - mmaction - INFO - Epoch [49][260/627] lr: 5.494e-01, eta: 1 day, 5:29:04, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5281, loss_cls: 3.2805, loss: 3.2805 2020-07-02 06:02:25,470 - mmaction - INFO - Epoch [49][280/627] lr: 5.494e-01, eta: 1 day, 5:28:47, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1044, loss: 3.1044 2020-07-02 06:02:41,583 - mmaction - INFO - Epoch [49][300/627] lr: 5.494e-01, eta: 1 day, 5:28:30, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.0692, loss: 3.0692 2020-07-02 06:02:57,702 - mmaction - INFO - Epoch [49][320/627] lr: 5.494e-01, eta: 1 day, 5:28:13, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.9772, loss: 2.9772 2020-07-02 06:03:13,858 - mmaction - INFO - Epoch [49][340/627] lr: 5.494e-01, eta: 1 day, 5:27:56, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9982, loss: 2.9982 2020-07-02 06:03:29,937 - mmaction - INFO - Epoch [49][360/627] lr: 5.494e-01, eta: 1 day, 5:27:38, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0595, loss: 3.0595 2020-07-02 06:03:46,040 - mmaction - INFO - Epoch [49][380/627] lr: 5.494e-01, eta: 1 day, 5:27:21, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.2523, loss: 3.2523 2020-07-02 06:04:02,160 - mmaction - INFO - Epoch [49][400/627] lr: 5.494e-01, eta: 1 day, 5:27:04, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0053, loss: 3.0053 2020-07-02 06:04:18,252 - mmaction - INFO - Epoch [49][420/627] lr: 5.494e-01, eta: 1 day, 5:26:47, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.2117, loss: 3.2117 2020-07-02 06:04:34,688 - mmaction - INFO - Epoch [49][440/627] lr: 5.494e-01, eta: 1 day, 5:26:31, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.3282, loss: 3.3282 2020-07-02 06:04:50,831 - mmaction - INFO - Epoch [49][460/627] lr: 5.494e-01, eta: 1 day, 5:26:14, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0536, loss: 3.0536 2020-07-02 06:05:06,989 - mmaction - INFO - Epoch [49][480/627] lr: 5.494e-01, eta: 1 day, 5:25:57, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.1757, loss: 3.1757 2020-07-02 06:05:23,493 - mmaction - INFO - Epoch [49][500/627] lr: 5.494e-01, eta: 1 day, 5:25:42, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1522, loss: 3.1522 2020-07-02 06:05:39,633 - mmaction - INFO - Epoch [49][520/627] lr: 5.494e-01, eta: 1 day, 5:25:25, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.4688, loss: 3.4688 2020-07-02 06:05:55,924 - mmaction - INFO - Epoch [49][540/627] lr: 5.494e-01, eta: 1 day, 5:25:08, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3437, loss: 3.3437 2020-07-02 06:06:12,047 - mmaction - INFO - Epoch [49][560/627] lr: 5.494e-01, eta: 1 day, 5:24:51, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.2652, loss: 3.2652 2020-07-02 06:06:28,152 - mmaction - INFO - Epoch [49][580/627] lr: 5.494e-01, eta: 1 day, 5:24:34, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0330, loss: 3.0330 2020-07-02 06:06:44,337 - mmaction - INFO - Epoch [49][600/627] lr: 5.494e-01, eta: 1 day, 5:24:17, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2683, loss: 3.2683 2020-07-02 06:07:00,487 - mmaction - INFO - Epoch [49][620/627] lr: 5.494e-01, eta: 1 day, 5:24:00, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2991, loss: 3.2991 2020-07-02 06:07:31,927 - mmaction - INFO - Epoch [50][20/627] lr: 5.474e-01, eta: 1 day, 5:23:55, time: 1.306, data_time: 0.429, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3026, loss: 3.3026 2020-07-02 06:07:48,685 - mmaction - INFO - Epoch [50][40/627] lr: 5.474e-01, eta: 1 day, 5:23:41, time: 0.839, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1341, loss: 3.1341 2020-07-02 06:08:04,848 - mmaction - INFO - Epoch [50][60/627] lr: 5.474e-01, eta: 1 day, 5:23:24, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0132, loss: 3.0132 2020-07-02 06:08:21,048 - mmaction - INFO - Epoch [50][80/627] lr: 5.474e-01, eta: 1 day, 5:23:07, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 3.1193, loss: 3.1193 2020-07-02 06:08:37,237 - mmaction - INFO - Epoch [50][100/627] lr: 5.474e-01, eta: 1 day, 5:22:51, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2806, loss: 3.2806 2020-07-02 06:08:53,379 - mmaction - INFO - Epoch [50][120/627] lr: 5.474e-01, eta: 1 day, 5:22:34, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5312, loss_cls: 3.3752, loss: 3.3752 2020-07-02 06:09:09,521 - mmaction - INFO - Epoch [50][140/627] lr: 5.474e-01, eta: 1 day, 5:22:17, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.1572, loss: 3.1572 2020-07-02 06:09:25,772 - mmaction - INFO - Epoch [50][160/627] lr: 5.474e-01, eta: 1 day, 5:22:00, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1262, loss: 3.1262 2020-07-02 06:09:41,931 - mmaction - INFO - Epoch [50][180/627] lr: 5.474e-01, eta: 1 day, 5:21:43, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1110, loss: 3.1110 2020-07-02 06:09:58,076 - mmaction - INFO - Epoch [50][200/627] lr: 5.474e-01, eta: 1 day, 5:21:26, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2033, loss: 3.2033 2020-07-02 06:10:14,443 - mmaction - INFO - Epoch [50][220/627] lr: 5.474e-01, eta: 1 day, 5:21:10, time: 0.818, data_time: 0.012, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.1394, loss: 3.1394 2020-07-02 06:10:30,613 - mmaction - INFO - Epoch [50][240/627] lr: 5.474e-01, eta: 1 day, 5:20:53, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0900, loss: 3.0900 2020-07-02 06:10:46,837 - mmaction - INFO - Epoch [50][260/627] lr: 5.474e-01, eta: 1 day, 5:20:36, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2057, loss: 3.2057 2020-07-02 06:11:02,982 - mmaction - INFO - Epoch [50][280/627] lr: 5.474e-01, eta: 1 day, 5:20:19, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1686, loss: 3.1686 2020-07-02 06:11:19,184 - mmaction - INFO - Epoch [50][300/627] lr: 5.474e-01, eta: 1 day, 5:20:02, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2802, loss: 3.2802 2020-07-02 06:11:35,332 - mmaction - INFO - Epoch [50][320/627] lr: 5.474e-01, eta: 1 day, 5:19:46, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.1872, loss: 3.1872 2020-07-02 06:11:51,470 - mmaction - INFO - Epoch [50][340/627] lr: 5.474e-01, eta: 1 day, 5:19:29, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.4183, loss: 3.4183 2020-07-02 06:12:07,627 - mmaction - INFO - Epoch [50][360/627] lr: 5.474e-01, eta: 1 day, 5:19:12, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.9397, loss: 2.9397 2020-07-02 06:12:23,872 - mmaction - INFO - Epoch [50][380/627] lr: 5.474e-01, eta: 1 day, 5:18:55, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5906, loss_cls: 3.1563, loss: 3.1563 2020-07-02 06:12:40,431 - mmaction - INFO - Epoch [50][400/627] lr: 5.474e-01, eta: 1 day, 5:18:40, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0357, loss: 3.0357 2020-07-02 06:12:56,616 - mmaction - INFO - Epoch [50][420/627] lr: 5.474e-01, eta: 1 day, 5:18:23, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1797, loss: 3.1797 2020-07-02 06:13:12,739 - mmaction - INFO - Epoch [50][440/627] lr: 5.474e-01, eta: 1 day, 5:18:06, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0413, loss: 3.0413 2020-07-02 06:13:28,874 - mmaction - INFO - Epoch [50][460/627] lr: 5.474e-01, eta: 1 day, 5:17:49, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4243, loss: 3.4243 2020-07-02 06:13:45,022 - mmaction - INFO - Epoch [50][480/627] lr: 5.474e-01, eta: 1 day, 5:17:32, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1031, loss: 3.1031 2020-07-02 06:14:01,083 - mmaction - INFO - Epoch [50][500/627] lr: 5.474e-01, eta: 1 day, 5:17:14, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.4152, loss: 3.4152 2020-07-02 06:14:17,167 - mmaction - INFO - Epoch [50][520/627] lr: 5.474e-01, eta: 1 day, 5:16:57, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.1685, loss: 3.1685 2020-07-02 06:14:33,342 - mmaction - INFO - Epoch [50][540/627] lr: 5.474e-01, eta: 1 day, 5:16:40, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.2894, loss: 3.2894 2020-07-02 06:14:49,450 - mmaction - INFO - Epoch [50][560/627] lr: 5.474e-01, eta: 1 day, 5:16:23, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3189, loss: 3.3189 2020-07-02 06:15:05,576 - mmaction - INFO - Epoch [50][580/627] lr: 5.474e-01, eta: 1 day, 5:16:06, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.3208, loss: 3.3208 2020-07-02 06:15:21,683 - mmaction - INFO - Epoch [50][600/627] lr: 5.474e-01, eta: 1 day, 5:15:49, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0968, loss: 3.0968 2020-07-02 06:15:37,759 - mmaction - INFO - Epoch [50][620/627] lr: 5.474e-01, eta: 1 day, 5:15:32, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0404, loss: 3.0404 2020-07-02 06:16:05,329 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 06:16:06,201 - mmaction - INFO - top1_acc 0.3150 top5_acc 0.5825 2020-07-02 06:16:06,202 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 06:16:06,269 - mmaction - INFO - mean_acc 0.3148 2020-07-02 06:16:06,278 - mmaction - INFO - Epoch [50][627/627] lr: 5.474e-01, top1_acc: 0.3150, top5_acc: 0.5825, mean_class_accuracy: 0.3148 2020-07-02 06:16:27,514 - mmaction - INFO - Epoch [51][20/627] lr: 5.453e-01, eta: 1 day, 5:15:06, time: 1.061, data_time: 0.238, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5875, loss_cls: 3.1264, loss: 3.1264 2020-07-02 06:16:43,673 - mmaction - INFO - Epoch [51][40/627] lr: 5.453e-01, eta: 1 day, 5:14:49, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.1651, loss: 3.1651 2020-07-02 06:16:59,905 - mmaction - INFO - Epoch [51][60/627] lr: 5.453e-01, eta: 1 day, 5:14:33, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.0544, loss: 3.0544 2020-07-02 06:17:16,066 - mmaction - INFO - Epoch [51][80/627] lr: 5.453e-01, eta: 1 day, 5:14:16, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1706, loss: 3.1706 2020-07-02 06:17:32,438 - mmaction - INFO - Epoch [51][100/627] lr: 5.453e-01, eta: 1 day, 5:14:00, time: 0.819, data_time: 0.011, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4514, loss: 3.4514 2020-07-02 06:17:48,561 - mmaction - INFO - Epoch [51][120/627] lr: 5.453e-01, eta: 1 day, 5:13:43, time: 0.805, data_time: 0.000, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.1614, loss: 3.1614 2020-07-02 06:18:04,787 - mmaction - INFO - Epoch [51][140/627] lr: 5.453e-01, eta: 1 day, 5:13:26, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.2063, loss: 3.2063 2020-07-02 06:18:21,802 - mmaction - INFO - Epoch [51][160/627] lr: 5.453e-01, eta: 1 day, 5:13:13, time: 0.850, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0610, loss: 3.0610 2020-07-02 06:18:38,058 - mmaction - INFO - Epoch [51][180/627] lr: 5.453e-01, eta: 1 day, 5:12:56, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0942, loss: 3.0942 2020-07-02 06:18:54,166 - mmaction - INFO - Epoch [51][200/627] lr: 5.453e-01, eta: 1 day, 5:12:39, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1499, loss: 3.1499 2020-07-02 06:19:10,693 - mmaction - INFO - Epoch [51][220/627] lr: 5.453e-01, eta: 1 day, 5:12:24, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.1412, loss: 3.1412 2020-07-02 06:19:26,900 - mmaction - INFO - Epoch [51][240/627] lr: 5.453e-01, eta: 1 day, 5:12:07, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1824, loss: 3.1824 2020-07-02 06:19:43,412 - mmaction - INFO - Epoch [51][260/627] lr: 5.453e-01, eta: 1 day, 5:11:51, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.0210, loss: 3.0210 2020-07-02 06:19:59,614 - mmaction - INFO - Epoch [51][280/627] lr: 5.453e-01, eta: 1 day, 5:11:35, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2449, loss: 3.2449 2020-07-02 06:20:15,772 - mmaction - INFO - Epoch [51][300/627] lr: 5.453e-01, eta: 1 day, 5:11:18, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.1697, loss: 3.1697 2020-07-02 06:20:31,990 - mmaction - INFO - Epoch [51][320/627] lr: 5.453e-01, eta: 1 day, 5:11:01, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3019, loss: 3.3019 2020-07-02 06:20:48,104 - mmaction - INFO - Epoch [51][340/627] lr: 5.453e-01, eta: 1 day, 5:10:44, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.4039, loss: 3.4039 2020-07-02 06:21:04,312 - mmaction - INFO - Epoch [51][360/627] lr: 5.453e-01, eta: 1 day, 5:10:27, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1910, loss: 3.1910 2020-07-02 06:21:20,451 - mmaction - INFO - Epoch [51][380/627] lr: 5.453e-01, eta: 1 day, 5:10:10, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.3054, loss: 3.3054 2020-07-02 06:21:36,646 - mmaction - INFO - Epoch [51][400/627] lr: 5.453e-01, eta: 1 day, 5:09:54, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0489, loss: 3.0489 2020-07-02 06:21:52,768 - mmaction - INFO - Epoch [51][420/627] lr: 5.453e-01, eta: 1 day, 5:09:36, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.1660, loss: 3.1660 2020-07-02 06:22:08,973 - mmaction - INFO - Epoch [51][440/627] lr: 5.453e-01, eta: 1 day, 5:09:20, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1499, loss: 3.1499 2020-07-02 06:22:25,438 - mmaction - INFO - Epoch [51][460/627] lr: 5.453e-01, eta: 1 day, 5:09:04, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2131, loss: 3.2131 2020-07-02 06:22:41,934 - mmaction - INFO - Epoch [51][480/627] lr: 5.453e-01, eta: 1 day, 5:08:49, time: 0.826, data_time: 0.004, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.4604, loss: 3.4604 2020-07-02 06:22:58,072 - mmaction - INFO - Epoch [51][500/627] lr: 5.453e-01, eta: 1 day, 5:08:31, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1079, loss: 3.1079 2020-07-02 06:23:14,255 - mmaction - INFO - Epoch [51][520/627] lr: 5.453e-01, eta: 1 day, 5:08:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1449, loss: 3.1449 2020-07-02 06:23:30,364 - mmaction - INFO - Epoch [51][540/627] lr: 5.453e-01, eta: 1 day, 5:07:58, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.3425, loss: 3.3425 2020-07-02 06:23:46,551 - mmaction - INFO - Epoch [51][560/627] lr: 5.453e-01, eta: 1 day, 5:07:41, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.0791, loss: 3.0791 2020-07-02 06:24:02,721 - mmaction - INFO - Epoch [51][580/627] lr: 5.453e-01, eta: 1 day, 5:07:24, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9696, loss: 2.9696 2020-07-02 06:24:18,875 - mmaction - INFO - Epoch [51][600/627] lr: 5.453e-01, eta: 1 day, 5:07:07, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5625, loss_cls: 3.0791, loss: 3.0791 2020-07-02 06:24:35,015 - mmaction - INFO - Epoch [51][620/627] lr: 5.453e-01, eta: 1 day, 5:06:50, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1470, loss: 3.1470 2020-07-02 06:25:02,591 - mmaction - INFO - Epoch [52][20/627] lr: 5.431e-01, eta: 1 day, 5:06:29, time: 1.113, data_time: 0.297, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1434, loss: 3.1434 2020-07-02 06:25:18,722 - mmaction - INFO - Epoch [52][40/627] lr: 5.431e-01, eta: 1 day, 5:06:12, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1135, loss: 3.1135 2020-07-02 06:25:34,859 - mmaction - INFO - Epoch [52][60/627] lr: 5.431e-01, eta: 1 day, 5:05:55, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.1488, loss: 3.1488 2020-07-02 06:25:51,044 - mmaction - INFO - Epoch [52][80/627] lr: 5.431e-01, eta: 1 day, 5:05:38, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5844, loss_cls: 3.1062, loss: 3.1062 2020-07-02 06:26:07,189 - mmaction - INFO - Epoch [52][100/627] lr: 5.431e-01, eta: 1 day, 5:05:21, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.1991, loss: 3.1991 2020-07-02 06:26:23,291 - mmaction - INFO - Epoch [52][120/627] lr: 5.431e-01, eta: 1 day, 5:05:04, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2209, loss: 3.2209 2020-07-02 06:26:39,397 - mmaction - INFO - Epoch [52][140/627] lr: 5.431e-01, eta: 1 day, 5:04:47, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.1599, loss: 3.1599 2020-07-02 06:26:55,588 - mmaction - INFO - Epoch [52][160/627] lr: 5.431e-01, eta: 1 day, 5:04:30, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.1189, loss: 3.1189 2020-07-02 06:27:11,721 - mmaction - INFO - Epoch [52][180/627] lr: 5.431e-01, eta: 1 day, 5:04:13, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0529, loss: 3.0529 2020-07-02 06:27:27,884 - mmaction - INFO - Epoch [52][200/627] lr: 5.431e-01, eta: 1 day, 5:03:56, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.1706, loss: 3.1706 2020-07-02 06:27:44,093 - mmaction - INFO - Epoch [52][220/627] lr: 5.431e-01, eta: 1 day, 5:03:40, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 2.9548, loss: 2.9548 2020-07-02 06:28:00,568 - mmaction - INFO - Epoch [52][240/627] lr: 5.431e-01, eta: 1 day, 5:03:24, time: 0.825, data_time: 0.004, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 2.9650, loss: 2.9650 2020-07-02 06:28:16,786 - mmaction - INFO - Epoch [52][260/627] lr: 5.431e-01, eta: 1 day, 5:03:07, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2406, top5_acc: 0.4906, loss_cls: 3.5515, loss: 3.5515 2020-07-02 06:28:32,920 - mmaction - INFO - Epoch [52][280/627] lr: 5.431e-01, eta: 1 day, 5:02:50, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2898, loss: 3.2898 2020-07-02 06:28:49,027 - mmaction - INFO - Epoch [52][300/627] lr: 5.431e-01, eta: 1 day, 5:02:33, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0485, loss: 3.0485 2020-07-02 06:29:05,226 - mmaction - INFO - Epoch [52][320/627] lr: 5.431e-01, eta: 1 day, 5:02:16, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3458, loss: 3.3458 2020-07-02 06:29:21,377 - mmaction - INFO - Epoch [52][340/627] lr: 5.431e-01, eta: 1 day, 5:02:00, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3219, loss: 3.3219 2020-07-02 06:29:37,842 - mmaction - INFO - Epoch [52][360/627] lr: 5.431e-01, eta: 1 day, 5:01:44, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.4790, loss: 3.4790 2020-07-02 06:29:54,051 - mmaction - INFO - Epoch [52][380/627] lr: 5.431e-01, eta: 1 day, 5:01:27, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1801, loss: 3.1801 2020-07-02 06:30:10,182 - mmaction - INFO - Epoch [52][400/627] lr: 5.431e-01, eta: 1 day, 5:01:10, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.1060, loss: 3.1060 2020-07-02 06:30:26,746 - mmaction - INFO - Epoch [52][420/627] lr: 5.431e-01, eta: 1 day, 5:00:55, time: 0.830, data_time: 0.010, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.0999, loss: 3.0999 2020-07-02 06:30:42,975 - mmaction - INFO - Epoch [52][440/627] lr: 5.431e-01, eta: 1 day, 5:00:38, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.0953, loss: 3.0953 2020-07-02 06:30:59,415 - mmaction - INFO - Epoch [52][460/627] lr: 5.431e-01, eta: 1 day, 5:00:23, time: 0.823, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.0901, loss: 3.0901 2020-07-02 06:31:15,555 - mmaction - INFO - Epoch [52][480/627] lr: 5.431e-01, eta: 1 day, 5:00:06, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2293, loss: 3.2293 2020-07-02 06:31:31,682 - mmaction - INFO - Epoch [52][500/627] lr: 5.431e-01, eta: 1 day, 4:59:49, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5656, loss_cls: 3.0912, loss: 3.0912 2020-07-02 06:31:47,857 - mmaction - INFO - Epoch [52][520/627] lr: 5.431e-01, eta: 1 day, 4:59:32, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1183, loss: 3.1183 2020-07-02 06:32:04,029 - mmaction - INFO - Epoch [52][540/627] lr: 5.431e-01, eta: 1 day, 4:59:15, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1631, loss: 3.1631 2020-07-02 06:32:20,246 - mmaction - INFO - Epoch [52][560/627] lr: 5.431e-01, eta: 1 day, 4:58:58, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.3072, loss: 3.3072 2020-07-02 06:32:36,435 - mmaction - INFO - Epoch [52][580/627] lr: 5.431e-01, eta: 1 day, 4:58:41, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.3216, loss: 3.3216 2020-07-02 06:32:52,591 - mmaction - INFO - Epoch [52][600/627] lr: 5.431e-01, eta: 1 day, 4:58:25, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0327, loss: 3.0327 2020-07-02 06:33:08,680 - mmaction - INFO - Epoch [52][620/627] lr: 5.431e-01, eta: 1 day, 4:58:07, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2377, loss: 3.2377 2020-07-02 06:33:13,911 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-02 06:33:36,766 - mmaction - INFO - Epoch [53][20/627] lr: 5.410e-01, eta: 1 day, 4:57:45, time: 1.095, data_time: 0.254, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1424, loss: 3.1424 2020-07-02 06:33:52,905 - mmaction - INFO - Epoch [53][40/627] lr: 5.410e-01, eta: 1 day, 4:57:28, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0696, loss: 3.0696 2020-07-02 06:34:09,044 - mmaction - INFO - Epoch [53][60/627] lr: 5.410e-01, eta: 1 day, 4:57:11, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2670, loss: 3.2670 2020-07-02 06:34:25,215 - mmaction - INFO - Epoch [53][80/627] lr: 5.410e-01, eta: 1 day, 4:56:54, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1375, loss: 3.1375 2020-07-02 06:34:41,321 - mmaction - INFO - Epoch [53][100/627] lr: 5.410e-01, eta: 1 day, 4:56:37, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 3.0028, loss: 3.0028 2020-07-02 06:34:57,606 - mmaction - INFO - Epoch [53][120/627] lr: 5.410e-01, eta: 1 day, 4:56:21, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.1571, loss: 3.1571 2020-07-02 06:35:13,808 - mmaction - INFO - Epoch [53][140/627] lr: 5.410e-01, eta: 1 day, 4:56:04, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.2807, loss: 3.2807 2020-07-02 06:35:29,949 - mmaction - INFO - Epoch [53][160/627] lr: 5.410e-01, eta: 1 day, 4:55:47, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2480, loss: 3.2480 2020-07-02 06:35:46,463 - mmaction - INFO - Epoch [53][180/627] lr: 5.410e-01, eta: 1 day, 4:55:32, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.1957, loss: 3.1957 2020-07-02 06:36:02,573 - mmaction - INFO - Epoch [53][200/627] lr: 5.410e-01, eta: 1 day, 4:55:15, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.3380, loss: 3.3380 2020-07-02 06:36:18,765 - mmaction - INFO - Epoch [53][220/627] lr: 5.410e-01, eta: 1 day, 4:54:58, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.2085, loss: 3.2085 2020-07-02 06:36:34,837 - mmaction - INFO - Epoch [53][240/627] lr: 5.410e-01, eta: 1 day, 4:54:41, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0848, loss: 3.0848 2020-07-02 06:36:50,945 - mmaction - INFO - Epoch [53][260/627] lr: 5.410e-01, eta: 1 day, 4:54:24, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6344, loss_cls: 3.0173, loss: 3.0173 2020-07-02 06:37:07,417 - mmaction - INFO - Epoch [53][280/627] lr: 5.410e-01, eta: 1 day, 4:54:08, time: 0.825, data_time: 0.004, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.1307, loss: 3.1307 2020-07-02 06:37:23,550 - mmaction - INFO - Epoch [53][300/627] lr: 5.410e-01, eta: 1 day, 4:53:51, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5687, loss_cls: 3.2599, loss: 3.2599 2020-07-02 06:37:39,830 - mmaction - INFO - Epoch [53][320/627] lr: 5.410e-01, eta: 1 day, 4:53:35, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4549, loss: 3.4549 2020-07-02 06:37:56,038 - mmaction - INFO - Epoch [53][340/627] lr: 5.410e-01, eta: 1 day, 4:53:18, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.1111, loss: 3.1111 2020-07-02 06:38:12,133 - mmaction - INFO - Epoch [53][360/627] lr: 5.410e-01, eta: 1 day, 4:53:01, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.2436, loss: 3.2436 2020-07-02 06:38:28,309 - mmaction - INFO - Epoch [53][380/627] lr: 5.410e-01, eta: 1 day, 4:52:44, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5375, loss_cls: 3.2524, loss: 3.2524 2020-07-02 06:38:44,390 - mmaction - INFO - Epoch [53][400/627] lr: 5.410e-01, eta: 1 day, 4:52:27, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.1491, loss: 3.1491 2020-07-02 06:39:00,527 - mmaction - INFO - Epoch [53][420/627] lr: 5.410e-01, eta: 1 day, 4:52:10, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1072, loss: 3.1072 2020-07-02 06:39:16,704 - mmaction - INFO - Epoch [53][440/627] lr: 5.410e-01, eta: 1 day, 4:51:53, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.2590, loss: 3.2590 2020-07-02 06:39:32,797 - mmaction - INFO - Epoch [53][460/627] lr: 5.410e-01, eta: 1 day, 4:51:36, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.2463, loss: 3.2463 2020-07-02 06:39:49,240 - mmaction - INFO - Epoch [53][480/627] lr: 5.410e-01, eta: 1 day, 4:51:20, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1850, loss: 3.1850 2020-07-02 06:40:05,747 - mmaction - INFO - Epoch [53][500/627] lr: 5.410e-01, eta: 1 day, 4:51:05, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 2.9215, loss: 2.9215 2020-07-02 06:40:21,855 - mmaction - INFO - Epoch [53][520/627] lr: 5.410e-01, eta: 1 day, 4:50:48, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9807, loss: 2.9807 2020-07-02 06:40:37,967 - mmaction - INFO - Epoch [53][540/627] lr: 5.410e-01, eta: 1 day, 4:50:31, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0882, loss: 3.0882 2020-07-02 06:40:54,104 - mmaction - INFO - Epoch [53][560/627] lr: 5.410e-01, eta: 1 day, 4:50:13, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5594, loss_cls: 3.2606, loss: 3.2606 2020-07-02 06:41:10,219 - mmaction - INFO - Epoch [53][580/627] lr: 5.410e-01, eta: 1 day, 4:49:56, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.5005, loss: 3.5005 2020-07-02 06:41:26,463 - mmaction - INFO - Epoch [53][600/627] lr: 5.410e-01, eta: 1 day, 4:49:40, time: 0.813, data_time: 0.012, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0979, loss: 3.0979 2020-07-02 06:41:42,530 - mmaction - INFO - Epoch [53][620/627] lr: 5.410e-01, eta: 1 day, 4:49:23, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5938, loss_cls: 3.1622, loss: 3.1622 2020-07-02 06:42:10,167 - mmaction - INFO - Epoch [54][20/627] lr: 5.388e-01, eta: 1 day, 4:49:02, time: 1.118, data_time: 0.306, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.3067, loss: 3.3067 2020-07-02 06:42:26,364 - mmaction - INFO - Epoch [54][40/627] lr: 5.388e-01, eta: 1 day, 4:48:46, time: 0.811, data_time: 0.008, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.1403, loss: 3.1403 2020-07-02 06:42:42,509 - mmaction - INFO - Epoch [54][60/627] lr: 5.388e-01, eta: 1 day, 4:48:29, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.0873, loss: 3.0873 2020-07-02 06:42:58,673 - mmaction - INFO - Epoch [54][80/627] lr: 5.388e-01, eta: 1 day, 4:48:12, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2789, loss: 3.2789 2020-07-02 06:43:15,184 - mmaction - INFO - Epoch [54][100/627] lr: 5.388e-01, eta: 1 day, 4:47:56, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0349, loss: 3.0349 2020-07-02 06:43:31,291 - mmaction - INFO - Epoch [54][120/627] lr: 5.388e-01, eta: 1 day, 4:47:39, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 3.0855, loss: 3.0855 2020-07-02 06:43:47,425 - mmaction - INFO - Epoch [54][140/627] lr: 5.388e-01, eta: 1 day, 4:47:22, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5188, loss_cls: 3.2594, loss: 3.2594 2020-07-02 06:44:03,581 - mmaction - INFO - Epoch [54][160/627] lr: 5.388e-01, eta: 1 day, 4:47:05, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.0261, loss: 3.0261 2020-07-02 06:44:19,736 - mmaction - INFO - Epoch [54][180/627] lr: 5.388e-01, eta: 1 day, 4:46:49, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1461, loss: 3.1461 2020-07-02 06:44:35,910 - mmaction - INFO - Epoch [54][200/627] lr: 5.388e-01, eta: 1 day, 4:46:32, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0810, loss: 3.0810 2020-07-02 06:44:51,955 - mmaction - INFO - Epoch [54][220/627] lr: 5.388e-01, eta: 1 day, 4:46:14, time: 0.803, data_time: 0.004, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.0618, loss: 3.0618 2020-07-02 06:45:08,209 - mmaction - INFO - Epoch [54][240/627] lr: 5.388e-01, eta: 1 day, 4:45:58, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6156, loss_cls: 3.0312, loss: 3.0312 2020-07-02 06:45:24,394 - mmaction - INFO - Epoch [54][260/627] lr: 5.388e-01, eta: 1 day, 4:45:41, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.0754, loss: 3.0754 2020-07-02 06:45:40,594 - mmaction - INFO - Epoch [54][280/627] lr: 5.388e-01, eta: 1 day, 4:45:24, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0851, loss: 3.0851 2020-07-02 06:45:56,716 - mmaction - INFO - Epoch [54][300/627] lr: 5.388e-01, eta: 1 day, 4:45:08, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1526, loss: 3.1526 2020-07-02 06:46:12,857 - mmaction - INFO - Epoch [54][320/627] lr: 5.388e-01, eta: 1 day, 4:44:50, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2664, loss: 3.2664 2020-07-02 06:46:28,963 - mmaction - INFO - Epoch [54][340/627] lr: 5.388e-01, eta: 1 day, 4:44:34, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1794, loss: 3.1794 2020-07-02 06:46:45,121 - mmaction - INFO - Epoch [54][360/627] lr: 5.388e-01, eta: 1 day, 4:44:17, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.1692, loss: 3.1692 2020-07-02 06:47:01,319 - mmaction - INFO - Epoch [54][380/627] lr: 5.388e-01, eta: 1 day, 4:44:00, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2654, loss: 3.2654 2020-07-02 06:47:17,473 - mmaction - INFO - Epoch [54][400/627] lr: 5.388e-01, eta: 1 day, 4:43:43, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3664, loss: 3.3664 2020-07-02 06:47:33,576 - mmaction - INFO - Epoch [54][420/627] lr: 5.388e-01, eta: 1 day, 4:43:26, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2383, loss: 3.2383 2020-07-02 06:47:49,654 - mmaction - INFO - Epoch [54][440/627] lr: 5.388e-01, eta: 1 day, 4:43:09, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2437, top5_acc: 0.5406, loss_cls: 3.4453, loss: 3.4453 2020-07-02 06:48:05,848 - mmaction - INFO - Epoch [54][460/627] lr: 5.388e-01, eta: 1 day, 4:42:52, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5219, loss_cls: 3.2596, loss: 3.2596 2020-07-02 06:48:22,014 - mmaction - INFO - Epoch [54][480/627] lr: 5.388e-01, eta: 1 day, 4:42:35, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0842, loss: 3.0842 2020-07-02 06:48:38,231 - mmaction - INFO - Epoch [54][500/627] lr: 5.388e-01, eta: 1 day, 4:42:19, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2097, loss: 3.2097 2020-07-02 06:48:54,336 - mmaction - INFO - Epoch [54][520/627] lr: 5.388e-01, eta: 1 day, 4:42:02, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2982, loss: 3.2982 2020-07-02 06:49:10,512 - mmaction - INFO - Epoch [54][540/627] lr: 5.388e-01, eta: 1 day, 4:41:45, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0786, loss: 3.0786 2020-07-02 06:49:26,607 - mmaction - INFO - Epoch [54][560/627] lr: 5.388e-01, eta: 1 day, 4:41:28, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5250, loss_cls: 3.2103, loss: 3.2103 2020-07-02 06:49:42,679 - mmaction - INFO - Epoch [54][580/627] lr: 5.388e-01, eta: 1 day, 4:41:11, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2867, loss: 3.2867 2020-07-02 06:49:58,742 - mmaction - INFO - Epoch [54][600/627] lr: 5.388e-01, eta: 1 day, 4:40:54, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2546, loss: 3.2546 2020-07-02 06:50:14,788 - mmaction - INFO - Epoch [54][620/627] lr: 5.388e-01, eta: 1 day, 4:40:36, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.8417, loss: 2.8417 2020-07-02 06:50:42,423 - mmaction - INFO - Epoch [55][20/627] lr: 5.365e-01, eta: 1 day, 4:40:15, time: 1.114, data_time: 0.291, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1983, loss: 3.1983 2020-07-02 06:50:58,684 - mmaction - INFO - Epoch [55][40/627] lr: 5.365e-01, eta: 1 day, 4:39:59, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.5121, loss: 3.5121 2020-07-02 06:51:14,870 - mmaction - INFO - Epoch [55][60/627] lr: 5.365e-01, eta: 1 day, 4:39:42, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0637, loss: 3.0637 2020-07-02 06:51:30,998 - mmaction - INFO - Epoch [55][80/627] lr: 5.365e-01, eta: 1 day, 4:39:25, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3095, loss: 3.3095 2020-07-02 06:51:47,116 - mmaction - INFO - Epoch [55][100/627] lr: 5.365e-01, eta: 1 day, 4:39:08, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.9147, loss: 2.9147 2020-07-02 06:52:03,265 - mmaction - INFO - Epoch [55][120/627] lr: 5.365e-01, eta: 1 day, 4:38:51, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.0285, loss: 3.0285 2020-07-02 06:52:19,460 - mmaction - INFO - Epoch [55][140/627] lr: 5.365e-01, eta: 1 day, 4:38:35, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0206, loss: 3.0206 2020-07-02 06:52:35,577 - mmaction - INFO - Epoch [55][160/627] lr: 5.365e-01, eta: 1 day, 4:38:18, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2170, loss: 3.2170 2020-07-02 06:52:51,745 - mmaction - INFO - Epoch [55][180/627] lr: 5.365e-01, eta: 1 day, 4:38:01, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.1443, loss: 3.1443 2020-07-02 06:53:07,971 - mmaction - INFO - Epoch [55][200/627] lr: 5.365e-01, eta: 1 day, 4:37:44, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.2615, loss: 3.2615 2020-07-02 06:53:24,117 - mmaction - INFO - Epoch [55][220/627] lr: 5.365e-01, eta: 1 day, 4:37:27, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1531, loss: 3.1531 2020-07-02 06:53:40,269 - mmaction - INFO - Epoch [55][240/627] lr: 5.365e-01, eta: 1 day, 4:37:11, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2445, loss: 3.2445 2020-07-02 06:53:56,387 - mmaction - INFO - Epoch [55][260/627] lr: 5.365e-01, eta: 1 day, 4:36:54, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9889, loss: 2.9889 2020-07-02 06:54:12,578 - mmaction - INFO - Epoch [55][280/627] lr: 5.365e-01, eta: 1 day, 4:36:37, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1216, loss: 3.1216 2020-07-02 06:54:28,708 - mmaction - INFO - Epoch [55][300/627] lr: 5.365e-01, eta: 1 day, 4:36:20, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0664, loss: 3.0664 2020-07-02 06:54:44,852 - mmaction - INFO - Epoch [55][320/627] lr: 5.365e-01, eta: 1 day, 4:36:03, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0820, loss: 3.0820 2020-07-02 06:55:01,095 - mmaction - INFO - Epoch [55][340/627] lr: 5.365e-01, eta: 1 day, 4:35:47, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.2696, loss: 3.2696 2020-07-02 06:55:17,232 - mmaction - INFO - Epoch [55][360/627] lr: 5.365e-01, eta: 1 day, 4:35:30, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.2982, loss: 3.2982 2020-07-02 06:55:33,492 - mmaction - INFO - Epoch [55][380/627] lr: 5.365e-01, eta: 1 day, 4:35:13, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 2.8977, loss: 2.8977 2020-07-02 06:55:49,568 - mmaction - INFO - Epoch [55][400/627] lr: 5.365e-01, eta: 1 day, 4:34:56, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.1628, loss: 3.1628 2020-07-02 06:56:05,791 - mmaction - INFO - Epoch [55][420/627] lr: 5.365e-01, eta: 1 day, 4:34:40, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1268, loss: 3.1268 2020-07-02 06:56:21,966 - mmaction - INFO - Epoch [55][440/627] lr: 5.365e-01, eta: 1 day, 4:34:23, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3907, loss: 3.3907 2020-07-02 06:56:38,170 - mmaction - INFO - Epoch [55][460/627] lr: 5.365e-01, eta: 1 day, 4:34:06, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1513, loss: 3.1513 2020-07-02 06:56:54,283 - mmaction - INFO - Epoch [55][480/627] lr: 5.365e-01, eta: 1 day, 4:33:49, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1464, loss: 3.1464 2020-07-02 06:57:10,426 - mmaction - INFO - Epoch [55][500/627] lr: 5.365e-01, eta: 1 day, 4:33:32, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.1773, loss: 3.1773 2020-07-02 06:57:26,613 - mmaction - INFO - Epoch [55][520/627] lr: 5.365e-01, eta: 1 day, 4:33:16, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2855, loss: 3.2855 2020-07-02 06:57:43,121 - mmaction - INFO - Epoch [55][540/627] lr: 5.365e-01, eta: 1 day, 4:33:00, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9798, loss: 2.9798 2020-07-02 06:57:59,253 - mmaction - INFO - Epoch [55][560/627] lr: 5.365e-01, eta: 1 day, 4:32:43, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.0360, loss: 3.0360 2020-07-02 06:58:15,424 - mmaction - INFO - Epoch [55][580/627] lr: 5.365e-01, eta: 1 day, 4:32:26, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.1434, loss: 3.1434 2020-07-02 06:58:31,529 - mmaction - INFO - Epoch [55][600/627] lr: 5.365e-01, eta: 1 day, 4:32:09, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9573, loss: 2.9573 2020-07-02 06:58:47,649 - mmaction - INFO - Epoch [55][620/627] lr: 5.365e-01, eta: 1 day, 4:31:52, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.2020, loss: 3.2020 2020-07-02 06:59:15,053 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 06:59:15,924 - mmaction - INFO - top1_acc 0.3034 top5_acc 0.5663 2020-07-02 06:59:15,924 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 06:59:15,981 - mmaction - INFO - mean_acc 0.3031 2020-07-02 06:59:15,991 - mmaction - INFO - Epoch [55][627/627] lr: 5.365e-01, top1_acc: 0.3034, top5_acc: 0.5663, mean_class_accuracy: 0.3031 2020-07-02 06:59:36,792 - mmaction - INFO - Epoch [56][20/627] lr: 5.342e-01, eta: 1 day, 4:31:26, time: 1.039, data_time: 0.219, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0648, loss: 3.0648 2020-07-02 06:59:52,916 - mmaction - INFO - Epoch [56][40/627] lr: 5.342e-01, eta: 1 day, 4:31:09, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.1352, loss: 3.1352 2020-07-02 07:00:16,676 - mmaction - INFO - Epoch [56][60/627] lr: 5.342e-01, eta: 1 day, 4:31:19, time: 1.182, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2814, loss: 3.2814 2020-07-02 07:00:33,019 - mmaction - INFO - Epoch [56][80/627] lr: 5.342e-01, eta: 1 day, 4:31:04, time: 0.821, data_time: 0.012, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9801, loss: 2.9801 2020-07-02 07:00:49,241 - mmaction - INFO - Epoch [56][100/627] lr: 5.342e-01, eta: 1 day, 4:30:47, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.1476, loss: 3.1476 2020-07-02 07:01:05,361 - mmaction - INFO - Epoch [56][120/627] lr: 5.342e-01, eta: 1 day, 4:30:30, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1355, loss: 3.1355 2020-07-02 07:01:21,452 - mmaction - INFO - Epoch [56][140/627] lr: 5.342e-01, eta: 1 day, 4:30:13, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.0990, loss: 3.0990 2020-07-02 07:01:37,652 - mmaction - INFO - Epoch [56][160/627] lr: 5.342e-01, eta: 1 day, 4:29:56, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.1803, loss: 3.1803 2020-07-02 07:01:53,861 - mmaction - INFO - Epoch [56][180/627] lr: 5.342e-01, eta: 1 day, 4:29:40, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.2200, loss: 3.2200 2020-07-02 07:02:10,032 - mmaction - INFO - Epoch [56][200/627] lr: 5.342e-01, eta: 1 day, 4:29:23, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3616, loss: 3.3616 2020-07-02 07:02:26,205 - mmaction - INFO - Epoch [56][220/627] lr: 5.342e-01, eta: 1 day, 4:29:06, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.1106, loss: 3.1106 2020-07-02 07:02:42,422 - mmaction - INFO - Epoch [56][240/627] lr: 5.342e-01, eta: 1 day, 4:28:50, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1262, loss: 3.1262 2020-07-02 07:02:58,671 - mmaction - INFO - Epoch [56][260/627] lr: 5.342e-01, eta: 1 day, 4:28:33, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0895, loss: 3.0895 2020-07-02 07:03:14,846 - mmaction - INFO - Epoch [56][280/627] lr: 5.342e-01, eta: 1 day, 4:28:16, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 2.9566, loss: 2.9566 2020-07-02 07:03:30,940 - mmaction - INFO - Epoch [56][300/627] lr: 5.342e-01, eta: 1 day, 4:27:59, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.1193, loss: 3.1193 2020-07-02 07:03:47,074 - mmaction - INFO - Epoch [56][320/627] lr: 5.342e-01, eta: 1 day, 4:27:42, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.3538, loss: 3.3538 2020-07-02 07:04:03,220 - mmaction - INFO - Epoch [56][340/627] lr: 5.342e-01, eta: 1 day, 4:27:25, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9841, loss: 2.9841 2020-07-02 07:04:19,320 - mmaction - INFO - Epoch [56][360/627] lr: 5.342e-01, eta: 1 day, 4:27:08, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.1551, loss: 3.1551 2020-07-02 07:04:35,399 - mmaction - INFO - Epoch [56][380/627] lr: 5.342e-01, eta: 1 day, 4:26:51, time: 0.803, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.1804, loss: 3.1804 2020-07-02 07:04:51,597 - mmaction - INFO - Epoch [56][400/627] lr: 5.342e-01, eta: 1 day, 4:26:35, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.3247, loss: 3.3247 2020-07-02 07:05:07,738 - mmaction - INFO - Epoch [56][420/627] lr: 5.342e-01, eta: 1 day, 4:26:18, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5813, loss_cls: 3.1190, loss: 3.1190 2020-07-02 07:05:23,832 - mmaction - INFO - Epoch [56][440/627] lr: 5.342e-01, eta: 1 day, 4:26:01, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.0869, loss: 3.0869 2020-07-02 07:05:39,957 - mmaction - INFO - Epoch [56][460/627] lr: 5.342e-01, eta: 1 day, 4:25:44, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0793, loss: 3.0793 2020-07-02 07:05:56,092 - mmaction - INFO - Epoch [56][480/627] lr: 5.342e-01, eta: 1 day, 4:25:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.2630, loss: 3.2630 2020-07-02 07:06:12,254 - mmaction - INFO - Epoch [56][500/627] lr: 5.342e-01, eta: 1 day, 4:25:10, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.3313, loss: 3.3313 2020-07-02 07:06:28,442 - mmaction - INFO - Epoch [56][520/627] lr: 5.342e-01, eta: 1 day, 4:24:53, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.9582, loss: 2.9582 2020-07-02 07:06:44,609 - mmaction - INFO - Epoch [56][540/627] lr: 5.342e-01, eta: 1 day, 4:24:37, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5969, loss_cls: 3.1681, loss: 3.1681 2020-07-02 07:07:00,759 - mmaction - INFO - Epoch [56][560/627] lr: 5.342e-01, eta: 1 day, 4:24:20, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0370, loss: 3.0370 2020-07-02 07:07:17,195 - mmaction - INFO - Epoch [56][580/627] lr: 5.342e-01, eta: 1 day, 4:24:04, time: 0.823, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1573, loss: 3.1573 2020-07-02 07:07:33,314 - mmaction - INFO - Epoch [56][600/627] lr: 5.342e-01, eta: 1 day, 4:23:47, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1657, loss: 3.1657 2020-07-02 07:07:49,369 - mmaction - INFO - Epoch [56][620/627] lr: 5.342e-01, eta: 1 day, 4:23:30, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5938, loss_cls: 3.1190, loss: 3.1190 2020-07-02 07:07:54,666 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-02 07:08:20,241 - mmaction - INFO - Epoch [57][20/627] lr: 5.319e-01, eta: 1 day, 4:23:17, time: 1.225, data_time: 0.365, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9555, loss: 2.9555 2020-07-02 07:08:36,367 - mmaction - INFO - Epoch [57][40/627] lr: 5.319e-01, eta: 1 day, 4:23:00, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5281, loss_cls: 3.2183, loss: 3.2183 2020-07-02 07:08:52,573 - mmaction - INFO - Epoch [57][60/627] lr: 5.319e-01, eta: 1 day, 4:22:43, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3370, loss: 3.3370 2020-07-02 07:09:08,681 - mmaction - INFO - Epoch [57][80/627] lr: 5.319e-01, eta: 1 day, 4:22:26, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2139, loss: 3.2139 2020-07-02 07:09:24,819 - mmaction - INFO - Epoch [57][100/627] lr: 5.319e-01, eta: 1 day, 4:22:09, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0997, loss: 3.0997 2020-07-02 07:09:41,007 - mmaction - INFO - Epoch [57][120/627] lr: 5.319e-01, eta: 1 day, 4:21:52, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.1799, loss: 3.1799 2020-07-02 07:09:57,127 - mmaction - INFO - Epoch [57][140/627] lr: 5.319e-01, eta: 1 day, 4:21:36, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1172, loss: 3.1172 2020-07-02 07:10:13,276 - mmaction - INFO - Epoch [57][160/627] lr: 5.319e-01, eta: 1 day, 4:21:19, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0375, loss: 3.0375 2020-07-02 07:10:29,502 - mmaction - INFO - Epoch [57][180/627] lr: 5.319e-01, eta: 1 day, 4:21:02, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0380, loss: 3.0380 2020-07-02 07:10:45,628 - mmaction - INFO - Epoch [57][200/627] lr: 5.319e-01, eta: 1 day, 4:20:45, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5531, loss_cls: 3.0306, loss: 3.0306 2020-07-02 07:11:01,757 - mmaction - INFO - Epoch [57][220/627] lr: 5.319e-01, eta: 1 day, 4:20:28, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.3432, loss: 3.3432 2020-07-02 07:11:18,349 - mmaction - INFO - Epoch [57][240/627] lr: 5.319e-01, eta: 1 day, 4:20:13, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 3.0737, loss: 3.0737 2020-07-02 07:11:34,495 - mmaction - INFO - Epoch [57][260/627] lr: 5.319e-01, eta: 1 day, 4:19:56, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5156, loss_cls: 3.2700, loss: 3.2700 2020-07-02 07:11:50,611 - mmaction - INFO - Epoch [57][280/627] lr: 5.319e-01, eta: 1 day, 4:19:39, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.1077, loss: 3.1077 2020-07-02 07:12:06,906 - mmaction - INFO - Epoch [57][300/627] lr: 5.319e-01, eta: 1 day, 4:19:23, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2410, loss: 3.2410 2020-07-02 07:12:23,039 - mmaction - INFO - Epoch [57][320/627] lr: 5.319e-01, eta: 1 day, 4:19:06, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9551, loss: 2.9551 2020-07-02 07:12:39,227 - mmaction - INFO - Epoch [57][340/627] lr: 5.319e-01, eta: 1 day, 4:18:49, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0994, loss: 3.0994 2020-07-02 07:12:55,428 - mmaction - INFO - Epoch [57][360/627] lr: 5.319e-01, eta: 1 day, 4:18:33, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2205, loss: 3.2205 2020-07-02 07:13:11,607 - mmaction - INFO - Epoch [57][380/627] lr: 5.319e-01, eta: 1 day, 4:18:16, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.1445, loss: 3.1445 2020-07-02 07:13:27,771 - mmaction - INFO - Epoch [57][400/627] lr: 5.319e-01, eta: 1 day, 4:17:59, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.1704, loss: 3.1704 2020-07-02 07:13:43,914 - mmaction - INFO - Epoch [57][420/627] lr: 5.319e-01, eta: 1 day, 4:17:42, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.1541, loss: 3.1541 2020-07-02 07:14:00,068 - mmaction - INFO - Epoch [57][440/627] lr: 5.319e-01, eta: 1 day, 4:17:26, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4488, loss: 3.4488 2020-07-02 07:14:16,208 - mmaction - INFO - Epoch [57][460/627] lr: 5.319e-01, eta: 1 day, 4:17:09, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2496, loss: 3.2496 2020-07-02 07:14:32,323 - mmaction - INFO - Epoch [57][480/627] lr: 5.319e-01, eta: 1 day, 4:16:52, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.1899, loss: 3.1899 2020-07-02 07:14:48,479 - mmaction - INFO - Epoch [57][500/627] lr: 5.319e-01, eta: 1 day, 4:16:35, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2621, loss: 3.2621 2020-07-02 07:15:04,674 - mmaction - INFO - Epoch [57][520/627] lr: 5.319e-01, eta: 1 day, 4:16:18, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0943, loss: 3.0943 2020-07-02 07:15:20,809 - mmaction - INFO - Epoch [57][540/627] lr: 5.319e-01, eta: 1 day, 4:16:01, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 3.1010, loss: 3.1010 2020-07-02 07:15:36,978 - mmaction - INFO - Epoch [57][560/627] lr: 5.319e-01, eta: 1 day, 4:15:45, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.2729, loss: 3.2729 2020-07-02 07:15:53,159 - mmaction - INFO - Epoch [57][580/627] lr: 5.319e-01, eta: 1 day, 4:15:28, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0701, loss: 3.0701 2020-07-02 07:16:09,375 - mmaction - INFO - Epoch [57][600/627] lr: 5.319e-01, eta: 1 day, 4:15:11, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5156, loss_cls: 3.4202, loss: 3.4202 2020-07-02 07:16:25,447 - mmaction - INFO - Epoch [57][620/627] lr: 5.319e-01, eta: 1 day, 4:14:54, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9903, loss: 2.9903 2020-07-02 07:16:53,354 - mmaction - INFO - Epoch [58][20/627] lr: 5.296e-01, eta: 1 day, 4:14:34, time: 1.129, data_time: 0.311, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.0963, loss: 3.0963 2020-07-02 07:17:09,504 - mmaction - INFO - Epoch [58][40/627] lr: 5.296e-01, eta: 1 day, 4:14:17, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.8881, loss: 2.8881 2020-07-02 07:17:25,634 - mmaction - INFO - Epoch [58][60/627] lr: 5.296e-01, eta: 1 day, 4:14:01, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.2246, loss: 3.2246 2020-07-02 07:17:41,795 - mmaction - INFO - Epoch [58][80/627] lr: 5.296e-01, eta: 1 day, 4:13:44, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5844, loss_cls: 3.1214, loss: 3.1214 2020-07-02 07:17:58,005 - mmaction - INFO - Epoch [58][100/627] lr: 5.296e-01, eta: 1 day, 4:13:27, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.2553, loss: 3.2553 2020-07-02 07:18:14,128 - mmaction - INFO - Epoch [58][120/627] lr: 5.296e-01, eta: 1 day, 4:13:10, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2046, loss: 3.2046 2020-07-02 07:18:30,277 - mmaction - INFO - Epoch [58][140/627] lr: 5.296e-01, eta: 1 day, 4:12:53, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1771, loss: 3.1771 2020-07-02 07:18:46,475 - mmaction - INFO - Epoch [58][160/627] lr: 5.296e-01, eta: 1 day, 4:12:37, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1989, loss: 3.1989 2020-07-02 07:19:02,716 - mmaction - INFO - Epoch [58][180/627] lr: 5.296e-01, eta: 1 day, 4:12:20, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.0850, loss: 3.0850 2020-07-02 07:19:19,217 - mmaction - INFO - Epoch [58][200/627] lr: 5.296e-01, eta: 1 day, 4:12:05, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 3.0202, loss: 3.0202 2020-07-02 07:19:35,411 - mmaction - INFO - Epoch [58][220/627] lr: 5.296e-01, eta: 1 day, 4:11:48, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.3333, loss: 3.3333 2020-07-02 07:19:51,658 - mmaction - INFO - Epoch [58][240/627] lr: 5.296e-01, eta: 1 day, 4:11:32, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.3035, loss: 3.3035 2020-07-02 07:20:07,831 - mmaction - INFO - Epoch [58][260/627] lr: 5.296e-01, eta: 1 day, 4:11:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6188, loss_cls: 3.1329, loss: 3.1329 2020-07-02 07:20:24,012 - mmaction - INFO - Epoch [58][280/627] lr: 5.296e-01, eta: 1 day, 4:10:58, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.0999, loss: 3.0999 2020-07-02 07:20:40,458 - mmaction - INFO - Epoch [58][300/627] lr: 5.296e-01, eta: 1 day, 4:10:42, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.1946, loss: 3.1946 2020-07-02 07:20:56,652 - mmaction - INFO - Epoch [58][320/627] lr: 5.296e-01, eta: 1 day, 4:10:26, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0077, loss: 3.0077 2020-07-02 07:21:13,088 - mmaction - INFO - Epoch [58][340/627] lr: 5.296e-01, eta: 1 day, 4:10:10, time: 0.823, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1382, loss: 3.1382 2020-07-02 07:21:29,339 - mmaction - INFO - Epoch [58][360/627] lr: 5.296e-01, eta: 1 day, 4:09:53, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.7309, loss: 2.7309 2020-07-02 07:21:45,440 - mmaction - INFO - Epoch [58][380/627] lr: 5.296e-01, eta: 1 day, 4:09:36, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2079, loss: 3.2079 2020-07-02 07:22:01,563 - mmaction - INFO - Epoch [58][400/627] lr: 5.296e-01, eta: 1 day, 4:09:20, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.1848, loss: 3.1848 2020-07-02 07:22:17,672 - mmaction - INFO - Epoch [58][420/627] lr: 5.296e-01, eta: 1 day, 4:09:02, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0693, loss: 3.0693 2020-07-02 07:22:34,110 - mmaction - INFO - Epoch [58][440/627] lr: 5.296e-01, eta: 1 day, 4:08:47, time: 0.822, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2977, loss: 3.2977 2020-07-02 07:22:50,245 - mmaction - INFO - Epoch [58][460/627] lr: 5.296e-01, eta: 1 day, 4:08:30, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0674, loss: 3.0674 2020-07-02 07:23:06,369 - mmaction - INFO - Epoch [58][480/627] lr: 5.296e-01, eta: 1 day, 4:08:13, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5594, loss_cls: 3.0547, loss: 3.0547 2020-07-02 07:23:22,458 - mmaction - INFO - Epoch [58][500/627] lr: 5.296e-01, eta: 1 day, 4:07:56, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0326, loss: 3.0326 2020-07-02 07:23:38,954 - mmaction - INFO - Epoch [58][520/627] lr: 5.296e-01, eta: 1 day, 4:07:40, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9580, loss: 2.9580 2020-07-02 07:23:55,131 - mmaction - INFO - Epoch [58][540/627] lr: 5.296e-01, eta: 1 day, 4:07:24, time: 0.809, data_time: 0.000, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5844, loss_cls: 3.2426, loss: 3.2426 2020-07-02 07:24:11,239 - mmaction - INFO - Epoch [58][560/627] lr: 5.296e-01, eta: 1 day, 4:07:07, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9566, loss: 2.9566 2020-07-02 07:24:27,376 - mmaction - INFO - Epoch [58][580/627] lr: 5.296e-01, eta: 1 day, 4:06:50, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1752, loss: 3.1752 2020-07-02 07:24:43,531 - mmaction - INFO - Epoch [58][600/627] lr: 5.296e-01, eta: 1 day, 4:06:33, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.1027, loss: 3.1027 2020-07-02 07:24:59,672 - mmaction - INFO - Epoch [58][620/627] lr: 5.296e-01, eta: 1 day, 4:06:16, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1830, loss: 3.1830 2020-07-02 07:25:27,404 - mmaction - INFO - Epoch [59][20/627] lr: 5.272e-01, eta: 1 day, 4:05:56, time: 1.122, data_time: 0.301, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1588, loss: 3.1588 2020-07-02 07:25:43,531 - mmaction - INFO - Epoch [59][40/627] lr: 5.272e-01, eta: 1 day, 4:05:39, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6438, loss_cls: 2.8830, loss: 2.8830 2020-07-02 07:25:59,768 - mmaction - INFO - Epoch [59][60/627] lr: 5.272e-01, eta: 1 day, 4:05:22, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1323, loss: 3.1323 2020-07-02 07:26:15,895 - mmaction - INFO - Epoch [59][80/627] lr: 5.272e-01, eta: 1 day, 4:05:05, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2571, loss: 3.2571 2020-07-02 07:26:32,036 - mmaction - INFO - Epoch [59][100/627] lr: 5.272e-01, eta: 1 day, 4:04:48, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3285, loss: 3.3285 2020-07-02 07:26:48,146 - mmaction - INFO - Epoch [59][120/627] lr: 5.272e-01, eta: 1 day, 4:04:32, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.3130, loss: 3.3130 2020-07-02 07:27:04,399 - mmaction - INFO - Epoch [59][140/627] lr: 5.272e-01, eta: 1 day, 4:04:15, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1583, loss: 3.1583 2020-07-02 07:27:20,933 - mmaction - INFO - Epoch [59][160/627] lr: 5.272e-01, eta: 1 day, 4:04:00, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1938, loss: 3.1938 2020-07-02 07:27:37,089 - mmaction - INFO - Epoch [59][180/627] lr: 5.272e-01, eta: 1 day, 4:03:43, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6344, loss_cls: 2.9786, loss: 2.9786 2020-07-02 07:27:53,174 - mmaction - INFO - Epoch [59][200/627] lr: 5.272e-01, eta: 1 day, 4:03:26, time: 0.802, data_time: 0.001, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3331, loss: 3.3331 2020-07-02 07:28:09,358 - mmaction - INFO - Epoch [59][220/627] lr: 5.272e-01, eta: 1 day, 4:03:09, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.4009, loss: 3.4009 2020-07-02 07:28:25,502 - mmaction - INFO - Epoch [59][240/627] lr: 5.272e-01, eta: 1 day, 4:02:52, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0286, loss: 3.0286 2020-07-02 07:28:41,641 - mmaction - INFO - Epoch [59][260/627] lr: 5.272e-01, eta: 1 day, 4:02:35, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.3646, loss: 3.3646 2020-07-02 07:28:57,802 - mmaction - INFO - Epoch [59][280/627] lr: 5.272e-01, eta: 1 day, 4:02:19, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.8140, loss: 2.8140 2020-07-02 07:29:13,965 - mmaction - INFO - Epoch [59][300/627] lr: 5.272e-01, eta: 1 day, 4:02:02, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0349, loss: 3.0349 2020-07-02 07:29:30,116 - mmaction - INFO - Epoch [59][320/627] lr: 5.272e-01, eta: 1 day, 4:01:45, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1723, loss: 3.1723 2020-07-02 07:29:46,288 - mmaction - INFO - Epoch [59][340/627] lr: 5.272e-01, eta: 1 day, 4:01:28, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.3569, loss: 3.3569 2020-07-02 07:30:02,456 - mmaction - INFO - Epoch [59][360/627] lr: 5.272e-01, eta: 1 day, 4:01:12, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9309, loss: 2.9309 2020-07-02 07:30:18,635 - mmaction - INFO - Epoch [59][380/627] lr: 5.272e-01, eta: 1 day, 4:00:55, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 3.0497, loss: 3.0497 2020-07-02 07:30:34,734 - mmaction - INFO - Epoch [59][400/627] lr: 5.272e-01, eta: 1 day, 4:00:38, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.1779, loss: 3.1779 2020-07-02 07:30:50,838 - mmaction - INFO - Epoch [59][420/627] lr: 5.272e-01, eta: 1 day, 4:00:21, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.1139, loss: 3.1139 2020-07-02 07:31:07,002 - mmaction - INFO - Epoch [59][440/627] lr: 5.272e-01, eta: 1 day, 4:00:04, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.3047, loss: 3.3047 2020-07-02 07:31:23,167 - mmaction - INFO - Epoch [59][460/627] lr: 5.272e-01, eta: 1 day, 3:59:48, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2838, loss: 3.2838 2020-07-02 07:31:39,341 - mmaction - INFO - Epoch [59][480/627] lr: 5.272e-01, eta: 1 day, 3:59:31, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9871, loss: 2.9871 2020-07-02 07:31:55,560 - mmaction - INFO - Epoch [59][500/627] lr: 5.272e-01, eta: 1 day, 3:59:14, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.1976, loss: 3.1976 2020-07-02 07:32:11,676 - mmaction - INFO - Epoch [59][520/627] lr: 5.272e-01, eta: 1 day, 3:58:57, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0053, loss: 3.0053 2020-07-02 07:32:27,924 - mmaction - INFO - Epoch [59][540/627] lr: 5.272e-01, eta: 1 day, 3:58:41, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.1739, loss: 3.1739 2020-07-02 07:32:44,111 - mmaction - INFO - Epoch [59][560/627] lr: 5.272e-01, eta: 1 day, 3:58:24, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 2.9940, loss: 2.9940 2020-07-02 07:33:00,307 - mmaction - INFO - Epoch [59][580/627] lr: 5.272e-01, eta: 1 day, 3:58:08, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.0827, loss: 3.0827 2020-07-02 07:33:16,523 - mmaction - INFO - Epoch [59][600/627] lr: 5.272e-01, eta: 1 day, 3:57:51, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9590, loss: 2.9590 2020-07-02 07:33:32,564 - mmaction - INFO - Epoch [59][620/627] lr: 5.272e-01, eta: 1 day, 3:57:34, time: 0.802, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1888, loss: 3.1888 2020-07-02 07:34:00,337 - mmaction - INFO - Epoch [60][20/627] lr: 5.247e-01, eta: 1 day, 3:57:13, time: 1.123, data_time: 0.296, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.1357, loss: 3.1357 2020-07-02 07:34:16,435 - mmaction - INFO - Epoch [60][40/627] lr: 5.247e-01, eta: 1 day, 3:56:57, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6312, loss_cls: 2.9513, loss: 2.9513 2020-07-02 07:34:32,577 - mmaction - INFO - Epoch [60][60/627] lr: 5.247e-01, eta: 1 day, 3:56:40, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2308, loss: 3.2308 2020-07-02 07:34:48,670 - mmaction - INFO - Epoch [60][80/627] lr: 5.247e-01, eta: 1 day, 3:56:23, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2158, loss: 3.2158 2020-07-02 07:35:04,903 - mmaction - INFO - Epoch [60][100/627] lr: 5.247e-01, eta: 1 day, 3:56:06, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.2549, loss: 3.2549 2020-07-02 07:35:21,069 - mmaction - INFO - Epoch [60][120/627] lr: 5.247e-01, eta: 1 day, 3:55:49, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0768, loss: 3.0768 2020-07-02 07:35:37,190 - mmaction - INFO - Epoch [60][140/627] lr: 5.247e-01, eta: 1 day, 3:55:33, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9978, loss: 2.9978 2020-07-02 07:35:53,344 - mmaction - INFO - Epoch [60][160/627] lr: 5.247e-01, eta: 1 day, 3:55:16, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.2075, loss: 3.2075 2020-07-02 07:36:09,446 - mmaction - INFO - Epoch [60][180/627] lr: 5.247e-01, eta: 1 day, 3:54:59, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5719, loss_cls: 3.1589, loss: 3.1589 2020-07-02 07:36:25,531 - mmaction - INFO - Epoch [60][200/627] lr: 5.247e-01, eta: 1 day, 3:54:42, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9637, loss: 2.9637 2020-07-02 07:36:41,669 - mmaction - INFO - Epoch [60][220/627] lr: 5.247e-01, eta: 1 day, 3:54:25, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3496, loss: 3.3496 2020-07-02 07:36:57,867 - mmaction - INFO - Epoch [60][240/627] lr: 5.247e-01, eta: 1 day, 3:54:08, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0539, loss: 3.0539 2020-07-02 07:37:13,976 - mmaction - INFO - Epoch [60][260/627] lr: 5.247e-01, eta: 1 day, 3:53:52, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1267, loss: 3.1267 2020-07-02 07:37:30,073 - mmaction - INFO - Epoch [60][280/627] lr: 5.247e-01, eta: 1 day, 3:53:35, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.0533, loss: 3.0533 2020-07-02 07:37:46,293 - mmaction - INFO - Epoch [60][300/627] lr: 5.247e-01, eta: 1 day, 3:53:18, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.2192, loss: 3.2192 2020-07-02 07:38:02,402 - mmaction - INFO - Epoch [60][320/627] lr: 5.247e-01, eta: 1 day, 3:53:01, time: 0.805, data_time: 0.004, memory: 11095, top1_acc: 0.3000, top5_acc: 0.6000, loss_cls: 3.0701, loss: 3.0701 2020-07-02 07:38:18,498 - mmaction - INFO - Epoch [60][340/627] lr: 5.247e-01, eta: 1 day, 3:52:44, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5469, loss_cls: 3.1756, loss: 3.1756 2020-07-02 07:38:34,631 - mmaction - INFO - Epoch [60][360/627] lr: 5.247e-01, eta: 1 day, 3:52:27, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9850, loss: 2.9850 2020-07-02 07:38:50,823 - mmaction - INFO - Epoch [60][380/627] lr: 5.247e-01, eta: 1 day, 3:52:11, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5500, loss_cls: 3.1561, loss: 3.1561 2020-07-02 07:39:06,955 - mmaction - INFO - Epoch [60][400/627] lr: 5.247e-01, eta: 1 day, 3:51:54, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 3.0346, loss: 3.0346 2020-07-02 07:39:23,401 - mmaction - INFO - Epoch [60][420/627] lr: 5.247e-01, eta: 1 day, 3:51:38, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0957, loss: 3.0957 2020-07-02 07:39:39,511 - mmaction - INFO - Epoch [60][440/627] lr: 5.247e-01, eta: 1 day, 3:51:21, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1915, loss: 3.1915 2020-07-02 07:39:55,574 - mmaction - INFO - Epoch [60][460/627] lr: 5.247e-01, eta: 1 day, 3:51:04, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5500, loss_cls: 3.1678, loss: 3.1678 2020-07-02 07:40:11,704 - mmaction - INFO - Epoch [60][480/627] lr: 5.247e-01, eta: 1 day, 3:50:47, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.1223, loss: 3.1223 2020-07-02 07:40:27,900 - mmaction - INFO - Epoch [60][500/627] lr: 5.247e-01, eta: 1 day, 3:50:31, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 3.0571, loss: 3.0571 2020-07-02 07:40:44,038 - mmaction - INFO - Epoch [60][520/627] lr: 5.247e-01, eta: 1 day, 3:50:14, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1247, loss: 3.1247 2020-07-02 07:41:00,181 - mmaction - INFO - Epoch [60][540/627] lr: 5.247e-01, eta: 1 day, 3:49:57, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1109, loss: 3.1109 2020-07-02 07:41:16,305 - mmaction - INFO - Epoch [60][560/627] lr: 5.247e-01, eta: 1 day, 3:49:40, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.1882, loss: 3.1882 2020-07-02 07:41:32,376 - mmaction - INFO - Epoch [60][580/627] lr: 5.247e-01, eta: 1 day, 3:49:23, time: 0.803, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5656, loss_cls: 3.0792, loss: 3.0792 2020-07-02 07:41:48,533 - mmaction - INFO - Epoch [60][600/627] lr: 5.247e-01, eta: 1 day, 3:49:06, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.2305, loss: 3.2305 2020-07-02 07:42:04,605 - mmaction - INFO - Epoch [60][620/627] lr: 5.247e-01, eta: 1 day, 3:48:49, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1328, loss: 3.1328 2020-07-02 07:42:09,711 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-02 07:42:32,407 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 07:42:33,280 - mmaction - INFO - top1_acc 0.3190 top5_acc 0.5871 2020-07-02 07:42:33,281 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 07:42:33,347 - mmaction - INFO - mean_acc 0.3188 2020-07-02 07:42:33,356 - mmaction - INFO - Epoch [60][627/627] lr: 5.247e-01, top1_acc: 0.3190, top5_acc: 0.5871, mean_class_accuracy: 0.3188 2020-07-02 07:42:54,209 - mmaction - INFO - Epoch [61][20/627] lr: 5.223e-01, eta: 1 day, 3:48:24, time: 1.041, data_time: 0.227, memory: 11095, top1_acc: 0.3812, top5_acc: 0.5969, loss_cls: 2.9444, loss: 2.9444 2020-07-02 07:43:10,319 - mmaction - INFO - Epoch [61][40/627] lr: 5.223e-01, eta: 1 day, 3:48:07, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2586, loss: 3.2586 2020-07-02 07:43:26,457 - mmaction - INFO - Epoch [61][60/627] lr: 5.223e-01, eta: 1 day, 3:47:50, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9565, loss: 2.9565 2020-07-02 07:43:42,958 - mmaction - INFO - Epoch [61][80/627] lr: 5.223e-01, eta: 1 day, 3:47:34, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3689, loss: 3.3689 2020-07-02 07:43:59,099 - mmaction - INFO - Epoch [61][100/627] lr: 5.223e-01, eta: 1 day, 3:47:17, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2100, loss: 3.2100 2020-07-02 07:44:15,263 - mmaction - INFO - Epoch [61][120/627] lr: 5.223e-01, eta: 1 day, 3:47:01, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1696, loss: 3.1696 2020-07-02 07:44:31,462 - mmaction - INFO - Epoch [61][140/627] lr: 5.223e-01, eta: 1 day, 3:46:44, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.3206, loss: 3.3206 2020-07-02 07:44:48,074 - mmaction - INFO - Epoch [61][160/627] lr: 5.223e-01, eta: 1 day, 3:46:29, time: 0.832, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0099, loss: 3.0099 2020-07-02 07:45:04,175 - mmaction - INFO - Epoch [61][180/627] lr: 5.223e-01, eta: 1 day, 3:46:12, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0788, loss: 3.0788 2020-07-02 07:45:20,363 - mmaction - INFO - Epoch [61][200/627] lr: 5.223e-01, eta: 1 day, 3:45:55, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.6000, loss_cls: 3.1122, loss: 3.1122 2020-07-02 07:45:36,526 - mmaction - INFO - Epoch [61][220/627] lr: 5.223e-01, eta: 1 day, 3:45:39, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.2949, loss: 3.2949 2020-07-02 07:45:52,641 - mmaction - INFO - Epoch [61][240/627] lr: 5.223e-01, eta: 1 day, 3:45:22, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9649, loss: 2.9649 2020-07-02 07:46:08,774 - mmaction - INFO - Epoch [61][260/627] lr: 5.223e-01, eta: 1 day, 3:45:05, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.1793, loss: 3.1793 2020-07-02 07:46:24,930 - mmaction - INFO - Epoch [61][280/627] lr: 5.223e-01, eta: 1 day, 3:44:48, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.4178, loss: 3.4178 2020-07-02 07:46:41,229 - mmaction - INFO - Epoch [61][300/627] lr: 5.223e-01, eta: 1 day, 3:44:32, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0721, loss: 3.0721 2020-07-02 07:46:57,304 - mmaction - INFO - Epoch [61][320/627] lr: 5.223e-01, eta: 1 day, 3:44:15, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2065, loss: 3.2065 2020-07-02 07:47:13,820 - mmaction - INFO - Epoch [61][340/627] lr: 5.223e-01, eta: 1 day, 3:43:59, time: 0.824, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0223, loss: 3.0223 2020-07-02 07:47:29,910 - mmaction - INFO - Epoch [61][360/627] lr: 5.223e-01, eta: 1 day, 3:43:42, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2562, top5_acc: 0.5437, loss_cls: 3.2383, loss: 3.2383 2020-07-02 07:47:46,102 - mmaction - INFO - Epoch [61][380/627] lr: 5.223e-01, eta: 1 day, 3:43:26, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.2017, loss: 3.2017 2020-07-02 07:48:02,260 - mmaction - INFO - Epoch [61][400/627] lr: 5.223e-01, eta: 1 day, 3:43:09, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1826, loss: 3.1826 2020-07-02 07:48:18,410 - mmaction - INFO - Epoch [61][420/627] lr: 5.223e-01, eta: 1 day, 3:42:52, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5687, loss_cls: 3.1613, loss: 3.1613 2020-07-02 07:48:34,576 - mmaction - INFO - Epoch [61][440/627] lr: 5.223e-01, eta: 1 day, 3:42:36, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0126, loss: 3.0126 2020-07-02 07:48:50,692 - mmaction - INFO - Epoch [61][460/627] lr: 5.223e-01, eta: 1 day, 3:42:19, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1885, loss: 3.1885 2020-07-02 07:49:06,869 - mmaction - INFO - Epoch [61][480/627] lr: 5.223e-01, eta: 1 day, 3:42:02, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0147, loss: 3.0147 2020-07-02 07:49:22,991 - mmaction - INFO - Epoch [61][500/627] lr: 5.223e-01, eta: 1 day, 3:41:45, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1194, loss: 3.1194 2020-07-02 07:49:39,165 - mmaction - INFO - Epoch [61][520/627] lr: 5.223e-01, eta: 1 day, 3:41:29, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0268, loss: 3.0268 2020-07-02 07:49:55,314 - mmaction - INFO - Epoch [61][540/627] lr: 5.223e-01, eta: 1 day, 3:41:12, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 3.0374, loss: 3.0374 2020-07-02 07:50:11,468 - mmaction - INFO - Epoch [61][560/627] lr: 5.223e-01, eta: 1 day, 3:40:55, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1925, loss: 3.1925 2020-07-02 07:50:27,975 - mmaction - INFO - Epoch [61][580/627] lr: 5.223e-01, eta: 1 day, 3:40:39, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.3708, loss: 3.3708 2020-07-02 07:50:44,122 - mmaction - INFO - Epoch [61][600/627] lr: 5.223e-01, eta: 1 day, 3:40:23, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1752, loss: 3.1752 2020-07-02 07:51:00,311 - mmaction - INFO - Epoch [61][620/627] lr: 5.223e-01, eta: 1 day, 3:40:06, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0049, loss: 3.0049 2020-07-02 07:51:28,480 - mmaction - INFO - Epoch [62][20/627] lr: 5.198e-01, eta: 1 day, 3:39:47, time: 1.143, data_time: 0.295, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1454, loss: 3.1454 2020-07-02 07:51:44,698 - mmaction - INFO - Epoch [62][40/627] lr: 5.198e-01, eta: 1 day, 3:39:30, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2518, loss: 3.2518 2020-07-02 07:52:00,827 - mmaction - INFO - Epoch [62][60/627] lr: 5.198e-01, eta: 1 day, 3:39:13, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0263, loss: 3.0263 2020-07-02 07:52:16,963 - mmaction - INFO - Epoch [62][80/627] lr: 5.198e-01, eta: 1 day, 3:38:57, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1816, loss: 3.1816 2020-07-02 07:52:33,111 - mmaction - INFO - Epoch [62][100/627] lr: 5.198e-01, eta: 1 day, 3:38:40, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.3634, loss: 3.3634 2020-07-02 07:52:49,308 - mmaction - INFO - Epoch [62][120/627] lr: 5.198e-01, eta: 1 day, 3:38:23, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.2547, loss: 3.2547 2020-07-02 07:53:05,391 - mmaction - INFO - Epoch [62][140/627] lr: 5.198e-01, eta: 1 day, 3:38:06, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2791, loss: 3.2791 2020-07-02 07:53:21,852 - mmaction - INFO - Epoch [62][160/627] lr: 5.198e-01, eta: 1 day, 3:37:51, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2608, loss: 3.2608 2020-07-02 07:53:38,418 - mmaction - INFO - Epoch [62][180/627] lr: 5.198e-01, eta: 1 day, 3:37:35, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5312, loss_cls: 3.2628, loss: 3.2628 2020-07-02 07:53:54,614 - mmaction - INFO - Epoch [62][200/627] lr: 5.198e-01, eta: 1 day, 3:37:19, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0845, loss: 3.0845 2020-07-02 07:54:10,802 - mmaction - INFO - Epoch [62][220/627] lr: 5.198e-01, eta: 1 day, 3:37:02, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0121, loss: 3.0121 2020-07-02 07:54:26,997 - mmaction - INFO - Epoch [62][240/627] lr: 5.198e-01, eta: 1 day, 3:36:45, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0004, loss: 3.0004 2020-07-02 07:54:43,149 - mmaction - INFO - Epoch [62][260/627] lr: 5.198e-01, eta: 1 day, 3:36:29, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 3.0351, loss: 3.0351 2020-07-02 07:54:59,591 - mmaction - INFO - Epoch [62][280/627] lr: 5.198e-01, eta: 1 day, 3:36:13, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5344, loss_cls: 3.3258, loss: 3.3258 2020-07-02 07:55:15,799 - mmaction - INFO - Epoch [62][300/627] lr: 5.198e-01, eta: 1 day, 3:35:56, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.0436, loss: 3.0436 2020-07-02 07:55:31,891 - mmaction - INFO - Epoch [62][320/627] lr: 5.198e-01, eta: 1 day, 3:35:39, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.2945, loss: 3.2945 2020-07-02 07:55:48,117 - mmaction - INFO - Epoch [62][340/627] lr: 5.198e-01, eta: 1 day, 3:35:23, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0746, loss: 3.0746 2020-07-02 07:56:04,250 - mmaction - INFO - Epoch [62][360/627] lr: 5.198e-01, eta: 1 day, 3:35:06, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1355, loss: 3.1355 2020-07-02 07:56:20,373 - mmaction - INFO - Epoch [62][380/627] lr: 5.198e-01, eta: 1 day, 3:34:49, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0390, loss: 3.0390 2020-07-02 07:56:36,799 - mmaction - INFO - Epoch [62][400/627] lr: 5.198e-01, eta: 1 day, 3:34:33, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2007, loss: 3.2007 2020-07-02 07:56:52,888 - mmaction - INFO - Epoch [62][420/627] lr: 5.198e-01, eta: 1 day, 3:34:16, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 3.0657, loss: 3.0657 2020-07-02 07:57:09,424 - mmaction - INFO - Epoch [62][440/627] lr: 5.198e-01, eta: 1 day, 3:34:01, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0779, loss: 3.0779 2020-07-02 07:57:25,555 - mmaction - INFO - Epoch [62][460/627] lr: 5.198e-01, eta: 1 day, 3:33:44, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 2.9820, loss: 2.9820 2020-07-02 07:57:41,741 - mmaction - INFO - Epoch [62][480/627] lr: 5.198e-01, eta: 1 day, 3:33:27, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1877, loss: 3.1877 2020-07-02 07:57:58,222 - mmaction - INFO - Epoch [62][500/627] lr: 5.198e-01, eta: 1 day, 3:33:12, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1195, loss: 3.1195 2020-07-02 07:58:14,475 - mmaction - INFO - Epoch [62][520/627] lr: 5.198e-01, eta: 1 day, 3:32:55, time: 0.812, data_time: 0.008, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5906, loss_cls: 3.0408, loss: 3.0408 2020-07-02 07:58:30,618 - mmaction - INFO - Epoch [62][540/627] lr: 5.198e-01, eta: 1 day, 3:32:39, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2027, loss: 3.2027 2020-07-02 07:58:46,743 - mmaction - INFO - Epoch [62][560/627] lr: 5.198e-01, eta: 1 day, 3:32:22, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0269, loss: 3.0269 2020-07-02 07:59:02,849 - mmaction - INFO - Epoch [62][580/627] lr: 5.198e-01, eta: 1 day, 3:32:05, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0499, loss: 3.0499 2020-07-02 07:59:18,975 - mmaction - INFO - Epoch [62][600/627] lr: 5.198e-01, eta: 1 day, 3:31:48, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.2111, loss: 3.2111 2020-07-02 07:59:35,029 - mmaction - INFO - Epoch [62][620/627] lr: 5.198e-01, eta: 1 day, 3:31:31, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2594, top5_acc: 0.4969, loss_cls: 3.5054, loss: 3.5054 2020-07-02 08:00:08,772 - mmaction - INFO - Epoch [63][20/627] lr: 5.173e-01, eta: 1 day, 3:31:27, time: 1.391, data_time: 0.294, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.1081, loss: 3.1081 2020-07-02 08:00:27,463 - mmaction - INFO - Epoch [63][40/627] lr: 5.173e-01, eta: 1 day, 3:31:21, time: 0.969, data_time: 0.041, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6562, loss_cls: 2.8385, loss: 2.8385 2020-07-02 08:00:43,747 - mmaction - INFO - Epoch [63][60/627] lr: 5.173e-01, eta: 1 day, 3:31:04, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1303, loss: 3.1303 2020-07-02 08:00:59,879 - mmaction - INFO - Epoch [63][80/627] lr: 5.173e-01, eta: 1 day, 3:30:47, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1331, loss: 3.1331 2020-07-02 08:01:16,096 - mmaction - INFO - Epoch [63][100/627] lr: 5.173e-01, eta: 1 day, 3:30:31, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1143, loss: 3.1143 2020-07-02 08:01:32,414 - mmaction - INFO - Epoch [63][120/627] lr: 5.173e-01, eta: 1 day, 3:30:15, time: 0.816, data_time: 0.012, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.1536, loss: 3.1536 2020-07-02 08:01:48,661 - mmaction - INFO - Epoch [63][140/627] lr: 5.173e-01, eta: 1 day, 3:29:58, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1409, loss: 3.1409 2020-07-02 08:02:04,804 - mmaction - INFO - Epoch [63][160/627] lr: 5.173e-01, eta: 1 day, 3:29:41, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.2048, loss: 3.2048 2020-07-02 08:02:21,012 - mmaction - INFO - Epoch [63][180/627] lr: 5.173e-01, eta: 1 day, 3:29:25, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5406, loss_cls: 3.1711, loss: 3.1711 2020-07-02 08:02:37,110 - mmaction - INFO - Epoch [63][200/627] lr: 5.173e-01, eta: 1 day, 3:29:08, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0828, loss: 3.0828 2020-07-02 08:02:53,208 - mmaction - INFO - Epoch [63][220/627] lr: 5.173e-01, eta: 1 day, 3:28:51, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 3.0816, loss: 3.0816 2020-07-02 08:03:09,372 - mmaction - INFO - Epoch [63][240/627] lr: 5.173e-01, eta: 1 day, 3:28:34, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2392, loss: 3.2392 2020-07-02 08:03:25,480 - mmaction - INFO - Epoch [63][260/627] lr: 5.173e-01, eta: 1 day, 3:28:17, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0139, loss: 3.0139 2020-07-02 08:03:41,622 - mmaction - INFO - Epoch [63][280/627] lr: 5.173e-01, eta: 1 day, 3:28:01, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.1582, loss: 3.1582 2020-07-02 08:03:57,717 - mmaction - INFO - Epoch [63][300/627] lr: 5.173e-01, eta: 1 day, 3:27:44, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1208, loss: 3.1208 2020-07-02 08:04:13,877 - mmaction - INFO - Epoch [63][320/627] lr: 5.173e-01, eta: 1 day, 3:27:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.1278, loss: 3.1278 2020-07-02 08:04:29,957 - mmaction - INFO - Epoch [63][340/627] lr: 5.173e-01, eta: 1 day, 3:27:10, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9921, loss: 2.9921 2020-07-02 08:04:46,098 - mmaction - INFO - Epoch [63][360/627] lr: 5.173e-01, eta: 1 day, 3:26:53, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3181, loss: 3.3181 2020-07-02 08:05:02,148 - mmaction - INFO - Epoch [63][380/627] lr: 5.173e-01, eta: 1 day, 3:26:36, time: 0.802, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1641, loss: 3.1641 2020-07-02 08:05:18,250 - mmaction - INFO - Epoch [63][400/627] lr: 5.173e-01, eta: 1 day, 3:26:19, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2184, loss: 3.2184 2020-07-02 08:05:34,369 - mmaction - INFO - Epoch [63][420/627] lr: 5.173e-01, eta: 1 day, 3:26:02, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5687, loss_cls: 3.0283, loss: 3.0283 2020-07-02 08:05:50,481 - mmaction - INFO - Epoch [63][440/627] lr: 5.173e-01, eta: 1 day, 3:25:46, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5250, loss_cls: 3.3509, loss: 3.3509 2020-07-02 08:06:06,591 - mmaction - INFO - Epoch [63][460/627] lr: 5.173e-01, eta: 1 day, 3:25:29, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 2.9714, loss: 2.9714 2020-07-02 08:06:23,024 - mmaction - INFO - Epoch [63][480/627] lr: 5.173e-01, eta: 1 day, 3:25:13, time: 0.820, data_time: 0.001, memory: 11095, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 3.0114, loss: 3.0114 2020-07-02 08:06:39,479 - mmaction - INFO - Epoch [63][500/627] lr: 5.173e-01, eta: 1 day, 3:24:57, time: 0.822, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.8595, loss: 2.8595 2020-07-02 08:06:55,574 - mmaction - INFO - Epoch [63][520/627] lr: 5.173e-01, eta: 1 day, 3:24:40, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1058, loss: 3.1058 2020-07-02 08:07:11,689 - mmaction - INFO - Epoch [63][540/627] lr: 5.173e-01, eta: 1 day, 3:24:23, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1291, loss: 3.1291 2020-07-02 08:07:27,906 - mmaction - INFO - Epoch [63][560/627] lr: 5.173e-01, eta: 1 day, 3:24:07, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1221, loss: 3.1221 2020-07-02 08:07:44,020 - mmaction - INFO - Epoch [63][580/627] lr: 5.173e-01, eta: 1 day, 3:23:50, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1840, loss: 3.1840 2020-07-02 08:08:00,499 - mmaction - INFO - Epoch [63][600/627] lr: 5.173e-01, eta: 1 day, 3:23:34, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.2004, loss: 3.2004 2020-07-02 08:08:16,556 - mmaction - INFO - Epoch [63][620/627] lr: 5.173e-01, eta: 1 day, 3:23:17, time: 0.805, data_time: 0.004, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0349, loss: 3.0349 2020-07-02 08:08:47,142 - mmaction - INFO - Epoch [64][20/627] lr: 5.147e-01, eta: 1 day, 3:23:05, time: 1.264, data_time: 0.420, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5844, loss_cls: 3.0759, loss: 3.0759 2020-07-02 08:09:03,290 - mmaction - INFO - Epoch [64][40/627] lr: 5.147e-01, eta: 1 day, 3:22:49, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 3.0177, loss: 3.0177 2020-07-02 08:09:19,502 - mmaction - INFO - Epoch [64][60/627] lr: 5.147e-01, eta: 1 day, 3:22:32, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.6094, loss_cls: 3.0323, loss: 3.0323 2020-07-02 08:09:35,670 - mmaction - INFO - Epoch [64][80/627] lr: 5.147e-01, eta: 1 day, 3:22:15, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.2964, loss: 3.2964 2020-07-02 08:09:51,766 - mmaction - INFO - Epoch [64][100/627] lr: 5.147e-01, eta: 1 day, 3:21:58, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5938, loss_cls: 3.0878, loss: 3.0878 2020-07-02 08:10:08,018 - mmaction - INFO - Epoch [64][120/627] lr: 5.147e-01, eta: 1 day, 3:21:42, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9503, loss: 2.9503 2020-07-02 08:10:24,145 - mmaction - INFO - Epoch [64][140/627] lr: 5.147e-01, eta: 1 day, 3:21:25, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1591, loss: 3.1591 2020-07-02 08:10:40,352 - mmaction - INFO - Epoch [64][160/627] lr: 5.147e-01, eta: 1 day, 3:21:09, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0476, loss: 3.0476 2020-07-02 08:10:56,490 - mmaction - INFO - Epoch [64][180/627] lr: 5.147e-01, eta: 1 day, 3:20:52, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.2687, loss: 3.2687 2020-07-02 08:11:12,618 - mmaction - INFO - Epoch [64][200/627] lr: 5.147e-01, eta: 1 day, 3:20:35, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1050, loss: 3.1050 2020-07-02 08:11:28,794 - mmaction - INFO - Epoch [64][220/627] lr: 5.147e-01, eta: 1 day, 3:20:18, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0899, loss: 3.0899 2020-07-02 08:11:44,926 - mmaction - INFO - Epoch [64][240/627] lr: 5.147e-01, eta: 1 day, 3:20:01, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9396, loss: 2.9396 2020-07-02 08:12:01,122 - mmaction - INFO - Epoch [64][260/627] lr: 5.147e-01, eta: 1 day, 3:19:45, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2364, loss: 3.2364 2020-07-02 08:12:17,343 - mmaction - INFO - Epoch [64][280/627] lr: 5.147e-01, eta: 1 day, 3:19:28, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9857, loss: 2.9857 2020-07-02 08:12:33,477 - mmaction - INFO - Epoch [64][300/627] lr: 5.147e-01, eta: 1 day, 3:19:12, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9555, loss: 2.9555 2020-07-02 08:12:49,655 - mmaction - INFO - Epoch [64][320/627] lr: 5.147e-01, eta: 1 day, 3:18:55, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0677, loss: 3.0677 2020-07-02 08:13:05,807 - mmaction - INFO - Epoch [64][340/627] lr: 5.147e-01, eta: 1 day, 3:18:38, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.0277, loss: 3.0277 2020-07-02 08:13:21,992 - mmaction - INFO - Epoch [64][360/627] lr: 5.147e-01, eta: 1 day, 3:18:22, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.6000, loss_cls: 3.0137, loss: 3.0137 2020-07-02 08:13:38,494 - mmaction - INFO - Epoch [64][380/627] lr: 5.147e-01, eta: 1 day, 3:18:06, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9798, loss: 2.9798 2020-07-02 08:13:54,649 - mmaction - INFO - Epoch [64][400/627] lr: 5.147e-01, eta: 1 day, 3:17:49, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.2316, loss: 3.2316 2020-07-02 08:14:10,935 - mmaction - INFO - Epoch [64][420/627] lr: 5.147e-01, eta: 1 day, 3:17:33, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9483, loss: 2.9483 2020-07-02 08:14:27,103 - mmaction - INFO - Epoch [64][440/627] lr: 5.147e-01, eta: 1 day, 3:17:16, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2850, loss: 3.2850 2020-07-02 08:14:43,236 - mmaction - INFO - Epoch [64][460/627] lr: 5.147e-01, eta: 1 day, 3:16:59, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.1149, loss: 3.1149 2020-07-02 08:14:59,379 - mmaction - INFO - Epoch [64][480/627] lr: 5.147e-01, eta: 1 day, 3:16:43, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.1872, loss: 3.1872 2020-07-02 08:15:15,563 - mmaction - INFO - Epoch [64][500/627] lr: 5.147e-01, eta: 1 day, 3:16:26, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.2056, loss: 3.2056 2020-07-02 08:15:31,696 - mmaction - INFO - Epoch [64][520/627] lr: 5.147e-01, eta: 1 day, 3:16:09, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5563, loss_cls: 3.1473, loss: 3.1473 2020-07-02 08:15:47,906 - mmaction - INFO - Epoch [64][540/627] lr: 5.147e-01, eta: 1 day, 3:15:53, time: 0.810, data_time: 0.000, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.2186, loss: 3.2186 2020-07-02 08:16:04,049 - mmaction - INFO - Epoch [64][560/627] lr: 5.147e-01, eta: 1 day, 3:15:36, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.2002, loss: 3.2002 2020-07-02 08:16:20,198 - mmaction - INFO - Epoch [64][580/627] lr: 5.147e-01, eta: 1 day, 3:15:19, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.1532, loss: 3.1532 2020-07-02 08:16:36,344 - mmaction - INFO - Epoch [64][600/627] lr: 5.147e-01, eta: 1 day, 3:15:02, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1815, loss: 3.1815 2020-07-02 08:16:52,496 - mmaction - INFO - Epoch [64][620/627] lr: 5.147e-01, eta: 1 day, 3:14:46, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.2006, loss: 3.2006 2020-07-02 08:16:57,779 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-02 08:17:20,280 - mmaction - INFO - Epoch [65][20/627] lr: 5.121e-01, eta: 1 day, 3:14:22, time: 1.075, data_time: 0.249, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5969, loss_cls: 3.0050, loss: 3.0050 2020-07-02 08:17:36,360 - mmaction - INFO - Epoch [65][40/627] lr: 5.121e-01, eta: 1 day, 3:14:05, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.2110, loss: 3.2110 2020-07-02 08:17:52,563 - mmaction - INFO - Epoch [65][60/627] lr: 5.121e-01, eta: 1 day, 3:13:49, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2194, loss: 3.2194 2020-07-02 08:18:08,670 - mmaction - INFO - Epoch [65][80/627] lr: 5.121e-01, eta: 1 day, 3:13:32, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0182, loss: 3.0182 2020-07-02 08:18:24,823 - mmaction - INFO - Epoch [65][100/627] lr: 5.121e-01, eta: 1 day, 3:13:15, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1396, loss: 3.1396 2020-07-02 08:18:41,096 - mmaction - INFO - Epoch [65][120/627] lr: 5.121e-01, eta: 1 day, 3:12:59, time: 0.814, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6156, loss_cls: 3.0348, loss: 3.0348 2020-07-02 08:18:57,270 - mmaction - INFO - Epoch [65][140/627] lr: 5.121e-01, eta: 1 day, 3:12:42, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5500, loss_cls: 3.0940, loss: 3.0940 2020-07-02 08:19:13,455 - mmaction - INFO - Epoch [65][160/627] lr: 5.121e-01, eta: 1 day, 3:12:26, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 3.0575, loss: 3.0575 2020-07-02 08:19:29,681 - mmaction - INFO - Epoch [65][180/627] lr: 5.121e-01, eta: 1 day, 3:12:09, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0453, loss: 3.0453 2020-07-02 08:19:45,812 - mmaction - INFO - Epoch [65][200/627] lr: 5.121e-01, eta: 1 day, 3:11:52, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 3.0208, loss: 3.0208 2020-07-02 08:20:02,043 - mmaction - INFO - Epoch [65][220/627] lr: 5.121e-01, eta: 1 day, 3:11:36, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1676, loss: 3.1676 2020-07-02 08:20:18,180 - mmaction - INFO - Epoch [65][240/627] lr: 5.121e-01, eta: 1 day, 3:11:19, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.1176, loss: 3.1176 2020-07-02 08:20:34,345 - mmaction - INFO - Epoch [65][260/627] lr: 5.121e-01, eta: 1 day, 3:11:02, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.0902, loss: 3.0902 2020-07-02 08:20:50,583 - mmaction - INFO - Epoch [65][280/627] lr: 5.121e-01, eta: 1 day, 3:10:46, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.2065, loss: 3.2065 2020-07-02 08:21:06,768 - mmaction - INFO - Epoch [65][300/627] lr: 5.121e-01, eta: 1 day, 3:10:29, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1044, loss: 3.1044 2020-07-02 08:21:23,161 - mmaction - INFO - Epoch [65][320/627] lr: 5.121e-01, eta: 1 day, 3:10:13, time: 0.819, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 2.9519, loss: 2.9519 2020-07-02 08:21:39,242 - mmaction - INFO - Epoch [65][340/627] lr: 5.121e-01, eta: 1 day, 3:09:56, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0478, loss: 3.0478 2020-07-02 08:21:55,420 - mmaction - INFO - Epoch [65][360/627] lr: 5.121e-01, eta: 1 day, 3:09:40, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2420, loss: 3.2420 2020-07-02 08:22:11,550 - mmaction - INFO - Epoch [65][380/627] lr: 5.121e-01, eta: 1 day, 3:09:23, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.1665, loss: 3.1665 2020-07-02 08:22:27,760 - mmaction - INFO - Epoch [65][400/627] lr: 5.121e-01, eta: 1 day, 3:09:06, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1893, loss: 3.1893 2020-07-02 08:22:43,881 - mmaction - INFO - Epoch [65][420/627] lr: 5.121e-01, eta: 1 day, 3:08:50, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.0713, loss: 3.0713 2020-07-02 08:23:00,053 - mmaction - INFO - Epoch [65][440/627] lr: 5.121e-01, eta: 1 day, 3:08:33, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.0093, loss: 3.0093 2020-07-02 08:23:16,176 - mmaction - INFO - Epoch [65][460/627] lr: 5.121e-01, eta: 1 day, 3:08:16, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5156, loss_cls: 3.2992, loss: 3.2992 2020-07-02 08:23:32,337 - mmaction - INFO - Epoch [65][480/627] lr: 5.121e-01, eta: 1 day, 3:08:00, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9631, loss: 2.9631 2020-07-02 08:23:48,546 - mmaction - INFO - Epoch [65][500/627] lr: 5.121e-01, eta: 1 day, 3:07:43, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 2.9970, loss: 2.9970 2020-07-02 08:24:04,765 - mmaction - INFO - Epoch [65][520/627] lr: 5.121e-01, eta: 1 day, 3:07:26, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.1248, loss: 3.1248 2020-07-02 08:24:20,921 - mmaction - INFO - Epoch [65][540/627] lr: 5.121e-01, eta: 1 day, 3:07:10, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9355, loss: 2.9355 2020-07-02 08:24:37,090 - mmaction - INFO - Epoch [65][560/627] lr: 5.121e-01, eta: 1 day, 3:06:53, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1850, loss: 3.1850 2020-07-02 08:24:53,265 - mmaction - INFO - Epoch [65][580/627] lr: 5.121e-01, eta: 1 day, 3:06:36, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.8989, loss: 2.8989 2020-07-02 08:25:09,389 - mmaction - INFO - Epoch [65][600/627] lr: 5.121e-01, eta: 1 day, 3:06:20, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1598, loss: 3.1598 2020-07-02 08:25:25,635 - mmaction - INFO - Epoch [65][620/627] lr: 5.121e-01, eta: 1 day, 3:06:03, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0546, loss: 3.0546 2020-07-02 08:25:53,722 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 08:25:54,597 - mmaction - INFO - top1_acc 0.3516 top5_acc 0.6252 2020-07-02 08:25:54,597 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 08:25:54,656 - mmaction - INFO - mean_acc 0.3514 2020-07-02 08:25:54,665 - mmaction - INFO - Epoch [65][627/627] lr: 5.121e-01, top1_acc: 0.3516, top5_acc: 0.6252, mean_class_accuracy: 0.3514 2020-07-02 08:26:15,394 - mmaction - INFO - Epoch [66][20/627] lr: 5.095e-01, eta: 1 day, 3:05:38, time: 1.036, data_time: 0.229, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1467, loss: 3.1467 2020-07-02 08:26:31,568 - mmaction - INFO - Epoch [66][40/627] lr: 5.095e-01, eta: 1 day, 3:05:21, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 3.0670, loss: 3.0670 2020-07-02 08:26:47,713 - mmaction - INFO - Epoch [66][60/627] lr: 5.095e-01, eta: 1 day, 3:05:04, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9712, loss: 2.9712 2020-07-02 08:27:03,899 - mmaction - INFO - Epoch [66][80/627] lr: 5.095e-01, eta: 1 day, 3:04:48, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.1212, loss: 3.1212 2020-07-02 08:27:20,062 - mmaction - INFO - Epoch [66][100/627] lr: 5.095e-01, eta: 1 day, 3:04:31, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.3000, loss: 3.3000 2020-07-02 08:27:36,633 - mmaction - INFO - Epoch [66][120/627] lr: 5.095e-01, eta: 1 day, 3:04:15, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1488, loss: 3.1488 2020-07-02 08:27:53,140 - mmaction - INFO - Epoch [66][140/627] lr: 5.095e-01, eta: 1 day, 3:04:00, time: 0.827, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9482, loss: 2.9482 2020-07-02 08:28:09,252 - mmaction - INFO - Epoch [66][160/627] lr: 5.095e-01, eta: 1 day, 3:03:43, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.0579, loss: 3.0579 2020-07-02 08:28:25,437 - mmaction - INFO - Epoch [66][180/627] lr: 5.095e-01, eta: 1 day, 3:03:26, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0713, loss: 3.0713 2020-07-02 08:28:41,634 - mmaction - INFO - Epoch [66][200/627] lr: 5.095e-01, eta: 1 day, 3:03:10, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 3.0306, loss: 3.0306 2020-07-02 08:28:57,825 - mmaction - INFO - Epoch [66][220/627] lr: 5.095e-01, eta: 1 day, 3:02:53, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.2412, loss: 3.2412 2020-07-02 08:29:13,926 - mmaction - INFO - Epoch [66][240/627] lr: 5.095e-01, eta: 1 day, 3:02:36, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0500, loss: 3.0500 2020-07-02 08:29:30,036 - mmaction - INFO - Epoch [66][260/627] lr: 5.095e-01, eta: 1 day, 3:02:20, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1738, loss: 3.1738 2020-07-02 08:29:46,151 - mmaction - INFO - Epoch [66][280/627] lr: 5.095e-01, eta: 1 day, 3:02:03, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9743, loss: 2.9743 2020-07-02 08:30:02,385 - mmaction - INFO - Epoch [66][300/627] lr: 5.095e-01, eta: 1 day, 3:01:46, time: 0.811, data_time: 0.005, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.8902, loss: 2.8902 2020-07-02 08:30:18,526 - mmaction - INFO - Epoch [66][320/627] lr: 5.095e-01, eta: 1 day, 3:01:29, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1230, loss: 3.1230 2020-07-02 08:30:34,716 - mmaction - INFO - Epoch [66][340/627] lr: 5.095e-01, eta: 1 day, 3:01:13, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0336, loss: 3.0336 2020-07-02 08:30:50,789 - mmaction - INFO - Epoch [66][360/627] lr: 5.095e-01, eta: 1 day, 3:00:56, time: 0.802, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0358, loss: 3.0358 2020-07-02 08:31:06,879 - mmaction - INFO - Epoch [66][380/627] lr: 5.095e-01, eta: 1 day, 3:00:39, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.1086, loss: 3.1086 2020-07-02 08:31:23,005 - mmaction - INFO - Epoch [66][400/627] lr: 5.095e-01, eta: 1 day, 3:00:22, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2469, top5_acc: 0.5406, loss_cls: 3.3319, loss: 3.3319 2020-07-02 08:31:39,165 - mmaction - INFO - Epoch [66][420/627] lr: 5.095e-01, eta: 1 day, 3:00:06, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.1656, loss: 3.1656 2020-07-02 08:31:55,336 - mmaction - INFO - Epoch [66][440/627] lr: 5.095e-01, eta: 1 day, 2:59:49, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5500, loss_cls: 3.0776, loss: 3.0776 2020-07-02 08:32:11,751 - mmaction - INFO - Epoch [66][460/627] lr: 5.095e-01, eta: 1 day, 2:59:33, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 3.0155, loss: 3.0155 2020-07-02 08:32:27,892 - mmaction - INFO - Epoch [66][480/627] lr: 5.095e-01, eta: 1 day, 2:59:16, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 3.0042, loss: 3.0042 2020-07-02 08:32:44,099 - mmaction - INFO - Epoch [66][500/627] lr: 5.095e-01, eta: 1 day, 2:59:00, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1193, loss: 3.1193 2020-07-02 08:33:00,218 - mmaction - INFO - Epoch [66][520/627] lr: 5.095e-01, eta: 1 day, 2:58:43, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 2.9839, loss: 2.9839 2020-07-02 08:33:16,452 - mmaction - INFO - Epoch [66][540/627] lr: 5.095e-01, eta: 1 day, 2:58:27, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1102, loss: 3.1102 2020-07-02 08:33:32,588 - mmaction - INFO - Epoch [66][560/627] lr: 5.095e-01, eta: 1 day, 2:58:10, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1333, loss: 3.1333 2020-07-02 08:33:49,115 - mmaction - INFO - Epoch [66][580/627] lr: 5.095e-01, eta: 1 day, 2:57:54, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.2355, loss: 3.2355 2020-07-02 08:34:05,318 - mmaction - INFO - Epoch [66][600/627] lr: 5.095e-01, eta: 1 day, 2:57:38, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9651, loss: 2.9651 2020-07-02 08:34:21,402 - mmaction - INFO - Epoch [66][620/627] lr: 5.095e-01, eta: 1 day, 2:57:21, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2784, loss: 3.2784 2020-07-02 08:34:49,156 - mmaction - INFO - Epoch [67][20/627] lr: 5.069e-01, eta: 1 day, 2:57:00, time: 1.122, data_time: 0.293, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9138, loss: 2.9138 2020-07-02 08:35:05,366 - mmaction - INFO - Epoch [67][40/627] lr: 5.069e-01, eta: 1 day, 2:56:44, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5500, loss_cls: 3.0315, loss: 3.0315 2020-07-02 08:35:21,528 - mmaction - INFO - Epoch [67][60/627] lr: 5.069e-01, eta: 1 day, 2:56:27, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1719, loss: 3.1719 2020-07-02 08:35:38,078 - mmaction - INFO - Epoch [67][80/627] lr: 5.069e-01, eta: 1 day, 2:56:11, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1359, loss: 3.1359 2020-07-02 08:35:54,231 - mmaction - INFO - Epoch [67][100/627] lr: 5.069e-01, eta: 1 day, 2:55:55, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.1580, loss: 3.1580 2020-07-02 08:36:10,510 - mmaction - INFO - Epoch [67][120/627] lr: 5.069e-01, eta: 1 day, 2:55:38, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9101, loss: 2.9101 2020-07-02 08:36:26,600 - mmaction - INFO - Epoch [67][140/627] lr: 5.069e-01, eta: 1 day, 2:55:22, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1724, loss: 3.1724 2020-07-02 08:36:42,761 - mmaction - INFO - Epoch [67][160/627] lr: 5.069e-01, eta: 1 day, 2:55:05, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6469, loss_cls: 2.8249, loss: 2.8249 2020-07-02 08:36:58,911 - mmaction - INFO - Epoch [67][180/627] lr: 5.069e-01, eta: 1 day, 2:54:48, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9919, loss: 2.9919 2020-07-02 08:37:15,162 - mmaction - INFO - Epoch [67][200/627] lr: 5.069e-01, eta: 1 day, 2:54:32, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9761, loss: 2.9761 2020-07-02 08:37:31,363 - mmaction - INFO - Epoch [67][220/627] lr: 5.069e-01, eta: 1 day, 2:54:15, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2285, loss: 3.2285 2020-07-02 08:37:47,485 - mmaction - INFO - Epoch [67][240/627] lr: 5.069e-01, eta: 1 day, 2:53:58, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1542, loss: 3.1542 2020-07-02 08:38:03,664 - mmaction - INFO - Epoch [67][260/627] lr: 5.069e-01, eta: 1 day, 2:53:42, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.3806, loss: 3.3806 2020-07-02 08:38:19,958 - mmaction - INFO - Epoch [67][280/627] lr: 5.069e-01, eta: 1 day, 2:53:26, time: 0.813, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0012, loss: 3.0012 2020-07-02 08:38:36,191 - mmaction - INFO - Epoch [67][300/627] lr: 5.069e-01, eta: 1 day, 2:53:09, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0821, loss: 3.0821 2020-07-02 08:38:52,891 - mmaction - INFO - Epoch [67][320/627] lr: 5.069e-01, eta: 1 day, 2:52:54, time: 0.835, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 2.9772, loss: 2.9772 2020-07-02 08:39:09,033 - mmaction - INFO - Epoch [67][340/627] lr: 5.069e-01, eta: 1 day, 2:52:37, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9684, loss: 2.9684 2020-07-02 08:39:25,189 - mmaction - INFO - Epoch [67][360/627] lr: 5.069e-01, eta: 1 day, 2:52:21, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6531, loss_cls: 2.8559, loss: 2.8559 2020-07-02 08:39:41,349 - mmaction - INFO - Epoch [67][380/627] lr: 5.069e-01, eta: 1 day, 2:52:04, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9608, loss: 2.9608 2020-07-02 08:39:57,862 - mmaction - INFO - Epoch [67][400/627] lr: 5.069e-01, eta: 1 day, 2:51:48, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.1698, loss: 3.1698 2020-07-02 08:40:13,958 - mmaction - INFO - Epoch [67][420/627] lr: 5.069e-01, eta: 1 day, 2:51:31, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6312, loss_cls: 2.9343, loss: 2.9343 2020-07-02 08:40:30,069 - mmaction - INFO - Epoch [67][440/627] lr: 5.069e-01, eta: 1 day, 2:51:15, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.9302, loss: 2.9302 2020-07-02 08:40:46,250 - mmaction - INFO - Epoch [67][460/627] lr: 5.069e-01, eta: 1 day, 2:50:58, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0556, loss: 3.0556 2020-07-02 08:41:02,800 - mmaction - INFO - Epoch [67][480/627] lr: 5.069e-01, eta: 1 day, 2:50:42, time: 0.828, data_time: 0.005, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.2729, loss: 3.2729 2020-07-02 08:41:18,953 - mmaction - INFO - Epoch [67][500/627] lr: 5.069e-01, eta: 1 day, 2:50:26, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3501, loss: 3.3501 2020-07-02 08:41:35,414 - mmaction - INFO - Epoch [67][520/627] lr: 5.069e-01, eta: 1 day, 2:50:10, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.1902, loss: 3.1902 2020-07-02 08:41:51,497 - mmaction - INFO - Epoch [67][540/627] lr: 5.069e-01, eta: 1 day, 2:49:53, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.2013, loss: 3.2013 2020-07-02 08:42:07,769 - mmaction - INFO - Epoch [67][560/627] lr: 5.069e-01, eta: 1 day, 2:49:37, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0200, loss: 3.0200 2020-07-02 08:42:23,861 - mmaction - INFO - Epoch [67][580/627] lr: 5.069e-01, eta: 1 day, 2:49:20, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1474, loss: 3.1474 2020-07-02 08:42:39,921 - mmaction - INFO - Epoch [67][600/627] lr: 5.069e-01, eta: 1 day, 2:49:03, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3875, top5_acc: 0.5938, loss_cls: 2.9749, loss: 2.9749 2020-07-02 08:42:56,038 - mmaction - INFO - Epoch [67][620/627] lr: 5.069e-01, eta: 1 day, 2:48:46, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.2589, loss: 3.2589 2020-07-02 08:43:24,640 - mmaction - INFO - Epoch [68][20/627] lr: 5.042e-01, eta: 1 day, 2:48:28, time: 1.167, data_time: 0.318, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1772, loss: 3.1772 2020-07-02 08:43:40,737 - mmaction - INFO - Epoch [68][40/627] lr: 5.042e-01, eta: 1 day, 2:48:11, time: 0.805, data_time: 0.004, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0477, loss: 3.0477 2020-07-02 08:43:56,911 - mmaction - INFO - Epoch [68][60/627] lr: 5.042e-01, eta: 1 day, 2:47:54, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.0817, loss: 3.0817 2020-07-02 08:44:13,108 - mmaction - INFO - Epoch [68][80/627] lr: 5.042e-01, eta: 1 day, 2:47:38, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7899, loss: 2.7899 2020-07-02 08:44:29,308 - mmaction - INFO - Epoch [68][100/627] lr: 5.042e-01, eta: 1 day, 2:47:21, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2380, loss: 3.2380 2020-07-02 08:44:45,463 - mmaction - INFO - Epoch [68][120/627] lr: 5.042e-01, eta: 1 day, 2:47:05, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.2259, loss: 3.2259 2020-07-02 08:45:01,566 - mmaction - INFO - Epoch [68][140/627] lr: 5.042e-01, eta: 1 day, 2:46:48, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2268, loss: 3.2268 2020-07-02 08:45:17,721 - mmaction - INFO - Epoch [68][160/627] lr: 5.042e-01, eta: 1 day, 2:46:31, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0292, loss: 3.0292 2020-07-02 08:45:33,907 - mmaction - INFO - Epoch [68][180/627] lr: 5.042e-01, eta: 1 day, 2:46:15, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1464, loss: 3.1464 2020-07-02 08:45:50,064 - mmaction - INFO - Epoch [68][200/627] lr: 5.042e-01, eta: 1 day, 2:45:58, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2656, top5_acc: 0.5531, loss_cls: 3.2758, loss: 3.2758 2020-07-02 08:46:06,210 - mmaction - INFO - Epoch [68][220/627] lr: 5.042e-01, eta: 1 day, 2:45:41, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0756, loss: 3.0756 2020-07-02 08:46:22,338 - mmaction - INFO - Epoch [68][240/627] lr: 5.042e-01, eta: 1 day, 2:45:25, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0040, loss: 3.0040 2020-07-02 08:46:38,488 - mmaction - INFO - Epoch [68][260/627] lr: 5.042e-01, eta: 1 day, 2:45:08, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0678, loss: 3.0678 2020-07-02 08:46:54,661 - mmaction - INFO - Epoch [68][280/627] lr: 5.042e-01, eta: 1 day, 2:44:51, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1437, loss: 3.1437 2020-07-02 08:47:10,784 - mmaction - INFO - Epoch [68][300/627] lr: 5.042e-01, eta: 1 day, 2:44:35, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5750, loss_cls: 3.1352, loss: 3.1352 2020-07-02 08:47:26,878 - mmaction - INFO - Epoch [68][320/627] lr: 5.042e-01, eta: 1 day, 2:44:18, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.1680, loss: 3.1680 2020-07-02 08:47:43,093 - mmaction - INFO - Epoch [68][340/627] lr: 5.042e-01, eta: 1 day, 2:44:01, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5656, loss_cls: 3.1201, loss: 3.1201 2020-07-02 08:47:59,274 - mmaction - INFO - Epoch [68][360/627] lr: 5.042e-01, eta: 1 day, 2:43:45, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1394, loss: 3.1394 2020-07-02 08:48:15,785 - mmaction - INFO - Epoch [68][380/627] lr: 5.042e-01, eta: 1 day, 2:43:29, time: 0.824, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0208, loss: 3.0208 2020-07-02 08:48:31,924 - mmaction - INFO - Epoch [68][400/627] lr: 5.042e-01, eta: 1 day, 2:43:12, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 3.0105, loss: 3.0105 2020-07-02 08:48:48,216 - mmaction - INFO - Epoch [68][420/627] lr: 5.042e-01, eta: 1 day, 2:42:56, time: 0.815, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9389, loss: 2.9389 2020-07-02 08:49:04,371 - mmaction - INFO - Epoch [68][440/627] lr: 5.042e-01, eta: 1 day, 2:42:39, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1749, loss: 3.1749 2020-07-02 08:49:20,813 - mmaction - INFO - Epoch [68][460/627] lr: 5.042e-01, eta: 1 day, 2:42:23, time: 0.823, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2149, loss: 3.2149 2020-07-02 08:49:37,026 - mmaction - INFO - Epoch [68][480/627] lr: 5.042e-01, eta: 1 day, 2:42:07, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0261, loss: 3.0261 2020-07-02 08:49:53,164 - mmaction - INFO - Epoch [68][500/627] lr: 5.042e-01, eta: 1 day, 2:41:50, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1657, loss: 3.1657 2020-07-02 08:50:09,312 - mmaction - INFO - Epoch [68][520/627] lr: 5.042e-01, eta: 1 day, 2:41:33, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6250, loss_cls: 3.0318, loss: 3.0318 2020-07-02 08:50:25,426 - mmaction - INFO - Epoch [68][540/627] lr: 5.042e-01, eta: 1 day, 2:41:17, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2501, loss: 3.2501 2020-07-02 08:50:41,967 - mmaction - INFO - Epoch [68][560/627] lr: 5.042e-01, eta: 1 day, 2:41:01, time: 0.826, data_time: 0.000, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.1337, loss: 3.1337 2020-07-02 08:50:58,089 - mmaction - INFO - Epoch [68][580/627] lr: 5.042e-01, eta: 1 day, 2:40:44, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0261, loss: 3.0261 2020-07-02 08:51:14,364 - mmaction - INFO - Epoch [68][600/627] lr: 5.042e-01, eta: 1 day, 2:40:28, time: 0.813, data_time: 0.011, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2868, loss: 3.2868 2020-07-02 08:51:30,412 - mmaction - INFO - Epoch [68][620/627] lr: 5.042e-01, eta: 1 day, 2:40:11, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1178, loss: 3.1178 2020-07-02 08:51:35,770 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-02 08:51:59,230 - mmaction - INFO - Epoch [69][20/627] lr: 5.015e-01, eta: 1 day, 2:39:47, time: 1.053, data_time: 0.236, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.0643, loss: 3.0643 2020-07-02 08:52:15,342 - mmaction - INFO - Epoch [69][40/627] lr: 5.015e-01, eta: 1 day, 2:39:30, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9363, loss: 2.9363 2020-07-02 08:52:31,437 - mmaction - INFO - Epoch [69][60/627] lr: 5.015e-01, eta: 1 day, 2:39:13, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2751, loss: 3.2751 2020-07-02 08:52:47,634 - mmaction - INFO - Epoch [69][80/627] lr: 5.015e-01, eta: 1 day, 2:38:56, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.6062, loss_cls: 3.0292, loss: 3.0292 2020-07-02 08:53:04,147 - mmaction - INFO - Epoch [69][100/627] lr: 5.015e-01, eta: 1 day, 2:38:41, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5969, loss_cls: 3.1093, loss: 3.1093 2020-07-02 08:53:20,296 - mmaction - INFO - Epoch [69][120/627] lr: 5.015e-01, eta: 1 day, 2:38:24, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2272, loss: 3.2272 2020-07-02 08:53:36,448 - mmaction - INFO - Epoch [69][140/627] lr: 5.015e-01, eta: 1 day, 2:38:07, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9048, loss: 2.9048 2020-07-02 08:53:52,561 - mmaction - INFO - Epoch [69][160/627] lr: 5.015e-01, eta: 1 day, 2:37:51, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9806, loss: 2.9806 2020-07-02 08:54:08,726 - mmaction - INFO - Epoch [69][180/627] lr: 5.015e-01, eta: 1 day, 2:37:34, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 2.9887, loss: 2.9887 2020-07-02 08:54:24,910 - mmaction - INFO - Epoch [69][200/627] lr: 5.015e-01, eta: 1 day, 2:37:17, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0828, loss: 3.0828 2020-07-02 08:54:41,069 - mmaction - INFO - Epoch [69][220/627] lr: 5.015e-01, eta: 1 day, 2:37:01, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5750, loss_cls: 2.9097, loss: 2.9097 2020-07-02 08:54:57,211 - mmaction - INFO - Epoch [69][240/627] lr: 5.015e-01, eta: 1 day, 2:36:44, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3258, loss: 3.3258 2020-07-02 08:55:13,372 - mmaction - INFO - Epoch [69][260/627] lr: 5.015e-01, eta: 1 day, 2:36:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9658, loss: 2.9658 2020-07-02 08:55:29,542 - mmaction - INFO - Epoch [69][280/627] lr: 5.015e-01, eta: 1 day, 2:36:11, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9130, loss: 2.9130 2020-07-02 08:55:45,700 - mmaction - INFO - Epoch [69][300/627] lr: 5.015e-01, eta: 1 day, 2:35:54, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.2477, loss: 3.2477 2020-07-02 08:56:01,876 - mmaction - INFO - Epoch [69][320/627] lr: 5.015e-01, eta: 1 day, 2:35:38, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.8462, loss: 2.8462 2020-07-02 08:56:18,405 - mmaction - INFO - Epoch [69][340/627] lr: 5.015e-01, eta: 1 day, 2:35:22, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.1060, loss: 3.1060 2020-07-02 08:56:34,511 - mmaction - INFO - Epoch [69][360/627] lr: 5.015e-01, eta: 1 day, 2:35:05, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2601, loss: 3.2601 2020-07-02 08:56:50,709 - mmaction - INFO - Epoch [69][380/627] lr: 5.015e-01, eta: 1 day, 2:34:49, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.0357, loss: 3.0357 2020-07-02 08:57:06,878 - mmaction - INFO - Epoch [69][400/627] lr: 5.015e-01, eta: 1 day, 2:34:32, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.1540, loss: 3.1540 2020-07-02 08:57:23,197 - mmaction - INFO - Epoch [69][420/627] lr: 5.015e-01, eta: 1 day, 2:34:16, time: 0.817, data_time: 0.003, memory: 11095, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8061, loss: 2.8061 2020-07-02 08:57:39,362 - mmaction - INFO - Epoch [69][440/627] lr: 5.015e-01, eta: 1 day, 2:33:59, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0665, loss: 3.0665 2020-07-02 08:57:55,536 - mmaction - INFO - Epoch [69][460/627] lr: 5.015e-01, eta: 1 day, 2:33:43, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.0688, loss: 3.0688 2020-07-02 08:58:11,675 - mmaction - INFO - Epoch [69][480/627] lr: 5.015e-01, eta: 1 day, 2:33:26, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0918, loss: 3.0918 2020-07-02 08:58:27,788 - mmaction - INFO - Epoch [69][500/627] lr: 5.015e-01, eta: 1 day, 2:33:09, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2463, loss: 3.2463 2020-07-02 08:58:43,981 - mmaction - INFO - Epoch [69][520/627] lr: 5.015e-01, eta: 1 day, 2:32:53, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1374, loss: 3.1374 2020-07-02 08:59:00,089 - mmaction - INFO - Epoch [69][540/627] lr: 5.015e-01, eta: 1 day, 2:32:36, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.0693, loss: 3.0693 2020-07-02 08:59:16,161 - mmaction - INFO - Epoch [69][560/627] lr: 5.015e-01, eta: 1 day, 2:32:19, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1840, loss: 3.1840 2020-07-02 08:59:32,429 - mmaction - INFO - Epoch [69][580/627] lr: 5.015e-01, eta: 1 day, 2:32:03, time: 0.812, data_time: 0.011, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5656, loss_cls: 3.0689, loss: 3.0689 2020-07-02 08:59:48,552 - mmaction - INFO - Epoch [69][600/627] lr: 5.015e-01, eta: 1 day, 2:31:46, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9607, loss: 2.9607 2020-07-02 09:00:13,356 - mmaction - INFO - Epoch [69][620/627] lr: 5.015e-01, eta: 1 day, 2:31:52, time: 1.235, data_time: 0.004, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.1844, loss: 3.1844 2020-07-02 09:00:45,279 - mmaction - INFO - Epoch [70][20/627] lr: 4.987e-01, eta: 1 day, 2:31:43, time: 1.327, data_time: 0.457, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2196, loss: 3.2196 2020-07-02 09:01:01,359 - mmaction - INFO - Epoch [70][40/627] lr: 4.987e-01, eta: 1 day, 2:31:26, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 3.0208, loss: 3.0208 2020-07-02 09:01:17,456 - mmaction - INFO - Epoch [70][60/627] lr: 4.987e-01, eta: 1 day, 2:31:09, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.0324, loss: 3.0324 2020-07-02 09:01:33,626 - mmaction - INFO - Epoch [70][80/627] lr: 4.987e-01, eta: 1 day, 2:30:52, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.1907, loss: 3.1907 2020-07-02 09:01:49,811 - mmaction - INFO - Epoch [70][100/627] lr: 4.987e-01, eta: 1 day, 2:30:36, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.8626, loss: 2.8626 2020-07-02 09:02:05,946 - mmaction - INFO - Epoch [70][120/627] lr: 4.987e-01, eta: 1 day, 2:30:19, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0794, loss: 3.0794 2020-07-02 09:02:22,177 - mmaction - INFO - Epoch [70][140/627] lr: 4.987e-01, eta: 1 day, 2:30:02, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.8727, loss: 2.8727 2020-07-02 09:02:38,375 - mmaction - INFO - Epoch [70][160/627] lr: 4.987e-01, eta: 1 day, 2:29:46, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 3.0132, loss: 3.0132 2020-07-02 09:02:54,548 - mmaction - INFO - Epoch [70][180/627] lr: 4.987e-01, eta: 1 day, 2:29:29, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0088, loss: 3.0088 2020-07-02 09:03:10,694 - mmaction - INFO - Epoch [70][200/627] lr: 4.987e-01, eta: 1 day, 2:29:13, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.3528, loss: 3.3528 2020-07-02 09:03:26,855 - mmaction - INFO - Epoch [70][220/627] lr: 4.987e-01, eta: 1 day, 2:28:56, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8526, loss: 2.8526 2020-07-02 09:03:42,982 - mmaction - INFO - Epoch [70][240/627] lr: 4.987e-01, eta: 1 day, 2:28:39, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.0796, loss: 3.0796 2020-07-02 09:03:59,506 - mmaction - INFO - Epoch [70][260/627] lr: 4.987e-01, eta: 1 day, 2:28:24, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6188, loss_cls: 2.8331, loss: 2.8331 2020-07-02 09:04:15,653 - mmaction - INFO - Epoch [70][280/627] lr: 4.987e-01, eta: 1 day, 2:28:07, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.0850, loss: 3.0850 2020-07-02 09:04:31,744 - mmaction - INFO - Epoch [70][300/627] lr: 4.987e-01, eta: 1 day, 2:27:50, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6250, loss_cls: 2.9467, loss: 2.9467 2020-07-02 09:04:47,893 - mmaction - INFO - Epoch [70][320/627] lr: 4.987e-01, eta: 1 day, 2:27:33, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0619, loss: 3.0619 2020-07-02 09:05:04,103 - mmaction - INFO - Epoch [70][340/627] lr: 4.987e-01, eta: 1 day, 2:27:17, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.2820, loss: 3.2820 2020-07-02 09:05:20,622 - mmaction - INFO - Epoch [70][360/627] lr: 4.987e-01, eta: 1 day, 2:27:01, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.9399, loss: 2.9399 2020-07-02 09:05:36,825 - mmaction - INFO - Epoch [70][380/627] lr: 4.987e-01, eta: 1 day, 2:26:45, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1556, loss: 3.1556 2020-07-02 09:05:52,881 - mmaction - INFO - Epoch [70][400/627] lr: 4.987e-01, eta: 1 day, 2:26:28, time: 0.804, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0716, loss: 3.0716 2020-07-02 09:06:08,990 - mmaction - INFO - Epoch [70][420/627] lr: 4.987e-01, eta: 1 day, 2:26:11, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1747, loss: 3.1747 2020-07-02 09:06:25,089 - mmaction - INFO - Epoch [70][440/627] lr: 4.987e-01, eta: 1 day, 2:25:54, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2051, loss: 3.2051 2020-07-02 09:06:41,177 - mmaction - INFO - Epoch [70][460/627] lr: 4.987e-01, eta: 1 day, 2:25:37, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.0915, loss: 3.0915 2020-07-02 09:06:57,618 - mmaction - INFO - Epoch [70][480/627] lr: 4.987e-01, eta: 1 day, 2:25:21, time: 0.822, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1057, loss: 3.1057 2020-07-02 09:07:13,684 - mmaction - INFO - Epoch [70][500/627] lr: 4.987e-01, eta: 1 day, 2:25:05, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0718, loss: 3.0718 2020-07-02 09:07:29,809 - mmaction - INFO - Epoch [70][520/627] lr: 4.987e-01, eta: 1 day, 2:24:48, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.0812, loss: 3.0812 2020-07-02 09:07:45,941 - mmaction - INFO - Epoch [70][540/627] lr: 4.987e-01, eta: 1 day, 2:24:31, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6219, loss_cls: 3.0699, loss: 3.0699 2020-07-02 09:08:02,052 - mmaction - INFO - Epoch [70][560/627] lr: 4.987e-01, eta: 1 day, 2:24:14, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2274, loss: 3.2274 2020-07-02 09:08:18,173 - mmaction - INFO - Epoch [70][580/627] lr: 4.987e-01, eta: 1 day, 2:23:58, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9898, loss: 2.9898 2020-07-02 09:08:34,314 - mmaction - INFO - Epoch [70][600/627] lr: 4.987e-01, eta: 1 day, 2:23:41, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1290, loss: 3.1290 2020-07-02 09:08:50,430 - mmaction - INFO - Epoch [70][620/627] lr: 4.987e-01, eta: 1 day, 2:23:24, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.0632, loss: 3.0632 2020-07-02 09:09:17,909 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 09:09:18,784 - mmaction - INFO - top1_acc 0.3285 top5_acc 0.5970 2020-07-02 09:09:18,784 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 09:09:18,850 - mmaction - INFO - mean_acc 0.3281 2020-07-02 09:09:18,859 - mmaction - INFO - Epoch [70][627/627] lr: 4.987e-01, top1_acc: 0.3285, top5_acc: 0.5970, mean_class_accuracy: 0.3281 2020-07-02 09:09:39,728 - mmaction - INFO - Epoch [71][20/627] lr: 4.960e-01, eta: 1 day, 2:22:59, time: 1.042, data_time: 0.232, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1286, loss: 3.1286 2020-07-02 09:09:56,106 - mmaction - INFO - Epoch [71][40/627] lr: 4.960e-01, eta: 1 day, 2:22:43, time: 0.818, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 3.0828, loss: 3.0828 2020-07-02 09:10:12,221 - mmaction - INFO - Epoch [71][60/627] lr: 4.960e-01, eta: 1 day, 2:22:26, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.9266, loss: 2.9266 2020-07-02 09:10:28,463 - mmaction - INFO - Epoch [71][80/627] lr: 4.960e-01, eta: 1 day, 2:22:10, time: 0.812, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.9278, loss: 2.9278 2020-07-02 09:10:44,600 - mmaction - INFO - Epoch [71][100/627] lr: 4.960e-01, eta: 1 day, 2:21:53, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6156, loss_cls: 3.0221, loss: 3.0221 2020-07-02 09:11:00,787 - mmaction - INFO - Epoch [71][120/627] lr: 4.960e-01, eta: 1 day, 2:21:37, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1157, loss: 3.1157 2020-07-02 09:11:16,970 - mmaction - INFO - Epoch [71][140/627] lr: 4.960e-01, eta: 1 day, 2:21:20, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3586, loss: 3.3586 2020-07-02 09:11:33,098 - mmaction - INFO - Epoch [71][160/627] lr: 4.960e-01, eta: 1 day, 2:21:03, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0518, loss: 3.0518 2020-07-02 09:11:49,413 - mmaction - INFO - Epoch [71][180/627] lr: 4.960e-01, eta: 1 day, 2:20:47, time: 0.815, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.0795, loss: 3.0795 2020-07-02 09:12:05,610 - mmaction - INFO - Epoch [71][200/627] lr: 4.960e-01, eta: 1 day, 2:20:30, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5594, loss_cls: 3.0959, loss: 3.0959 2020-07-02 09:12:21,785 - mmaction - INFO - Epoch [71][220/627] lr: 4.960e-01, eta: 1 day, 2:20:14, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1472, loss: 3.1472 2020-07-02 09:12:38,019 - mmaction - INFO - Epoch [71][240/627] lr: 4.960e-01, eta: 1 day, 2:19:57, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9060, loss: 2.9060 2020-07-02 09:12:54,130 - mmaction - INFO - Epoch [71][260/627] lr: 4.960e-01, eta: 1 day, 2:19:41, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2262, loss: 3.2262 2020-07-02 09:13:10,277 - mmaction - INFO - Epoch [71][280/627] lr: 4.960e-01, eta: 1 day, 2:19:24, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2010, loss: 3.2010 2020-07-02 09:13:26,385 - mmaction - INFO - Epoch [71][300/627] lr: 4.960e-01, eta: 1 day, 2:19:07, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0336, loss: 3.0336 2020-07-02 09:13:42,533 - mmaction - INFO - Epoch [71][320/627] lr: 4.960e-01, eta: 1 day, 2:18:51, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9589, loss: 2.9589 2020-07-02 09:13:58,703 - mmaction - INFO - Epoch [71][340/627] lr: 4.960e-01, eta: 1 day, 2:18:34, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9063, loss: 2.9063 2020-07-02 09:14:14,820 - mmaction - INFO - Epoch [71][360/627] lr: 4.960e-01, eta: 1 day, 2:18:17, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8337, loss: 2.8337 2020-07-02 09:14:30,884 - mmaction - INFO - Epoch [71][380/627] lr: 4.960e-01, eta: 1 day, 2:18:00, time: 0.803, data_time: 0.002, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8510, loss: 2.8510 2020-07-02 09:14:47,061 - mmaction - INFO - Epoch [71][400/627] lr: 4.960e-01, eta: 1 day, 2:17:44, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.2354, loss: 3.2354 2020-07-02 09:15:03,331 - mmaction - INFO - Epoch [71][420/627] lr: 4.960e-01, eta: 1 day, 2:17:27, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 3.0741, loss: 3.0741 2020-07-02 09:15:19,493 - mmaction - INFO - Epoch [71][440/627] lr: 4.960e-01, eta: 1 day, 2:17:11, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1943, loss: 3.1943 2020-07-02 09:15:35,673 - mmaction - INFO - Epoch [71][460/627] lr: 4.960e-01, eta: 1 day, 2:16:54, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0963, loss: 3.0963 2020-07-02 09:15:51,819 - mmaction - INFO - Epoch [71][480/627] lr: 4.960e-01, eta: 1 day, 2:16:38, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9022, loss: 2.9022 2020-07-02 09:16:07,913 - mmaction - INFO - Epoch [71][500/627] lr: 4.960e-01, eta: 1 day, 2:16:21, time: 0.804, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.3045, loss: 3.3045 2020-07-02 09:16:24,042 - mmaction - INFO - Epoch [71][520/627] lr: 4.960e-01, eta: 1 day, 2:16:04, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0625, loss: 3.0625 2020-07-02 09:16:40,195 - mmaction - INFO - Epoch [71][540/627] lr: 4.960e-01, eta: 1 day, 2:15:47, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.0102, loss: 3.0102 2020-07-02 09:16:56,266 - mmaction - INFO - Epoch [71][560/627] lr: 4.960e-01, eta: 1 day, 2:15:30, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1248, loss: 3.1248 2020-07-02 09:17:12,416 - mmaction - INFO - Epoch [71][580/627] lr: 4.960e-01, eta: 1 day, 2:15:14, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 3.0503, loss: 3.0503 2020-07-02 09:17:28,509 - mmaction - INFO - Epoch [71][600/627] lr: 4.960e-01, eta: 1 day, 2:14:57, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6125, loss_cls: 3.0253, loss: 3.0253 2020-07-02 09:17:44,575 - mmaction - INFO - Epoch [71][620/627] lr: 4.960e-01, eta: 1 day, 2:14:40, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.9249, loss: 2.9249 2020-07-02 09:18:12,397 - mmaction - INFO - Epoch [72][20/627] lr: 4.931e-01, eta: 1 day, 2:14:20, time: 1.126, data_time: 0.312, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2060, loss: 3.2060 2020-07-02 09:18:29,013 - mmaction - INFO - Epoch [72][40/627] lr: 4.931e-01, eta: 1 day, 2:14:04, time: 0.829, data_time: 0.004, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9386, loss: 2.9386 2020-07-02 09:18:45,174 - mmaction - INFO - Epoch [72][60/627] lr: 4.931e-01, eta: 1 day, 2:13:48, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3875, top5_acc: 0.6000, loss_cls: 2.8867, loss: 2.8867 2020-07-02 09:19:01,357 - mmaction - INFO - Epoch [72][80/627] lr: 4.931e-01, eta: 1 day, 2:13:31, time: 0.808, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0152, loss: 3.0152 2020-07-02 09:19:17,526 - mmaction - INFO - Epoch [72][100/627] lr: 4.931e-01, eta: 1 day, 2:13:14, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1484, loss: 3.1484 2020-07-02 09:19:33,660 - mmaction - INFO - Epoch [72][120/627] lr: 4.931e-01, eta: 1 day, 2:12:58, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9286, loss: 2.9286 2020-07-02 09:19:49,915 - mmaction - INFO - Epoch [72][140/627] lr: 4.931e-01, eta: 1 day, 2:12:41, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0887, loss: 3.0887 2020-07-02 09:20:06,048 - mmaction - INFO - Epoch [72][160/627] lr: 4.931e-01, eta: 1 day, 2:12:25, time: 0.808, data_time: 0.004, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9344, loss: 2.9344 2020-07-02 09:20:22,109 - mmaction - INFO - Epoch [72][180/627] lr: 4.931e-01, eta: 1 day, 2:12:08, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9734, loss: 2.9734 2020-07-02 09:20:38,326 - mmaction - INFO - Epoch [72][200/627] lr: 4.931e-01, eta: 1 day, 2:11:51, time: 0.810, data_time: 0.008, memory: 11095, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.7076, loss: 2.7076 2020-07-02 09:20:54,391 - mmaction - INFO - Epoch [72][220/627] lr: 4.931e-01, eta: 1 day, 2:11:34, time: 0.803, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1189, loss: 3.1189 2020-07-02 09:21:10,464 - mmaction - INFO - Epoch [72][240/627] lr: 4.931e-01, eta: 1 day, 2:11:18, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.2863, loss: 3.2863 2020-07-02 09:21:26,539 - mmaction - INFO - Epoch [72][260/627] lr: 4.931e-01, eta: 1 day, 2:11:01, time: 0.803, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0207, loss: 3.0207 2020-07-02 09:21:42,683 - mmaction - INFO - Epoch [72][280/627] lr: 4.931e-01, eta: 1 day, 2:10:44, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1626, loss: 3.1626 2020-07-02 09:21:58,879 - mmaction - INFO - Epoch [72][300/627] lr: 4.931e-01, eta: 1 day, 2:10:27, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9203, loss: 2.9203 2020-07-02 09:22:15,029 - mmaction - INFO - Epoch [72][320/627] lr: 4.931e-01, eta: 1 day, 2:10:11, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9262, loss: 2.9262 2020-07-02 09:22:31,130 - mmaction - INFO - Epoch [72][340/627] lr: 4.931e-01, eta: 1 day, 2:09:54, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.1191, loss: 3.1191 2020-07-02 09:22:47,280 - mmaction - INFO - Epoch [72][360/627] lr: 4.931e-01, eta: 1 day, 2:09:37, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2703, loss: 3.2703 2020-07-02 09:23:03,466 - mmaction - INFO - Epoch [72][380/627] lr: 4.931e-01, eta: 1 day, 2:09:21, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5719, loss_cls: 3.1134, loss: 3.1134 2020-07-02 09:23:19,627 - mmaction - INFO - Epoch [72][400/627] lr: 4.931e-01, eta: 1 day, 2:09:04, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9341, loss: 2.9341 2020-07-02 09:23:35,846 - mmaction - INFO - Epoch [72][420/627] lr: 4.931e-01, eta: 1 day, 2:08:48, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 3.0375, loss: 3.0375 2020-07-02 09:23:51,949 - mmaction - INFO - Epoch [72][440/627] lr: 4.931e-01, eta: 1 day, 2:08:31, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2372, loss: 3.2372 2020-07-02 09:24:08,130 - mmaction - INFO - Epoch [72][460/627] lr: 4.931e-01, eta: 1 day, 2:08:14, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.1372, loss: 3.1372 2020-07-02 09:24:24,237 - mmaction - INFO - Epoch [72][480/627] lr: 4.931e-01, eta: 1 day, 2:07:58, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.1114, loss: 3.1114 2020-07-02 09:24:40,512 - mmaction - INFO - Epoch [72][500/627] lr: 4.931e-01, eta: 1 day, 2:07:41, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 3.0028, loss: 3.0028 2020-07-02 09:24:56,611 - mmaction - INFO - Epoch [72][520/627] lr: 4.931e-01, eta: 1 day, 2:07:25, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0069, loss: 3.0069 2020-07-02 09:25:12,751 - mmaction - INFO - Epoch [72][540/627] lr: 4.931e-01, eta: 1 day, 2:07:08, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.1534, loss: 3.1534 2020-07-02 09:25:28,991 - mmaction - INFO - Epoch [72][560/627] lr: 4.931e-01, eta: 1 day, 2:06:51, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.2564, loss: 3.2564 2020-07-02 09:25:45,132 - mmaction - INFO - Epoch [72][580/627] lr: 4.931e-01, eta: 1 day, 2:06:35, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1240, loss: 3.1240 2020-07-02 09:26:01,278 - mmaction - INFO - Epoch [72][600/627] lr: 4.931e-01, eta: 1 day, 2:06:18, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.6188, loss_cls: 3.0302, loss: 3.0302 2020-07-02 09:26:17,412 - mmaction - INFO - Epoch [72][620/627] lr: 4.931e-01, eta: 1 day, 2:06:02, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5594, loss_cls: 3.1524, loss: 3.1524 2020-07-02 09:26:22,667 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-02 09:26:45,105 - mmaction - INFO - Epoch [73][20/627] lr: 4.903e-01, eta: 1 day, 2:05:38, time: 1.067, data_time: 0.247, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.3034, loss: 3.3034 2020-07-02 09:27:01,194 - mmaction - INFO - Epoch [73][40/627] lr: 4.903e-01, eta: 1 day, 2:05:21, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7504, loss: 2.7504 2020-07-02 09:27:17,823 - mmaction - INFO - Epoch [73][60/627] lr: 4.903e-01, eta: 1 day, 2:05:06, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1304, loss: 3.1304 2020-07-02 09:27:34,009 - mmaction - INFO - Epoch [73][80/627] lr: 4.903e-01, eta: 1 day, 2:04:49, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 2.9566, loss: 2.9566 2020-07-02 09:27:50,165 - mmaction - INFO - Epoch [73][100/627] lr: 4.903e-01, eta: 1 day, 2:04:32, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 2.9685, loss: 2.9685 2020-07-02 09:28:06,656 - mmaction - INFO - Epoch [73][120/627] lr: 4.903e-01, eta: 1 day, 2:04:17, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.1681, loss: 3.1681 2020-07-02 09:28:22,803 - mmaction - INFO - Epoch [73][140/627] lr: 4.903e-01, eta: 1 day, 2:04:00, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1094, loss: 3.1094 2020-07-02 09:28:39,256 - mmaction - INFO - Epoch [73][160/627] lr: 4.903e-01, eta: 1 day, 2:03:44, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1408, loss: 3.1408 2020-07-02 09:28:55,399 - mmaction - INFO - Epoch [73][180/627] lr: 4.903e-01, eta: 1 day, 2:03:28, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6062, loss_cls: 3.0908, loss: 3.0908 2020-07-02 09:29:11,561 - mmaction - INFO - Epoch [73][200/627] lr: 4.903e-01, eta: 1 day, 2:03:11, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0130, loss: 3.0130 2020-07-02 09:29:27,719 - mmaction - INFO - Epoch [73][220/627] lr: 4.903e-01, eta: 1 day, 2:02:54, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6375, loss_cls: 2.9263, loss: 2.9263 2020-07-02 09:29:43,806 - mmaction - INFO - Epoch [73][240/627] lr: 4.903e-01, eta: 1 day, 2:02:38, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2140, loss: 3.2140 2020-07-02 09:29:59,898 - mmaction - INFO - Epoch [73][260/627] lr: 4.903e-01, eta: 1 day, 2:02:21, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.2001, loss: 3.2001 2020-07-02 09:30:16,411 - mmaction - INFO - Epoch [73][280/627] lr: 4.903e-01, eta: 1 day, 2:02:05, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9529, loss: 2.9529 2020-07-02 09:30:32,537 - mmaction - INFO - Epoch [73][300/627] lr: 4.903e-01, eta: 1 day, 2:01:48, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9512, loss: 2.9512 2020-07-02 09:30:48,629 - mmaction - INFO - Epoch [73][320/627] lr: 4.903e-01, eta: 1 day, 2:01:32, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.0766, loss: 3.0766 2020-07-02 09:31:04,722 - mmaction - INFO - Epoch [73][340/627] lr: 4.903e-01, eta: 1 day, 2:01:15, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5781, loss_cls: 3.0510, loss: 3.0510 2020-07-02 09:31:20,831 - mmaction - INFO - Epoch [73][360/627] lr: 4.903e-01, eta: 1 day, 2:00:58, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2790, loss: 3.2790 2020-07-02 09:31:36,935 - mmaction - INFO - Epoch [73][380/627] lr: 4.903e-01, eta: 1 day, 2:00:41, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8335, loss: 2.8335 2020-07-02 09:31:53,134 - mmaction - INFO - Epoch [73][400/627] lr: 4.903e-01, eta: 1 day, 2:00:25, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1225, loss: 3.1225 2020-07-02 09:32:09,534 - mmaction - INFO - Epoch [73][420/627] lr: 4.903e-01, eta: 1 day, 2:00:09, time: 0.819, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0766, loss: 3.0766 2020-07-02 09:32:25,579 - mmaction - INFO - Epoch [73][440/627] lr: 4.903e-01, eta: 1 day, 1:59:52, time: 0.803, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1429, loss: 3.1429 2020-07-02 09:32:41,685 - mmaction - INFO - Epoch [73][460/627] lr: 4.903e-01, eta: 1 day, 1:59:35, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2511, loss: 3.2511 2020-07-02 09:32:57,851 - mmaction - INFO - Epoch [73][480/627] lr: 4.903e-01, eta: 1 day, 1:59:18, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.2008, loss: 3.2008 2020-07-02 09:33:13,871 - mmaction - INFO - Epoch [73][500/627] lr: 4.903e-01, eta: 1 day, 1:59:02, time: 0.803, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9508, loss: 2.9508 2020-07-02 09:33:30,055 - mmaction - INFO - Epoch [73][520/627] lr: 4.903e-01, eta: 1 day, 1:58:45, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1699, loss: 3.1699 2020-07-02 09:33:46,233 - mmaction - INFO - Epoch [73][540/627] lr: 4.903e-01, eta: 1 day, 1:58:28, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0453, loss: 3.0453 2020-07-02 09:34:02,247 - mmaction - INFO - Epoch [73][560/627] lr: 4.903e-01, eta: 1 day, 1:58:12, time: 0.803, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.1328, loss: 3.1328 2020-07-02 09:34:18,339 - mmaction - INFO - Epoch [73][580/627] lr: 4.903e-01, eta: 1 day, 1:57:55, time: 0.804, data_time: 0.000, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 2.9991, loss: 2.9991 2020-07-02 09:34:34,398 - mmaction - INFO - Epoch [73][600/627] lr: 4.903e-01, eta: 1 day, 1:57:38, time: 0.802, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9952, loss: 2.9952 2020-07-02 09:34:50,394 - mmaction - INFO - Epoch [73][620/627] lr: 4.903e-01, eta: 1 day, 1:57:21, time: 0.801, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0467, loss: 3.0467 2020-07-02 09:35:18,359 - mmaction - INFO - Epoch [74][20/627] lr: 4.875e-01, eta: 1 day, 1:57:01, time: 1.132, data_time: 0.321, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 3.1377, loss: 3.1377 2020-07-02 09:35:34,459 - mmaction - INFO - Epoch [74][40/627] lr: 4.875e-01, eta: 1 day, 1:56:44, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3196, loss: 3.3196 2020-07-02 09:35:51,003 - mmaction - INFO - Epoch [74][60/627] lr: 4.875e-01, eta: 1 day, 1:56:28, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1256, loss: 3.1256 2020-07-02 09:36:07,207 - mmaction - INFO - Epoch [74][80/627] lr: 4.875e-01, eta: 1 day, 1:56:12, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0158, loss: 3.0158 2020-07-02 09:36:23,402 - mmaction - INFO - Epoch [74][100/627] lr: 4.875e-01, eta: 1 day, 1:55:55, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.0824, loss: 3.0824 2020-07-02 09:36:39,509 - mmaction - INFO - Epoch [74][120/627] lr: 4.875e-01, eta: 1 day, 1:55:38, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.9528, loss: 2.9528 2020-07-02 09:36:55,623 - mmaction - INFO - Epoch [74][140/627] lr: 4.875e-01, eta: 1 day, 1:55:22, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9616, loss: 2.9616 2020-07-02 09:37:11,764 - mmaction - INFO - Epoch [74][160/627] lr: 4.875e-01, eta: 1 day, 1:55:05, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.0886, loss: 3.0886 2020-07-02 09:37:27,880 - mmaction - INFO - Epoch [74][180/627] lr: 4.875e-01, eta: 1 day, 1:54:48, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0496, loss: 3.0496 2020-07-02 09:37:44,049 - mmaction - INFO - Epoch [74][200/627] lr: 4.875e-01, eta: 1 day, 1:54:32, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3219, top5_acc: 0.6219, loss_cls: 2.9621, loss: 2.9621 2020-07-02 09:38:00,132 - mmaction - INFO - Epoch [74][220/627] lr: 4.875e-01, eta: 1 day, 1:54:15, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1074, loss: 3.1074 2020-07-02 09:38:16,283 - mmaction - INFO - Epoch [74][240/627] lr: 4.875e-01, eta: 1 day, 1:53:58, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.2168, loss: 3.2168 2020-07-02 09:38:32,688 - mmaction - INFO - Epoch [74][260/627] lr: 4.875e-01, eta: 1 day, 1:53:42, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0004, loss: 3.0004 2020-07-02 09:38:48,797 - mmaction - INFO - Epoch [74][280/627] lr: 4.875e-01, eta: 1 day, 1:53:26, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.9487, loss: 2.9487 2020-07-02 09:39:04,923 - mmaction - INFO - Epoch [74][300/627] lr: 4.875e-01, eta: 1 day, 1:53:09, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0211, loss: 3.0211 2020-07-02 09:39:20,987 - mmaction - INFO - Epoch [74][320/627] lr: 4.875e-01, eta: 1 day, 1:52:52, time: 0.803, data_time: 0.004, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5938, loss_cls: 3.1714, loss: 3.1714 2020-07-02 09:39:37,099 - mmaction - INFO - Epoch [74][340/627] lr: 4.875e-01, eta: 1 day, 1:52:35, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3781, top5_acc: 0.5938, loss_cls: 2.9461, loss: 2.9461 2020-07-02 09:39:53,269 - mmaction - INFO - Epoch [74][360/627] lr: 4.875e-01, eta: 1 day, 1:52:19, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0112, loss: 3.0112 2020-07-02 09:40:09,438 - mmaction - INFO - Epoch [74][380/627] lr: 4.875e-01, eta: 1 day, 1:52:02, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.2176, loss: 3.2176 2020-07-02 09:40:25,769 - mmaction - INFO - Epoch [74][400/627] lr: 4.875e-01, eta: 1 day, 1:51:46, time: 0.817, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5687, loss_cls: 3.0079, loss: 3.0079 2020-07-02 09:40:41,881 - mmaction - INFO - Epoch [74][420/627] lr: 4.875e-01, eta: 1 day, 1:51:29, time: 0.805, data_time: 0.001, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9546, loss: 2.9546 2020-07-02 09:40:57,988 - mmaction - INFO - Epoch [74][440/627] lr: 4.875e-01, eta: 1 day, 1:51:13, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8199, loss: 2.8199 2020-07-02 09:41:14,137 - mmaction - INFO - Epoch [74][460/627] lr: 4.875e-01, eta: 1 day, 1:50:56, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 2.9549, loss: 2.9549 2020-07-02 09:41:30,243 - mmaction - INFO - Epoch [74][480/627] lr: 4.875e-01, eta: 1 day, 1:50:39, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0642, loss: 3.0642 2020-07-02 09:41:46,389 - mmaction - INFO - Epoch [74][500/627] lr: 4.875e-01, eta: 1 day, 1:50:23, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.0950, loss: 3.0950 2020-07-02 09:42:02,544 - mmaction - INFO - Epoch [74][520/627] lr: 4.875e-01, eta: 1 day, 1:50:06, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 2.9998, loss: 2.9998 2020-07-02 09:42:18,682 - mmaction - INFO - Epoch [74][540/627] lr: 4.875e-01, eta: 1 day, 1:49:49, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9877, loss: 2.9877 2020-07-02 09:42:34,854 - mmaction - INFO - Epoch [74][560/627] lr: 4.875e-01, eta: 1 day, 1:49:33, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.0185, loss: 3.0185 2020-07-02 09:42:50,967 - mmaction - INFO - Epoch [74][580/627] lr: 4.875e-01, eta: 1 day, 1:49:16, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5469, loss_cls: 3.2073, loss: 3.2073 2020-07-02 09:43:07,418 - mmaction - INFO - Epoch [74][600/627] lr: 4.875e-01, eta: 1 day, 1:49:00, time: 0.821, data_time: 0.001, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2149, loss: 3.2149 2020-07-02 09:43:23,505 - mmaction - INFO - Epoch [74][620/627] lr: 4.875e-01, eta: 1 day, 1:48:43, time: 0.805, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 2.9995, loss: 2.9995 2020-07-02 09:43:51,460 - mmaction - INFO - Epoch [75][20/627] lr: 4.846e-01, eta: 1 day, 1:48:23, time: 1.132, data_time: 0.309, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9638, loss: 2.9638 2020-07-02 09:44:07,583 - mmaction - INFO - Epoch [75][40/627] lr: 4.846e-01, eta: 1 day, 1:48:06, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 2.9702, loss: 2.9702 2020-07-02 09:44:23,667 - mmaction - INFO - Epoch [75][60/627] lr: 4.846e-01, eta: 1 day, 1:47:50, time: 0.804, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 2.9742, loss: 2.9742 2020-07-02 09:44:39,798 - mmaction - INFO - Epoch [75][80/627] lr: 4.846e-01, eta: 1 day, 1:47:33, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 3.0602, loss: 3.0602 2020-07-02 09:44:56,314 - mmaction - INFO - Epoch [75][100/627] lr: 4.846e-01, eta: 1 day, 1:47:17, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 3.0296, loss: 3.0296 2020-07-02 09:45:12,441 - mmaction - INFO - Epoch [75][120/627] lr: 4.846e-01, eta: 1 day, 1:47:01, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0901, loss: 3.0901 2020-07-02 09:45:28,600 - mmaction - INFO - Epoch [75][140/627] lr: 4.846e-01, eta: 1 day, 1:46:44, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1883, loss: 3.1883 2020-07-02 09:45:44,699 - mmaction - INFO - Epoch [75][160/627] lr: 4.846e-01, eta: 1 day, 1:46:27, time: 0.804, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0618, loss: 3.0618 2020-07-02 09:46:00,869 - mmaction - INFO - Epoch [75][180/627] lr: 4.846e-01, eta: 1 day, 1:46:11, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1695, loss: 3.1695 2020-07-02 09:46:17,423 - mmaction - INFO - Epoch [75][200/627] lr: 4.846e-01, eta: 1 day, 1:45:55, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.2239, loss: 3.2239 2020-07-02 09:46:33,568 - mmaction - INFO - Epoch [75][220/627] lr: 4.846e-01, eta: 1 day, 1:45:38, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0453, loss: 3.0453 2020-07-02 09:46:49,682 - mmaction - INFO - Epoch [75][240/627] lr: 4.846e-01, eta: 1 day, 1:45:22, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3844, top5_acc: 0.5875, loss_cls: 2.9514, loss: 2.9514 2020-07-02 09:47:06,127 - mmaction - INFO - Epoch [75][260/627] lr: 4.846e-01, eta: 1 day, 1:45:06, time: 0.824, data_time: 0.004, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2493, loss: 3.2493 2020-07-02 09:47:22,262 - mmaction - INFO - Epoch [75][280/627] lr: 4.846e-01, eta: 1 day, 1:44:49, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.0388, loss: 3.0388 2020-07-02 09:47:38,520 - mmaction - INFO - Epoch [75][300/627] lr: 4.846e-01, eta: 1 day, 1:44:33, time: 0.813, data_time: 0.007, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0150, loss: 3.0150 2020-07-02 09:47:54,670 - mmaction - INFO - Epoch [75][320/627] lr: 4.846e-01, eta: 1 day, 1:44:16, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2350, loss: 3.2350 2020-07-02 09:48:10,775 - mmaction - INFO - Epoch [75][340/627] lr: 4.846e-01, eta: 1 day, 1:44:00, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 3.0813, loss: 3.0813 2020-07-02 09:48:26,939 - mmaction - INFO - Epoch [75][360/627] lr: 4.846e-01, eta: 1 day, 1:43:43, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2084, loss: 3.2084 2020-07-02 09:48:43,058 - mmaction - INFO - Epoch [75][380/627] lr: 4.846e-01, eta: 1 day, 1:43:26, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0060, loss: 3.0060 2020-07-02 09:48:59,196 - mmaction - INFO - Epoch [75][400/627] lr: 4.846e-01, eta: 1 day, 1:43:10, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1401, loss: 3.1401 2020-07-02 09:49:15,374 - mmaction - INFO - Epoch [75][420/627] lr: 4.846e-01, eta: 1 day, 1:42:53, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0907, loss: 3.0907 2020-07-02 09:49:31,499 - mmaction - INFO - Epoch [75][440/627] lr: 4.846e-01, eta: 1 day, 1:42:36, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5656, loss_cls: 3.0282, loss: 3.0282 2020-07-02 09:49:47,637 - mmaction - INFO - Epoch [75][460/627] lr: 4.846e-01, eta: 1 day, 1:42:20, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0531, loss: 3.0531 2020-07-02 09:50:03,804 - mmaction - INFO - Epoch [75][480/627] lr: 4.846e-01, eta: 1 day, 1:42:03, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0084, loss: 3.0084 2020-07-02 09:50:19,957 - mmaction - INFO - Epoch [75][500/627] lr: 4.846e-01, eta: 1 day, 1:41:47, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9244, loss: 2.9244 2020-07-02 09:50:36,100 - mmaction - INFO - Epoch [75][520/627] lr: 4.846e-01, eta: 1 day, 1:41:30, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.0016, loss: 3.0016 2020-07-02 09:50:52,264 - mmaction - INFO - Epoch [75][540/627] lr: 4.846e-01, eta: 1 day, 1:41:13, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 2.9886, loss: 2.9886 2020-07-02 09:51:08,581 - mmaction - INFO - Epoch [75][560/627] lr: 4.846e-01, eta: 1 day, 1:40:57, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8782, loss: 2.8782 2020-07-02 09:51:24,667 - mmaction - INFO - Epoch [75][580/627] lr: 4.846e-01, eta: 1 day, 1:40:40, time: 0.807, data_time: 0.004, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0151, loss: 3.0151 2020-07-02 09:51:40,819 - mmaction - INFO - Epoch [75][600/627] lr: 4.846e-01, eta: 1 day, 1:40:24, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1800, loss: 3.1800 2020-07-02 09:51:56,884 - mmaction - INFO - Epoch [75][620/627] lr: 4.846e-01, eta: 1 day, 1:40:07, time: 0.805, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0424, loss: 3.0424 2020-07-02 09:52:24,318 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 09:52:25,188 - mmaction - INFO - top1_acc 0.3293 top5_acc 0.6043 2020-07-02 09:52:25,188 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 09:52:25,246 - mmaction - INFO - mean_acc 0.3293 2020-07-02 09:52:25,255 - mmaction - INFO - Epoch [75][627/627] lr: 4.846e-01, top1_acc: 0.3293, top5_acc: 0.6043, mean_class_accuracy: 0.3293 2020-07-02 09:52:46,730 - mmaction - INFO - Epoch [76][20/627] lr: 4.817e-01, eta: 1 day, 1:39:44, time: 1.072, data_time: 0.233, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6531, loss_cls: 2.8228, loss: 2.8228 2020-07-02 09:53:03,164 - mmaction - INFO - Epoch [76][40/627] lr: 4.817e-01, eta: 1 day, 1:39:28, time: 0.822, data_time: 0.004, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.1382, loss: 3.1382 2020-07-02 09:53:19,330 - mmaction - INFO - Epoch [76][60/627] lr: 4.817e-01, eta: 1 day, 1:39:11, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1286, loss: 3.1286 2020-07-02 09:53:35,804 - mmaction - INFO - Epoch [76][80/627] lr: 4.817e-01, eta: 1 day, 1:38:55, time: 0.823, data_time: 0.001, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9048, loss: 2.9048 2020-07-02 09:53:51,891 - mmaction - INFO - Epoch [76][100/627] lr: 4.817e-01, eta: 1 day, 1:38:39, time: 0.804, data_time: 0.001, memory: 11095, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3407, loss: 3.3407 2020-07-02 09:54:08,058 - mmaction - INFO - Epoch [76][120/627] lr: 4.817e-01, eta: 1 day, 1:38:22, time: 0.809, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5312, loss_cls: 3.1907, loss: 3.1907 2020-07-02 09:54:24,593 - mmaction - INFO - Epoch [76][140/627] lr: 4.817e-01, eta: 1 day, 1:38:06, time: 0.826, data_time: 0.001, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1761, loss: 3.1761 2020-07-02 09:54:40,713 - mmaction - INFO - Epoch [76][160/627] lr: 4.817e-01, eta: 1 day, 1:37:50, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1013, loss: 3.1013 2020-07-02 09:54:56,836 - mmaction - INFO - Epoch [76][180/627] lr: 4.817e-01, eta: 1 day, 1:37:33, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9108, loss: 2.9108 2020-07-02 09:55:12,948 - mmaction - INFO - Epoch [76][200/627] lr: 4.817e-01, eta: 1 day, 1:37:16, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 2.9910, loss: 2.9910 2020-07-02 09:55:29,109 - mmaction - INFO - Epoch [76][220/627] lr: 4.817e-01, eta: 1 day, 1:37:00, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1681, loss: 3.1681 2020-07-02 09:55:45,183 - mmaction - INFO - Epoch [76][240/627] lr: 4.817e-01, eta: 1 day, 1:36:43, time: 0.804, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9152, loss: 2.9152 2020-07-02 09:56:01,337 - mmaction - INFO - Epoch [76][260/627] lr: 4.817e-01, eta: 1 day, 1:36:26, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0925, loss: 3.0925 2020-07-02 09:56:17,532 - mmaction - INFO - Epoch [76][280/627] lr: 4.817e-01, eta: 1 day, 1:36:10, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0380, loss: 3.0380 2020-07-02 09:56:33,592 - mmaction - INFO - Epoch [76][300/627] lr: 4.817e-01, eta: 1 day, 1:35:53, time: 0.804, data_time: 0.003, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.2865, loss: 3.2865 2020-07-02 09:56:49,794 - mmaction - INFO - Epoch [76][320/627] lr: 4.817e-01, eta: 1 day, 1:35:37, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.8941, loss: 2.8941 2020-07-02 09:57:05,923 - mmaction - INFO - Epoch [76][340/627] lr: 4.817e-01, eta: 1 day, 1:35:20, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0374, loss: 3.0374 2020-07-02 09:57:22,072 - mmaction - INFO - Epoch [76][360/627] lr: 4.817e-01, eta: 1 day, 1:35:03, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3978, loss: 3.3978 2020-07-02 09:57:38,538 - mmaction - INFO - Epoch [76][380/627] lr: 4.817e-01, eta: 1 day, 1:34:47, time: 0.823, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1163, loss: 3.1163 2020-07-02 09:57:54,650 - mmaction - INFO - Epoch [76][400/627] lr: 4.817e-01, eta: 1 day, 1:34:31, time: 0.806, data_time: 0.004, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 3.0051, loss: 3.0051 2020-07-02 09:58:10,864 - mmaction - INFO - Epoch [76][420/627] lr: 4.817e-01, eta: 1 day, 1:34:14, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2293, loss: 3.2293 2020-07-02 09:58:27,424 - mmaction - INFO - Epoch [76][440/627] lr: 4.817e-01, eta: 1 day, 1:33:59, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 3.0326, loss: 3.0326 2020-07-02 09:58:43,607 - mmaction - INFO - Epoch [76][460/627] lr: 4.817e-01, eta: 1 day, 1:33:42, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3495, loss: 3.3495 2020-07-02 09:58:59,777 - mmaction - INFO - Epoch [76][480/627] lr: 4.817e-01, eta: 1 day, 1:33:26, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1195, loss: 3.1195 2020-07-02 09:59:16,292 - mmaction - INFO - Epoch [76][500/627] lr: 4.817e-01, eta: 1 day, 1:33:10, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.2618, loss: 3.2618 2020-07-02 09:59:32,500 - mmaction - INFO - Epoch [76][520/627] lr: 4.817e-01, eta: 1 day, 1:32:54, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0161, loss: 3.0161 2020-07-02 09:59:48,988 - mmaction - INFO - Epoch [76][540/627] lr: 4.817e-01, eta: 1 day, 1:32:38, time: 0.824, data_time: 0.001, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1570, loss: 3.1570 2020-07-02 10:00:14,793 - mmaction - INFO - Epoch [76][560/627] lr: 4.817e-01, eta: 1 day, 1:32:44, time: 1.285, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9227, loss: 2.9227 2020-07-02 10:00:31,063 - mmaction - INFO - Epoch [76][580/627] lr: 4.817e-01, eta: 1 day, 1:32:28, time: 0.819, data_time: 0.012, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1240, loss: 3.1240 2020-07-02 10:00:47,379 - mmaction - INFO - Epoch [76][600/627] lr: 4.817e-01, eta: 1 day, 1:32:11, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1712, loss: 3.1712 2020-07-02 10:01:03,587 - mmaction - INFO - Epoch [76][620/627] lr: 4.817e-01, eta: 1 day, 1:31:55, time: 0.811, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9165, loss: 2.9165 2020-07-02 10:01:08,789 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-02 10:01:34,868 - mmaction - INFO - Epoch [77][20/627] lr: 4.787e-01, eta: 1 day, 1:31:39, time: 1.224, data_time: 0.369, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.1492, loss: 3.1492 2020-07-02 10:01:51,062 - mmaction - INFO - Epoch [77][40/627] lr: 4.787e-01, eta: 1 day, 1:31:22, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0115, loss: 3.0115 2020-07-02 10:02:07,520 - mmaction - INFO - Epoch [77][60/627] lr: 4.787e-01, eta: 1 day, 1:31:06, time: 0.822, data_time: 0.001, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9713, loss: 2.9713 2020-07-02 10:02:24,053 - mmaction - INFO - Epoch [77][80/627] lr: 4.787e-01, eta: 1 day, 1:30:51, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0265, loss: 3.0265 2020-07-02 10:02:40,193 - mmaction - INFO - Epoch [77][100/627] lr: 4.787e-01, eta: 1 day, 1:30:34, time: 0.808, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1285, loss: 3.1285 2020-07-02 10:02:56,811 - mmaction - INFO - Epoch [77][120/627] lr: 4.787e-01, eta: 1 day, 1:30:19, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.9109, loss: 2.9109 2020-07-02 10:03:13,117 - mmaction - INFO - Epoch [77][140/627] lr: 4.787e-01, eta: 1 day, 1:30:02, time: 0.815, data_time: 0.001, memory: 11095, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.8096, loss: 2.8096 2020-07-02 10:03:30,100 - mmaction - INFO - Epoch [77][160/627] lr: 4.787e-01, eta: 1 day, 1:29:48, time: 0.848, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 3.0185, loss: 3.0185 2020-07-02 10:03:46,281 - mmaction - INFO - Epoch [77][180/627] lr: 4.787e-01, eta: 1 day, 1:29:31, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.6094, loss_cls: 3.0132, loss: 3.0132 2020-07-02 10:04:03,558 - mmaction - INFO - Epoch [77][200/627] lr: 4.787e-01, eta: 1 day, 1:29:17, time: 0.863, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1000, loss: 3.1000 2020-07-02 10:04:19,697 - mmaction - INFO - Epoch [77][220/627] lr: 4.787e-01, eta: 1 day, 1:29:01, time: 0.806, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9469, loss: 2.9469 2020-07-02 10:04:36,320 - mmaction - INFO - Epoch [77][240/627] lr: 4.787e-01, eta: 1 day, 1:28:45, time: 0.833, data_time: 0.004, memory: 11095, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8908, loss: 2.8908 2020-07-02 10:04:56,745 - mmaction - INFO - Epoch [77][260/627] lr: 4.787e-01, eta: 1 day, 1:28:33, time: 0.903, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.0682, loss: 3.0682 2020-07-02 10:05:15,574 - mmaction - INFO - Epoch [77][280/627] lr: 4.787e-01, eta: 1 day, 1:28:28, time: 1.058, data_time: 0.218, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0283, loss: 3.0283 2020-07-02 10:05:32,062 - mmaction - INFO - Epoch [77][300/627] lr: 4.787e-01, eta: 1 day, 1:28:12, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3906, top5_acc: 0.5938, loss_cls: 2.9650, loss: 2.9650 2020-07-02 10:05:48,542 - mmaction - INFO - Epoch [77][320/627] lr: 4.787e-01, eta: 1 day, 1:27:56, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0714, loss: 3.0714 2020-07-02 10:06:05,326 - mmaction - INFO - Epoch [77][340/627] lr: 4.787e-01, eta: 1 day, 1:27:41, time: 0.832, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.9205, loss: 2.9205 2020-07-02 10:06:21,476 - mmaction - INFO - Epoch [77][360/627] lr: 4.787e-01, eta: 1 day, 1:27:25, time: 0.816, data_time: 0.010, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0433, loss: 3.0433 2020-07-02 10:06:38,335 - mmaction - INFO - Epoch [77][380/627] lr: 4.787e-01, eta: 1 day, 1:27:10, time: 0.841, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.0951, loss: 3.0951 2020-07-02 10:06:55,266 - mmaction - INFO - Epoch [77][400/627] lr: 4.787e-01, eta: 1 day, 1:26:55, time: 0.846, data_time: 0.008, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1238, loss: 3.1238 2020-07-02 10:07:11,557 - mmaction - INFO - Epoch [77][420/627] lr: 4.787e-01, eta: 1 day, 1:26:39, time: 0.816, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.2294, loss: 3.2294 2020-07-02 10:07:28,253 - mmaction - INFO - Epoch [77][440/627] lr: 4.787e-01, eta: 1 day, 1:26:23, time: 0.835, data_time: 0.001, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9267, loss: 2.9267 2020-07-02 10:07:44,446 - mmaction - INFO - Epoch [77][460/627] lr: 4.787e-01, eta: 1 day, 1:26:07, time: 0.809, data_time: 0.008, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.0912, loss: 3.0912 2020-07-02 10:08:00,624 - mmaction - INFO - Epoch [77][480/627] lr: 4.787e-01, eta: 1 day, 1:25:50, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1339, loss: 3.1339 2020-07-02 10:08:17,955 - mmaction - INFO - Epoch [77][500/627] lr: 4.787e-01, eta: 1 day, 1:25:36, time: 0.865, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0015, loss: 3.0015 2020-07-02 10:08:34,868 - mmaction - INFO - Epoch [77][520/627] lr: 4.787e-01, eta: 1 day, 1:25:21, time: 0.847, data_time: 0.004, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9572, loss: 2.9572 2020-07-02 10:08:51,149 - mmaction - INFO - Epoch [77][540/627] lr: 4.787e-01, eta: 1 day, 1:25:05, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9618, loss: 2.9618 2020-07-02 10:09:08,135 - mmaction - INFO - Epoch [77][560/627] lr: 4.787e-01, eta: 1 day, 1:24:50, time: 0.849, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1760, loss: 3.1760 2020-07-02 10:09:24,375 - mmaction - INFO - Epoch [77][580/627] lr: 4.787e-01, eta: 1 day, 1:24:34, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5781, loss_cls: 3.1996, loss: 3.1996 2020-07-02 10:09:42,928 - mmaction - INFO - Epoch [77][600/627] lr: 4.787e-01, eta: 1 day, 1:24:23, time: 0.928, data_time: 0.007, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.1029, loss: 3.1029 2020-07-02 10:10:00,179 - mmaction - INFO - Epoch [77][620/627] lr: 4.787e-01, eta: 1 day, 1:24:09, time: 0.863, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0615, loss: 3.0615 2020-07-02 10:10:28,121 - mmaction - INFO - Epoch [78][20/627] lr: 4.757e-01, eta: 1 day, 1:23:48, time: 1.130, data_time: 0.318, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9249, loss: 2.9249 2020-07-02 10:10:45,717 - mmaction - INFO - Epoch [78][40/627] lr: 4.757e-01, eta: 1 day, 1:23:35, time: 0.881, data_time: 0.016, memory: 11095, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 3.1085, loss: 3.1085 2020-07-02 10:11:01,919 - mmaction - INFO - Epoch [78][60/627] lr: 4.757e-01, eta: 1 day, 1:23:19, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 2.8637, loss: 2.8637 2020-07-02 10:11:18,023 - mmaction - INFO - Epoch [78][80/627] lr: 4.757e-01, eta: 1 day, 1:23:02, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0254, loss: 3.0254 2020-07-02 10:11:34,944 - mmaction - INFO - Epoch [78][100/627] lr: 4.757e-01, eta: 1 day, 1:22:47, time: 0.845, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.1076, loss: 3.1076 2020-07-02 10:11:51,886 - mmaction - INFO - Epoch [78][120/627] lr: 4.757e-01, eta: 1 day, 1:22:32, time: 0.847, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1927, loss: 3.1927 2020-07-02 10:12:08,448 - mmaction - INFO - Epoch [78][140/627] lr: 4.757e-01, eta: 1 day, 1:22:17, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.8701, loss: 2.8701 2020-07-02 10:12:24,742 - mmaction - INFO - Epoch [78][160/627] lr: 4.757e-01, eta: 1 day, 1:22:00, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.1608, loss: 3.1608 2020-07-02 10:12:41,242 - mmaction - INFO - Epoch [78][180/627] lr: 4.757e-01, eta: 1 day, 1:21:44, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 3.0825, loss: 3.0825 2020-07-02 10:12:58,541 - mmaction - INFO - Epoch [78][200/627] lr: 4.757e-01, eta: 1 day, 1:21:30, time: 0.862, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0287, loss: 3.0287 2020-07-02 10:13:15,143 - mmaction - INFO - Epoch [78][220/627] lr: 4.757e-01, eta: 1 day, 1:21:15, time: 0.830, data_time: 0.006, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0909, loss: 3.0909 2020-07-02 10:13:31,365 - mmaction - INFO - Epoch [78][240/627] lr: 4.757e-01, eta: 1 day, 1:20:58, time: 0.814, data_time: 0.006, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1160, loss: 3.1160 2020-07-02 10:13:47,853 - mmaction - INFO - Epoch [78][260/627] lr: 4.757e-01, eta: 1 day, 1:20:42, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0651, loss: 3.0651 2020-07-02 10:14:03,996 - mmaction - INFO - Epoch [78][280/627] lr: 4.757e-01, eta: 1 day, 1:20:26, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.1343, loss: 3.1343 2020-07-02 10:14:20,697 - mmaction - INFO - Epoch [78][300/627] lr: 4.757e-01, eta: 1 day, 1:20:10, time: 0.836, data_time: 0.002, memory: 11095, top1_acc: 0.4094, top5_acc: 0.6062, loss_cls: 2.8964, loss: 2.8964 2020-07-02 10:14:37,878 - mmaction - INFO - Epoch [78][320/627] lr: 4.757e-01, eta: 1 day, 1:19:56, time: 0.858, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.2739, loss: 3.2739 2020-07-02 10:14:54,353 - mmaction - INFO - Epoch [78][340/627] lr: 4.757e-01, eta: 1 day, 1:19:40, time: 0.825, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0847, loss: 3.0847 2020-07-02 10:15:11,285 - mmaction - INFO - Epoch [78][360/627] lr: 4.757e-01, eta: 1 day, 1:19:25, time: 0.845, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.9608, loss: 2.9608 2020-07-02 10:15:27,487 - mmaction - INFO - Epoch [78][380/627] lr: 4.757e-01, eta: 1 day, 1:19:09, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9684, loss: 2.9684 2020-07-02 10:15:47,326 - mmaction - INFO - Epoch [78][400/627] lr: 4.757e-01, eta: 1 day, 1:19:01, time: 0.992, data_time: 0.056, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0639, loss: 3.0639 2020-07-02 10:16:03,940 - mmaction - INFO - Epoch [78][420/627] lr: 4.757e-01, eta: 1 day, 1:18:45, time: 0.832, data_time: 0.004, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.9568, loss: 2.9568 2020-07-02 10:16:20,720 - mmaction - INFO - Epoch [78][440/627] lr: 4.757e-01, eta: 1 day, 1:18:30, time: 0.838, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.1507, loss: 3.1507 2020-07-02 10:16:37,778 - mmaction - INFO - Epoch [78][460/627] lr: 4.757e-01, eta: 1 day, 1:18:15, time: 0.852, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2350, loss: 3.2350 2020-07-02 10:16:54,022 - mmaction - INFO - Epoch [78][480/627] lr: 4.757e-01, eta: 1 day, 1:17:59, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 2.9572, loss: 2.9572 2020-07-02 10:17:10,659 - mmaction - INFO - Epoch [78][500/627] lr: 4.757e-01, eta: 1 day, 1:17:44, time: 0.834, data_time: 0.005, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2216, loss: 3.2216 2020-07-02 10:17:26,998 - mmaction - INFO - Epoch [78][520/627] lr: 4.757e-01, eta: 1 day, 1:17:27, time: 0.817, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2211, loss: 3.2211 2020-07-02 10:17:43,986 - mmaction - INFO - Epoch [78][540/627] lr: 4.757e-01, eta: 1 day, 1:17:13, time: 0.849, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6094, loss_cls: 3.1286, loss: 3.1286 2020-07-02 10:18:00,219 - mmaction - INFO - Epoch [78][560/627] lr: 4.757e-01, eta: 1 day, 1:16:56, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.4520, loss: 3.4520 2020-07-02 10:18:16,367 - mmaction - INFO - Epoch [78][580/627] lr: 4.757e-01, eta: 1 day, 1:16:40, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2112, loss: 3.2112 2020-07-02 10:18:34,077 - mmaction - INFO - Epoch [78][600/627] lr: 4.757e-01, eta: 1 day, 1:16:26, time: 0.884, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.2170, loss: 3.2170 2020-07-02 10:18:50,606 - mmaction - INFO - Epoch [78][620/627] lr: 4.757e-01, eta: 1 day, 1:16:11, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 3.0239, loss: 3.0239 2020-07-02 10:19:18,399 - mmaction - INFO - Epoch [79][20/627] lr: 4.727e-01, eta: 1 day, 1:15:50, time: 1.127, data_time: 0.316, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0160, loss: 3.0160 2020-07-02 10:19:35,105 - mmaction - INFO - Epoch [79][40/627] lr: 4.727e-01, eta: 1 day, 1:15:34, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.8101, loss: 2.8101 2020-07-02 10:19:52,142 - mmaction - INFO - Epoch [79][60/627] lr: 4.727e-01, eta: 1 day, 1:15:20, time: 0.850, data_time: 0.005, memory: 11095, top1_acc: 0.3906, top5_acc: 0.6031, loss_cls: 2.9324, loss: 2.9324 2020-07-02 10:20:08,454 - mmaction - INFO - Epoch [79][80/627] lr: 4.727e-01, eta: 1 day, 1:15:03, time: 0.817, data_time: 0.011, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.2053, loss: 3.2053 2020-07-02 10:20:24,651 - mmaction - INFO - Epoch [79][100/627] lr: 4.727e-01, eta: 1 day, 1:14:47, time: 0.810, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.0966, loss: 3.0966 2020-07-02 10:20:41,504 - mmaction - INFO - Epoch [79][120/627] lr: 4.727e-01, eta: 1 day, 1:14:32, time: 0.842, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.8438, loss: 2.8438 2020-07-02 10:20:57,744 - mmaction - INFO - Epoch [79][140/627] lr: 4.727e-01, eta: 1 day, 1:14:16, time: 0.814, data_time: 0.004, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9742, loss: 2.9742 2020-07-02 10:21:13,981 - mmaction - INFO - Epoch [79][160/627] lr: 4.727e-01, eta: 1 day, 1:13:59, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.1069, loss: 3.1069 2020-07-02 10:21:30,713 - mmaction - INFO - Epoch [79][180/627] lr: 4.727e-01, eta: 1 day, 1:13:44, time: 0.836, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9700, loss: 2.9700 2020-07-02 10:21:47,235 - mmaction - INFO - Epoch [79][200/627] lr: 4.727e-01, eta: 1 day, 1:13:28, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5563, loss_cls: 3.1850, loss: 3.1850 2020-07-02 10:22:03,581 - mmaction - INFO - Epoch [79][220/627] lr: 4.727e-01, eta: 1 day, 1:13:12, time: 0.814, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 2.9890, loss: 2.9890 2020-07-02 10:22:20,894 - mmaction - INFO - Epoch [79][240/627] lr: 4.727e-01, eta: 1 day, 1:12:58, time: 0.869, data_time: 0.005, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1171, loss: 3.1171 2020-07-02 10:22:37,456 - mmaction - INFO - Epoch [79][260/627] lr: 4.727e-01, eta: 1 day, 1:12:42, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.1113, loss: 3.1113 2020-07-02 10:22:53,597 - mmaction - INFO - Epoch [79][280/627] lr: 4.727e-01, eta: 1 day, 1:12:25, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9973, loss: 2.9973 2020-07-02 10:23:10,731 - mmaction - INFO - Epoch [79][300/627] lr: 4.727e-01, eta: 1 day, 1:12:11, time: 0.857, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0632, loss: 3.0632 2020-07-02 10:23:27,295 - mmaction - INFO - Epoch [79][320/627] lr: 4.727e-01, eta: 1 day, 1:11:55, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1230, loss: 3.1230 2020-07-02 10:23:44,413 - mmaction - INFO - Epoch [79][340/627] lr: 4.727e-01, eta: 1 day, 1:11:41, time: 0.856, data_time: 0.004, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 3.0064, loss: 3.0064 2020-07-02 10:24:01,118 - mmaction - INFO - Epoch [79][360/627] lr: 4.727e-01, eta: 1 day, 1:11:25, time: 0.837, data_time: 0.004, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.0493, loss: 3.0493 2020-07-02 10:24:17,285 - mmaction - INFO - Epoch [79][380/627] lr: 4.727e-01, eta: 1 day, 1:11:09, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 2.9893, loss: 2.9893 2020-07-02 10:24:33,394 - mmaction - INFO - Epoch [79][400/627] lr: 4.727e-01, eta: 1 day, 1:10:52, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0110, loss: 3.0110 2020-07-02 10:24:49,653 - mmaction - INFO - Epoch [79][420/627] lr: 4.727e-01, eta: 1 day, 1:10:35, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9279, loss: 2.9279 2020-07-02 10:25:06,198 - mmaction - INFO - Epoch [79][440/627] lr: 4.727e-01, eta: 1 day, 1:10:20, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1193, loss: 3.1193 2020-07-02 10:25:23,244 - mmaction - INFO - Epoch [79][460/627] lr: 4.727e-01, eta: 1 day, 1:10:05, time: 0.852, data_time: 0.004, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1053, loss: 3.1053 2020-07-02 10:25:39,883 - mmaction - INFO - Epoch [79][480/627] lr: 4.727e-01, eta: 1 day, 1:09:50, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1109, loss: 3.1109 2020-07-02 10:25:56,487 - mmaction - INFO - Epoch [79][500/627] lr: 4.727e-01, eta: 1 day, 1:09:34, time: 0.830, data_time: 0.003, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8996, loss: 2.8996 2020-07-02 10:26:16,279 - mmaction - INFO - Epoch [79][520/627] lr: 4.727e-01, eta: 1 day, 1:09:26, time: 0.991, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0949, loss: 3.0949 2020-07-02 10:26:32,817 - mmaction - INFO - Epoch [79][540/627] lr: 4.727e-01, eta: 1 day, 1:09:10, time: 0.825, data_time: 0.001, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2360, loss: 3.2360 2020-07-02 10:26:49,346 - mmaction - INFO - Epoch [79][560/627] lr: 4.727e-01, eta: 1 day, 1:08:54, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1095, loss: 3.1095 2020-07-02 10:27:06,879 - mmaction - INFO - Epoch [79][580/627] lr: 4.727e-01, eta: 1 day, 1:08:40, time: 0.874, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.0294, loss: 3.0294 2020-07-02 10:27:23,728 - mmaction - INFO - Epoch [79][600/627] lr: 4.727e-01, eta: 1 day, 1:08:25, time: 0.845, data_time: 0.005, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.2180, loss: 3.2180 2020-07-02 10:27:39,966 - mmaction - INFO - Epoch [79][620/627] lr: 4.727e-01, eta: 1 day, 1:08:09, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.8150, loss: 2.8150 2020-07-02 10:28:07,879 - mmaction - INFO - Epoch [80][20/627] lr: 4.697e-01, eta: 1 day, 1:07:48, time: 1.127, data_time: 0.298, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0548, loss: 3.0548 2020-07-02 10:28:24,603 - mmaction - INFO - Epoch [80][40/627] lr: 4.697e-01, eta: 1 day, 1:07:33, time: 0.837, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5656, loss_cls: 3.0896, loss: 3.0896 2020-07-02 10:28:41,072 - mmaction - INFO - Epoch [80][60/627] lr: 4.697e-01, eta: 1 day, 1:07:17, time: 0.823, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8385, loss: 2.8385 2020-07-02 10:28:57,308 - mmaction - INFO - Epoch [80][80/627] lr: 4.697e-01, eta: 1 day, 1:07:00, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9506, loss: 2.9506 2020-07-02 10:29:14,493 - mmaction - INFO - Epoch [80][100/627] lr: 4.697e-01, eta: 1 day, 1:06:46, time: 0.861, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.0782, loss: 3.0782 2020-07-02 10:29:30,660 - mmaction - INFO - Epoch [80][120/627] lr: 4.697e-01, eta: 1 day, 1:06:29, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6625, loss_cls: 2.7989, loss: 2.7989 2020-07-02 10:29:48,144 - mmaction - INFO - Epoch [80][140/627] lr: 4.697e-01, eta: 1 day, 1:06:16, time: 0.875, data_time: 0.004, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.0467, loss: 3.0467 2020-07-02 10:30:05,176 - mmaction - INFO - Epoch [80][160/627] lr: 4.697e-01, eta: 1 day, 1:06:01, time: 0.850, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 2.9578, loss: 2.9578 2020-07-02 10:30:21,376 - mmaction - INFO - Epoch [80][180/627] lr: 4.697e-01, eta: 1 day, 1:05:44, time: 0.810, data_time: 0.004, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9479, loss: 2.9479 2020-07-02 10:30:37,873 - mmaction - INFO - Epoch [80][200/627] lr: 4.697e-01, eta: 1 day, 1:05:29, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.0675, loss: 3.0675 2020-07-02 10:30:55,126 - mmaction - INFO - Epoch [80][220/627] lr: 4.697e-01, eta: 1 day, 1:05:14, time: 0.862, data_time: 0.001, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9174, loss: 2.9174 2020-07-02 10:31:11,244 - mmaction - INFO - Epoch [80][240/627] lr: 4.697e-01, eta: 1 day, 1:04:58, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.2493, loss: 3.2493 2020-07-02 10:31:29,745 - mmaction - INFO - Epoch [80][260/627] lr: 4.697e-01, eta: 1 day, 1:04:46, time: 0.924, data_time: 0.002, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0382, loss: 3.0382 2020-07-02 10:31:46,635 - mmaction - INFO - Epoch [80][280/627] lr: 4.697e-01, eta: 1 day, 1:04:31, time: 0.845, data_time: 0.003, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7812, loss: 2.7812 2020-07-02 10:32:03,185 - mmaction - INFO - Epoch [80][300/627] lr: 4.697e-01, eta: 1 day, 1:04:15, time: 0.827, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.1061, loss: 3.1061 2020-07-02 10:32:19,720 - mmaction - INFO - Epoch [80][320/627] lr: 4.697e-01, eta: 1 day, 1:03:59, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.9219, loss: 2.9219 2020-07-02 10:32:36,256 - mmaction - INFO - Epoch [80][340/627] lr: 4.697e-01, eta: 1 day, 1:03:44, time: 0.828, data_time: 0.004, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.0269, loss: 3.0269 2020-07-02 10:32:52,392 - mmaction - INFO - Epoch [80][360/627] lr: 4.697e-01, eta: 1 day, 1:03:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.1243, loss: 3.1243 2020-07-02 10:33:09,046 - mmaction - INFO - Epoch [80][380/627] lr: 4.697e-01, eta: 1 day, 1:03:11, time: 0.832, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1012, loss: 3.1012 2020-07-02 10:33:26,016 - mmaction - INFO - Epoch [80][400/627] lr: 4.697e-01, eta: 1 day, 1:02:57, time: 0.848, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.2976, loss: 3.2976 2020-07-02 10:33:42,891 - mmaction - INFO - Epoch [80][420/627] lr: 4.697e-01, eta: 1 day, 1:02:42, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0668, loss: 3.0668 2020-07-02 10:33:59,289 - mmaction - INFO - Epoch [80][440/627] lr: 4.697e-01, eta: 1 day, 1:02:25, time: 0.821, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.8693, loss: 2.8693 2020-07-02 10:34:16,292 - mmaction - INFO - Epoch [80][460/627] lr: 4.697e-01, eta: 1 day, 1:02:11, time: 0.850, data_time: 0.003, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1812, loss: 3.1812 2020-07-02 10:34:32,764 - mmaction - INFO - Epoch [80][480/627] lr: 4.697e-01, eta: 1 day, 1:01:55, time: 0.823, data_time: 0.004, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6156, loss_cls: 3.0486, loss: 3.0486 2020-07-02 10:34:49,602 - mmaction - INFO - Epoch [80][500/627] lr: 4.697e-01, eta: 1 day, 1:01:40, time: 0.842, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9010, loss: 2.9010 2020-07-02 10:35:14,483 - mmaction - INFO - Epoch [80][520/627] lr: 4.697e-01, eta: 1 day, 1:01:42, time: 1.244, data_time: 0.040, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6375, loss_cls: 3.0158, loss: 3.0158 2020-07-02 10:35:31,125 - mmaction - INFO - Epoch [80][540/627] lr: 4.697e-01, eta: 1 day, 1:01:27, time: 0.832, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0613, loss: 3.0613 2020-07-02 10:35:47,321 - mmaction - INFO - Epoch [80][560/627] lr: 4.697e-01, eta: 1 day, 1:01:10, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9418, loss: 2.9418 2020-07-02 10:36:04,482 - mmaction - INFO - Epoch [80][580/627] lr: 4.697e-01, eta: 1 day, 1:00:56, time: 0.858, data_time: 0.003, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.2448, loss: 3.2448 2020-07-02 10:36:21,128 - mmaction - INFO - Epoch [80][600/627] lr: 4.697e-01, eta: 1 day, 1:00:40, time: 0.833, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0394, loss: 3.0394 2020-07-02 10:36:38,035 - mmaction - INFO - Epoch [80][620/627] lr: 4.697e-01, eta: 1 day, 1:00:25, time: 0.845, data_time: 0.014, memory: 11095, top1_acc: 0.3094, top5_acc: 0.6188, loss_cls: 3.0371, loss: 3.0371 2020-07-02 10:36:43,356 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-02 10:37:05,821 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 10:37:06,694 - mmaction - INFO - top1_acc 0.3596 top5_acc 0.6351 2020-07-02 10:37:06,695 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 10:37:06,763 - mmaction - INFO - mean_acc 0.3598 2020-07-02 10:37:06,773 - mmaction - INFO - Epoch [80][627/627] lr: 4.697e-01, top1_acc: 0.3596, top5_acc: 0.6351, mean_class_accuracy: 0.3598 2020-07-02 10:37:27,763 - mmaction - INFO - Epoch [81][20/627] lr: 4.667e-01, eta: 1 day, 1:00:01, time: 1.048, data_time: 0.224, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.0270, loss: 3.0270 2020-07-02 10:37:44,509 - mmaction - INFO - Epoch [81][40/627] lr: 4.667e-01, eta: 1 day, 0:59:45, time: 0.836, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.8912, loss: 2.8912 2020-07-02 10:38:01,100 - mmaction - INFO - Epoch [81][60/627] lr: 4.667e-01, eta: 1 day, 0:59:29, time: 0.830, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.6094, loss_cls: 3.0394, loss: 3.0394 2020-07-02 10:38:18,271 - mmaction - INFO - Epoch [81][80/627] lr: 4.667e-01, eta: 1 day, 0:59:15, time: 0.859, data_time: 0.003, memory: 11095, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 2.9552, loss: 2.9552 2020-07-02 10:38:34,805 - mmaction - INFO - Epoch [81][100/627] lr: 4.667e-01, eta: 1 day, 0:58:59, time: 0.827, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.0853, loss: 3.0853 2020-07-02 10:38:51,744 - mmaction - INFO - Epoch [81][120/627] lr: 4.667e-01, eta: 1 day, 0:58:44, time: 0.846, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0333, loss: 3.0333 2020-07-02 10:39:08,531 - mmaction - INFO - Epoch [81][140/627] lr: 4.667e-01, eta: 1 day, 0:58:29, time: 0.841, data_time: 0.003, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 3.0258, loss: 3.0258 2020-07-02 10:39:31,702 - mmaction - INFO - Epoch [81][160/627] lr: 4.667e-01, eta: 1 day, 0:58:28, time: 1.159, data_time: 0.032, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.0728, loss: 3.0728 2020-07-02 10:39:48,854 - mmaction - INFO - Epoch [81][180/627] lr: 4.667e-01, eta: 1 day, 0:58:13, time: 0.856, data_time: 0.001, memory: 11095, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.9212, loss: 2.9212 2020-07-02 10:40:05,780 - mmaction - INFO - Epoch [81][200/627] lr: 4.667e-01, eta: 1 day, 0:57:58, time: 0.846, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.0485, loss: 3.0485 2020-07-02 10:40:29,307 - mmaction - INFO - Epoch [81][220/627] lr: 4.667e-01, eta: 1 day, 0:57:58, time: 1.177, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1698, loss: 3.1698 2020-07-02 10:40:46,260 - mmaction - INFO - Epoch [81][240/627] lr: 4.667e-01, eta: 1 day, 0:57:43, time: 0.848, data_time: 0.003, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5969, loss_cls: 3.1560, loss: 3.1560 2020-07-02 10:41:02,815 - mmaction - INFO - Epoch [81][260/627] lr: 4.667e-01, eta: 1 day, 0:57:27, time: 0.828, data_time: 0.003, memory: 11095, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.7298, loss: 2.7298 2020-07-02 10:41:19,555 - mmaction - INFO - Epoch [81][280/627] lr: 4.667e-01, eta: 1 day, 0:57:11, time: 0.836, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0512, loss: 3.0512 2020-07-02 10:41:36,672 - mmaction - INFO - Epoch [81][300/627] lr: 4.667e-01, eta: 1 day, 0:56:57, time: 0.856, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.8216, loss: 2.8216 2020-07-02 10:41:53,428 - mmaction - INFO - Epoch [81][320/627] lr: 4.667e-01, eta: 1 day, 0:56:41, time: 0.837, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.9510, loss: 2.9510 2020-07-02 10:42:10,754 - mmaction - INFO - Epoch [81][340/627] lr: 4.667e-01, eta: 1 day, 0:56:27, time: 0.867, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5656, loss_cls: 3.0224, loss: 3.0224 2020-07-02 10:42:27,384 - mmaction - INFO - Epoch [81][360/627] lr: 4.667e-01, eta: 1 day, 0:56:12, time: 0.831, data_time: 0.001, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.8762, loss: 2.8762 2020-07-02 10:42:43,929 - mmaction - INFO - Epoch [81][380/627] lr: 4.667e-01, eta: 1 day, 0:55:56, time: 0.827, data_time: 0.001, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0578, loss: 3.0578 2020-07-02 10:43:00,588 - mmaction - INFO - Epoch [81][400/627] lr: 4.667e-01, eta: 1 day, 0:55:40, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.2969, top5_acc: 0.5938, loss_cls: 3.0868, loss: 3.0868 2020-07-02 10:43:17,259 - mmaction - INFO - Epoch [81][420/627] lr: 4.667e-01, eta: 1 day, 0:55:25, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1913, loss: 3.1913 2020-07-02 10:43:33,836 - mmaction - INFO - Epoch [81][440/627] lr: 4.667e-01, eta: 1 day, 0:55:09, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9833, loss: 2.9833 2020-07-02 10:43:50,243 - mmaction - INFO - Epoch [81][460/627] lr: 4.667e-01, eta: 1 day, 0:54:53, time: 0.821, data_time: 0.002, memory: 11095, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9488, loss: 2.9488 2020-07-02 10:44:06,467 - mmaction - INFO - Epoch [81][480/627] lr: 4.667e-01, eta: 1 day, 0:54:36, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1223, loss: 3.1223 2020-07-02 10:44:23,059 - mmaction - INFO - Epoch [81][500/627] lr: 4.667e-01, eta: 1 day, 0:54:21, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9630, loss: 2.9630 2020-07-02 10:44:44,105 - mmaction - INFO - Epoch [81][520/627] lr: 4.667e-01, eta: 1 day, 0:54:14, time: 1.034, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.0657, loss: 3.0657 2020-07-02 10:45:02,448 - mmaction - INFO - Epoch [81][540/627] lr: 4.667e-01, eta: 1 day, 0:54:02, time: 0.935, data_time: 0.093, memory: 11095, top1_acc: 0.3937, top5_acc: 0.6031, loss_cls: 2.8204, loss: 2.8204 2020-07-02 10:45:19,118 - mmaction - INFO - Epoch [81][560/627] lr: 4.667e-01, eta: 1 day, 0:53:47, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9408, loss: 2.9408 2020-07-02 10:45:36,463 - mmaction - INFO - Epoch [81][580/627] lr: 4.667e-01, eta: 1 day, 0:53:33, time: 0.867, data_time: 0.002, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9369, loss: 2.9369 2020-07-02 10:45:53,352 - mmaction - INFO - Epoch [81][600/627] lr: 4.667e-01, eta: 1 day, 0:53:18, time: 0.845, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1178, loss: 3.1178 2020-07-02 10:46:09,508 - mmaction - INFO - Epoch [81][620/627] lr: 4.667e-01, eta: 1 day, 0:53:01, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 2.9669, loss: 2.9669 2020-07-02 10:46:37,511 - mmaction - INFO - Epoch [82][20/627] lr: 4.636e-01, eta: 1 day, 0:52:40, time: 1.136, data_time: 0.291, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2007, loss: 3.2007 2020-07-02 10:46:54,645 - mmaction - INFO - Epoch [82][40/627] lr: 4.636e-01, eta: 1 day, 0:52:26, time: 0.856, data_time: 0.001, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 2.9808, loss: 2.9808 2020-07-02 10:47:11,371 - mmaction - INFO - Epoch [82][60/627] lr: 4.636e-01, eta: 1 day, 0:52:10, time: 0.837, data_time: 0.003, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.2284, loss: 3.2284 2020-07-02 10:47:28,440 - mmaction - INFO - Epoch [82][80/627] lr: 4.636e-01, eta: 1 day, 0:51:55, time: 0.850, data_time: 0.002, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 3.0566, loss: 3.0566 2020-07-02 10:47:44,633 - mmaction - INFO - Epoch [82][100/627] lr: 4.636e-01, eta: 1 day, 0:51:39, time: 0.812, data_time: 0.005, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.0256, loss: 3.0256 2020-07-02 10:48:01,600 - mmaction - INFO - Epoch [82][120/627] lr: 4.636e-01, eta: 1 day, 0:51:24, time: 0.848, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0538, loss: 3.0538 2020-07-02 10:48:19,432 - mmaction - INFO - Epoch [82][140/627] lr: 4.636e-01, eta: 1 day, 0:51:10, time: 0.871, data_time: 0.003, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.9403, loss: 2.9403 2020-07-02 10:48:41,685 - mmaction - INFO - Epoch [82][160/627] lr: 4.636e-01, eta: 1 day, 0:51:07, time: 1.132, data_time: 0.208, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9257, loss: 2.9257 2020-07-02 10:48:57,888 - mmaction - INFO - Epoch [82][180/627] lr: 4.636e-01, eta: 1 day, 0:50:51, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.1635, loss: 3.1635 2020-07-02 10:49:14,581 - mmaction - INFO - Epoch [82][200/627] lr: 4.636e-01, eta: 1 day, 0:50:35, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.0957, loss: 3.0957 2020-07-02 10:49:31,259 - mmaction - INFO - Epoch [82][220/627] lr: 4.636e-01, eta: 1 day, 0:50:19, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5062, loss_cls: 3.3300, loss: 3.3300 2020-07-02 10:49:48,412 - mmaction - INFO - Epoch [82][240/627] lr: 4.636e-01, eta: 1 day, 0:50:05, time: 0.859, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.1174, loss: 3.1174 2020-07-02 10:50:05,218 - mmaction - INFO - Epoch [82][260/627] lr: 4.636e-01, eta: 1 day, 0:49:50, time: 0.841, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9422, loss: 2.9422 2020-07-02 10:50:21,887 - mmaction - INFO - Epoch [82][280/627] lr: 4.636e-01, eta: 1 day, 0:49:34, time: 0.832, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9309, loss: 2.9309 2020-07-02 10:50:38,940 - mmaction - INFO - Epoch [82][300/627] lr: 4.636e-01, eta: 1 day, 0:49:19, time: 0.853, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.9139, loss: 2.9139 2020-07-02 10:50:55,526 - mmaction - INFO - Epoch [82][320/627] lr: 4.636e-01, eta: 1 day, 0:49:04, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.3906, top5_acc: 0.6125, loss_cls: 2.8220, loss: 2.8220 2020-07-02 10:51:12,555 - mmaction - INFO - Epoch [82][340/627] lr: 4.636e-01, eta: 1 day, 0:48:49, time: 0.851, data_time: 0.001, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 2.9642, loss: 2.9642 2020-07-02 10:51:29,487 - mmaction - INFO - Epoch [82][360/627] lr: 4.636e-01, eta: 1 day, 0:48:34, time: 0.846, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9912, loss: 2.9912 2020-07-02 10:51:46,098 - mmaction - INFO - Epoch [82][380/627] lr: 4.636e-01, eta: 1 day, 0:48:18, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.3906, top5_acc: 0.6062, loss_cls: 2.9485, loss: 2.9485 2020-07-02 10:52:02,435 - mmaction - INFO - Epoch [82][400/627] lr: 4.636e-01, eta: 1 day, 0:48:02, time: 0.817, data_time: 0.010, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9897, loss: 2.9897 2020-07-02 10:52:19,352 - mmaction - INFO - Epoch [82][420/627] lr: 4.636e-01, eta: 1 day, 0:47:46, time: 0.845, data_time: 0.001, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.1210, loss: 3.1210 2020-07-02 10:52:35,591 - mmaction - INFO - Epoch [82][440/627] lr: 4.636e-01, eta: 1 day, 0:47:30, time: 0.810, data_time: 0.002, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.1634, loss: 3.1634 2020-07-02 10:52:51,772 - mmaction - INFO - Epoch [82][460/627] lr: 4.636e-01, eta: 1 day, 0:47:13, time: 0.811, data_time: 0.004, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9748, loss: 2.9748 2020-07-02 10:53:16,236 - mmaction - INFO - Epoch [82][480/627] lr: 4.636e-01, eta: 1 day, 0:47:14, time: 1.223, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0675, loss: 3.0675 2020-07-02 10:53:33,541 - mmaction - INFO - Epoch [82][500/627] lr: 4.636e-01, eta: 1 day, 0:47:00, time: 0.866, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1070, loss: 3.1070 2020-07-02 10:53:50,215 - mmaction - INFO - Epoch [82][520/627] lr: 4.636e-01, eta: 1 day, 0:46:44, time: 0.833, data_time: 0.002, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5969, loss_cls: 2.9987, loss: 2.9987 2020-07-02 10:54:06,931 - mmaction - INFO - Epoch [82][540/627] lr: 4.636e-01, eta: 1 day, 0:46:29, time: 0.836, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0140, loss: 3.0140 2020-07-02 10:54:23,142 - mmaction - INFO - Epoch [82][560/627] lr: 4.636e-01, eta: 1 day, 0:46:12, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 3.0459, loss: 3.0459 2020-07-02 10:54:40,623 - mmaction - INFO - Epoch [82][580/627] lr: 4.636e-01, eta: 1 day, 0:45:58, time: 0.873, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0826, loss: 3.0826 2020-07-02 10:54:57,310 - mmaction - INFO - Epoch [82][600/627] lr: 4.636e-01, eta: 1 day, 0:45:43, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3266, loss: 3.3266 2020-07-02 10:55:13,417 - mmaction - INFO - Epoch [82][620/627] lr: 4.636e-01, eta: 1 day, 0:45:26, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1455, loss: 3.1455 2020-07-02 10:55:41,219 - mmaction - INFO - Epoch [83][20/627] lr: 4.605e-01, eta: 1 day, 0:45:05, time: 1.132, data_time: 0.310, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 2.9461, loss: 2.9461 2020-07-02 10:55:58,339 - mmaction - INFO - Epoch [83][40/627] lr: 4.605e-01, eta: 1 day, 0:44:50, time: 0.854, data_time: 0.002, memory: 11095, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8210, loss: 2.8210 2020-07-02 10:56:18,595 - mmaction - INFO - Epoch [83][60/627] lr: 4.605e-01, eta: 1 day, 0:44:40, time: 0.963, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8839, loss: 2.8839 2020-07-02 10:56:40,111 - mmaction - INFO - Epoch [83][80/627] lr: 4.605e-01, eta: 1 day, 0:44:37, time: 1.126, data_time: 0.262, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9035, loss: 2.9035 2020-07-02 10:56:57,249 - mmaction - INFO - Epoch [83][100/627] lr: 4.605e-01, eta: 1 day, 0:44:22, time: 0.857, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.0974, loss: 3.0974 2020-07-02 10:57:13,924 - mmaction - INFO - Epoch [83][120/627] lr: 4.605e-01, eta: 1 day, 0:44:07, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2341, loss: 3.2341 2020-07-02 10:57:30,520 - mmaction - INFO - Epoch [83][140/627] lr: 4.605e-01, eta: 1 day, 0:43:51, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.6062, loss_cls: 3.1012, loss: 3.1012 2020-07-02 10:57:47,433 - mmaction - INFO - Epoch [83][160/627] lr: 4.605e-01, eta: 1 day, 0:43:36, time: 0.848, data_time: 0.004, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0965, loss: 3.0965 2020-07-02 10:58:03,631 - mmaction - INFO - Epoch [83][180/627] lr: 4.605e-01, eta: 1 day, 0:43:19, time: 0.809, data_time: 0.003, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.1642, loss: 3.1642 2020-07-02 10:58:20,291 - mmaction - INFO - Epoch [83][200/627] lr: 4.605e-01, eta: 1 day, 0:43:03, time: 0.833, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0486, loss: 3.0486 2020-07-02 10:58:37,272 - mmaction - INFO - Epoch [83][220/627] lr: 4.605e-01, eta: 1 day, 0:42:48, time: 0.829, data_time: 0.003, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2541, loss: 3.2541 2020-07-02 10:58:59,145 - mmaction - INFO - Epoch [83][240/627] lr: 4.605e-01, eta: 1 day, 0:42:44, time: 1.114, data_time: 0.179, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 2.9874, loss: 2.9874 2020-07-02 10:59:15,321 - mmaction - INFO - Epoch [83][260/627] lr: 4.605e-01, eta: 1 day, 0:42:27, time: 0.808, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2301, loss: 3.2301 2020-07-02 10:59:32,632 - mmaction - INFO - Epoch [83][280/627] lr: 4.605e-01, eta: 1 day, 0:42:13, time: 0.866, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9664, loss: 2.9664 2020-07-02 10:59:49,382 - mmaction - INFO - Epoch [83][300/627] lr: 4.605e-01, eta: 1 day, 0:41:57, time: 0.834, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.0932, loss: 3.0932 2020-07-02 11:00:13,158 - mmaction - INFO - Epoch [83][320/627] lr: 4.605e-01, eta: 1 day, 0:41:56, time: 1.187, data_time: 0.007, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0372, loss: 3.0372 2020-07-02 11:00:30,369 - mmaction - INFO - Epoch [83][340/627] lr: 4.605e-01, eta: 1 day, 0:41:42, time: 0.866, data_time: 0.011, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.1472, loss: 3.1472 2020-07-02 11:00:46,580 - mmaction - INFO - Epoch [83][360/627] lr: 4.605e-01, eta: 1 day, 0:41:25, time: 0.810, data_time: 0.001, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0298, loss: 3.0298 2020-07-02 11:01:03,268 - mmaction - INFO - Epoch [83][380/627] lr: 4.605e-01, eta: 1 day, 0:41:10, time: 0.834, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 3.0733, loss: 3.0733 2020-07-02 11:01:20,041 - mmaction - INFO - Epoch [83][400/627] lr: 4.605e-01, eta: 1 day, 0:40:54, time: 0.840, data_time: 0.004, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1032, loss: 3.1032 2020-07-02 11:01:36,836 - mmaction - INFO - Epoch [83][420/627] lr: 4.605e-01, eta: 1 day, 0:40:39, time: 0.839, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9593, loss: 2.9593 2020-07-02 11:01:53,576 - mmaction - INFO - Epoch [83][440/627] lr: 4.605e-01, eta: 1 day, 0:40:23, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.1612, loss: 3.1612 2020-07-02 11:02:14,585 - mmaction - INFO - Epoch [83][460/627] lr: 4.605e-01, eta: 1 day, 0:40:17, time: 1.062, data_time: 0.068, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9915, loss: 2.9915 2020-07-02 11:02:31,333 - mmaction - INFO - Epoch [83][480/627] lr: 4.605e-01, eta: 1 day, 0:40:01, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.1834, loss: 3.1834 2020-07-02 11:02:47,492 - mmaction - INFO - Epoch [83][500/627] lr: 4.605e-01, eta: 1 day, 0:39:44, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5969, loss_cls: 3.0838, loss: 3.0838 2020-07-02 11:03:04,533 - mmaction - INFO - Epoch [83][520/627] lr: 4.605e-01, eta: 1 day, 0:39:29, time: 0.853, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0022, loss: 3.0022 2020-07-02 11:03:21,311 - mmaction - INFO - Epoch [83][540/627] lr: 4.605e-01, eta: 1 day, 0:39:14, time: 0.839, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2078, loss: 3.2078 2020-07-02 11:03:38,329 - mmaction - INFO - Epoch [83][560/627] lr: 4.605e-01, eta: 1 day, 0:38:59, time: 0.850, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0471, loss: 3.0471 2020-07-02 11:03:55,473 - mmaction - INFO - Epoch [83][580/627] lr: 4.605e-01, eta: 1 day, 0:38:44, time: 0.859, data_time: 0.003, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9397, loss: 2.9397 2020-07-02 11:04:12,049 - mmaction - INFO - Epoch [83][600/627] lr: 4.605e-01, eta: 1 day, 0:38:28, time: 0.828, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1574, loss: 3.1574 2020-07-02 11:04:29,174 - mmaction - INFO - Epoch [83][620/627] lr: 4.605e-01, eta: 1 day, 0:38:14, time: 0.856, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0168, loss: 3.0168 2020-07-02 11:05:00,373 - mmaction - INFO - Epoch [84][20/627] lr: 4.574e-01, eta: 1 day, 0:38:00, time: 1.293, data_time: 0.416, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1441, loss: 3.1441 2020-07-02 11:05:17,248 - mmaction - INFO - Epoch [84][40/627] lr: 4.574e-01, eta: 1 day, 0:37:44, time: 0.844, data_time: 0.003, memory: 11095, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6870, loss: 2.6870 2020-07-02 11:05:34,121 - mmaction - INFO - Epoch [84][60/627] lr: 4.574e-01, eta: 1 day, 0:37:29, time: 0.845, data_time: 0.004, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 3.0269, loss: 3.0269 2020-07-02 11:05:51,580 - mmaction - INFO - Epoch [84][80/627] lr: 4.574e-01, eta: 1 day, 0:37:12, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0565, loss: 3.0565 2020-07-02 11:06:13,204 - mmaction - INFO - Epoch [84][100/627] lr: 4.574e-01, eta: 1 day, 0:37:10, time: 1.146, data_time: 0.216, memory: 11095, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1838, loss: 3.1838 2020-07-02 11:06:29,780 - mmaction - INFO - Epoch [84][120/627] lr: 4.574e-01, eta: 1 day, 0:36:54, time: 0.830, data_time: 0.004, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2501, loss: 3.2501 2020-07-02 11:06:46,109 - mmaction - INFO - Epoch [84][140/627] lr: 4.574e-01, eta: 1 day, 0:36:37, time: 0.816, data_time: 0.002, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9133, loss: 2.9133 2020-07-02 11:07:02,232 - mmaction - INFO - Epoch [84][160/627] lr: 4.574e-01, eta: 1 day, 0:36:20, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 2.9628, loss: 2.9628 2020-07-02 11:07:19,306 - mmaction - INFO - Epoch [84][180/627] lr: 4.574e-01, eta: 1 day, 0:36:06, time: 0.853, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9827, loss: 2.9827 2020-07-02 11:07:36,214 - mmaction - INFO - Epoch [84][200/627] lr: 4.574e-01, eta: 1 day, 0:35:50, time: 0.846, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1093, loss: 3.1093 2020-07-02 11:07:52,423 - mmaction - INFO - Epoch [84][220/627] lr: 4.574e-01, eta: 1 day, 0:35:34, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.1761, loss: 3.1761 2020-07-02 11:08:14,851 - mmaction - INFO - Epoch [84][240/627] lr: 4.574e-01, eta: 1 day, 0:35:30, time: 1.122, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 3.0786, loss: 3.0786 2020-07-02 11:08:31,462 - mmaction - INFO - Epoch [84][260/627] lr: 4.574e-01, eta: 1 day, 0:35:14, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.4000, top5_acc: 0.6062, loss_cls: 2.8390, loss: 2.8390 2020-07-02 11:08:48,433 - mmaction - INFO - Epoch [84][280/627] lr: 4.574e-01, eta: 1 day, 0:34:59, time: 0.850, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9430, loss: 2.9430 2020-07-02 11:09:05,853 - mmaction - INFO - Epoch [84][300/627] lr: 4.574e-01, eta: 1 day, 0:34:45, time: 0.870, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 2.9186, loss: 2.9186 2020-07-02 11:09:22,472 - mmaction - INFO - Epoch [84][320/627] lr: 4.574e-01, eta: 1 day, 0:34:29, time: 0.831, data_time: 0.004, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9806, loss: 2.9806 2020-07-02 11:09:39,143 - mmaction - INFO - Epoch [84][340/627] lr: 4.574e-01, eta: 1 day, 0:34:13, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0195, loss: 3.0195 2020-07-02 11:09:55,309 - mmaction - INFO - Epoch [84][360/627] lr: 4.574e-01, eta: 1 day, 0:33:56, time: 0.806, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0013, loss: 3.0013 2020-07-02 11:10:11,537 - mmaction - INFO - Epoch [84][380/627] lr: 4.574e-01, eta: 1 day, 0:33:40, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 2.9396, loss: 2.9396 2020-07-02 11:10:28,419 - mmaction - INFO - Epoch [84][400/627] lr: 4.574e-01, eta: 1 day, 0:33:25, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.8069, loss: 2.8069 2020-07-02 11:10:44,911 - mmaction - INFO - Epoch [84][420/627] lr: 4.574e-01, eta: 1 day, 0:33:09, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.0876, loss: 3.0876 2020-07-02 11:11:07,980 - mmaction - INFO - Epoch [84][440/627] lr: 4.574e-01, eta: 1 day, 0:33:06, time: 1.152, data_time: 0.001, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0167, loss: 3.0167 2020-07-02 11:11:24,501 - mmaction - INFO - Epoch [84][460/627] lr: 4.574e-01, eta: 1 day, 0:32:50, time: 0.826, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9906, loss: 2.9906 2020-07-02 11:11:41,341 - mmaction - INFO - Epoch [84][480/627] lr: 4.574e-01, eta: 1 day, 0:32:35, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9731, loss: 2.9731 2020-07-02 11:11:57,607 - mmaction - INFO - Epoch [84][500/627] lr: 4.574e-01, eta: 1 day, 0:32:18, time: 0.812, data_time: 0.001, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9191, loss: 2.9191 2020-07-02 11:12:14,103 - mmaction - INFO - Epoch [84][520/627] lr: 4.574e-01, eta: 1 day, 0:32:02, time: 0.824, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.1840, loss: 3.1840 2020-07-02 11:12:30,199 - mmaction - INFO - Epoch [84][540/627] lr: 4.574e-01, eta: 1 day, 0:31:45, time: 0.805, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.2404, loss: 3.2404 2020-07-02 11:12:46,779 - mmaction - INFO - Epoch [84][560/627] lr: 4.574e-01, eta: 1 day, 0:31:29, time: 0.829, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1703, loss: 3.1703 2020-07-02 11:13:03,048 - mmaction - INFO - Epoch [84][580/627] lr: 4.574e-01, eta: 1 day, 0:31:12, time: 0.813, data_time: 0.002, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1476, loss: 3.1476 2020-07-02 11:13:24,308 - mmaction - INFO - Epoch [84][600/627] lr: 4.574e-01, eta: 1 day, 0:31:06, time: 1.064, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.3118, loss: 3.3118 2020-07-02 11:13:41,125 - mmaction - INFO - Epoch [84][620/627] lr: 4.574e-01, eta: 1 day, 0:30:51, time: 0.840, data_time: 0.002, memory: 11095, top1_acc: 0.2812, top5_acc: 0.5719, loss_cls: 3.0767, loss: 3.0767 2020-07-02 11:13:46,403 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-02 11:14:08,908 - mmaction - INFO - Epoch [85][20/627] lr: 4.542e-01, eta: 1 day, 0:30:27, time: 1.073, data_time: 0.242, memory: 11095, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8897, loss: 2.8897 2020-07-02 11:14:25,526 - mmaction - INFO - Epoch [85][40/627] lr: 4.542e-01, eta: 1 day, 0:30:11, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 2.9717, loss: 2.9717 2020-07-02 11:14:42,633 - mmaction - INFO - Epoch [85][60/627] lr: 4.542e-01, eta: 1 day, 0:29:57, time: 0.855, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6344, loss_cls: 2.9551, loss: 2.9551 2020-07-02 11:14:58,897 - mmaction - INFO - Epoch [85][80/627] lr: 4.542e-01, eta: 1 day, 0:29:40, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1180, loss: 3.1180 2020-07-02 11:15:16,320 - mmaction - INFO - Epoch [85][100/627] lr: 4.542e-01, eta: 1 day, 0:29:26, time: 0.870, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9305, loss: 2.9305 2020-07-02 11:15:33,011 - mmaction - INFO - Epoch [85][120/627] lr: 4.542e-01, eta: 1 day, 0:29:10, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5469, loss_cls: 3.0716, loss: 3.0716 2020-07-02 11:15:49,953 - mmaction - INFO - Epoch [85][140/627] lr: 4.542e-01, eta: 1 day, 0:28:55, time: 0.846, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8617, loss: 2.8617 2020-07-02 11:16:06,686 - mmaction - INFO - Epoch [85][160/627] lr: 4.542e-01, eta: 1 day, 0:28:39, time: 0.838, data_time: 0.003, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8046, loss: 2.8046 2020-07-02 11:16:22,842 - mmaction - INFO - Epoch [85][180/627] lr: 4.542e-01, eta: 1 day, 0:28:22, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5719, loss_cls: 3.0808, loss: 3.0808 2020-07-02 11:16:39,592 - mmaction - INFO - Epoch [85][200/627] lr: 4.542e-01, eta: 1 day, 0:28:07, time: 0.838, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5406, loss_cls: 3.2299, loss: 3.2299 2020-07-02 11:16:56,138 - mmaction - INFO - Epoch [85][220/627] lr: 4.542e-01, eta: 1 day, 0:27:51, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9296, loss: 2.9296 2020-07-02 11:17:13,026 - mmaction - INFO - Epoch [85][240/627] lr: 4.542e-01, eta: 1 day, 0:27:36, time: 0.844, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1440, loss: 3.1440 2020-07-02 11:17:29,651 - mmaction - INFO - Epoch [85][260/627] lr: 4.542e-01, eta: 1 day, 0:27:20, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.8993, loss: 2.8993 2020-07-02 11:17:46,346 - mmaction - INFO - Epoch [85][280/627] lr: 4.542e-01, eta: 1 day, 0:27:04, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.9390, loss: 2.9390 2020-07-02 11:18:02,595 - mmaction - INFO - Epoch [85][300/627] lr: 4.542e-01, eta: 1 day, 0:26:47, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5875, loss_cls: 2.9784, loss: 2.9784 2020-07-02 11:18:19,262 - mmaction - INFO - Epoch [85][320/627] lr: 4.542e-01, eta: 1 day, 0:26:32, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0368, loss: 3.0368 2020-07-02 11:18:35,874 - mmaction - INFO - Epoch [85][340/627] lr: 4.542e-01, eta: 1 day, 0:26:16, time: 0.829, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 2.9179, loss: 2.9179 2020-07-02 11:18:52,473 - mmaction - INFO - Epoch [85][360/627] lr: 4.542e-01, eta: 1 day, 0:26:00, time: 0.831, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0849, loss: 3.0849 2020-07-02 11:19:09,502 - mmaction - INFO - Epoch [85][380/627] lr: 4.542e-01, eta: 1 day, 0:25:45, time: 0.851, data_time: 0.002, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6250, loss_cls: 3.0444, loss: 3.0444 2020-07-02 11:19:26,132 - mmaction - INFO - Epoch [85][400/627] lr: 4.542e-01, eta: 1 day, 0:25:29, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.0881, loss: 3.0881 2020-07-02 11:19:43,232 - mmaction - INFO - Epoch [85][420/627] lr: 4.542e-01, eta: 1 day, 0:25:14, time: 0.853, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6531, loss_cls: 2.8340, loss: 2.8340 2020-07-02 11:20:00,083 - mmaction - INFO - Epoch [85][440/627] lr: 4.542e-01, eta: 1 day, 0:24:59, time: 0.841, data_time: 0.003, memory: 11095, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8879, loss: 2.8879 2020-07-02 11:20:16,533 - mmaction - INFO - Epoch [85][460/627] lr: 4.542e-01, eta: 1 day, 0:24:43, time: 0.825, data_time: 0.010, memory: 11095, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 2.9030, loss: 2.9030 2020-07-02 11:20:33,523 - mmaction - INFO - Epoch [85][480/627] lr: 4.542e-01, eta: 1 day, 0:24:27, time: 0.849, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9658, loss: 2.9658 2020-07-02 11:20:50,769 - mmaction - INFO - Epoch [85][500/627] lr: 4.542e-01, eta: 1 day, 0:24:13, time: 0.861, data_time: 0.007, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.8445, loss: 2.8445 2020-07-02 11:21:07,678 - mmaction - INFO - Epoch [85][520/627] lr: 4.542e-01, eta: 1 day, 0:23:58, time: 0.847, data_time: 0.003, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5719, loss_cls: 3.0249, loss: 3.0249 2020-07-02 11:21:23,947 - mmaction - INFO - Epoch [85][540/627] lr: 4.542e-01, eta: 1 day, 0:23:41, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0072, loss: 3.0072 2020-07-02 11:21:40,655 - mmaction - INFO - Epoch [85][560/627] lr: 4.542e-01, eta: 1 day, 0:23:25, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9786, loss: 2.9786 2020-07-02 11:21:57,657 - mmaction - INFO - Epoch [85][580/627] lr: 4.542e-01, eta: 1 day, 0:23:10, time: 0.849, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.2493, loss: 3.2493 2020-07-02 11:22:14,662 - mmaction - INFO - Epoch [85][600/627] lr: 4.542e-01, eta: 1 day, 0:22:55, time: 0.852, data_time: 0.004, memory: 11095, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9709, loss: 2.9709 2020-07-02 11:22:31,548 - mmaction - INFO - Epoch [85][620/627] lr: 4.542e-01, eta: 1 day, 0:22:40, time: 0.844, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9139, loss: 2.9139 2020-07-02 11:22:59,258 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 11:23:00,131 - mmaction - INFO - top1_acc 0.3761 top5_acc 0.6426 2020-07-02 11:23:00,131 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 11:23:00,198 - mmaction - INFO - mean_acc 0.3758 2020-07-02 11:23:00,207 - mmaction - INFO - Epoch [85][627/627] lr: 4.542e-01, top1_acc: 0.3761, top5_acc: 0.6426, mean_class_accuracy: 0.3758 2020-07-02 11:23:22,613 - mmaction - INFO - Epoch [86][20/627] lr: 4.511e-01, eta: 1 day, 0:22:18, time: 1.119, data_time: 0.285, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 2.9949, loss: 2.9949 2020-07-02 11:23:39,683 - mmaction - INFO - Epoch [86][40/627] lr: 4.511e-01, eta: 1 day, 0:22:03, time: 0.852, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8355, loss: 2.8355 2020-07-02 11:23:55,925 - mmaction - INFO - Epoch [86][60/627] lr: 4.511e-01, eta: 1 day, 0:21:47, time: 0.813, data_time: 0.003, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0782, loss: 3.0782 2020-07-02 11:24:12,718 - mmaction - INFO - Epoch [86][80/627] lr: 4.511e-01, eta: 1 day, 0:21:31, time: 0.840, data_time: 0.003, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9967, loss: 2.9967 2020-07-02 11:24:29,775 - mmaction - INFO - Epoch [86][100/627] lr: 4.511e-01, eta: 1 day, 0:21:16, time: 0.853, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0200, loss: 3.0200 2020-07-02 11:24:46,024 - mmaction - INFO - Epoch [86][120/627] lr: 4.511e-01, eta: 1 day, 0:21:00, time: 0.812, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9563, loss: 2.9563 2020-07-02 11:25:02,698 - mmaction - INFO - Epoch [86][140/627] lr: 4.511e-01, eta: 1 day, 0:20:44, time: 0.834, data_time: 0.002, memory: 11095, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.1120, loss: 3.1120 2020-07-02 11:25:19,562 - mmaction - INFO - Epoch [86][160/627] lr: 4.511e-01, eta: 1 day, 0:20:28, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9979, loss: 2.9979 2020-07-02 11:25:36,264 - mmaction - INFO - Epoch [86][180/627] lr: 4.511e-01, eta: 1 day, 0:20:13, time: 0.834, data_time: 0.002, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 2.8180, loss: 2.8180 2020-07-02 11:25:52,839 - mmaction - INFO - Epoch [86][200/627] lr: 4.511e-01, eta: 1 day, 0:19:57, time: 0.830, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8973, loss: 2.8973 2020-07-02 11:26:09,967 - mmaction - INFO - Epoch [86][220/627] lr: 4.511e-01, eta: 1 day, 0:19:42, time: 0.857, data_time: 0.002, memory: 11095, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1012, loss: 3.1012 2020-07-02 11:26:26,134 - mmaction - INFO - Epoch [86][240/627] lr: 4.511e-01, eta: 1 day, 0:19:25, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0716, loss: 3.0716 2020-07-02 11:26:43,428 - mmaction - INFO - Epoch [86][260/627] lr: 4.511e-01, eta: 1 day, 0:19:11, time: 0.864, data_time: 0.002, memory: 11095, top1_acc: 0.3750, top5_acc: 0.5625, loss_cls: 3.0497, loss: 3.0497 2020-07-02 11:26:59,724 - mmaction - INFO - Epoch [86][280/627] lr: 4.511e-01, eta: 1 day, 0:18:54, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0542, loss: 3.0542 2020-07-02 11:27:16,643 - mmaction - INFO - Epoch [86][300/627] lr: 4.511e-01, eta: 1 day, 0:18:39, time: 0.847, data_time: 0.004, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9775, loss: 2.9775 2020-07-02 11:27:33,206 - mmaction - INFO - Epoch [86][320/627] lr: 4.511e-01, eta: 1 day, 0:18:23, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8577, loss: 2.8577 2020-07-02 11:27:49,830 - mmaction - INFO - Epoch [86][340/627] lr: 4.511e-01, eta: 1 day, 0:18:07, time: 0.829, data_time: 0.001, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.9466, loss: 2.9466 2020-07-02 11:28:06,174 - mmaction - INFO - Epoch [86][360/627] lr: 4.511e-01, eta: 1 day, 0:17:50, time: 0.818, data_time: 0.003, memory: 11095, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9940, loss: 2.9940 2020-07-02 11:28:23,488 - mmaction - INFO - Epoch [86][380/627] lr: 4.511e-01, eta: 1 day, 0:17:36, time: 0.867, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1442, loss: 3.1442 2020-07-02 11:28:40,089 - mmaction - INFO - Epoch [86][400/627] lr: 4.511e-01, eta: 1 day, 0:17:20, time: 0.830, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6344, loss_cls: 2.9864, loss: 2.9864 2020-07-02 11:28:56,976 - mmaction - INFO - Epoch [86][420/627] lr: 4.511e-01, eta: 1 day, 0:17:05, time: 0.843, data_time: 0.012, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.2332, loss: 3.2332 2020-07-02 11:29:13,978 - mmaction - INFO - Epoch [86][440/627] lr: 4.511e-01, eta: 1 day, 0:16:50, time: 0.850, data_time: 0.003, memory: 11095, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.0424, loss: 3.0424 2020-07-02 11:29:31,104 - mmaction - INFO - Epoch [86][460/627] lr: 4.511e-01, eta: 1 day, 0:16:35, time: 0.857, data_time: 0.003, memory: 11095, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7533, loss: 2.7533 2020-07-02 11:29:47,248 - mmaction - INFO - Epoch [86][480/627] lr: 4.511e-01, eta: 1 day, 0:16:18, time: 0.807, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.1419, loss: 3.1419 2020-07-02 11:30:04,207 - mmaction - INFO - Epoch [86][500/627] lr: 4.511e-01, eta: 1 day, 0:16:03, time: 0.848, data_time: 0.003, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.0051, loss: 3.0051 2020-07-02 11:30:20,482 - mmaction - INFO - Epoch [86][520/627] lr: 4.511e-01, eta: 1 day, 0:15:46, time: 0.814, data_time: 0.010, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0043, loss: 3.0043 2020-07-02 11:30:36,727 - mmaction - INFO - Epoch [86][540/627] lr: 4.511e-01, eta: 1 day, 0:15:29, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2798, loss: 3.2798 2020-07-02 11:30:53,613 - mmaction - INFO - Epoch [86][560/627] lr: 4.511e-01, eta: 1 day, 0:15:14, time: 0.844, data_time: 0.013, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 2.9658, loss: 2.9658 2020-07-02 11:31:10,896 - mmaction - INFO - Epoch [86][580/627] lr: 4.511e-01, eta: 1 day, 0:15:00, time: 0.866, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9374, loss: 2.9374 2020-07-02 11:31:27,918 - mmaction - INFO - Epoch [86][600/627] lr: 4.511e-01, eta: 1 day, 0:14:44, time: 0.851, data_time: 0.002, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9708, loss: 2.9708 2020-07-02 11:31:44,718 - mmaction - INFO - Epoch [86][620/627] lr: 4.511e-01, eta: 1 day, 0:14:29, time: 0.841, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0499, loss: 3.0499 2020-07-02 11:32:13,114 - mmaction - INFO - Epoch [87][20/627] lr: 4.479e-01, eta: 1 day, 0:14:09, time: 1.154, data_time: 0.304, memory: 11095, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.7980, loss: 2.7980 2020-07-02 11:32:30,341 - mmaction - INFO - Epoch [87][40/627] lr: 4.479e-01, eta: 1 day, 0:13:54, time: 0.862, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0739, loss: 3.0739 2020-07-02 11:32:46,966 - mmaction - INFO - Epoch [87][60/627] lr: 4.479e-01, eta: 1 day, 0:13:38, time: 0.831, data_time: 0.003, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1277, loss: 3.1277 2020-07-02 11:33:03,147 - mmaction - INFO - Epoch [87][80/627] lr: 4.479e-01, eta: 1 day, 0:13:22, time: 0.809, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1271, loss: 3.1271 2020-07-02 11:33:20,439 - mmaction - INFO - Epoch [87][100/627] lr: 4.479e-01, eta: 1 day, 0:13:07, time: 0.865, data_time: 0.001, memory: 11095, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0786, loss: 3.0786 2020-07-02 11:33:37,147 - mmaction - INFO - Epoch [87][120/627] lr: 4.479e-01, eta: 1 day, 0:12:51, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.1636, loss: 3.1636 2020-07-02 11:33:53,255 - mmaction - INFO - Epoch [87][140/627] lr: 4.479e-01, eta: 1 day, 0:12:34, time: 0.806, data_time: 0.002, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.8610, loss: 2.8610 2020-07-02 11:34:10,202 - mmaction - INFO - Epoch [87][160/627] lr: 4.479e-01, eta: 1 day, 0:12:19, time: 0.848, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0548, loss: 3.0548 2020-07-02 11:34:26,713 - mmaction - INFO - Epoch [87][180/627] lr: 4.479e-01, eta: 1 day, 0:12:03, time: 0.825, data_time: 0.002, memory: 11095, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 3.0135, loss: 3.0135 2020-07-02 11:34:42,937 - mmaction - INFO - Epoch [87][200/627] lr: 4.479e-01, eta: 1 day, 0:11:46, time: 0.811, data_time: 0.002, memory: 11095, top1_acc: 0.3969, top5_acc: 0.6125, loss_cls: 2.8526, loss: 2.8526 2020-07-02 11:34:59,939 - mmaction - INFO - Epoch [87][220/627] lr: 4.479e-01, eta: 1 day, 0:11:31, time: 0.850, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9568, loss: 2.9568 2020-07-02 11:35:16,482 - mmaction - INFO - Epoch [87][240/627] lr: 4.479e-01, eta: 1 day, 0:11:15, time: 0.828, data_time: 0.008, memory: 11095, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9212, loss: 2.9212 2020-07-02 11:35:33,701 - mmaction - INFO - Epoch [87][260/627] lr: 4.479e-01, eta: 1 day, 0:11:00, time: 0.861, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.8655, loss: 2.8655 2020-07-02 11:35:50,395 - mmaction - INFO - Epoch [87][280/627] lr: 4.479e-01, eta: 1 day, 0:10:45, time: 0.833, data_time: 0.002, memory: 11095, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.9726, loss: 2.9726 2020-07-02 11:36:07,311 - mmaction - INFO - Epoch [87][300/627] lr: 4.479e-01, eta: 1 day, 0:10:29, time: 0.847, data_time: 0.003, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8366, loss: 2.8366 2020-07-02 11:36:24,165 - mmaction - INFO - Epoch [87][320/627] lr: 4.479e-01, eta: 1 day, 0:10:14, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.0178, loss: 3.0178 2020-07-02 11:36:40,835 - mmaction - INFO - Epoch [87][340/627] lr: 4.479e-01, eta: 1 day, 0:09:58, time: 0.833, data_time: 0.003, memory: 11095, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.0758, loss: 3.0758 2020-07-02 11:36:57,115 - mmaction - INFO - Epoch [87][360/627] lr: 4.479e-01, eta: 1 day, 0:09:41, time: 0.814, data_time: 0.003, memory: 11095, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 2.9745, loss: 2.9745 2020-07-02 11:37:13,612 - mmaction - INFO - Epoch [87][380/627] lr: 4.479e-01, eta: 1 day, 0:09:25, time: 0.826, data_time: 0.002, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1880, loss: 3.1880 2020-07-02 11:37:30,678 - mmaction - INFO - Epoch [87][400/627] lr: 4.479e-01, eta: 1 day, 0:09:10, time: 0.851, data_time: 0.001, memory: 11095, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0114, loss: 3.0114 2020-07-02 11:37:47,395 - mmaction - INFO - Epoch [87][420/627] lr: 4.479e-01, eta: 1 day, 0:08:54, time: 0.833, data_time: 0.003, memory: 11095, top1_acc: 0.3937, top5_acc: 0.6125, loss_cls: 2.8593, loss: 2.8593 2020-07-02 11:38:04,361 - mmaction - INFO - Epoch [87][440/627] lr: 4.479e-01, eta: 1 day, 0:08:39, time: 0.852, data_time: 0.006, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1040, loss: 3.1040 2020-07-02 11:38:21,086 - mmaction - INFO - Epoch [87][460/627] lr: 4.479e-01, eta: 1 day, 0:08:24, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3438, top5_acc: 0.5469, loss_cls: 3.1575, loss: 3.1575 2020-07-02 11:38:37,469 - mmaction - INFO - Epoch [87][480/627] lr: 4.479e-01, eta: 1 day, 0:08:07, time: 0.821, data_time: 0.004, memory: 11095, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0805, loss: 3.0805 2020-07-02 11:38:54,122 - mmaction - INFO - Epoch [87][500/627] lr: 4.479e-01, eta: 1 day, 0:07:52, time: 0.834, data_time: 0.003, memory: 11095, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0513, loss: 3.0513 2020-07-02 11:39:10,286 - mmaction - INFO - Epoch [87][520/627] lr: 4.479e-01, eta: 1 day, 0:07:35, time: 0.807, data_time: 0.001, memory: 11095, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9738, loss: 2.9738 2020-07-02 11:39:27,066 - mmaction - INFO - Epoch [87][540/627] lr: 4.479e-01, eta: 1 day, 0:07:19, time: 0.840, data_time: 0.007, memory: 11095, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0628, loss: 3.0628 2020-07-02 11:39:43,704 - mmaction - INFO - Epoch [87][560/627] lr: 4.479e-01, eta: 1 day, 0:07:03, time: 0.832, data_time: 0.002, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9927, loss: 2.9927 2020-07-02 11:40:00,575 - mmaction - INFO - Epoch [87][580/627] lr: 4.479e-01, eta: 1 day, 0:06:48, time: 0.843, data_time: 0.002, memory: 11095, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1745, loss: 3.1745 2020-07-02 11:40:17,266 - mmaction - INFO - Epoch [87][600/627] lr: 4.479e-01, eta: 1 day, 0:06:32, time: 0.835, data_time: 0.002, memory: 11095, top1_acc: 0.2844, top5_acc: 0.5781, loss_cls: 3.1443, loss: 3.1443 2020-07-02 11:40:33,377 - mmaction - INFO - Epoch [87][620/627] lr: 4.479e-01, eta: 1 day, 0:06:15, time: 0.807, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.0815, loss: 3.0815 2020-07-02 11:41:01,249 - mmaction - INFO - Epoch [88][20/627] lr: 4.447e-01, eta: 1 day, 0:05:54, time: 1.123, data_time: 0.294, memory: 11095, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0417, loss: 3.0417 2020-07-02 11:41:17,931 - mmaction - INFO - Epoch [88][40/627] lr: 4.447e-01, eta: 1 day, 0:05:38, time: 0.836, data_time: 0.003, memory: 11095, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 3.0496, loss: 3.0496 2020-07-02 11:41:34,598 - mmaction - INFO - Epoch [88][60/627] lr: 4.447e-01, eta: 1 day, 0:05:22, time: 0.832, data_time: 0.001, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8331, loss: 2.8331 2020-07-02 11:41:50,808 - mmaction - INFO - Epoch [88][80/627] lr: 4.447e-01, eta: 1 day, 0:05:05, time: 0.811, data_time: 0.003, memory: 11095, top1_acc: 0.3719, top5_acc: 0.5719, loss_cls: 3.0445, loss: 3.0445 2020-07-02 11:42:08,068 - mmaction - INFO - Epoch [88][100/627] lr: 4.447e-01, eta: 1 day, 0:04:51, time: 0.863, data_time: 0.002, memory: 11095, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.8221, loss: 2.8221 2020-07-02 11:42:25,073 - mmaction - INFO - Epoch [88][120/627] lr: 4.447e-01, eta: 1 day, 0:04:36, time: 0.850, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0088, loss: 3.0088 2020-07-02 11:42:41,678 - mmaction - INFO - Epoch [88][140/627] lr: 4.447e-01, eta: 1 day, 0:04:20, time: 0.830, data_time: 0.003, memory: 11095, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0896, loss: 3.0896 2020-07-02 11:42:58,870 - mmaction - INFO - Epoch [88][160/627] lr: 4.447e-01, eta: 1 day, 0:04:05, time: 0.861, data_time: 0.003, memory: 11095, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.9322, loss: 2.9322 2020-07-02 11:43:15,046 - mmaction - INFO - Epoch [88][180/627] lr: 4.447e-01, eta: 1 day, 0:03:48, time: 0.809, data_time: 0.004, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8882, loss: 2.8882 2020-07-02 11:43:31,969 - mmaction - INFO - Epoch [88][200/627] lr: 4.447e-01, eta: 1 day, 0:03:33, time: 0.846, data_time: 0.002, memory: 11095, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0730, loss: 3.0730 2020-07-02 11:43:49,159 - mmaction - INFO - Epoch [88][220/627] lr: 4.447e-01, eta: 1 day, 0:03:18, time: 0.859, data_time: 0.002, memory: 11095, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.9684, loss: 2.9684 2020-07-02 11:44:06,109 - mmaction - INFO - Epoch [88][240/627] lr: 4.447e-01, eta: 1 day, 0:03:03, time: 0.848, data_time: 0.003, memory: 11095, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1441, loss: 3.1441 2020-07-02 11:44:22,702 - mmaction - INFO - Epoch [88][260/627] lr: 4.447e-01, eta: 1 day, 0:02:47, time: 0.828, data_time: 0.002, memory: 11095, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9865, loss: 2.9865 2020-07-02 18:52:09,377 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/platform/dep/cuda-9.0-cudnn7.6 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -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, 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=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 0.5.9.dev20200617 MMAction: 0.1.0+0855fb8 ------------------------------------------------------------ 2020-07-02 18:52:09,378 - mmaction - INFO - Distributed training: True 2020-07-02 18:52:09,378 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/slowonly_debug/mmaction-lite/configs/recognition/slowonly/slowonly_r50_8x8x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, lateral=False, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' # data_root = 'data/kinetics400/rawframes_train/' # data_root_val = 'data/kinetics400/rawframes_val/' # ann_file_train = 'data/kinetics400/kinetics_train_list.txt' # ann_file_val = 'data/kinetics400/kinetics_val_list.txt' # ann_file_test = 'data/kinetics400/kinetics_val_list.txt' data_root = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = '/mnt/lustre/DATAshare2/kinetics_train_list_hd320.txt' ann_file_val = '/mnt/lustre/DATAshare2/kinetics_val_list_hd320.txt' ann_file_test =ann_file_val img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='FrameSelector', 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=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='FrameSelector', 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=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='FrameSelector', 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=16, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.6, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0, warmup_ratio=0.01, warmup='linear', warmup_by_epoch=True, warmup_iters=34) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowonly_r50_8x8x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-02 18:52:20,741 - mmaction - INFO - load checkpoint from work_dirs/so_8x8/epoch_88.pth 2020-07-02 18:52:22,814 - mmaction - INFO - resumed epoch 88, iter 55176 2020-07-02 18:52:22,815 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-42, work_dir: /mnt/lustre/xusu/refactor/slowonly_debug/mmaction-lite/work_dirs/so_8x8 2020-07-02 18:52:22,816 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-02 18:52:57,013 - mmaction - INFO - Epoch [89][20/627] lr: 4.414e-01, eta: 2 days, 1:54:35, time: 1.706, data_time: 0.444, memory: 11097, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2252, loss: 3.2252 2020-07-02 18:53:13,729 - mmaction - INFO - Epoch [89][40/627] lr: 4.414e-01, eta: 1 day, 13:12:43, time: 0.838, data_time: 0.004, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9575, loss: 2.9575 2020-07-02 18:53:30,301 - mmaction - INFO - Epoch [89][60/627] lr: 4.414e-01, eta: 1 day, 8:52:20, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9585, loss: 2.9585 2020-07-02 18:53:46,917 - mmaction - INFO - Epoch [89][80/627] lr: 4.414e-01, eta: 1 day, 6:43:36, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6250, loss_cls: 2.9958, loss: 2.9958 2020-07-02 18:54:03,467 - mmaction - INFO - Epoch [89][100/627] lr: 4.414e-01, eta: 1 day, 5:24:51, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.1085, loss: 3.1085 2020-07-02 18:54:20,865 - mmaction - INFO - Epoch [89][120/627] lr: 4.414e-01, eta: 1 day, 4:44:11, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9597, loss: 2.9597 2020-07-02 18:54:37,912 - mmaction - INFO - Epoch [89][140/627] lr: 4.414e-01, eta: 1 day, 4:11:22, time: 0.854, data_time: 0.004, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 2.9894, loss: 2.9894 2020-07-02 18:54:54,173 - mmaction - INFO - Epoch [89][160/627] lr: 4.414e-01, eta: 1 day, 3:38:05, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.0743, loss: 3.0743 2020-07-02 18:55:11,636 - mmaction - INFO - Epoch [89][180/627] lr: 4.414e-01, eta: 1 day, 3:23:31, time: 0.873, data_time: 0.001, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0333, loss: 3.0333 2020-07-02 18:55:28,218 - mmaction - INFO - Epoch [89][200/627] lr: 4.414e-01, eta: 1 day, 3:03:59, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1451, loss: 3.1451 2020-07-02 18:55:44,446 - mmaction - INFO - Epoch [89][220/627] lr: 4.414e-01, eta: 1 day, 2:45:30, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 2.9817, loss: 2.9817 2020-07-02 18:56:01,647 - mmaction - INFO - Epoch [89][240/627] lr: 4.414e-01, eta: 1 day, 2:36:47, time: 0.859, data_time: 0.001, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0562, loss: 3.0562 2020-07-02 18:56:18,730 - mmaction - INFO - Epoch [89][260/627] lr: 4.414e-01, eta: 1 day, 2:28:52, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.2629, loss: 3.2629 2020-07-02 18:56:35,596 - mmaction - INFO - Epoch [89][280/627] lr: 4.414e-01, eta: 1 day, 2:20:31, time: 0.843, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5875, loss_cls: 2.8527, loss: 2.8527 2020-07-02 18:56:52,213 - mmaction - INFO - Epoch [89][300/627] lr: 4.414e-01, eta: 1 day, 2:11:43, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0698, loss: 3.0698 2020-07-02 18:57:09,332 - mmaction - INFO - Epoch [89][320/627] lr: 4.414e-01, eta: 1 day, 2:06:51, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.9288, loss: 2.9288 2020-07-02 18:57:26,380 - mmaction - INFO - Epoch [89][340/627] lr: 4.414e-01, eta: 1 day, 2:02:13, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6125, loss_cls: 2.8528, loss: 2.8528 2020-07-02 18:57:42,517 - mmaction - INFO - Epoch [89][360/627] lr: 4.414e-01, eta: 1 day, 1:53:33, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 2.9672, loss: 2.9672 2020-07-02 18:57:59,638 - mmaction - INFO - Epoch [89][380/627] lr: 4.414e-01, eta: 1 day, 1:50:21, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1949, loss: 3.1949 2020-07-02 18:58:16,489 - mmaction - INFO - Epoch [89][400/627] lr: 4.414e-01, eta: 1 day, 1:45:58, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 3.0303, loss: 3.0303 2020-07-02 18:58:32,795 - mmaction - INFO - Epoch [89][420/627] lr: 4.414e-01, eta: 1 day, 1:40:14, time: 0.818, data_time: 0.005, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0583, loss: 3.0583 2020-07-02 18:58:49,709 - mmaction - INFO - Epoch [89][440/627] lr: 4.414e-01, eta: 1 day, 1:37:08, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0097, loss: 3.0097 2020-07-02 18:59:06,550 - mmaction - INFO - Epoch [89][460/627] lr: 4.414e-01, eta: 1 day, 1:34:03, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9217, loss: 2.9217 2020-07-02 18:59:23,188 - mmaction - INFO - Epoch [89][480/627] lr: 4.414e-01, eta: 1 day, 1:30:25, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.2906, top5_acc: 0.5813, loss_cls: 3.1918, loss: 3.1918 2020-07-02 18:59:39,836 - mmaction - INFO - Epoch [89][500/627] lr: 4.414e-01, eta: 1 day, 1:27:04, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.2906, top5_acc: 0.5875, loss_cls: 3.2034, loss: 3.2034 2020-07-02 18:59:56,716 - mmaction - INFO - Epoch [89][520/627] lr: 4.414e-01, eta: 1 day, 1:24:42, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8552, loss: 2.8552 2020-07-02 19:00:21,546 - mmaction - INFO - Epoch [89][540/627] lr: 4.414e-01, eta: 1 day, 1:48:00, time: 1.237, data_time: 0.004, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1427, loss: 3.1427 2020-07-02 19:00:38,161 - mmaction - INFO - Epoch [89][560/627] lr: 4.414e-01, eta: 1 day, 1:44:31, time: 0.835, data_time: 0.011, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.8926, loss: 2.8926 2020-07-02 19:00:54,881 - mmaction - INFO - Epoch [89][580/627] lr: 4.414e-01, eta: 1 day, 1:41:17, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8946, loss: 2.8946 2020-07-02 19:01:11,424 - mmaction - INFO - Epoch [89][600/627] lr: 4.414e-01, eta: 1 day, 1:37:46, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.2974, loss: 3.2974 2020-07-02 19:01:28,000 - mmaction - INFO - Epoch [89][620/627] lr: 4.414e-01, eta: 1 day, 1:34:33, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9470, loss: 2.9470 2020-07-02 19:01:59,065 - mmaction - INFO - Epoch [90][20/627] lr: 4.382e-01, eta: 1 day, 1:39:27, time: 1.285, data_time: 0.423, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9262, loss: 2.9262 2020-07-02 19:02:15,723 - mmaction - INFO - Epoch [90][40/627] lr: 4.382e-01, eta: 1 day, 1:36:30, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.8178, loss: 2.8178 2020-07-02 19:02:32,284 - mmaction - INFO - Epoch [90][60/627] lr: 4.382e-01, eta: 1 day, 1:33:29, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0130, loss: 3.0130 2020-07-02 19:02:48,728 - mmaction - INFO - Epoch [90][80/627] lr: 4.382e-01, eta: 1 day, 1:30:28, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6156, loss_cls: 2.8218, loss: 2.8218 2020-07-02 19:03:05,897 - mmaction - INFO - Epoch [90][100/627] lr: 4.382e-01, eta: 1 day, 1:29:15, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9252, loss: 2.9252 2020-07-02 19:03:22,515 - mmaction - INFO - Epoch [90][120/627] lr: 4.382e-01, eta: 1 day, 1:26:43, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7958, loss: 2.7958 2020-07-02 19:03:39,598 - mmaction - INFO - Epoch [90][140/627] lr: 4.382e-01, eta: 1 day, 1:25:31, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8876, loss: 2.8876 2020-07-02 19:03:55,897 - mmaction - INFO - Epoch [90][160/627] lr: 4.382e-01, eta: 1 day, 1:22:32, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8041, loss: 2.8041 2020-07-02 19:04:12,400 - mmaction - INFO - Epoch [90][180/627] lr: 4.382e-01, eta: 1 day, 1:20:08, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0651, loss: 3.0651 2020-07-02 19:04:29,400 - mmaction - INFO - Epoch [90][200/627] lr: 4.382e-01, eta: 1 day, 1:18:53, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.2969, top5_acc: 0.6062, loss_cls: 2.9720, loss: 2.9720 2020-07-02 19:04:46,344 - mmaction - INFO - Epoch [90][220/627] lr: 4.382e-01, eta: 1 day, 1:17:36, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0358, loss: 3.0358 2020-07-02 19:05:03,469 - mmaction - INFO - Epoch [90][240/627] lr: 4.382e-01, eta: 1 day, 1:16:40, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 3.0196, loss: 3.0196 2020-07-02 19:05:19,772 - mmaction - INFO - Epoch [90][260/627] lr: 4.382e-01, eta: 1 day, 1:14:13, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7576, loss: 2.7576 2020-07-02 19:05:36,600 - mmaction - INFO - Epoch [90][280/627] lr: 4.382e-01, eta: 1 day, 1:12:51, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1338, loss: 3.1338 2020-07-02 19:05:53,563 - mmaction - INFO - Epoch [90][300/627] lr: 4.382e-01, eta: 1 day, 1:11:46, time: 0.848, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0814, loss: 3.0814 2020-07-02 19:06:10,299 - mmaction - INFO - Epoch [90][320/627] lr: 4.382e-01, eta: 1 day, 1:10:16, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 2.9332, loss: 2.9332 2020-07-02 19:06:27,041 - mmaction - INFO - Epoch [90][340/627] lr: 4.382e-01, eta: 1 day, 1:08:51, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5656, loss_cls: 3.1022, loss: 3.1022 2020-07-02 19:06:43,553 - mmaction - INFO - Epoch [90][360/627] lr: 4.382e-01, eta: 1 day, 1:07:07, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.1414, loss: 3.1414 2020-07-02 19:07:00,214 - mmaction - INFO - Epoch [90][380/627] lr: 4.382e-01, eta: 1 day, 1:05:39, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0838, loss: 3.0838 2020-07-02 19:07:17,307 - mmaction - INFO - Epoch [90][400/627] lr: 4.382e-01, eta: 1 day, 1:04:59, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.0352, loss: 3.0352 2020-07-02 19:07:34,479 - mmaction - INFO - Epoch [90][420/627] lr: 4.382e-01, eta: 1 day, 1:04:28, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2259, loss: 3.2259 2020-07-02 19:07:51,121 - mmaction - INFO - Epoch [90][440/627] lr: 4.382e-01, eta: 1 day, 1:03:03, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6344, loss_cls: 3.0243, loss: 3.0243 2020-07-02 19:08:08,581 - mmaction - INFO - Epoch [90][460/627] lr: 4.382e-01, eta: 1 day, 1:03:03, time: 0.874, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8899, loss: 2.8899 2020-07-02 19:08:25,443 - mmaction - INFO - Epoch [90][480/627] lr: 4.382e-01, eta: 1 day, 1:02:05, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.2569, loss: 3.2569 2020-07-02 19:08:42,104 - mmaction - INFO - Epoch [90][500/627] lr: 4.382e-01, eta: 1 day, 1:00:48, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0816, loss: 3.0816 2020-07-02 19:08:59,025 - mmaction - INFO - Epoch [90][520/627] lr: 4.382e-01, eta: 1 day, 0:59:58, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.8410, loss: 2.8410 2020-07-02 19:09:15,769 - mmaction - INFO - Epoch [90][540/627] lr: 4.382e-01, eta: 1 day, 0:58:54, time: 0.838, data_time: 0.006, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9257, loss: 2.9257 2020-07-02 19:09:32,522 - mmaction - INFO - Epoch [90][560/627] lr: 4.382e-01, eta: 1 day, 0:57:51, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.0534, loss: 3.0534 2020-07-02 19:09:49,957 - mmaction - INFO - Epoch [90][580/627] lr: 4.382e-01, eta: 1 day, 0:57:49, time: 0.872, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0572, loss: 3.0572 2020-07-02 19:10:06,175 - mmaction - INFO - Epoch [90][600/627] lr: 4.382e-01, eta: 1 day, 0:56:05, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 3.0265, loss: 3.0265 2020-07-02 19:10:23,906 - mmaction - INFO - Epoch [90][620/627] lr: 4.382e-01, eta: 1 day, 0:56:28, time: 0.887, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.8225, loss: 2.8225 2020-07-02 19:11:17,540 - mmaction - INFO - Epoch [91][20/627] lr: 4.349e-01, eta: 1 day, 1:29:56, time: 2.408, data_time: 1.555, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9985, loss: 2.9985 2020-07-02 19:11:34,478 - mmaction - INFO - Epoch [91][40/627] lr: 4.349e-01, eta: 1 day, 1:28:42, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0072, loss: 3.0072 2020-07-02 19:11:51,629 - mmaction - INFO - Epoch [91][60/627] lr: 4.349e-01, eta: 1 day, 1:27:47, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.0866, loss: 3.0866 2020-07-02 19:12:07,831 - mmaction - INFO - Epoch [91][80/627] lr: 4.349e-01, eta: 1 day, 1:25:38, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9082, loss: 2.9082 2020-07-02 19:12:25,040 - mmaction - INFO - Epoch [91][100/627] lr: 4.349e-01, eta: 1 day, 1:24:52, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9420, loss: 2.9420 2020-07-02 19:12:41,595 - mmaction - INFO - Epoch [91][120/627] lr: 4.349e-01, eta: 1 day, 1:23:13, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 3.0443, loss: 3.0443 2020-07-02 19:12:58,734 - mmaction - INFO - Epoch [91][140/627] lr: 4.349e-01, eta: 1 day, 1:22:23, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0030, loss: 3.0030 2020-07-02 19:13:15,289 - mmaction - INFO - Epoch [91][160/627] lr: 4.349e-01, eta: 1 day, 1:20:50, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0473, loss: 3.0473 2020-07-02 19:13:32,364 - mmaction - INFO - Epoch [91][180/627] lr: 4.349e-01, eta: 1 day, 1:19:57, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9043, loss: 2.9043 2020-07-02 19:13:48,733 - mmaction - INFO - Epoch [91][200/627] lr: 4.349e-01, eta: 1 day, 1:18:16, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8071, loss: 2.8071 2020-07-02 19:14:06,106 - mmaction - INFO - Epoch [91][220/627] lr: 4.349e-01, eta: 1 day, 1:17:47, time: 0.868, data_time: 0.001, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2350, loss: 3.2350 2020-07-02 19:14:22,748 - mmaction - INFO - Epoch [91][240/627] lr: 4.349e-01, eta: 1 day, 1:16:27, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 3.0243, loss: 3.0243 2020-07-02 19:14:38,947 - mmaction - INFO - Epoch [91][260/627] lr: 4.349e-01, eta: 1 day, 1:14:39, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 2.9955, loss: 2.9955 2020-07-02 19:14:56,215 - mmaction - INFO - Epoch [91][280/627] lr: 4.349e-01, eta: 1 day, 1:14:04, time: 0.862, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 3.0377, loss: 3.0377 2020-07-02 19:15:12,593 - mmaction - INFO - Epoch [91][300/627] lr: 4.349e-01, eta: 1 day, 1:12:33, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9110, loss: 2.9110 2020-07-02 19:15:29,704 - mmaction - INFO - Epoch [91][320/627] lr: 4.349e-01, eta: 1 day, 1:11:50, time: 0.855, data_time: 0.001, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0571, loss: 3.0571 2020-07-02 19:15:45,927 - mmaction - INFO - Epoch [91][340/627] lr: 4.349e-01, eta: 1 day, 1:10:10, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6750, loss_cls: 2.7146, loss: 2.7146 2020-07-02 19:16:02,618 - mmaction - INFO - Epoch [91][360/627] lr: 4.349e-01, eta: 1 day, 1:09:02, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1309, loss: 3.1309 2020-07-02 19:16:19,261 - mmaction - INFO - Epoch [91][380/627] lr: 4.349e-01, eta: 1 day, 1:07:53, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5563, loss_cls: 3.1430, loss: 3.1430 2020-07-02 19:16:36,088 - mmaction - INFO - Epoch [91][400/627] lr: 4.349e-01, eta: 1 day, 1:06:55, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9662, loss: 2.9662 2020-07-02 19:16:52,378 - mmaction - INFO - Epoch [91][420/627] lr: 4.349e-01, eta: 1 day, 1:05:28, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.2272, loss: 3.2272 2020-07-02 19:17:08,980 - mmaction - INFO - Epoch [91][440/627] lr: 4.349e-01, eta: 1 day, 1:04:19, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.9210, loss: 2.9210 2020-07-02 19:17:25,946 - mmaction - INFO - Epoch [91][460/627] lr: 4.349e-01, eta: 1 day, 1:03:35, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.8046, loss: 2.8046 2020-07-02 19:17:42,928 - mmaction - INFO - Epoch [91][480/627] lr: 4.349e-01, eta: 1 day, 1:02:52, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 3.0610, loss: 3.0610 2020-07-02 19:17:59,418 - mmaction - INFO - Epoch [91][500/627] lr: 4.349e-01, eta: 1 day, 1:01:41, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5625, loss_cls: 3.1092, loss: 3.1092 2020-07-02 19:18:16,124 - mmaction - INFO - Epoch [91][520/627] lr: 4.349e-01, eta: 1 day, 1:00:43, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2788, loss: 3.2788 2020-07-02 19:18:32,850 - mmaction - INFO - Epoch [91][540/627] lr: 4.349e-01, eta: 1 day, 0:59:47, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5969, loss_cls: 3.0801, loss: 3.0801 2020-07-02 19:18:49,309 - mmaction - INFO - Epoch [91][560/627] lr: 4.349e-01, eta: 1 day, 0:58:36, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8822, loss: 2.8822 2020-07-02 19:19:05,981 - mmaction - INFO - Epoch [91][580/627] lr: 4.349e-01, eta: 1 day, 0:57:34, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0083, loss: 3.0083 2020-07-02 19:19:22,901 - mmaction - INFO - Epoch [91][600/627] lr: 4.349e-01, eta: 1 day, 0:56:57, time: 0.850, data_time: 0.009, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2276, loss: 3.2276 2020-07-02 19:19:39,546 - mmaction - INFO - Epoch [91][620/627] lr: 4.349e-01, eta: 1 day, 0:56:01, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9129, loss: 2.9129 2020-07-02 19:20:07,169 - mmaction - INFO - Epoch [92][20/627] lr: 4.316e-01, eta: 1 day, 0:54:36, time: 1.115, data_time: 0.296, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8281, loss: 2.8281 2020-07-02 19:20:23,450 - mmaction - INFO - Epoch [92][40/627] lr: 4.316e-01, eta: 1 day, 0:53:22, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0272, loss: 3.0272 2020-07-02 19:20:40,046 - mmaction - INFO - Epoch [92][60/627] lr: 4.316e-01, eta: 1 day, 0:52:24, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 2.9980, loss: 2.9980 2020-07-02 19:20:56,687 - mmaction - INFO - Epoch [92][80/627] lr: 4.316e-01, eta: 1 day, 0:51:32, time: 0.833, data_time: 0.004, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.9384, loss: 2.9384 2020-07-02 19:21:13,214 - mmaction - INFO - Epoch [92][100/627] lr: 4.316e-01, eta: 1 day, 0:50:33, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 2.9413, loss: 2.9413 2020-07-02 19:21:29,758 - mmaction - INFO - Epoch [92][120/627] lr: 4.316e-01, eta: 1 day, 0:49:37, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.8812, loss: 2.8812 2020-07-02 19:21:46,350 - mmaction - INFO - Epoch [92][140/627] lr: 4.316e-01, eta: 1 day, 0:48:43, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0084, loss: 3.0084 2020-07-02 19:22:02,886 - mmaction - INFO - Epoch [92][160/627] lr: 4.316e-01, eta: 1 day, 0:47:48, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9335, loss: 2.9335 2020-07-02 19:22:19,315 - mmaction - INFO - Epoch [92][180/627] lr: 4.316e-01, eta: 1 day, 0:46:48, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2595, loss: 3.2595 2020-07-02 19:22:35,984 - mmaction - INFO - Epoch [92][200/627] lr: 4.316e-01, eta: 1 day, 0:46:01, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.8370, loss: 2.8370 2020-07-02 19:22:52,676 - mmaction - INFO - Epoch [92][220/627] lr: 4.316e-01, eta: 1 day, 0:45:15, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.8711, loss: 2.8711 2020-07-02 19:23:09,894 - mmaction - INFO - Epoch [92][240/627] lr: 4.316e-01, eta: 1 day, 0:44:56, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 2.9419, loss: 2.9419 2020-07-02 19:23:26,116 - mmaction - INFO - Epoch [92][260/627] lr: 4.316e-01, eta: 1 day, 0:43:48, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9488, loss: 2.9488 2020-07-02 19:23:42,349 - mmaction - INFO - Epoch [92][280/627] lr: 4.316e-01, eta: 1 day, 0:42:43, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0728, loss: 3.0728 2020-07-02 19:23:59,326 - mmaction - INFO - Epoch [92][300/627] lr: 4.316e-01, eta: 1 day, 0:42:12, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9205, loss: 2.9205 2020-07-02 19:24:15,989 - mmaction - INFO - Epoch [92][320/627] lr: 4.316e-01, eta: 1 day, 0:41:28, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.1613, loss: 3.1613 2020-07-02 19:24:32,260 - mmaction - INFO - Epoch [92][340/627] lr: 4.316e-01, eta: 1 day, 0:40:27, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.9693, loss: 2.9693 2020-07-02 19:24:49,135 - mmaction - INFO - Epoch [92][360/627] lr: 4.316e-01, eta: 1 day, 0:39:52, time: 0.842, data_time: 0.001, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.0524, loss: 3.0524 2020-07-02 19:25:05,780 - mmaction - INFO - Epoch [92][380/627] lr: 4.316e-01, eta: 1 day, 0:39:09, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6062, loss_cls: 3.0398, loss: 3.0398 2020-07-02 19:25:22,584 - mmaction - INFO - Epoch [92][400/627] lr: 4.316e-01, eta: 1 day, 0:38:32, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.0729, loss: 3.0729 2020-07-02 19:25:39,338 - mmaction - INFO - Epoch [92][420/627] lr: 4.316e-01, eta: 1 day, 0:37:54, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 2.9364, loss: 2.9364 2020-07-02 19:25:55,864 - mmaction - INFO - Epoch [92][440/627] lr: 4.316e-01, eta: 1 day, 0:37:07, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1385, loss: 3.1385 2020-07-02 19:26:12,835 - mmaction - INFO - Epoch [92][460/627] lr: 4.316e-01, eta: 1 day, 0:36:38, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.8747, loss: 2.8747 2020-07-02 19:26:29,051 - mmaction - INFO - Epoch [92][480/627] lr: 4.316e-01, eta: 1 day, 0:35:39, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.3094, top5_acc: 0.6062, loss_cls: 3.0522, loss: 3.0522 2020-07-02 19:26:45,707 - mmaction - INFO - Epoch [92][500/627] lr: 4.316e-01, eta: 1 day, 0:34:59, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0253, loss: 3.0253 2020-07-02 19:27:02,765 - mmaction - INFO - Epoch [92][520/627] lr: 4.316e-01, eta: 1 day, 0:34:34, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1236, loss: 3.1236 2020-07-02 19:27:19,402 - mmaction - INFO - Epoch [92][540/627] lr: 4.316e-01, eta: 1 day, 0:33:54, time: 0.833, data_time: 0.004, memory: 11097, top1_acc: 0.2938, top5_acc: 0.5844, loss_cls: 3.1557, loss: 3.1557 2020-07-02 19:27:36,062 - mmaction - INFO - Epoch [92][560/627] lr: 4.316e-01, eta: 1 day, 0:33:15, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.2283, loss: 3.2283 2020-07-02 19:27:53,088 - mmaction - INFO - Epoch [92][580/627] lr: 4.316e-01, eta: 1 day, 0:32:50, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 3.0086, loss: 3.0086 2020-07-02 19:28:10,315 - mmaction - INFO - Epoch [92][600/627] lr: 4.316e-01, eta: 1 day, 0:32:36, time: 0.863, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 2.9051, loss: 2.9051 2020-07-02 19:28:27,256 - mmaction - INFO - Epoch [92][620/627] lr: 4.316e-01, eta: 1 day, 0:32:09, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.3031, top5_acc: 0.6031, loss_cls: 3.0298, loss: 3.0298 2020-07-02 19:28:32,520 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-02 19:28:56,018 - mmaction - INFO - Epoch [93][20/627] lr: 4.283e-01, eta: 1 day, 0:31:03, time: 1.107, data_time: 0.291, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.0312, loss: 3.0312 2020-07-02 19:29:12,263 - mmaction - INFO - Epoch [93][40/627] lr: 4.283e-01, eta: 1 day, 0:30:10, time: 0.814, data_time: 0.004, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5875, loss_cls: 2.9608, loss: 2.9608 2020-07-02 19:29:29,678 - mmaction - INFO - Epoch [93][60/627] lr: 4.283e-01, eta: 1 day, 0:30:02, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 2.9777, loss: 2.9777 2020-07-02 19:29:46,230 - mmaction - INFO - Epoch [93][80/627] lr: 4.283e-01, eta: 1 day, 0:29:21, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9688, loss: 2.9688 2020-07-02 19:30:02,970 - mmaction - INFO - Epoch [93][100/627] lr: 4.283e-01, eta: 1 day, 0:28:48, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8847, loss: 2.8847 2020-07-02 19:30:20,350 - mmaction - INFO - Epoch [93][120/627] lr: 4.283e-01, eta: 1 day, 0:28:40, time: 0.869, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9290, loss: 2.9290 2020-07-02 19:30:37,021 - mmaction - INFO - Epoch [93][140/627] lr: 4.283e-01, eta: 1 day, 0:28:03, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8301, loss: 2.8301 2020-07-02 19:30:53,727 - mmaction - INFO - Epoch [93][160/627] lr: 4.283e-01, eta: 1 day, 0:27:28, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.7093, loss: 2.7093 2020-07-02 19:31:10,397 - mmaction - INFO - Epoch [93][180/627] lr: 4.283e-01, eta: 1 day, 0:26:53, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2210, loss: 3.2210 2020-07-02 19:31:27,632 - mmaction - INFO - Epoch [93][200/627] lr: 4.283e-01, eta: 1 day, 0:26:40, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8264, loss: 2.8264 2020-07-02 19:31:43,977 - mmaction - INFO - Epoch [93][220/627] lr: 4.283e-01, eta: 1 day, 0:25:51, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8020, loss: 2.8020 2020-07-02 19:32:00,684 - mmaction - INFO - Epoch [93][240/627] lr: 4.283e-01, eta: 1 day, 0:25:18, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0459, loss: 3.0459 2020-07-02 19:32:16,827 - mmaction - INFO - Epoch [93][260/627] lr: 4.283e-01, eta: 1 day, 0:24:24, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 3.0154, loss: 3.0154 2020-07-02 19:32:33,462 - mmaction - INFO - Epoch [93][280/627] lr: 4.283e-01, eta: 1 day, 0:23:48, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0354, loss: 3.0354 2020-07-02 19:32:51,259 - mmaction - INFO - Epoch [93][300/627] lr: 4.283e-01, eta: 1 day, 0:23:56, time: 0.892, data_time: 0.004, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0390, loss: 3.0390 2020-07-02 19:33:07,706 - mmaction - INFO - Epoch [93][320/627] lr: 4.283e-01, eta: 1 day, 0:23:14, time: 0.821, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 2.9801, loss: 2.9801 2020-07-02 19:33:24,409 - mmaction - INFO - Epoch [93][340/627] lr: 4.283e-01, eta: 1 day, 0:22:41, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 2.9983, loss: 2.9983 2020-07-02 19:33:41,362 - mmaction - INFO - Epoch [93][360/627] lr: 4.283e-01, eta: 1 day, 0:22:18, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.1178, loss: 3.1178 2020-07-02 19:33:58,061 - mmaction - INFO - Epoch [93][380/627] lr: 4.283e-01, eta: 1 day, 0:21:46, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0299, loss: 3.0299 2020-07-02 19:34:14,295 - mmaction - INFO - Epoch [93][400/627] lr: 4.283e-01, eta: 1 day, 0:20:58, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 2.9970, loss: 2.9970 2020-07-02 19:34:31,449 - mmaction - INFO - Epoch [93][420/627] lr: 4.283e-01, eta: 1 day, 0:20:42, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.0338, loss: 3.0338 2020-07-02 19:34:48,169 - mmaction - INFO - Epoch [93][440/627] lr: 4.283e-01, eta: 1 day, 0:20:11, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.8748, loss: 2.8748 2020-07-02 19:35:05,181 - mmaction - INFO - Epoch [93][460/627] lr: 4.283e-01, eta: 1 day, 0:19:50, time: 0.850, data_time: 0.004, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9268, loss: 2.9268 2020-07-02 19:35:21,700 - mmaction - INFO - Epoch [93][480/627] lr: 4.283e-01, eta: 1 day, 0:19:14, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.8603, loss: 2.8603 2020-07-02 19:35:38,416 - mmaction - INFO - Epoch [93][500/627] lr: 4.283e-01, eta: 1 day, 0:18:42, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0232, loss: 3.0232 2020-07-02 19:35:55,684 - mmaction - INFO - Epoch [93][520/627] lr: 4.283e-01, eta: 1 day, 0:18:31, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 2.9513, loss: 2.9513 2020-07-02 19:36:12,340 - mmaction - INFO - Epoch [93][540/627] lr: 4.283e-01, eta: 1 day, 0:17:58, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.8934, loss: 2.8934 2020-07-02 19:36:28,612 - mmaction - INFO - Epoch [93][560/627] lr: 4.283e-01, eta: 1 day, 0:17:14, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.0781, loss: 3.0781 2020-07-02 19:36:45,626 - mmaction - INFO - Epoch [93][580/627] lr: 4.283e-01, eta: 1 day, 0:16:54, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0275, loss: 3.0275 2020-07-02 19:37:02,621 - mmaction - INFO - Epoch [93][600/627] lr: 4.283e-01, eta: 1 day, 0:16:32, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8090, loss: 2.8090 2020-07-02 19:37:19,191 - mmaction - INFO - Epoch [93][620/627] lr: 4.283e-01, eta: 1 day, 0:15:59, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6594, loss_cls: 2.7753, loss: 2.7753 2020-07-02 19:37:46,922 - mmaction - INFO - Epoch [94][20/627] lr: 4.249e-01, eta: 1 day, 0:15:15, time: 1.121, data_time: 0.311, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9417, loss: 2.9417 2020-07-02 19:38:03,849 - mmaction - INFO - Epoch [94][40/627] lr: 4.249e-01, eta: 1 day, 0:14:53, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7472, loss: 2.7472 2020-07-02 19:38:20,225 - mmaction - INFO - Epoch [94][60/627] lr: 4.249e-01, eta: 1 day, 0:14:12, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0553, loss: 3.0553 2020-07-02 19:38:37,328 - mmaction - INFO - Epoch [94][80/627] lr: 4.249e-01, eta: 1 day, 0:13:57, time: 0.857, data_time: 0.004, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8867, loss: 2.8867 2020-07-02 19:38:53,875 - mmaction - INFO - Epoch [94][100/627] lr: 4.249e-01, eta: 1 day, 0:13:22, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8941, loss: 2.8941 2020-07-02 19:39:10,531 - mmaction - INFO - Epoch [94][120/627] lr: 4.249e-01, eta: 1 day, 0:12:52, time: 0.834, data_time: 0.004, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9191, loss: 2.9191 2020-07-02 19:39:27,676 - mmaction - INFO - Epoch [94][140/627] lr: 4.249e-01, eta: 1 day, 0:12:37, time: 0.856, data_time: 0.001, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0161, loss: 3.0161 2020-07-02 19:39:44,222 - mmaction - INFO - Epoch [94][160/627] lr: 4.249e-01, eta: 1 day, 0:12:03, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5969, loss_cls: 2.9733, loss: 2.9733 2020-07-02 19:40:00,869 - mmaction - INFO - Epoch [94][180/627] lr: 4.249e-01, eta: 1 day, 0:11:32, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 2.9573, loss: 2.9573 2020-07-02 19:40:16,995 - mmaction - INFO - Epoch [94][200/627] lr: 4.249e-01, eta: 1 day, 0:10:47, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.7951, loss: 2.7951 2020-07-02 19:40:34,383 - mmaction - INFO - Epoch [94][220/627] lr: 4.249e-01, eta: 1 day, 0:10:40, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6219, loss_cls: 2.9178, loss: 2.9178 2020-07-02 19:40:50,791 - mmaction - INFO - Epoch [94][240/627] lr: 4.249e-01, eta: 1 day, 0:10:02, time: 0.820, data_time: 0.010, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9727, loss: 2.9727 2020-07-02 19:41:07,579 - mmaction - INFO - Epoch [94][260/627] lr: 4.249e-01, eta: 1 day, 0:09:37, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0131, loss: 3.0131 2020-07-02 19:41:24,383 - mmaction - INFO - Epoch [94][280/627] lr: 4.249e-01, eta: 1 day, 0:09:12, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.5781, loss_cls: 3.0266, loss: 3.0266 2020-07-02 19:41:40,525 - mmaction - INFO - Epoch [94][300/627] lr: 4.249e-01, eta: 1 day, 0:08:28, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0129, loss: 3.0129 2020-07-02 19:41:57,939 - mmaction - INFO - Epoch [94][320/627] lr: 4.249e-01, eta: 1 day, 0:08:21, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8683, loss: 2.8683 2020-07-02 19:42:15,311 - mmaction - INFO - Epoch [94][340/627] lr: 4.249e-01, eta: 1 day, 0:08:13, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9648, loss: 2.9648 2020-07-02 19:42:32,450 - mmaction - INFO - Epoch [94][360/627] lr: 4.249e-01, eta: 1 day, 0:07:59, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5687, loss_cls: 3.0601, loss: 3.0601 2020-07-02 19:42:49,642 - mmaction - INFO - Epoch [94][380/627] lr: 4.249e-01, eta: 1 day, 0:07:46, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5750, loss_cls: 2.9871, loss: 2.9871 2020-07-02 19:43:06,665 - mmaction - INFO - Epoch [94][400/627] lr: 4.249e-01, eta: 1 day, 0:07:27, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0317, loss: 3.0317 2020-07-02 19:43:22,788 - mmaction - INFO - Epoch [94][420/627] lr: 4.249e-01, eta: 1 day, 0:06:43, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6281, loss_cls: 2.9502, loss: 2.9502 2020-07-02 19:43:39,317 - mmaction - INFO - Epoch [94][440/627] lr: 4.249e-01, eta: 1 day, 0:06:11, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9266, loss: 2.9266 2020-07-02 19:43:55,656 - mmaction - INFO - Epoch [94][460/627] lr: 4.249e-01, eta: 1 day, 0:05:33, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.1279, loss: 3.1279 2020-07-02 19:44:11,756 - mmaction - INFO - Epoch [94][480/627] lr: 4.249e-01, eta: 1 day, 0:04:50, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.1969, loss: 3.1969 2020-07-02 19:44:28,407 - mmaction - INFO - Epoch [94][500/627] lr: 4.249e-01, eta: 1 day, 0:04:22, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2303, loss: 3.2303 2020-07-02 19:44:45,099 - mmaction - INFO - Epoch [94][520/627] lr: 4.249e-01, eta: 1 day, 0:03:55, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.5669, loss: 2.5669 2020-07-02 19:45:02,409 - mmaction - INFO - Epoch [94][540/627] lr: 4.249e-01, eta: 1 day, 0:03:46, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8660, loss: 2.8660 2020-07-02 19:45:19,094 - mmaction - INFO - Epoch [94][560/627] lr: 4.249e-01, eta: 1 day, 0:03:19, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9828, loss: 2.9828 2020-07-02 19:45:35,638 - mmaction - INFO - Epoch [94][580/627] lr: 4.249e-01, eta: 1 day, 0:02:48, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6031, loss_cls: 2.8976, loss: 2.8976 2020-07-02 19:45:52,342 - mmaction - INFO - Epoch [94][600/627] lr: 4.249e-01, eta: 1 day, 0:02:21, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9038, loss: 2.9038 2020-07-02 19:46:09,425 - mmaction - INFO - Epoch [94][620/627] lr: 4.249e-01, eta: 1 day, 0:02:06, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.7592, loss: 2.7592 2020-07-02 19:46:37,237 - mmaction - INFO - Epoch [95][20/627] lr: 4.216e-01, eta: 1 day, 0:01:31, time: 1.126, data_time: 0.287, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0313, loss: 3.0313 2020-07-02 19:46:53,585 - mmaction - INFO - Epoch [95][40/627] lr: 4.216e-01, eta: 1 day, 0:00:55, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.2969, top5_acc: 0.6125, loss_cls: 2.9822, loss: 2.9822 2020-07-02 19:47:09,785 - mmaction - INFO - Epoch [95][60/627] lr: 4.216e-01, eta: 1 day, 0:00:15, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.9666, loss: 2.9666 2020-07-02 19:47:26,756 - mmaction - INFO - Epoch [95][80/627] lr: 4.216e-01, eta: 23:59:57, time: 0.850, data_time: 0.004, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 2.8614, loss: 2.8614 2020-07-02 19:47:43,862 - mmaction - INFO - Epoch [95][100/627] lr: 4.216e-01, eta: 23:59:42, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9496, loss: 2.9496 2020-07-02 19:48:00,428 - mmaction - INFO - Epoch [95][120/627] lr: 4.216e-01, eta: 23:59:14, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 2.9351, loss: 2.9351 2020-07-02 19:48:17,051 - mmaction - INFO - Epoch [95][140/627] lr: 4.216e-01, eta: 23:58:46, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0846, loss: 3.0846 2020-07-02 19:48:33,714 - mmaction - INFO - Epoch [95][160/627] lr: 4.216e-01, eta: 23:58:20, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9315, loss: 2.9315 2020-07-02 19:48:49,969 - mmaction - INFO - Epoch [95][180/627] lr: 4.216e-01, eta: 23:57:43, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.7231, loss: 2.7231 2020-07-02 19:49:06,541 - mmaction - INFO - Epoch [95][200/627] lr: 4.216e-01, eta: 23:57:14, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9346, loss: 2.9346 2020-07-02 19:49:24,069 - mmaction - INFO - Epoch [95][220/627] lr: 4.216e-01, eta: 23:57:11, time: 0.877, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9603, loss: 2.9603 2020-07-02 19:49:40,846 - mmaction - INFO - Epoch [95][240/627] lr: 4.216e-01, eta: 23:56:48, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 3.0595, loss: 3.0595 2020-07-02 19:49:57,417 - mmaction - INFO - Epoch [95][260/627] lr: 4.216e-01, eta: 23:56:20, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9755, loss: 2.9755 2020-07-02 19:50:14,675 - mmaction - INFO - Epoch [95][280/627] lr: 4.216e-01, eta: 23:56:09, time: 0.862, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9474, loss: 2.9474 2020-07-02 19:50:30,888 - mmaction - INFO - Epoch [95][300/627] lr: 4.216e-01, eta: 23:55:32, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 3.0174, loss: 3.0174 2020-07-02 19:50:47,742 - mmaction - INFO - Epoch [95][320/627] lr: 4.216e-01, eta: 23:55:11, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9668, loss: 2.9668 2020-07-02 19:51:04,767 - mmaction - INFO - Epoch [95][340/627] lr: 4.216e-01, eta: 23:54:54, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 2.8578, loss: 2.8578 2020-07-02 19:51:21,585 - mmaction - INFO - Epoch [95][360/627] lr: 4.216e-01, eta: 23:54:33, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.0981, loss: 3.0981 2020-07-02 19:51:37,810 - mmaction - INFO - Epoch [95][380/627] lr: 4.216e-01, eta: 23:53:56, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9176, loss: 2.9176 2020-07-02 19:51:54,930 - mmaction - INFO - Epoch [95][400/627] lr: 4.216e-01, eta: 23:53:40, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0695, loss: 3.0695 2020-07-02 19:52:11,443 - mmaction - INFO - Epoch [95][420/627] lr: 4.216e-01, eta: 23:53:13, time: 0.829, data_time: 0.006, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 3.0569, loss: 3.0569 2020-07-02 19:52:28,340 - mmaction - INFO - Epoch [95][440/627] lr: 4.216e-01, eta: 23:52:53, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8491, loss: 2.8491 2020-07-02 19:52:45,572 - mmaction - INFO - Epoch [95][460/627] lr: 4.216e-01, eta: 23:52:42, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1384, loss: 3.1384 2020-07-02 19:53:01,784 - mmaction - INFO - Epoch [95][480/627] lr: 4.216e-01, eta: 23:52:06, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8908, loss: 2.8908 2020-07-02 19:53:19,031 - mmaction - INFO - Epoch [95][500/627] lr: 4.216e-01, eta: 23:51:53, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9389, loss: 2.9389 2020-07-02 19:53:35,296 - mmaction - INFO - Epoch [95][520/627] lr: 4.216e-01, eta: 23:51:20, time: 0.816, data_time: 0.006, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1817, loss: 3.1817 2020-07-02 19:53:51,605 - mmaction - INFO - Epoch [95][540/627] lr: 4.216e-01, eta: 23:50:47, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0176, loss: 3.0176 2020-07-02 19:54:08,619 - mmaction - INFO - Epoch [95][560/627] lr: 4.216e-01, eta: 23:50:31, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1496, loss: 3.1496 2020-07-02 19:54:25,712 - mmaction - INFO - Epoch [95][580/627] lr: 4.216e-01, eta: 23:50:16, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0333, loss: 3.0333 2020-07-02 19:54:41,939 - mmaction - INFO - Epoch [95][600/627] lr: 4.216e-01, eta: 23:49:42, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0403, loss: 3.0403 2020-07-02 19:54:59,226 - mmaction - INFO - Epoch [95][620/627] lr: 4.216e-01, eta: 23:49:32, time: 0.864, data_time: 0.001, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.9448, loss: 2.9448 2020-07-02 19:55:27,039 - mmaction - INFO - Epoch [96][20/627] lr: 4.182e-01, eta: 23:49:00, time: 1.127, data_time: 0.320, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9496, loss: 2.9496 2020-07-02 19:55:43,914 - mmaction - INFO - Epoch [96][40/627] lr: 4.182e-01, eta: 23:48:40, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.0453, loss: 3.0453 2020-07-02 19:56:00,204 - mmaction - INFO - Epoch [96][60/627] lr: 4.182e-01, eta: 23:48:07, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0334, loss: 3.0334 2020-07-02 19:56:16,328 - mmaction - INFO - Epoch [96][80/627] lr: 4.182e-01, eta: 23:47:31, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9518, loss: 2.9518 2020-07-02 19:56:32,819 - mmaction - INFO - Epoch [96][100/627] lr: 4.182e-01, eta: 23:47:03, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8571, loss: 2.8571 2020-07-02 19:56:50,181 - mmaction - INFO - Epoch [96][120/627] lr: 4.182e-01, eta: 23:46:53, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1479, loss: 3.1479 2020-07-02 19:57:06,395 - mmaction - INFO - Epoch [96][140/627] lr: 4.182e-01, eta: 23:46:20, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.0700, loss: 3.0700 2020-07-02 19:57:23,059 - mmaction - INFO - Epoch [96][160/627] lr: 4.182e-01, eta: 23:45:56, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.9912, loss: 2.9912 2020-07-02 19:57:39,657 - mmaction - INFO - Epoch [96][180/627] lr: 4.182e-01, eta: 23:45:30, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.9220, loss: 2.9220 2020-07-02 19:57:56,301 - mmaction - INFO - Epoch [96][200/627] lr: 4.182e-01, eta: 23:45:06, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9786, loss: 2.9786 2020-07-02 19:58:12,691 - mmaction - INFO - Epoch [96][220/627] lr: 4.182e-01, eta: 23:44:37, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9217, loss: 2.9217 2020-07-02 19:58:29,326 - mmaction - INFO - Epoch [96][240/627] lr: 4.182e-01, eta: 23:44:13, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.0744, loss: 3.0744 2020-07-02 19:58:46,307 - mmaction - INFO - Epoch [96][260/627] lr: 4.182e-01, eta: 23:43:55, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9969, loss: 2.9969 2020-07-02 19:59:02,812 - mmaction - INFO - Epoch [96][280/627] lr: 4.182e-01, eta: 23:43:29, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.1961, loss: 3.1961 2020-07-02 19:59:19,871 - mmaction - INFO - Epoch [96][300/627] lr: 4.182e-01, eta: 23:43:13, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.5813, loss_cls: 2.9548, loss: 2.9548 2020-07-02 19:59:36,007 - mmaction - INFO - Epoch [96][320/627] lr: 4.182e-01, eta: 23:42:39, time: 0.808, data_time: 0.004, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.8900, loss: 2.8900 2020-07-02 19:59:52,724 - mmaction - INFO - Epoch [96][340/627] lr: 4.182e-01, eta: 23:42:17, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7470, loss: 2.7470 2020-07-02 20:00:15,226 - mmaction - INFO - Epoch [96][360/627] lr: 4.182e-01, eta: 23:43:55, time: 1.120, data_time: 0.004, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9439, loss: 2.9439 2020-07-02 20:00:32,237 - mmaction - INFO - Epoch [96][380/627] lr: 4.182e-01, eta: 23:43:40, time: 0.855, data_time: 0.011, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1168, loss: 3.1168 2020-07-02 20:00:48,868 - mmaction - INFO - Epoch [96][400/627] lr: 4.182e-01, eta: 23:43:16, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7622, loss: 2.7622 2020-07-02 20:01:05,905 - mmaction - INFO - Epoch [96][420/627] lr: 4.182e-01, eta: 23:43:00, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8881, loss: 2.8881 2020-07-02 20:01:22,138 - mmaction - INFO - Epoch [96][440/627] lr: 4.182e-01, eta: 23:42:27, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.1120, loss: 3.1120 2020-07-02 20:01:39,140 - mmaction - INFO - Epoch [96][460/627] lr: 4.182e-01, eta: 23:42:11, time: 0.851, data_time: 0.006, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9533, loss: 2.9533 2020-07-02 20:01:55,998 - mmaction - INFO - Epoch [96][480/627] lr: 4.182e-01, eta: 23:41:51, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8721, loss: 2.8721 2020-07-02 20:02:12,607 - mmaction - INFO - Epoch [96][500/627] lr: 4.182e-01, eta: 23:41:27, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9945, loss: 2.9945 2020-07-02 20:02:28,842 - mmaction - INFO - Epoch [96][520/627] lr: 4.182e-01, eta: 23:40:53, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0216, loss: 3.0216 2020-07-02 20:02:46,091 - mmaction - INFO - Epoch [96][540/627] lr: 4.182e-01, eta: 23:40:43, time: 0.865, data_time: 0.004, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9847, loss: 2.9847 2020-07-02 20:03:02,766 - mmaction - INFO - Epoch [96][560/627] lr: 4.182e-01, eta: 23:40:19, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 2.9878, loss: 2.9878 2020-07-02 20:03:19,703 - mmaction - INFO - Epoch [96][580/627] lr: 4.182e-01, eta: 23:40:02, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.7996, loss: 2.7996 2020-07-02 20:03:36,772 - mmaction - INFO - Epoch [96][600/627] lr: 4.182e-01, eta: 23:39:47, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7845, loss: 2.7845 2020-07-02 20:03:53,281 - mmaction - INFO - Epoch [96][620/627] lr: 4.182e-01, eta: 23:39:21, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0700, loss: 3.0700 2020-07-02 20:03:58,564 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-02 20:04:27,981 - mmaction - INFO - Epoch [97][20/627] lr: 4.148e-01, eta: 23:40:31, time: 1.380, data_time: 0.517, memory: 11097, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2318, loss: 3.2318 2020-07-02 20:04:44,812 - mmaction - INFO - Epoch [97][40/627] lr: 4.148e-01, eta: 23:40:11, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.7720, loss: 2.7720 2020-07-02 20:05:02,568 - mmaction - INFO - Epoch [97][60/627] lr: 4.148e-01, eta: 23:40:09, time: 0.888, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.8526, loss: 2.8526 2020-07-02 20:05:18,732 - mmaction - INFO - Epoch [97][80/627] lr: 4.148e-01, eta: 23:39:35, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6156, loss_cls: 3.0382, loss: 3.0382 2020-07-02 20:05:36,212 - mmaction - INFO - Epoch [97][100/627] lr: 4.148e-01, eta: 23:39:28, time: 0.875, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6719, loss_cls: 2.7827, loss: 2.7827 2020-07-02 20:05:53,404 - mmaction - INFO - Epoch [97][120/627] lr: 4.148e-01, eta: 23:39:14, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9702, loss: 2.9702 2020-07-02 20:06:09,625 - mmaction - INFO - Epoch [97][140/627] lr: 4.148e-01, eta: 23:38:42, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1798, loss: 3.1798 2020-07-02 20:06:26,172 - mmaction - INFO - Epoch [97][160/627] lr: 4.148e-01, eta: 23:38:17, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9011, loss: 2.9011 2020-07-02 20:06:43,074 - mmaction - INFO - Epoch [97][180/627] lr: 4.148e-01, eta: 23:37:58, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.8979, loss: 2.8979 2020-07-02 20:07:00,026 - mmaction - INFO - Epoch [97][200/627] lr: 4.148e-01, eta: 23:37:40, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 3.0477, loss: 3.0477 2020-07-02 20:07:16,975 - mmaction - INFO - Epoch [97][220/627] lr: 4.148e-01, eta: 23:37:23, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.9121, loss: 2.9121 2020-07-02 20:07:33,732 - mmaction - INFO - Epoch [97][240/627] lr: 4.148e-01, eta: 23:37:01, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9613, loss: 2.9613 2020-07-02 20:07:50,707 - mmaction - INFO - Epoch [97][260/627] lr: 4.148e-01, eta: 23:36:44, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9386, loss: 2.9386 2020-07-02 20:08:07,328 - mmaction - INFO - Epoch [97][280/627] lr: 4.148e-01, eta: 23:36:20, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.2526, loss: 3.2526 2020-07-02 20:08:24,252 - mmaction - INFO - Epoch [97][300/627] lr: 4.148e-01, eta: 23:36:02, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6312, loss_cls: 2.9840, loss: 2.9840 2020-07-02 20:08:40,970 - mmaction - INFO - Epoch [97][320/627] lr: 4.148e-01, eta: 23:35:40, time: 0.836, data_time: 0.001, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0015, loss: 3.0015 2020-07-02 20:08:57,840 - mmaction - INFO - Epoch [97][340/627] lr: 4.148e-01, eta: 23:35:20, time: 0.842, data_time: 0.001, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8864, loss: 2.8864 2020-07-02 20:09:14,149 - mmaction - INFO - Epoch [97][360/627] lr: 4.148e-01, eta: 23:34:51, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9403, loss: 2.9403 2020-07-02 20:09:30,797 - mmaction - INFO - Epoch [97][380/627] lr: 4.148e-01, eta: 23:34:27, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0208, loss: 3.0208 2020-07-02 20:09:47,852 - mmaction - INFO - Epoch [97][400/627] lr: 4.148e-01, eta: 23:34:12, time: 0.854, data_time: 0.005, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6406, loss_cls: 2.9551, loss: 2.9551 2020-07-02 20:10:04,366 - mmaction - INFO - Epoch [97][420/627] lr: 4.148e-01, eta: 23:33:46, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0252, loss: 3.0252 2020-07-02 20:10:21,130 - mmaction - INFO - Epoch [97][440/627] lr: 4.148e-01, eta: 23:33:25, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.0187, loss: 3.0187 2020-07-02 20:10:38,258 - mmaction - INFO - Epoch [97][460/627] lr: 4.148e-01, eta: 23:33:11, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8873, loss: 2.8873 2020-07-02 20:10:55,583 - mmaction - INFO - Epoch [97][480/627] lr: 4.148e-01, eta: 23:33:00, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9895, loss: 2.9895 2020-07-02 20:11:12,984 - mmaction - INFO - Epoch [97][500/627] lr: 4.148e-01, eta: 23:32:50, time: 0.870, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1417, loss: 3.1417 2020-07-02 20:11:29,283 - mmaction - INFO - Epoch [97][520/627] lr: 4.148e-01, eta: 23:32:21, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.0387, loss: 3.0387 2020-07-02 20:11:46,222 - mmaction - INFO - Epoch [97][540/627] lr: 4.148e-01, eta: 23:32:04, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2516, loss: 3.2516 2020-07-02 20:12:02,941 - mmaction - INFO - Epoch [97][560/627] lr: 4.148e-01, eta: 23:31:42, time: 0.835, data_time: 0.010, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9954, loss: 2.9954 2020-07-02 20:12:19,781 - mmaction - INFO - Epoch [97][580/627] lr: 4.148e-01, eta: 23:31:23, time: 0.843, data_time: 0.004, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0714, loss: 3.0714 2020-07-02 20:12:36,151 - mmaction - INFO - Epoch [97][600/627] lr: 4.148e-01, eta: 23:30:54, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 2.9586, loss: 2.9586 2020-07-02 20:12:52,641 - mmaction - INFO - Epoch [97][620/627] lr: 4.148e-01, eta: 23:30:29, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 3.0345, loss: 3.0345 2020-07-02 20:13:20,216 - mmaction - INFO - Epoch [98][20/627] lr: 4.114e-01, eta: 23:29:55, time: 1.113, data_time: 0.291, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.8653, loss: 2.8653 2020-07-02 20:13:36,957 - mmaction - INFO - Epoch [98][40/627] lr: 4.114e-01, eta: 23:29:34, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9665, loss: 2.9665 2020-07-02 20:13:53,926 - mmaction - INFO - Epoch [98][60/627] lr: 4.114e-01, eta: 23:29:17, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 2.9821, loss: 2.9821 2020-07-02 20:14:11,151 - mmaction - INFO - Epoch [98][80/627] lr: 4.114e-01, eta: 23:29:04, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7989, loss: 2.7989 2020-07-02 20:14:27,784 - mmaction - INFO - Epoch [98][100/627] lr: 4.114e-01, eta: 23:28:42, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.6451, loss: 2.6451 2020-07-02 20:14:44,016 - mmaction - INFO - Epoch [98][120/627] lr: 4.114e-01, eta: 23:28:11, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0224, loss: 3.0224 2020-07-02 20:15:00,939 - mmaction - INFO - Epoch [98][140/627] lr: 4.114e-01, eta: 23:27:54, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7714, loss: 2.7714 2020-07-02 20:15:17,520 - mmaction - INFO - Epoch [98][160/627] lr: 4.114e-01, eta: 23:27:30, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.7864, loss: 2.7864 2020-07-02 20:15:34,145 - mmaction - INFO - Epoch [98][180/627] lr: 4.114e-01, eta: 23:27:07, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9664, loss: 2.9664 2020-07-02 20:15:50,875 - mmaction - INFO - Epoch [98][200/627] lr: 4.114e-01, eta: 23:26:46, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5844, loss_cls: 3.0078, loss: 3.0078 2020-07-02 20:16:07,091 - mmaction - INFO - Epoch [98][220/627] lr: 4.114e-01, eta: 23:26:16, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1374, loss: 3.1374 2020-07-02 20:16:23,754 - mmaction - INFO - Epoch [98][240/627] lr: 4.114e-01, eta: 23:25:54, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.8748, loss: 2.8748 2020-07-02 20:16:41,030 - mmaction - INFO - Epoch [98][260/627] lr: 4.114e-01, eta: 23:25:42, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8133, loss: 2.8133 2020-07-02 20:16:57,774 - mmaction - INFO - Epoch [98][280/627] lr: 4.114e-01, eta: 23:25:21, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.0913, loss: 3.0913 2020-07-02 20:17:14,778 - mmaction - INFO - Epoch [98][300/627] lr: 4.114e-01, eta: 23:25:05, time: 0.851, data_time: 0.004, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9708, loss: 2.9708 2020-07-02 20:17:32,071 - mmaction - INFO - Epoch [98][320/627] lr: 4.114e-01, eta: 23:24:52, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0760, loss: 3.0760 2020-07-02 20:17:48,775 - mmaction - INFO - Epoch [98][340/627] lr: 4.114e-01, eta: 23:24:33, time: 0.840, data_time: 0.007, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.8671, loss: 2.8671 2020-07-02 20:18:04,881 - mmaction - INFO - Epoch [98][360/627] lr: 4.114e-01, eta: 23:24:02, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 2.9592, loss: 2.9592 2020-07-02 20:18:22,303 - mmaction - INFO - Epoch [98][380/627] lr: 4.114e-01, eta: 23:23:52, time: 0.871, data_time: 0.004, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.9030, loss: 2.9030 2020-07-02 20:18:38,959 - mmaction - INFO - Epoch [98][400/627] lr: 4.114e-01, eta: 23:23:30, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.8933, loss: 2.8933 2020-07-02 20:18:56,173 - mmaction - INFO - Epoch [98][420/627] lr: 4.114e-01, eta: 23:23:17, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0664, loss: 3.0664 2020-07-02 20:19:12,405 - mmaction - INFO - Epoch [98][440/627] lr: 4.114e-01, eta: 23:22:49, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.2875, top5_acc: 0.6125, loss_cls: 3.1127, loss: 3.1127 2020-07-02 20:19:29,416 - mmaction - INFO - Epoch [98][460/627] lr: 4.114e-01, eta: 23:22:32, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 2.9026, loss: 2.9026 2020-07-02 20:19:45,695 - mmaction - INFO - Epoch [98][480/627] lr: 4.114e-01, eta: 23:22:04, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7625, loss: 2.7625 2020-07-02 20:20:02,629 - mmaction - INFO - Epoch [98][500/627] lr: 4.114e-01, eta: 23:21:47, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0469, loss: 3.0469 2020-07-02 20:20:19,547 - mmaction - INFO - Epoch [98][520/627] lr: 4.114e-01, eta: 23:21:30, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8077, loss: 2.8077 2020-07-02 20:20:35,721 - mmaction - INFO - Epoch [98][540/627] lr: 4.114e-01, eta: 23:21:00, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6406, loss_cls: 3.0348, loss: 3.0348 2020-07-02 20:20:53,369 - mmaction - INFO - Epoch [98][560/627] lr: 4.114e-01, eta: 23:20:54, time: 0.883, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 2.9993, loss: 2.9993 2020-07-02 20:21:10,666 - mmaction - INFO - Epoch [98][580/627] lr: 4.114e-01, eta: 23:20:42, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0100, loss: 3.0100 2020-07-02 20:21:26,888 - mmaction - INFO - Epoch [98][600/627] lr: 4.114e-01, eta: 23:20:14, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8297, loss: 2.8297 2020-07-02 20:21:43,374 - mmaction - INFO - Epoch [98][620/627] lr: 4.114e-01, eta: 23:19:49, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.8505, loss: 2.8505 2020-07-02 20:22:11,402 - mmaction - INFO - Epoch [99][20/627] lr: 4.080e-01, eta: 23:19:25, time: 1.139, data_time: 0.309, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0585, loss: 3.0585 2020-07-02 20:22:28,355 - mmaction - INFO - Epoch [99][40/627] lr: 4.080e-01, eta: 23:19:07, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.1629, loss: 3.1629 2020-07-02 20:22:44,942 - mmaction - INFO - Epoch [99][60/627] lr: 4.080e-01, eta: 23:18:45, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9960, loss: 2.9960 2020-07-02 20:23:01,499 - mmaction - INFO - Epoch [99][80/627] lr: 4.080e-01, eta: 23:18:22, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9434, loss: 2.9434 2020-07-02 20:23:17,746 - mmaction - INFO - Epoch [99][100/627] lr: 4.080e-01, eta: 23:17:53, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.7370, loss: 2.7370 2020-07-02 20:23:34,724 - mmaction - INFO - Epoch [99][120/627] lr: 4.080e-01, eta: 23:17:37, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8960, loss: 2.8960 2020-07-02 20:23:51,343 - mmaction - INFO - Epoch [99][140/627] lr: 4.080e-01, eta: 23:17:15, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.0621, loss: 3.0621 2020-07-02 20:24:07,867 - mmaction - INFO - Epoch [99][160/627] lr: 4.080e-01, eta: 23:16:51, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8311, loss: 2.8311 2020-07-02 20:24:24,461 - mmaction - INFO - Epoch [99][180/627] lr: 4.080e-01, eta: 23:16:29, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6344, loss_cls: 2.8103, loss: 2.8103 2020-07-02 20:24:41,060 - mmaction - INFO - Epoch [99][200/627] lr: 4.080e-01, eta: 23:16:07, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.7061, loss: 2.7061 2020-07-02 20:24:58,218 - mmaction - INFO - Epoch [99][220/627] lr: 4.080e-01, eta: 23:15:53, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.8695, loss: 2.8695 2020-07-02 20:25:14,936 - mmaction - INFO - Epoch [99][240/627] lr: 4.080e-01, eta: 23:15:32, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9471, loss: 2.9471 2020-07-02 20:25:32,095 - mmaction - INFO - Epoch [99][260/627] lr: 4.080e-01, eta: 23:15:19, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 3.0170, loss: 3.0170 2020-07-02 20:25:49,135 - mmaction - INFO - Epoch [99][280/627] lr: 4.080e-01, eta: 23:15:03, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3000, top5_acc: 0.6000, loss_cls: 3.0704, loss: 3.0704 2020-07-02 20:26:05,717 - mmaction - INFO - Epoch [99][300/627] lr: 4.080e-01, eta: 23:14:41, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9946, loss: 2.9946 2020-07-02 20:26:22,317 - mmaction - INFO - Epoch [99][320/627] lr: 4.080e-01, eta: 23:14:19, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 3.1218, loss: 3.1218 2020-07-02 20:26:38,574 - mmaction - INFO - Epoch [99][340/627] lr: 4.080e-01, eta: 23:13:52, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9149, loss: 2.9149 2020-07-02 20:26:55,084 - mmaction - INFO - Epoch [99][360/627] lr: 4.080e-01, eta: 23:13:28, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 2.9647, loss: 2.9647 2020-07-02 20:27:12,020 - mmaction - INFO - Epoch [99][380/627] lr: 4.080e-01, eta: 23:13:11, time: 0.845, data_time: 0.001, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7990, loss: 2.7990 2020-07-02 20:27:28,147 - mmaction - INFO - Epoch [99][400/627] lr: 4.080e-01, eta: 23:12:42, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0507, loss: 3.0507 2020-07-02 20:27:44,671 - mmaction - INFO - Epoch [99][420/627] lr: 4.080e-01, eta: 23:12:19, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2029, loss: 3.2029 2020-07-02 20:28:00,992 - mmaction - INFO - Epoch [99][440/627] lr: 4.080e-01, eta: 23:11:51, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8742, loss: 2.8742 2020-07-02 20:28:18,074 - mmaction - INFO - Epoch [99][460/627] lr: 4.080e-01, eta: 23:11:38, time: 0.861, data_time: 0.009, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9441, loss: 2.9441 2020-07-02 20:28:34,914 - mmaction - INFO - Epoch [99][480/627] lr: 4.080e-01, eta: 23:11:20, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0639, loss: 3.0639 2020-07-02 20:28:51,920 - mmaction - INFO - Epoch [99][500/627] lr: 4.080e-01, eta: 23:11:04, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.1001, loss: 3.1001 2020-07-02 20:29:08,151 - mmaction - INFO - Epoch [99][520/627] lr: 4.080e-01, eta: 23:10:37, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.9907, loss: 2.9907 2020-07-02 20:29:24,491 - mmaction - INFO - Epoch [99][540/627] lr: 4.080e-01, eta: 23:10:11, time: 0.817, data_time: 0.004, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0046, loss: 3.0046 2020-07-02 20:29:41,770 - mmaction - INFO - Epoch [99][560/627] lr: 4.080e-01, eta: 23:10:00, time: 0.865, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9742, loss: 2.9742 2020-07-02 20:29:58,310 - mmaction - INFO - Epoch [99][580/627] lr: 4.080e-01, eta: 23:09:37, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.8103, loss: 2.8103 2020-07-02 20:30:15,340 - mmaction - INFO - Epoch [99][600/627] lr: 4.080e-01, eta: 23:09:22, time: 0.852, data_time: 0.013, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0769, loss: 3.0769 2020-07-02 20:30:32,361 - mmaction - INFO - Epoch [99][620/627] lr: 4.080e-01, eta: 23:09:06, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9967, loss: 2.9967 2020-07-02 20:31:00,303 - mmaction - INFO - Epoch [100][20/627] lr: 4.045e-01, eta: 23:08:40, time: 1.132, data_time: 0.319, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.9659, loss: 2.9659 2020-07-02 20:31:17,096 - mmaction - INFO - Epoch [100][40/627] lr: 4.045e-01, eta: 23:08:21, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9283, loss: 2.9283 2020-07-02 20:31:33,694 - mmaction - INFO - Epoch [100][60/627] lr: 4.045e-01, eta: 23:08:00, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2313, loss: 3.2313 2020-07-02 20:31:49,826 - mmaction - INFO - Epoch [100][80/627] lr: 4.045e-01, eta: 23:07:31, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6469, loss_cls: 2.8609, loss: 2.8609 2020-07-02 20:32:06,652 - mmaction - INFO - Epoch [100][100/627] lr: 4.045e-01, eta: 23:07:13, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.8473, loss: 2.8473 2020-07-02 20:32:22,878 - mmaction - INFO - Epoch [100][120/627] lr: 4.045e-01, eta: 23:06:46, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.7539, loss: 2.7539 2020-07-02 20:32:39,552 - mmaction - INFO - Epoch [100][140/627] lr: 4.045e-01, eta: 23:06:26, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 2.7983, loss: 2.7983 2020-07-02 20:32:56,588 - mmaction - INFO - Epoch [100][160/627] lr: 4.045e-01, eta: 23:06:11, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9142, loss: 2.9142 2020-07-02 20:33:13,402 - mmaction - INFO - Epoch [100][180/627] lr: 4.045e-01, eta: 23:05:52, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.1782, loss: 3.1782 2020-07-02 20:33:29,936 - mmaction - INFO - Epoch [100][200/627] lr: 4.045e-01, eta: 23:05:29, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7084, loss: 2.7084 2020-07-02 20:33:46,643 - mmaction - INFO - Epoch [100][220/627] lr: 4.045e-01, eta: 23:05:10, time: 0.837, data_time: 0.004, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9018, loss: 2.9018 2020-07-02 20:34:03,376 - mmaction - INFO - Epoch [100][240/627] lr: 4.045e-01, eta: 23:04:50, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.7682, loss: 2.7682 2020-07-02 20:34:20,449 - mmaction - INFO - Epoch [100][260/627] lr: 4.045e-01, eta: 23:04:35, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6094, loss_cls: 2.9359, loss: 2.9359 2020-07-02 20:34:37,556 - mmaction - INFO - Epoch [100][280/627] lr: 4.045e-01, eta: 23:04:21, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0380, loss: 3.0380 2020-07-02 20:34:54,404 - mmaction - INFO - Epoch [100][300/627] lr: 4.045e-01, eta: 23:04:03, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9774, loss: 2.9774 2020-07-02 20:35:11,823 - mmaction - INFO - Epoch [100][320/627] lr: 4.045e-01, eta: 23:03:53, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8332, loss: 2.8332 2020-07-02 20:35:28,598 - mmaction - INFO - Epoch [100][340/627] lr: 4.045e-01, eta: 23:03:34, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8742, loss: 2.8742 2020-07-02 20:35:46,099 - mmaction - INFO - Epoch [100][360/627] lr: 4.045e-01, eta: 23:03:24, time: 0.875, data_time: 0.004, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9592, loss: 2.9592 2020-07-02 20:36:02,644 - mmaction - INFO - Epoch [100][380/627] lr: 4.045e-01, eta: 23:03:03, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6094, loss_cls: 2.9327, loss: 2.9327 2020-07-02 20:36:19,593 - mmaction - INFO - Epoch [100][400/627] lr: 4.045e-01, eta: 23:02:46, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0190, loss: 3.0190 2020-07-02 20:36:35,780 - mmaction - INFO - Epoch [100][420/627] lr: 4.045e-01, eta: 23:02:19, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.0785, loss: 3.0785 2020-07-02 20:36:52,693 - mmaction - INFO - Epoch [100][440/627] lr: 4.045e-01, eta: 23:02:02, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5906, loss_cls: 2.9011, loss: 2.9011 2020-07-02 20:37:09,439 - mmaction - INFO - Epoch [100][460/627] lr: 4.045e-01, eta: 23:01:43, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.6791, loss: 2.6791 2020-07-02 20:37:25,685 - mmaction - INFO - Epoch [100][480/627] lr: 4.045e-01, eta: 23:01:17, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9612, loss: 2.9612 2020-07-02 20:37:42,480 - mmaction - INFO - Epoch [100][500/627] lr: 4.045e-01, eta: 23:00:58, time: 0.839, data_time: 0.001, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0968, loss: 3.0968 2020-07-02 20:37:59,725 - mmaction - INFO - Epoch [100][520/627] lr: 4.045e-01, eta: 23:00:46, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9721, loss: 2.9721 2020-07-02 20:38:16,203 - mmaction - INFO - Epoch [100][540/627] lr: 4.045e-01, eta: 23:00:23, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1723, loss: 3.1723 2020-07-02 20:38:32,759 - mmaction - INFO - Epoch [100][560/627] lr: 4.045e-01, eta: 23:00:01, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.8825, loss: 2.8825 2020-07-02 20:38:49,216 - mmaction - INFO - Epoch [100][580/627] lr: 4.045e-01, eta: 22:59:38, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.1047, loss: 3.1047 2020-07-02 20:39:05,858 - mmaction - INFO - Epoch [100][600/627] lr: 4.045e-01, eta: 22:59:18, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0121, loss: 3.0121 2020-07-02 20:39:22,695 - mmaction - INFO - Epoch [100][620/627] lr: 4.045e-01, eta: 22:59:00, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9144, loss: 2.9144 2020-07-02 20:39:27,938 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-02 20:39:50,729 - mmaction - INFO - Epoch [101][20/627] lr: 4.011e-01, eta: 22:58:22, time: 1.084, data_time: 0.239, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9758, loss: 2.9758 2020-07-02 20:40:07,989 - mmaction - INFO - Epoch [101][40/627] lr: 4.011e-01, eta: 22:58:09, time: 0.861, data_time: 0.001, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.8699, loss: 2.8699 2020-07-02 20:40:25,169 - mmaction - INFO - Epoch [101][60/627] lr: 4.011e-01, eta: 22:57:56, time: 0.859, data_time: 0.016, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9802, loss: 2.9802 2020-07-02 20:40:41,696 - mmaction - INFO - Epoch [101][80/627] lr: 4.011e-01, eta: 22:57:34, time: 0.827, data_time: 0.017, memory: 11097, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.2427, loss: 3.2427 2020-07-02 20:40:58,790 - mmaction - INFO - Epoch [101][100/627] lr: 4.011e-01, eta: 22:57:19, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9330, loss: 2.9330 2020-07-02 20:41:15,487 - mmaction - INFO - Epoch [101][120/627] lr: 4.011e-01, eta: 22:57:00, time: 0.835, data_time: 0.012, memory: 11097, top1_acc: 0.3125, top5_acc: 0.6094, loss_cls: 2.8991, loss: 2.8991 2020-07-02 20:41:32,763 - mmaction - INFO - Epoch [101][140/627] lr: 4.011e-01, eta: 22:56:48, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6945, loss: 2.6945 2020-07-02 20:41:49,366 - mmaction - INFO - Epoch [101][160/627] lr: 4.011e-01, eta: 22:56:26, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1259, loss: 3.1259 2020-07-02 20:42:05,837 - mmaction - INFO - Epoch [101][180/627] lr: 4.011e-01, eta: 22:56:04, time: 0.823, data_time: 0.014, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8746, loss: 2.8746 2020-07-02 20:42:22,444 - mmaction - INFO - Epoch [101][200/627] lr: 4.011e-01, eta: 22:55:43, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0076, loss: 3.0076 2020-07-02 20:42:38,977 - mmaction - INFO - Epoch [101][220/627] lr: 4.011e-01, eta: 22:55:21, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5687, loss_cls: 3.0190, loss: 3.0190 2020-07-02 20:42:55,545 - mmaction - INFO - Epoch [101][240/627] lr: 4.011e-01, eta: 22:55:00, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1139, loss: 3.1139 2020-07-02 20:43:12,149 - mmaction - INFO - Epoch [101][260/627] lr: 4.011e-01, eta: 22:54:39, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 2.9973, loss: 2.9973 2020-07-02 20:43:28,394 - mmaction - INFO - Epoch [101][280/627] lr: 4.011e-01, eta: 22:54:14, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9380, loss: 2.9380 2020-07-02 20:43:45,572 - mmaction - INFO - Epoch [101][300/627] lr: 4.011e-01, eta: 22:54:01, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.8400, loss: 2.8400 2020-07-02 20:44:02,520 - mmaction - INFO - Epoch [101][320/627] lr: 4.011e-01, eta: 22:53:44, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6374, loss: 2.6374 2020-07-02 20:44:19,182 - mmaction - INFO - Epoch [101][340/627] lr: 4.011e-01, eta: 22:53:24, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9547, loss: 2.9547 2020-07-02 20:44:35,442 - mmaction - INFO - Epoch [101][360/627] lr: 4.011e-01, eta: 22:52:59, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.8970, loss: 2.8970 2020-07-02 20:44:52,487 - mmaction - INFO - Epoch [101][380/627] lr: 4.011e-01, eta: 22:52:44, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0727, loss: 3.0727 2020-07-02 20:45:08,794 - mmaction - INFO - Epoch [101][400/627] lr: 4.011e-01, eta: 22:52:19, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9840, loss: 2.9840 2020-07-02 20:45:25,826 - mmaction - INFO - Epoch [101][420/627] lr: 4.011e-01, eta: 22:52:05, time: 0.855, data_time: 0.017, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2220, loss: 3.2220 2020-07-02 20:45:42,843 - mmaction - INFO - Epoch [101][440/627] lr: 4.011e-01, eta: 22:51:49, time: 0.850, data_time: 0.008, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6406, loss_cls: 3.0139, loss: 3.0139 2020-07-02 20:46:00,636 - mmaction - INFO - Epoch [101][460/627] lr: 4.011e-01, eta: 22:51:43, time: 0.890, data_time: 0.012, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6094, loss_cls: 2.9276, loss: 2.9276 2020-07-02 20:46:17,607 - mmaction - INFO - Epoch [101][480/627] lr: 4.011e-01, eta: 22:51:27, time: 0.848, data_time: 0.011, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1339, loss: 3.1339 2020-07-02 20:46:34,315 - mmaction - INFO - Epoch [101][500/627] lr: 4.011e-01, eta: 22:51:07, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9737, loss: 2.9737 2020-07-02 20:46:51,990 - mmaction - INFO - Epoch [101][520/627] lr: 4.011e-01, eta: 22:51:00, time: 0.884, data_time: 0.006, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8877, loss: 2.8877 2020-07-02 20:47:09,165 - mmaction - INFO - Epoch [101][540/627] lr: 4.011e-01, eta: 22:50:45, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7492, loss: 2.7492 2020-07-02 20:47:25,775 - mmaction - INFO - Epoch [101][560/627] lr: 4.011e-01, eta: 22:50:26, time: 0.834, data_time: 0.005, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6312, loss_cls: 2.8829, loss: 2.8829 2020-07-02 20:47:42,413 - mmaction - INFO - Epoch [101][580/627] lr: 4.011e-01, eta: 22:50:05, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.8844, loss: 2.8844 2020-07-02 20:47:59,015 - mmaction - INFO - Epoch [101][600/627] lr: 4.011e-01, eta: 22:49:44, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.7460, loss: 2.7460 2020-07-02 20:48:15,506 - mmaction - INFO - Epoch [101][620/627] lr: 4.011e-01, eta: 22:49:23, time: 0.825, data_time: 0.004, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9086, loss: 2.9086 2020-07-02 20:48:43,559 - mmaction - INFO - Epoch [102][20/627] lr: 3.976e-01, eta: 22:48:59, time: 1.138, data_time: 0.301, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 2.9812, loss: 2.9812 2020-07-02 20:49:00,180 - mmaction - INFO - Epoch [102][40/627] lr: 3.976e-01, eta: 22:48:39, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 3.1165, loss: 3.1165 2020-07-02 20:49:17,869 - mmaction - INFO - Epoch [102][60/627] lr: 3.976e-01, eta: 22:48:31, time: 0.885, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7520, loss: 2.7520 2020-07-02 20:49:34,426 - mmaction - INFO - Epoch [102][80/627] lr: 3.976e-01, eta: 22:48:10, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.8632, loss: 2.8632 2020-07-02 20:49:50,997 - mmaction - INFO - Epoch [102][100/627] lr: 3.976e-01, eta: 22:47:49, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8520, loss: 2.8520 2020-07-02 20:50:07,666 - mmaction - INFO - Epoch [102][120/627] lr: 3.976e-01, eta: 22:47:30, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.8399, loss: 2.8399 2020-07-02 20:50:24,602 - mmaction - INFO - Epoch [102][140/627] lr: 3.976e-01, eta: 22:47:13, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9870, loss: 2.9870 2020-07-02 20:50:41,268 - mmaction - INFO - Epoch [102][160/627] lr: 3.976e-01, eta: 22:46:53, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9599, loss: 2.9599 2020-07-02 20:50:58,081 - mmaction - INFO - Epoch [102][180/627] lr: 3.976e-01, eta: 22:46:35, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8844, loss: 2.8844 2020-07-02 20:51:15,070 - mmaction - INFO - Epoch [102][200/627] lr: 3.976e-01, eta: 22:46:20, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.7739, loss: 2.7739 2020-07-02 20:51:32,399 - mmaction - INFO - Epoch [102][220/627] lr: 3.976e-01, eta: 22:46:07, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 3.0527, loss: 3.0527 2020-07-02 20:51:49,627 - mmaction - INFO - Epoch [102][240/627] lr: 3.976e-01, eta: 22:45:54, time: 0.862, data_time: 0.004, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.7878, loss: 2.7878 2020-07-02 20:52:05,869 - mmaction - INFO - Epoch [102][260/627] lr: 3.976e-01, eta: 22:45:30, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0036, loss: 3.0036 2020-07-02 20:52:22,566 - mmaction - INFO - Epoch [102][280/627] lr: 3.976e-01, eta: 22:45:10, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.7747, loss: 2.7747 2020-07-02 20:52:38,784 - mmaction - INFO - Epoch [102][300/627] lr: 3.976e-01, eta: 22:44:46, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 2.9809, loss: 2.9809 2020-07-02 20:52:55,396 - mmaction - INFO - Epoch [102][320/627] lr: 3.976e-01, eta: 22:44:25, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9208, loss: 2.9208 2020-07-02 20:53:12,872 - mmaction - INFO - Epoch [102][340/627] lr: 3.976e-01, eta: 22:44:15, time: 0.874, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7436, loss: 2.7436 2020-07-02 20:53:29,122 - mmaction - INFO - Epoch [102][360/627] lr: 3.976e-01, eta: 22:43:51, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.0729, loss: 3.0729 2020-07-02 20:53:46,426 - mmaction - INFO - Epoch [102][380/627] lr: 3.976e-01, eta: 22:43:38, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0675, loss: 3.0675 2020-07-02 20:54:03,556 - mmaction - INFO - Epoch [102][400/627] lr: 3.976e-01, eta: 22:43:24, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9108, loss: 2.9108 2020-07-02 20:54:20,710 - mmaction - INFO - Epoch [102][420/627] lr: 3.976e-01, eta: 22:43:09, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5969, loss_cls: 3.0165, loss: 3.0165 2020-07-02 20:54:37,827 - mmaction - INFO - Epoch [102][440/627] lr: 3.976e-01, eta: 22:42:55, time: 0.860, data_time: 0.007, memory: 11097, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0584, loss: 3.0584 2020-07-02 20:54:54,850 - mmaction - INFO - Epoch [102][460/627] lr: 3.976e-01, eta: 22:42:40, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.5906, loss_cls: 2.8843, loss: 2.8843 2020-07-02 20:55:11,001 - mmaction - INFO - Epoch [102][480/627] lr: 3.976e-01, eta: 22:42:14, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.7928, loss: 2.7928 2020-07-02 20:55:27,530 - mmaction - INFO - Epoch [102][500/627] lr: 3.976e-01, eta: 22:41:53, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0794, loss: 3.0794 2020-07-02 20:55:44,967 - mmaction - INFO - Epoch [102][520/627] lr: 3.976e-01, eta: 22:41:42, time: 0.872, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7637, loss: 2.7637 2020-07-02 20:56:01,136 - mmaction - INFO - Epoch [102][540/627] lr: 3.976e-01, eta: 22:41:17, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9927, loss: 2.9927 2020-07-02 20:56:18,099 - mmaction - INFO - Epoch [102][560/627] lr: 3.976e-01, eta: 22:41:01, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.8885, loss: 2.8885 2020-07-02 20:56:34,375 - mmaction - INFO - Epoch [102][580/627] lr: 3.976e-01, eta: 22:40:37, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0815, loss: 3.0815 2020-07-02 20:56:51,531 - mmaction - INFO - Epoch [102][600/627] lr: 3.976e-01, eta: 22:40:23, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6344, loss_cls: 2.9115, loss: 2.9115 2020-07-02 20:57:08,223 - mmaction - INFO - Epoch [102][620/627] lr: 3.976e-01, eta: 22:40:04, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.8092, loss: 2.8092 2020-07-02 20:57:36,123 - mmaction - INFO - Epoch [103][20/627] lr: 3.941e-01, eta: 22:39:38, time: 1.125, data_time: 0.302, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 3.0272, loss: 3.0272 2020-07-02 20:57:52,260 - mmaction - INFO - Epoch [103][40/627] lr: 3.941e-01, eta: 22:39:13, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.7878, loss: 2.7878 2020-07-02 20:58:09,715 - mmaction - INFO - Epoch [103][60/627] lr: 3.941e-01, eta: 22:39:02, time: 0.871, data_time: 0.011, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.7558, loss: 2.7558 2020-07-02 20:58:26,357 - mmaction - INFO - Epoch [103][80/627] lr: 3.941e-01, eta: 22:38:42, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1422, loss: 3.1422 2020-07-02 20:58:43,418 - mmaction - INFO - Epoch [103][100/627] lr: 3.941e-01, eta: 22:38:27, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8342, loss: 2.8342 2020-07-02 20:58:59,882 - mmaction - INFO - Epoch [103][120/627] lr: 3.941e-01, eta: 22:38:05, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8590, loss: 2.8590 2020-07-02 20:59:16,893 - mmaction - INFO - Epoch [103][140/627] lr: 3.941e-01, eta: 22:37:50, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8288, loss: 2.8288 2020-07-02 20:59:33,550 - mmaction - INFO - Epoch [103][160/627] lr: 3.941e-01, eta: 22:37:30, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6094, loss_cls: 2.8536, loss: 2.8536 2020-07-02 20:59:50,671 - mmaction - INFO - Epoch [103][180/627] lr: 3.941e-01, eta: 22:37:15, time: 0.858, data_time: 0.005, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5875, loss_cls: 3.0279, loss: 3.0279 2020-07-02 21:00:14,226 - mmaction - INFO - Epoch [103][200/627] lr: 3.941e-01, eta: 22:38:09, time: 1.174, data_time: 0.004, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 2.9634, loss: 2.9634 2020-07-02 21:00:30,661 - mmaction - INFO - Epoch [103][220/627] lr: 3.941e-01, eta: 22:37:48, time: 0.827, data_time: 0.011, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0034, loss: 3.0034 2020-07-02 21:00:46,927 - mmaction - INFO - Epoch [103][240/627] lr: 3.941e-01, eta: 22:37:24, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6250, loss_cls: 2.9942, loss: 2.9942 2020-07-02 21:01:03,817 - mmaction - INFO - Epoch [103][260/627] lr: 3.941e-01, eta: 22:37:06, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9796, loss: 2.9796 2020-07-02 21:01:20,432 - mmaction - INFO - Epoch [103][280/627] lr: 3.941e-01, eta: 22:36:47, time: 0.836, data_time: 0.008, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1717, loss: 3.1717 2020-07-02 21:01:36,649 - mmaction - INFO - Epoch [103][300/627] lr: 3.941e-01, eta: 22:36:23, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1416, loss: 3.1416 2020-07-02 21:01:53,257 - mmaction - INFO - Epoch [103][320/627] lr: 3.941e-01, eta: 22:36:03, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.0753, loss: 3.0753 2020-07-02 21:02:09,831 - mmaction - INFO - Epoch [103][340/627] lr: 3.941e-01, eta: 22:35:42, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7805, loss: 2.7805 2020-07-02 21:02:26,653 - mmaction - INFO - Epoch [103][360/627] lr: 3.941e-01, eta: 22:35:24, time: 0.840, data_time: 0.001, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8815, loss: 2.8815 2020-07-02 21:02:42,966 - mmaction - INFO - Epoch [103][380/627] lr: 3.941e-01, eta: 22:35:01, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.9094, loss: 2.9094 2020-07-02 21:02:59,462 - mmaction - INFO - Epoch [103][400/627] lr: 3.941e-01, eta: 22:34:40, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0370, loss: 3.0370 2020-07-02 21:03:16,601 - mmaction - INFO - Epoch [103][420/627] lr: 3.941e-01, eta: 22:34:25, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.8516, loss: 2.8516 2020-07-02 21:03:33,303 - mmaction - INFO - Epoch [103][440/627] lr: 3.941e-01, eta: 22:34:06, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8657, loss: 2.8657 2020-07-02 21:03:50,385 - mmaction - INFO - Epoch [103][460/627] lr: 3.941e-01, eta: 22:33:51, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6687, loss_cls: 2.5881, loss: 2.5881 2020-07-02 21:04:07,283 - mmaction - INFO - Epoch [103][480/627] lr: 3.941e-01, eta: 22:33:35, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.7910, loss: 2.7910 2020-07-02 21:04:23,962 - mmaction - INFO - Epoch [103][500/627] lr: 3.941e-01, eta: 22:33:15, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 2.9941, loss: 2.9941 2020-07-02 21:04:40,924 - mmaction - INFO - Epoch [103][520/627] lr: 3.941e-01, eta: 22:32:59, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7696, loss: 2.7696 2020-07-02 21:04:57,602 - mmaction - INFO - Epoch [103][540/627] lr: 3.941e-01, eta: 22:32:39, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7842, loss: 2.7842 2020-07-02 21:05:13,746 - mmaction - INFO - Epoch [103][560/627] lr: 3.941e-01, eta: 22:32:15, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1458, loss: 3.1458 2020-07-02 21:05:30,721 - mmaction - INFO - Epoch [103][580/627] lr: 3.941e-01, eta: 22:31:59, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8223, loss: 2.8223 2020-07-02 21:05:46,946 - mmaction - INFO - Epoch [103][600/627] lr: 3.941e-01, eta: 22:31:35, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8886, loss: 2.8886 2020-07-02 21:06:03,585 - mmaction - INFO - Epoch [103][620/627] lr: 3.941e-01, eta: 22:31:15, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1029, loss: 3.1029 2020-07-02 21:06:34,522 - mmaction - INFO - Epoch [104][20/627] lr: 3.906e-01, eta: 22:31:21, time: 1.280, data_time: 0.439, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8130, loss: 2.8130 2020-07-02 21:06:51,445 - mmaction - INFO - Epoch [104][40/627] lr: 3.906e-01, eta: 22:31:04, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0899, loss: 3.0899 2020-07-02 21:07:08,280 - mmaction - INFO - Epoch [104][60/627] lr: 3.906e-01, eta: 22:30:47, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8420, loss: 2.8420 2020-07-02 21:07:24,815 - mmaction - INFO - Epoch [104][80/627] lr: 3.906e-01, eta: 22:30:26, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3156, top5_acc: 0.6219, loss_cls: 3.0017, loss: 3.0017 2020-07-02 21:07:41,385 - mmaction - INFO - Epoch [104][100/627] lr: 3.906e-01, eta: 22:30:06, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.9480, loss: 2.9480 2020-07-02 21:07:57,950 - mmaction - INFO - Epoch [104][120/627] lr: 3.906e-01, eta: 22:29:45, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7949, loss: 2.7949 2020-07-02 21:08:14,594 - mmaction - INFO - Epoch [104][140/627] lr: 3.906e-01, eta: 22:29:26, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0535, loss: 3.0535 2020-07-02 21:08:31,310 - mmaction - INFO - Epoch [104][160/627] lr: 3.906e-01, eta: 22:29:07, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9531, loss: 2.9531 2020-07-02 21:08:47,538 - mmaction - INFO - Epoch [104][180/627] lr: 3.906e-01, eta: 22:28:43, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7816, loss: 2.7816 2020-07-02 21:09:04,287 - mmaction - INFO - Epoch [104][200/627] lr: 3.906e-01, eta: 22:28:25, time: 0.837, data_time: 0.004, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.7436, loss: 2.7436 2020-07-02 21:09:21,164 - mmaction - INFO - Epoch [104][220/627] lr: 3.906e-01, eta: 22:28:08, time: 0.845, data_time: 0.004, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 2.9614, loss: 2.9614 2020-07-02 21:09:37,676 - mmaction - INFO - Epoch [104][240/627] lr: 3.906e-01, eta: 22:27:47, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 3.0343, loss: 3.0343 2020-07-02 21:09:53,979 - mmaction - INFO - Epoch [104][260/627] lr: 3.906e-01, eta: 22:27:24, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0917, loss: 3.0917 2020-07-02 21:10:11,005 - mmaction - INFO - Epoch [104][280/627] lr: 3.906e-01, eta: 22:27:08, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6531, loss_cls: 2.7736, loss: 2.7736 2020-07-02 21:10:28,611 - mmaction - INFO - Epoch [104][300/627] lr: 3.906e-01, eta: 22:26:58, time: 0.880, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9277, loss: 2.9277 2020-07-02 21:10:45,796 - mmaction - INFO - Epoch [104][320/627] lr: 3.906e-01, eta: 22:26:44, time: 0.860, data_time: 0.004, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.8349, loss: 2.8349 2020-07-02 21:11:02,460 - mmaction - INFO - Epoch [104][340/627] lr: 3.906e-01, eta: 22:26:25, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.8301, loss: 2.8301 2020-07-02 21:11:18,608 - mmaction - INFO - Epoch [104][360/627] lr: 3.906e-01, eta: 22:26:01, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6562, loss_cls: 2.7549, loss: 2.7549 2020-07-02 21:11:35,762 - mmaction - INFO - Epoch [104][380/627] lr: 3.906e-01, eta: 22:25:47, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9566, loss: 2.9566 2020-07-02 21:11:52,769 - mmaction - INFO - Epoch [104][400/627] lr: 3.906e-01, eta: 22:25:31, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0409, loss: 3.0409 2020-07-02 21:12:09,908 - mmaction - INFO - Epoch [104][420/627] lr: 3.906e-01, eta: 22:25:16, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.8727, loss: 2.8727 2020-07-02 21:12:26,621 - mmaction - INFO - Epoch [104][440/627] lr: 3.906e-01, eta: 22:24:57, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.9207, loss: 2.9207 2020-07-02 21:12:43,400 - mmaction - INFO - Epoch [104][460/627] lr: 3.906e-01, eta: 22:24:39, time: 0.837, data_time: 0.001, memory: 11097, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2676, loss: 3.2676 2020-07-02 21:13:00,018 - mmaction - INFO - Epoch [104][480/627] lr: 3.906e-01, eta: 22:24:20, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8934, loss: 2.8934 2020-07-02 21:13:16,847 - mmaction - INFO - Epoch [104][500/627] lr: 3.906e-01, eta: 22:24:02, time: 0.840, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8379, loss: 2.8379 2020-07-02 21:13:33,821 - mmaction - INFO - Epoch [104][520/627] lr: 3.906e-01, eta: 22:23:46, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8531, loss: 2.8531 2020-07-02 21:13:50,656 - mmaction - INFO - Epoch [104][540/627] lr: 3.906e-01, eta: 22:23:28, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8472, loss: 2.8472 2020-07-02 21:14:07,845 - mmaction - INFO - Epoch [104][560/627] lr: 3.906e-01, eta: 22:23:14, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.5865, loss: 2.5865 2020-07-02 21:14:24,578 - mmaction - INFO - Epoch [104][580/627] lr: 3.906e-01, eta: 22:22:55, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5375, loss_cls: 3.0960, loss: 3.0960 2020-07-02 21:14:41,510 - mmaction - INFO - Epoch [104][600/627] lr: 3.906e-01, eta: 22:22:39, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 3.0004, loss: 3.0004 2020-07-02 21:14:58,529 - mmaction - INFO - Epoch [104][620/627] lr: 3.906e-01, eta: 22:22:23, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.9122, loss: 2.9122 2020-07-02 21:15:03,772 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-02 21:15:27,359 - mmaction - INFO - Epoch [105][20/627] lr: 3.871e-01, eta: 22:21:40, time: 1.033, data_time: 0.228, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0339, loss: 3.0339 2020-07-02 21:15:43,990 - mmaction - INFO - Epoch [105][40/627] lr: 3.871e-01, eta: 22:21:20, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.2938, top5_acc: 0.5781, loss_cls: 3.1522, loss: 3.1522 2020-07-02 21:16:01,005 - mmaction - INFO - Epoch [105][60/627] lr: 3.871e-01, eta: 22:21:05, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0591, loss: 3.0591 2020-07-02 21:16:18,002 - mmaction - INFO - Epoch [105][80/627] lr: 3.871e-01, eta: 22:20:48, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.0745, loss: 3.0745 2020-07-02 21:16:34,607 - mmaction - INFO - Epoch [105][100/627] lr: 3.871e-01, eta: 22:20:29, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.8254, loss: 2.8254 2020-07-02 21:16:51,585 - mmaction - INFO - Epoch [105][120/627] lr: 3.871e-01, eta: 22:20:13, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8473, loss: 2.8473 2020-07-02 21:17:07,713 - mmaction - INFO - Epoch [105][140/627] lr: 3.871e-01, eta: 22:19:49, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.9146, loss: 2.9146 2020-07-02 21:17:24,444 - mmaction - INFO - Epoch [105][160/627] lr: 3.871e-01, eta: 22:19:30, time: 0.836, data_time: 0.001, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9049, loss: 2.9049 2020-07-02 21:17:41,693 - mmaction - INFO - Epoch [105][180/627] lr: 3.871e-01, eta: 22:19:16, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.8075, loss: 2.8075 2020-07-02 21:17:58,006 - mmaction - INFO - Epoch [105][200/627] lr: 3.871e-01, eta: 22:18:54, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.8793, loss: 2.8793 2020-07-02 21:18:15,017 - mmaction - INFO - Epoch [105][220/627] lr: 3.871e-01, eta: 22:18:39, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9074, loss: 2.9074 2020-07-02 21:18:31,222 - mmaction - INFO - Epoch [105][240/627] lr: 3.871e-01, eta: 22:18:15, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.7822, loss: 2.7822 2020-07-02 21:18:48,440 - mmaction - INFO - Epoch [105][260/627] lr: 3.871e-01, eta: 22:18:02, time: 0.863, data_time: 0.004, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0661, loss: 3.0661 2020-07-02 21:19:04,738 - mmaction - INFO - Epoch [105][280/627] lr: 3.871e-01, eta: 22:17:39, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2279, loss: 3.2279 2020-07-02 21:19:22,113 - mmaction - INFO - Epoch [105][300/627] lr: 3.871e-01, eta: 22:17:27, time: 0.869, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 3.0323, loss: 3.0323 2020-07-02 21:19:39,190 - mmaction - INFO - Epoch [105][320/627] lr: 3.871e-01, eta: 22:17:11, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9974, loss: 2.9974 2020-07-02 21:19:55,798 - mmaction - INFO - Epoch [105][340/627] lr: 3.871e-01, eta: 22:16:52, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8405, loss: 2.8405 2020-07-02 21:20:12,696 - mmaction - INFO - Epoch [105][360/627] lr: 3.871e-01, eta: 22:16:35, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9441, loss: 2.9441 2020-07-02 21:20:29,754 - mmaction - INFO - Epoch [105][380/627] lr: 3.871e-01, eta: 22:16:19, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0114, loss: 3.0114 2020-07-02 21:20:46,215 - mmaction - INFO - Epoch [105][400/627] lr: 3.871e-01, eta: 22:15:59, time: 0.825, data_time: 0.004, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 2.9757, loss: 2.9757 2020-07-02 21:21:02,518 - mmaction - INFO - Epoch [105][420/627] lr: 3.871e-01, eta: 22:15:36, time: 0.815, data_time: 0.009, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5500, loss_cls: 3.0791, loss: 3.0791 2020-07-02 21:21:19,248 - mmaction - INFO - Epoch [105][440/627] lr: 3.871e-01, eta: 22:15:18, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.6751, loss: 2.6751 2020-07-02 21:21:35,423 - mmaction - INFO - Epoch [105][460/627] lr: 3.871e-01, eta: 22:14:55, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7596, loss: 2.7596 2020-07-02 21:21:52,330 - mmaction - INFO - Epoch [105][480/627] lr: 3.871e-01, eta: 22:14:38, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9913, loss: 2.9913 2020-07-02 21:22:08,571 - mmaction - INFO - Epoch [105][500/627] lr: 3.871e-01, eta: 22:14:15, time: 0.812, data_time: 0.005, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8887, loss: 2.8887 2020-07-02 21:22:25,290 - mmaction - INFO - Epoch [105][520/627] lr: 3.871e-01, eta: 22:13:57, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9163, loss: 2.9163 2020-07-02 21:22:41,929 - mmaction - INFO - Epoch [105][540/627] lr: 3.871e-01, eta: 22:13:38, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9757, loss: 2.9757 2020-07-02 21:22:58,095 - mmaction - INFO - Epoch [105][560/627] lr: 3.871e-01, eta: 22:13:14, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9369, loss: 2.9369 2020-07-02 21:23:15,238 - mmaction - INFO - Epoch [105][580/627] lr: 3.871e-01, eta: 22:13:00, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9003, loss: 2.9003 2020-07-02 21:23:31,444 - mmaction - INFO - Epoch [105][600/627] lr: 3.871e-01, eta: 22:12:37, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.0112, loss: 3.0112 2020-07-02 21:23:48,356 - mmaction - INFO - Epoch [105][620/627] lr: 3.871e-01, eta: 22:12:20, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0716, loss: 3.0716 2020-07-02 21:24:17,485 - mmaction - INFO - Epoch [106][20/627] lr: 3.836e-01, eta: 22:12:07, time: 1.192, data_time: 0.375, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9445, loss: 2.9445 2020-07-02 21:24:34,451 - mmaction - INFO - Epoch [106][40/627] lr: 3.836e-01, eta: 22:11:50, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7554, loss: 2.7554 2020-07-02 21:24:51,075 - mmaction - INFO - Epoch [106][60/627] lr: 3.836e-01, eta: 22:11:31, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.9044, loss: 2.9044 2020-07-02 21:25:07,234 - mmaction - INFO - Epoch [106][80/627] lr: 3.836e-01, eta: 22:11:08, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.7000, loss: 2.7000 2020-07-02 21:25:23,852 - mmaction - INFO - Epoch [106][100/627] lr: 3.836e-01, eta: 22:10:49, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6344, loss_cls: 2.9832, loss: 2.9832 2020-07-02 21:25:40,757 - mmaction - INFO - Epoch [106][120/627] lr: 3.836e-01, eta: 22:10:32, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.8667, loss: 2.8667 2020-07-02 21:25:56,982 - mmaction - INFO - Epoch [106][140/627] lr: 3.836e-01, eta: 22:10:09, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6721, loss: 2.6721 2020-07-02 21:26:14,039 - mmaction - INFO - Epoch [106][160/627] lr: 3.836e-01, eta: 22:09:54, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6594, loss: 2.6594 2020-07-02 21:26:31,014 - mmaction - INFO - Epoch [106][180/627] lr: 3.836e-01, eta: 22:09:38, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.5875, loss_cls: 2.9243, loss: 2.9243 2020-07-02 21:26:47,778 - mmaction - INFO - Epoch [106][200/627] lr: 3.836e-01, eta: 22:09:20, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.8911, loss: 2.8911 2020-07-02 21:27:04,046 - mmaction - INFO - Epoch [106][220/627] lr: 3.836e-01, eta: 22:08:58, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.8831, loss: 2.8831 2020-07-02 21:27:20,655 - mmaction - INFO - Epoch [106][240/627] lr: 3.836e-01, eta: 22:08:38, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.7514, loss: 2.7514 2020-07-02 21:27:36,956 - mmaction - INFO - Epoch [106][260/627] lr: 3.836e-01, eta: 22:08:16, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5719, loss_cls: 3.0362, loss: 3.0362 2020-07-02 21:27:53,464 - mmaction - INFO - Epoch [106][280/627] lr: 3.836e-01, eta: 22:07:56, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8997, loss: 2.8997 2020-07-02 21:28:10,337 - mmaction - INFO - Epoch [106][300/627] lr: 3.836e-01, eta: 22:07:39, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9170, loss: 2.9170 2020-07-02 21:28:27,247 - mmaction - INFO - Epoch [106][320/627] lr: 3.836e-01, eta: 22:07:23, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7978, loss: 2.7978 2020-07-02 21:28:43,877 - mmaction - INFO - Epoch [106][340/627] lr: 3.836e-01, eta: 22:07:04, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9880, loss: 2.9880 2020-07-02 21:29:00,105 - mmaction - INFO - Epoch [106][360/627] lr: 3.836e-01, eta: 22:06:41, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6469, loss_cls: 2.8562, loss: 2.8562 2020-07-02 21:29:17,034 - mmaction - INFO - Epoch [106][380/627] lr: 3.836e-01, eta: 22:06:25, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1558, loss: 3.1558 2020-07-02 21:29:34,090 - mmaction - INFO - Epoch [106][400/627] lr: 3.836e-01, eta: 22:06:09, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.7803, loss: 2.7803 2020-07-02 21:29:50,299 - mmaction - INFO - Epoch [106][420/627] lr: 3.836e-01, eta: 22:05:47, time: 0.812, data_time: 0.009, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6656, loss_cls: 2.7763, loss: 2.7763 2020-07-02 21:30:07,443 - mmaction - INFO - Epoch [106][440/627] lr: 3.836e-01, eta: 22:05:32, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6625, loss_cls: 2.7365, loss: 2.7365 2020-07-02 21:30:24,272 - mmaction - INFO - Epoch [106][460/627] lr: 3.836e-01, eta: 22:05:15, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6594, loss_cls: 2.8788, loss: 2.8788 2020-07-02 21:30:40,855 - mmaction - INFO - Epoch [106][480/627] lr: 3.836e-01, eta: 22:04:55, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8540, loss: 2.8540 2020-07-02 21:30:57,634 - mmaction - INFO - Epoch [106][500/627] lr: 3.836e-01, eta: 22:04:38, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 2.9915, loss: 2.9915 2020-07-02 21:31:14,333 - mmaction - INFO - Epoch [106][520/627] lr: 3.836e-01, eta: 22:04:19, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0350, loss: 3.0350 2020-07-02 21:31:31,464 - mmaction - INFO - Epoch [106][540/627] lr: 3.836e-01, eta: 22:04:05, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9416, loss: 2.9416 2020-07-02 21:31:48,081 - mmaction - INFO - Epoch [106][560/627] lr: 3.836e-01, eta: 22:03:46, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.5969, loss_cls: 2.8307, loss: 2.8307 2020-07-02 21:32:04,278 - mmaction - INFO - Epoch [106][580/627] lr: 3.836e-01, eta: 22:03:23, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9030, loss: 2.9030 2020-07-02 21:32:21,096 - mmaction - INFO - Epoch [106][600/627] lr: 3.836e-01, eta: 22:03:06, time: 0.840, data_time: 0.008, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9155, loss: 2.9155 2020-07-02 21:32:37,306 - mmaction - INFO - Epoch [106][620/627] lr: 3.836e-01, eta: 22:02:43, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9371, loss: 2.9371 2020-07-02 21:33:05,160 - mmaction - INFO - Epoch [107][20/627] lr: 3.800e-01, eta: 22:02:18, time: 1.126, data_time: 0.297, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0319, loss: 3.0319 2020-07-02 21:33:22,237 - mmaction - INFO - Epoch [107][40/627] lr: 3.800e-01, eta: 22:02:03, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1639, loss: 3.1639 2020-07-02 21:33:38,979 - mmaction - INFO - Epoch [107][60/627] lr: 3.800e-01, eta: 22:01:45, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6625, loss_cls: 2.7400, loss: 2.7400 2020-07-02 21:33:55,566 - mmaction - INFO - Epoch [107][80/627] lr: 3.800e-01, eta: 22:01:26, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0428, loss: 3.0428 2020-07-02 21:34:11,749 - mmaction - INFO - Epoch [107][100/627] lr: 3.800e-01, eta: 22:01:03, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.5813, loss_cls: 3.0094, loss: 3.0094 2020-07-02 21:34:28,383 - mmaction - INFO - Epoch [107][120/627] lr: 3.800e-01, eta: 22:00:44, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0038, loss: 3.0038 2020-07-02 21:34:45,207 - mmaction - INFO - Epoch [107][140/627] lr: 3.800e-01, eta: 22:00:27, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9165, loss: 2.9165 2020-07-02 21:35:02,085 - mmaction - INFO - Epoch [107][160/627] lr: 3.800e-01, eta: 22:00:10, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9867, loss: 2.9867 2020-07-02 21:35:19,183 - mmaction - INFO - Epoch [107][180/627] lr: 3.800e-01, eta: 21:59:55, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.8895, loss: 2.8895 2020-07-02 21:35:35,549 - mmaction - INFO - Epoch [107][200/627] lr: 3.800e-01, eta: 21:59:34, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6344, loss_cls: 2.9429, loss: 2.9429 2020-07-02 21:35:53,152 - mmaction - INFO - Epoch [107][220/627] lr: 3.800e-01, eta: 21:59:23, time: 0.880, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9286, loss: 2.9286 2020-07-02 21:36:09,299 - mmaction - INFO - Epoch [107][240/627] lr: 3.800e-01, eta: 21:59:00, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9439, loss: 2.9439 2020-07-02 21:36:26,292 - mmaction - INFO - Epoch [107][260/627] lr: 3.800e-01, eta: 21:58:45, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9925, loss: 2.9925 2020-07-02 21:36:43,353 - mmaction - INFO - Epoch [107][280/627] lr: 3.800e-01, eta: 21:58:29, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8267, loss: 2.8267 2020-07-02 21:37:00,298 - mmaction - INFO - Epoch [107][300/627] lr: 3.800e-01, eta: 21:58:13, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.7000, loss_cls: 2.6128, loss: 2.6128 2020-07-02 21:37:16,987 - mmaction - INFO - Epoch [107][320/627] lr: 3.800e-01, eta: 21:57:54, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.6068, loss: 2.6068 2020-07-02 21:37:33,727 - mmaction - INFO - Epoch [107][340/627] lr: 3.800e-01, eta: 21:57:37, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9781, loss: 2.9781 2020-07-02 21:37:50,474 - mmaction - INFO - Epoch [107][360/627] lr: 3.800e-01, eta: 21:57:19, time: 0.838, data_time: 0.005, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9610, loss: 2.9610 2020-07-02 21:38:06,701 - mmaction - INFO - Epoch [107][380/627] lr: 3.800e-01, eta: 21:56:57, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7927, loss: 2.7927 2020-07-02 21:38:23,965 - mmaction - INFO - Epoch [107][400/627] lr: 3.800e-01, eta: 21:56:43, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7714, loss: 2.7714 2020-07-02 21:38:40,242 - mmaction - INFO - Epoch [107][420/627] lr: 3.800e-01, eta: 21:56:21, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8797, loss: 2.8797 2020-07-02 21:38:57,804 - mmaction - INFO - Epoch [107][440/627] lr: 3.800e-01, eta: 21:56:10, time: 0.878, data_time: 0.010, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0561, loss: 3.0561 2020-07-02 21:39:14,589 - mmaction - INFO - Epoch [107][460/627] lr: 3.800e-01, eta: 21:55:52, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8981, loss: 2.8981 2020-07-02 21:39:31,351 - mmaction - INFO - Epoch [107][480/627] lr: 3.800e-01, eta: 21:55:35, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.8641, loss: 2.8641 2020-07-02 21:39:48,456 - mmaction - INFO - Epoch [107][500/627] lr: 3.800e-01, eta: 21:55:20, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7534, loss: 2.7534 2020-07-02 21:40:05,118 - mmaction - INFO - Epoch [107][520/627] lr: 3.800e-01, eta: 21:55:01, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9813, loss: 2.9813 2020-07-02 21:40:22,194 - mmaction - INFO - Epoch [107][540/627] lr: 3.800e-01, eta: 21:54:46, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9497, loss: 2.9497 2020-07-02 21:40:39,200 - mmaction - INFO - Epoch [107][560/627] lr: 3.800e-01, eta: 21:54:30, time: 0.851, data_time: 0.014, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8570, loss: 2.8570 2020-07-02 21:40:56,251 - mmaction - INFO - Epoch [107][580/627] lr: 3.800e-01, eta: 21:54:14, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.8153, loss: 2.8153 2020-07-02 21:41:12,726 - mmaction - INFO - Epoch [107][600/627] lr: 3.800e-01, eta: 21:53:55, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5531, loss_cls: 2.9874, loss: 2.9874 2020-07-02 21:41:29,198 - mmaction - INFO - Epoch [107][620/627] lr: 3.800e-01, eta: 21:53:35, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 3.0148, loss: 3.0148 2020-07-02 21:41:57,756 - mmaction - INFO - Epoch [108][20/627] lr: 3.765e-01, eta: 21:53:16, time: 1.165, data_time: 0.292, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7908, loss: 2.7908 2020-07-02 21:42:14,005 - mmaction - INFO - Epoch [108][40/627] lr: 3.765e-01, eta: 21:52:54, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.8572, loss: 2.8572 2020-07-02 21:42:31,037 - mmaction - INFO - Epoch [108][60/627] lr: 3.765e-01, eta: 21:52:39, time: 0.852, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7690, loss: 2.7690 2020-07-02 21:42:47,205 - mmaction - INFO - Epoch [108][80/627] lr: 3.765e-01, eta: 21:52:16, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.0722, loss: 3.0722 2020-07-02 21:43:04,286 - mmaction - INFO - Epoch [108][100/627] lr: 3.765e-01, eta: 21:52:01, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 2.9231, loss: 2.9231 2020-07-02 21:43:20,879 - mmaction - INFO - Epoch [108][120/627] lr: 3.765e-01, eta: 21:51:42, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.8961, loss: 2.8961 2020-07-02 21:43:37,888 - mmaction - INFO - Epoch [108][140/627] lr: 3.765e-01, eta: 21:51:26, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9354, loss: 2.9354 2020-07-02 21:43:54,796 - mmaction - INFO - Epoch [108][160/627] lr: 3.765e-01, eta: 21:51:10, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.8230, loss: 2.8230 2020-07-02 21:44:11,035 - mmaction - INFO - Epoch [108][180/627] lr: 3.765e-01, eta: 21:50:48, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9464, loss: 2.9464 2020-07-02 21:44:27,584 - mmaction - INFO - Epoch [108][200/627] lr: 3.765e-01, eta: 21:50:29, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.8777, loss: 2.8777 2020-07-02 21:44:44,576 - mmaction - INFO - Epoch [108][220/627] lr: 3.765e-01, eta: 21:50:13, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0684, loss: 3.0684 2020-07-02 21:45:01,016 - mmaction - INFO - Epoch [108][240/627] lr: 3.765e-01, eta: 21:49:52, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9166, loss: 2.9166 2020-07-02 21:45:17,265 - mmaction - INFO - Epoch [108][260/627] lr: 3.765e-01, eta: 21:49:31, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9021, loss: 2.9021 2020-07-02 21:45:33,997 - mmaction - INFO - Epoch [108][280/627] lr: 3.765e-01, eta: 21:49:13, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.8260, loss: 2.8260 2020-07-02 21:45:50,455 - mmaction - INFO - Epoch [108][300/627] lr: 3.765e-01, eta: 21:48:53, time: 0.823, data_time: 0.004, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9275, loss: 2.9275 2020-07-02 21:46:07,015 - mmaction - INFO - Epoch [108][320/627] lr: 3.765e-01, eta: 21:48:34, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6562, loss_cls: 2.8140, loss: 2.8140 2020-07-02 21:46:24,093 - mmaction - INFO - Epoch [108][340/627] lr: 3.765e-01, eta: 21:48:19, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9308, loss: 2.9308 2020-07-02 21:46:40,671 - mmaction - INFO - Epoch [108][360/627] lr: 3.765e-01, eta: 21:47:59, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5437, loss_cls: 3.1026, loss: 3.1026 2020-07-02 21:46:57,252 - mmaction - INFO - Epoch [108][380/627] lr: 3.765e-01, eta: 21:47:40, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1503, loss: 3.1503 2020-07-02 21:47:13,421 - mmaction - INFO - Epoch [108][400/627] lr: 3.765e-01, eta: 21:47:18, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.0931, loss: 3.0931 2020-07-02 21:47:29,611 - mmaction - INFO - Epoch [108][420/627] lr: 3.765e-01, eta: 21:46:56, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3063, top5_acc: 0.6125, loss_cls: 3.0010, loss: 3.0010 2020-07-02 21:47:46,494 - mmaction - INFO - Epoch [108][440/627] lr: 3.765e-01, eta: 21:46:40, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9767, loss: 2.9767 2020-07-02 21:48:03,012 - mmaction - INFO - Epoch [108][460/627] lr: 3.765e-01, eta: 21:46:20, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.7664, loss: 2.7664 2020-07-02 21:48:19,805 - mmaction - INFO - Epoch [108][480/627] lr: 3.765e-01, eta: 21:46:03, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9979, loss: 2.9979 2020-07-02 21:48:36,378 - mmaction - INFO - Epoch [108][500/627] lr: 3.765e-01, eta: 21:45:44, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9804, loss: 2.9804 2020-07-02 21:48:52,728 - mmaction - INFO - Epoch [108][520/627] lr: 3.765e-01, eta: 21:45:23, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8688, loss: 2.8688 2020-07-02 21:49:10,106 - mmaction - INFO - Epoch [108][540/627] lr: 3.765e-01, eta: 21:45:10, time: 0.869, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8046, loss: 2.8046 2020-07-02 21:49:27,074 - mmaction - INFO - Epoch [108][560/627] lr: 3.765e-01, eta: 21:44:54, time: 0.850, data_time: 0.013, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9619, loss: 2.9619 2020-07-02 21:49:43,300 - mmaction - INFO - Epoch [108][580/627] lr: 3.765e-01, eta: 21:44:32, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9365, loss: 2.9365 2020-07-02 21:49:59,845 - mmaction - INFO - Epoch [108][600/627] lr: 3.765e-01, eta: 21:44:13, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7455, loss: 2.7455 2020-07-02 21:50:16,363 - mmaction - INFO - Epoch [108][620/627] lr: 3.765e-01, eta: 21:43:54, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7888, loss: 2.7888 2020-07-02 21:50:21,618 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-07-02 21:50:45,000 - mmaction - INFO - Epoch [109][20/627] lr: 3.729e-01, eta: 21:43:16, time: 1.037, data_time: 0.232, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8526, loss: 2.8526 2020-07-02 21:51:01,913 - mmaction - INFO - Epoch [109][40/627] lr: 3.729e-01, eta: 21:42:59, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7670, loss: 2.7670 2020-07-02 21:51:18,441 - mmaction - INFO - Epoch [109][60/627] lr: 3.729e-01, eta: 21:42:40, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0269, loss: 3.0269 2020-07-02 21:51:35,097 - mmaction - INFO - Epoch [109][80/627] lr: 3.729e-01, eta: 21:42:22, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9224, loss: 2.9224 2020-07-02 21:51:51,460 - mmaction - INFO - Epoch [109][100/627] lr: 3.729e-01, eta: 21:42:01, time: 0.816, data_time: 0.001, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9608, loss: 2.9608 2020-07-02 21:52:08,303 - mmaction - INFO - Epoch [109][120/627] lr: 3.729e-01, eta: 21:41:44, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.9180, loss: 2.9180 2020-07-02 21:52:25,048 - mmaction - INFO - Epoch [109][140/627] lr: 3.729e-01, eta: 21:41:27, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9834, loss: 2.9834 2020-07-02 21:52:41,685 - mmaction - INFO - Epoch [109][160/627] lr: 3.729e-01, eta: 21:41:08, time: 0.832, data_time: 0.007, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.7735, loss: 2.7735 2020-07-02 21:52:58,267 - mmaction - INFO - Epoch [109][180/627] lr: 3.729e-01, eta: 21:40:50, time: 0.829, data_time: 0.007, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8177, loss: 2.8177 2020-07-02 21:53:15,342 - mmaction - INFO - Epoch [109][200/627] lr: 3.729e-01, eta: 21:40:34, time: 0.854, data_time: 0.006, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0015, loss: 3.0015 2020-07-02 21:53:31,635 - mmaction - INFO - Epoch [109][220/627] lr: 3.729e-01, eta: 21:40:13, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8174, loss: 2.8174 2020-07-02 21:53:48,602 - mmaction - INFO - Epoch [109][240/627] lr: 3.729e-01, eta: 21:39:57, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0579, loss: 3.0579 2020-07-02 21:54:05,578 - mmaction - INFO - Epoch [109][260/627] lr: 3.729e-01, eta: 21:39:41, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.9150, loss: 2.9150 2020-07-02 21:54:21,762 - mmaction - INFO - Epoch [109][280/627] lr: 3.729e-01, eta: 21:39:20, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.7989, loss: 2.7989 2020-07-02 21:54:38,760 - mmaction - INFO - Epoch [109][300/627] lr: 3.729e-01, eta: 21:39:04, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5625, loss_cls: 3.0963, loss: 3.0963 2020-07-02 21:54:55,399 - mmaction - INFO - Epoch [109][320/627] lr: 3.729e-01, eta: 21:38:45, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9086, loss: 2.9086 2020-07-02 21:55:11,610 - mmaction - INFO - Epoch [109][340/627] lr: 3.729e-01, eta: 21:38:24, time: 0.813, data_time: 0.005, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6344, loss_cls: 2.8693, loss: 2.8693 2020-07-02 21:55:28,460 - mmaction - INFO - Epoch [109][360/627] lr: 3.729e-01, eta: 21:38:07, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8413, loss: 2.8413 2020-07-02 21:55:45,139 - mmaction - INFO - Epoch [109][380/627] lr: 3.729e-01, eta: 21:37:49, time: 0.836, data_time: 0.004, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9581, loss: 2.9581 2020-07-02 21:56:01,835 - mmaction - INFO - Epoch [109][400/627] lr: 3.729e-01, eta: 21:37:31, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9043, loss: 2.9043 2020-07-02 21:56:18,376 - mmaction - INFO - Epoch [109][420/627] lr: 3.729e-01, eta: 21:37:12, time: 0.828, data_time: 0.007, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5906, loss_cls: 2.8720, loss: 2.8720 2020-07-02 21:56:34,885 - mmaction - INFO - Epoch [109][440/627] lr: 3.729e-01, eta: 21:36:53, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9563, loss: 2.9563 2020-07-02 21:56:51,617 - mmaction - INFO - Epoch [109][460/627] lr: 3.729e-01, eta: 21:36:35, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 3.0106, loss: 3.0106 2020-07-02 21:57:07,966 - mmaction - INFO - Epoch [109][480/627] lr: 3.729e-01, eta: 21:36:15, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 2.9461, loss: 2.9461 2020-07-02 21:57:24,927 - mmaction - INFO - Epoch [109][500/627] lr: 3.729e-01, eta: 21:35:58, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9729, loss: 2.9729 2020-07-02 21:57:41,184 - mmaction - INFO - Epoch [109][520/627] lr: 3.729e-01, eta: 21:35:37, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9414, loss: 2.9414 2020-07-02 21:57:58,215 - mmaction - INFO - Epoch [109][540/627] lr: 3.729e-01, eta: 21:35:22, time: 0.852, data_time: 0.004, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 2.8991, loss: 2.8991 2020-07-02 21:58:15,040 - mmaction - INFO - Epoch [109][560/627] lr: 3.729e-01, eta: 21:35:05, time: 0.842, data_time: 0.005, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6031, loss_cls: 2.7837, loss: 2.7837 2020-07-02 21:58:32,135 - mmaction - INFO - Epoch [109][580/627] lr: 3.729e-01, eta: 21:34:50, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.7999, loss: 2.7999 2020-07-02 21:58:48,400 - mmaction - INFO - Epoch [109][600/627] lr: 3.729e-01, eta: 21:34:29, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.7607, loss: 2.7607 2020-07-02 21:59:05,229 - mmaction - INFO - Epoch [109][620/627] lr: 3.729e-01, eta: 21:34:12, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.7537, loss: 2.7537 2020-07-02 21:59:33,279 - mmaction - INFO - Epoch [110][20/627] lr: 3.693e-01, eta: 21:33:49, time: 1.135, data_time: 0.307, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1073, loss: 3.1073 2020-07-02 21:59:50,206 - mmaction - INFO - Epoch [110][40/627] lr: 3.693e-01, eta: 21:33:32, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9925, loss: 2.9925 2020-07-02 22:00:16,165 - mmaction - INFO - Epoch [110][60/627] lr: 3.693e-01, eta: 21:34:18, time: 1.293, data_time: 0.004, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9316, loss: 2.9316 2020-07-02 22:00:32,832 - mmaction - INFO - Epoch [110][80/627] lr: 3.693e-01, eta: 21:34:01, time: 0.838, data_time: 0.011, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 3.0036, loss: 3.0036 2020-07-02 22:00:48,996 - mmaction - INFO - Epoch [110][100/627] lr: 3.693e-01, eta: 21:33:39, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8744, loss: 2.8744 2020-07-02 22:01:05,977 - mmaction - INFO - Epoch [110][120/627] lr: 3.693e-01, eta: 21:33:23, time: 0.848, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.7953, loss: 2.7953 2020-07-02 22:01:22,564 - mmaction - INFO - Epoch [110][140/627] lr: 3.693e-01, eta: 21:33:04, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7379, loss: 2.7379 2020-07-02 22:01:39,069 - mmaction - INFO - Epoch [110][160/627] lr: 3.693e-01, eta: 21:32:45, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8953, loss: 2.8953 2020-07-02 22:01:55,274 - mmaction - INFO - Epoch [110][180/627] lr: 3.693e-01, eta: 21:32:24, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9695, loss: 2.9695 2020-07-02 22:02:11,821 - mmaction - INFO - Epoch [110][200/627] lr: 3.693e-01, eta: 21:32:05, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9712, loss: 2.9712 2020-07-02 22:02:29,190 - mmaction - INFO - Epoch [110][220/627] lr: 3.693e-01, eta: 21:31:51, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5687, loss_cls: 2.9866, loss: 2.9866 2020-07-02 22:02:45,513 - mmaction - INFO - Epoch [110][240/627] lr: 3.693e-01, eta: 21:31:31, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 3.0267, loss: 3.0267 2020-07-02 22:03:02,139 - mmaction - INFO - Epoch [110][260/627] lr: 3.693e-01, eta: 21:31:12, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0249, loss: 3.0249 2020-07-02 22:03:18,311 - mmaction - INFO - Epoch [110][280/627] lr: 3.693e-01, eta: 21:30:51, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.8727, loss: 2.8727 2020-07-02 22:03:35,001 - mmaction - INFO - Epoch [110][300/627] lr: 3.693e-01, eta: 21:30:33, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7590, loss: 2.7590 2020-07-02 22:03:51,881 - mmaction - INFO - Epoch [110][320/627] lr: 3.693e-01, eta: 21:30:16, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9040, loss: 2.9040 2020-07-02 22:04:08,284 - mmaction - INFO - Epoch [110][340/627] lr: 3.693e-01, eta: 21:29:56, time: 0.821, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8900, loss: 2.8900 2020-07-02 22:04:25,125 - mmaction - INFO - Epoch [110][360/627] lr: 3.693e-01, eta: 21:29:39, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7122, loss: 2.7122 2020-07-02 22:04:41,999 - mmaction - INFO - Epoch [110][380/627] lr: 3.693e-01, eta: 21:29:22, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6500, loss_cls: 2.7895, loss: 2.7895 2020-07-02 22:04:59,034 - mmaction - INFO - Epoch [110][400/627] lr: 3.693e-01, eta: 21:29:07, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9554, loss: 2.9554 2020-07-02 22:05:15,538 - mmaction - INFO - Epoch [110][420/627] lr: 3.693e-01, eta: 21:28:47, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 2.9750, loss: 2.9750 2020-07-02 22:05:32,497 - mmaction - INFO - Epoch [110][440/627] lr: 3.693e-01, eta: 21:28:31, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 3.0650, loss: 3.0650 2020-07-02 22:05:48,719 - mmaction - INFO - Epoch [110][460/627] lr: 3.693e-01, eta: 21:28:10, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9249, loss: 2.9249 2020-07-02 22:06:05,623 - mmaction - INFO - Epoch [110][480/627] lr: 3.693e-01, eta: 21:27:54, time: 0.844, data_time: 0.001, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0219, loss: 3.0219 2020-07-02 22:06:22,537 - mmaction - INFO - Epoch [110][500/627] lr: 3.693e-01, eta: 21:27:37, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6438, loss_cls: 2.7222, loss: 2.7222 2020-07-02 22:06:39,313 - mmaction - INFO - Epoch [110][520/627] lr: 3.693e-01, eta: 21:27:20, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6573, loss: 2.6573 2020-07-02 22:06:55,838 - mmaction - INFO - Epoch [110][540/627] lr: 3.693e-01, eta: 21:27:01, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1680, loss: 3.1680 2020-07-02 22:07:12,100 - mmaction - INFO - Epoch [110][560/627] lr: 3.693e-01, eta: 21:26:40, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0464, loss: 3.0464 2020-07-02 22:07:28,605 - mmaction - INFO - Epoch [110][580/627] lr: 3.693e-01, eta: 21:26:21, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7587, loss: 2.7587 2020-07-02 22:07:45,160 - mmaction - INFO - Epoch [110][600/627] lr: 3.693e-01, eta: 21:26:02, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9266, loss: 2.9266 2020-07-02 22:08:01,646 - mmaction - INFO - Epoch [110][620/627] lr: 3.693e-01, eta: 21:25:43, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.7381, loss: 2.7381 2020-07-02 22:08:32,604 - mmaction - INFO - Epoch [111][20/627] lr: 3.657e-01, eta: 21:25:39, time: 1.283, data_time: 0.443, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.8599, loss: 2.8599 2020-07-02 22:08:49,219 - mmaction - INFO - Epoch [111][40/627] lr: 3.657e-01, eta: 21:25:21, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.8484, loss: 2.8484 2020-07-02 22:09:05,656 - mmaction - INFO - Epoch [111][60/627] lr: 3.657e-01, eta: 21:25:01, time: 0.821, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.7945, loss: 2.7945 2020-07-02 22:09:21,814 - mmaction - INFO - Epoch [111][80/627] lr: 3.657e-01, eta: 21:24:40, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6281, loss_cls: 2.8418, loss: 2.8418 2020-07-02 22:09:39,152 - mmaction - INFO - Epoch [111][100/627] lr: 3.657e-01, eta: 21:24:26, time: 0.867, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7607, loss: 2.7607 2020-07-02 22:09:55,806 - mmaction - INFO - Epoch [111][120/627] lr: 3.657e-01, eta: 21:24:08, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8458, loss: 2.8458 2020-07-02 22:10:12,486 - mmaction - INFO - Epoch [111][140/627] lr: 3.657e-01, eta: 21:23:50, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 2.9467, loss: 2.9467 2020-07-02 22:10:28,992 - mmaction - INFO - Epoch [111][160/627] lr: 3.657e-01, eta: 21:23:31, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6562, loss_cls: 2.7940, loss: 2.7940 2020-07-02 22:10:45,295 - mmaction - INFO - Epoch [111][180/627] lr: 3.657e-01, eta: 21:23:10, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.8151, loss: 2.8151 2020-07-02 22:11:02,177 - mmaction - INFO - Epoch [111][200/627] lr: 3.657e-01, eta: 21:22:54, time: 0.844, data_time: 0.006, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5844, loss_cls: 3.0133, loss: 3.0133 2020-07-02 22:11:18,844 - mmaction - INFO - Epoch [111][220/627] lr: 3.657e-01, eta: 21:22:36, time: 0.834, data_time: 0.011, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6156, loss_cls: 3.0222, loss: 3.0222 2020-07-02 22:11:35,226 - mmaction - INFO - Epoch [111][240/627] lr: 3.657e-01, eta: 21:22:16, time: 0.818, data_time: 0.006, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8852, loss: 2.8852 2020-07-02 22:11:52,011 - mmaction - INFO - Epoch [111][260/627] lr: 3.657e-01, eta: 21:21:58, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6469, loss_cls: 2.7850, loss: 2.7850 2020-07-02 22:12:08,387 - mmaction - INFO - Epoch [111][280/627] lr: 3.657e-01, eta: 21:21:38, time: 0.819, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8047, loss: 2.8047 2020-07-02 22:12:25,389 - mmaction - INFO - Epoch [111][300/627] lr: 3.657e-01, eta: 21:21:22, time: 0.849, data_time: 0.005, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.7555, loss: 2.7555 2020-07-02 22:12:41,616 - mmaction - INFO - Epoch [111][320/627] lr: 3.657e-01, eta: 21:21:01, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 2.9724, loss: 2.9724 2020-07-02 22:12:58,147 - mmaction - INFO - Epoch [111][340/627] lr: 3.657e-01, eta: 21:20:43, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0547, loss: 3.0547 2020-07-02 22:13:15,120 - mmaction - INFO - Epoch [111][360/627] lr: 3.657e-01, eta: 21:20:26, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.9040, loss: 2.9040 2020-07-02 22:13:31,306 - mmaction - INFO - Epoch [111][380/627] lr: 3.657e-01, eta: 21:20:05, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.8396, loss: 2.8396 2020-07-02 22:13:47,411 - mmaction - INFO - Epoch [111][400/627] lr: 3.657e-01, eta: 21:19:44, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 3.0209, loss: 3.0209 2020-07-02 22:14:04,177 - mmaction - INFO - Epoch [111][420/627] lr: 3.657e-01, eta: 21:19:26, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.9981, loss: 2.9981 2020-07-02 22:14:20,840 - mmaction - INFO - Epoch [111][440/627] lr: 3.657e-01, eta: 21:19:08, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.8604, loss: 2.8604 2020-07-02 22:14:37,536 - mmaction - INFO - Epoch [111][460/627] lr: 3.657e-01, eta: 21:18:51, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.5875, loss_cls: 2.8528, loss: 2.8528 2020-07-02 22:14:54,696 - mmaction - INFO - Epoch [111][480/627] lr: 3.657e-01, eta: 21:18:36, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 2.9893, loss: 2.9893 2020-07-02 22:15:10,856 - mmaction - INFO - Epoch [111][500/627] lr: 3.657e-01, eta: 21:18:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8307, loss: 2.8307 2020-07-02 22:15:28,065 - mmaction - INFO - Epoch [111][520/627] lr: 3.657e-01, eta: 21:18:00, time: 0.859, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.8233, loss: 2.8233 2020-07-02 22:15:44,797 - mmaction - INFO - Epoch [111][540/627] lr: 3.657e-01, eta: 21:17:42, time: 0.838, data_time: 0.013, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6312, loss_cls: 2.8458, loss: 2.8458 2020-07-02 22:16:01,421 - mmaction - INFO - Epoch [111][560/627] lr: 3.657e-01, eta: 21:17:24, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8537, loss: 2.8537 2020-07-02 22:16:18,665 - mmaction - INFO - Epoch [111][580/627] lr: 3.657e-01, eta: 21:17:10, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0159, loss: 3.0159 2020-07-02 22:16:34,812 - mmaction - INFO - Epoch [111][600/627] lr: 3.657e-01, eta: 21:16:48, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9824, loss: 2.9824 2020-07-02 22:16:50,958 - mmaction - INFO - Epoch [111][620/627] lr: 3.657e-01, eta: 21:16:27, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8465, loss: 2.8465 2020-07-02 22:17:18,968 - mmaction - INFO - Epoch [112][20/627] lr: 3.621e-01, eta: 21:16:04, time: 1.134, data_time: 0.289, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.0452, loss: 3.0452 2020-07-02 22:17:35,506 - mmaction - INFO - Epoch [112][40/627] lr: 3.621e-01, eta: 21:15:45, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0789, loss: 3.0789 2020-07-02 22:17:51,734 - mmaction - INFO - Epoch [112][60/627] lr: 3.621e-01, eta: 21:15:24, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9546, loss: 2.9546 2020-07-02 22:18:08,455 - mmaction - INFO - Epoch [112][80/627] lr: 3.621e-01, eta: 21:15:07, time: 0.837, data_time: 0.004, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.6363, loss: 2.6363 2020-07-02 22:18:25,418 - mmaction - INFO - Epoch [112][100/627] lr: 3.621e-01, eta: 21:14:51, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6439, loss: 2.6439 2020-07-02 22:18:41,707 - mmaction - INFO - Epoch [112][120/627] lr: 3.621e-01, eta: 21:14:31, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.7128, loss: 2.7128 2020-07-02 22:18:58,578 - mmaction - INFO - Epoch [112][140/627] lr: 3.621e-01, eta: 21:14:14, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.8363, loss: 2.8363 2020-07-02 22:19:15,515 - mmaction - INFO - Epoch [112][160/627] lr: 3.621e-01, eta: 21:13:58, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0155, loss: 3.0155 2020-07-02 22:19:31,754 - mmaction - INFO - Epoch [112][180/627] lr: 3.621e-01, eta: 21:13:37, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0954, loss: 3.0954 2020-07-02 22:19:48,323 - mmaction - INFO - Epoch [112][200/627] lr: 3.621e-01, eta: 21:13:18, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.8492, loss: 2.8492 2020-07-02 22:20:04,570 - mmaction - INFO - Epoch [112][220/627] lr: 3.621e-01, eta: 21:12:58, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8894, loss: 2.8894 2020-07-02 22:20:21,179 - mmaction - INFO - Epoch [112][240/627] lr: 3.621e-01, eta: 21:12:40, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7949, loss: 2.7949 2020-07-02 22:20:37,782 - mmaction - INFO - Epoch [112][260/627] lr: 3.621e-01, eta: 21:12:21, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.8254, loss: 2.8254 2020-07-02 22:20:53,927 - mmaction - INFO - Epoch [112][280/627] lr: 3.621e-01, eta: 21:12:00, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6531, loss_cls: 2.8291, loss: 2.8291 2020-07-02 22:21:11,040 - mmaction - INFO - Epoch [112][300/627] lr: 3.621e-01, eta: 21:11:45, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7630, loss: 2.7630 2020-07-02 22:21:27,407 - mmaction - INFO - Epoch [112][320/627] lr: 3.621e-01, eta: 21:11:25, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 3.0220, loss: 3.0220 2020-07-02 22:21:43,616 - mmaction - INFO - Epoch [112][340/627] lr: 3.621e-01, eta: 21:11:04, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5719, loss_cls: 3.0086, loss: 3.0086 2020-07-02 22:22:00,290 - mmaction - INFO - Epoch [112][360/627] lr: 3.621e-01, eta: 21:10:47, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.9337, loss: 2.9337 2020-07-02 22:22:16,979 - mmaction - INFO - Epoch [112][380/627] lr: 3.621e-01, eta: 21:10:29, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7369, loss: 2.7369 2020-07-02 22:22:33,508 - mmaction - INFO - Epoch [112][400/627] lr: 3.621e-01, eta: 21:10:10, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.7432, loss: 2.7432 2020-07-02 22:22:50,255 - mmaction - INFO - Epoch [112][420/627] lr: 3.621e-01, eta: 21:09:53, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9696, loss: 2.9696 2020-07-02 22:23:06,375 - mmaction - INFO - Epoch [112][440/627] lr: 3.621e-01, eta: 21:09:32, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9390, loss: 2.9390 2020-07-02 22:23:22,524 - mmaction - INFO - Epoch [112][460/627] lr: 3.621e-01, eta: 21:09:10, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.7877, loss: 2.7877 2020-07-02 22:23:39,119 - mmaction - INFO - Epoch [112][480/627] lr: 3.621e-01, eta: 21:08:52, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9084, loss: 2.9084 2020-07-02 22:23:55,447 - mmaction - INFO - Epoch [112][500/627] lr: 3.621e-01, eta: 21:08:32, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1217, loss: 3.1217 2020-07-02 22:24:11,988 - mmaction - INFO - Epoch [112][520/627] lr: 3.621e-01, eta: 21:08:14, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9508, loss: 2.9508 2020-07-02 22:24:28,155 - mmaction - INFO - Epoch [112][540/627] lr: 3.621e-01, eta: 21:07:53, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7095, loss: 2.7095 2020-07-02 22:24:45,136 - mmaction - INFO - Epoch [112][560/627] lr: 3.621e-01, eta: 21:07:37, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.5813, loss_cls: 2.9977, loss: 2.9977 2020-07-02 22:25:01,312 - mmaction - INFO - Epoch [112][580/627] lr: 3.621e-01, eta: 21:07:16, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8254, loss: 2.8254 2020-07-02 22:25:17,862 - mmaction - INFO - Epoch [112][600/627] lr: 3.621e-01, eta: 21:06:57, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6695, loss: 2.6695 2020-07-02 22:25:34,071 - mmaction - INFO - Epoch [112][620/627] lr: 3.621e-01, eta: 21:06:37, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6406, loss_cls: 2.9182, loss: 2.9182 2020-07-02 22:25:39,323 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-02 22:26:01,970 - mmaction - INFO - Epoch [113][20/627] lr: 3.585e-01, eta: 21:06:04, time: 1.052, data_time: 0.243, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8277, loss: 2.8277 2020-07-02 22:26:18,726 - mmaction - INFO - Epoch [113][40/627] lr: 3.585e-01, eta: 21:05:47, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6654, loss: 2.6654 2020-07-02 22:26:35,242 - mmaction - INFO - Epoch [113][60/627] lr: 3.585e-01, eta: 21:05:28, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6031, loss_cls: 2.8366, loss: 2.8366 2020-07-02 22:26:51,868 - mmaction - INFO - Epoch [113][80/627] lr: 3.585e-01, eta: 21:05:10, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.8002, loss: 2.8002 2020-07-02 22:27:08,774 - mmaction - INFO - Epoch [113][100/627] lr: 3.585e-01, eta: 21:04:54, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7087, loss: 2.7087 2020-07-02 22:27:25,256 - mmaction - INFO - Epoch [113][120/627] lr: 3.585e-01, eta: 21:04:35, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6500, loss_cls: 2.5569, loss: 2.5569 2020-07-02 22:27:42,175 - mmaction - INFO - Epoch [113][140/627] lr: 3.585e-01, eta: 21:04:19, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8001, loss: 2.8001 2020-07-02 22:27:58,688 - mmaction - INFO - Epoch [113][160/627] lr: 3.585e-01, eta: 21:04:00, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.7225, loss: 2.7225 2020-07-02 22:28:14,823 - mmaction - INFO - Epoch [113][180/627] lr: 3.585e-01, eta: 21:03:39, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.8592, loss: 2.8592 2020-07-02 22:28:31,735 - mmaction - INFO - Epoch [113][200/627] lr: 3.585e-01, eta: 21:03:22, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.7619, loss: 2.7619 2020-07-02 22:28:47,967 - mmaction - INFO - Epoch [113][220/627] lr: 3.585e-01, eta: 21:03:02, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9669, loss: 2.9669 2020-07-02 22:29:04,118 - mmaction - INFO - Epoch [113][240/627] lr: 3.585e-01, eta: 21:02:41, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8311, loss: 2.8311 2020-07-02 22:29:20,800 - mmaction - INFO - Epoch [113][260/627] lr: 3.585e-01, eta: 21:02:24, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.7488, loss: 2.7488 2020-07-02 22:29:37,582 - mmaction - INFO - Epoch [113][280/627] lr: 3.585e-01, eta: 21:02:06, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8319, loss: 2.8319 2020-07-02 22:29:53,780 - mmaction - INFO - Epoch [113][300/627] lr: 3.585e-01, eta: 21:01:46, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6594, loss_cls: 2.7317, loss: 2.7317 2020-07-02 22:30:10,336 - mmaction - INFO - Epoch [113][320/627] lr: 3.585e-01, eta: 21:01:28, time: 0.828, data_time: 0.008, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7489, loss: 2.7489 2020-07-02 22:30:27,281 - mmaction - INFO - Epoch [113][340/627] lr: 3.585e-01, eta: 21:01:11, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9002, loss: 2.9002 2020-07-02 22:30:43,929 - mmaction - INFO - Epoch [113][360/627] lr: 3.585e-01, eta: 21:00:53, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.9059, loss: 2.9059 2020-07-02 22:31:01,056 - mmaction - INFO - Epoch [113][380/627] lr: 3.585e-01, eta: 21:00:38, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.8247, loss: 2.8247 2020-07-02 22:31:17,695 - mmaction - INFO - Epoch [113][400/627] lr: 3.585e-01, eta: 21:00:21, time: 0.833, data_time: 0.004, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0616, loss: 3.0616 2020-07-02 22:31:34,240 - mmaction - INFO - Epoch [113][420/627] lr: 3.585e-01, eta: 21:00:02, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.7182, loss: 2.7182 2020-07-02 22:31:50,423 - mmaction - INFO - Epoch [113][440/627] lr: 3.585e-01, eta: 20:59:41, time: 0.808, data_time: 0.004, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8495, loss: 2.8495 2020-07-02 22:32:07,111 - mmaction - INFO - Epoch [113][460/627] lr: 3.585e-01, eta: 20:59:24, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6390, loss: 2.6390 2020-07-02 22:32:23,826 - mmaction - INFO - Epoch [113][480/627] lr: 3.585e-01, eta: 20:59:06, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.9105, loss: 2.9105 2020-07-02 22:32:40,067 - mmaction - INFO - Epoch [113][500/627] lr: 3.585e-01, eta: 20:58:46, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1186, loss: 3.1186 2020-07-02 22:32:56,835 - mmaction - INFO - Epoch [113][520/627] lr: 3.585e-01, eta: 20:58:29, time: 0.839, data_time: 0.009, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6553, loss: 2.6553 2020-07-02 22:33:13,425 - mmaction - INFO - Epoch [113][540/627] lr: 3.585e-01, eta: 20:58:11, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5781, loss_cls: 2.9723, loss: 2.9723 2020-07-02 22:33:29,623 - mmaction - INFO - Epoch [113][560/627] lr: 3.585e-01, eta: 20:57:51, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9130, loss: 2.9130 2020-07-02 22:33:46,628 - mmaction - INFO - Epoch [113][580/627] lr: 3.585e-01, eta: 20:57:35, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.8113, loss: 2.8113 2020-07-02 22:34:03,271 - mmaction - INFO - Epoch [113][600/627] lr: 3.585e-01, eta: 20:57:17, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0296, loss: 3.0296 2020-07-02 22:34:19,587 - mmaction - INFO - Epoch [113][620/627] lr: 3.585e-01, eta: 20:56:57, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9401, loss: 2.9401 2020-07-02 22:34:47,680 - mmaction - INFO - Epoch [114][20/627] lr: 3.549e-01, eta: 20:56:35, time: 1.136, data_time: 0.318, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.7808, loss: 2.7808 2020-07-02 22:35:04,724 - mmaction - INFO - Epoch [114][40/627] lr: 3.549e-01, eta: 20:56:19, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7798, loss: 2.7798 2020-07-02 22:35:21,810 - mmaction - INFO - Epoch [114][60/627] lr: 3.549e-01, eta: 20:56:04, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0819, loss: 3.0819 2020-07-02 22:35:37,953 - mmaction - INFO - Epoch [114][80/627] lr: 3.549e-01, eta: 20:55:43, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7408, loss: 2.7408 2020-07-02 22:35:54,797 - mmaction - INFO - Epoch [114][100/627] lr: 3.549e-01, eta: 20:55:27, time: 0.843, data_time: 0.005, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.8552, loss: 2.8552 2020-07-02 22:36:11,374 - mmaction - INFO - Epoch [114][120/627] lr: 3.549e-01, eta: 20:55:08, time: 0.826, data_time: 0.007, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.7814, loss: 2.7814 2020-07-02 22:36:28,235 - mmaction - INFO - Epoch [114][140/627] lr: 3.549e-01, eta: 20:54:52, time: 0.846, data_time: 0.011, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.9028, loss: 2.9028 2020-07-02 22:36:45,076 - mmaction - INFO - Epoch [114][160/627] lr: 3.549e-01, eta: 20:54:35, time: 0.843, data_time: 0.010, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9605, loss: 2.9605 2020-07-02 22:37:01,533 - mmaction - INFO - Epoch [114][180/627] lr: 3.549e-01, eta: 20:54:16, time: 0.822, data_time: 0.001, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8820, loss: 2.8820 2020-07-02 22:37:18,966 - mmaction - INFO - Epoch [114][200/627] lr: 3.549e-01, eta: 20:54:03, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7650, loss: 2.7650 2020-07-02 22:37:36,055 - mmaction - INFO - Epoch [114][220/627] lr: 3.549e-01, eta: 20:53:47, time: 0.855, data_time: 0.012, memory: 11097, top1_acc: 0.3219, top5_acc: 0.6125, loss_cls: 2.9547, loss: 2.9547 2020-07-02 22:37:52,406 - mmaction - INFO - Epoch [114][240/627] lr: 3.549e-01, eta: 20:53:28, time: 0.816, data_time: 0.010, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7874, loss: 2.7874 2020-07-02 22:38:08,993 - mmaction - INFO - Epoch [114][260/627] lr: 3.549e-01, eta: 20:53:10, time: 0.830, data_time: 0.009, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.5949, loss: 2.5949 2020-07-02 22:38:25,847 - mmaction - INFO - Epoch [114][280/627] lr: 3.549e-01, eta: 20:52:53, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 2.8273, loss: 2.8273 2020-07-02 22:38:42,969 - mmaction - INFO - Epoch [114][300/627] lr: 3.549e-01, eta: 20:52:38, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7299, loss: 2.7299 2020-07-02 22:39:00,136 - mmaction - INFO - Epoch [114][320/627] lr: 3.549e-01, eta: 20:52:23, time: 0.861, data_time: 0.014, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8929, loss: 2.8929 2020-07-02 22:39:16,561 - mmaction - INFO - Epoch [114][340/627] lr: 3.549e-01, eta: 20:52:04, time: 0.821, data_time: 0.007, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.8986, loss: 2.8986 2020-07-02 22:39:33,358 - mmaction - INFO - Epoch [114][360/627] lr: 3.549e-01, eta: 20:51:47, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 3.0930, loss: 3.0930 2020-07-02 22:39:50,113 - mmaction - INFO - Epoch [114][380/627] lr: 3.549e-01, eta: 20:51:30, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.9747, loss: 2.9747 2020-07-02 22:40:06,250 - mmaction - INFO - Epoch [114][400/627] lr: 3.549e-01, eta: 20:51:09, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7764, loss: 2.7764 2020-07-02 22:40:22,787 - mmaction - INFO - Epoch [114][420/627] lr: 3.549e-01, eta: 20:50:51, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8277, loss: 2.8277 2020-07-02 22:40:39,479 - mmaction - INFO - Epoch [114][440/627] lr: 3.549e-01, eta: 20:50:33, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.9577, loss: 2.9577 2020-07-02 22:40:55,971 - mmaction - INFO - Epoch [114][460/627] lr: 3.549e-01, eta: 20:50:15, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.7407, loss: 2.7407 2020-07-02 22:41:12,698 - mmaction - INFO - Epoch [114][480/627] lr: 3.549e-01, eta: 20:49:57, time: 0.837, data_time: 0.004, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.8857, loss: 2.8857 2020-07-02 22:41:29,688 - mmaction - INFO - Epoch [114][500/627] lr: 3.549e-01, eta: 20:49:42, time: 0.848, data_time: 0.006, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.8960, loss: 2.8960 2020-07-02 22:41:47,024 - mmaction - INFO - Epoch [114][520/627] lr: 3.549e-01, eta: 20:49:28, time: 0.868, data_time: 0.008, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9214, loss: 2.9214 2020-07-02 22:42:03,792 - mmaction - INFO - Epoch [114][540/627] lr: 3.549e-01, eta: 20:49:11, time: 0.838, data_time: 0.007, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0754, loss: 3.0754 2020-07-02 22:42:20,486 - mmaction - INFO - Epoch [114][560/627] lr: 3.549e-01, eta: 20:48:53, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1694, loss: 3.1694 2020-07-02 22:42:36,670 - mmaction - INFO - Epoch [114][580/627] lr: 3.549e-01, eta: 20:48:33, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.8050, loss: 2.8050 2020-07-02 22:42:53,537 - mmaction - INFO - Epoch [114][600/627] lr: 3.549e-01, eta: 20:48:16, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6905, loss: 2.6905 2020-07-02 22:43:09,635 - mmaction - INFO - Epoch [114][620/627] lr: 3.549e-01, eta: 20:47:55, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6188, loss_cls: 2.9255, loss: 2.9255 2020-07-02 22:43:37,403 - mmaction - INFO - Epoch [115][20/627] lr: 3.513e-01, eta: 20:47:31, time: 1.124, data_time: 0.314, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 2.9748, loss: 2.9748 2020-07-02 22:43:53,882 - mmaction - INFO - Epoch [115][40/627] lr: 3.513e-01, eta: 20:47:13, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8292, loss: 2.8292 2020-07-02 22:44:10,354 - mmaction - INFO - Epoch [115][60/627] lr: 3.513e-01, eta: 20:46:54, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7433, loss: 2.7433 2020-07-02 22:44:26,602 - mmaction - INFO - Epoch [115][80/627] lr: 3.513e-01, eta: 20:46:34, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.5424, loss: 2.5424 2020-07-02 22:44:43,264 - mmaction - INFO - Epoch [115][100/627] lr: 3.513e-01, eta: 20:46:17, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 2.9351, loss: 2.9351 2020-07-02 22:45:00,151 - mmaction - INFO - Epoch [115][120/627] lr: 3.513e-01, eta: 20:46:00, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.7291, loss: 2.7291 2020-07-02 22:45:16,760 - mmaction - INFO - Epoch [115][140/627] lr: 3.513e-01, eta: 20:45:42, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8834, loss: 2.8834 2020-07-02 22:45:33,385 - mmaction - INFO - Epoch [115][160/627] lr: 3.513e-01, eta: 20:45:24, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6895, loss: 2.6895 2020-07-02 22:45:49,971 - mmaction - INFO - Epoch [115][180/627] lr: 3.513e-01, eta: 20:45:06, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7712, loss: 2.7712 2020-07-02 22:46:07,497 - mmaction - INFO - Epoch [115][200/627] lr: 3.513e-01, eta: 20:44:53, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6750, loss_cls: 2.6689, loss: 2.6689 2020-07-02 22:46:24,130 - mmaction - INFO - Epoch [115][220/627] lr: 3.513e-01, eta: 20:44:35, time: 0.835, data_time: 0.006, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9055, loss: 2.9055 2020-07-02 22:46:40,327 - mmaction - INFO - Epoch [115][240/627] lr: 3.513e-01, eta: 20:44:15, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9550, loss: 2.9550 2020-07-02 22:46:57,724 - mmaction - INFO - Epoch [115][260/627] lr: 3.513e-01, eta: 20:44:02, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8405, loss: 2.8405 2020-07-02 22:47:13,929 - mmaction - INFO - Epoch [115][280/627] lr: 3.513e-01, eta: 20:43:42, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.8058, loss: 2.8058 2020-07-02 22:47:30,425 - mmaction - INFO - Epoch [115][300/627] lr: 3.513e-01, eta: 20:43:23, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 2.9857, loss: 2.9857 2020-07-02 22:47:47,375 - mmaction - INFO - Epoch [115][320/627] lr: 3.513e-01, eta: 20:43:07, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.8821, loss: 2.8821 2020-07-02 22:48:04,166 - mmaction - INFO - Epoch [115][340/627] lr: 3.513e-01, eta: 20:42:50, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.8263, loss: 2.8263 2020-07-02 22:48:20,994 - mmaction - INFO - Epoch [115][360/627] lr: 3.513e-01, eta: 20:42:33, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8956, loss: 2.8956 2020-07-02 22:48:37,210 - mmaction - INFO - Epoch [115][380/627] lr: 3.513e-01, eta: 20:42:13, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 2.9549, loss: 2.9549 2020-07-02 22:48:54,089 - mmaction - INFO - Epoch [115][400/627] lr: 3.513e-01, eta: 20:41:57, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6119, loss: 2.6119 2020-07-02 22:49:10,962 - mmaction - INFO - Epoch [115][420/627] lr: 3.513e-01, eta: 20:41:40, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.7829, loss: 2.7829 2020-07-02 22:49:27,985 - mmaction - INFO - Epoch [115][440/627] lr: 3.513e-01, eta: 20:41:25, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.7703, loss: 2.7703 2020-07-02 22:49:44,814 - mmaction - INFO - Epoch [115][460/627] lr: 3.513e-01, eta: 20:41:08, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9612, loss: 2.9612 2020-07-02 22:50:01,114 - mmaction - INFO - Epoch [115][480/627] lr: 3.513e-01, eta: 20:40:48, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6031, loss_cls: 2.8525, loss: 2.8525 2020-07-02 22:50:17,712 - mmaction - INFO - Epoch [115][500/627] lr: 3.513e-01, eta: 20:40:30, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.6965, loss: 2.6965 2020-07-02 22:50:33,992 - mmaction - INFO - Epoch [115][520/627] lr: 3.513e-01, eta: 20:40:11, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.7971, loss: 2.7971 2020-07-02 22:50:50,244 - mmaction - INFO - Epoch [115][540/627] lr: 3.513e-01, eta: 20:39:51, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9625, loss: 2.9625 2020-07-02 22:51:06,823 - mmaction - INFO - Epoch [115][560/627] lr: 3.513e-01, eta: 20:39:33, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9610, loss: 2.9610 2020-07-02 22:51:23,408 - mmaction - INFO - Epoch [115][580/627] lr: 3.513e-01, eta: 20:39:15, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0619, loss: 3.0619 2020-07-02 22:51:39,996 - mmaction - INFO - Epoch [115][600/627] lr: 3.513e-01, eta: 20:38:57, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6062, loss_cls: 2.7946, loss: 2.7946 2020-07-02 22:51:56,469 - mmaction - INFO - Epoch [115][620/627] lr: 3.513e-01, eta: 20:38:38, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9434, loss: 2.9434 2020-07-02 22:52:24,254 - mmaction - INFO - Epoch [116][20/627] lr: 3.477e-01, eta: 20:38:15, time: 1.126, data_time: 0.299, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8161, loss: 2.8161 2020-07-02 22:52:40,956 - mmaction - INFO - Epoch [116][40/627] lr: 3.477e-01, eta: 20:37:57, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.7682, loss: 2.7682 2020-07-02 22:52:57,945 - mmaction - INFO - Epoch [116][60/627] lr: 3.477e-01, eta: 20:37:41, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9506, loss: 2.9506 2020-07-02 22:53:14,777 - mmaction - INFO - Epoch [116][80/627] lr: 3.477e-01, eta: 20:37:25, time: 0.841, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7054, loss: 2.7054 2020-07-02 22:53:30,980 - mmaction - INFO - Epoch [116][100/627] lr: 3.477e-01, eta: 20:37:05, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5320, loss: 2.5320 2020-07-02 22:53:47,235 - mmaction - INFO - Epoch [116][120/627] lr: 3.477e-01, eta: 20:36:45, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8388, loss: 2.8388 2020-07-02 22:54:04,038 - mmaction - INFO - Epoch [116][140/627] lr: 3.477e-01, eta: 20:36:28, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 2.9652, loss: 2.9652 2020-07-02 22:54:20,671 - mmaction - INFO - Epoch [116][160/627] lr: 3.477e-01, eta: 20:36:10, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6781, loss_cls: 2.6446, loss: 2.6446 2020-07-02 22:54:37,105 - mmaction - INFO - Epoch [116][180/627] lr: 3.477e-01, eta: 20:35:52, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0450, loss: 3.0450 2020-07-02 22:54:53,784 - mmaction - INFO - Epoch [116][200/627] lr: 3.477e-01, eta: 20:35:34, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8041, loss: 2.8041 2020-07-02 22:55:10,437 - mmaction - INFO - Epoch [116][220/627] lr: 3.477e-01, eta: 20:35:17, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1080, loss: 3.1080 2020-07-02 22:55:26,594 - mmaction - INFO - Epoch [116][240/627] lr: 3.477e-01, eta: 20:34:57, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6562, loss_cls: 2.8000, loss: 2.8000 2020-07-02 22:55:43,634 - mmaction - INFO - Epoch [116][260/627] lr: 3.477e-01, eta: 20:34:41, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7766, loss: 2.7766 2020-07-02 22:55:59,788 - mmaction - INFO - Epoch [116][280/627] lr: 3.477e-01, eta: 20:34:21, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8671, loss: 2.8671 2020-07-02 22:56:16,883 - mmaction - INFO - Epoch [116][300/627] lr: 3.477e-01, eta: 20:34:05, time: 0.854, data_time: 0.004, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.7462, loss: 2.7462 2020-07-02 22:56:33,451 - mmaction - INFO - Epoch [116][320/627] lr: 3.477e-01, eta: 20:33:47, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.7495, loss: 2.7495 2020-07-02 22:56:49,685 - mmaction - INFO - Epoch [116][340/627] lr: 3.477e-01, eta: 20:33:27, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6675, loss: 2.6675 2020-07-02 22:57:06,947 - mmaction - INFO - Epoch [116][360/627] lr: 3.477e-01, eta: 20:33:13, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9835, loss: 2.9835 2020-07-02 22:57:23,809 - mmaction - INFO - Epoch [116][380/627] lr: 3.477e-01, eta: 20:32:57, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.9468, loss: 2.9468 2020-07-02 22:57:39,979 - mmaction - INFO - Epoch [116][400/627] lr: 3.477e-01, eta: 20:32:37, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.8984, loss: 2.8984 2020-07-02 22:57:56,196 - mmaction - INFO - Epoch [116][420/627] lr: 3.477e-01, eta: 20:32:17, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9503, loss: 2.9503 2020-07-02 22:58:13,184 - mmaction - INFO - Epoch [116][440/627] lr: 3.477e-01, eta: 20:32:01, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.8909, loss: 2.8909 2020-07-02 22:58:29,473 - mmaction - INFO - Epoch [116][460/627] lr: 3.477e-01, eta: 20:31:41, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7930, loss: 2.7930 2020-07-02 22:58:46,082 - mmaction - INFO - Epoch [116][480/627] lr: 3.477e-01, eta: 20:31:24, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.7463, loss: 2.7463 2020-07-02 22:59:02,571 - mmaction - INFO - Epoch [116][500/627] lr: 3.477e-01, eta: 20:31:05, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.0861, loss: 3.0861 2020-07-02 22:59:19,148 - mmaction - INFO - Epoch [116][520/627] lr: 3.477e-01, eta: 20:30:47, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0740, loss: 3.0740 2020-07-02 22:59:35,674 - mmaction - INFO - Epoch [116][540/627] lr: 3.477e-01, eta: 20:30:29, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.9011, loss: 2.9011 2020-07-02 22:59:52,794 - mmaction - INFO - Epoch [116][560/627] lr: 3.477e-01, eta: 20:30:14, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9748, loss: 2.9748 2020-07-02 23:00:16,181 - mmaction - INFO - Epoch [116][580/627] lr: 3.477e-01, eta: 20:30:30, time: 1.164, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.8371, loss: 2.8371 2020-07-02 23:00:33,468 - mmaction - INFO - Epoch [116][600/627] lr: 3.477e-01, eta: 20:30:15, time: 0.863, data_time: 0.012, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8601, loss: 2.8601 2020-07-02 23:00:49,672 - mmaction - INFO - Epoch [116][620/627] lr: 3.477e-01, eta: 20:29:56, time: 0.818, data_time: 0.009, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9438, loss: 2.9438 2020-07-02 23:00:54,928 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-07-02 23:01:20,627 - mmaction - INFO - Epoch [117][20/627] lr: 3.440e-01, eta: 20:29:23, time: 1.032, data_time: 0.219, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8919, loss: 2.8919 2020-07-02 23:01:37,592 - mmaction - INFO - Epoch [117][40/627] lr: 3.440e-01, eta: 20:29:07, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.8932, loss: 2.8932 2020-07-02 23:01:54,575 - mmaction - INFO - Epoch [117][60/627] lr: 3.440e-01, eta: 20:28:51, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9343, loss: 2.9343 2020-07-02 23:02:10,814 - mmaction - INFO - Epoch [117][80/627] lr: 3.440e-01, eta: 20:28:31, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6514, loss: 2.6514 2020-07-02 23:02:27,750 - mmaction - INFO - Epoch [117][100/627] lr: 3.440e-01, eta: 20:28:15, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.8474, loss: 2.8474 2020-07-02 23:02:44,327 - mmaction - INFO - Epoch [117][120/627] lr: 3.440e-01, eta: 20:27:57, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0079, loss: 3.0079 2020-07-02 23:03:01,382 - mmaction - INFO - Epoch [117][140/627] lr: 3.440e-01, eta: 20:27:41, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9024, loss: 2.9024 2020-07-02 23:03:18,037 - mmaction - INFO - Epoch [117][160/627] lr: 3.440e-01, eta: 20:27:24, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0091, loss: 3.0091 2020-07-02 23:03:34,609 - mmaction - INFO - Epoch [117][180/627] lr: 3.440e-01, eta: 20:27:06, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.9891, loss: 2.9891 2020-07-02 23:03:51,259 - mmaction - INFO - Epoch [117][200/627] lr: 3.440e-01, eta: 20:26:48, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.5813, loss_cls: 2.8528, loss: 2.8528 2020-07-02 23:04:07,450 - mmaction - INFO - Epoch [117][220/627] lr: 3.440e-01, eta: 20:26:29, time: 0.812, data_time: 0.005, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.7061, loss: 2.7061 2020-07-02 23:04:23,928 - mmaction - INFO - Epoch [117][240/627] lr: 3.440e-01, eta: 20:26:10, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9141, loss: 2.9141 2020-07-02 23:04:41,173 - mmaction - INFO - Epoch [117][260/627] lr: 3.440e-01, eta: 20:25:55, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.7670, loss: 2.7670 2020-07-02 23:04:58,500 - mmaction - INFO - Epoch [117][280/627] lr: 3.440e-01, eta: 20:25:41, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8045, loss: 2.8045 2020-07-02 23:05:14,728 - mmaction - INFO - Epoch [117][300/627] lr: 3.440e-01, eta: 20:25:21, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6094, loss_cls: 2.7889, loss: 2.7889 2020-07-02 23:05:31,334 - mmaction - INFO - Epoch [117][320/627] lr: 3.440e-01, eta: 20:25:04, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 2.9848, loss: 2.9848 2020-07-02 23:05:47,923 - mmaction - INFO - Epoch [117][340/627] lr: 3.440e-01, eta: 20:24:46, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.8116, loss: 2.8116 2020-07-02 23:06:04,179 - mmaction - INFO - Epoch [117][360/627] lr: 3.440e-01, eta: 20:24:26, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5844, loss_cls: 2.8056, loss: 2.8056 2020-07-02 23:06:20,589 - mmaction - INFO - Epoch [117][380/627] lr: 3.440e-01, eta: 20:24:08, time: 0.824, data_time: 0.006, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.7243, loss: 2.7243 2020-07-02 23:06:37,162 - mmaction - INFO - Epoch [117][400/627] lr: 3.440e-01, eta: 20:23:50, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.9756, loss: 2.9756 2020-07-02 23:06:53,762 - mmaction - INFO - Epoch [117][420/627] lr: 3.440e-01, eta: 20:23:32, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.7410, loss: 2.7410 2020-07-02 23:07:10,375 - mmaction - INFO - Epoch [117][440/627] lr: 3.440e-01, eta: 20:23:14, time: 0.831, data_time: 0.004, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.5836, loss: 2.5836 2020-07-02 23:07:26,939 - mmaction - INFO - Epoch [117][460/627] lr: 3.440e-01, eta: 20:22:56, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1293, loss: 3.1293 2020-07-02 23:07:43,241 - mmaction - INFO - Epoch [117][480/627] lr: 3.440e-01, eta: 20:22:37, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6500, loss_cls: 2.9346, loss: 2.9346 2020-07-02 23:07:59,404 - mmaction - INFO - Epoch [117][500/627] lr: 3.440e-01, eta: 20:22:17, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0206, loss: 3.0206 2020-07-02 23:08:15,718 - mmaction - INFO - Epoch [117][520/627] lr: 3.440e-01, eta: 20:21:58, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6750, loss_cls: 2.6363, loss: 2.6363 2020-07-02 23:08:32,389 - mmaction - INFO - Epoch [117][540/627] lr: 3.440e-01, eta: 20:21:40, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7463, loss: 2.7463 2020-07-02 23:08:48,591 - mmaction - INFO - Epoch [117][560/627] lr: 3.440e-01, eta: 20:21:21, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3156, top5_acc: 0.6062, loss_cls: 3.0493, loss: 3.0493 2020-07-02 23:09:05,299 - mmaction - INFO - Epoch [117][580/627] lr: 3.440e-01, eta: 20:21:03, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6906, loss_cls: 2.6000, loss: 2.6000 2020-07-02 23:09:21,434 - mmaction - INFO - Epoch [117][600/627] lr: 3.440e-01, eta: 20:20:43, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.8296, loss: 2.8296 2020-07-02 23:09:37,672 - mmaction - INFO - Epoch [117][620/627] lr: 3.440e-01, eta: 20:20:24, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9137, loss: 2.9137 2020-07-02 23:10:05,764 - mmaction - INFO - Epoch [118][20/627] lr: 3.404e-01, eta: 20:20:02, time: 1.142, data_time: 0.319, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6406, loss_cls: 2.5929, loss: 2.5929 2020-07-02 23:10:22,329 - mmaction - INFO - Epoch [118][40/627] lr: 3.404e-01, eta: 20:19:44, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7066, loss: 2.7066 2020-07-02 23:10:39,440 - mmaction - INFO - Epoch [118][60/627] lr: 3.404e-01, eta: 20:19:29, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9445, loss: 2.9445 2020-07-02 23:10:55,587 - mmaction - INFO - Epoch [118][80/627] lr: 3.404e-01, eta: 20:19:09, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.8742, loss: 2.8742 2020-07-02 23:11:12,528 - mmaction - INFO - Epoch [118][100/627] lr: 3.404e-01, eta: 20:18:52, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6156, loss_cls: 2.8486, loss: 2.8486 2020-07-02 23:11:28,794 - mmaction - INFO - Epoch [118][120/627] lr: 3.404e-01, eta: 20:18:33, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6188, loss_cls: 2.7474, loss: 2.7474 2020-07-02 23:11:45,106 - mmaction - INFO - Epoch [118][140/627] lr: 3.404e-01, eta: 20:18:14, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7718, loss: 2.7718 2020-07-02 23:12:01,711 - mmaction - INFO - Epoch [118][160/627] lr: 3.404e-01, eta: 20:17:56, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8181, loss: 2.8181 2020-07-02 23:12:18,219 - mmaction - INFO - Epoch [118][180/627] lr: 3.404e-01, eta: 20:17:38, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6375, loss_cls: 2.9083, loss: 2.9083 2020-07-02 23:12:35,568 - mmaction - INFO - Epoch [118][200/627] lr: 3.404e-01, eta: 20:17:24, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.8124, loss: 2.8124 2020-07-02 23:12:51,765 - mmaction - INFO - Epoch [118][220/627] lr: 3.404e-01, eta: 20:17:04, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9812, loss: 2.9812 2020-07-02 23:13:08,376 - mmaction - INFO - Epoch [118][240/627] lr: 3.404e-01, eta: 20:16:46, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.5938, loss_cls: 2.8636, loss: 2.8636 2020-07-02 23:13:25,854 - mmaction - INFO - Epoch [118][260/627] lr: 3.404e-01, eta: 20:16:33, time: 0.874, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6062, loss_cls: 2.9457, loss: 2.9457 2020-07-02 23:13:42,408 - mmaction - INFO - Epoch [118][280/627] lr: 3.404e-01, eta: 20:16:15, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.8919, loss: 2.8919 2020-07-02 23:13:59,312 - mmaction - INFO - Epoch [118][300/627] lr: 3.404e-01, eta: 20:15:59, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9643, loss: 2.9643 2020-07-02 23:14:15,534 - mmaction - INFO - Epoch [118][320/627] lr: 3.404e-01, eta: 20:15:39, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.8034, loss: 2.8034 2020-07-02 23:14:32,045 - mmaction - INFO - Epoch [118][340/627] lr: 3.404e-01, eta: 20:15:21, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.6606, loss: 2.6606 2020-07-02 23:14:49,610 - mmaction - INFO - Epoch [118][360/627] lr: 3.404e-01, eta: 20:15:08, time: 0.878, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9098, loss: 2.9098 2020-07-02 23:15:05,838 - mmaction - INFO - Epoch [118][380/627] lr: 3.404e-01, eta: 20:14:48, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.9437, loss: 2.9437 2020-07-02 23:15:22,415 - mmaction - INFO - Epoch [118][400/627] lr: 3.404e-01, eta: 20:14:30, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7715, loss: 2.7715 2020-07-02 23:15:39,080 - mmaction - INFO - Epoch [118][420/627] lr: 3.404e-01, eta: 20:14:13, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5906, loss_cls: 2.9468, loss: 2.9468 2020-07-02 23:15:55,744 - mmaction - INFO - Epoch [118][440/627] lr: 3.404e-01, eta: 20:13:56, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8802, loss: 2.8802 2020-07-02 23:16:11,905 - mmaction - INFO - Epoch [118][460/627] lr: 3.404e-01, eta: 20:13:36, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7509, loss: 2.7509 2020-07-02 23:16:28,161 - mmaction - INFO - Epoch [118][480/627] lr: 3.404e-01, eta: 20:13:16, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.8615, loss: 2.8615 2020-07-02 23:16:45,447 - mmaction - INFO - Epoch [118][500/627] lr: 3.404e-01, eta: 20:13:02, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0536, loss: 3.0536 2020-07-02 23:17:01,734 - mmaction - INFO - Epoch [118][520/627] lr: 3.404e-01, eta: 20:12:43, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8823, loss: 2.8823 2020-07-02 23:17:18,740 - mmaction - INFO - Epoch [118][540/627] lr: 3.404e-01, eta: 20:12:27, time: 0.848, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.9219, loss: 2.9219 2020-07-02 23:17:35,211 - mmaction - INFO - Epoch [118][560/627] lr: 3.404e-01, eta: 20:12:09, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8713, loss: 2.8713 2020-07-02 23:17:51,788 - mmaction - INFO - Epoch [118][580/627] lr: 3.404e-01, eta: 20:11:51, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.9253, loss: 2.9253 2020-07-02 23:18:08,802 - mmaction - INFO - Epoch [118][600/627] lr: 3.404e-01, eta: 20:11:35, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.9487, loss: 2.9487 2020-07-02 23:18:25,027 - mmaction - INFO - Epoch [118][620/627] lr: 3.404e-01, eta: 20:11:16, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6687, loss_cls: 2.8262, loss: 2.8262 2020-07-02 23:18:52,601 - mmaction - INFO - Epoch [119][20/627] lr: 3.367e-01, eta: 20:10:51, time: 1.115, data_time: 0.298, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8374, loss: 2.8374 2020-07-02 23:19:09,615 - mmaction - INFO - Epoch [119][40/627] lr: 3.367e-01, eta: 20:10:35, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.7373, loss: 2.7373 2020-07-02 23:19:25,870 - mmaction - INFO - Epoch [119][60/627] lr: 3.367e-01, eta: 20:10:16, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6910, loss: 2.6910 2020-07-02 23:19:42,508 - mmaction - INFO - Epoch [119][80/627] lr: 3.367e-01, eta: 20:09:59, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9654, loss: 2.9654 2020-07-02 23:19:59,137 - mmaction - INFO - Epoch [119][100/627] lr: 3.367e-01, eta: 20:09:41, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.7494, loss: 2.7494 2020-07-02 23:20:15,342 - mmaction - INFO - Epoch [119][120/627] lr: 3.367e-01, eta: 20:09:21, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9863, loss: 2.9863 2020-07-02 23:20:33,009 - mmaction - INFO - Epoch [119][140/627] lr: 3.367e-01, eta: 20:09:09, time: 0.884, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.8104, loss: 2.8104 2020-07-02 23:20:49,671 - mmaction - INFO - Epoch [119][160/627] lr: 3.367e-01, eta: 20:08:51, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9637, loss: 2.9637 2020-07-02 23:21:05,849 - mmaction - INFO - Epoch [119][180/627] lr: 3.367e-01, eta: 20:08:32, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9753, loss: 2.9753 2020-07-02 23:21:22,608 - mmaction - INFO - Epoch [119][200/627] lr: 3.367e-01, eta: 20:08:15, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6094, loss_cls: 2.8030, loss: 2.8030 2020-07-02 23:21:39,110 - mmaction - INFO - Epoch [119][220/627] lr: 3.367e-01, eta: 20:07:57, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6375, loss_cls: 2.8613, loss: 2.8613 2020-07-02 23:21:55,286 - mmaction - INFO - Epoch [119][240/627] lr: 3.367e-01, eta: 20:07:37, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6250, loss_cls: 2.9561, loss: 2.9561 2020-07-02 23:22:11,526 - mmaction - INFO - Epoch [119][260/627] lr: 3.367e-01, eta: 20:07:18, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8333, loss: 2.8333 2020-07-02 23:22:28,003 - mmaction - INFO - Epoch [119][280/627] lr: 3.367e-01, eta: 20:06:59, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6156, loss_cls: 2.8760, loss: 2.8760 2020-07-02 23:22:44,291 - mmaction - INFO - Epoch [119][300/627] lr: 3.367e-01, eta: 20:06:40, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6406, loss_cls: 2.6707, loss: 2.6707 2020-07-02 23:23:01,275 - mmaction - INFO - Epoch [119][320/627] lr: 3.367e-01, eta: 20:06:24, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.7223, loss: 2.7223 2020-07-02 23:23:18,008 - mmaction - INFO - Epoch [119][340/627] lr: 3.367e-01, eta: 20:06:07, time: 0.837, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 3.0532, loss: 3.0532 2020-07-02 23:23:34,669 - mmaction - INFO - Epoch [119][360/627] lr: 3.367e-01, eta: 20:05:50, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.8984, loss: 2.8984 2020-07-02 23:23:51,693 - mmaction - INFO - Epoch [119][380/627] lr: 3.367e-01, eta: 20:05:34, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.5936, loss: 2.5936 2020-07-02 23:24:08,579 - mmaction - INFO - Epoch [119][400/627] lr: 3.367e-01, eta: 20:05:18, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9598, loss: 2.9598 2020-07-02 23:24:25,513 - mmaction - INFO - Epoch [119][420/627] lr: 3.367e-01, eta: 20:05:02, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8062, loss: 2.8062 2020-07-02 23:24:41,708 - mmaction - INFO - Epoch [119][440/627] lr: 3.367e-01, eta: 20:04:42, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5625, loss_cls: 3.1011, loss: 3.1011 2020-07-02 23:24:58,426 - mmaction - INFO - Epoch [119][460/627] lr: 3.367e-01, eta: 20:04:25, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.9277, loss: 2.9277 2020-07-02 23:25:15,034 - mmaction - INFO - Epoch [119][480/627] lr: 3.367e-01, eta: 20:04:07, time: 0.834, data_time: 0.006, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9195, loss: 2.9195 2020-07-02 23:25:32,127 - mmaction - INFO - Epoch [119][500/627] lr: 3.367e-01, eta: 20:03:52, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9340, loss: 2.9340 2020-07-02 23:25:49,257 - mmaction - INFO - Epoch [119][520/627] lr: 3.367e-01, eta: 20:03:37, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5705, loss: 2.5705 2020-07-02 23:26:05,916 - mmaction - INFO - Epoch [119][540/627] lr: 3.367e-01, eta: 20:03:19, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8145, loss: 2.8145 2020-07-02 23:26:22,489 - mmaction - INFO - Epoch [119][560/627] lr: 3.367e-01, eta: 20:03:02, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.8495, loss: 2.8495 2020-07-02 23:26:39,074 - mmaction - INFO - Epoch [119][580/627] lr: 3.367e-01, eta: 20:02:44, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.8275, loss: 2.8275 2020-07-02 23:26:55,947 - mmaction - INFO - Epoch [119][600/627] lr: 3.367e-01, eta: 20:02:27, time: 0.846, data_time: 0.005, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.8582, loss: 2.8582 2020-07-02 23:27:12,523 - mmaction - INFO - Epoch [119][620/627] lr: 3.367e-01, eta: 20:02:10, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 3.0475, loss: 3.0475 2020-07-02 23:27:40,428 - mmaction - INFO - Epoch [120][20/627] lr: 3.331e-01, eta: 20:01:46, time: 1.127, data_time: 0.311, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8592, loss: 2.8592 2020-07-02 23:27:56,698 - mmaction - INFO - Epoch [120][40/627] lr: 3.331e-01, eta: 20:01:27, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7630, loss: 2.7630 2020-07-02 23:28:13,213 - mmaction - INFO - Epoch [120][60/627] lr: 3.331e-01, eta: 20:01:09, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8358, loss: 2.8358 2020-07-02 23:28:29,825 - mmaction - INFO - Epoch [120][80/627] lr: 3.331e-01, eta: 20:00:52, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8748, loss: 2.8748 2020-07-02 23:28:46,020 - mmaction - INFO - Epoch [120][100/627] lr: 3.331e-01, eta: 20:00:32, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8206, loss: 2.8206 2020-07-02 23:29:02,579 - mmaction - INFO - Epoch [120][120/627] lr: 3.331e-01, eta: 20:00:15, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8949, loss: 2.8949 2020-07-02 23:29:18,829 - mmaction - INFO - Epoch [120][140/627] lr: 3.331e-01, eta: 19:59:55, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6831, loss: 2.6831 2020-07-02 23:29:35,071 - mmaction - INFO - Epoch [120][160/627] lr: 3.331e-01, eta: 19:59:36, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9436, loss: 2.9436 2020-07-02 23:29:52,371 - mmaction - INFO - Epoch [120][180/627] lr: 3.331e-01, eta: 19:59:22, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6944, loss: 2.6944 2020-07-02 23:30:08,819 - mmaction - INFO - Epoch [120][200/627] lr: 3.331e-01, eta: 19:59:03, time: 0.824, data_time: 0.004, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0127, loss: 3.0127 2020-07-02 23:30:25,047 - mmaction - INFO - Epoch [120][220/627] lr: 3.331e-01, eta: 19:58:44, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6219, loss_cls: 2.7187, loss: 2.7187 2020-07-02 23:30:42,472 - mmaction - INFO - Epoch [120][240/627] lr: 3.331e-01, eta: 19:58:30, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9489, loss: 2.9489 2020-07-02 23:30:59,505 - mmaction - INFO - Epoch [120][260/627] lr: 3.331e-01, eta: 19:58:14, time: 0.852, data_time: 0.004, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8568, loss: 2.8568 2020-07-02 23:31:15,786 - mmaction - INFO - Epoch [120][280/627] lr: 3.331e-01, eta: 19:57:55, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.6858, loss: 2.6858 2020-07-02 23:31:32,875 - mmaction - INFO - Epoch [120][300/627] lr: 3.331e-01, eta: 19:57:40, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6715, loss: 2.6715 2020-07-02 23:31:49,014 - mmaction - INFO - Epoch [120][320/627] lr: 3.331e-01, eta: 19:57:20, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.5709, loss: 2.5709 2020-07-02 23:32:05,864 - mmaction - INFO - Epoch [120][340/627] lr: 3.331e-01, eta: 19:57:04, time: 0.843, data_time: 0.005, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.8003, loss: 2.8003 2020-07-02 23:32:22,455 - mmaction - INFO - Epoch [120][360/627] lr: 3.331e-01, eta: 19:56:46, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6895, loss: 2.6895 2020-07-02 23:32:39,175 - mmaction - INFO - Epoch [120][380/627] lr: 3.331e-01, eta: 19:56:29, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6719, loss_cls: 2.7136, loss: 2.7136 2020-07-02 23:32:56,026 - mmaction - INFO - Epoch [120][400/627] lr: 3.331e-01, eta: 19:56:12, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8971, loss: 2.8971 2020-07-02 23:33:13,052 - mmaction - INFO - Epoch [120][420/627] lr: 3.331e-01, eta: 19:55:57, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 2.7837, loss: 2.7837 2020-07-02 23:33:29,773 - mmaction - INFO - Epoch [120][440/627] lr: 3.331e-01, eta: 19:55:40, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6062, loss_cls: 2.8199, loss: 2.8199 2020-07-02 23:33:45,951 - mmaction - INFO - Epoch [120][460/627] lr: 3.331e-01, eta: 19:55:20, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7126, loss: 2.7126 2020-07-02 23:34:03,223 - mmaction - INFO - Epoch [120][480/627] lr: 3.331e-01, eta: 19:55:05, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7936, loss: 2.7936 2020-07-02 23:34:20,149 - mmaction - INFO - Epoch [120][500/627] lr: 3.331e-01, eta: 19:54:49, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8412, loss: 2.8412 2020-07-02 23:34:36,737 - mmaction - INFO - Epoch [120][520/627] lr: 3.331e-01, eta: 19:54:32, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7405, loss: 2.7405 2020-07-02 23:34:53,395 - mmaction - INFO - Epoch [120][540/627] lr: 3.331e-01, eta: 19:54:14, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0481, loss: 3.0481 2020-07-02 23:35:09,970 - mmaction - INFO - Epoch [120][560/627] lr: 3.331e-01, eta: 19:53:57, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6469, loss_cls: 2.6918, loss: 2.6918 2020-07-02 23:35:26,267 - mmaction - INFO - Epoch [120][580/627] lr: 3.331e-01, eta: 19:53:38, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.8097, loss: 2.8097 2020-07-02 23:35:42,982 - mmaction - INFO - Epoch [120][600/627] lr: 3.331e-01, eta: 19:53:21, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.8411, loss: 2.8411 2020-07-02 23:35:59,198 - mmaction - INFO - Epoch [120][620/627] lr: 3.331e-01, eta: 19:53:01, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.5906, loss_cls: 2.7968, loss: 2.7968 2020-07-02 23:36:04,522 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-02 23:36:27,161 - mmaction - INFO - Epoch [121][20/627] lr: 3.294e-01, eta: 19:52:31, time: 1.037, data_time: 0.230, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.7676, loss: 2.7676 2020-07-02 23:36:44,195 - mmaction - INFO - Epoch [121][40/627] lr: 3.294e-01, eta: 19:52:15, time: 0.853, data_time: 0.004, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7193, loss: 2.7193 2020-07-02 23:37:00,676 - mmaction - INFO - Epoch [121][60/627] lr: 3.294e-01, eta: 19:51:57, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.6970, loss: 2.6970 2020-07-02 23:37:17,621 - mmaction - INFO - Epoch [121][80/627] lr: 3.294e-01, eta: 19:51:41, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.9538, loss: 2.9538 2020-07-02 23:37:34,341 - mmaction - INFO - Epoch [121][100/627] lr: 3.294e-01, eta: 19:51:24, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6094, loss_cls: 2.9248, loss: 2.9248 2020-07-02 23:37:50,611 - mmaction - INFO - Epoch [121][120/627] lr: 3.294e-01, eta: 19:51:05, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8378, loss: 2.8378 2020-07-02 23:38:06,987 - mmaction - INFO - Epoch [121][140/627] lr: 3.294e-01, eta: 19:50:46, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.7959, loss: 2.7959 2020-07-02 23:38:23,878 - mmaction - INFO - Epoch [121][160/627] lr: 3.294e-01, eta: 19:50:30, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6188, loss: 2.6188 2020-07-02 23:38:40,662 - mmaction - INFO - Epoch [121][180/627] lr: 3.294e-01, eta: 19:50:13, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6838, loss: 2.6838 2020-07-02 23:38:57,200 - mmaction - INFO - Epoch [121][200/627] lr: 3.294e-01, eta: 19:49:55, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.7640, loss: 2.7640 2020-07-02 23:39:13,534 - mmaction - INFO - Epoch [121][220/627] lr: 3.294e-01, eta: 19:49:36, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8710, loss: 2.8710 2020-07-02 23:39:30,049 - mmaction - INFO - Epoch [121][240/627] lr: 3.294e-01, eta: 19:49:19, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8890, loss: 2.8890 2020-07-02 23:39:47,332 - mmaction - INFO - Epoch [121][260/627] lr: 3.294e-01, eta: 19:49:04, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.8233, loss: 2.8233 2020-07-02 23:40:03,816 - mmaction - INFO - Epoch [121][280/627] lr: 3.294e-01, eta: 19:48:46, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7635, loss: 2.7635 2020-07-02 23:40:20,501 - mmaction - INFO - Epoch [121][300/627] lr: 3.294e-01, eta: 19:48:29, time: 0.834, data_time: 0.004, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8021, loss: 2.8021 2020-07-02 23:40:37,034 - mmaction - INFO - Epoch [121][320/627] lr: 3.294e-01, eta: 19:48:11, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.8192, loss: 2.8192 2020-07-02 23:40:53,262 - mmaction - INFO - Epoch [121][340/627] lr: 3.294e-01, eta: 19:47:52, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9494, loss: 2.9494 2020-07-02 23:41:10,207 - mmaction - INFO - Epoch [121][360/627] lr: 3.294e-01, eta: 19:47:36, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6355, loss: 2.6355 2020-07-02 23:41:27,026 - mmaction - INFO - Epoch [121][380/627] lr: 3.294e-01, eta: 19:47:19, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7513, loss: 2.7513 2020-07-02 23:41:43,256 - mmaction - INFO - Epoch [121][400/627] lr: 3.294e-01, eta: 19:47:00, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8271, loss: 2.8271 2020-07-02 23:41:59,634 - mmaction - INFO - Epoch [121][420/627] lr: 3.294e-01, eta: 19:46:42, time: 0.820, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8528, loss: 2.8528 2020-07-02 23:42:16,490 - mmaction - INFO - Epoch [121][440/627] lr: 3.294e-01, eta: 19:46:25, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6852, loss: 2.6852 2020-07-02 23:42:33,298 - mmaction - INFO - Epoch [121][460/627] lr: 3.294e-01, eta: 19:46:08, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8291, loss: 2.8291 2020-07-02 23:42:49,578 - mmaction - INFO - Epoch [121][480/627] lr: 3.294e-01, eta: 19:45:49, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.6864, loss: 2.6864 2020-07-02 23:43:05,748 - mmaction - INFO - Epoch [121][500/627] lr: 3.294e-01, eta: 19:45:30, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.8815, loss: 2.8815 2020-07-02 23:43:22,916 - mmaction - INFO - Epoch [121][520/627] lr: 3.294e-01, eta: 19:45:15, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.9900, loss: 2.9900 2020-07-02 23:43:39,982 - mmaction - INFO - Epoch [121][540/627] lr: 3.294e-01, eta: 19:44:59, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9083, loss: 2.9083 2020-07-02 23:43:57,081 - mmaction - INFO - Epoch [121][560/627] lr: 3.294e-01, eta: 19:44:44, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9321, loss: 2.9321 2020-07-02 23:44:13,615 - mmaction - INFO - Epoch [121][580/627] lr: 3.294e-01, eta: 19:44:26, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6219, loss_cls: 2.8375, loss: 2.8375 2020-07-02 23:44:29,829 - mmaction - INFO - Epoch [121][600/627] lr: 3.294e-01, eta: 19:44:07, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6625, loss_cls: 2.7524, loss: 2.7524 2020-07-02 23:44:46,658 - mmaction - INFO - Epoch [121][620/627] lr: 3.294e-01, eta: 19:43:50, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7135, loss: 2.7135 2020-07-02 23:45:14,645 - mmaction - INFO - Epoch [122][20/627] lr: 3.257e-01, eta: 19:43:28, time: 1.133, data_time: 0.323, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6000, loss_cls: 2.7341, loss: 2.7341 2020-07-02 23:45:31,251 - mmaction - INFO - Epoch [122][40/627] lr: 3.257e-01, eta: 19:43:10, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0607, loss: 3.0607 2020-07-02 23:45:48,031 - mmaction - INFO - Epoch [122][60/627] lr: 3.257e-01, eta: 19:42:53, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6254, loss: 2.6254 2020-07-02 23:46:04,763 - mmaction - INFO - Epoch [122][80/627] lr: 3.257e-01, eta: 19:42:36, time: 0.837, data_time: 0.004, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9014, loss: 2.9014 2020-07-02 23:46:21,721 - mmaction - INFO - Epoch [122][100/627] lr: 3.257e-01, eta: 19:42:20, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.7996, loss: 2.7996 2020-07-02 23:46:37,911 - mmaction - INFO - Epoch [122][120/627] lr: 3.257e-01, eta: 19:42:01, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6719, loss_cls: 2.7761, loss: 2.7761 2020-07-02 23:46:54,971 - mmaction - INFO - Epoch [122][140/627] lr: 3.257e-01, eta: 19:41:46, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.7674, loss: 2.7674 2020-07-02 23:47:11,959 - mmaction - INFO - Epoch [122][160/627] lr: 3.257e-01, eta: 19:41:30, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.8100, loss: 2.8100 2020-07-02 23:47:28,655 - mmaction - INFO - Epoch [122][180/627] lr: 3.257e-01, eta: 19:41:13, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.7893, loss: 2.7893 2020-07-02 23:47:44,941 - mmaction - INFO - Epoch [122][200/627] lr: 3.257e-01, eta: 19:40:54, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6406, loss_cls: 2.7279, loss: 2.7279 2020-07-02 23:48:01,153 - mmaction - INFO - Epoch [122][220/627] lr: 3.257e-01, eta: 19:40:35, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9147, loss: 2.9147 2020-07-02 23:48:18,026 - mmaction - INFO - Epoch [122][240/627] lr: 3.257e-01, eta: 19:40:18, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9269, loss: 2.9269 2020-07-02 23:48:34,713 - mmaction - INFO - Epoch [122][260/627] lr: 3.257e-01, eta: 19:40:01, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 2.9350, loss: 2.9350 2020-07-02 23:48:51,308 - mmaction - INFO - Epoch [122][280/627] lr: 3.257e-01, eta: 19:39:44, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9105, loss: 2.9105 2020-07-02 23:49:08,233 - mmaction - INFO - Epoch [122][300/627] lr: 3.257e-01, eta: 19:39:27, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8380, loss: 2.8380 2020-07-02 23:49:25,282 - mmaction - INFO - Epoch [122][320/627] lr: 3.257e-01, eta: 19:39:12, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 2.9538, loss: 2.9538 2020-07-02 23:49:41,928 - mmaction - INFO - Epoch [122][340/627] lr: 3.257e-01, eta: 19:38:54, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9721, loss: 2.9721 2020-07-02 23:49:58,104 - mmaction - INFO - Epoch [122][360/627] lr: 3.257e-01, eta: 19:38:35, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7231, loss: 2.7231 2020-07-02 23:50:14,504 - mmaction - INFO - Epoch [122][380/627] lr: 3.257e-01, eta: 19:38:17, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7842, loss: 2.7842 2020-07-02 23:50:31,046 - mmaction - INFO - Epoch [122][400/627] lr: 3.257e-01, eta: 19:37:59, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5725, loss: 2.5725 2020-07-02 23:50:47,277 - mmaction - INFO - Epoch [122][420/627] lr: 3.257e-01, eta: 19:37:40, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.6010, loss: 2.6010 2020-07-02 23:51:04,618 - mmaction - INFO - Epoch [122][440/627] lr: 3.257e-01, eta: 19:37:26, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.8955, loss: 2.8955 2020-07-02 23:51:20,771 - mmaction - INFO - Epoch [122][460/627] lr: 3.257e-01, eta: 19:37:06, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7580, loss: 2.7580 2020-07-02 23:51:37,038 - mmaction - INFO - Epoch [122][480/627] lr: 3.257e-01, eta: 19:36:48, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.7426, loss: 2.7426 2020-07-02 23:51:53,813 - mmaction - INFO - Epoch [122][500/627] lr: 3.257e-01, eta: 19:36:31, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.5969, loss_cls: 2.8919, loss: 2.8919 2020-07-02 23:52:10,012 - mmaction - INFO - Epoch [122][520/627] lr: 3.257e-01, eta: 19:36:12, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 3.0600, loss: 3.0600 2020-07-02 23:52:26,924 - mmaction - INFO - Epoch [122][540/627] lr: 3.257e-01, eta: 19:35:55, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.8074, loss: 2.8074 2020-07-02 23:52:43,179 - mmaction - INFO - Epoch [122][560/627] lr: 3.257e-01, eta: 19:35:37, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8582, loss: 2.8582 2020-07-02 23:53:00,062 - mmaction - INFO - Epoch [122][580/627] lr: 3.257e-01, eta: 19:35:20, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6554, loss: 2.6554 2020-07-02 23:53:16,609 - mmaction - INFO - Epoch [122][600/627] lr: 3.257e-01, eta: 19:35:03, time: 0.833, data_time: 0.007, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.9312, loss: 2.9312 2020-07-02 23:53:33,120 - mmaction - INFO - Epoch [122][620/627] lr: 3.257e-01, eta: 19:34:45, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.8045, loss: 2.8045 2020-07-02 23:54:00,782 - mmaction - INFO - Epoch [123][20/627] lr: 3.221e-01, eta: 19:34:21, time: 1.119, data_time: 0.309, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6951, loss: 2.6951 2020-07-02 23:54:17,378 - mmaction - INFO - Epoch [123][40/627] lr: 3.221e-01, eta: 19:34:04, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.7969, loss: 2.7969 2020-07-02 23:54:33,999 - mmaction - INFO - Epoch [123][60/627] lr: 3.221e-01, eta: 19:33:46, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9623, loss: 2.9623 2020-07-02 23:54:50,238 - mmaction - INFO - Epoch [123][80/627] lr: 3.221e-01, eta: 19:33:27, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6062, loss_cls: 2.7221, loss: 2.7221 2020-07-02 23:55:07,115 - mmaction - INFO - Epoch [123][100/627] lr: 3.221e-01, eta: 19:33:11, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9440, loss: 2.9440 2020-07-02 23:55:23,760 - mmaction - INFO - Epoch [123][120/627] lr: 3.221e-01, eta: 19:32:54, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9786, loss: 2.9786 2020-07-02 23:55:39,982 - mmaction - INFO - Epoch [123][140/627] lr: 3.221e-01, eta: 19:32:35, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.7961, loss: 2.7961 2020-07-02 23:55:56,742 - mmaction - INFO - Epoch [123][160/627] lr: 3.221e-01, eta: 19:32:18, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6531, loss_cls: 2.8320, loss: 2.8320 2020-07-02 23:56:13,672 - mmaction - INFO - Epoch [123][180/627] lr: 3.221e-01, eta: 19:32:02, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8516, loss: 2.8516 2020-07-02 23:56:30,559 - mmaction - INFO - Epoch [123][200/627] lr: 3.221e-01, eta: 19:31:45, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 3.0908, loss: 3.0908 2020-07-02 23:56:47,036 - mmaction - INFO - Epoch [123][220/627] lr: 3.221e-01, eta: 19:31:27, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8939, loss: 2.8939 2020-07-02 23:57:03,696 - mmaction - INFO - Epoch [123][240/627] lr: 3.221e-01, eta: 19:31:10, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.9570, loss: 2.9570 2020-07-02 23:57:20,615 - mmaction - INFO - Epoch [123][260/627] lr: 3.221e-01, eta: 19:30:54, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.6044, loss: 2.6044 2020-07-02 23:57:37,181 - mmaction - INFO - Epoch [123][280/627] lr: 3.221e-01, eta: 19:30:36, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.5938, loss_cls: 2.7833, loss: 2.7833 2020-07-02 23:57:53,355 - mmaction - INFO - Epoch [123][300/627] lr: 3.221e-01, eta: 19:30:17, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7106, loss: 2.7106 2020-07-02 23:58:09,999 - mmaction - INFO - Epoch [123][320/627] lr: 3.221e-01, eta: 19:30:00, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.6252, loss: 2.6252 2020-07-02 23:58:26,149 - mmaction - INFO - Epoch [123][340/627] lr: 3.221e-01, eta: 19:29:41, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7508, loss: 2.7508 2020-07-02 23:58:42,732 - mmaction - INFO - Epoch [123][360/627] lr: 3.221e-01, eta: 19:29:23, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.5875, loss_cls: 2.8528, loss: 2.8528 2020-07-02 23:58:59,481 - mmaction - INFO - Epoch [123][380/627] lr: 3.221e-01, eta: 19:29:07, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6469, loss_cls: 2.7880, loss: 2.7880 2020-07-02 23:59:15,670 - mmaction - INFO - Epoch [123][400/627] lr: 3.221e-01, eta: 19:28:47, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.6978, loss: 2.6978 2020-07-02 23:59:32,834 - mmaction - INFO - Epoch [123][420/627] lr: 3.221e-01, eta: 19:28:32, time: 0.857, data_time: 0.001, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0523, loss: 3.0523 2020-07-02 23:59:49,362 - mmaction - INFO - Epoch [123][440/627] lr: 3.221e-01, eta: 19:28:14, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.5969, loss_cls: 2.8554, loss: 2.8554 2020-07-03 00:00:10,743 - mmaction - INFO - Epoch [123][460/627] lr: 3.221e-01, eta: 19:28:15, time: 1.066, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7165, loss: 2.7165 2020-07-03 00:00:27,397 - mmaction - INFO - Epoch [123][480/627] lr: 3.221e-01, eta: 19:27:58, time: 0.835, data_time: 0.009, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6250, loss_cls: 2.6901, loss: 2.6901 2020-07-03 00:00:44,283 - mmaction - INFO - Epoch [123][500/627] lr: 3.221e-01, eta: 19:27:42, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6125, loss_cls: 2.8816, loss: 2.8816 2020-07-03 00:01:01,319 - mmaction - INFO - Epoch [123][520/627] lr: 3.221e-01, eta: 19:27:26, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.7888, loss: 2.7888 2020-07-03 00:01:17,499 - mmaction - INFO - Epoch [123][540/627] lr: 3.221e-01, eta: 19:27:07, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6040, loss: 2.6040 2020-07-03 00:01:34,169 - mmaction - INFO - Epoch [123][560/627] lr: 3.221e-01, eta: 19:26:50, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8538, loss: 2.8538 2020-07-03 00:01:51,151 - mmaction - INFO - Epoch [123][580/627] lr: 3.221e-01, eta: 19:26:34, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6156, loss_cls: 3.0247, loss: 3.0247 2020-07-03 00:02:08,035 - mmaction - INFO - Epoch [123][600/627] lr: 3.221e-01, eta: 19:26:17, time: 0.844, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.6804, loss: 2.6804 2020-07-03 00:02:24,334 - mmaction - INFO - Epoch [123][620/627] lr: 3.221e-01, eta: 19:25:59, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.9215, loss: 2.9215 2020-07-03 00:02:55,092 - mmaction - INFO - Epoch [124][20/627] lr: 3.184e-01, eta: 19:25:47, time: 1.273, data_time: 0.448, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8513, loss: 2.8513 2020-07-03 00:03:11,689 - mmaction - INFO - Epoch [124][40/627] lr: 3.184e-01, eta: 19:25:29, time: 0.831, data_time: 0.004, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9710, loss: 2.9710 2020-07-03 00:03:27,919 - mmaction - INFO - Epoch [124][60/627] lr: 3.184e-01, eta: 19:25:10, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.8386, loss: 2.8386 2020-07-03 00:03:44,591 - mmaction - INFO - Epoch [124][80/627] lr: 3.184e-01, eta: 19:24:53, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9310, loss: 2.9310 2020-07-03 00:04:01,058 - mmaction - INFO - Epoch [124][100/627] lr: 3.184e-01, eta: 19:24:35, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8451, loss: 2.8451 2020-07-03 00:04:17,583 - mmaction - INFO - Epoch [124][120/627] lr: 3.184e-01, eta: 19:24:18, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 2.9916, loss: 2.9916 2020-07-03 00:04:34,423 - mmaction - INFO - Epoch [124][140/627] lr: 3.184e-01, eta: 19:24:01, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.9661, loss: 2.9661 2020-07-03 00:04:50,912 - mmaction - INFO - Epoch [124][160/627] lr: 3.184e-01, eta: 19:23:43, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.6231, loss: 2.6231 2020-07-03 00:05:07,076 - mmaction - INFO - Epoch [124][180/627] lr: 3.184e-01, eta: 19:23:24, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 2.9959, loss: 2.9959 2020-07-03 00:05:24,124 - mmaction - INFO - Epoch [124][200/627] lr: 3.184e-01, eta: 19:23:08, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.8891, loss: 2.8891 2020-07-03 00:05:40,356 - mmaction - INFO - Epoch [124][220/627] lr: 3.184e-01, eta: 19:22:50, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.6596, loss: 2.6596 2020-07-03 00:05:56,511 - mmaction - INFO - Epoch [124][240/627] lr: 3.184e-01, eta: 19:22:31, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9296, loss: 2.9296 2020-07-03 00:06:13,078 - mmaction - INFO - Epoch [124][260/627] lr: 3.184e-01, eta: 19:22:13, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.8443, loss: 2.8443 2020-07-03 00:06:29,333 - mmaction - INFO - Epoch [124][280/627] lr: 3.184e-01, eta: 19:21:54, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8579, loss: 2.8579 2020-07-03 00:06:45,908 - mmaction - INFO - Epoch [124][300/627] lr: 3.184e-01, eta: 19:21:37, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9433, loss: 2.9433 2020-07-03 00:07:02,439 - mmaction - INFO - Epoch [124][320/627] lr: 3.184e-01, eta: 19:21:19, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.7572, loss: 2.7572 2020-07-03 00:07:18,641 - mmaction - INFO - Epoch [124][340/627] lr: 3.184e-01, eta: 19:21:00, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.8533, loss: 2.8533 2020-07-03 00:07:34,952 - mmaction - INFO - Epoch [124][360/627] lr: 3.184e-01, eta: 19:20:41, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9650, loss: 2.9650 2020-07-03 00:07:51,924 - mmaction - INFO - Epoch [124][380/627] lr: 3.184e-01, eta: 19:20:26, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6656, loss_cls: 2.5401, loss: 2.5401 2020-07-03 00:08:08,234 - mmaction - INFO - Epoch [124][400/627] lr: 3.184e-01, eta: 19:20:07, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6562, loss_cls: 2.8122, loss: 2.8122 2020-07-03 00:08:24,974 - mmaction - INFO - Epoch [124][420/627] lr: 3.184e-01, eta: 19:19:50, time: 0.838, data_time: 0.009, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.7140, loss: 2.7140 2020-07-03 00:08:42,161 - mmaction - INFO - Epoch [124][440/627] lr: 3.184e-01, eta: 19:19:35, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.7525, loss: 2.7525 2020-07-03 00:08:58,312 - mmaction - INFO - Epoch [124][460/627] lr: 3.184e-01, eta: 19:19:16, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8450, loss: 2.8450 2020-07-03 00:09:15,488 - mmaction - INFO - Epoch [124][480/627] lr: 3.184e-01, eta: 19:19:00, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6594, loss_cls: 2.5605, loss: 2.5605 2020-07-03 00:09:32,008 - mmaction - INFO - Epoch [124][500/627] lr: 3.184e-01, eta: 19:18:43, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9796, loss: 2.9796 2020-07-03 00:09:48,598 - mmaction - INFO - Epoch [124][520/627] lr: 3.184e-01, eta: 19:18:25, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8613, loss: 2.8613 2020-07-03 00:10:05,494 - mmaction - INFO - Epoch [124][540/627] lr: 3.184e-01, eta: 19:18:09, time: 0.846, data_time: 0.004, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9333, loss: 2.9333 2020-07-03 00:10:22,189 - mmaction - INFO - Epoch [124][560/627] lr: 3.184e-01, eta: 19:17:52, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.6737, loss: 2.6737 2020-07-03 00:10:39,516 - mmaction - INFO - Epoch [124][580/627] lr: 3.184e-01, eta: 19:17:37, time: 0.868, data_time: 0.006, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4491, loss: 2.4491 2020-07-03 00:10:55,766 - mmaction - INFO - Epoch [124][600/627] lr: 3.184e-01, eta: 19:17:18, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8143, loss: 2.8143 2020-07-03 00:11:12,705 - mmaction - INFO - Epoch [124][620/627] lr: 3.184e-01, eta: 19:17:02, time: 0.848, data_time: 0.004, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.7253, loss: 2.7253 2020-07-03 00:11:17,952 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-07-03 00:11:41,820 - mmaction - INFO - Epoch [125][20/627] lr: 3.147e-01, eta: 19:16:32, time: 1.021, data_time: 0.217, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3940, loss: 2.3940 2020-07-03 00:11:58,063 - mmaction - INFO - Epoch [125][40/627] lr: 3.147e-01, eta: 19:16:13, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8835, loss: 2.8835 2020-07-03 00:12:15,202 - mmaction - INFO - Epoch [125][60/627] lr: 3.147e-01, eta: 19:15:57, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 2.9844, loss: 2.9844 2020-07-03 00:12:31,693 - mmaction - INFO - Epoch [125][80/627] lr: 3.147e-01, eta: 19:15:40, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7379, loss: 2.7379 2020-07-03 00:12:48,015 - mmaction - INFO - Epoch [125][100/627] lr: 3.147e-01, eta: 19:15:21, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6062, loss_cls: 2.8495, loss: 2.8495 2020-07-03 00:13:04,289 - mmaction - INFO - Epoch [125][120/627] lr: 3.147e-01, eta: 19:15:03, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.7063, loss: 2.7063 2020-07-03 00:13:20,830 - mmaction - INFO - Epoch [125][140/627] lr: 3.147e-01, eta: 19:14:45, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.7649, loss: 2.7649 2020-07-03 00:13:37,335 - mmaction - INFO - Epoch [125][160/627] lr: 3.147e-01, eta: 19:14:27, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.6671, loss: 2.6671 2020-07-03 00:13:53,586 - mmaction - INFO - Epoch [125][180/627] lr: 3.147e-01, eta: 19:14:09, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6781, loss_cls: 2.7385, loss: 2.7385 2020-07-03 00:14:10,147 - mmaction - INFO - Epoch [125][200/627] lr: 3.147e-01, eta: 19:13:51, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.6623, loss: 2.6623 2020-07-03 00:14:26,310 - mmaction - INFO - Epoch [125][220/627] lr: 3.147e-01, eta: 19:13:32, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6813, loss_cls: 2.6691, loss: 2.6691 2020-07-03 00:14:43,114 - mmaction - INFO - Epoch [125][240/627] lr: 3.147e-01, eta: 19:13:15, time: 0.841, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.8960, loss: 2.8960 2020-07-03 00:14:59,793 - mmaction - INFO - Epoch [125][260/627] lr: 3.147e-01, eta: 19:12:58, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.8046, loss: 2.8046 2020-07-03 00:15:15,968 - mmaction - INFO - Epoch [125][280/627] lr: 3.147e-01, eta: 19:12:39, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6813, loss_cls: 2.5599, loss: 2.5599 2020-07-03 00:15:32,178 - mmaction - INFO - Epoch [125][300/627] lr: 3.147e-01, eta: 19:12:21, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6834, loss: 2.6834 2020-07-03 00:15:48,405 - mmaction - INFO - Epoch [125][320/627] lr: 3.147e-01, eta: 19:12:02, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0860, loss: 3.0860 2020-07-03 00:16:05,016 - mmaction - INFO - Epoch [125][340/627] lr: 3.147e-01, eta: 19:11:45, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6795, loss: 2.6795 2020-07-03 00:16:21,206 - mmaction - INFO - Epoch [125][360/627] lr: 3.147e-01, eta: 19:11:26, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.7875, loss: 2.7875 2020-07-03 00:16:37,786 - mmaction - INFO - Epoch [125][380/627] lr: 3.147e-01, eta: 19:11:08, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7712, loss: 2.7712 2020-07-03 00:16:54,435 - mmaction - INFO - Epoch [125][400/627] lr: 3.147e-01, eta: 19:10:51, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7085, loss: 2.7085 2020-07-03 00:17:11,115 - mmaction - INFO - Epoch [125][420/627] lr: 3.147e-01, eta: 19:10:34, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7437, loss: 2.7437 2020-07-03 00:17:27,370 - mmaction - INFO - Epoch [125][440/627] lr: 3.147e-01, eta: 19:10:15, time: 0.814, data_time: 0.005, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7693, loss: 2.7693 2020-07-03 00:17:44,281 - mmaction - INFO - Epoch [125][460/627] lr: 3.147e-01, eta: 19:09:59, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6594, loss_cls: 2.6719, loss: 2.6719 2020-07-03 00:18:01,389 - mmaction - INFO - Epoch [125][480/627] lr: 3.147e-01, eta: 19:09:44, time: 0.854, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9066, loss: 2.9066 2020-07-03 00:18:17,525 - mmaction - INFO - Epoch [125][500/627] lr: 3.147e-01, eta: 19:09:25, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.7857, loss: 2.7857 2020-07-03 00:18:34,388 - mmaction - INFO - Epoch [125][520/627] lr: 3.147e-01, eta: 19:09:08, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6602, loss: 2.6602 2020-07-03 00:18:50,497 - mmaction - INFO - Epoch [125][540/627] lr: 3.147e-01, eta: 19:08:49, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.8371, loss: 2.8371 2020-07-03 00:19:07,412 - mmaction - INFO - Epoch [125][560/627] lr: 3.147e-01, eta: 19:08:33, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8970, loss: 2.8970 2020-07-03 00:19:24,327 - mmaction - INFO - Epoch [125][580/627] lr: 3.147e-01, eta: 19:08:17, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7883, loss: 2.7883 2020-07-03 00:19:40,399 - mmaction - INFO - Epoch [125][600/627] lr: 3.147e-01, eta: 19:07:57, time: 0.804, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.6786, loss: 2.6786 2020-07-03 00:19:56,667 - mmaction - INFO - Epoch [125][620/627] lr: 3.147e-01, eta: 19:07:39, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6095, loss: 2.6095 2020-07-03 00:20:24,823 - mmaction - INFO - Epoch [126][20/627] lr: 3.110e-01, eta: 19:07:17, time: 1.144, data_time: 0.334, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.6589, loss: 2.6589 2020-07-03 00:20:41,137 - mmaction - INFO - Epoch [126][40/627] lr: 3.110e-01, eta: 19:06:59, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.8437, loss: 2.8437 2020-07-03 00:20:58,126 - mmaction - INFO - Epoch [126][60/627] lr: 3.110e-01, eta: 19:06:43, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7536, loss: 2.7536 2020-07-03 00:21:14,685 - mmaction - INFO - Epoch [126][80/627] lr: 3.110e-01, eta: 19:06:25, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9278, loss: 2.9278 2020-07-03 00:21:31,584 - mmaction - INFO - Epoch [126][100/627] lr: 3.110e-01, eta: 19:06:09, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5525, loss: 2.5525 2020-07-03 00:21:48,197 - mmaction - INFO - Epoch [126][120/627] lr: 3.110e-01, eta: 19:05:52, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6205, loss: 2.6205 2020-07-03 00:22:04,509 - mmaction - INFO - Epoch [126][140/627] lr: 3.110e-01, eta: 19:05:33, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 2.9876, loss: 2.9876 2020-07-03 00:22:21,499 - mmaction - INFO - Epoch [126][160/627] lr: 3.110e-01, eta: 19:05:17, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8862, loss: 2.8862 2020-07-03 00:22:38,081 - mmaction - INFO - Epoch [126][180/627] lr: 3.110e-01, eta: 19:05:00, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.7527, loss: 2.7527 2020-07-03 00:22:54,427 - mmaction - INFO - Epoch [126][200/627] lr: 3.110e-01, eta: 19:04:42, time: 0.816, data_time: 0.001, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.7566, loss: 2.7566 2020-07-03 00:23:10,930 - mmaction - INFO - Epoch [126][220/627] lr: 3.110e-01, eta: 19:04:24, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8656, loss: 2.8656 2020-07-03 00:23:27,079 - mmaction - INFO - Epoch [126][240/627] lr: 3.110e-01, eta: 19:04:05, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.9259, loss: 2.9259 2020-07-03 00:23:44,217 - mmaction - INFO - Epoch [126][260/627] lr: 3.110e-01, eta: 19:03:50, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0453, loss: 3.0453 2020-07-03 00:24:00,713 - mmaction - INFO - Epoch [126][280/627] lr: 3.110e-01, eta: 19:03:32, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6469, loss_cls: 2.7482, loss: 2.7482 2020-07-03 00:24:17,430 - mmaction - INFO - Epoch [126][300/627] lr: 3.110e-01, eta: 19:03:15, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 2.8687, loss: 2.8687 2020-07-03 00:24:33,933 - mmaction - INFO - Epoch [126][320/627] lr: 3.110e-01, eta: 19:02:57, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.6916, loss: 2.6916 2020-07-03 00:24:50,142 - mmaction - INFO - Epoch [126][340/627] lr: 3.110e-01, eta: 19:02:38, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8564, loss: 2.8564 2020-07-03 00:25:06,644 - mmaction - INFO - Epoch [126][360/627] lr: 3.110e-01, eta: 19:02:21, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8197, loss: 2.8197 2020-07-03 00:25:23,761 - mmaction - INFO - Epoch [126][380/627] lr: 3.110e-01, eta: 19:02:05, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7897, loss: 2.7897 2020-07-03 00:25:39,982 - mmaction - INFO - Epoch [126][400/627] lr: 3.110e-01, eta: 19:01:47, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.7910, loss: 2.7910 2020-07-03 00:25:56,215 - mmaction - INFO - Epoch [126][420/627] lr: 3.110e-01, eta: 19:01:28, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7199, loss: 2.7199 2020-07-03 00:26:12,781 - mmaction - INFO - Epoch [126][440/627] lr: 3.110e-01, eta: 19:01:11, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 2.8578, loss: 2.8578 2020-07-03 00:26:29,004 - mmaction - INFO - Epoch [126][460/627] lr: 3.110e-01, eta: 19:00:52, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6186, loss: 2.6186 2020-07-03 00:26:45,718 - mmaction - INFO - Epoch [126][480/627] lr: 3.110e-01, eta: 19:00:35, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.7617, loss: 2.7617 2020-07-03 00:27:02,227 - mmaction - INFO - Epoch [126][500/627] lr: 3.110e-01, eta: 19:00:17, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6957, loss: 2.6957 2020-07-03 00:27:18,968 - mmaction - INFO - Epoch [126][520/627] lr: 3.110e-01, eta: 19:00:01, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.7776, loss: 2.7776 2020-07-03 00:27:35,189 - mmaction - INFO - Epoch [126][540/627] lr: 3.110e-01, eta: 18:59:42, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8233, loss: 2.8233 2020-07-03 00:27:51,418 - mmaction - INFO - Epoch [126][560/627] lr: 3.110e-01, eta: 18:59:23, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7882, loss: 2.7882 2020-07-03 00:28:08,081 - mmaction - INFO - Epoch [126][580/627] lr: 3.110e-01, eta: 18:59:06, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6295, loss: 2.6295 2020-07-03 00:28:24,220 - mmaction - INFO - Epoch [126][600/627] lr: 3.110e-01, eta: 18:58:47, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7351, loss: 2.7351 2020-07-03 00:28:40,376 - mmaction - INFO - Epoch [126][620/627] lr: 3.110e-01, eta: 18:58:29, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7851, loss: 2.7851 2020-07-03 00:29:08,247 - mmaction - INFO - Epoch [127][20/627] lr: 3.074e-01, eta: 18:58:06, time: 1.130, data_time: 0.310, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6656, loss_cls: 2.6606, loss: 2.6606 2020-07-03 00:29:24,396 - mmaction - INFO - Epoch [127][40/627] lr: 3.074e-01, eta: 18:57:47, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8079, loss: 2.8079 2020-07-03 00:29:40,516 - mmaction - INFO - Epoch [127][60/627] lr: 3.074e-01, eta: 18:57:28, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6469, loss_cls: 2.5721, loss: 2.5721 2020-07-03 00:29:57,054 - mmaction - INFO - Epoch [127][80/627] lr: 3.074e-01, eta: 18:57:11, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.8693, loss: 2.8693 2020-07-03 00:30:14,476 - mmaction - INFO - Epoch [127][100/627] lr: 3.074e-01, eta: 18:56:56, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6562, loss_cls: 2.7853, loss: 2.7853 2020-07-03 00:30:30,608 - mmaction - INFO - Epoch [127][120/627] lr: 3.074e-01, eta: 18:56:37, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8179, loss: 2.8179 2020-07-03 00:30:46,875 - mmaction - INFO - Epoch [127][140/627] lr: 3.074e-01, eta: 18:56:19, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.5905, loss: 2.5905 2020-07-03 00:31:04,028 - mmaction - INFO - Epoch [127][160/627] lr: 3.074e-01, eta: 18:56:03, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.7717, loss: 2.7717 2020-07-03 00:31:20,538 - mmaction - INFO - Epoch [127][180/627] lr: 3.074e-01, eta: 18:55:46, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6752, loss: 2.6752 2020-07-03 00:31:37,079 - mmaction - INFO - Epoch [127][200/627] lr: 3.074e-01, eta: 18:55:28, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.8009, loss: 2.8009 2020-07-03 00:31:53,548 - mmaction - INFO - Epoch [127][220/627] lr: 3.074e-01, eta: 18:55:11, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8427, loss: 2.8427 2020-07-03 00:32:10,153 - mmaction - INFO - Epoch [127][240/627] lr: 3.074e-01, eta: 18:54:53, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.5580, loss: 2.5580 2020-07-03 00:32:27,406 - mmaction - INFO - Epoch [127][260/627] lr: 3.074e-01, eta: 18:54:38, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7488, loss: 2.7488 2020-07-03 00:32:44,279 - mmaction - INFO - Epoch [127][280/627] lr: 3.074e-01, eta: 18:54:22, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6438, loss_cls: 2.8075, loss: 2.8075 2020-07-03 00:33:00,438 - mmaction - INFO - Epoch [127][300/627] lr: 3.074e-01, eta: 18:54:03, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.8348, loss: 2.8348 2020-07-03 00:33:17,067 - mmaction - INFO - Epoch [127][320/627] lr: 3.074e-01, eta: 18:53:46, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5533, loss: 2.5533 2020-07-03 00:33:33,329 - mmaction - INFO - Epoch [127][340/627] lr: 3.074e-01, eta: 18:53:27, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8404, loss: 2.8404 2020-07-03 00:33:49,934 - mmaction - INFO - Epoch [127][360/627] lr: 3.074e-01, eta: 18:53:10, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.8769, loss: 2.8769 2020-07-03 00:34:06,396 - mmaction - INFO - Epoch [127][380/627] lr: 3.074e-01, eta: 18:52:52, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8372, loss: 2.8372 2020-07-03 00:34:22,679 - mmaction - INFO - Epoch [127][400/627] lr: 3.074e-01, eta: 18:52:34, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8838, loss: 2.8838 2020-07-03 00:34:38,816 - mmaction - INFO - Epoch [127][420/627] lr: 3.074e-01, eta: 18:52:15, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.7794, loss: 2.7794 2020-07-03 00:34:55,449 - mmaction - INFO - Epoch [127][440/627] lr: 3.074e-01, eta: 18:51:58, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7287, loss: 2.7287 2020-07-03 00:35:12,488 - mmaction - INFO - Epoch [127][460/627] lr: 3.074e-01, eta: 18:51:42, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6625, loss_cls: 2.8145, loss: 2.8145 2020-07-03 00:35:29,651 - mmaction - INFO - Epoch [127][480/627] lr: 3.074e-01, eta: 18:51:27, time: 0.857, data_time: 0.001, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.7372, loss: 2.7372 2020-07-03 00:35:45,839 - mmaction - INFO - Epoch [127][500/627] lr: 3.074e-01, eta: 18:51:08, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8629, loss: 2.8629 2020-07-03 00:36:02,791 - mmaction - INFO - Epoch [127][520/627] lr: 3.074e-01, eta: 18:50:52, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8720, loss: 2.8720 2020-07-03 00:36:19,408 - mmaction - INFO - Epoch [127][540/627] lr: 3.074e-01, eta: 18:50:35, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7932, loss: 2.7932 2020-07-03 00:36:35,634 - mmaction - INFO - Epoch [127][560/627] lr: 3.074e-01, eta: 18:50:16, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.8047, loss: 2.8047 2020-07-03 00:36:52,701 - mmaction - INFO - Epoch [127][580/627] lr: 3.074e-01, eta: 18:50:01, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.8401, loss: 2.8401 2020-07-03 00:37:08,891 - mmaction - INFO - Epoch [127][600/627] lr: 3.074e-01, eta: 18:49:42, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0451, loss: 3.0451 2020-07-03 00:37:25,570 - mmaction - INFO - Epoch [127][620/627] lr: 3.074e-01, eta: 18:49:25, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7478, loss: 2.7478 2020-07-03 00:37:53,288 - mmaction - INFO - Epoch [128][20/627] lr: 3.037e-01, eta: 18:49:02, time: 1.121, data_time: 0.308, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.9727, loss: 2.9727 2020-07-03 00:38:10,219 - mmaction - INFO - Epoch [128][40/627] lr: 3.037e-01, eta: 18:48:46, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.3438, top5_acc: 0.6594, loss_cls: 2.8352, loss: 2.8352 2020-07-03 00:38:27,131 - mmaction - INFO - Epoch [128][60/627] lr: 3.037e-01, eta: 18:48:30, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.7826, loss: 2.7826 2020-07-03 00:38:43,256 - mmaction - INFO - Epoch [128][80/627] lr: 3.037e-01, eta: 18:48:11, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.6326, loss: 2.6326 2020-07-03 00:38:59,922 - mmaction - INFO - Epoch [128][100/627] lr: 3.037e-01, eta: 18:47:54, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 2.9543, loss: 2.9543 2020-07-03 00:39:16,442 - mmaction - INFO - Epoch [128][120/627] lr: 3.037e-01, eta: 18:47:36, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8660, loss: 2.8660 2020-07-03 00:39:32,626 - mmaction - INFO - Epoch [128][140/627] lr: 3.037e-01, eta: 18:47:17, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 2.9138, loss: 2.9138 2020-07-03 00:39:49,165 - mmaction - INFO - Epoch [128][160/627] lr: 3.037e-01, eta: 18:47:00, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.6912, loss: 2.6912 2020-07-03 00:40:05,352 - mmaction - INFO - Epoch [128][180/627] lr: 3.037e-01, eta: 18:46:41, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8339, loss: 2.8339 2020-07-03 00:40:21,528 - mmaction - INFO - Epoch [128][200/627] lr: 3.037e-01, eta: 18:46:23, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.6312, loss: 2.6312 2020-07-03 00:40:37,879 - mmaction - INFO - Epoch [128][220/627] lr: 3.037e-01, eta: 18:46:05, time: 0.819, data_time: 0.004, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.9307, loss: 2.9307 2020-07-03 00:40:54,152 - mmaction - INFO - Epoch [128][240/627] lr: 3.037e-01, eta: 18:45:46, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6625, loss_cls: 2.7298, loss: 2.7298 2020-07-03 00:41:10,314 - mmaction - INFO - Epoch [128][260/627] lr: 3.037e-01, eta: 18:45:28, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7581, loss: 2.7581 2020-07-03 00:41:26,679 - mmaction - INFO - Epoch [128][280/627] lr: 3.037e-01, eta: 18:45:10, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4084, loss: 2.4084 2020-07-03 00:41:42,818 - mmaction - INFO - Epoch [128][300/627] lr: 3.037e-01, eta: 18:44:51, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.5819, loss: 2.5819 2020-07-03 00:41:59,670 - mmaction - INFO - Epoch [128][320/627] lr: 3.037e-01, eta: 18:44:34, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.7570, loss: 2.7570 2020-07-03 00:42:16,239 - mmaction - INFO - Epoch [128][340/627] lr: 3.037e-01, eta: 18:44:17, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7779, loss: 2.7779 2020-07-03 00:42:32,494 - mmaction - INFO - Epoch [128][360/627] lr: 3.037e-01, eta: 18:43:59, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.7727, loss: 2.7727 2020-07-03 00:42:48,968 - mmaction - INFO - Epoch [128][380/627] lr: 3.037e-01, eta: 18:43:41, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0234, loss: 3.0234 2020-07-03 00:43:05,165 - mmaction - INFO - Epoch [128][400/627] lr: 3.037e-01, eta: 18:43:23, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0438, loss: 3.0438 2020-07-03 00:43:21,815 - mmaction - INFO - Epoch [128][420/627] lr: 3.037e-01, eta: 18:43:05, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.6995, loss: 2.6995 2020-07-03 00:43:38,087 - mmaction - INFO - Epoch [128][440/627] lr: 3.037e-01, eta: 18:42:47, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8767, loss: 2.8767 2020-07-03 00:43:54,696 - mmaction - INFO - Epoch [128][460/627] lr: 3.037e-01, eta: 18:42:30, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.8529, loss: 2.8529 2020-07-03 00:44:11,099 - mmaction - INFO - Epoch [128][480/627] lr: 3.037e-01, eta: 18:42:12, time: 0.821, data_time: 0.004, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.6358, loss: 2.6358 2020-07-03 00:44:27,354 - mmaction - INFO - Epoch [128][500/627] lr: 3.037e-01, eta: 18:41:54, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.5436, loss: 2.5436 2020-07-03 00:44:43,529 - mmaction - INFO - Epoch [128][520/627] lr: 3.037e-01, eta: 18:41:35, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.9037, loss: 2.9037 2020-07-03 00:45:00,050 - mmaction - INFO - Epoch [128][540/627] lr: 3.037e-01, eta: 18:41:18, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.6895, loss: 2.6895 2020-07-03 00:45:16,765 - mmaction - INFO - Epoch [128][560/627] lr: 3.037e-01, eta: 18:41:01, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7096, loss: 2.7096 2020-07-03 00:45:32,939 - mmaction - INFO - Epoch [128][580/627] lr: 3.037e-01, eta: 18:40:42, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7113, loss: 2.7113 2020-07-03 00:45:49,501 - mmaction - INFO - Epoch [128][600/627] lr: 3.037e-01, eta: 18:40:25, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9468, loss: 2.9468 2020-07-03 00:46:06,606 - mmaction - INFO - Epoch [128][620/627] lr: 3.037e-01, eta: 18:40:09, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.7857, loss: 2.7857 2020-07-03 00:46:11,819 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-03 00:46:34,622 - mmaction - INFO - Epoch [129][20/627] lr: 3.000e-01, eta: 18:39:44, time: 1.089, data_time: 0.282, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.7213, loss: 2.7213 2020-07-03 00:46:50,906 - mmaction - INFO - Epoch [129][40/627] lr: 3.000e-01, eta: 18:39:26, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.8046, loss: 2.8046 2020-07-03 00:47:07,058 - mmaction - INFO - Epoch [129][60/627] lr: 3.000e-01, eta: 18:39:07, time: 0.811, data_time: 0.005, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6781, loss_cls: 2.7268, loss: 2.7268 2020-07-03 00:47:24,003 - mmaction - INFO - Epoch [129][80/627] lr: 3.000e-01, eta: 18:38:51, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6028, loss: 2.6028 2020-07-03 00:47:40,189 - mmaction - INFO - Epoch [129][100/627] lr: 3.000e-01, eta: 18:38:33, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5753, loss: 2.5753 2020-07-03 00:47:56,755 - mmaction - INFO - Epoch [129][120/627] lr: 3.000e-01, eta: 18:38:15, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6135, loss: 2.6135 2020-07-03 00:48:13,922 - mmaction - INFO - Epoch [129][140/627] lr: 3.000e-01, eta: 18:38:00, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8790, loss: 2.8790 2020-07-03 00:48:30,568 - mmaction - INFO - Epoch [129][160/627] lr: 3.000e-01, eta: 18:37:43, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 2.8635, loss: 2.8635 2020-07-03 00:48:47,233 - mmaction - INFO - Epoch [129][180/627] lr: 3.000e-01, eta: 18:37:26, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6449, loss: 2.6449 2020-07-03 00:49:03,988 - mmaction - INFO - Epoch [129][200/627] lr: 3.000e-01, eta: 18:37:09, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8231, loss: 2.8231 2020-07-03 00:49:20,937 - mmaction - INFO - Epoch [129][220/627] lr: 3.000e-01, eta: 18:36:53, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 2.9176, loss: 2.9176 2020-07-03 00:49:37,886 - mmaction - INFO - Epoch [129][240/627] lr: 3.000e-01, eta: 18:36:37, time: 0.849, data_time: 0.006, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6729, loss: 2.6729 2020-07-03 00:49:54,309 - mmaction - INFO - Epoch [129][260/627] lr: 3.000e-01, eta: 18:36:19, time: 0.821, data_time: 0.005, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.6657, loss: 2.6657 2020-07-03 00:50:10,730 - mmaction - INFO - Epoch [129][280/627] lr: 3.000e-01, eta: 18:36:01, time: 0.820, data_time: 0.004, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6375, loss_cls: 2.7515, loss: 2.7515 2020-07-03 00:50:27,297 - mmaction - INFO - Epoch [129][300/627] lr: 3.000e-01, eta: 18:35:44, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.6866, loss: 2.6866 2020-07-03 00:50:43,454 - mmaction - INFO - Epoch [129][320/627] lr: 3.000e-01, eta: 18:35:25, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.7054, loss: 2.7054 2020-07-03 00:50:59,990 - mmaction - INFO - Epoch [129][340/627] lr: 3.000e-01, eta: 18:35:08, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6562, loss_cls: 2.6946, loss: 2.6946 2020-07-03 00:51:16,172 - mmaction - INFO - Epoch [129][360/627] lr: 3.000e-01, eta: 18:34:49, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.7306, loss: 2.7306 2020-07-03 00:51:32,810 - mmaction - INFO - Epoch [129][380/627] lr: 3.000e-01, eta: 18:34:32, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6438, loss_cls: 2.7100, loss: 2.7100 2020-07-03 00:51:49,101 - mmaction - INFO - Epoch [129][400/627] lr: 3.000e-01, eta: 18:34:14, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9584, loss: 2.9584 2020-07-03 00:52:05,652 - mmaction - INFO - Epoch [129][420/627] lr: 3.000e-01, eta: 18:33:57, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6156, loss_cls: 2.8038, loss: 2.8038 2020-07-03 00:52:22,208 - mmaction - INFO - Epoch [129][440/627] lr: 3.000e-01, eta: 18:33:40, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6000, loss_cls: 2.9380, loss: 2.9380 2020-07-03 00:52:38,668 - mmaction - INFO - Epoch [129][460/627] lr: 3.000e-01, eta: 18:33:22, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.4673, loss: 2.4673 2020-07-03 00:52:55,159 - mmaction - INFO - Epoch [129][480/627] lr: 3.000e-01, eta: 18:33:04, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8592, loss: 2.8592 2020-07-03 00:53:11,335 - mmaction - INFO - Epoch [129][500/627] lr: 3.000e-01, eta: 18:32:46, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6899, loss: 2.6899 2020-07-03 00:53:27,557 - mmaction - INFO - Epoch [129][520/627] lr: 3.000e-01, eta: 18:32:28, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7851, loss: 2.7851 2020-07-03 00:53:44,121 - mmaction - INFO - Epoch [129][540/627] lr: 3.000e-01, eta: 18:32:10, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6719, loss_cls: 2.6349, loss: 2.6349 2020-07-03 00:54:00,432 - mmaction - INFO - Epoch [129][560/627] lr: 3.000e-01, eta: 18:31:52, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5719, loss_cls: 2.9180, loss: 2.9180 2020-07-03 00:54:16,948 - mmaction - INFO - Epoch [129][580/627] lr: 3.000e-01, eta: 18:31:35, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.7526, loss: 2.7526 2020-07-03 00:54:33,207 - mmaction - INFO - Epoch [129][600/627] lr: 3.000e-01, eta: 18:31:16, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6503, loss: 2.6503 2020-07-03 00:54:49,351 - mmaction - INFO - Epoch [129][620/627] lr: 3.000e-01, eta: 18:30:58, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6406, loss_cls: 2.7147, loss: 2.7147 2020-07-03 00:55:16,929 - mmaction - INFO - Epoch [130][20/627] lr: 2.963e-01, eta: 18:30:34, time: 1.111, data_time: 0.293, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.6753, loss: 2.6753 2020-07-03 00:55:34,238 - mmaction - INFO - Epoch [130][40/627] lr: 2.963e-01, eta: 18:30:19, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8538, loss: 2.8538 2020-07-03 00:55:50,875 - mmaction - INFO - Epoch [130][60/627] lr: 2.963e-01, eta: 18:30:02, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7144, loss: 2.7144 2020-07-03 00:56:07,438 - mmaction - INFO - Epoch [130][80/627] lr: 2.963e-01, eta: 18:29:45, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6219, loss_cls: 2.8524, loss: 2.8524 2020-07-03 00:56:24,275 - mmaction - INFO - Epoch [130][100/627] lr: 2.963e-01, eta: 18:29:28, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7317, loss: 2.7317 2020-07-03 00:56:40,848 - mmaction - INFO - Epoch [130][120/627] lr: 2.963e-01, eta: 18:29:11, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6506, loss: 2.6506 2020-07-03 00:56:57,444 - mmaction - INFO - Epoch [130][140/627] lr: 2.963e-01, eta: 18:28:54, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6344, loss_cls: 2.7906, loss: 2.7906 2020-07-03 00:57:14,586 - mmaction - INFO - Epoch [130][160/627] lr: 2.963e-01, eta: 18:28:38, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7173, loss: 2.7173 2020-07-03 00:57:30,717 - mmaction - INFO - Epoch [130][180/627] lr: 2.963e-01, eta: 18:28:20, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8022, loss: 2.8022 2020-07-03 00:57:47,616 - mmaction - INFO - Epoch [130][200/627] lr: 2.963e-01, eta: 18:28:03, time: 0.843, data_time: 0.001, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.7040, loss: 2.7040 2020-07-03 00:58:03,769 - mmaction - INFO - Epoch [130][220/627] lr: 2.963e-01, eta: 18:27:45, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8675, loss: 2.8675 2020-07-03 00:58:20,277 - mmaction - INFO - Epoch [130][240/627] lr: 2.963e-01, eta: 18:27:27, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.6595, loss: 2.6595 2020-07-03 00:58:36,830 - mmaction - INFO - Epoch [130][260/627] lr: 2.963e-01, eta: 18:27:10, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6219, loss_cls: 2.6926, loss: 2.6926 2020-07-03 00:58:53,307 - mmaction - INFO - Epoch [130][280/627] lr: 2.963e-01, eta: 18:26:53, time: 0.821, data_time: 0.002, memory: 11097, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 2.8182, loss: 2.8182 2020-07-03 00:59:09,794 - mmaction - INFO - Epoch [130][300/627] lr: 2.963e-01, eta: 18:26:35, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6125, loss_cls: 2.8358, loss: 2.8358 2020-07-03 00:59:27,041 - mmaction - INFO - Epoch [130][320/627] lr: 2.963e-01, eta: 18:26:20, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6813, loss_cls: 2.7077, loss: 2.7077 2020-07-03 00:59:43,310 - mmaction - INFO - Epoch [130][340/627] lr: 2.963e-01, eta: 18:26:02, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6469, loss_cls: 2.8120, loss: 2.8120 2020-07-03 00:59:59,876 - mmaction - INFO - Epoch [130][360/627] lr: 2.963e-01, eta: 18:25:44, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6219, loss_cls: 2.7110, loss: 2.7110 2020-07-03 01:00:20,778 - mmaction - INFO - Epoch [130][380/627] lr: 2.963e-01, eta: 18:25:40, time: 1.041, data_time: 0.004, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.8669, loss: 2.8669 2020-07-03 01:00:37,438 - mmaction - INFO - Epoch [130][400/627] lr: 2.963e-01, eta: 18:25:23, time: 0.837, data_time: 0.011, memory: 11097, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.8883, loss: 2.8883 2020-07-03 01:00:53,757 - mmaction - INFO - Epoch [130][420/627] lr: 2.963e-01, eta: 18:25:05, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9420, loss: 2.9420 2020-07-03 01:01:10,199 - mmaction - INFO - Epoch [130][440/627] lr: 2.963e-01, eta: 18:24:48, time: 0.821, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6531, loss_cls: 2.5841, loss: 2.5841 2020-07-03 01:01:26,410 - mmaction - INFO - Epoch [130][460/627] lr: 2.963e-01, eta: 18:24:29, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6504, loss: 2.6504 2020-07-03 01:01:42,978 - mmaction - INFO - Epoch [130][480/627] lr: 2.963e-01, eta: 18:24:12, time: 0.832, data_time: 0.005, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.8114, loss: 2.8114 2020-07-03 01:01:59,915 - mmaction - INFO - Epoch [130][500/627] lr: 2.963e-01, eta: 18:23:56, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.8977, loss: 2.8977 2020-07-03 01:02:16,241 - mmaction - INFO - Epoch [130][520/627] lr: 2.963e-01, eta: 18:23:38, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.7249, loss: 2.7249 2020-07-03 01:02:32,817 - mmaction - INFO - Epoch [130][540/627] lr: 2.963e-01, eta: 18:23:21, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8455, loss: 2.8455 2020-07-03 01:02:49,509 - mmaction - INFO - Epoch [130][560/627] lr: 2.963e-01, eta: 18:23:04, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6750, loss_cls: 2.6842, loss: 2.6842 2020-07-03 01:03:05,779 - mmaction - INFO - Epoch [130][580/627] lr: 2.963e-01, eta: 18:22:46, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7291, loss: 2.7291 2020-07-03 01:03:21,968 - mmaction - INFO - Epoch [130][600/627] lr: 2.963e-01, eta: 18:22:27, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 2.9718, loss: 2.9718 2020-07-03 01:03:38,118 - mmaction - INFO - Epoch [130][620/627] lr: 2.963e-01, eta: 18:22:09, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7831, loss: 2.7831 2020-07-03 01:04:08,370 - mmaction - INFO - Epoch [131][20/627] lr: 2.926e-01, eta: 18:21:53, time: 1.249, data_time: 0.432, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5472, loss: 2.5472 2020-07-03 01:04:24,852 - mmaction - INFO - Epoch [131][40/627] lr: 2.926e-01, eta: 18:21:36, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.5875, loss_cls: 2.9580, loss: 2.9580 2020-07-03 01:04:41,815 - mmaction - INFO - Epoch [131][60/627] lr: 2.926e-01, eta: 18:21:20, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.8994, loss: 2.8994 2020-07-03 01:04:58,034 - mmaction - INFO - Epoch [131][80/627] lr: 2.926e-01, eta: 18:21:01, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8160, loss: 2.8160 2020-07-03 01:05:14,488 - mmaction - INFO - Epoch [131][100/627] lr: 2.926e-01, eta: 18:20:44, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9610, loss: 2.9610 2020-07-03 01:05:31,318 - mmaction - INFO - Epoch [131][120/627] lr: 2.926e-01, eta: 18:20:27, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8977, loss: 2.8977 2020-07-03 01:05:47,966 - mmaction - INFO - Epoch [131][140/627] lr: 2.926e-01, eta: 18:20:10, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5155, loss: 2.5155 2020-07-03 01:06:04,873 - mmaction - INFO - Epoch [131][160/627] lr: 2.926e-01, eta: 18:19:54, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.6808, loss: 2.6808 2020-07-03 01:06:21,125 - mmaction - INFO - Epoch [131][180/627] lr: 2.926e-01, eta: 18:19:36, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.5841, loss: 2.5841 2020-07-03 01:06:37,341 - mmaction - INFO - Epoch [131][200/627] lr: 2.926e-01, eta: 18:19:18, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.7013, loss: 2.7013 2020-07-03 01:06:53,509 - mmaction - INFO - Epoch [131][220/627] lr: 2.926e-01, eta: 18:18:59, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8194, loss: 2.8194 2020-07-03 01:07:10,420 - mmaction - INFO - Epoch [131][240/627] lr: 2.926e-01, eta: 18:18:43, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.8875, loss: 2.8875 2020-07-03 01:07:26,591 - mmaction - INFO - Epoch [131][260/627] lr: 2.926e-01, eta: 18:18:24, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6781, loss_cls: 2.8375, loss: 2.8375 2020-07-03 01:07:43,459 - mmaction - INFO - Epoch [131][280/627] lr: 2.926e-01, eta: 18:18:08, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8625, loss: 2.8625 2020-07-03 01:08:00,040 - mmaction - INFO - Epoch [131][300/627] lr: 2.926e-01, eta: 18:17:51, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.9158, loss: 2.9158 2020-07-03 01:08:16,332 - mmaction - INFO - Epoch [131][320/627] lr: 2.926e-01, eta: 18:17:33, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9477, loss: 2.9477 2020-07-03 01:08:33,233 - mmaction - INFO - Epoch [131][340/627] lr: 2.926e-01, eta: 18:17:17, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.9294, loss: 2.9294 2020-07-03 01:08:49,459 - mmaction - INFO - Epoch [131][360/627] lr: 2.926e-01, eta: 18:16:58, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.9086, loss: 2.9086 2020-07-03 01:09:05,663 - mmaction - INFO - Epoch [131][380/627] lr: 2.926e-01, eta: 18:16:40, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.6664, loss: 2.6664 2020-07-03 01:09:21,867 - mmaction - INFO - Epoch [131][400/627] lr: 2.926e-01, eta: 18:16:22, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.6172, loss: 2.6172 2020-07-03 01:09:38,409 - mmaction - INFO - Epoch [131][420/627] lr: 2.926e-01, eta: 18:16:04, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5673, loss: 2.5673 2020-07-03 01:09:54,924 - mmaction - INFO - Epoch [131][440/627] lr: 2.926e-01, eta: 18:15:47, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6844, loss_cls: 2.7431, loss: 2.7431 2020-07-03 01:10:11,589 - mmaction - INFO - Epoch [131][460/627] lr: 2.926e-01, eta: 18:15:30, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.7962, loss: 2.7962 2020-07-03 01:10:28,250 - mmaction - INFO - Epoch [131][480/627] lr: 2.926e-01, eta: 18:15:13, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.6705, loss: 2.6705 2020-07-03 01:10:44,478 - mmaction - INFO - Epoch [131][500/627] lr: 2.926e-01, eta: 18:14:55, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7415, loss: 2.7415 2020-07-03 01:11:01,024 - mmaction - INFO - Epoch [131][520/627] lr: 2.926e-01, eta: 18:14:38, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.5817, loss: 2.5817 2020-07-03 01:11:17,612 - mmaction - INFO - Epoch [131][540/627] lr: 2.926e-01, eta: 18:14:20, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.8560, loss: 2.8560 2020-07-03 01:11:33,850 - mmaction - INFO - Epoch [131][560/627] lr: 2.926e-01, eta: 18:14:02, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.7010, loss: 2.7010 2020-07-03 01:11:50,026 - mmaction - INFO - Epoch [131][580/627] lr: 2.926e-01, eta: 18:13:44, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6031, loss_cls: 2.9469, loss: 2.9469 2020-07-03 01:12:06,261 - mmaction - INFO - Epoch [131][600/627] lr: 2.926e-01, eta: 18:13:26, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.6555, loss: 2.6555 2020-07-03 01:12:22,791 - mmaction - INFO - Epoch [131][620/627] lr: 2.926e-01, eta: 18:13:08, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8361, loss: 2.8361 2020-07-03 01:12:50,795 - mmaction - INFO - Epoch [132][20/627] lr: 2.890e-01, eta: 18:12:46, time: 1.138, data_time: 0.299, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7873, loss: 2.7873 2020-07-03 01:13:06,935 - mmaction - INFO - Epoch [132][40/627] lr: 2.890e-01, eta: 18:12:28, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6488, loss: 2.6488 2020-07-03 01:13:23,068 - mmaction - INFO - Epoch [132][60/627] lr: 2.890e-01, eta: 18:12:09, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.8118, loss: 2.8118 2020-07-03 01:13:40,351 - mmaction - INFO - Epoch [132][80/627] lr: 2.890e-01, eta: 18:11:54, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.6355, loss: 2.6355 2020-07-03 01:13:56,538 - mmaction - INFO - Epoch [132][100/627] lr: 2.890e-01, eta: 18:11:36, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.6402, loss: 2.6402 2020-07-03 01:14:13,090 - mmaction - INFO - Epoch [132][120/627] lr: 2.890e-01, eta: 18:11:18, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6219, loss_cls: 2.7523, loss: 2.7523 2020-07-03 01:14:29,728 - mmaction - INFO - Epoch [132][140/627] lr: 2.890e-01, eta: 18:11:01, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.6387, loss: 2.6387 2020-07-03 01:14:45,868 - mmaction - INFO - Epoch [132][160/627] lr: 2.890e-01, eta: 18:10:43, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6749, loss: 2.6749 2020-07-03 01:15:02,425 - mmaction - INFO - Epoch [132][180/627] lr: 2.890e-01, eta: 18:10:26, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.8930, loss: 2.8930 2020-07-03 01:15:18,636 - mmaction - INFO - Epoch [132][200/627] lr: 2.890e-01, eta: 18:10:08, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.8745, loss: 2.8745 2020-07-03 01:15:35,157 - mmaction - INFO - Epoch [132][220/627] lr: 2.890e-01, eta: 18:09:50, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9851, loss: 2.9851 2020-07-03 01:15:51,763 - mmaction - INFO - Epoch [132][240/627] lr: 2.890e-01, eta: 18:09:33, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.7219, loss: 2.7219 2020-07-03 01:16:08,288 - mmaction - INFO - Epoch [132][260/627] lr: 2.890e-01, eta: 18:09:16, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6382, loss: 2.6382 2020-07-03 01:16:24,873 - mmaction - INFO - Epoch [132][280/627] lr: 2.890e-01, eta: 18:08:59, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.9432, loss: 2.9432 2020-07-03 01:16:41,551 - mmaction - INFO - Epoch [132][300/627] lr: 2.890e-01, eta: 18:08:42, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6438, loss_cls: 2.7144, loss: 2.7144 2020-07-03 01:16:57,698 - mmaction - INFO - Epoch [132][320/627] lr: 2.890e-01, eta: 18:08:23, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.7068, loss: 2.7068 2020-07-03 01:17:14,447 - mmaction - INFO - Epoch [132][340/627] lr: 2.890e-01, eta: 18:08:07, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.8108, loss: 2.8108 2020-07-03 01:17:30,935 - mmaction - INFO - Epoch [132][360/627] lr: 2.890e-01, eta: 18:07:49, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8674, loss: 2.8674 2020-07-03 01:17:47,649 - mmaction - INFO - Epoch [132][380/627] lr: 2.890e-01, eta: 18:07:32, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.7385, loss: 2.7385 2020-07-03 01:18:04,196 - mmaction - INFO - Epoch [132][400/627] lr: 2.890e-01, eta: 18:07:15, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8518, loss: 2.8518 2020-07-03 01:18:20,752 - mmaction - INFO - Epoch [132][420/627] lr: 2.890e-01, eta: 18:06:58, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7480, loss: 2.7480 2020-07-03 01:18:37,304 - mmaction - INFO - Epoch [132][440/627] lr: 2.890e-01, eta: 18:06:41, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.6548, loss: 2.6548 2020-07-03 01:18:53,513 - mmaction - INFO - Epoch [132][460/627] lr: 2.890e-01, eta: 18:06:22, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.7668, loss: 2.7668 2020-07-03 01:19:09,682 - mmaction - INFO - Epoch [132][480/627] lr: 2.890e-01, eta: 18:06:04, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6870, loss: 2.6870 2020-07-03 01:19:26,617 - mmaction - INFO - Epoch [132][500/627] lr: 2.890e-01, eta: 18:05:48, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.8351, loss: 2.8351 2020-07-03 01:19:43,485 - mmaction - INFO - Epoch [132][520/627] lr: 2.890e-01, eta: 18:05:32, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6281, loss_cls: 2.7144, loss: 2.7144 2020-07-03 01:20:00,440 - mmaction - INFO - Epoch [132][540/627] lr: 2.890e-01, eta: 18:05:15, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6000, loss_cls: 2.9842, loss: 2.9842 2020-07-03 01:20:16,652 - mmaction - INFO - Epoch [132][560/627] lr: 2.890e-01, eta: 18:04:57, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7961, loss: 2.7961 2020-07-03 01:20:33,200 - mmaction - INFO - Epoch [132][580/627] lr: 2.890e-01, eta: 18:04:40, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.8153, loss: 2.8153 2020-07-03 01:20:49,505 - mmaction - INFO - Epoch [132][600/627] lr: 2.890e-01, eta: 18:04:22, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7106, loss: 2.7106 2020-07-03 01:21:05,618 - mmaction - INFO - Epoch [132][620/627] lr: 2.890e-01, eta: 18:04:04, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4824, loss: 2.4824 2020-07-03 01:21:10,851 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-07-03 01:21:33,285 - mmaction - INFO - Epoch [133][20/627] lr: 2.853e-01, eta: 18:03:36, time: 1.041, data_time: 0.231, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.6195, loss: 2.6195 2020-07-03 01:21:49,491 - mmaction - INFO - Epoch [133][40/627] lr: 2.853e-01, eta: 18:03:18, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.6033, loss: 2.6033 2020-07-03 01:22:06,388 - mmaction - INFO - Epoch [133][60/627] lr: 2.853e-01, eta: 18:03:02, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.6384, loss: 2.6384 2020-07-03 01:22:22,755 - mmaction - INFO - Epoch [133][80/627] lr: 2.853e-01, eta: 18:02:44, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.5941, loss: 2.5941 2020-07-03 01:22:39,143 - mmaction - INFO - Epoch [133][100/627] lr: 2.853e-01, eta: 18:02:26, time: 0.820, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.7159, loss: 2.7159 2020-07-03 01:22:55,964 - mmaction - INFO - Epoch [133][120/627] lr: 2.853e-01, eta: 18:02:10, time: 0.840, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6219, loss_cls: 2.7122, loss: 2.7122 2020-07-03 01:23:12,487 - mmaction - INFO - Epoch [133][140/627] lr: 2.853e-01, eta: 18:01:52, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6719, loss_cls: 2.7649, loss: 2.7649 2020-07-03 01:23:29,035 - mmaction - INFO - Epoch [133][160/627] lr: 2.853e-01, eta: 18:01:35, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 2.8446, loss: 2.8446 2020-07-03 01:23:45,568 - mmaction - INFO - Epoch [133][180/627] lr: 2.853e-01, eta: 18:01:18, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.8895, loss: 2.8895 2020-07-03 01:24:01,691 - mmaction - INFO - Epoch [133][200/627] lr: 2.853e-01, eta: 18:01:00, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.5916, loss: 2.5916 2020-07-03 01:24:18,407 - mmaction - INFO - Epoch [133][220/627] lr: 2.853e-01, eta: 18:00:43, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.0288, loss: 3.0288 2020-07-03 01:24:34,587 - mmaction - INFO - Epoch [133][240/627] lr: 2.853e-01, eta: 18:00:24, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7484, loss: 2.7484 2020-07-03 01:24:51,552 - mmaction - INFO - Epoch [133][260/627] lr: 2.853e-01, eta: 18:00:08, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6732, loss: 2.6732 2020-07-03 01:25:07,772 - mmaction - INFO - Epoch [133][280/627] lr: 2.853e-01, eta: 17:59:50, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6469, loss_cls: 2.5658, loss: 2.5658 2020-07-03 01:25:24,103 - mmaction - INFO - Epoch [133][300/627] lr: 2.853e-01, eta: 17:59:32, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9939, loss: 2.9939 2020-07-03 01:25:40,311 - mmaction - INFO - Epoch [133][320/627] lr: 2.853e-01, eta: 17:59:14, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9081, loss: 2.9081 2020-07-03 01:25:56,553 - mmaction - INFO - Epoch [133][340/627] lr: 2.853e-01, eta: 17:58:56, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6406, loss_cls: 2.7651, loss: 2.7651 2020-07-03 01:26:12,676 - mmaction - INFO - Epoch [133][360/627] lr: 2.853e-01, eta: 17:58:38, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.6275, loss: 2.6275 2020-07-03 01:26:28,875 - mmaction - INFO - Epoch [133][380/627] lr: 2.853e-01, eta: 17:58:20, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6344, loss_cls: 2.6688, loss: 2.6688 2020-07-03 01:26:45,129 - mmaction - INFO - Epoch [133][400/627] lr: 2.853e-01, eta: 17:58:02, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8239, loss: 2.8239 2020-07-03 01:27:01,671 - mmaction - INFO - Epoch [133][420/627] lr: 2.853e-01, eta: 17:57:44, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.8542, loss: 2.8542 2020-07-03 01:27:18,544 - mmaction - INFO - Epoch [133][440/627] lr: 2.853e-01, eta: 17:57:28, time: 0.845, data_time: 0.004, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7073, loss: 2.7073 2020-07-03 01:27:34,757 - mmaction - INFO - Epoch [133][460/627] lr: 2.853e-01, eta: 17:57:10, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6445, loss: 2.6445 2020-07-03 01:27:51,260 - mmaction - INFO - Epoch [133][480/627] lr: 2.853e-01, eta: 17:56:53, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8874, loss: 2.8874 2020-07-03 01:28:07,822 - mmaction - INFO - Epoch [133][500/627] lr: 2.853e-01, eta: 17:56:35, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6750, loss_cls: 2.6581, loss: 2.6581 2020-07-03 01:28:24,587 - mmaction - INFO - Epoch [133][520/627] lr: 2.853e-01, eta: 17:56:19, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.8730, loss: 2.8730 2020-07-03 01:28:40,752 - mmaction - INFO - Epoch [133][540/627] lr: 2.853e-01, eta: 17:56:01, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.5717, loss: 2.5717 2020-07-03 01:28:57,495 - mmaction - INFO - Epoch [133][560/627] lr: 2.853e-01, eta: 17:55:44, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6844, loss_cls: 2.6566, loss: 2.6566 2020-07-03 01:29:13,688 - mmaction - INFO - Epoch [133][580/627] lr: 2.853e-01, eta: 17:55:26, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8086, loss: 2.8086 2020-07-03 01:29:29,905 - mmaction - INFO - Epoch [133][600/627] lr: 2.853e-01, eta: 17:55:08, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3916, loss: 2.3916 2020-07-03 01:29:46,435 - mmaction - INFO - Epoch [133][620/627] lr: 2.853e-01, eta: 17:54:50, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.5797, loss: 2.5797 2020-07-03 01:30:14,270 - mmaction - INFO - Epoch [134][20/627] lr: 2.816e-01, eta: 17:54:28, time: 1.129, data_time: 0.294, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.6369, loss: 2.6369 2020-07-03 01:30:30,877 - mmaction - INFO - Epoch [134][40/627] lr: 2.816e-01, eta: 17:54:11, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8466, loss: 2.8466 2020-07-03 01:30:47,408 - mmaction - INFO - Epoch [134][60/627] lr: 2.816e-01, eta: 17:53:54, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7497, loss: 2.7497 2020-07-03 01:31:04,084 - mmaction - INFO - Epoch [134][80/627] lr: 2.816e-01, eta: 17:53:37, time: 0.834, data_time: 0.004, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.6368, loss: 2.6368 2020-07-03 01:31:20,657 - mmaction - INFO - Epoch [134][100/627] lr: 2.816e-01, eta: 17:53:20, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.6891, loss: 2.6891 2020-07-03 01:31:36,975 - mmaction - INFO - Epoch [134][120/627] lr: 2.816e-01, eta: 17:53:02, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.5932, loss: 2.5932 2020-07-03 01:31:53,142 - mmaction - INFO - Epoch [134][140/627] lr: 2.816e-01, eta: 17:52:44, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7367, loss: 2.7367 2020-07-03 01:32:09,589 - mmaction - INFO - Epoch [134][160/627] lr: 2.816e-01, eta: 17:52:26, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4758, loss: 2.4758 2020-07-03 01:32:26,313 - mmaction - INFO - Epoch [134][180/627] lr: 2.816e-01, eta: 17:52:09, time: 0.836, data_time: 0.004, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6344, loss_cls: 2.7433, loss: 2.7433 2020-07-03 01:32:42,459 - mmaction - INFO - Epoch [134][200/627] lr: 2.816e-01, eta: 17:51:51, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6828, loss: 2.6828 2020-07-03 01:32:58,970 - mmaction - INFO - Epoch [134][220/627] lr: 2.816e-01, eta: 17:51:34, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.8517, loss: 2.8517 2020-07-03 01:33:15,776 - mmaction - INFO - Epoch [134][240/627] lr: 2.816e-01, eta: 17:51:17, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.5938, loss: 2.5938 2020-07-03 01:33:31,958 - mmaction - INFO - Epoch [134][260/627] lr: 2.816e-01, eta: 17:50:59, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.7841, loss: 2.7841 2020-07-03 01:33:48,182 - mmaction - INFO - Epoch [134][280/627] lr: 2.816e-01, eta: 17:50:41, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6590, loss: 2.6590 2020-07-03 01:34:04,753 - mmaction - INFO - Epoch [134][300/627] lr: 2.816e-01, eta: 17:50:24, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6937, loss: 2.6937 2020-07-03 01:34:21,422 - mmaction - INFO - Epoch [134][320/627] lr: 2.816e-01, eta: 17:50:07, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.7135, loss: 2.7135 2020-07-03 01:34:38,312 - mmaction - INFO - Epoch [134][340/627] lr: 2.816e-01, eta: 17:49:51, time: 0.846, data_time: 0.004, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4575, loss: 2.4575 2020-07-03 01:34:54,423 - mmaction - INFO - Epoch [134][360/627] lr: 2.816e-01, eta: 17:49:32, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.8816, loss: 2.8816 2020-07-03 01:35:10,695 - mmaction - INFO - Epoch [134][380/627] lr: 2.816e-01, eta: 17:49:14, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.5799, loss: 2.5799 2020-07-03 01:35:27,243 - mmaction - INFO - Epoch [134][400/627] lr: 2.816e-01, eta: 17:48:57, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6937, loss: 2.6937 2020-07-03 01:35:44,586 - mmaction - INFO - Epoch [134][420/627] lr: 2.816e-01, eta: 17:48:42, time: 0.868, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6031, loss_cls: 2.8201, loss: 2.8201 2020-07-03 01:36:01,406 - mmaction - INFO - Epoch [134][440/627] lr: 2.816e-01, eta: 17:48:26, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.6584, loss: 2.6584 2020-07-03 01:36:17,626 - mmaction - INFO - Epoch [134][460/627] lr: 2.816e-01, eta: 17:48:08, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.6971, loss: 2.6971 2020-07-03 01:36:33,930 - mmaction - INFO - Epoch [134][480/627] lr: 2.816e-01, eta: 17:47:50, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.9034, loss: 2.9034 2020-07-03 01:36:50,252 - mmaction - INFO - Epoch [134][500/627] lr: 2.816e-01, eta: 17:47:32, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.8077, loss: 2.8077 2020-07-03 01:37:06,751 - mmaction - INFO - Epoch [134][520/627] lr: 2.816e-01, eta: 17:47:15, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.5563, loss: 2.5563 2020-07-03 01:37:22,932 - mmaction - INFO - Epoch [134][540/627] lr: 2.816e-01, eta: 17:46:57, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7824, loss: 2.7824 2020-07-03 01:37:39,814 - mmaction - INFO - Epoch [134][560/627] lr: 2.816e-01, eta: 17:46:40, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6467, loss: 2.6467 2020-07-03 01:37:56,002 - mmaction - INFO - Epoch [134][580/627] lr: 2.816e-01, eta: 17:46:22, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7386, loss: 2.7386 2020-07-03 01:38:12,182 - mmaction - INFO - Epoch [134][600/627] lr: 2.816e-01, eta: 17:46:04, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.5805, loss: 2.5805 2020-07-03 01:38:28,819 - mmaction - INFO - Epoch [134][620/627] lr: 2.816e-01, eta: 17:45:47, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7711, loss: 2.7711 2020-07-03 01:38:56,844 - mmaction - INFO - Epoch [135][20/627] lr: 2.779e-01, eta: 17:45:25, time: 1.133, data_time: 0.326, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8145, loss: 2.8145 2020-07-03 01:39:13,043 - mmaction - INFO - Epoch [135][40/627] lr: 2.779e-01, eta: 17:45:07, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6203, loss: 2.6203 2020-07-03 01:39:29,214 - mmaction - INFO - Epoch [135][60/627] lr: 2.779e-01, eta: 17:44:49, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.6141, loss: 2.6141 2020-07-03 01:39:45,785 - mmaction - INFO - Epoch [135][80/627] lr: 2.779e-01, eta: 17:44:32, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6532, loss: 2.6532 2020-07-03 01:40:02,538 - mmaction - INFO - Epoch [135][100/627] lr: 2.779e-01, eta: 17:44:15, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6133, loss: 2.6133 2020-07-03 01:40:19,130 - mmaction - INFO - Epoch [135][120/627] lr: 2.779e-01, eta: 17:43:58, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5570, loss: 2.5570 2020-07-03 01:40:35,315 - mmaction - INFO - Epoch [135][140/627] lr: 2.779e-01, eta: 17:43:40, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6151, loss: 2.6151 2020-07-03 01:40:51,820 - mmaction - INFO - Epoch [135][160/627] lr: 2.779e-01, eta: 17:43:22, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5860, loss: 2.5860 2020-07-03 01:41:08,207 - mmaction - INFO - Epoch [135][180/627] lr: 2.779e-01, eta: 17:43:05, time: 0.821, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.7349, loss: 2.7349 2020-07-03 01:41:24,804 - mmaction - INFO - Epoch [135][200/627] lr: 2.779e-01, eta: 17:42:48, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6494, loss: 2.6494 2020-07-03 01:41:40,954 - mmaction - INFO - Epoch [135][220/627] lr: 2.779e-01, eta: 17:42:30, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6562, loss_cls: 2.6382, loss: 2.6382 2020-07-03 01:41:57,680 - mmaction - INFO - Epoch [135][240/627] lr: 2.779e-01, eta: 17:42:13, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7432, loss: 2.7432 2020-07-03 01:42:14,635 - mmaction - INFO - Epoch [135][260/627] lr: 2.779e-01, eta: 17:41:57, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4819, loss: 2.4819 2020-07-03 01:42:30,776 - mmaction - INFO - Epoch [135][280/627] lr: 2.779e-01, eta: 17:41:39, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.6007, loss: 2.6007 2020-07-03 01:42:47,312 - mmaction - INFO - Epoch [135][300/627] lr: 2.779e-01, eta: 17:41:21, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.8104, loss: 2.8104 2020-07-03 01:43:03,891 - mmaction - INFO - Epoch [135][320/627] lr: 2.779e-01, eta: 17:41:04, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6687, loss_cls: 2.6231, loss: 2.6231 2020-07-03 01:43:20,090 - mmaction - INFO - Epoch [135][340/627] lr: 2.779e-01, eta: 17:40:46, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.7860, loss: 2.7860 2020-07-03 01:43:36,584 - mmaction - INFO - Epoch [135][360/627] lr: 2.779e-01, eta: 17:40:29, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.6110, loss: 2.6110 2020-07-03 01:43:52,768 - mmaction - INFO - Epoch [135][380/627] lr: 2.779e-01, eta: 17:40:11, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6031, loss_cls: 2.8234, loss: 2.8234 2020-07-03 01:44:09,429 - mmaction - INFO - Epoch [135][400/627] lr: 2.779e-01, eta: 17:39:54, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6312, loss_cls: 2.6875, loss: 2.6875 2020-07-03 01:44:25,639 - mmaction - INFO - Epoch [135][420/627] lr: 2.779e-01, eta: 17:39:36, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.7105, loss: 2.7105 2020-07-03 01:44:41,779 - mmaction - INFO - Epoch [135][440/627] lr: 2.779e-01, eta: 17:39:18, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 2.9349, loss: 2.9349 2020-07-03 01:44:58,026 - mmaction - INFO - Epoch [135][460/627] lr: 2.779e-01, eta: 17:39:00, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.8810, loss: 2.8810 2020-07-03 01:45:14,264 - mmaction - INFO - Epoch [135][480/627] lr: 2.779e-01, eta: 17:38:42, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8718, loss: 2.8718 2020-07-03 01:45:30,445 - mmaction - INFO - Epoch [135][500/627] lr: 2.779e-01, eta: 17:38:24, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.7010, loss: 2.7010 2020-07-03 01:45:46,942 - mmaction - INFO - Epoch [135][520/627] lr: 2.779e-01, eta: 17:38:07, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.7675, loss: 2.7675 2020-07-03 01:46:03,212 - mmaction - INFO - Epoch [135][540/627] lr: 2.779e-01, eta: 17:37:49, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6906, loss_cls: 2.6054, loss: 2.6054 2020-07-03 01:46:19,730 - mmaction - INFO - Epoch [135][560/627] lr: 2.779e-01, eta: 17:37:31, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.7087, loss: 2.7087 2020-07-03 01:46:35,963 - mmaction - INFO - Epoch [135][580/627] lr: 2.779e-01, eta: 17:37:14, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8658, loss: 2.8658 2020-07-03 01:46:52,226 - mmaction - INFO - Epoch [135][600/627] lr: 2.779e-01, eta: 17:36:56, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7325, loss: 2.7325 2020-07-03 01:47:08,470 - mmaction - INFO - Epoch [135][620/627] lr: 2.779e-01, eta: 17:36:38, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5471, loss: 2.5471 2020-07-03 01:47:36,323 - mmaction - INFO - Epoch [136][20/627] lr: 2.743e-01, eta: 17:36:15, time: 1.124, data_time: 0.301, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.4028, loss: 2.4028 2020-07-03 01:47:52,956 - mmaction - INFO - Epoch [136][40/627] lr: 2.743e-01, eta: 17:35:58, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.5195, loss: 2.5195 2020-07-03 01:48:09,158 - mmaction - INFO - Epoch [136][60/627] lr: 2.743e-01, eta: 17:35:40, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.5977, loss: 2.5977 2020-07-03 01:48:25,387 - mmaction - INFO - Epoch [136][80/627] lr: 2.743e-01, eta: 17:35:22, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.7022, loss: 2.7022 2020-07-03 01:48:41,568 - mmaction - INFO - Epoch [136][100/627] lr: 2.743e-01, eta: 17:35:04, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6656, loss_cls: 2.7060, loss: 2.7060 2020-07-03 01:48:57,716 - mmaction - INFO - Epoch [136][120/627] lr: 2.743e-01, eta: 17:34:46, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.7252, loss: 2.7252 2020-07-03 01:49:13,922 - mmaction - INFO - Epoch [136][140/627] lr: 2.743e-01, eta: 17:34:28, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.5715, loss: 2.5715 2020-07-03 01:49:30,087 - mmaction - INFO - Epoch [136][160/627] lr: 2.743e-01, eta: 17:34:10, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.5768, loss: 2.5768 2020-07-03 01:49:46,320 - mmaction - INFO - Epoch [136][180/627] lr: 2.743e-01, eta: 17:33:52, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.5290, loss: 2.5290 2020-07-03 01:50:02,768 - mmaction - INFO - Epoch [136][200/627] lr: 2.743e-01, eta: 17:33:35, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6281, loss_cls: 2.6971, loss: 2.6971 2020-07-03 01:50:19,394 - mmaction - INFO - Epoch [136][220/627] lr: 2.743e-01, eta: 17:33:18, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7257, loss: 2.7257 2020-07-03 01:50:36,304 - mmaction - INFO - Epoch [136][240/627] lr: 2.743e-01, eta: 17:33:01, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7528, loss: 2.7528 2020-07-03 01:50:52,487 - mmaction - INFO - Epoch [136][260/627] lr: 2.743e-01, eta: 17:32:43, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7793, loss: 2.7793 2020-07-03 01:51:08,660 - mmaction - INFO - Epoch [136][280/627] lr: 2.743e-01, eta: 17:32:25, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6455, loss: 2.6455 2020-07-03 01:51:25,178 - mmaction - INFO - Epoch [136][300/627] lr: 2.743e-01, eta: 17:32:08, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6852, loss: 2.6852 2020-07-03 01:51:41,430 - mmaction - INFO - Epoch [136][320/627] lr: 2.743e-01, eta: 17:31:50, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.7698, loss: 2.7698 2020-07-03 01:51:57,992 - mmaction - INFO - Epoch [136][340/627] lr: 2.743e-01, eta: 17:31:33, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7602, loss: 2.7602 2020-07-03 01:52:14,757 - mmaction - INFO - Epoch [136][360/627] lr: 2.743e-01, eta: 17:31:17, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8208, loss: 2.8208 2020-07-03 01:52:31,016 - mmaction - INFO - Epoch [136][380/627] lr: 2.743e-01, eta: 17:30:59, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7020, loss: 2.7020 2020-07-03 01:52:47,221 - mmaction - INFO - Epoch [136][400/627] lr: 2.743e-01, eta: 17:30:41, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.8246, loss: 2.8246 2020-07-03 01:53:03,738 - mmaction - INFO - Epoch [136][420/627] lr: 2.743e-01, eta: 17:30:24, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7963, loss: 2.7963 2020-07-03 01:53:19,998 - mmaction - INFO - Epoch [136][440/627] lr: 2.743e-01, eta: 17:30:06, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.5398, loss: 2.5398 2020-07-03 01:53:36,180 - mmaction - INFO - Epoch [136][460/627] lr: 2.743e-01, eta: 17:29:48, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7154, loss: 2.7154 2020-07-03 01:53:52,847 - mmaction - INFO - Epoch [136][480/627] lr: 2.743e-01, eta: 17:29:31, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5480, loss: 2.5480 2020-07-03 01:54:09,481 - mmaction - INFO - Epoch [136][500/627] lr: 2.743e-01, eta: 17:29:14, time: 0.833, data_time: 0.005, memory: 11097, top1_acc: 0.3812, top5_acc: 0.5969, loss_cls: 2.8033, loss: 2.8033 2020-07-03 01:54:25,723 - mmaction - INFO - Epoch [136][520/627] lr: 2.743e-01, eta: 17:28:56, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.7301, loss: 2.7301 2020-07-03 01:54:41,833 - mmaction - INFO - Epoch [136][540/627] lr: 2.743e-01, eta: 17:28:38, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.7786, loss: 2.7786 2020-07-03 01:54:58,739 - mmaction - INFO - Epoch [136][560/627] lr: 2.743e-01, eta: 17:28:22, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8320, loss: 2.8320 2020-07-03 01:55:14,946 - mmaction - INFO - Epoch [136][580/627] lr: 2.743e-01, eta: 17:28:04, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6736, loss: 2.6736 2020-07-03 01:55:31,123 - mmaction - INFO - Epoch [136][600/627] lr: 2.743e-01, eta: 17:27:46, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6125, loss_cls: 2.8527, loss: 2.8527 2020-07-03 01:55:47,319 - mmaction - INFO - Epoch [136][620/627] lr: 2.743e-01, eta: 17:27:28, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6214, loss: 2.6214 2020-07-03 01:55:52,578 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-07-03 01:56:14,991 - mmaction - INFO - Epoch [137][20/627] lr: 2.706e-01, eta: 17:27:02, time: 1.058, data_time: 0.240, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6500, loss_cls: 2.5628, loss: 2.5628 2020-07-03 01:56:31,548 - mmaction - INFO - Epoch [137][40/627] lr: 2.706e-01, eta: 17:26:45, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6594, loss_cls: 2.6061, loss: 2.6061 2020-07-03 01:56:47,948 - mmaction - INFO - Epoch [137][60/627] lr: 2.706e-01, eta: 17:26:27, time: 0.820, data_time: 0.008, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.3310, loss: 2.3310 2020-07-03 01:57:04,947 - mmaction - INFO - Epoch [137][80/627] lr: 2.706e-01, eta: 17:26:11, time: 0.851, data_time: 0.005, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.6953, loss: 2.6953 2020-07-03 01:57:21,818 - mmaction - INFO - Epoch [137][100/627] lr: 2.706e-01, eta: 17:25:55, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6531, loss_cls: 2.6919, loss: 2.6919 2020-07-03 01:57:37,989 - mmaction - INFO - Epoch [137][120/627] lr: 2.706e-01, eta: 17:25:37, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5038, loss: 2.5038 2020-07-03 01:57:54,222 - mmaction - INFO - Epoch [137][140/627] lr: 2.706e-01, eta: 17:25:19, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9742, loss: 2.9742 2020-07-03 01:58:10,781 - mmaction - INFO - Epoch [137][160/627] lr: 2.706e-01, eta: 17:25:02, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6219, loss_cls: 2.6565, loss: 2.6565 2020-07-03 01:58:26,939 - mmaction - INFO - Epoch [137][180/627] lr: 2.706e-01, eta: 17:24:44, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.6404, loss: 2.6404 2020-07-03 01:58:43,462 - mmaction - INFO - Epoch [137][200/627] lr: 2.706e-01, eta: 17:24:27, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6698, loss: 2.6698 2020-07-03 01:59:00,063 - mmaction - INFO - Epoch [137][220/627] lr: 2.706e-01, eta: 17:24:10, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5489, loss: 2.5489 2020-07-03 01:59:16,783 - mmaction - INFO - Epoch [137][240/627] lr: 2.706e-01, eta: 17:23:53, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.6114, loss: 2.6114 2020-07-03 01:59:32,896 - mmaction - INFO - Epoch [137][260/627] lr: 2.706e-01, eta: 17:23:35, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8081, loss: 2.8081 2020-07-03 01:59:49,494 - mmaction - INFO - Epoch [137][280/627] lr: 2.706e-01, eta: 17:23:18, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5609, loss: 2.5609 2020-07-03 02:00:12,992 - mmaction - INFO - Epoch [137][300/627] lr: 2.706e-01, eta: 17:23:18, time: 1.169, data_time: 0.003, memory: 11097, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 2.9426, loss: 2.9426 2020-07-03 02:00:29,531 - mmaction - INFO - Epoch [137][320/627] lr: 2.706e-01, eta: 17:23:01, time: 0.832, data_time: 0.012, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5597, loss: 2.5597 2020-07-03 02:00:45,722 - mmaction - INFO - Epoch [137][340/627] lr: 2.706e-01, eta: 17:22:43, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.8730, loss: 2.8730 2020-07-03 02:01:01,983 - mmaction - INFO - Epoch [137][360/627] lr: 2.706e-01, eta: 17:22:25, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6125, loss_cls: 2.7446, loss: 2.7446 2020-07-03 02:01:18,255 - mmaction - INFO - Epoch [137][380/627] lr: 2.706e-01, eta: 17:22:08, time: 0.814, data_time: 0.004, memory: 11097, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9412, loss: 2.9412 2020-07-03 02:01:34,443 - mmaction - INFO - Epoch [137][400/627] lr: 2.706e-01, eta: 17:21:50, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.8052, loss: 2.8052 2020-07-03 02:01:50,940 - mmaction - INFO - Epoch [137][420/627] lr: 2.706e-01, eta: 17:21:32, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.7604, loss: 2.7604 2020-07-03 02:02:07,512 - mmaction - INFO - Epoch [137][440/627] lr: 2.706e-01, eta: 17:21:15, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.7046, loss: 2.7046 2020-07-03 02:02:23,819 - mmaction - INFO - Epoch [137][460/627] lr: 2.706e-01, eta: 17:20:58, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8271, loss: 2.8271 2020-07-03 02:02:40,517 - mmaction - INFO - Epoch [137][480/627] lr: 2.706e-01, eta: 17:20:41, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6438, loss_cls: 2.5965, loss: 2.5965 2020-07-03 02:02:56,769 - mmaction - INFO - Epoch [137][500/627] lr: 2.706e-01, eta: 17:20:23, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 3.0333, loss: 3.0333 2020-07-03 02:03:13,334 - mmaction - INFO - Epoch [137][520/627] lr: 2.706e-01, eta: 17:20:06, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.6847, loss: 2.6847 2020-07-03 02:03:29,895 - mmaction - INFO - Epoch [137][540/627] lr: 2.706e-01, eta: 17:19:49, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.7554, loss: 2.7554 2020-07-03 02:03:47,282 - mmaction - INFO - Epoch [137][560/627] lr: 2.706e-01, eta: 17:19:34, time: 0.870, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.6116, loss: 2.6116 2020-07-03 02:04:03,620 - mmaction - INFO - Epoch [137][580/627] lr: 2.706e-01, eta: 17:19:16, time: 0.816, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.5991, loss: 2.5991 2020-07-03 02:04:19,740 - mmaction - INFO - Epoch [137][600/627] lr: 2.706e-01, eta: 17:18:58, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4364, loss: 2.4364 2020-07-03 02:04:36,610 - mmaction - INFO - Epoch [137][620/627] lr: 2.706e-01, eta: 17:18:42, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.6931, loss: 2.6931 2020-07-03 02:05:08,223 - mmaction - INFO - Epoch [138][20/627] lr: 2.669e-01, eta: 17:18:29, time: 1.315, data_time: 0.471, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6434, loss: 2.6434 2020-07-03 02:05:24,469 - mmaction - INFO - Epoch [138][40/627] lr: 2.669e-01, eta: 17:18:11, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7236, loss: 2.7236 2020-07-03 02:05:41,026 - mmaction - INFO - Epoch [138][60/627] lr: 2.669e-01, eta: 17:17:54, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6691, loss: 2.6691 2020-07-03 02:05:57,208 - mmaction - INFO - Epoch [138][80/627] lr: 2.669e-01, eta: 17:17:36, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.7191, loss: 2.7191 2020-07-03 02:06:13,384 - mmaction - INFO - Epoch [138][100/627] lr: 2.669e-01, eta: 17:17:18, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6959, loss: 2.6959 2020-07-03 02:06:29,507 - mmaction - INFO - Epoch [138][120/627] lr: 2.669e-01, eta: 17:17:00, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.9347, loss: 2.9347 2020-07-03 02:06:46,038 - mmaction - INFO - Epoch [138][140/627] lr: 2.669e-01, eta: 17:16:43, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5841, loss: 2.5841 2020-07-03 02:07:02,622 - mmaction - INFO - Epoch [138][160/627] lr: 2.669e-01, eta: 17:16:25, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.5744, loss: 2.5744 2020-07-03 02:07:18,890 - mmaction - INFO - Epoch [138][180/627] lr: 2.669e-01, eta: 17:16:08, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7988, loss: 2.7988 2020-07-03 02:07:35,468 - mmaction - INFO - Epoch [138][200/627] lr: 2.669e-01, eta: 17:15:51, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7349, loss: 2.7349 2020-07-03 02:07:51,728 - mmaction - INFO - Epoch [138][220/627] lr: 2.669e-01, eta: 17:15:33, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5632, loss: 2.5632 2020-07-03 02:08:08,582 - mmaction - INFO - Epoch [138][240/627] lr: 2.669e-01, eta: 17:15:17, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6384, loss: 2.6384 2020-07-03 02:08:24,831 - mmaction - INFO - Epoch [138][260/627] lr: 2.669e-01, eta: 17:14:59, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.6641, loss: 2.6641 2020-07-03 02:08:41,375 - mmaction - INFO - Epoch [138][280/627] lr: 2.669e-01, eta: 17:14:42, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.9068, loss: 2.9068 2020-07-03 02:08:57,992 - mmaction - INFO - Epoch [138][300/627] lr: 2.669e-01, eta: 17:14:25, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8084, loss: 2.8084 2020-07-03 02:09:14,188 - mmaction - INFO - Epoch [138][320/627] lr: 2.669e-01, eta: 17:14:07, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8980, loss: 2.8980 2020-07-03 02:09:30,762 - mmaction - INFO - Epoch [138][340/627] lr: 2.669e-01, eta: 17:13:50, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6468, loss: 2.6468 2020-07-03 02:09:47,055 - mmaction - INFO - Epoch [138][360/627] lr: 2.669e-01, eta: 17:13:32, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.8691, loss: 2.8691 2020-07-03 02:10:03,631 - mmaction - INFO - Epoch [138][380/627] lr: 2.669e-01, eta: 17:13:15, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.7651, loss: 2.7651 2020-07-03 02:10:20,903 - mmaction - INFO - Epoch [138][400/627] lr: 2.669e-01, eta: 17:13:00, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.7866, loss: 2.7866 2020-07-03 02:10:37,127 - mmaction - INFO - Epoch [138][420/627] lr: 2.669e-01, eta: 17:12:42, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6531, loss_cls: 2.8521, loss: 2.8521 2020-07-03 02:10:53,375 - mmaction - INFO - Epoch [138][440/627] lr: 2.669e-01, eta: 17:12:24, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8677, loss: 2.8677 2020-07-03 02:11:09,894 - mmaction - INFO - Epoch [138][460/627] lr: 2.669e-01, eta: 17:12:07, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7024, loss: 2.7024 2020-07-03 02:11:26,059 - mmaction - INFO - Epoch [138][480/627] lr: 2.669e-01, eta: 17:11:49, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8104, loss: 2.8104 2020-07-03 02:11:42,312 - mmaction - INFO - Epoch [138][500/627] lr: 2.669e-01, eta: 17:11:31, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.5969, loss_cls: 2.8091, loss: 2.8091 2020-07-03 02:11:58,787 - mmaction - INFO - Epoch [138][520/627] lr: 2.669e-01, eta: 17:11:14, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6469, loss_cls: 2.4967, loss: 2.4967 2020-07-03 02:12:15,336 - mmaction - INFO - Epoch [138][540/627] lr: 2.669e-01, eta: 17:10:57, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.7037, loss: 2.7037 2020-07-03 02:12:31,518 - mmaction - INFO - Epoch [138][560/627] lr: 2.669e-01, eta: 17:10:39, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.6808, loss: 2.6808 2020-07-03 02:12:48,507 - mmaction - INFO - Epoch [138][580/627] lr: 2.669e-01, eta: 17:10:23, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8303, loss: 2.8303 2020-07-03 02:13:04,754 - mmaction - INFO - Epoch [138][600/627] lr: 2.669e-01, eta: 17:10:05, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6375, loss_cls: 2.7393, loss: 2.7393 2020-07-03 02:13:21,582 - mmaction - INFO - Epoch [138][620/627] lr: 2.669e-01, eta: 17:09:49, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.6605, loss: 2.6605 2020-07-03 02:13:49,417 - mmaction - INFO - Epoch [139][20/627] lr: 2.633e-01, eta: 17:09:26, time: 1.125, data_time: 0.304, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7992, loss: 2.7992 2020-07-03 02:14:05,562 - mmaction - INFO - Epoch [139][40/627] lr: 2.633e-01, eta: 17:09:08, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6531, loss_cls: 2.6116, loss: 2.6116 2020-07-03 02:14:21,780 - mmaction - INFO - Epoch [139][60/627] lr: 2.633e-01, eta: 17:08:50, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7495, loss: 2.7495 2020-07-03 02:14:38,013 - mmaction - INFO - Epoch [139][80/627] lr: 2.633e-01, eta: 17:08:33, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6705, loss: 2.6705 2020-07-03 02:14:54,341 - mmaction - INFO - Epoch [139][100/627] lr: 2.633e-01, eta: 17:08:15, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.4354, loss: 2.4354 2020-07-03 02:15:10,862 - mmaction - INFO - Epoch [139][120/627] lr: 2.633e-01, eta: 17:07:58, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.6440, loss: 2.6440 2020-07-03 02:15:27,144 - mmaction - INFO - Epoch [139][140/627] lr: 2.633e-01, eta: 17:07:40, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7077, loss: 2.7077 2020-07-03 02:15:43,355 - mmaction - INFO - Epoch [139][160/627] lr: 2.633e-01, eta: 17:07:22, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7188, loss_cls: 2.4411, loss: 2.4411 2020-07-03 02:15:59,891 - mmaction - INFO - Epoch [139][180/627] lr: 2.633e-01, eta: 17:07:05, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.5971, loss: 2.5971 2020-07-03 02:16:16,126 - mmaction - INFO - Epoch [139][200/627] lr: 2.633e-01, eta: 17:06:47, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6781, loss_cls: 2.6405, loss: 2.6405 2020-07-03 02:16:33,463 - mmaction - INFO - Epoch [139][220/627] lr: 2.633e-01, eta: 17:06:32, time: 0.867, data_time: 0.001, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.8688, loss: 2.8688 2020-07-03 02:16:50,057 - mmaction - INFO - Epoch [139][240/627] lr: 2.633e-01, eta: 17:06:15, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.7162, loss: 2.7162 2020-07-03 02:17:06,248 - mmaction - INFO - Epoch [139][260/627] lr: 2.633e-01, eta: 17:05:57, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.7471, loss: 2.7471 2020-07-03 02:17:22,877 - mmaction - INFO - Epoch [139][280/627] lr: 2.633e-01, eta: 17:05:41, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6344, loss_cls: 2.5887, loss: 2.5887 2020-07-03 02:17:39,081 - mmaction - INFO - Epoch [139][300/627] lr: 2.633e-01, eta: 17:05:23, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6541, loss: 2.6541 2020-07-03 02:17:55,621 - mmaction - INFO - Epoch [139][320/627] lr: 2.633e-01, eta: 17:05:06, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8487, loss: 2.8487 2020-07-03 02:18:12,128 - mmaction - INFO - Epoch [139][340/627] lr: 2.633e-01, eta: 17:04:49, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.6587, loss: 2.6587 2020-07-03 02:18:28,332 - mmaction - INFO - Epoch [139][360/627] lr: 2.633e-01, eta: 17:04:31, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6044, loss: 2.6044 2020-07-03 02:18:44,926 - mmaction - INFO - Epoch [139][380/627] lr: 2.633e-01, eta: 17:04:14, time: 0.831, data_time: 0.004, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7406, loss_cls: 2.3786, loss: 2.3786 2020-07-03 02:19:01,526 - mmaction - INFO - Epoch [139][400/627] lr: 2.633e-01, eta: 17:03:57, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6719, loss_cls: 2.5147, loss: 2.5147 2020-07-03 02:19:18,092 - mmaction - INFO - Epoch [139][420/627] lr: 2.633e-01, eta: 17:03:40, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5344, loss: 2.5344 2020-07-03 02:19:34,352 - mmaction - INFO - Epoch [139][440/627] lr: 2.633e-01, eta: 17:03:22, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.7149, loss: 2.7149 2020-07-03 02:19:50,959 - mmaction - INFO - Epoch [139][460/627] lr: 2.633e-01, eta: 17:03:05, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.3794, loss: 2.3794 2020-07-03 02:20:07,233 - mmaction - INFO - Epoch [139][480/627] lr: 2.633e-01, eta: 17:02:47, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.7168, loss: 2.7168 2020-07-03 02:20:23,447 - mmaction - INFO - Epoch [139][500/627] lr: 2.633e-01, eta: 17:02:30, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6312, loss_cls: 2.7759, loss: 2.7759 2020-07-03 02:20:39,710 - mmaction - INFO - Epoch [139][520/627] lr: 2.633e-01, eta: 17:02:12, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9278, loss: 2.9278 2020-07-03 02:20:56,397 - mmaction - INFO - Epoch [139][540/627] lr: 2.633e-01, eta: 17:01:55, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.5963, loss: 2.5963 2020-07-03 02:21:12,670 - mmaction - INFO - Epoch [139][560/627] lr: 2.633e-01, eta: 17:01:38, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6131, loss: 2.6131 2020-07-03 02:21:29,346 - mmaction - INFO - Epoch [139][580/627] lr: 2.633e-01, eta: 17:01:21, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6762, loss: 2.6762 2020-07-03 02:21:45,551 - mmaction - INFO - Epoch [139][600/627] lr: 2.633e-01, eta: 17:01:03, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7029, loss: 2.7029 2020-07-03 02:22:01,679 - mmaction - INFO - Epoch [139][620/627] lr: 2.633e-01, eta: 17:00:45, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5896, loss: 2.5896 2020-07-03 02:22:29,674 - mmaction - INFO - Epoch [140][20/627] lr: 2.596e-01, eta: 17:00:23, time: 1.136, data_time: 0.306, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7586, loss: 2.7586 2020-07-03 02:22:46,246 - mmaction - INFO - Epoch [140][40/627] lr: 2.596e-01, eta: 17:00:06, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6344, loss_cls: 2.6977, loss: 2.6977 2020-07-03 02:23:02,767 - mmaction - INFO - Epoch [140][60/627] lr: 2.596e-01, eta: 16:59:49, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6334, loss: 2.6334 2020-07-03 02:23:19,379 - mmaction - INFO - Epoch [140][80/627] lr: 2.596e-01, eta: 16:59:32, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 2.9311, loss: 2.9311 2020-07-03 02:23:36,528 - mmaction - INFO - Epoch [140][100/627] lr: 2.596e-01, eta: 16:59:16, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4299, loss: 2.4299 2020-07-03 02:23:53,120 - mmaction - INFO - Epoch [140][120/627] lr: 2.596e-01, eta: 16:58:59, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7270, loss: 2.7270 2020-07-03 02:24:09,460 - mmaction - INFO - Epoch [140][140/627] lr: 2.596e-01, eta: 16:58:42, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5484, loss: 2.5484 2020-07-03 02:24:25,686 - mmaction - INFO - Epoch [140][160/627] lr: 2.596e-01, eta: 16:58:24, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6594, loss_cls: 2.7247, loss: 2.7247 2020-07-03 02:24:42,028 - mmaction - INFO - Epoch [140][180/627] lr: 2.596e-01, eta: 16:58:07, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5123, loss: 2.5123 2020-07-03 02:24:58,790 - mmaction - INFO - Epoch [140][200/627] lr: 2.596e-01, eta: 16:57:50, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4894, loss: 2.4894 2020-07-03 02:25:15,412 - mmaction - INFO - Epoch [140][220/627] lr: 2.596e-01, eta: 16:57:33, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8441, loss: 2.8441 2020-07-03 02:25:32,360 - mmaction - INFO - Epoch [140][240/627] lr: 2.596e-01, eta: 16:57:17, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.6067, loss: 2.6067 2020-07-03 02:25:49,146 - mmaction - INFO - Epoch [140][260/627] lr: 2.596e-01, eta: 16:57:01, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5400, loss: 2.5400 2020-07-03 02:26:05,778 - mmaction - INFO - Epoch [140][280/627] lr: 2.596e-01, eta: 16:56:44, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.7297, loss: 2.7297 2020-07-03 02:26:22,735 - mmaction - INFO - Epoch [140][300/627] lr: 2.596e-01, eta: 16:56:28, time: 0.846, data_time: 0.008, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.5457, loss: 2.5457 2020-07-03 02:26:39,603 - mmaction - INFO - Epoch [140][320/627] lr: 2.596e-01, eta: 16:56:11, time: 0.845, data_time: 0.013, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.7559, loss: 2.7559 2020-07-03 02:26:56,734 - mmaction - INFO - Epoch [140][340/627] lr: 2.596e-01, eta: 16:55:55, time: 0.854, data_time: 0.007, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.7354, loss: 2.7354 2020-07-03 02:27:13,347 - mmaction - INFO - Epoch [140][360/627] lr: 2.596e-01, eta: 16:55:39, time: 0.833, data_time: 0.011, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.6575, loss: 2.6575 2020-07-03 02:27:30,287 - mmaction - INFO - Epoch [140][380/627] lr: 2.596e-01, eta: 16:55:23, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5976, loss: 2.5976 2020-07-03 02:27:47,180 - mmaction - INFO - Epoch [140][400/627] lr: 2.596e-01, eta: 16:55:06, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.6316, loss: 2.6316 2020-07-03 02:28:04,042 - mmaction - INFO - Epoch [140][420/627] lr: 2.596e-01, eta: 16:54:50, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5249, loss: 2.5249 2020-07-03 02:28:20,414 - mmaction - INFO - Epoch [140][440/627] lr: 2.596e-01, eta: 16:54:33, time: 0.823, data_time: 0.012, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.6161, loss: 2.6161 2020-07-03 02:28:37,124 - mmaction - INFO - Epoch [140][460/627] lr: 2.596e-01, eta: 16:54:16, time: 0.835, data_time: 0.006, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6838, loss: 2.6838 2020-07-03 02:28:53,757 - mmaction - INFO - Epoch [140][480/627] lr: 2.596e-01, eta: 16:53:59, time: 0.831, data_time: 0.007, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7263, loss: 2.7263 2020-07-03 02:29:10,489 - mmaction - INFO - Epoch [140][500/627] lr: 2.596e-01, eta: 16:53:42, time: 0.839, data_time: 0.004, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6594, loss_cls: 2.6122, loss: 2.6122 2020-07-03 02:29:26,975 - mmaction - INFO - Epoch [140][520/627] lr: 2.596e-01, eta: 16:53:25, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7726, loss: 2.7726 2020-07-03 02:29:43,128 - mmaction - INFO - Epoch [140][540/627] lr: 2.596e-01, eta: 16:53:07, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.7126, loss: 2.7126 2020-07-03 02:29:59,349 - mmaction - INFO - Epoch [140][560/627] lr: 2.596e-01, eta: 16:52:50, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.7494, loss: 2.7494 2020-07-03 02:30:15,920 - mmaction - INFO - Epoch [140][580/627] lr: 2.596e-01, eta: 16:52:33, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6242, loss: 2.6242 2020-07-03 02:30:32,518 - mmaction - INFO - Epoch [140][600/627] lr: 2.596e-01, eta: 16:52:16, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.7214, loss: 2.7214 2020-07-03 02:30:49,891 - mmaction - INFO - Epoch [140][620/627] lr: 2.596e-01, eta: 16:52:01, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8052, loss: 2.8052 2020-07-03 02:30:55,178 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-07-03 02:31:17,797 - mmaction - INFO - Epoch [141][20/627] lr: 2.560e-01, eta: 16:51:34, time: 1.031, data_time: 0.225, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.9157, loss: 2.9157 2020-07-03 02:31:34,382 - mmaction - INFO - Epoch [141][40/627] lr: 2.560e-01, eta: 16:51:17, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.4306, loss: 2.4306 2020-07-03 02:31:50,701 - mmaction - INFO - Epoch [141][60/627] lr: 2.560e-01, eta: 16:50:59, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6742, loss: 2.6742 2020-07-03 02:32:06,931 - mmaction - INFO - Epoch [141][80/627] lr: 2.560e-01, eta: 16:50:42, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9180, loss: 2.9180 2020-07-03 02:32:23,556 - mmaction - INFO - Epoch [141][100/627] lr: 2.560e-01, eta: 16:50:25, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6503, loss: 2.6503 2020-07-03 02:32:39,888 - mmaction - INFO - Epoch [141][120/627] lr: 2.560e-01, eta: 16:50:07, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6781, loss_cls: 2.6808, loss: 2.6808 2020-07-03 02:32:56,029 - mmaction - INFO - Epoch [141][140/627] lr: 2.560e-01, eta: 16:49:49, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6597, loss: 2.6597 2020-07-03 02:33:12,221 - mmaction - INFO - Epoch [141][160/627] lr: 2.560e-01, eta: 16:49:31, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8659, loss: 2.8659 2020-07-03 02:33:28,388 - mmaction - INFO - Epoch [141][180/627] lr: 2.560e-01, eta: 16:49:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6844, loss_cls: 2.6707, loss: 2.6707 2020-07-03 02:33:44,955 - mmaction - INFO - Epoch [141][200/627] lr: 2.560e-01, eta: 16:48:57, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7480, loss: 2.7480 2020-07-03 02:34:01,142 - mmaction - INFO - Epoch [141][220/627] lr: 2.560e-01, eta: 16:48:39, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5699, loss: 2.5699 2020-07-03 02:34:17,383 - mmaction - INFO - Epoch [141][240/627] lr: 2.560e-01, eta: 16:48:21, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7256, loss: 2.7256 2020-07-03 02:34:33,572 - mmaction - INFO - Epoch [141][260/627] lr: 2.560e-01, eta: 16:48:03, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5719, loss: 2.5719 2020-07-03 02:34:49,746 - mmaction - INFO - Epoch [141][280/627] lr: 2.560e-01, eta: 16:47:45, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.6732, loss: 2.6732 2020-07-03 02:35:06,231 - mmaction - INFO - Epoch [141][300/627] lr: 2.560e-01, eta: 16:47:28, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4639, loss: 2.4639 2020-07-03 02:35:22,838 - mmaction - INFO - Epoch [141][320/627] lr: 2.560e-01, eta: 16:47:11, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.7290, loss: 2.7290 2020-07-03 02:35:39,048 - mmaction - INFO - Epoch [141][340/627] lr: 2.560e-01, eta: 16:46:54, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5367, loss: 2.5367 2020-07-03 02:35:55,968 - mmaction - INFO - Epoch [141][360/627] lr: 2.560e-01, eta: 16:46:38, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.6043, loss: 2.6043 2020-07-03 02:36:12,190 - mmaction - INFO - Epoch [141][380/627] lr: 2.560e-01, eta: 16:46:20, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.6063, loss: 2.6063 2020-07-03 02:36:29,346 - mmaction - INFO - Epoch [141][400/627] lr: 2.560e-01, eta: 16:46:04, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.7720, loss: 2.7720 2020-07-03 02:36:46,065 - mmaction - INFO - Epoch [141][420/627] lr: 2.560e-01, eta: 16:45:48, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6344, loss_cls: 2.9298, loss: 2.9298 2020-07-03 02:37:02,656 - mmaction - INFO - Epoch [141][440/627] lr: 2.560e-01, eta: 16:45:31, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.5375, loss: 2.5375 2020-07-03 02:37:18,866 - mmaction - INFO - Epoch [141][460/627] lr: 2.560e-01, eta: 16:45:13, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7652, loss: 2.7652 2020-07-03 02:37:35,509 - mmaction - INFO - Epoch [141][480/627] lr: 2.560e-01, eta: 16:44:56, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6219, loss_cls: 2.7229, loss: 2.7229 2020-07-03 02:37:51,703 - mmaction - INFO - Epoch [141][500/627] lr: 2.560e-01, eta: 16:44:38, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6287, loss: 2.6287 2020-07-03 02:38:08,939 - mmaction - INFO - Epoch [141][520/627] lr: 2.560e-01, eta: 16:44:23, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7911, loss: 2.7911 2020-07-03 02:38:25,141 - mmaction - INFO - Epoch [141][540/627] lr: 2.560e-01, eta: 16:44:05, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7506, loss: 2.7506 2020-07-03 02:38:41,303 - mmaction - INFO - Epoch [141][560/627] lr: 2.560e-01, eta: 16:43:47, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6719, loss_cls: 2.8385, loss: 2.8385 2020-07-03 02:38:57,918 - mmaction - INFO - Epoch [141][580/627] lr: 2.560e-01, eta: 16:43:30, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7109, loss: 2.7109 2020-07-03 02:39:14,610 - mmaction - INFO - Epoch [141][600/627] lr: 2.560e-01, eta: 16:43:14, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.5295, loss: 2.5295 2020-07-03 02:39:30,710 - mmaction - INFO - Epoch [141][620/627] lr: 2.560e-01, eta: 16:42:56, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.7170, loss: 2.7170 2020-07-03 02:39:58,351 - mmaction - INFO - Epoch [142][20/627] lr: 2.523e-01, eta: 16:42:33, time: 1.118, data_time: 0.297, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7750, loss: 2.7750 2020-07-03 02:40:14,537 - mmaction - INFO - Epoch [142][40/627] lr: 2.523e-01, eta: 16:42:15, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6312, loss_cls: 2.6001, loss: 2.6001 2020-07-03 02:40:31,111 - mmaction - INFO - Epoch [142][60/627] lr: 2.523e-01, eta: 16:41:58, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7825, loss: 2.7825 2020-07-03 02:40:47,362 - mmaction - INFO - Epoch [142][80/627] lr: 2.523e-01, eta: 16:41:40, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.8005, loss: 2.8005 2020-07-03 02:41:03,549 - mmaction - INFO - Epoch [142][100/627] lr: 2.523e-01, eta: 16:41:23, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4792, loss: 2.4792 2020-07-03 02:41:20,054 - mmaction - INFO - Epoch [142][120/627] lr: 2.523e-01, eta: 16:41:06, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6531, loss_cls: 2.7966, loss: 2.7966 2020-07-03 02:41:36,329 - mmaction - INFO - Epoch [142][140/627] lr: 2.523e-01, eta: 16:40:48, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5472, loss: 2.5472 2020-07-03 02:41:52,508 - mmaction - INFO - Epoch [142][160/627] lr: 2.523e-01, eta: 16:40:30, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6531, loss_cls: 2.5624, loss: 2.5624 2020-07-03 02:42:09,014 - mmaction - INFO - Epoch [142][180/627] lr: 2.523e-01, eta: 16:40:13, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.5600, loss: 2.5600 2020-07-03 02:42:25,650 - mmaction - INFO - Epoch [142][200/627] lr: 2.523e-01, eta: 16:39:56, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.5104, loss: 2.5104 2020-07-03 02:42:42,387 - mmaction - INFO - Epoch [142][220/627] lr: 2.523e-01, eta: 16:39:40, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9233, loss: 2.9233 2020-07-03 02:42:58,557 - mmaction - INFO - Epoch [142][240/627] lr: 2.523e-01, eta: 16:39:22, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4307, loss: 2.4307 2020-07-03 02:43:15,057 - mmaction - INFO - Epoch [142][260/627] lr: 2.523e-01, eta: 16:39:05, time: 0.825, data_time: 0.004, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6469, loss_cls: 2.7648, loss: 2.7648 2020-07-03 02:43:31,259 - mmaction - INFO - Epoch [142][280/627] lr: 2.523e-01, eta: 16:38:47, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5661, loss: 2.5661 2020-07-03 02:43:47,860 - mmaction - INFO - Epoch [142][300/627] lr: 2.523e-01, eta: 16:38:30, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.7529, loss: 2.7529 2020-07-03 02:44:04,278 - mmaction - INFO - Epoch [142][320/627] lr: 2.523e-01, eta: 16:38:13, time: 0.821, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6203, loss: 2.6203 2020-07-03 02:44:20,446 - mmaction - INFO - Epoch [142][340/627] lr: 2.523e-01, eta: 16:37:55, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6344, loss_cls: 2.6590, loss: 2.6590 2020-07-03 02:44:36,611 - mmaction - INFO - Epoch [142][360/627] lr: 2.523e-01, eta: 16:37:37, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8018, loss: 2.8018 2020-07-03 02:44:53,288 - mmaction - INFO - Epoch [142][380/627] lr: 2.523e-01, eta: 16:37:21, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.6401, loss: 2.6401 2020-07-03 02:45:10,074 - mmaction - INFO - Epoch [142][400/627] lr: 2.523e-01, eta: 16:37:04, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.6568, loss: 2.6568 2020-07-03 02:45:26,614 - mmaction - INFO - Epoch [142][420/627] lr: 2.523e-01, eta: 16:36:47, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.6552, loss: 2.6552 2020-07-03 02:45:43,096 - mmaction - INFO - Epoch [142][440/627] lr: 2.523e-01, eta: 16:36:30, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6188, loss_cls: 2.7568, loss: 2.7568 2020-07-03 02:45:59,320 - mmaction - INFO - Epoch [142][460/627] lr: 2.523e-01, eta: 16:36:12, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.7175, loss: 2.7175 2020-07-03 02:46:16,061 - mmaction - INFO - Epoch [142][480/627] lr: 2.523e-01, eta: 16:35:56, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3749, loss: 2.3749 2020-07-03 02:46:32,650 - mmaction - INFO - Epoch [142][500/627] lr: 2.523e-01, eta: 16:35:39, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.9693, loss: 2.9693 2020-07-03 02:46:48,864 - mmaction - INFO - Epoch [142][520/627] lr: 2.523e-01, eta: 16:35:21, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6333, loss: 2.6333 2020-07-03 02:47:05,354 - mmaction - INFO - Epoch [142][540/627] lr: 2.523e-01, eta: 16:35:04, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6594, loss_cls: 2.6091, loss: 2.6091 2020-07-03 02:47:21,561 - mmaction - INFO - Epoch [142][560/627] lr: 2.523e-01, eta: 16:34:47, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.8785, loss: 2.8785 2020-07-03 02:47:38,141 - mmaction - INFO - Epoch [142][580/627] lr: 2.523e-01, eta: 16:34:30, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.5470, loss: 2.5470 2020-07-03 02:47:54,340 - mmaction - INFO - Epoch [142][600/627] lr: 2.523e-01, eta: 16:34:12, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.7067, loss: 2.7067 2020-07-03 02:48:10,927 - mmaction - INFO - Epoch [142][620/627] lr: 2.523e-01, eta: 16:33:55, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.5340, loss: 2.5340 2020-07-03 02:48:39,610 - mmaction - INFO - Epoch [143][20/627] lr: 2.487e-01, eta: 16:33:34, time: 1.170, data_time: 0.350, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7225, loss: 2.7225 2020-07-03 02:48:56,562 - mmaction - INFO - Epoch [143][40/627] lr: 2.487e-01, eta: 16:33:18, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.5972, loss: 2.5972 2020-07-03 02:49:13,293 - mmaction - INFO - Epoch [143][60/627] lr: 2.487e-01, eta: 16:33:02, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.6711, loss: 2.6711 2020-07-03 02:49:29,445 - mmaction - INFO - Epoch [143][80/627] lr: 2.487e-01, eta: 16:32:44, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7126, loss: 2.7126 2020-07-03 02:49:46,030 - mmaction - INFO - Epoch [143][100/627] lr: 2.487e-01, eta: 16:32:27, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7238, loss: 2.7238 2020-07-03 02:50:02,617 - mmaction - INFO - Epoch [143][120/627] lr: 2.487e-01, eta: 16:32:10, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6375, loss: 2.6375 2020-07-03 02:50:18,901 - mmaction - INFO - Epoch [143][140/627] lr: 2.487e-01, eta: 16:31:52, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5201, loss: 2.5201 2020-07-03 02:50:35,982 - mmaction - INFO - Epoch [143][160/627] lr: 2.487e-01, eta: 16:31:37, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7055, loss: 2.7055 2020-07-03 02:50:52,183 - mmaction - INFO - Epoch [143][180/627] lr: 2.487e-01, eta: 16:31:19, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5370, loss: 2.5370 2020-07-03 02:51:09,215 - mmaction - INFO - Epoch [143][200/627] lr: 2.487e-01, eta: 16:31:03, time: 0.851, data_time: 0.010, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4458, loss: 2.4458 2020-07-03 02:51:25,864 - mmaction - INFO - Epoch [143][220/627] lr: 2.487e-01, eta: 16:30:46, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.5484, loss: 2.5484 2020-07-03 02:51:42,380 - mmaction - INFO - Epoch [143][240/627] lr: 2.487e-01, eta: 16:30:29, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.6942, loss: 2.6942 2020-07-03 02:51:58,551 - mmaction - INFO - Epoch [143][260/627] lr: 2.487e-01, eta: 16:30:11, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6594, loss_cls: 2.5387, loss: 2.5387 2020-07-03 02:52:15,298 - mmaction - INFO - Epoch [143][280/627] lr: 2.487e-01, eta: 16:29:55, time: 0.836, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.6215, loss: 2.6215 2020-07-03 02:52:31,885 - mmaction - INFO - Epoch [143][300/627] lr: 2.487e-01, eta: 16:29:38, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.6773, loss: 2.6773 2020-07-03 02:52:48,628 - mmaction - INFO - Epoch [143][320/627] lr: 2.487e-01, eta: 16:29:21, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6469, loss_cls: 2.6108, loss: 2.6108 2020-07-03 02:53:05,286 - mmaction - INFO - Epoch [143][340/627] lr: 2.487e-01, eta: 16:29:05, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.7663, loss: 2.7663 2020-07-03 02:53:21,469 - mmaction - INFO - Epoch [143][360/627] lr: 2.487e-01, eta: 16:28:47, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3570, loss: 2.3570 2020-07-03 02:53:38,414 - mmaction - INFO - Epoch [143][380/627] lr: 2.487e-01, eta: 16:28:31, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.6445, loss: 2.6445 2020-07-03 02:53:54,583 - mmaction - INFO - Epoch [143][400/627] lr: 2.487e-01, eta: 16:28:13, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.7021, loss: 2.7021 2020-07-03 02:54:11,244 - mmaction - INFO - Epoch [143][420/627] lr: 2.487e-01, eta: 16:27:56, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6461, loss: 2.6461 2020-07-03 02:54:27,914 - mmaction - INFO - Epoch [143][440/627] lr: 2.487e-01, eta: 16:27:40, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.7622, loss: 2.7622 2020-07-03 02:54:44,202 - mmaction - INFO - Epoch [143][460/627] lr: 2.487e-01, eta: 16:27:22, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5433, loss: 2.5433 2020-07-03 02:55:00,755 - mmaction - INFO - Epoch [143][480/627] lr: 2.487e-01, eta: 16:27:05, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.4861, loss: 2.4861 2020-07-03 02:55:16,968 - mmaction - INFO - Epoch [143][500/627] lr: 2.487e-01, eta: 16:26:47, time: 0.811, data_time: 0.005, memory: 11097, top1_acc: 0.3969, top5_acc: 0.7000, loss_cls: 2.4926, loss: 2.4926 2020-07-03 02:55:33,608 - mmaction - INFO - Epoch [143][520/627] lr: 2.487e-01, eta: 16:26:31, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.4862, loss: 2.4862 2020-07-03 02:55:49,846 - mmaction - INFO - Epoch [143][540/627] lr: 2.487e-01, eta: 16:26:13, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.7577, loss: 2.7577 2020-07-03 02:56:06,723 - mmaction - INFO - Epoch [143][560/627] lr: 2.487e-01, eta: 16:25:57, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7956, loss: 2.7956 2020-07-03 02:56:23,316 - mmaction - INFO - Epoch [143][580/627] lr: 2.487e-01, eta: 16:25:40, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4852, loss: 2.4852 2020-07-03 02:56:39,969 - mmaction - INFO - Epoch [143][600/627] lr: 2.487e-01, eta: 16:25:23, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6906, loss_cls: 2.6416, loss: 2.6416 2020-07-03 02:56:56,175 - mmaction - INFO - Epoch [143][620/627] lr: 2.487e-01, eta: 16:25:06, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6375, loss_cls: 2.9116, loss: 2.9116 2020-07-03 02:57:24,074 - mmaction - INFO - Epoch [144][20/627] lr: 2.451e-01, eta: 16:24:43, time: 1.132, data_time: 0.311, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.5859, loss: 2.5859 2020-07-03 02:57:40,302 - mmaction - INFO - Epoch [144][40/627] lr: 2.451e-01, eta: 16:24:26, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 2.7259, loss: 2.7259 2020-07-03 02:57:56,851 - mmaction - INFO - Epoch [144][60/627] lr: 2.451e-01, eta: 16:24:09, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6137, loss: 2.6137 2020-07-03 02:58:13,187 - mmaction - INFO - Epoch [144][80/627] lr: 2.451e-01, eta: 16:23:51, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5579, loss: 2.5579 2020-07-03 02:58:30,100 - mmaction - INFO - Epoch [144][100/627] lr: 2.451e-01, eta: 16:23:35, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6951, loss: 2.6951 2020-07-03 02:58:46,955 - mmaction - INFO - Epoch [144][120/627] lr: 2.451e-01, eta: 16:23:19, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.6406, loss: 2.6406 2020-07-03 02:59:03,698 - mmaction - INFO - Epoch [144][140/627] lr: 2.451e-01, eta: 16:23:02, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5173, loss: 2.5173 2020-07-03 02:59:20,174 - mmaction - INFO - Epoch [144][160/627] lr: 2.451e-01, eta: 16:22:45, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.7885, loss: 2.7885 2020-07-03 02:59:36,791 - mmaction - INFO - Epoch [144][180/627] lr: 2.451e-01, eta: 16:22:28, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6188, loss_cls: 2.7181, loss: 2.7181 2020-07-03 02:59:53,308 - mmaction - INFO - Epoch [144][200/627] lr: 2.451e-01, eta: 16:22:11, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7031, loss_cls: 2.3960, loss: 2.3960 2020-07-03 03:00:16,595 - mmaction - INFO - Epoch [144][220/627] lr: 2.451e-01, eta: 16:22:08, time: 1.155, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.7716, loss: 2.7716 2020-07-03 03:00:33,548 - mmaction - INFO - Epoch [144][240/627] lr: 2.451e-01, eta: 16:21:52, time: 0.856, data_time: 0.027, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.8006, loss: 2.8006 2020-07-03 03:00:49,724 - mmaction - INFO - Epoch [144][260/627] lr: 2.451e-01, eta: 16:21:34, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7904, loss: 2.7904 2020-07-03 03:01:06,279 - mmaction - INFO - Epoch [144][280/627] lr: 2.451e-01, eta: 16:21:17, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7255, loss: 2.7255 2020-07-03 03:01:22,884 - mmaction - INFO - Epoch [144][300/627] lr: 2.451e-01, eta: 16:21:00, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.7041, loss: 2.7041 2020-07-03 03:01:39,903 - mmaction - INFO - Epoch [144][320/627] lr: 2.451e-01, eta: 16:20:44, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.6299, loss: 2.6299 2020-07-03 03:01:56,511 - mmaction - INFO - Epoch [144][340/627] lr: 2.451e-01, eta: 16:20:27, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6655, loss: 2.6655 2020-07-03 03:02:13,056 - mmaction - INFO - Epoch [144][360/627] lr: 2.451e-01, eta: 16:20:11, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.3573, loss: 2.3573 2020-07-03 03:02:29,259 - mmaction - INFO - Epoch [144][380/627] lr: 2.451e-01, eta: 16:19:53, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6312, loss_cls: 2.7798, loss: 2.7798 2020-07-03 03:02:46,106 - mmaction - INFO - Epoch [144][400/627] lr: 2.451e-01, eta: 16:19:36, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.7853, loss: 2.7853 2020-07-03 03:03:02,676 - mmaction - INFO - Epoch [144][420/627] lr: 2.451e-01, eta: 16:19:20, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.5769, loss: 2.5769 2020-07-03 03:03:18,835 - mmaction - INFO - Epoch [144][440/627] lr: 2.451e-01, eta: 16:19:02, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0038, loss: 3.0038 2020-07-03 03:03:35,397 - mmaction - INFO - Epoch [144][460/627] lr: 2.451e-01, eta: 16:18:45, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.6948, loss: 2.6948 2020-07-03 03:03:51,910 - mmaction - INFO - Epoch [144][480/627] lr: 2.451e-01, eta: 16:18:28, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.7002, loss: 2.7002 2020-07-03 03:04:08,114 - mmaction - INFO - Epoch [144][500/627] lr: 2.451e-01, eta: 16:18:10, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6281, loss_cls: 2.6867, loss: 2.6867 2020-07-03 03:04:24,376 - mmaction - INFO - Epoch [144][520/627] lr: 2.451e-01, eta: 16:17:53, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6029, loss: 2.6029 2020-07-03 03:04:40,505 - mmaction - INFO - Epoch [144][540/627] lr: 2.451e-01, eta: 16:17:35, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4853, loss: 2.4853 2020-07-03 03:04:57,416 - mmaction - INFO - Epoch [144][560/627] lr: 2.451e-01, eta: 16:17:19, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7388, loss: 2.7388 2020-07-03 03:05:13,597 - mmaction - INFO - Epoch [144][580/627] lr: 2.451e-01, eta: 16:17:01, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.5811, loss: 2.5811 2020-07-03 03:05:30,241 - mmaction - INFO - Epoch [144][600/627] lr: 2.451e-01, eta: 16:16:44, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5722, loss: 2.5722 2020-07-03 03:05:46,424 - mmaction - INFO - Epoch [144][620/627] lr: 2.451e-01, eta: 16:16:27, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.7472, loss: 2.7472 2020-07-03 03:05:51,730 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-07-03 03:06:17,618 - mmaction - INFO - Epoch [145][20/627] lr: 2.415e-01, eta: 16:16:08, time: 1.215, data_time: 0.372, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.7950, loss: 2.7950 2020-07-03 03:06:34,154 - mmaction - INFO - Epoch [145][40/627] lr: 2.415e-01, eta: 16:15:51, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5740, loss: 2.5740 2020-07-03 03:06:51,717 - mmaction - INFO - Epoch [145][60/627] lr: 2.415e-01, eta: 16:15:36, time: 0.880, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5182, loss: 2.5182 2020-07-03 03:07:07,912 - mmaction - INFO - Epoch [145][80/627] lr: 2.415e-01, eta: 16:15:18, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6500, loss_cls: 2.6827, loss: 2.6827 2020-07-03 03:07:24,124 - mmaction - INFO - Epoch [145][100/627] lr: 2.415e-01, eta: 16:15:00, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4791, loss: 2.4791 2020-07-03 03:07:40,366 - mmaction - INFO - Epoch [145][120/627] lr: 2.415e-01, eta: 16:14:43, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6156, loss_cls: 2.8325, loss: 2.8325 2020-07-03 03:07:57,025 - mmaction - INFO - Epoch [145][140/627] lr: 2.415e-01, eta: 16:14:26, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4547, loss: 2.4547 2020-07-03 03:08:13,416 - mmaction - INFO - Epoch [145][160/627] lr: 2.415e-01, eta: 16:14:09, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7024, loss: 2.7024 2020-07-03 03:08:30,065 - mmaction - INFO - Epoch [145][180/627] lr: 2.415e-01, eta: 16:13:52, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7776, loss: 2.7776 2020-07-03 03:08:46,783 - mmaction - INFO - Epoch [145][200/627] lr: 2.415e-01, eta: 16:13:35, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6836, loss: 2.6836 2020-07-03 03:09:02,960 - mmaction - INFO - Epoch [145][220/627] lr: 2.415e-01, eta: 16:13:18, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.6347, loss: 2.6347 2020-07-03 03:09:19,543 - mmaction - INFO - Epoch [145][240/627] lr: 2.415e-01, eta: 16:13:01, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5449, loss: 2.5449 2020-07-03 03:09:36,138 - mmaction - INFO - Epoch [145][260/627] lr: 2.415e-01, eta: 16:12:44, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.7364, loss: 2.7364 2020-07-03 03:09:52,327 - mmaction - INFO - Epoch [145][280/627] lr: 2.415e-01, eta: 16:12:26, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7834, loss: 2.7834 2020-07-03 03:10:09,526 - mmaction - INFO - Epoch [145][300/627] lr: 2.415e-01, eta: 16:12:11, time: 0.860, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.4523, loss: 2.4523 2020-07-03 03:10:26,585 - mmaction - INFO - Epoch [145][320/627] lr: 2.415e-01, eta: 16:11:55, time: 0.852, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5682, loss: 2.5682 2020-07-03 03:10:42,977 - mmaction - INFO - Epoch [145][340/627] lr: 2.415e-01, eta: 16:11:37, time: 0.820, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5885, loss: 2.5885 2020-07-03 03:11:00,112 - mmaction - INFO - Epoch [145][360/627] lr: 2.415e-01, eta: 16:11:22, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6469, loss_cls: 2.6325, loss: 2.6325 2020-07-03 03:11:16,260 - mmaction - INFO - Epoch [145][380/627] lr: 2.415e-01, eta: 16:11:04, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5036, loss: 2.5036 2020-07-03 03:11:32,740 - mmaction - INFO - Epoch [145][400/627] lr: 2.415e-01, eta: 16:10:47, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5319, loss: 2.5319 2020-07-03 03:11:49,387 - mmaction - INFO - Epoch [145][420/627] lr: 2.415e-01, eta: 16:10:30, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7028, loss: 2.7028 2020-07-03 03:12:05,642 - mmaction - INFO - Epoch [145][440/627] lr: 2.415e-01, eta: 16:10:12, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.5800, loss: 2.5800 2020-07-03 03:12:21,915 - mmaction - INFO - Epoch [145][460/627] lr: 2.415e-01, eta: 16:09:55, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.6519, loss: 2.6519 2020-07-03 03:12:38,478 - mmaction - INFO - Epoch [145][480/627] lr: 2.415e-01, eta: 16:09:38, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4239, loss: 2.4239 2020-07-03 03:12:54,697 - mmaction - INFO - Epoch [145][500/627] lr: 2.415e-01, eta: 16:09:20, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6534, loss: 2.6534 2020-07-03 03:13:10,852 - mmaction - INFO - Epoch [145][520/627] lr: 2.415e-01, eta: 16:09:03, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.6173, loss: 2.6173 2020-07-03 03:13:27,030 - mmaction - INFO - Epoch [145][540/627] lr: 2.415e-01, eta: 16:08:45, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5447, loss: 2.5447 2020-07-03 03:13:43,845 - mmaction - INFO - Epoch [145][560/627] lr: 2.415e-01, eta: 16:08:29, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.7144, loss: 2.7144 2020-07-03 03:14:00,060 - mmaction - INFO - Epoch [145][580/627] lr: 2.415e-01, eta: 16:08:11, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.5113, loss: 2.5113 2020-07-03 03:14:16,314 - mmaction - INFO - Epoch [145][600/627] lr: 2.415e-01, eta: 16:07:54, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.7993, loss: 2.7993 2020-07-03 03:14:32,875 - mmaction - INFO - Epoch [145][620/627] lr: 2.415e-01, eta: 16:07:37, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4484, loss: 2.4484 2020-07-03 03:15:00,675 - mmaction - INFO - Epoch [146][20/627] lr: 2.379e-01, eta: 16:07:14, time: 1.124, data_time: 0.312, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.4967, loss: 2.4967 2020-07-03 03:15:17,454 - mmaction - INFO - Epoch [146][40/627] lr: 2.379e-01, eta: 16:06:58, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.5950, loss: 2.5950 2020-07-03 03:15:34,092 - mmaction - INFO - Epoch [146][60/627] lr: 2.379e-01, eta: 16:06:41, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.8459, loss: 2.8459 2020-07-03 03:15:50,380 - mmaction - INFO - Epoch [146][80/627] lr: 2.379e-01, eta: 16:06:23, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.5549, loss: 2.5549 2020-07-03 03:16:06,643 - mmaction - INFO - Epoch [146][100/627] lr: 2.379e-01, eta: 16:06:06, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.5760, loss: 2.5760 2020-07-03 03:16:23,511 - mmaction - INFO - Epoch [146][120/627] lr: 2.379e-01, eta: 16:05:50, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6656, loss_cls: 2.6074, loss: 2.6074 2020-07-03 03:16:39,741 - mmaction - INFO - Epoch [146][140/627] lr: 2.379e-01, eta: 16:05:32, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7292, loss: 2.7292 2020-07-03 03:16:56,244 - mmaction - INFO - Epoch [146][160/627] lr: 2.379e-01, eta: 16:05:15, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8334, loss: 2.8334 2020-07-03 03:17:12,449 - mmaction - INFO - Epoch [146][180/627] lr: 2.379e-01, eta: 16:04:57, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6948, loss: 2.6948 2020-07-03 03:17:29,767 - mmaction - INFO - Epoch [146][200/627] lr: 2.379e-01, eta: 16:04:42, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4140, loss: 2.4140 2020-07-03 03:17:46,367 - mmaction - INFO - Epoch [146][220/627] lr: 2.379e-01, eta: 16:04:25, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6157, loss: 2.6157 2020-07-03 03:18:02,953 - mmaction - INFO - Epoch [146][240/627] lr: 2.379e-01, eta: 16:04:08, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.4124, loss: 2.4124 2020-07-03 03:18:19,394 - mmaction - INFO - Epoch [146][260/627] lr: 2.379e-01, eta: 16:03:51, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.5951, loss: 2.5951 2020-07-03 03:18:35,535 - mmaction - INFO - Epoch [146][280/627] lr: 2.379e-01, eta: 16:03:33, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.5714, loss: 2.5714 2020-07-03 03:18:52,183 - mmaction - INFO - Epoch [146][300/627] lr: 2.379e-01, eta: 16:03:17, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5838, loss: 2.5838 2020-07-03 03:19:09,525 - mmaction - INFO - Epoch [146][320/627] lr: 2.379e-01, eta: 16:03:01, time: 0.867, data_time: 0.006, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6031, loss_cls: 2.7523, loss: 2.7523 2020-07-03 03:19:25,759 - mmaction - INFO - Epoch [146][340/627] lr: 2.379e-01, eta: 16:02:44, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.6975, loss: 2.6975 2020-07-03 03:19:41,952 - mmaction - INFO - Epoch [146][360/627] lr: 2.379e-01, eta: 16:02:26, time: 0.812, data_time: 0.005, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.5521, loss: 2.5521 2020-07-03 03:19:58,437 - mmaction - INFO - Epoch [146][380/627] lr: 2.379e-01, eta: 16:02:09, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7018, loss: 2.7018 2020-07-03 03:20:15,006 - mmaction - INFO - Epoch [146][400/627] lr: 2.379e-01, eta: 16:01:52, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4062, top5_acc: 0.5969, loss_cls: 2.7685, loss: 2.7685 2020-07-03 03:20:31,914 - mmaction - INFO - Epoch [146][420/627] lr: 2.379e-01, eta: 16:01:36, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4124, loss: 2.4124 2020-07-03 03:20:48,078 - mmaction - INFO - Epoch [146][440/627] lr: 2.379e-01, eta: 16:01:18, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5732, loss: 2.5732 2020-07-03 03:21:04,888 - mmaction - INFO - Epoch [146][460/627] lr: 2.379e-01, eta: 16:01:02, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.7399, loss: 2.7399 2020-07-03 03:21:21,363 - mmaction - INFO - Epoch [146][480/627] lr: 2.379e-01, eta: 16:00:45, time: 0.824, data_time: 0.004, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3675, loss: 2.3675 2020-07-03 03:21:37,648 - mmaction - INFO - Epoch [146][500/627] lr: 2.379e-01, eta: 16:00:27, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.8822, loss: 2.8822 2020-07-03 03:21:54,295 - mmaction - INFO - Epoch [146][520/627] lr: 2.379e-01, eta: 16:00:10, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.5712, loss: 2.5712 2020-07-03 03:22:10,519 - mmaction - INFO - Epoch [146][540/627] lr: 2.379e-01, eta: 15:59:53, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7608, loss: 2.7608 2020-07-03 03:22:27,174 - mmaction - INFO - Epoch [146][560/627] lr: 2.379e-01, eta: 15:59:36, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7094, loss_cls: 2.5085, loss: 2.5085 2020-07-03 03:22:43,379 - mmaction - INFO - Epoch [146][580/627] lr: 2.379e-01, eta: 15:59:19, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.7133, loss: 2.7133 2020-07-03 03:22:59,565 - mmaction - INFO - Epoch [146][600/627] lr: 2.379e-01, eta: 15:59:01, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.5992, loss: 2.5992 2020-07-03 03:23:16,188 - mmaction - INFO - Epoch [146][620/627] lr: 2.379e-01, eta: 15:58:44, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.6263, loss: 2.6263 2020-07-03 03:23:43,893 - mmaction - INFO - Epoch [147][20/627] lr: 2.343e-01, eta: 15:58:22, time: 1.121, data_time: 0.309, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4761, loss: 2.4761 2020-07-03 03:24:00,526 - mmaction - INFO - Epoch [147][40/627] lr: 2.343e-01, eta: 15:58:05, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.4728, loss: 2.4728 2020-07-03 03:24:16,654 - mmaction - INFO - Epoch [147][60/627] lr: 2.343e-01, eta: 15:57:47, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.7066, loss: 2.7066 2020-07-03 03:24:32,892 - mmaction - INFO - Epoch [147][80/627] lr: 2.343e-01, eta: 15:57:29, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.4559, loss: 2.4559 2020-07-03 03:24:49,382 - mmaction - INFO - Epoch [147][100/627] lr: 2.343e-01, eta: 15:57:13, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.6271, loss: 2.6271 2020-07-03 03:25:06,024 - mmaction - INFO - Epoch [147][120/627] lr: 2.343e-01, eta: 15:56:56, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6414, loss: 2.6414 2020-07-03 03:25:22,664 - mmaction - INFO - Epoch [147][140/627] lr: 2.343e-01, eta: 15:56:39, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6594, loss_cls: 2.6352, loss: 2.6352 2020-07-03 03:25:39,993 - mmaction - INFO - Epoch [147][160/627] lr: 2.343e-01, eta: 15:56:23, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.4431, loss: 2.4431 2020-07-03 03:25:56,168 - mmaction - INFO - Epoch [147][180/627] lr: 2.343e-01, eta: 15:56:06, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5811, loss: 2.5811 2020-07-03 03:26:12,301 - mmaction - INFO - Epoch [147][200/627] lr: 2.343e-01, eta: 15:55:48, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.4684, loss: 2.4684 2020-07-03 03:26:29,716 - mmaction - INFO - Epoch [147][220/627] lr: 2.343e-01, eta: 15:55:33, time: 0.872, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6610, loss: 2.6610 2020-07-03 03:26:45,908 - mmaction - INFO - Epoch [147][240/627] lr: 2.343e-01, eta: 15:55:15, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5606, loss: 2.5606 2020-07-03 03:27:02,105 - mmaction - INFO - Epoch [147][260/627] lr: 2.343e-01, eta: 15:54:58, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6428, loss: 2.6428 2020-07-03 03:27:18,591 - mmaction - INFO - Epoch [147][280/627] lr: 2.343e-01, eta: 15:54:41, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7022, loss: 2.7022 2020-07-03 03:27:34,832 - mmaction - INFO - Epoch [147][300/627] lr: 2.343e-01, eta: 15:54:23, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6469, loss_cls: 2.6609, loss: 2.6609 2020-07-03 03:27:50,988 - mmaction - INFO - Epoch [147][320/627] lr: 2.343e-01, eta: 15:54:06, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.3906, loss: 2.3906 2020-07-03 03:28:07,579 - mmaction - INFO - Epoch [147][340/627] lr: 2.343e-01, eta: 15:53:49, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5162, loss: 2.5162 2020-07-03 03:28:23,769 - mmaction - INFO - Epoch [147][360/627] lr: 2.343e-01, eta: 15:53:31, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.6597, loss: 2.6597 2020-07-03 03:28:40,040 - mmaction - INFO - Epoch [147][380/627] lr: 2.343e-01, eta: 15:53:14, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.5877, loss: 2.5877 2020-07-03 03:28:56,555 - mmaction - INFO - Epoch [147][400/627] lr: 2.343e-01, eta: 15:52:57, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5468, loss: 2.5468 2020-07-03 03:29:12,777 - mmaction - INFO - Epoch [147][420/627] lr: 2.343e-01, eta: 15:52:39, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5878, loss: 2.5878 2020-07-03 03:29:29,020 - mmaction - INFO - Epoch [147][440/627] lr: 2.343e-01, eta: 15:52:22, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6531, loss_cls: 2.6605, loss: 2.6605 2020-07-03 03:29:45,612 - mmaction - INFO - Epoch [147][460/627] lr: 2.343e-01, eta: 15:52:05, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6876, loss: 2.6876 2020-07-03 03:30:02,192 - mmaction - INFO - Epoch [147][480/627] lr: 2.343e-01, eta: 15:51:48, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5326, loss: 2.5326 2020-07-03 03:30:18,924 - mmaction - INFO - Epoch [147][500/627] lr: 2.343e-01, eta: 15:51:31, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.5331, loss: 2.5331 2020-07-03 03:30:35,104 - mmaction - INFO - Epoch [147][520/627] lr: 2.343e-01, eta: 15:51:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6438, loss_cls: 2.7578, loss: 2.7578 2020-07-03 03:30:51,315 - mmaction - INFO - Epoch [147][540/627] lr: 2.343e-01, eta: 15:50:56, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6750, loss_cls: 2.4490, loss: 2.4490 2020-07-03 03:31:07,571 - mmaction - INFO - Epoch [147][560/627] lr: 2.343e-01, eta: 15:50:39, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.4411, loss: 2.4411 2020-07-03 03:31:23,729 - mmaction - INFO - Epoch [147][580/627] lr: 2.343e-01, eta: 15:50:21, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.5273, loss: 2.5273 2020-07-03 03:31:40,346 - mmaction - INFO - Epoch [147][600/627] lr: 2.343e-01, eta: 15:50:04, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6406, loss_cls: 2.6075, loss: 2.6075 2020-07-03 03:31:56,417 - mmaction - INFO - Epoch [147][620/627] lr: 2.343e-01, eta: 15:49:47, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5586, loss: 2.5586 2020-07-03 03:32:24,005 - mmaction - INFO - Epoch [148][20/627] lr: 2.307e-01, eta: 15:49:24, time: 1.112, data_time: 0.290, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.4833, loss: 2.4833 2020-07-03 03:32:40,679 - mmaction - INFO - Epoch [148][40/627] lr: 2.307e-01, eta: 15:49:07, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7479, loss: 2.7479 2020-07-03 03:32:57,265 - mmaction - INFO - Epoch [148][60/627] lr: 2.307e-01, eta: 15:48:50, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5516, loss: 2.5516 2020-07-03 03:33:13,481 - mmaction - INFO - Epoch [148][80/627] lr: 2.307e-01, eta: 15:48:33, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6094, loss_cls: 2.8469, loss: 2.8469 2020-07-03 03:33:29,633 - mmaction - INFO - Epoch [148][100/627] lr: 2.307e-01, eta: 15:48:15, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.3557, loss: 2.3557 2020-07-03 03:33:46,481 - mmaction - INFO - Epoch [148][120/627] lr: 2.307e-01, eta: 15:47:59, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.5792, loss: 2.5792 2020-07-03 03:34:02,847 - mmaction - INFO - Epoch [148][140/627] lr: 2.307e-01, eta: 15:47:41, time: 0.819, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4874, loss: 2.4874 2020-07-03 03:34:19,448 - mmaction - INFO - Epoch [148][160/627] lr: 2.307e-01, eta: 15:47:25, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6188, loss_cls: 2.7976, loss: 2.7976 2020-07-03 03:34:35,804 - mmaction - INFO - Epoch [148][180/627] lr: 2.307e-01, eta: 15:47:07, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5273, loss: 2.5273 2020-07-03 03:34:52,087 - mmaction - INFO - Epoch [148][200/627] lr: 2.307e-01, eta: 15:46:50, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5037, loss: 2.5037 2020-07-03 03:35:08,242 - mmaction - INFO - Epoch [148][220/627] lr: 2.307e-01, eta: 15:46:32, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.5028, loss: 2.5028 2020-07-03 03:35:24,727 - mmaction - INFO - Epoch [148][240/627] lr: 2.307e-01, eta: 15:46:15, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.7063, loss_cls: 2.5235, loss: 2.5235 2020-07-03 03:35:41,011 - mmaction - INFO - Epoch [148][260/627] lr: 2.307e-01, eta: 15:45:58, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4364, loss: 2.4364 2020-07-03 03:35:57,593 - mmaction - INFO - Epoch [148][280/627] lr: 2.307e-01, eta: 15:45:41, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4706, loss: 2.4706 2020-07-03 03:36:13,854 - mmaction - INFO - Epoch [148][300/627] lr: 2.307e-01, eta: 15:45:24, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.8223, loss: 2.8223 2020-07-03 03:36:30,052 - mmaction - INFO - Epoch [148][320/627] lr: 2.307e-01, eta: 15:45:06, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.4076, loss: 2.4076 2020-07-03 03:36:46,384 - mmaction - INFO - Epoch [148][340/627] lr: 2.307e-01, eta: 15:44:49, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6594, loss_cls: 2.5191, loss: 2.5191 2020-07-03 03:37:02,523 - mmaction - INFO - Epoch [148][360/627] lr: 2.307e-01, eta: 15:44:31, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6438, loss_cls: 2.6677, loss: 2.6677 2020-07-03 03:37:18,816 - mmaction - INFO - Epoch [148][380/627] lr: 2.307e-01, eta: 15:44:14, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4823, loss: 2.4823 2020-07-03 03:37:35,556 - mmaction - INFO - Epoch [148][400/627] lr: 2.307e-01, eta: 15:43:57, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.5200, loss: 2.5200 2020-07-03 03:37:52,232 - mmaction - INFO - Epoch [148][420/627] lr: 2.307e-01, eta: 15:43:41, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6344, loss_cls: 2.7449, loss: 2.7449 2020-07-03 03:38:08,879 - mmaction - INFO - Epoch [148][440/627] lr: 2.307e-01, eta: 15:43:24, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7098, loss: 2.7098 2020-07-03 03:38:25,743 - mmaction - INFO - Epoch [148][460/627] lr: 2.307e-01, eta: 15:43:07, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6375, loss_cls: 2.6248, loss: 2.6248 2020-07-03 03:38:42,750 - mmaction - INFO - Epoch [148][480/627] lr: 2.307e-01, eta: 15:42:51, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6433, loss: 2.6433 2020-07-03 03:38:59,889 - mmaction - INFO - Epoch [148][500/627] lr: 2.307e-01, eta: 15:42:36, time: 0.855, data_time: 0.006, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.6972, loss: 2.6972 2020-07-03 03:39:16,495 - mmaction - INFO - Epoch [148][520/627] lr: 2.307e-01, eta: 15:42:19, time: 0.831, data_time: 0.006, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.6097, loss: 2.6097 2020-07-03 03:39:33,921 - mmaction - INFO - Epoch [148][540/627] lr: 2.307e-01, eta: 15:42:04, time: 0.871, data_time: 0.006, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.4919, loss: 2.4919 2020-07-03 03:39:50,081 - mmaction - INFO - Epoch [148][560/627] lr: 2.307e-01, eta: 15:41:46, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.7313, loss: 2.7313 2020-07-03 03:40:06,563 - mmaction - INFO - Epoch [148][580/627] lr: 2.307e-01, eta: 15:41:29, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.4777, loss: 2.4777 2020-07-03 03:40:23,308 - mmaction - INFO - Epoch [148][600/627] lr: 2.307e-01, eta: 15:41:12, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7245, loss: 2.7245 2020-07-03 03:40:39,383 - mmaction - INFO - Epoch [148][620/627] lr: 2.307e-01, eta: 15:40:55, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6687, loss_cls: 2.7254, loss: 2.7254 2020-07-03 03:40:44,637 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-07-03 03:41:07,322 - mmaction - INFO - Epoch [149][20/627] lr: 2.271e-01, eta: 15:40:31, time: 1.086, data_time: 0.264, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2998, loss: 2.2998 2020-07-03 03:41:23,517 - mmaction - INFO - Epoch [149][40/627] lr: 2.271e-01, eta: 15:40:13, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.6326, loss: 2.6326 2020-07-03 03:41:39,699 - mmaction - INFO - Epoch [149][60/627] lr: 2.271e-01, eta: 15:39:56, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5662, loss: 2.5662 2020-07-03 03:41:56,230 - mmaction - INFO - Epoch [149][80/627] lr: 2.271e-01, eta: 15:39:39, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5280, loss: 2.5280 2020-07-03 03:42:13,390 - mmaction - INFO - Epoch [149][100/627] lr: 2.271e-01, eta: 15:39:23, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.6883, loss: 2.6883 2020-07-03 03:42:29,474 - mmaction - INFO - Epoch [149][120/627] lr: 2.271e-01, eta: 15:39:05, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.7563, loss: 2.7563 2020-07-03 03:42:45,714 - mmaction - INFO - Epoch [149][140/627] lr: 2.271e-01, eta: 15:38:48, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5532, loss: 2.5532 2020-07-03 03:43:02,276 - mmaction - INFO - Epoch [149][160/627] lr: 2.271e-01, eta: 15:38:31, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4410, loss: 2.4410 2020-07-03 03:43:18,823 - mmaction - INFO - Epoch [149][180/627] lr: 2.271e-01, eta: 15:38:14, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.4551, loss: 2.4551 2020-07-03 03:43:35,399 - mmaction - INFO - Epoch [149][200/627] lr: 2.271e-01, eta: 15:37:57, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6594, loss_cls: 2.5464, loss: 2.5464 2020-07-03 03:43:51,563 - mmaction - INFO - Epoch [149][220/627] lr: 2.271e-01, eta: 15:37:40, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5578, loss: 2.5578 2020-07-03 03:44:07,767 - mmaction - INFO - Epoch [149][240/627] lr: 2.271e-01, eta: 15:37:22, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.7157, loss: 2.7157 2020-07-03 03:44:23,941 - mmaction - INFO - Epoch [149][260/627] lr: 2.271e-01, eta: 15:37:05, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6912, loss: 2.6912 2020-07-03 03:44:40,197 - mmaction - INFO - Epoch [149][280/627] lr: 2.271e-01, eta: 15:36:47, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7635, loss: 2.7635 2020-07-03 03:44:56,782 - mmaction - INFO - Epoch [149][300/627] lr: 2.271e-01, eta: 15:36:30, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4671, loss: 2.4671 2020-07-03 03:45:13,186 - mmaction - INFO - Epoch [149][320/627] lr: 2.271e-01, eta: 15:36:13, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.4026, loss: 2.4026 2020-07-03 03:45:29,649 - mmaction - INFO - Epoch [149][340/627] lr: 2.271e-01, eta: 15:35:56, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4008, loss: 2.4008 2020-07-03 03:45:46,211 - mmaction - INFO - Epoch [149][360/627] lr: 2.271e-01, eta: 15:35:39, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.5578, loss: 2.5578 2020-07-03 03:46:02,484 - mmaction - INFO - Epoch [149][380/627] lr: 2.271e-01, eta: 15:35:22, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.6110, loss: 2.6110 2020-07-03 03:46:18,685 - mmaction - INFO - Epoch [149][400/627] lr: 2.271e-01, eta: 15:35:04, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.5415, loss: 2.5415 2020-07-03 03:46:35,628 - mmaction - INFO - Epoch [149][420/627] lr: 2.271e-01, eta: 15:34:48, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7623, loss: 2.7623 2020-07-03 03:46:52,360 - mmaction - INFO - Epoch [149][440/627] lr: 2.271e-01, eta: 15:34:32, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.6476, loss: 2.6476 2020-07-03 03:47:09,744 - mmaction - INFO - Epoch [149][460/627] lr: 2.271e-01, eta: 15:34:16, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.8504, loss: 2.8504 2020-07-03 03:47:26,055 - mmaction - INFO - Epoch [149][480/627] lr: 2.271e-01, eta: 15:33:59, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.8085, loss: 2.8085 2020-07-03 03:47:43,265 - mmaction - INFO - Epoch [149][500/627] lr: 2.271e-01, eta: 15:33:43, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7696, loss: 2.7696 2020-07-03 03:47:59,812 - mmaction - INFO - Epoch [149][520/627] lr: 2.271e-01, eta: 15:33:26, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6125, loss_cls: 2.6972, loss: 2.6972 2020-07-03 03:48:16,135 - mmaction - INFO - Epoch [149][540/627] lr: 2.271e-01, eta: 15:33:09, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6193, loss: 2.6193 2020-07-03 03:48:33,158 - mmaction - INFO - Epoch [149][560/627] lr: 2.271e-01, eta: 15:32:53, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7090, loss: 2.7090 2020-07-03 03:48:49,831 - mmaction - INFO - Epoch [149][580/627] lr: 2.271e-01, eta: 15:32:36, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.4480, loss: 2.4480 2020-07-03 03:49:06,441 - mmaction - INFO - Epoch [149][600/627] lr: 2.271e-01, eta: 15:32:20, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7647, loss: 2.7647 2020-07-03 03:49:22,613 - mmaction - INFO - Epoch [149][620/627] lr: 2.271e-01, eta: 15:32:02, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.5803, loss: 2.5803 2020-07-03 03:49:50,200 - mmaction - INFO - Epoch [150][20/627] lr: 2.235e-01, eta: 15:31:39, time: 1.113, data_time: 0.300, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.5035, loss: 2.5035 2020-07-03 03:50:06,818 - mmaction - INFO - Epoch [150][40/627] lr: 2.235e-01, eta: 15:31:22, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6927, loss: 2.6927 2020-07-03 03:50:23,007 - mmaction - INFO - Epoch [150][60/627] lr: 2.235e-01, eta: 15:31:05, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4698, loss: 2.4698 2020-07-03 03:50:40,199 - mmaction - INFO - Epoch [150][80/627] lr: 2.235e-01, eta: 15:30:49, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6469, loss_cls: 2.6828, loss: 2.6828 2020-07-03 03:50:56,398 - mmaction - INFO - Epoch [150][100/627] lr: 2.235e-01, eta: 15:30:32, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.4671, loss: 2.4671 2020-07-03 03:51:12,667 - mmaction - INFO - Epoch [150][120/627] lr: 2.235e-01, eta: 15:30:14, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3952, loss: 2.3952 2020-07-03 03:51:29,315 - mmaction - INFO - Epoch [150][140/627] lr: 2.235e-01, eta: 15:29:58, time: 0.834, data_time: 0.004, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.5924, loss: 2.5924 2020-07-03 03:51:45,915 - mmaction - INFO - Epoch [150][160/627] lr: 2.235e-01, eta: 15:29:41, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.5435, loss: 2.5435 2020-07-03 03:52:02,076 - mmaction - INFO - Epoch [150][180/627] lr: 2.235e-01, eta: 15:29:23, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.5312, loss: 2.5312 2020-07-03 03:52:19,428 - mmaction - INFO - Epoch [150][200/627] lr: 2.235e-01, eta: 15:29:08, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8200, loss: 2.8200 2020-07-03 03:52:36,110 - mmaction - INFO - Epoch [150][220/627] lr: 2.235e-01, eta: 15:28:51, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6078, loss: 2.6078 2020-07-03 03:52:52,347 - mmaction - INFO - Epoch [150][240/627] lr: 2.235e-01, eta: 15:28:34, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5074, loss: 2.5074 2020-07-03 03:53:08,509 - mmaction - INFO - Epoch [150][260/627] lr: 2.235e-01, eta: 15:28:16, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.7137, loss: 2.7137 2020-07-03 03:53:25,142 - mmaction - INFO - Epoch [150][280/627] lr: 2.235e-01, eta: 15:27:59, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.6198, loss: 2.6198 2020-07-03 03:53:41,775 - mmaction - INFO - Epoch [150][300/627] lr: 2.235e-01, eta: 15:27:43, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.7617, loss: 2.7617 2020-07-03 03:53:57,896 - mmaction - INFO - Epoch [150][320/627] lr: 2.235e-01, eta: 15:27:25, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6406, loss_cls: 2.7346, loss: 2.7346 2020-07-03 03:54:14,635 - mmaction - INFO - Epoch [150][340/627] lr: 2.235e-01, eta: 15:27:08, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.6896, loss: 2.6896 2020-07-03 03:54:30,799 - mmaction - INFO - Epoch [150][360/627] lr: 2.235e-01, eta: 15:26:51, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8058, loss: 2.8058 2020-07-03 03:54:47,522 - mmaction - INFO - Epoch [150][380/627] lr: 2.235e-01, eta: 15:26:34, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.5713, loss: 2.5713 2020-07-03 03:55:03,766 - mmaction - INFO - Epoch [150][400/627] lr: 2.235e-01, eta: 15:26:17, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7123, loss: 2.7123 2020-07-03 03:55:19,917 - mmaction - INFO - Epoch [150][420/627] lr: 2.235e-01, eta: 15:25:59, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.7919, loss: 2.7919 2020-07-03 03:55:36,524 - mmaction - INFO - Epoch [150][440/627] lr: 2.235e-01, eta: 15:25:43, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.7217, loss: 2.7217 2020-07-03 03:55:53,139 - mmaction - INFO - Epoch [150][460/627] lr: 2.235e-01, eta: 15:25:26, time: 0.834, data_time: 0.005, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6281, loss_cls: 2.8001, loss: 2.8001 2020-07-03 03:56:10,124 - mmaction - INFO - Epoch [150][480/627] lr: 2.235e-01, eta: 15:25:10, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.3969, top5_acc: 0.7188, loss_cls: 2.3943, loss: 2.3943 2020-07-03 03:56:26,853 - mmaction - INFO - Epoch [150][500/627] lr: 2.235e-01, eta: 15:24:53, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7555, loss: 2.7555 2020-07-03 03:56:43,561 - mmaction - INFO - Epoch [150][520/627] lr: 2.235e-01, eta: 15:24:37, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5747, loss: 2.5747 2020-07-03 03:56:59,888 - mmaction - INFO - Epoch [150][540/627] lr: 2.235e-01, eta: 15:24:19, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5286, loss: 2.5286 2020-07-03 03:57:16,490 - mmaction - INFO - Epoch [150][560/627] lr: 2.235e-01, eta: 15:24:03, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.5596, loss: 2.5596 2020-07-03 03:57:32,825 - mmaction - INFO - Epoch [150][580/627] lr: 2.235e-01, eta: 15:23:45, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6250, loss_cls: 2.7058, loss: 2.7058 2020-07-03 03:57:49,330 - mmaction - INFO - Epoch [150][600/627] lr: 2.235e-01, eta: 15:23:28, time: 0.829, data_time: 0.005, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7118, loss: 2.7118 2020-07-03 03:58:05,440 - mmaction - INFO - Epoch [150][620/627] lr: 2.235e-01, eta: 15:23:11, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7031, loss_cls: 2.5137, loss: 2.5137 2020-07-03 03:58:33,263 - mmaction - INFO - Epoch [151][20/627] lr: 2.200e-01, eta: 15:22:48, time: 1.126, data_time: 0.295, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6469, loss_cls: 2.6967, loss: 2.6967 2020-07-03 03:58:49,857 - mmaction - INFO - Epoch [151][40/627] lr: 2.200e-01, eta: 15:22:32, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6202, loss: 2.6202 2020-07-03 03:59:06,368 - mmaction - INFO - Epoch [151][60/627] lr: 2.200e-01, eta: 15:22:15, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6346, loss: 2.6346 2020-07-03 03:59:22,559 - mmaction - INFO - Epoch [151][80/627] lr: 2.200e-01, eta: 15:21:57, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.6016, loss: 2.6016 2020-07-03 03:59:38,711 - mmaction - INFO - Epoch [151][100/627] lr: 2.200e-01, eta: 15:21:40, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.3854, loss: 2.3854 2020-07-03 03:59:54,874 - mmaction - INFO - Epoch [151][120/627] lr: 2.200e-01, eta: 15:21:22, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6466, loss: 2.6466 2020-07-03 04:00:18,668 - mmaction - INFO - Epoch [151][140/627] lr: 2.200e-01, eta: 15:21:17, time: 1.179, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.5340, loss: 2.5340 2020-07-03 04:00:34,940 - mmaction - INFO - Epoch [151][160/627] lr: 2.200e-01, eta: 15:21:00, time: 0.825, data_time: 0.016, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7763, loss: 2.7763 2020-07-03 04:00:51,651 - mmaction - INFO - Epoch [151][180/627] lr: 2.200e-01, eta: 15:20:44, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.8839, loss: 2.8839 2020-07-03 04:01:07,946 - mmaction - INFO - Epoch [151][200/627] lr: 2.200e-01, eta: 15:20:26, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.5891, loss: 2.5891 2020-07-03 04:01:24,477 - mmaction - INFO - Epoch [151][220/627] lr: 2.200e-01, eta: 15:20:09, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.7972, loss: 2.7972 2020-07-03 04:01:40,676 - mmaction - INFO - Epoch [151][240/627] lr: 2.200e-01, eta: 15:19:52, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4647, loss: 2.4647 2020-07-03 04:01:57,623 - mmaction - INFO - Epoch [151][260/627] lr: 2.200e-01, eta: 15:19:36, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5733, loss: 2.5733 2020-07-03 04:02:13,805 - mmaction - INFO - Epoch [151][280/627] lr: 2.200e-01, eta: 15:19:18, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.5627, loss: 2.5627 2020-07-03 04:02:30,132 - mmaction - INFO - Epoch [151][300/627] lr: 2.200e-01, eta: 15:19:01, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6656, loss_cls: 2.5471, loss: 2.5471 2020-07-03 04:02:46,806 - mmaction - INFO - Epoch [151][320/627] lr: 2.200e-01, eta: 15:18:44, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4183, loss: 2.4183 2020-07-03 04:03:03,237 - mmaction - INFO - Epoch [151][340/627] lr: 2.200e-01, eta: 15:18:27, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8271, loss: 2.8271 2020-07-03 04:03:19,863 - mmaction - INFO - Epoch [151][360/627] lr: 2.200e-01, eta: 15:18:10, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8028, loss: 2.8028 2020-07-03 04:03:36,076 - mmaction - INFO - Epoch [151][380/627] lr: 2.200e-01, eta: 15:17:53, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5642, loss: 2.5642 2020-07-03 04:03:52,200 - mmaction - INFO - Epoch [151][400/627] lr: 2.200e-01, eta: 15:17:35, time: 0.808, data_time: 0.004, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6469, loss_cls: 2.6702, loss: 2.6702 2020-07-03 04:04:08,408 - mmaction - INFO - Epoch [151][420/627] lr: 2.200e-01, eta: 15:17:18, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.6968, loss: 2.6968 2020-07-03 04:04:25,272 - mmaction - INFO - Epoch [151][440/627] lr: 2.200e-01, eta: 15:17:02, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.5767, loss: 2.5767 2020-07-03 04:04:41,906 - mmaction - INFO - Epoch [151][460/627] lr: 2.200e-01, eta: 15:16:45, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.5287, loss: 2.5287 2020-07-03 04:04:58,484 - mmaction - INFO - Epoch [151][480/627] lr: 2.200e-01, eta: 15:16:28, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.6655, loss: 2.6655 2020-07-03 04:05:14,633 - mmaction - INFO - Epoch [151][500/627] lr: 2.200e-01, eta: 15:16:11, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4857, loss: 2.4857 2020-07-03 04:05:31,292 - mmaction - INFO - Epoch [151][520/627] lr: 2.200e-01, eta: 15:15:54, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.8532, loss: 2.8532 2020-07-03 04:05:47,835 - mmaction - INFO - Epoch [151][540/627] lr: 2.200e-01, eta: 15:15:37, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6146, loss: 2.6146 2020-07-03 04:06:04,052 - mmaction - INFO - Epoch [151][560/627] lr: 2.200e-01, eta: 15:15:20, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.6867, loss: 2.6867 2020-07-03 04:06:21,462 - mmaction - INFO - Epoch [151][580/627] lr: 2.200e-01, eta: 15:15:04, time: 0.871, data_time: 0.008, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5414, loss: 2.5414 2020-07-03 04:06:38,140 - mmaction - INFO - Epoch [151][600/627] lr: 2.200e-01, eta: 15:14:48, time: 0.834, data_time: 0.015, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.6890, loss: 2.6890 2020-07-03 04:06:55,065 - mmaction - INFO - Epoch [151][620/627] lr: 2.200e-01, eta: 15:14:31, time: 0.847, data_time: 0.006, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.4382, loss: 2.4382 2020-07-03 04:07:26,803 - mmaction - INFO - Epoch [152][20/627] lr: 2.164e-01, eta: 15:14:15, time: 1.318, data_time: 0.496, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.5323, loss: 2.5323 2020-07-03 04:07:43,305 - mmaction - INFO - Epoch [152][40/627] lr: 2.164e-01, eta: 15:13:58, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.5244, loss: 2.5244 2020-07-03 04:07:59,479 - mmaction - INFO - Epoch [152][60/627] lr: 2.164e-01, eta: 15:13:41, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.5554, loss: 2.5554 2020-07-03 04:08:16,505 - mmaction - INFO - Epoch [152][80/627] lr: 2.164e-01, eta: 15:13:25, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6647, loss: 2.6647 2020-07-03 04:08:33,091 - mmaction - INFO - Epoch [152][100/627] lr: 2.164e-01, eta: 15:13:08, time: 0.831, data_time: 0.010, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.5072, loss: 2.5072 2020-07-03 04:08:49,855 - mmaction - INFO - Epoch [152][120/627] lr: 2.164e-01, eta: 15:12:51, time: 0.837, data_time: 0.015, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.6751, loss: 2.6751 2020-07-03 04:09:06,538 - mmaction - INFO - Epoch [152][140/627] lr: 2.164e-01, eta: 15:12:35, time: 0.835, data_time: 0.008, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6770, loss: 2.6770 2020-07-03 04:09:22,758 - mmaction - INFO - Epoch [152][160/627] lr: 2.164e-01, eta: 15:12:17, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5153, loss: 2.5153 2020-07-03 04:09:38,996 - mmaction - INFO - Epoch [152][180/627] lr: 2.164e-01, eta: 15:12:00, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.4937, loss: 2.4937 2020-07-03 04:09:55,659 - mmaction - INFO - Epoch [152][200/627] lr: 2.164e-01, eta: 15:11:43, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5983, loss: 2.5983 2020-07-03 04:10:12,224 - mmaction - INFO - Epoch [152][220/627] lr: 2.164e-01, eta: 15:11:26, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.5048, loss: 2.5048 2020-07-03 04:10:28,871 - mmaction - INFO - Epoch [152][240/627] lr: 2.164e-01, eta: 15:11:10, time: 0.831, data_time: 0.006, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.5942, loss: 2.5942 2020-07-03 04:10:45,191 - mmaction - INFO - Epoch [152][260/627] lr: 2.164e-01, eta: 15:10:53, time: 0.817, data_time: 0.007, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.7055, loss: 2.7055 2020-07-03 04:11:02,048 - mmaction - INFO - Epoch [152][280/627] lr: 2.164e-01, eta: 15:10:36, time: 0.842, data_time: 0.005, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6656, loss_cls: 2.6683, loss: 2.6683 2020-07-03 04:11:18,518 - mmaction - INFO - Epoch [152][300/627] lr: 2.164e-01, eta: 15:10:19, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4647, loss: 2.4647 2020-07-03 04:11:34,650 - mmaction - INFO - Epoch [152][320/627] lr: 2.164e-01, eta: 15:10:02, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8408, loss: 2.8408 2020-07-03 04:11:51,336 - mmaction - INFO - Epoch [152][340/627] lr: 2.164e-01, eta: 15:09:45, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.4536, loss: 2.4536 2020-07-03 04:12:07,860 - mmaction - INFO - Epoch [152][360/627] lr: 2.164e-01, eta: 15:09:28, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7535, loss: 2.7535 2020-07-03 04:12:24,491 - mmaction - INFO - Epoch [152][380/627] lr: 2.164e-01, eta: 15:09:11, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6238, loss: 2.6238 2020-07-03 04:12:41,104 - mmaction - INFO - Epoch [152][400/627] lr: 2.164e-01, eta: 15:08:55, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6438, loss_cls: 2.7032, loss: 2.7032 2020-07-03 04:12:57,342 - mmaction - INFO - Epoch [152][420/627] lr: 2.164e-01, eta: 15:08:37, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5755, loss: 2.5755 2020-07-03 04:13:13,879 - mmaction - INFO - Epoch [152][440/627] lr: 2.164e-01, eta: 15:08:20, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5834, loss: 2.5834 2020-07-03 04:13:30,087 - mmaction - INFO - Epoch [152][460/627] lr: 2.164e-01, eta: 15:08:03, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6531, loss_cls: 2.5598, loss: 2.5598 2020-07-03 04:13:46,248 - mmaction - INFO - Epoch [152][480/627] lr: 2.164e-01, eta: 15:07:45, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.8152, loss: 2.8152 2020-07-03 04:14:02,376 - mmaction - INFO - Epoch [152][500/627] lr: 2.164e-01, eta: 15:07:28, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6978, loss: 2.6978 2020-07-03 04:14:18,908 - mmaction - INFO - Epoch [152][520/627] lr: 2.164e-01, eta: 15:07:11, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.5970, loss: 2.5970 2020-07-03 04:14:35,329 - mmaction - INFO - Epoch [152][540/627] lr: 2.164e-01, eta: 15:06:54, time: 0.821, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7334, loss: 2.7334 2020-07-03 04:14:51,516 - mmaction - INFO - Epoch [152][560/627] lr: 2.164e-01, eta: 15:06:36, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.6445, loss: 2.6445 2020-07-03 04:15:07,754 - mmaction - INFO - Epoch [152][580/627] lr: 2.164e-01, eta: 15:06:19, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.6210, loss: 2.6210 2020-07-03 04:15:23,920 - mmaction - INFO - Epoch [152][600/627] lr: 2.164e-01, eta: 15:06:02, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6500, loss_cls: 2.5808, loss: 2.5808 2020-07-03 04:15:40,438 - mmaction - INFO - Epoch [152][620/627] lr: 2.164e-01, eta: 15:05:45, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.5414, loss: 2.5414 2020-07-03 04:15:45,603 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-07-03 04:16:08,219 - mmaction - INFO - Epoch [153][20/627] lr: 2.129e-01, eta: 15:05:20, time: 1.046, data_time: 0.240, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4506, loss: 2.4506 2020-07-03 04:16:24,431 - mmaction - INFO - Epoch [153][40/627] lr: 2.129e-01, eta: 15:05:02, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.4973, loss: 2.4973 2020-07-03 04:16:40,546 - mmaction - INFO - Epoch [153][60/627] lr: 2.129e-01, eta: 15:04:45, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6562, loss_cls: 2.6197, loss: 2.6197 2020-07-03 04:16:57,077 - mmaction - INFO - Epoch [153][80/627] lr: 2.129e-01, eta: 15:04:28, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6219, loss_cls: 2.6793, loss: 2.6793 2020-07-03 04:17:13,679 - mmaction - INFO - Epoch [153][100/627] lr: 2.129e-01, eta: 15:04:11, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5746, loss: 2.5746 2020-07-03 04:17:30,296 - mmaction - INFO - Epoch [153][120/627] lr: 2.129e-01, eta: 15:03:54, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5163, loss: 2.5163 2020-07-03 04:17:46,504 - mmaction - INFO - Epoch [153][140/627] lr: 2.129e-01, eta: 15:03:37, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5686, loss: 2.5686 2020-07-03 04:18:02,693 - mmaction - INFO - Epoch [153][160/627] lr: 2.129e-01, eta: 15:03:19, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6656, loss_cls: 2.5788, loss: 2.5788 2020-07-03 04:18:19,265 - mmaction - INFO - Epoch [153][180/627] lr: 2.129e-01, eta: 15:03:03, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4053, loss: 2.4053 2020-07-03 04:18:35,498 - mmaction - INFO - Epoch [153][200/627] lr: 2.129e-01, eta: 15:02:45, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.5313, loss: 2.5313 2020-07-03 04:18:52,088 - mmaction - INFO - Epoch [153][220/627] lr: 2.129e-01, eta: 15:02:28, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7519, loss: 2.7519 2020-07-03 04:19:08,641 - mmaction - INFO - Epoch [153][240/627] lr: 2.129e-01, eta: 15:02:12, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6844, loss_cls: 2.5246, loss: 2.5246 2020-07-03 04:19:24,885 - mmaction - INFO - Epoch [153][260/627] lr: 2.129e-01, eta: 15:01:54, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6196, loss: 2.6196 2020-07-03 04:19:41,051 - mmaction - INFO - Epoch [153][280/627] lr: 2.129e-01, eta: 15:01:37, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6531, loss_cls: 2.6716, loss: 2.6716 2020-07-03 04:19:57,189 - mmaction - INFO - Epoch [153][300/627] lr: 2.129e-01, eta: 15:01:19, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.5584, loss: 2.5584 2020-07-03 04:20:13,800 - mmaction - INFO - Epoch [153][320/627] lr: 2.129e-01, eta: 15:01:03, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5151, loss: 2.5151 2020-07-03 04:20:30,935 - mmaction - INFO - Epoch [153][340/627] lr: 2.129e-01, eta: 15:00:47, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5377, loss: 2.5377 2020-07-03 04:20:47,444 - mmaction - INFO - Epoch [153][360/627] lr: 2.129e-01, eta: 15:00:30, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.5440, loss: 2.5440 2020-07-03 04:21:03,644 - mmaction - INFO - Epoch [153][380/627] lr: 2.129e-01, eta: 15:00:12, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6562, loss_cls: 2.5256, loss: 2.5256 2020-07-03 04:21:19,898 - mmaction - INFO - Epoch [153][400/627] lr: 2.129e-01, eta: 14:59:55, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.6703, loss: 2.6703 2020-07-03 04:21:36,139 - mmaction - INFO - Epoch [153][420/627] lr: 2.129e-01, eta: 14:59:38, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3004, loss: 2.3004 2020-07-03 04:21:53,465 - mmaction - INFO - Epoch [153][440/627] lr: 2.129e-01, eta: 14:59:22, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.6720, loss: 2.6720 2020-07-03 04:22:10,213 - mmaction - INFO - Epoch [153][460/627] lr: 2.129e-01, eta: 14:59:06, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6312, loss_cls: 2.6823, loss: 2.6823 2020-07-03 04:22:26,818 - mmaction - INFO - Epoch [153][480/627] lr: 2.129e-01, eta: 14:58:49, time: 0.831, data_time: 0.006, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.3612, loss: 2.3612 2020-07-03 04:22:43,550 - mmaction - INFO - Epoch [153][500/627] lr: 2.129e-01, eta: 14:58:32, time: 0.835, data_time: 0.006, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6312, loss_cls: 2.6961, loss: 2.6961 2020-07-03 04:22:59,956 - mmaction - INFO - Epoch [153][520/627] lr: 2.129e-01, eta: 14:58:15, time: 0.819, data_time: 0.005, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.7747, loss: 2.7747 2020-07-03 04:23:16,744 - mmaction - INFO - Epoch [153][540/627] lr: 2.129e-01, eta: 14:57:59, time: 0.841, data_time: 0.014, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.6040, loss: 2.6040 2020-07-03 04:23:32,908 - mmaction - INFO - Epoch [153][560/627] lr: 2.129e-01, eta: 14:57:41, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5219, loss: 2.5219 2020-07-03 04:23:49,172 - mmaction - INFO - Epoch [153][580/627] lr: 2.129e-01, eta: 14:57:24, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.5406, loss: 2.5406 2020-07-03 04:24:05,685 - mmaction - INFO - Epoch [153][600/627] lr: 2.129e-01, eta: 14:57:07, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5324, loss: 2.5324 2020-07-03 04:24:22,470 - mmaction - INFO - Epoch [153][620/627] lr: 2.129e-01, eta: 14:56:51, time: 0.839, data_time: 0.006, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6781, loss_cls: 2.6916, loss: 2.6916 2020-07-03 04:25:11,910 - mmaction - INFO - Epoch [154][20/627] lr: 2.094e-01, eta: 14:57:02, time: 2.207, data_time: 1.243, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.5098, loss: 2.5098 2020-07-03 04:25:28,766 - mmaction - INFO - Epoch [154][40/627] lr: 2.094e-01, eta: 14:56:46, time: 0.842, data_time: 0.009, memory: 11097, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.4359, loss: 2.4359 2020-07-03 04:25:45,018 - mmaction - INFO - Epoch [154][60/627] lr: 2.094e-01, eta: 14:56:29, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.5712, loss: 2.5712 2020-07-03 04:26:01,529 - mmaction - INFO - Epoch [154][80/627] lr: 2.094e-01, eta: 14:56:12, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5498, loss: 2.5498 2020-07-03 04:26:17,685 - mmaction - INFO - Epoch [154][100/627] lr: 2.094e-01, eta: 14:55:54, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.5661, loss: 2.5661 2020-07-03 04:26:33,882 - mmaction - INFO - Epoch [154][120/627] lr: 2.094e-01, eta: 14:55:37, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.4728, loss: 2.4728 2020-07-03 04:26:50,500 - mmaction - INFO - Epoch [154][140/627] lr: 2.094e-01, eta: 14:55:20, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.5864, loss: 2.5864 2020-07-03 04:27:07,019 - mmaction - INFO - Epoch [154][160/627] lr: 2.094e-01, eta: 14:55:03, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.6253, loss: 2.6253 2020-07-03 04:27:23,545 - mmaction - INFO - Epoch [154][180/627] lr: 2.094e-01, eta: 14:54:46, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.5224, loss: 2.5224 2020-07-03 04:27:40,480 - mmaction - INFO - Epoch [154][200/627] lr: 2.094e-01, eta: 14:54:30, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.8029, loss: 2.8029 2020-07-03 04:27:56,750 - mmaction - INFO - Epoch [154][220/627] lr: 2.094e-01, eta: 14:54:13, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4865, loss: 2.4865 2020-07-03 04:28:13,746 - mmaction - INFO - Epoch [154][240/627] lr: 2.094e-01, eta: 14:53:56, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6059, loss: 2.6059 2020-07-03 04:28:29,989 - mmaction - INFO - Epoch [154][260/627] lr: 2.094e-01, eta: 14:53:39, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.4536, loss: 2.4536 2020-07-03 04:28:46,276 - mmaction - INFO - Epoch [154][280/627] lr: 2.094e-01, eta: 14:53:22, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.3627, loss: 2.3627 2020-07-03 04:29:02,522 - mmaction - INFO - Epoch [154][300/627] lr: 2.094e-01, eta: 14:53:04, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.5676, loss: 2.5676 2020-07-03 04:29:18,983 - mmaction - INFO - Epoch [154][320/627] lr: 2.094e-01, eta: 14:52:47, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.6090, loss: 2.6090 2020-07-03 04:29:35,172 - mmaction - INFO - Epoch [154][340/627] lr: 2.094e-01, eta: 14:52:30, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5606, loss: 2.5606 2020-07-03 04:29:51,404 - mmaction - INFO - Epoch [154][360/627] lr: 2.094e-01, eta: 14:52:13, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6594, loss_cls: 2.6049, loss: 2.6049 2020-07-03 04:30:07,609 - mmaction - INFO - Epoch [154][380/627] lr: 2.094e-01, eta: 14:51:55, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6006, loss: 2.6006 2020-07-03 04:30:24,174 - mmaction - INFO - Epoch [154][400/627] lr: 2.094e-01, eta: 14:51:38, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6281, loss_cls: 2.7154, loss: 2.7154 2020-07-03 04:30:40,281 - mmaction - INFO - Epoch [154][420/627] lr: 2.094e-01, eta: 14:51:21, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.6577, loss: 2.6577 2020-07-03 04:30:56,856 - mmaction - INFO - Epoch [154][440/627] lr: 2.094e-01, eta: 14:51:04, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.5030, loss: 2.5030 2020-07-03 04:31:12,973 - mmaction - INFO - Epoch [154][460/627] lr: 2.094e-01, eta: 14:50:47, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.3531, loss: 2.3531 2020-07-03 04:31:29,497 - mmaction - INFO - Epoch [154][480/627] lr: 2.094e-01, eta: 14:50:30, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.4974, loss: 2.4974 2020-07-03 04:31:45,703 - mmaction - INFO - Epoch [154][500/627] lr: 2.094e-01, eta: 14:50:12, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6344, loss_cls: 2.6167, loss: 2.6167 2020-07-03 04:32:02,152 - mmaction - INFO - Epoch [154][520/627] lr: 2.094e-01, eta: 14:49:55, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.3820, loss: 2.3820 2020-07-03 04:32:18,395 - mmaction - INFO - Epoch [154][540/627] lr: 2.094e-01, eta: 14:49:38, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.5966, loss: 2.5966 2020-07-03 04:32:34,584 - mmaction - INFO - Epoch [154][560/627] lr: 2.094e-01, eta: 14:49:20, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7002, loss: 2.7002 2020-07-03 04:32:50,942 - mmaction - INFO - Epoch [154][580/627] lr: 2.094e-01, eta: 14:49:03, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.4290, loss: 2.4290 2020-07-03 04:33:07,050 - mmaction - INFO - Epoch [154][600/627] lr: 2.094e-01, eta: 14:48:46, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.6973, loss: 2.6973 2020-07-03 04:33:23,220 - mmaction - INFO - Epoch [154][620/627] lr: 2.094e-01, eta: 14:48:28, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6750, loss_cls: 2.5635, loss: 2.5635 2020-07-03 04:33:51,414 - mmaction - INFO - Epoch [155][20/627] lr: 2.059e-01, eta: 14:48:06, time: 1.145, data_time: 0.293, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6576, loss: 2.6576 2020-07-03 04:34:07,985 - mmaction - INFO - Epoch [155][40/627] lr: 2.059e-01, eta: 14:47:50, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.6047, loss: 2.6047 2020-07-03 04:34:24,500 - mmaction - INFO - Epoch [155][60/627] lr: 2.059e-01, eta: 14:47:33, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5302, loss: 2.5302 2020-07-03 04:34:40,673 - mmaction - INFO - Epoch [155][80/627] lr: 2.059e-01, eta: 14:47:15, time: 0.811, data_time: 0.005, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7290, loss: 2.7290 2020-07-03 04:34:57,235 - mmaction - INFO - Epoch [155][100/627] lr: 2.059e-01, eta: 14:46:58, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3894, loss: 2.3894 2020-07-03 04:35:13,360 - mmaction - INFO - Epoch [155][120/627] lr: 2.059e-01, eta: 14:46:41, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.6117, loss: 2.6117 2020-07-03 04:35:29,540 - mmaction - INFO - Epoch [155][140/627] lr: 2.059e-01, eta: 14:46:24, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.5541, loss: 2.5541 2020-07-03 04:35:45,753 - mmaction - INFO - Epoch [155][160/627] lr: 2.059e-01, eta: 14:46:06, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.4160, loss: 2.4160 2020-07-03 04:36:02,299 - mmaction - INFO - Epoch [155][180/627] lr: 2.059e-01, eta: 14:45:49, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5259, loss: 2.5259 2020-07-03 04:36:19,030 - mmaction - INFO - Epoch [155][200/627] lr: 2.059e-01, eta: 14:45:33, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5478, loss: 2.5478 2020-07-03 04:36:35,162 - mmaction - INFO - Epoch [155][220/627] lr: 2.059e-01, eta: 14:45:15, time: 0.807, data_time: 0.004, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7896, loss: 2.7896 2020-07-03 04:36:51,410 - mmaction - INFO - Epoch [155][240/627] lr: 2.059e-01, eta: 14:44:58, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.6285, loss: 2.6285 2020-07-03 04:37:07,566 - mmaction - INFO - Epoch [155][260/627] lr: 2.059e-01, eta: 14:44:41, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7953, loss: 2.7953 2020-07-03 04:37:24,482 - mmaction - INFO - Epoch [155][280/627] lr: 2.059e-01, eta: 14:44:24, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.6000, loss: 2.6000 2020-07-03 04:37:41,107 - mmaction - INFO - Epoch [155][300/627] lr: 2.059e-01, eta: 14:44:07, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3862, loss: 2.3862 2020-07-03 04:37:58,019 - mmaction - INFO - Epoch [155][320/627] lr: 2.059e-01, eta: 14:43:51, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.6505, loss: 2.6505 2020-07-03 04:38:14,197 - mmaction - INFO - Epoch [155][340/627] lr: 2.059e-01, eta: 14:43:34, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.6092, loss: 2.6092 2020-07-03 04:38:30,831 - mmaction - INFO - Epoch [155][360/627] lr: 2.059e-01, eta: 14:43:17, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.6998, loss: 2.6998 2020-07-03 04:38:47,046 - mmaction - INFO - Epoch [155][380/627] lr: 2.059e-01, eta: 14:43:00, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.5648, loss: 2.5648 2020-07-03 04:39:03,893 - mmaction - INFO - Epoch [155][400/627] lr: 2.059e-01, eta: 14:42:43, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4751, loss: 2.4751 2020-07-03 04:39:20,102 - mmaction - INFO - Epoch [155][420/627] lr: 2.059e-01, eta: 14:42:26, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4628, loss: 2.4628 2020-07-03 04:39:37,173 - mmaction - INFO - Epoch [155][440/627] lr: 2.059e-01, eta: 14:42:10, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4648, loss: 2.4648 2020-07-03 04:39:53,422 - mmaction - INFO - Epoch [155][460/627] lr: 2.059e-01, eta: 14:41:53, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.6048, loss: 2.6048 2020-07-03 04:40:10,303 - mmaction - INFO - Epoch [155][480/627] lr: 2.059e-01, eta: 14:41:36, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4977, loss: 2.4977 2020-07-03 04:40:26,471 - mmaction - INFO - Epoch [155][500/627] lr: 2.059e-01, eta: 14:41:19, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7364, loss: 2.7364 2020-07-03 04:40:42,604 - mmaction - INFO - Epoch [155][520/627] lr: 2.059e-01, eta: 14:41:01, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6188, loss_cls: 2.7809, loss: 2.7809 2020-07-03 04:40:58,859 - mmaction - INFO - Epoch [155][540/627] lr: 2.059e-01, eta: 14:40:44, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.6837, loss: 2.6837 2020-07-03 04:41:15,760 - mmaction - INFO - Epoch [155][560/627] lr: 2.059e-01, eta: 14:40:28, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.6266, loss: 2.6266 2020-07-03 04:41:31,934 - mmaction - INFO - Epoch [155][580/627] lr: 2.059e-01, eta: 14:40:10, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4918, loss: 2.4918 2020-07-03 04:41:48,118 - mmaction - INFO - Epoch [155][600/627] lr: 2.059e-01, eta: 14:39:53, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6687, loss_cls: 2.6448, loss: 2.6448 2020-07-03 04:42:04,249 - mmaction - INFO - Epoch [155][620/627] lr: 2.059e-01, eta: 14:39:35, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9249, loss: 2.9249 2020-07-03 04:42:31,979 - mmaction - INFO - Epoch [156][20/627] lr: 2.024e-01, eta: 14:39:13, time: 1.123, data_time: 0.302, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6531, loss_cls: 2.6370, loss: 2.6370 2020-07-03 04:42:49,283 - mmaction - INFO - Epoch [156][40/627] lr: 2.024e-01, eta: 14:38:57, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6656, loss_cls: 2.4993, loss: 2.4993 2020-07-03 04:43:05,928 - mmaction - INFO - Epoch [156][60/627] lr: 2.024e-01, eta: 14:38:41, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3104, loss: 2.3104 2020-07-03 04:43:22,115 - mmaction - INFO - Epoch [156][80/627] lr: 2.024e-01, eta: 14:38:23, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.6704, loss: 2.6704 2020-07-03 04:43:38,817 - mmaction - INFO - Epoch [156][100/627] lr: 2.024e-01, eta: 14:38:07, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5202, loss: 2.5202 2020-07-03 04:43:54,919 - mmaction - INFO - Epoch [156][120/627] lr: 2.024e-01, eta: 14:37:49, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4002, loss: 2.4002 2020-07-03 04:44:11,497 - mmaction - INFO - Epoch [156][140/627] lr: 2.024e-01, eta: 14:37:32, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4778, loss: 2.4778 2020-07-03 04:44:27,636 - mmaction - INFO - Epoch [156][160/627] lr: 2.024e-01, eta: 14:37:15, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3059, loss: 2.3059 2020-07-03 04:44:43,906 - mmaction - INFO - Epoch [156][180/627] lr: 2.024e-01, eta: 14:36:58, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.7871, loss: 2.7871 2020-07-03 04:45:00,043 - mmaction - INFO - Epoch [156][200/627] lr: 2.024e-01, eta: 14:36:40, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.4831, loss: 2.4831 2020-07-03 04:45:16,207 - mmaction - INFO - Epoch [156][220/627] lr: 2.024e-01, eta: 14:36:23, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6438, loss_cls: 2.6378, loss: 2.6378 2020-07-03 04:45:32,782 - mmaction - INFO - Epoch [156][240/627] lr: 2.024e-01, eta: 14:36:06, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.6525, loss: 2.6525 2020-07-03 04:45:49,013 - mmaction - INFO - Epoch [156][260/627] lr: 2.024e-01, eta: 14:35:49, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.4628, loss: 2.4628 2020-07-03 04:46:05,275 - mmaction - INFO - Epoch [156][280/627] lr: 2.024e-01, eta: 14:35:31, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7639, loss: 2.7639 2020-07-03 04:46:21,459 - mmaction - INFO - Epoch [156][300/627] lr: 2.024e-01, eta: 14:35:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5322, loss: 2.5322 2020-07-03 04:46:37,786 - mmaction - INFO - Epoch [156][320/627] lr: 2.024e-01, eta: 14:34:57, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5172, loss: 2.5172 2020-07-03 04:46:54,854 - mmaction - INFO - Epoch [156][340/627] lr: 2.024e-01, eta: 14:34:41, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4308, loss: 2.4308 2020-07-03 04:47:11,039 - mmaction - INFO - Epoch [156][360/627] lr: 2.024e-01, eta: 14:34:23, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7438, loss_cls: 2.3477, loss: 2.3477 2020-07-03 04:47:27,594 - mmaction - INFO - Epoch [156][380/627] lr: 2.024e-01, eta: 14:34:06, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6344, loss_cls: 2.6762, loss: 2.6762 2020-07-03 04:47:43,805 - mmaction - INFO - Epoch [156][400/627] lr: 2.024e-01, eta: 14:33:49, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6594, loss_cls: 2.5551, loss: 2.5551 2020-07-03 04:48:00,006 - mmaction - INFO - Epoch [156][420/627] lr: 2.024e-01, eta: 14:33:32, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.3656, top5_acc: 0.6625, loss_cls: 2.6742, loss: 2.6742 2020-07-03 04:48:16,624 - mmaction - INFO - Epoch [156][440/627] lr: 2.024e-01, eta: 14:33:15, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.6077, loss: 2.6077 2020-07-03 04:48:32,801 - mmaction - INFO - Epoch [156][460/627] lr: 2.024e-01, eta: 14:32:58, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5243, loss: 2.5243 2020-07-03 04:48:48,920 - mmaction - INFO - Epoch [156][480/627] lr: 2.024e-01, eta: 14:32:40, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4133, loss: 2.4133 2020-07-03 04:49:05,609 - mmaction - INFO - Epoch [156][500/627] lr: 2.024e-01, eta: 14:32:24, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.5821, loss: 2.5821 2020-07-03 04:49:21,803 - mmaction - INFO - Epoch [156][520/627] lr: 2.024e-01, eta: 14:32:06, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.5215, loss: 2.5215 2020-07-03 04:49:37,968 - mmaction - INFO - Epoch [156][540/627] lr: 2.024e-01, eta: 14:31:49, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4576, loss: 2.4576 2020-07-03 04:49:54,180 - mmaction - INFO - Epoch [156][560/627] lr: 2.024e-01, eta: 14:31:31, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6326, loss: 2.6326 2020-07-03 04:50:10,826 - mmaction - INFO - Epoch [156][580/627] lr: 2.024e-01, eta: 14:31:15, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.5705, loss: 2.5705 2020-07-03 04:50:27,305 - mmaction - INFO - Epoch [156][600/627] lr: 2.024e-01, eta: 14:30:58, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.5524, loss: 2.5524 2020-07-03 04:50:43,449 - mmaction - INFO - Epoch [156][620/627] lr: 2.024e-01, eta: 14:30:40, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.4663, loss: 2.4663 2020-07-03 04:50:48,677 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-07-03 04:51:13,282 - mmaction - INFO - Epoch [157][20/627] lr: 1.989e-01, eta: 14:30:16, time: 1.043, data_time: 0.237, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5931, loss: 2.5931 2020-07-03 04:51:29,444 - mmaction - INFO - Epoch [157][40/627] lr: 1.989e-01, eta: 14:29:58, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4547, loss: 2.4547 2020-07-03 04:51:45,994 - mmaction - INFO - Epoch [157][60/627] lr: 1.989e-01, eta: 14:29:41, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.4489, loss: 2.4489 2020-07-03 04:52:02,153 - mmaction - INFO - Epoch [157][80/627] lr: 1.989e-01, eta: 14:29:24, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4514, loss: 2.4514 2020-07-03 04:52:18,736 - mmaction - INFO - Epoch [157][100/627] lr: 1.989e-01, eta: 14:29:07, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5453, loss: 2.5453 2020-07-03 04:52:35,277 - mmaction - INFO - Epoch [157][120/627] lr: 1.989e-01, eta: 14:28:50, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6620, loss: 2.6620 2020-07-03 04:52:51,902 - mmaction - INFO - Epoch [157][140/627] lr: 1.989e-01, eta: 14:28:34, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4015, loss: 2.4015 2020-07-03 04:53:08,139 - mmaction - INFO - Epoch [157][160/627] lr: 1.989e-01, eta: 14:28:16, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.5078, loss: 2.5078 2020-07-03 04:53:25,581 - mmaction - INFO - Epoch [157][180/627] lr: 1.989e-01, eta: 14:28:01, time: 0.872, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3768, loss: 2.3768 2020-07-03 04:53:42,168 - mmaction - INFO - Epoch [157][200/627] lr: 1.989e-01, eta: 14:27:44, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4656, loss: 2.4656 2020-07-03 04:53:58,258 - mmaction - INFO - Epoch [157][220/627] lr: 1.989e-01, eta: 14:27:27, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.5856, loss: 2.5856 2020-07-03 04:54:14,912 - mmaction - INFO - Epoch [157][240/627] lr: 1.989e-01, eta: 14:27:10, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.5850, loss: 2.5850 2020-07-03 04:54:32,032 - mmaction - INFO - Epoch [157][260/627] lr: 1.989e-01, eta: 14:26:54, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6625, loss_cls: 2.5239, loss: 2.5239 2020-07-03 04:54:48,629 - mmaction - INFO - Epoch [157][280/627] lr: 1.989e-01, eta: 14:26:37, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6948, loss: 2.6948 2020-07-03 04:55:05,197 - mmaction - INFO - Epoch [157][300/627] lr: 1.989e-01, eta: 14:26:20, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.3932, loss: 2.3932 2020-07-03 04:55:21,437 - mmaction - INFO - Epoch [157][320/627] lr: 1.989e-01, eta: 14:26:03, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.6459, loss: 2.6459 2020-07-03 04:55:38,089 - mmaction - INFO - Epoch [157][340/627] lr: 1.989e-01, eta: 14:25:46, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4956, loss: 2.4956 2020-07-03 04:55:54,334 - mmaction - INFO - Epoch [157][360/627] lr: 1.989e-01, eta: 14:25:29, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6625, loss_cls: 2.4135, loss: 2.4135 2020-07-03 04:56:10,624 - mmaction - INFO - Epoch [157][380/627] lr: 1.989e-01, eta: 14:25:12, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4754, loss: 2.4754 2020-07-03 04:56:26,891 - mmaction - INFO - Epoch [157][400/627] lr: 1.989e-01, eta: 14:24:55, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5724, loss: 2.5724 2020-07-03 04:56:43,091 - mmaction - INFO - Epoch [157][420/627] lr: 1.989e-01, eta: 14:24:37, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.7421, loss: 2.7421 2020-07-03 04:56:59,681 - mmaction - INFO - Epoch [157][440/627] lr: 1.989e-01, eta: 14:24:21, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3038, loss: 2.3038 2020-07-03 04:57:15,827 - mmaction - INFO - Epoch [157][460/627] lr: 1.989e-01, eta: 14:24:03, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5627, loss: 2.5627 2020-07-03 04:57:32,023 - mmaction - INFO - Epoch [157][480/627] lr: 1.989e-01, eta: 14:23:46, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3499, loss: 2.3499 2020-07-03 04:57:48,105 - mmaction - INFO - Epoch [157][500/627] lr: 1.989e-01, eta: 14:23:28, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5485, loss: 2.5485 2020-07-03 04:58:04,315 - mmaction - INFO - Epoch [157][520/627] lr: 1.989e-01, eta: 14:23:11, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.3052, loss: 2.3052 2020-07-03 04:58:21,172 - mmaction - INFO - Epoch [157][540/627] lr: 1.989e-01, eta: 14:22:55, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6687, loss_cls: 2.5178, loss: 2.5178 2020-07-03 04:58:37,665 - mmaction - INFO - Epoch [157][560/627] lr: 1.989e-01, eta: 14:22:38, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.7978, loss: 2.7978 2020-07-03 04:58:53,796 - mmaction - INFO - Epoch [157][580/627] lr: 1.989e-01, eta: 14:22:20, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6844, loss_cls: 2.4595, loss: 2.4595 2020-07-03 04:59:10,043 - mmaction - INFO - Epoch [157][600/627] lr: 1.989e-01, eta: 14:22:03, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5540, loss: 2.5540 2020-07-03 04:59:26,259 - mmaction - INFO - Epoch [157][620/627] lr: 1.989e-01, eta: 14:21:46, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5551, loss: 2.5551 2020-07-03 04:59:54,225 - mmaction - INFO - Epoch [158][20/627] lr: 1.955e-01, eta: 14:21:24, time: 1.131, data_time: 0.293, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3470, loss: 2.3470 2020-07-03 05:00:15,412 - mmaction - INFO - Epoch [158][40/627] lr: 1.955e-01, eta: 14:21:13, time: 1.056, data_time: 0.005, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6093, loss: 2.6093 2020-07-03 05:00:32,066 - mmaction - INFO - Epoch [158][60/627] lr: 1.955e-01, eta: 14:20:57, time: 0.837, data_time: 0.011, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.5255, loss: 2.5255 2020-07-03 05:00:48,288 - mmaction - INFO - Epoch [158][80/627] lr: 1.955e-01, eta: 14:20:40, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6234, loss: 2.6234 2020-07-03 05:01:04,471 - mmaction - INFO - Epoch [158][100/627] lr: 1.955e-01, eta: 14:20:22, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.3509, loss: 2.3509 2020-07-03 05:01:21,391 - mmaction - INFO - Epoch [158][120/627] lr: 1.955e-01, eta: 14:20:06, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4226, loss: 2.4226 2020-07-03 05:01:37,608 - mmaction - INFO - Epoch [158][140/627] lr: 1.955e-01, eta: 14:19:49, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.5221, loss: 2.5221 2020-07-03 05:01:53,956 - mmaction - INFO - Epoch [158][160/627] lr: 1.955e-01, eta: 14:19:31, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6594, loss_cls: 2.5208, loss: 2.5208 2020-07-03 05:02:10,152 - mmaction - INFO - Epoch [158][180/627] lr: 1.955e-01, eta: 14:19:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.6563, loss: 2.6563 2020-07-03 05:02:26,802 - mmaction - INFO - Epoch [158][200/627] lr: 1.955e-01, eta: 14:18:57, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7278, loss: 2.7278 2020-07-03 05:02:43,003 - mmaction - INFO - Epoch [158][220/627] lr: 1.955e-01, eta: 14:18:40, time: 0.813, data_time: 0.005, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.6899, loss: 2.6899 2020-07-03 05:02:59,161 - mmaction - INFO - Epoch [158][240/627] lr: 1.955e-01, eta: 14:18:23, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6344, loss_cls: 2.6588, loss: 2.6588 2020-07-03 05:03:15,369 - mmaction - INFO - Epoch [158][260/627] lr: 1.955e-01, eta: 14:18:06, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.5782, loss: 2.5782 2020-07-03 05:03:31,893 - mmaction - INFO - Epoch [158][280/627] lr: 1.955e-01, eta: 14:17:49, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4818, loss: 2.4818 2020-07-03 05:03:48,072 - mmaction - INFO - Epoch [158][300/627] lr: 1.955e-01, eta: 14:17:31, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4679, loss: 2.4679 2020-07-03 05:04:04,740 - mmaction - INFO - Epoch [158][320/627] lr: 1.955e-01, eta: 14:17:15, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5115, loss: 2.5115 2020-07-03 05:04:20,949 - mmaction - INFO - Epoch [158][340/627] lr: 1.955e-01, eta: 14:16:57, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.4993, loss: 2.4993 2020-07-03 05:04:37,269 - mmaction - INFO - Epoch [158][360/627] lr: 1.955e-01, eta: 14:16:40, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.6708, loss: 2.6708 2020-07-03 05:04:53,735 - mmaction - INFO - Epoch [158][380/627] lr: 1.955e-01, eta: 14:16:23, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.4364, loss: 2.4364 2020-07-03 05:05:10,071 - mmaction - INFO - Epoch [158][400/627] lr: 1.955e-01, eta: 14:16:06, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6400, loss: 2.6400 2020-07-03 05:05:26,562 - mmaction - INFO - Epoch [158][420/627] lr: 1.955e-01, eta: 14:15:49, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.3750, top5_acc: 0.6562, loss_cls: 2.6738, loss: 2.6738 2020-07-03 05:05:42,737 - mmaction - INFO - Epoch [158][440/627] lr: 1.955e-01, eta: 14:15:32, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4478, loss: 2.4478 2020-07-03 05:05:58,925 - mmaction - INFO - Epoch [158][460/627] lr: 1.955e-01, eta: 14:15:15, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6344, loss_cls: 2.6398, loss: 2.6398 2020-07-03 05:06:15,468 - mmaction - INFO - Epoch [158][480/627] lr: 1.955e-01, eta: 14:14:58, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5391, loss: 2.5391 2020-07-03 05:06:32,116 - mmaction - INFO - Epoch [158][500/627] lr: 1.955e-01, eta: 14:14:41, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.7149, loss: 2.7149 2020-07-03 05:06:48,250 - mmaction - INFO - Epoch [158][520/627] lr: 1.955e-01, eta: 14:14:24, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3274, loss: 2.3274 2020-07-03 05:07:04,491 - mmaction - INFO - Epoch [158][540/627] lr: 1.955e-01, eta: 14:14:07, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4721, loss: 2.4721 2020-07-03 05:07:20,621 - mmaction - INFO - Epoch [158][560/627] lr: 1.955e-01, eta: 14:13:49, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.5570, loss: 2.5570 2020-07-03 05:07:36,887 - mmaction - INFO - Epoch [158][580/627] lr: 1.955e-01, eta: 14:13:32, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4340, loss: 2.4340 2020-07-03 05:07:53,062 - mmaction - INFO - Epoch [158][600/627] lr: 1.955e-01, eta: 14:13:15, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4958, loss: 2.4958 2020-07-03 05:08:09,142 - mmaction - INFO - Epoch [158][620/627] lr: 1.955e-01, eta: 14:12:57, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5031, top5_acc: 0.6875, loss_cls: 2.4234, loss: 2.4234 2020-07-03 05:08:39,798 - mmaction - INFO - Epoch [159][20/627] lr: 1.920e-01, eta: 14:12:39, time: 1.266, data_time: 0.440, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6813, loss_cls: 2.3639, loss: 2.3639 2020-07-03 05:08:55,960 - mmaction - INFO - Epoch [159][40/627] lr: 1.920e-01, eta: 14:12:21, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5313, loss: 2.5313 2020-07-03 05:09:12,490 - mmaction - INFO - Epoch [159][60/627] lr: 1.920e-01, eta: 14:12:04, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5777, loss: 2.5777 2020-07-03 05:09:29,123 - mmaction - INFO - Epoch [159][80/627] lr: 1.920e-01, eta: 14:11:48, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6750, loss_cls: 2.5088, loss: 2.5088 2020-07-03 05:09:45,354 - mmaction - INFO - Epoch [159][100/627] lr: 1.920e-01, eta: 14:11:30, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.4496, loss: 2.4496 2020-07-03 05:10:01,577 - mmaction - INFO - Epoch [159][120/627] lr: 1.920e-01, eta: 14:11:13, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6559, loss: 2.6559 2020-07-03 05:10:17,711 - mmaction - INFO - Epoch [159][140/627] lr: 1.920e-01, eta: 14:10:56, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4678, loss: 2.4678 2020-07-03 05:10:33,911 - mmaction - INFO - Epoch [159][160/627] lr: 1.920e-01, eta: 14:10:39, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.5833, loss: 2.5833 2020-07-03 05:10:50,102 - mmaction - INFO - Epoch [159][180/627] lr: 1.920e-01, eta: 14:10:21, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3831, loss: 2.3831 2020-07-03 05:11:06,312 - mmaction - INFO - Epoch [159][200/627] lr: 1.920e-01, eta: 14:10:04, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6781, loss_cls: 2.5747, loss: 2.5747 2020-07-03 05:11:22,794 - mmaction - INFO - Epoch [159][220/627] lr: 1.920e-01, eta: 14:09:47, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4722, loss: 2.4722 2020-07-03 05:11:39,004 - mmaction - INFO - Epoch [159][240/627] lr: 1.920e-01, eta: 14:09:30, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3884, loss: 2.3884 2020-07-03 05:11:55,181 - mmaction - INFO - Epoch [159][260/627] lr: 1.920e-01, eta: 14:09:13, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.5937, loss: 2.5937 2020-07-03 05:12:11,297 - mmaction - INFO - Epoch [159][280/627] lr: 1.920e-01, eta: 14:08:55, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5605, loss: 2.5605 2020-07-03 05:12:27,820 - mmaction - INFO - Epoch [159][300/627] lr: 1.920e-01, eta: 14:08:38, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.3859, loss: 2.3859 2020-07-03 05:12:44,765 - mmaction - INFO - Epoch [159][320/627] lr: 1.920e-01, eta: 14:08:22, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5658, loss: 2.5658 2020-07-03 05:13:00,893 - mmaction - INFO - Epoch [159][340/627] lr: 1.920e-01, eta: 14:08:05, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6312, loss: 2.6312 2020-07-03 05:13:17,179 - mmaction - INFO - Epoch [159][360/627] lr: 1.920e-01, eta: 14:07:47, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3805, loss: 2.3805 2020-07-03 05:13:33,754 - mmaction - INFO - Epoch [159][380/627] lr: 1.920e-01, eta: 14:07:31, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.5353, loss: 2.5353 2020-07-03 05:13:49,905 - mmaction - INFO - Epoch [159][400/627] lr: 1.920e-01, eta: 14:07:13, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.6875, loss_cls: 2.4511, loss: 2.4511 2020-07-03 05:14:06,518 - mmaction - INFO - Epoch [159][420/627] lr: 1.920e-01, eta: 14:06:57, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5078, loss: 2.5078 2020-07-03 05:14:22,667 - mmaction - INFO - Epoch [159][440/627] lr: 1.920e-01, eta: 14:06:39, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4186, loss: 2.4186 2020-07-03 05:14:40,369 - mmaction - INFO - Epoch [159][460/627] lr: 1.920e-01, eta: 14:06:24, time: 0.886, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.4777, loss: 2.4777 2020-07-03 05:14:57,053 - mmaction - INFO - Epoch [159][480/627] lr: 1.920e-01, eta: 14:06:07, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7156, loss_cls: 2.2571, loss: 2.2571 2020-07-03 05:15:14,141 - mmaction - INFO - Epoch [159][500/627] lr: 1.920e-01, eta: 14:05:51, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.6000, loss: 2.6000 2020-07-03 05:15:30,323 - mmaction - INFO - Epoch [159][520/627] lr: 1.920e-01, eta: 14:05:34, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3655, loss: 2.3655 2020-07-03 05:15:46,569 - mmaction - INFO - Epoch [159][540/627] lr: 1.920e-01, eta: 14:05:17, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5046, loss: 2.5046 2020-07-03 05:16:02,807 - mmaction - INFO - Epoch [159][560/627] lr: 1.920e-01, eta: 14:05:00, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5827, loss: 2.5827 2020-07-03 05:16:18,874 - mmaction - INFO - Epoch [159][580/627] lr: 1.920e-01, eta: 14:04:42, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.3074, loss: 2.3074 2020-07-03 05:16:35,072 - mmaction - INFO - Epoch [159][600/627] lr: 1.920e-01, eta: 14:04:25, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.6540, loss: 2.6540 2020-07-03 05:16:52,025 - mmaction - INFO - Epoch [159][620/627] lr: 1.920e-01, eta: 14:04:09, time: 0.847, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6428, loss: 2.6428 2020-07-03 05:17:19,660 - mmaction - INFO - Epoch [160][20/627] lr: 1.886e-01, eta: 14:03:46, time: 1.116, data_time: 0.297, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.6170, loss: 2.6170 2020-07-03 05:17:36,097 - mmaction - INFO - Epoch [160][40/627] lr: 1.886e-01, eta: 14:03:29, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5585, loss: 2.5585 2020-07-03 05:17:52,288 - mmaction - INFO - Epoch [160][60/627] lr: 1.886e-01, eta: 14:03:12, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.6166, loss: 2.6166 2020-07-03 05:18:08,999 - mmaction - INFO - Epoch [160][80/627] lr: 1.886e-01, eta: 14:02:55, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.4081, loss: 2.4081 2020-07-03 05:18:25,545 - mmaction - INFO - Epoch [160][100/627] lr: 1.886e-01, eta: 14:02:38, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.3850, loss: 2.3850 2020-07-03 05:18:41,698 - mmaction - INFO - Epoch [160][120/627] lr: 1.886e-01, eta: 14:02:21, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4198, loss: 2.4198 2020-07-03 05:18:57,929 - mmaction - INFO - Epoch [160][140/627] lr: 1.886e-01, eta: 14:02:04, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6531, loss_cls: 2.5204, loss: 2.5204 2020-07-03 05:19:14,056 - mmaction - INFO - Epoch [160][160/627] lr: 1.886e-01, eta: 14:01:46, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2565, loss: 2.2565 2020-07-03 05:19:31,017 - mmaction - INFO - Epoch [160][180/627] lr: 1.886e-01, eta: 14:01:30, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4832, loss: 2.4832 2020-07-03 05:19:47,135 - mmaction - INFO - Epoch [160][200/627] lr: 1.886e-01, eta: 14:01:13, time: 0.807, data_time: 0.004, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.5111, loss: 2.5111 2020-07-03 05:20:03,382 - mmaction - INFO - Epoch [160][220/627] lr: 1.886e-01, eta: 14:00:56, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4906, loss: 2.4906 2020-07-03 05:20:20,258 - mmaction - INFO - Epoch [160][240/627] lr: 1.886e-01, eta: 14:00:39, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6412, loss: 2.6412 2020-07-03 05:20:36,915 - mmaction - INFO - Epoch [160][260/627] lr: 1.886e-01, eta: 14:00:23, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.7549, loss: 2.7549 2020-07-03 05:20:53,139 - mmaction - INFO - Epoch [160][280/627] lr: 1.886e-01, eta: 14:00:05, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4156, loss: 2.4156 2020-07-03 05:21:09,767 - mmaction - INFO - Epoch [160][300/627] lr: 1.886e-01, eta: 13:59:49, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.6024, loss: 2.6024 2020-07-03 05:21:25,948 - mmaction - INFO - Epoch [160][320/627] lr: 1.886e-01, eta: 13:59:31, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.5419, loss: 2.5419 2020-07-03 05:21:42,151 - mmaction - INFO - Epoch [160][340/627] lr: 1.886e-01, eta: 13:59:14, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.5290, loss: 2.5290 2020-07-03 05:21:58,272 - mmaction - INFO - Epoch [160][360/627] lr: 1.886e-01, eta: 13:58:57, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5418, loss: 2.5418 2020-07-03 05:22:14,503 - mmaction - INFO - Epoch [160][380/627] lr: 1.886e-01, eta: 13:58:40, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6969, loss_cls: 2.5563, loss: 2.5563 2020-07-03 05:22:30,660 - mmaction - INFO - Epoch [160][400/627] lr: 1.886e-01, eta: 13:58:22, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6968, loss: 2.6968 2020-07-03 05:22:46,794 - mmaction - INFO - Epoch [160][420/627] lr: 1.886e-01, eta: 13:58:05, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6375, loss_cls: 2.5874, loss: 2.5874 2020-07-03 05:23:03,158 - mmaction - INFO - Epoch [160][440/627] lr: 1.886e-01, eta: 13:57:48, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5333, loss: 2.5333 2020-07-03 05:23:19,595 - mmaction - INFO - Epoch [160][460/627] lr: 1.886e-01, eta: 13:57:31, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.6612, loss: 2.6612 2020-07-03 05:23:35,895 - mmaction - INFO - Epoch [160][480/627] lr: 1.886e-01, eta: 13:57:14, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.4453, loss: 2.4453 2020-07-03 05:23:52,074 - mmaction - INFO - Epoch [160][500/627] lr: 1.886e-01, eta: 13:56:57, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6687, loss_cls: 2.7553, loss: 2.7553 2020-07-03 05:24:08,274 - mmaction - INFO - Epoch [160][520/627] lr: 1.886e-01, eta: 13:56:39, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.7122, loss: 2.7122 2020-07-03 05:24:25,439 - mmaction - INFO - Epoch [160][540/627] lr: 1.886e-01, eta: 13:56:23, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3814, loss: 2.3814 2020-07-03 05:24:41,676 - mmaction - INFO - Epoch [160][560/627] lr: 1.886e-01, eta: 13:56:06, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.5063, loss: 2.5063 2020-07-03 05:24:57,957 - mmaction - INFO - Epoch [160][580/627] lr: 1.886e-01, eta: 13:55:49, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.6103, loss: 2.6103 2020-07-03 05:25:14,453 - mmaction - INFO - Epoch [160][600/627] lr: 1.886e-01, eta: 13:55:32, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6687, loss_cls: 2.4869, loss: 2.4869 2020-07-03 05:25:31,022 - mmaction - INFO - Epoch [160][620/627] lr: 1.886e-01, eta: 13:55:15, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3164, loss: 2.3164 2020-07-03 05:25:36,244 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-03 05:25:59,061 - mmaction - INFO - Epoch [161][20/627] lr: 1.852e-01, eta: 13:54:52, time: 1.079, data_time: 0.242, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6813, loss_cls: 2.4754, loss: 2.4754 2020-07-03 05:26:15,671 - mmaction - INFO - Epoch [161][40/627] lr: 1.852e-01, eta: 13:54:35, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.4081, loss: 2.4081 2020-07-03 05:26:31,888 - mmaction - INFO - Epoch [161][60/627] lr: 1.852e-01, eta: 13:54:18, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5264, loss: 2.5264 2020-07-03 05:26:48,806 - mmaction - INFO - Epoch [161][80/627] lr: 1.852e-01, eta: 13:54:01, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.6176, loss: 2.6176 2020-07-03 05:27:05,655 - mmaction - INFO - Epoch [161][100/627] lr: 1.852e-01, eta: 13:53:45, time: 0.843, data_time: 0.009, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4949, loss: 2.4949 2020-07-03 05:27:22,186 - mmaction - INFO - Epoch [161][120/627] lr: 1.852e-01, eta: 13:53:28, time: 0.826, data_time: 0.008, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.4156, loss: 2.4156 2020-07-03 05:27:38,453 - mmaction - INFO - Epoch [161][140/627] lr: 1.852e-01, eta: 13:53:11, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3899, loss: 2.3899 2020-07-03 05:27:54,999 - mmaction - INFO - Epoch [161][160/627] lr: 1.852e-01, eta: 13:52:54, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.3062, loss: 2.3062 2020-07-03 05:28:11,510 - mmaction - INFO - Epoch [161][180/627] lr: 1.852e-01, eta: 13:52:37, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.5163, loss: 2.5163 2020-07-03 05:28:27,767 - mmaction - INFO - Epoch [161][200/627] lr: 1.852e-01, eta: 13:52:20, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.4335, loss: 2.4335 2020-07-03 05:28:44,033 - mmaction - INFO - Epoch [161][220/627] lr: 1.852e-01, eta: 13:52:03, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.3887, loss: 2.3887 2020-07-03 05:29:00,203 - mmaction - INFO - Epoch [161][240/627] lr: 1.852e-01, eta: 13:51:46, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6570, loss: 2.6570 2020-07-03 05:29:17,041 - mmaction - INFO - Epoch [161][260/627] lr: 1.852e-01, eta: 13:51:29, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4473, loss: 2.4473 2020-07-03 05:29:33,957 - mmaction - INFO - Epoch [161][280/627] lr: 1.852e-01, eta: 13:51:13, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6562, loss_cls: 2.6615, loss: 2.6615 2020-07-03 05:29:50,556 - mmaction - INFO - Epoch [161][300/627] lr: 1.852e-01, eta: 13:50:56, time: 0.831, data_time: 0.013, memory: 11097, top1_acc: 0.3719, top5_acc: 0.6875, loss_cls: 2.5194, loss: 2.5194 2020-07-03 05:30:07,339 - mmaction - INFO - Epoch [161][320/627] lr: 1.852e-01, eta: 13:50:40, time: 0.839, data_time: 0.008, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6442, loss: 2.6442 2020-07-03 05:30:23,821 - mmaction - INFO - Epoch [161][340/627] lr: 1.852e-01, eta: 13:50:23, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5148, loss: 2.5148 2020-07-03 05:30:39,991 - mmaction - INFO - Epoch [161][360/627] lr: 1.852e-01, eta: 13:50:06, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5363, loss: 2.5363 2020-07-03 05:30:56,187 - mmaction - INFO - Epoch [161][380/627] lr: 1.852e-01, eta: 13:49:49, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.4837, loss: 2.4837 2020-07-03 05:31:12,310 - mmaction - INFO - Epoch [161][400/627] lr: 1.852e-01, eta: 13:49:31, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.6709, loss: 2.6709 2020-07-03 05:31:28,616 - mmaction - INFO - Epoch [161][420/627] lr: 1.852e-01, eta: 13:49:14, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5142, loss: 2.5142 2020-07-03 05:31:44,924 - mmaction - INFO - Epoch [161][440/627] lr: 1.852e-01, eta: 13:48:57, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.5017, loss: 2.5017 2020-07-03 05:32:01,110 - mmaction - INFO - Epoch [161][460/627] lr: 1.852e-01, eta: 13:48:40, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.4267, loss: 2.4267 2020-07-03 05:32:17,717 - mmaction - INFO - Epoch [161][480/627] lr: 1.852e-01, eta: 13:48:23, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6676, loss: 2.6676 2020-07-03 05:32:33,953 - mmaction - INFO - Epoch [161][500/627] lr: 1.852e-01, eta: 13:48:06, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4980, loss: 2.4980 2020-07-03 05:32:50,156 - mmaction - INFO - Epoch [161][520/627] lr: 1.852e-01, eta: 13:47:49, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.5820, loss: 2.5820 2020-07-03 05:33:06,375 - mmaction - INFO - Epoch [161][540/627] lr: 1.852e-01, eta: 13:47:31, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.5213, loss: 2.5213 2020-07-03 05:33:22,526 - mmaction - INFO - Epoch [161][560/627] lr: 1.852e-01, eta: 13:47:14, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5985, loss: 2.5985 2020-07-03 05:33:38,728 - mmaction - INFO - Epoch [161][580/627] lr: 1.852e-01, eta: 13:46:57, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7367, loss: 2.7367 2020-07-03 05:33:54,894 - mmaction - INFO - Epoch [161][600/627] lr: 1.852e-01, eta: 13:46:40, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.2960, loss: 2.2960 2020-07-03 05:34:10,973 - mmaction - INFO - Epoch [161][620/627] lr: 1.852e-01, eta: 13:46:22, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.6058, loss: 2.6058 2020-07-03 05:34:38,778 - mmaction - INFO - Epoch [162][20/627] lr: 1.818e-01, eta: 13:46:00, time: 1.123, data_time: 0.311, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4919, loss: 2.4919 2020-07-03 05:34:55,414 - mmaction - INFO - Epoch [162][40/627] lr: 1.818e-01, eta: 13:45:43, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6730, loss: 2.6730 2020-07-03 05:35:11,914 - mmaction - INFO - Epoch [162][60/627] lr: 1.818e-01, eta: 13:45:26, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7188, loss_cls: 2.4067, loss: 2.4067 2020-07-03 05:35:28,102 - mmaction - INFO - Epoch [162][80/627] lr: 1.818e-01, eta: 13:45:09, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.6355, loss: 2.6355 2020-07-03 05:35:44,663 - mmaction - INFO - Epoch [162][100/627] lr: 1.818e-01, eta: 13:44:52, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5414, loss: 2.5414 2020-07-03 05:36:00,782 - mmaction - INFO - Epoch [162][120/627] lr: 1.818e-01, eta: 13:44:35, time: 0.807, data_time: 0.004, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6656, loss_cls: 2.5059, loss: 2.5059 2020-07-03 05:36:16,960 - mmaction - INFO - Epoch [162][140/627] lr: 1.818e-01, eta: 13:44:18, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.3379, loss: 2.3379 2020-07-03 05:36:33,508 - mmaction - INFO - Epoch [162][160/627] lr: 1.818e-01, eta: 13:44:01, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5256, loss: 2.5256 2020-07-03 05:36:50,127 - mmaction - INFO - Epoch [162][180/627] lr: 1.818e-01, eta: 13:43:44, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6844, loss_cls: 2.4587, loss: 2.4587 2020-07-03 05:37:06,318 - mmaction - INFO - Epoch [162][200/627] lr: 1.818e-01, eta: 13:43:27, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.5116, loss: 2.5116 2020-07-03 05:37:22,545 - mmaction - INFO - Epoch [162][220/627] lr: 1.818e-01, eta: 13:43:10, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.5461, loss: 2.5461 2020-07-03 05:37:39,492 - mmaction - INFO - Epoch [162][240/627] lr: 1.818e-01, eta: 13:42:54, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.4296, loss: 2.4296 2020-07-03 05:37:55,968 - mmaction - INFO - Epoch [162][260/627] lr: 1.818e-01, eta: 13:42:37, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4151, loss: 2.4151 2020-07-03 05:38:12,547 - mmaction - INFO - Epoch [162][280/627] lr: 1.818e-01, eta: 13:42:20, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3266, loss: 2.3266 2020-07-03 05:38:29,130 - mmaction - INFO - Epoch [162][300/627] lr: 1.818e-01, eta: 13:42:03, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3841, loss: 2.3841 2020-07-03 05:38:45,373 - mmaction - INFO - Epoch [162][320/627] lr: 1.818e-01, eta: 13:41:46, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3551, loss: 2.3551 2020-07-03 05:39:01,951 - mmaction - INFO - Epoch [162][340/627] lr: 1.818e-01, eta: 13:41:29, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6130, loss: 2.6130 2020-07-03 05:39:18,972 - mmaction - INFO - Epoch [162][360/627] lr: 1.818e-01, eta: 13:41:13, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5111, loss: 2.5111 2020-07-03 05:39:35,742 - mmaction - INFO - Epoch [162][380/627] lr: 1.818e-01, eta: 13:40:57, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7125, loss: 2.7125 2020-07-03 05:39:52,366 - mmaction - INFO - Epoch [162][400/627] lr: 1.818e-01, eta: 13:40:40, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6007, loss: 2.6007 2020-07-03 05:40:08,472 - mmaction - INFO - Epoch [162][420/627] lr: 1.818e-01, eta: 13:40:23, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.7219, loss_cls: 2.4117, loss: 2.4117 2020-07-03 05:40:24,664 - mmaction - INFO - Epoch [162][440/627] lr: 1.818e-01, eta: 13:40:06, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.5388, loss: 2.5388 2020-07-03 05:40:40,835 - mmaction - INFO - Epoch [162][460/627] lr: 1.818e-01, eta: 13:39:48, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6500, loss_cls: 2.6571, loss: 2.6571 2020-07-03 05:40:57,372 - mmaction - INFO - Epoch [162][480/627] lr: 1.818e-01, eta: 13:39:31, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3545, loss: 2.3545 2020-07-03 05:41:14,608 - mmaction - INFO - Epoch [162][500/627] lr: 1.818e-01, eta: 13:39:16, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.7024, loss: 2.7024 2020-07-03 05:41:30,798 - mmaction - INFO - Epoch [162][520/627] lr: 1.818e-01, eta: 13:38:58, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.5942, loss: 2.5942 2020-07-03 05:41:47,471 - mmaction - INFO - Epoch [162][540/627] lr: 1.818e-01, eta: 13:38:42, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4783, loss: 2.4783 2020-07-03 05:42:04,055 - mmaction - INFO - Epoch [162][560/627] lr: 1.818e-01, eta: 13:38:25, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6097, loss: 2.6097 2020-07-03 05:42:20,456 - mmaction - INFO - Epoch [162][580/627] lr: 1.818e-01, eta: 13:38:08, time: 0.820, data_time: 0.009, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3227, loss: 2.3227 2020-07-03 05:42:37,032 - mmaction - INFO - Epoch [162][600/627] lr: 1.818e-01, eta: 13:37:51, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.6308, loss: 2.6308 2020-07-03 05:42:53,227 - mmaction - INFO - Epoch [162][620/627] lr: 1.818e-01, eta: 13:37:34, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3292, loss: 2.3292 2020-07-03 05:43:20,948 - mmaction - INFO - Epoch [163][20/627] lr: 1.784e-01, eta: 13:37:12, time: 1.122, data_time: 0.317, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.4008, loss: 2.4008 2020-07-03 05:43:37,928 - mmaction - INFO - Epoch [163][40/627] lr: 1.784e-01, eta: 13:36:55, time: 0.847, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6406, loss_cls: 2.6004, loss: 2.6004 2020-07-03 05:43:54,774 - mmaction - INFO - Epoch [163][60/627] lr: 1.784e-01, eta: 13:36:39, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.5630, loss: 2.5630 2020-07-03 05:44:10,959 - mmaction - INFO - Epoch [163][80/627] lr: 1.784e-01, eta: 13:36:22, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6428, loss: 2.6428 2020-07-03 05:44:27,230 - mmaction - INFO - Epoch [163][100/627] lr: 1.784e-01, eta: 13:36:05, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4174, loss: 2.4174 2020-07-03 05:44:43,372 - mmaction - INFO - Epoch [163][120/627] lr: 1.784e-01, eta: 13:35:47, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.3738, loss: 2.3738 2020-07-03 05:45:00,173 - mmaction - INFO - Epoch [163][140/627] lr: 1.784e-01, eta: 13:35:31, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.5507, loss: 2.5507 2020-07-03 05:45:16,317 - mmaction - INFO - Epoch [163][160/627] lr: 1.784e-01, eta: 13:35:14, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4465, loss: 2.4465 2020-07-03 05:45:32,523 - mmaction - INFO - Epoch [163][180/627] lr: 1.784e-01, eta: 13:34:56, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4750, loss: 2.4750 2020-07-03 05:45:49,211 - mmaction - INFO - Epoch [163][200/627] lr: 1.784e-01, eta: 13:34:40, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.5513, loss: 2.5513 2020-07-03 05:46:05,365 - mmaction - INFO - Epoch [163][220/627] lr: 1.784e-01, eta: 13:34:23, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4571, loss: 2.4571 2020-07-03 05:46:21,559 - mmaction - INFO - Epoch [163][240/627] lr: 1.784e-01, eta: 13:34:05, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6586, loss: 2.6586 2020-07-03 05:46:38,325 - mmaction - INFO - Epoch [163][260/627] lr: 1.784e-01, eta: 13:33:49, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3053, loss: 2.3053 2020-07-03 05:46:54,453 - mmaction - INFO - Epoch [163][280/627] lr: 1.784e-01, eta: 13:33:32, time: 0.810, data_time: 0.006, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6844, loss_cls: 2.3912, loss: 2.3912 2020-07-03 05:47:11,100 - mmaction - INFO - Epoch [163][300/627] lr: 1.784e-01, eta: 13:33:15, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2444, loss: 2.2444 2020-07-03 05:47:27,285 - mmaction - INFO - Epoch [163][320/627] lr: 1.784e-01, eta: 13:32:58, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5241, loss: 2.5241 2020-07-03 05:47:43,552 - mmaction - INFO - Epoch [163][340/627] lr: 1.784e-01, eta: 13:32:41, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.5871, loss: 2.5871 2020-07-03 05:48:00,103 - mmaction - INFO - Epoch [163][360/627] lr: 1.784e-01, eta: 13:32:24, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6813, loss_cls: 2.4073, loss: 2.4073 2020-07-03 05:48:16,415 - mmaction - INFO - Epoch [163][380/627] lr: 1.784e-01, eta: 13:32:07, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6438, loss_cls: 2.5842, loss: 2.5842 2020-07-03 05:48:32,974 - mmaction - INFO - Epoch [163][400/627] lr: 1.784e-01, eta: 13:31:50, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5476, loss: 2.5476 2020-07-03 05:48:49,168 - mmaction - INFO - Epoch [163][420/627] lr: 1.784e-01, eta: 13:31:33, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6219, loss_cls: 2.6843, loss: 2.6843 2020-07-03 05:49:05,358 - mmaction - INFO - Epoch [163][440/627] lr: 1.784e-01, eta: 13:31:16, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6656, loss_cls: 2.5548, loss: 2.5548 2020-07-03 05:49:21,542 - mmaction - INFO - Epoch [163][460/627] lr: 1.784e-01, eta: 13:30:58, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.4936, loss: 2.4936 2020-07-03 05:49:37,860 - mmaction - INFO - Epoch [163][480/627] lr: 1.784e-01, eta: 13:30:41, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.3969, top5_acc: 0.6781, loss_cls: 2.5999, loss: 2.5999 2020-07-03 05:49:54,073 - mmaction - INFO - Epoch [163][500/627] lr: 1.784e-01, eta: 13:30:24, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.5497, loss: 2.5497 2020-07-03 05:50:10,568 - mmaction - INFO - Epoch [163][520/627] lr: 1.784e-01, eta: 13:30:07, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4202, loss: 2.4202 2020-07-03 05:50:26,732 - mmaction - INFO - Epoch [163][540/627] lr: 1.784e-01, eta: 13:29:50, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5003, loss: 2.5003 2020-07-03 05:50:42,970 - mmaction - INFO - Epoch [163][560/627] lr: 1.784e-01, eta: 13:29:33, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.3147, loss: 2.3147 2020-07-03 05:50:59,254 - mmaction - INFO - Epoch [163][580/627] lr: 1.784e-01, eta: 13:29:16, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3710, loss: 2.3710 2020-07-03 05:51:15,427 - mmaction - INFO - Epoch [163][600/627] lr: 1.784e-01, eta: 13:28:59, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.5794, loss: 2.5794 2020-07-03 05:51:31,542 - mmaction - INFO - Epoch [163][620/627] lr: 1.784e-01, eta: 13:28:41, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7094, loss_cls: 2.2209, loss: 2.2209 2020-07-03 05:51:59,690 - mmaction - INFO - Epoch [164][20/627] lr: 1.751e-01, eta: 13:28:20, time: 1.143, data_time: 0.311, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.3606, loss: 2.3606 2020-07-03 05:52:16,273 - mmaction - INFO - Epoch [164][40/627] lr: 1.751e-01, eta: 13:28:03, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4454, loss: 2.4454 2020-07-03 05:52:33,270 - mmaction - INFO - Epoch [164][60/627] lr: 1.751e-01, eta: 13:27:47, time: 0.847, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2839, loss: 2.2839 2020-07-03 05:52:49,633 - mmaction - INFO - Epoch [164][80/627] lr: 1.751e-01, eta: 13:27:30, time: 0.819, data_time: 0.005, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6281, loss_cls: 2.6508, loss: 2.6508 2020-07-03 05:53:06,171 - mmaction - INFO - Epoch [164][100/627] lr: 1.751e-01, eta: 13:27:13, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.5002, loss: 2.5002 2020-07-03 05:53:22,456 - mmaction - INFO - Epoch [164][120/627] lr: 1.751e-01, eta: 13:26:56, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.4141, loss: 2.4141 2020-07-03 05:53:38,649 - mmaction - INFO - Epoch [164][140/627] lr: 1.751e-01, eta: 13:26:39, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3921, loss: 2.3921 2020-07-03 05:53:54,761 - mmaction - INFO - Epoch [164][160/627] lr: 1.751e-01, eta: 13:26:21, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.5019, loss: 2.5019 2020-07-03 05:54:11,414 - mmaction - INFO - Epoch [164][180/627] lr: 1.751e-01, eta: 13:26:05, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2799, loss: 2.2799 2020-07-03 05:54:28,053 - mmaction - INFO - Epoch [164][200/627] lr: 1.751e-01, eta: 13:25:48, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.6091, loss: 2.6091 2020-07-03 05:54:44,230 - mmaction - INFO - Epoch [164][220/627] lr: 1.751e-01, eta: 13:25:31, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6750, loss_cls: 2.4018, loss: 2.4018 2020-07-03 05:55:01,167 - mmaction - INFO - Epoch [164][240/627] lr: 1.751e-01, eta: 13:25:15, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2823, loss: 2.2823 2020-07-03 05:55:17,737 - mmaction - INFO - Epoch [164][260/627] lr: 1.751e-01, eta: 13:24:58, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.3973, loss: 2.3973 2020-07-03 05:55:34,315 - mmaction - INFO - Epoch [164][280/627] lr: 1.751e-01, eta: 13:24:41, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3765, loss: 2.3765 2020-07-03 05:55:50,805 - mmaction - INFO - Epoch [164][300/627] lr: 1.751e-01, eta: 13:24:24, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5840, loss: 2.5840 2020-07-03 05:56:07,140 - mmaction - INFO - Epoch [164][320/627] lr: 1.751e-01, eta: 13:24:07, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.5678, loss: 2.5678 2020-07-03 05:56:23,792 - mmaction - INFO - Epoch [164][340/627] lr: 1.751e-01, eta: 13:23:51, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5411, loss: 2.5411 2020-07-03 05:56:40,060 - mmaction - INFO - Epoch [164][360/627] lr: 1.751e-01, eta: 13:23:34, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4648, loss: 2.4648 2020-07-03 05:56:56,649 - mmaction - INFO - Epoch [164][380/627] lr: 1.751e-01, eta: 13:23:17, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6969, loss_cls: 2.5670, loss: 2.5670 2020-07-03 05:57:12,825 - mmaction - INFO - Epoch [164][400/627] lr: 1.751e-01, eta: 13:23:00, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6937, loss_cls: 2.3342, loss: 2.3342 2020-07-03 05:57:29,171 - mmaction - INFO - Epoch [164][420/627] lr: 1.751e-01, eta: 13:22:43, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.5704, loss: 2.5704 2020-07-03 05:57:45,311 - mmaction - INFO - Epoch [164][440/627] lr: 1.751e-01, eta: 13:22:25, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6531, loss_cls: 2.5946, loss: 2.5946 2020-07-03 05:58:01,538 - mmaction - INFO - Epoch [164][460/627] lr: 1.751e-01, eta: 13:22:08, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3697, loss: 2.3697 2020-07-03 05:58:17,834 - mmaction - INFO - Epoch [164][480/627] lr: 1.751e-01, eta: 13:21:51, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6469, loss_cls: 2.6662, loss: 2.6662 2020-07-03 05:58:34,512 - mmaction - INFO - Epoch [164][500/627] lr: 1.751e-01, eta: 13:21:35, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.7373, loss: 2.7373 2020-07-03 05:58:50,676 - mmaction - INFO - Epoch [164][520/627] lr: 1.751e-01, eta: 13:21:17, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4277, loss: 2.4277 2020-07-03 05:59:07,223 - mmaction - INFO - Epoch [164][540/627] lr: 1.751e-01, eta: 13:21:01, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3347, loss: 2.3347 2020-07-03 05:59:23,864 - mmaction - INFO - Epoch [164][560/627] lr: 1.751e-01, eta: 13:20:44, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.6455, loss: 2.6455 2020-07-03 05:59:40,043 - mmaction - INFO - Epoch [164][580/627] lr: 1.751e-01, eta: 13:20:27, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.5032, loss: 2.5032 2020-07-03 05:59:56,290 - mmaction - INFO - Epoch [164][600/627] lr: 1.751e-01, eta: 13:20:10, time: 0.814, data_time: 0.009, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5750, loss: 2.5750 2020-07-03 06:00:20,887 - mmaction - INFO - Epoch [164][620/627] lr: 1.751e-01, eta: 13:20:03, time: 1.224, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.6070, loss: 2.6070 2020-07-03 06:00:26,183 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-07-03 06:00:51,707 - mmaction - INFO - Epoch [165][20/627] lr: 1.717e-01, eta: 13:19:42, time: 1.220, data_time: 0.394, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4284, loss: 2.4284 2020-07-03 06:01:07,887 - mmaction - INFO - Epoch [165][40/627] lr: 1.717e-01, eta: 13:19:25, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5477, loss: 2.5477 2020-07-03 06:01:24,049 - mmaction - INFO - Epoch [165][60/627] lr: 1.717e-01, eta: 13:19:08, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5536, loss: 2.5536 2020-07-03 06:01:40,247 - mmaction - INFO - Epoch [165][80/627] lr: 1.717e-01, eta: 13:18:51, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6476, loss: 2.6476 2020-07-03 06:01:56,390 - mmaction - INFO - Epoch [165][100/627] lr: 1.717e-01, eta: 13:18:34, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2447, loss: 2.2447 2020-07-03 06:02:12,578 - mmaction - INFO - Epoch [165][120/627] lr: 1.717e-01, eta: 13:18:16, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3125, loss: 2.3125 2020-07-03 06:02:29,089 - mmaction - INFO - Epoch [165][140/627] lr: 1.717e-01, eta: 13:18:00, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6478, loss: 2.6478 2020-07-03 06:02:45,746 - mmaction - INFO - Epoch [165][160/627] lr: 1.717e-01, eta: 13:17:43, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.6305, loss: 2.6305 2020-07-03 06:03:01,971 - mmaction - INFO - Epoch [165][180/627] lr: 1.717e-01, eta: 13:17:26, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6656, loss_cls: 2.5156, loss: 2.5156 2020-07-03 06:03:18,487 - mmaction - INFO - Epoch [165][200/627] lr: 1.717e-01, eta: 13:17:09, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6281, loss_cls: 2.6732, loss: 2.6732 2020-07-03 06:03:34,587 - mmaction - INFO - Epoch [165][220/627] lr: 1.717e-01, eta: 13:16:52, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.2556, loss: 2.2556 2020-07-03 06:03:51,493 - mmaction - INFO - Epoch [165][240/627] lr: 1.717e-01, eta: 13:16:35, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3651, loss: 2.3651 2020-07-03 06:04:07,664 - mmaction - INFO - Epoch [165][260/627] lr: 1.717e-01, eta: 13:16:18, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5070, loss: 2.5070 2020-07-03 06:04:23,883 - mmaction - INFO - Epoch [165][280/627] lr: 1.717e-01, eta: 13:16:01, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6849, loss: 2.6849 2020-07-03 06:04:40,534 - mmaction - INFO - Epoch [165][300/627] lr: 1.717e-01, eta: 13:15:44, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.4673, loss: 2.4673 2020-07-03 06:04:56,826 - mmaction - INFO - Epoch [165][320/627] lr: 1.717e-01, eta: 13:15:27, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5054, loss: 2.5054 2020-07-03 06:05:13,004 - mmaction - INFO - Epoch [165][340/627] lr: 1.717e-01, eta: 13:15:10, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.5142, loss: 2.5142 2020-07-03 06:05:29,244 - mmaction - INFO - Epoch [165][360/627] lr: 1.717e-01, eta: 13:14:53, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6923, loss: 2.6923 2020-07-03 06:05:45,562 - mmaction - INFO - Epoch [165][380/627] lr: 1.717e-01, eta: 13:14:36, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.7529, loss: 2.7529 2020-07-03 06:06:02,143 - mmaction - INFO - Epoch [165][400/627] lr: 1.717e-01, eta: 13:14:19, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3808, loss: 2.3808 2020-07-03 06:06:18,330 - mmaction - INFO - Epoch [165][420/627] lr: 1.717e-01, eta: 13:14:02, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6906, loss_cls: 2.3827, loss: 2.3827 2020-07-03 06:06:34,532 - mmaction - INFO - Epoch [165][440/627] lr: 1.717e-01, eta: 13:13:45, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.4626, loss: 2.4626 2020-07-03 06:06:50,741 - mmaction - INFO - Epoch [165][460/627] lr: 1.717e-01, eta: 13:13:28, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.5523, loss: 2.5523 2020-07-03 06:07:06,918 - mmaction - INFO - Epoch [165][480/627] lr: 1.717e-01, eta: 13:13:11, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.6750, loss_cls: 2.4200, loss: 2.4200 2020-07-03 06:07:23,084 - mmaction - INFO - Epoch [165][500/627] lr: 1.717e-01, eta: 13:12:53, time: 0.809, data_time: 0.006, memory: 11097, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.5315, loss: 2.5315 2020-07-03 06:07:39,938 - mmaction - INFO - Epoch [165][520/627] lr: 1.717e-01, eta: 13:12:37, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4068, loss: 2.4068 2020-07-03 06:07:56,187 - mmaction - INFO - Epoch [165][540/627] lr: 1.717e-01, eta: 13:12:20, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6531, loss_cls: 2.6877, loss: 2.6877 2020-07-03 06:08:12,346 - mmaction - INFO - Epoch [165][560/627] lr: 1.717e-01, eta: 13:12:03, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.5873, loss: 2.5873 2020-07-03 06:08:28,801 - mmaction - INFO - Epoch [165][580/627] lr: 1.717e-01, eta: 13:11:46, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4068, loss: 2.4068 2020-07-03 06:08:45,420 - mmaction - INFO - Epoch [165][600/627] lr: 1.717e-01, eta: 13:11:29, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4023, loss: 2.4023 2020-07-03 06:09:01,502 - mmaction - INFO - Epoch [165][620/627] lr: 1.717e-01, eta: 13:11:12, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5534, loss: 2.5534 2020-07-03 06:09:29,313 - mmaction - INFO - Epoch [166][20/627] lr: 1.684e-01, eta: 13:10:50, time: 1.125, data_time: 0.308, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.6384, loss: 2.6384 2020-07-03 06:09:46,164 - mmaction - INFO - Epoch [166][40/627] lr: 1.684e-01, eta: 13:10:33, time: 0.843, data_time: 0.001, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.5584, loss: 2.5584 2020-07-03 06:10:02,490 - mmaction - INFO - Epoch [166][60/627] lr: 1.684e-01, eta: 13:10:16, time: 0.816, data_time: 0.007, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4299, loss: 2.4299 2020-07-03 06:10:18,723 - mmaction - INFO - Epoch [166][80/627] lr: 1.684e-01, eta: 13:09:59, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.6055, loss: 2.6055 2020-07-03 06:10:34,944 - mmaction - INFO - Epoch [166][100/627] lr: 1.684e-01, eta: 13:09:42, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4254, loss: 2.4254 2020-07-03 06:10:51,515 - mmaction - INFO - Epoch [166][120/627] lr: 1.684e-01, eta: 13:09:25, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3300, loss: 2.3300 2020-07-03 06:11:08,103 - mmaction - INFO - Epoch [166][140/627] lr: 1.684e-01, eta: 13:09:09, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6420, loss: 2.6420 2020-07-03 06:11:24,251 - mmaction - INFO - Epoch [166][160/627] lr: 1.684e-01, eta: 13:08:51, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4586, loss: 2.4586 2020-07-03 06:11:40,385 - mmaction - INFO - Epoch [166][180/627] lr: 1.684e-01, eta: 13:08:34, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.6742, loss: 2.6742 2020-07-03 06:11:56,817 - mmaction - INFO - Epoch [166][200/627] lr: 1.684e-01, eta: 13:08:17, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5309, loss: 2.5309 2020-07-03 06:12:13,026 - mmaction - INFO - Epoch [166][220/627] lr: 1.684e-01, eta: 13:08:00, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.5186, loss: 2.5186 2020-07-03 06:12:29,218 - mmaction - INFO - Epoch [166][240/627] lr: 1.684e-01, eta: 13:07:43, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.3890, loss: 2.3890 2020-07-03 06:12:45,425 - mmaction - INFO - Epoch [166][260/627] lr: 1.684e-01, eta: 13:07:26, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.5288, loss: 2.5288 2020-07-03 06:13:01,972 - mmaction - INFO - Epoch [166][280/627] lr: 1.684e-01, eta: 13:07:09, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6359, loss: 2.6359 2020-07-03 06:13:19,149 - mmaction - INFO - Epoch [166][300/627] lr: 1.684e-01, eta: 13:06:53, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2409, loss: 2.2409 2020-07-03 06:13:35,402 - mmaction - INFO - Epoch [166][320/627] lr: 1.684e-01, eta: 13:06:36, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.6639, loss: 2.6639 2020-07-03 06:13:51,537 - mmaction - INFO - Epoch [166][340/627] lr: 1.684e-01, eta: 13:06:19, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.4949, loss: 2.4949 2020-07-03 06:14:08,088 - mmaction - INFO - Epoch [166][360/627] lr: 1.684e-01, eta: 13:06:02, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3882, loss: 2.3882 2020-07-03 06:14:24,812 - mmaction - INFO - Epoch [166][380/627] lr: 1.684e-01, eta: 13:05:45, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.4159, loss: 2.4159 2020-07-03 06:14:41,372 - mmaction - INFO - Epoch [166][400/627] lr: 1.684e-01, eta: 13:05:29, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7080, loss: 2.7080 2020-07-03 06:14:57,631 - mmaction - INFO - Epoch [166][420/627] lr: 1.684e-01, eta: 13:05:12, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6356, loss: 2.6356 2020-07-03 06:15:13,698 - mmaction - INFO - Epoch [166][440/627] lr: 1.684e-01, eta: 13:04:54, time: 0.802, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3840, loss: 2.3840 2020-07-03 06:15:30,041 - mmaction - INFO - Epoch [166][460/627] lr: 1.684e-01, eta: 13:04:37, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.4377, loss: 2.4377 2020-07-03 06:15:46,780 - mmaction - INFO - Epoch [166][480/627] lr: 1.684e-01, eta: 13:04:21, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4202, loss: 2.4202 2020-07-03 06:16:02,945 - mmaction - INFO - Epoch [166][500/627] lr: 1.684e-01, eta: 13:04:04, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.3937, top5_acc: 0.7094, loss_cls: 2.5055, loss: 2.5055 2020-07-03 06:16:19,054 - mmaction - INFO - Epoch [166][520/627] lr: 1.684e-01, eta: 13:03:46, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4194, loss: 2.4194 2020-07-03 06:16:35,631 - mmaction - INFO - Epoch [166][540/627] lr: 1.684e-01, eta: 13:03:30, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.3819, loss: 2.3819 2020-07-03 06:16:51,876 - mmaction - INFO - Epoch [166][560/627] lr: 1.684e-01, eta: 13:03:13, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5888, loss: 2.5888 2020-07-03 06:17:08,036 - mmaction - INFO - Epoch [166][580/627] lr: 1.684e-01, eta: 13:02:55, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.6635, loss: 2.6635 2020-07-03 06:17:25,291 - mmaction - INFO - Epoch [166][600/627] lr: 1.684e-01, eta: 13:02:40, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.4725, loss: 2.4725 2020-07-03 06:17:41,404 - mmaction - INFO - Epoch [166][620/627] lr: 1.684e-01, eta: 13:02:22, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3064, loss: 2.3064 2020-07-03 06:18:09,464 - mmaction - INFO - Epoch [167][20/627] lr: 1.651e-01, eta: 13:02:00, time: 1.137, data_time: 0.295, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3406, loss: 2.3406 2020-07-03 06:18:25,602 - mmaction - INFO - Epoch [167][40/627] lr: 1.651e-01, eta: 13:01:43, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.5364, loss: 2.5364 2020-07-03 06:18:41,725 - mmaction - INFO - Epoch [167][60/627] lr: 1.651e-01, eta: 13:01:26, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3536, loss: 2.3536 2020-07-03 06:18:57,875 - mmaction - INFO - Epoch [167][80/627] lr: 1.651e-01, eta: 13:01:09, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2988, loss: 2.2988 2020-07-03 06:19:14,480 - mmaction - INFO - Epoch [167][100/627] lr: 1.651e-01, eta: 13:00:52, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.3405, loss: 2.3405 2020-07-03 06:19:30,843 - mmaction - INFO - Epoch [167][120/627] lr: 1.651e-01, eta: 13:00:35, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.4309, loss: 2.4309 2020-07-03 06:19:47,694 - mmaction - INFO - Epoch [167][140/627] lr: 1.651e-01, eta: 13:00:19, time: 0.843, data_time: 0.012, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5915, loss: 2.5915 2020-07-03 06:20:03,974 - mmaction - INFO - Epoch [167][160/627] lr: 1.651e-01, eta: 13:00:01, time: 0.813, data_time: 0.008, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.5108, loss: 2.5108 2020-07-03 06:20:20,257 - mmaction - INFO - Epoch [167][180/627] lr: 1.651e-01, eta: 12:59:44, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4466, loss: 2.4466 2020-07-03 06:20:36,738 - mmaction - INFO - Epoch [167][200/627] lr: 1.651e-01, eta: 12:59:28, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6225, loss: 2.6225 2020-07-03 06:20:52,883 - mmaction - INFO - Epoch [167][220/627] lr: 1.651e-01, eta: 12:59:10, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5257, loss: 2.5257 2020-07-03 06:21:09,097 - mmaction - INFO - Epoch [167][240/627] lr: 1.651e-01, eta: 12:58:53, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6587, loss: 2.6587 2020-07-03 06:21:25,267 - mmaction - INFO - Epoch [167][260/627] lr: 1.651e-01, eta: 12:58:36, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3587, loss: 2.3587 2020-07-03 06:21:41,679 - mmaction - INFO - Epoch [167][280/627] lr: 1.651e-01, eta: 12:58:19, time: 0.821, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4252, loss: 2.4252 2020-07-03 06:21:57,870 - mmaction - INFO - Epoch [167][300/627] lr: 1.651e-01, eta: 12:58:02, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1898, loss: 2.1898 2020-07-03 06:22:14,616 - mmaction - INFO - Epoch [167][320/627] lr: 1.651e-01, eta: 12:57:46, time: 0.838, data_time: 0.001, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6185, loss: 2.6185 2020-07-03 06:22:31,114 - mmaction - INFO - Epoch [167][340/627] lr: 1.651e-01, eta: 12:57:29, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5264, loss: 2.5264 2020-07-03 06:22:47,415 - mmaction - INFO - Epoch [167][360/627] lr: 1.651e-01, eta: 12:57:12, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6875, loss_cls: 2.4250, loss: 2.4250 2020-07-03 06:23:03,969 - mmaction - INFO - Epoch [167][380/627] lr: 1.651e-01, eta: 12:56:55, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6643, loss: 2.6643 2020-07-03 06:23:20,179 - mmaction - INFO - Epoch [167][400/627] lr: 1.651e-01, eta: 12:56:38, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5750, loss: 2.5750 2020-07-03 06:23:36,379 - mmaction - INFO - Epoch [167][420/627] lr: 1.651e-01, eta: 12:56:21, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3714, loss: 2.3714 2020-07-03 06:23:52,869 - mmaction - INFO - Epoch [167][440/627] lr: 1.651e-01, eta: 12:56:04, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4576, loss: 2.4576 2020-07-03 06:24:09,214 - mmaction - INFO - Epoch [167][460/627] lr: 1.651e-01, eta: 12:55:47, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.4000, top5_acc: 0.6781, loss_cls: 2.6269, loss: 2.6269 2020-07-03 06:24:26,038 - mmaction - INFO - Epoch [167][480/627] lr: 1.651e-01, eta: 12:55:31, time: 0.842, data_time: 0.004, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4987, loss: 2.4987 2020-07-03 06:24:42,602 - mmaction - INFO - Epoch [167][500/627] lr: 1.651e-01, eta: 12:55:14, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.5047, loss: 2.5047 2020-07-03 06:24:58,724 - mmaction - INFO - Epoch [167][520/627] lr: 1.651e-01, eta: 12:54:57, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.6103, loss: 2.6103 2020-07-03 06:25:15,623 - mmaction - INFO - Epoch [167][540/627] lr: 1.651e-01, eta: 12:54:40, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4692, loss: 2.4692 2020-07-03 06:25:31,913 - mmaction - INFO - Epoch [167][560/627] lr: 1.651e-01, eta: 12:54:23, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6156, loss_cls: 2.7105, loss: 2.7105 2020-07-03 06:25:48,388 - mmaction - INFO - Epoch [167][580/627] lr: 1.651e-01, eta: 12:54:07, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.4390, loss: 2.4390 2020-07-03 06:26:04,816 - mmaction - INFO - Epoch [167][600/627] lr: 1.651e-01, eta: 12:53:50, time: 0.820, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.4965, loss: 2.4965 2020-07-03 06:26:20,919 - mmaction - INFO - Epoch [167][620/627] lr: 1.651e-01, eta: 12:53:32, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6719, loss_cls: 2.4578, loss: 2.4578 2020-07-03 06:26:48,673 - mmaction - INFO - Epoch [168][20/627] lr: 1.618e-01, eta: 12:53:10, time: 1.122, data_time: 0.302, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3953, loss: 2.3953 2020-07-03 06:27:04,846 - mmaction - INFO - Epoch [168][40/627] lr: 1.618e-01, eta: 12:52:53, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.6937, loss_cls: 2.4405, loss: 2.4405 2020-07-03 06:27:21,005 - mmaction - INFO - Epoch [168][60/627] lr: 1.618e-01, eta: 12:52:36, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.6175, loss: 2.6175 2020-07-03 06:27:37,315 - mmaction - INFO - Epoch [168][80/627] lr: 1.618e-01, eta: 12:52:19, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.7500, loss_cls: 2.3679, loss: 2.3679 2020-07-03 06:27:53,559 - mmaction - INFO - Epoch [168][100/627] lr: 1.618e-01, eta: 12:52:02, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7156, loss_cls: 2.2255, loss: 2.2255 2020-07-03 06:28:09,770 - mmaction - INFO - Epoch [168][120/627] lr: 1.618e-01, eta: 12:51:45, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2994, loss: 2.2994 2020-07-03 06:28:26,300 - mmaction - INFO - Epoch [168][140/627] lr: 1.618e-01, eta: 12:51:28, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4992, loss: 2.4992 2020-07-03 06:28:42,850 - mmaction - INFO - Epoch [168][160/627] lr: 1.618e-01, eta: 12:51:11, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.4220, loss: 2.4220 2020-07-03 06:28:59,074 - mmaction - INFO - Epoch [168][180/627] lr: 1.618e-01, eta: 12:50:54, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4444, loss: 2.4444 2020-07-03 06:29:15,583 - mmaction - INFO - Epoch [168][200/627] lr: 1.618e-01, eta: 12:50:37, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4031, top5_acc: 0.7094, loss_cls: 2.5299, loss: 2.5299 2020-07-03 06:29:31,762 - mmaction - INFO - Epoch [168][220/627] lr: 1.618e-01, eta: 12:50:20, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.3913, loss: 2.3913 2020-07-03 06:29:48,243 - mmaction - INFO - Epoch [168][240/627] lr: 1.618e-01, eta: 12:50:03, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3190, loss: 2.3190 2020-07-03 06:30:04,674 - mmaction - INFO - Epoch [168][260/627] lr: 1.618e-01, eta: 12:49:46, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2894, loss: 2.2894 2020-07-03 06:30:21,181 - mmaction - INFO - Epoch [168][280/627] lr: 1.618e-01, eta: 12:49:30, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4296, loss: 2.4296 2020-07-03 06:30:37,706 - mmaction - INFO - Epoch [168][300/627] lr: 1.618e-01, eta: 12:49:13, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.5358, loss: 2.5358 2020-07-03 06:30:53,966 - mmaction - INFO - Epoch [168][320/627] lr: 1.618e-01, eta: 12:48:56, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.3405, loss: 2.3405 2020-07-03 06:31:10,089 - mmaction - INFO - Epoch [168][340/627] lr: 1.618e-01, eta: 12:48:39, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4254, loss: 2.4254 2020-07-03 06:31:26,265 - mmaction - INFO - Epoch [168][360/627] lr: 1.618e-01, eta: 12:48:22, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3971, loss: 2.3971 2020-07-03 06:31:42,419 - mmaction - INFO - Epoch [168][380/627] lr: 1.618e-01, eta: 12:48:04, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4644, loss: 2.4644 2020-07-03 06:31:58,636 - mmaction - INFO - Epoch [168][400/627] lr: 1.618e-01, eta: 12:47:47, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.4463, loss: 2.4463 2020-07-03 06:32:15,107 - mmaction - INFO - Epoch [168][420/627] lr: 1.618e-01, eta: 12:47:31, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3405, loss: 2.3405 2020-07-03 06:32:31,419 - mmaction - INFO - Epoch [168][440/627] lr: 1.618e-01, eta: 12:47:14, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1314, loss: 2.1314 2020-07-03 06:32:48,036 - mmaction - INFO - Epoch [168][460/627] lr: 1.618e-01, eta: 12:46:57, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.4849, loss: 2.4849 2020-07-03 06:33:04,215 - mmaction - INFO - Epoch [168][480/627] lr: 1.618e-01, eta: 12:46:40, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.5852, loss: 2.5852 2020-07-03 06:33:20,407 - mmaction - INFO - Epoch [168][500/627] lr: 1.618e-01, eta: 12:46:23, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7281, loss_cls: 2.2370, loss: 2.2370 2020-07-03 06:33:36,606 - mmaction - INFO - Epoch [168][520/627] lr: 1.618e-01, eta: 12:46:06, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3484, loss: 2.3484 2020-07-03 06:33:52,860 - mmaction - INFO - Epoch [168][540/627] lr: 1.618e-01, eta: 12:45:48, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5129, loss: 2.5129 2020-07-03 06:34:09,028 - mmaction - INFO - Epoch [168][560/627] lr: 1.618e-01, eta: 12:45:31, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6344, loss_cls: 2.6293, loss: 2.6293 2020-07-03 06:34:25,186 - mmaction - INFO - Epoch [168][580/627] lr: 1.618e-01, eta: 12:45:14, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4097, loss: 2.4097 2020-07-03 06:34:41,401 - mmaction - INFO - Epoch [168][600/627] lr: 1.618e-01, eta: 12:44:57, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5399, loss: 2.5399 2020-07-03 06:34:57,615 - mmaction - INFO - Epoch [168][620/627] lr: 1.618e-01, eta: 12:44:40, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.2952, loss: 2.2952 2020-07-03 06:35:02,949 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-07-03 06:35:25,327 - mmaction - INFO - Epoch [169][20/627] lr: 1.586e-01, eta: 12:44:16, time: 1.049, data_time: 0.238, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2416, loss: 2.2416 2020-07-03 06:35:41,503 - mmaction - INFO - Epoch [169][40/627] lr: 1.586e-01, eta: 12:43:59, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7007, loss: 2.7007 2020-07-03 06:35:57,653 - mmaction - INFO - Epoch [169][60/627] lr: 1.586e-01, eta: 12:43:42, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4512, loss: 2.4512 2020-07-03 06:36:13,900 - mmaction - INFO - Epoch [169][80/627] lr: 1.586e-01, eta: 12:43:25, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4002, loss: 2.4002 2020-07-03 06:36:30,485 - mmaction - INFO - Epoch [169][100/627] lr: 1.586e-01, eta: 12:43:08, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3129, loss: 2.3129 2020-07-03 06:36:46,705 - mmaction - INFO - Epoch [169][120/627] lr: 1.586e-01, eta: 12:42:51, time: 0.814, data_time: 0.005, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3974, loss: 2.3974 2020-07-03 06:37:03,235 - mmaction - INFO - Epoch [169][140/627] lr: 1.586e-01, eta: 12:42:34, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5520, loss: 2.5520 2020-07-03 06:37:19,721 - mmaction - INFO - Epoch [169][160/627] lr: 1.586e-01, eta: 12:42:17, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.4980, loss: 2.4980 2020-07-03 06:37:36,200 - mmaction - INFO - Epoch [169][180/627] lr: 1.586e-01, eta: 12:42:01, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.5988, loss: 2.5988 2020-07-03 06:37:52,359 - mmaction - INFO - Epoch [169][200/627] lr: 1.586e-01, eta: 12:41:43, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1094, loss: 2.1094 2020-07-03 06:38:08,577 - mmaction - INFO - Epoch [169][220/627] lr: 1.586e-01, eta: 12:41:26, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4016, loss: 2.4016 2020-07-03 06:38:25,013 - mmaction - INFO - Epoch [169][240/627] lr: 1.586e-01, eta: 12:41:10, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.4550, loss: 2.4550 2020-07-03 06:38:41,640 - mmaction - INFO - Epoch [169][260/627] lr: 1.586e-01, eta: 12:40:53, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3888, loss: 2.3888 2020-07-03 06:38:57,826 - mmaction - INFO - Epoch [169][280/627] lr: 1.586e-01, eta: 12:40:36, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.4558, loss: 2.4558 2020-07-03 06:39:13,966 - mmaction - INFO - Epoch [169][300/627] lr: 1.586e-01, eta: 12:40:19, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2782, loss: 2.2782 2020-07-03 06:39:30,200 - mmaction - INFO - Epoch [169][320/627] lr: 1.586e-01, eta: 12:40:02, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.3602, loss: 2.3602 2020-07-03 06:39:47,055 - mmaction - INFO - Epoch [169][340/627] lr: 1.586e-01, eta: 12:39:45, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.4199, loss: 2.4199 2020-07-03 06:40:03,565 - mmaction - INFO - Epoch [169][360/627] lr: 1.586e-01, eta: 12:39:28, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3960, loss: 2.3960 2020-07-03 06:40:19,850 - mmaction - INFO - Epoch [169][380/627] lr: 1.586e-01, eta: 12:39:11, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6844, loss_cls: 2.3590, loss: 2.3590 2020-07-03 06:40:36,045 - mmaction - INFO - Epoch [169][400/627] lr: 1.586e-01, eta: 12:38:54, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.4164, loss: 2.4164 2020-07-03 06:40:52,176 - mmaction - INFO - Epoch [169][420/627] lr: 1.586e-01, eta: 12:38:37, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3943, loss: 2.3943 2020-07-03 06:41:09,184 - mmaction - INFO - Epoch [169][440/627] lr: 1.586e-01, eta: 12:38:21, time: 0.850, data_time: 0.001, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1927, loss: 2.1927 2020-07-03 06:41:25,842 - mmaction - INFO - Epoch [169][460/627] lr: 1.586e-01, eta: 12:38:04, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3780, loss: 2.3780 2020-07-03 06:41:42,013 - mmaction - INFO - Epoch [169][480/627] lr: 1.586e-01, eta: 12:37:47, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.2286, loss: 2.2286 2020-07-03 06:41:58,287 - mmaction - INFO - Epoch [169][500/627] lr: 1.586e-01, eta: 12:37:30, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6844, loss_cls: 2.3894, loss: 2.3894 2020-07-03 06:42:14,475 - mmaction - INFO - Epoch [169][520/627] lr: 1.586e-01, eta: 12:37:13, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2647, loss: 2.2647 2020-07-03 06:42:30,651 - mmaction - INFO - Epoch [169][540/627] lr: 1.586e-01, eta: 12:36:56, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3564, loss: 2.3564 2020-07-03 06:42:47,267 - mmaction - INFO - Epoch [169][560/627] lr: 1.586e-01, eta: 12:36:39, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.5100, loss: 2.5100 2020-07-03 06:43:03,476 - mmaction - INFO - Epoch [169][580/627] lr: 1.586e-01, eta: 12:36:22, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.4104, loss: 2.4104 2020-07-03 06:43:20,102 - mmaction - INFO - Epoch [169][600/627] lr: 1.586e-01, eta: 12:36:06, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1011, loss: 2.1011 2020-07-03 06:43:36,622 - mmaction - INFO - Epoch [169][620/627] lr: 1.586e-01, eta: 12:35:49, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5643, loss: 2.5643 2020-07-03 06:44:04,642 - mmaction - INFO - Epoch [170][20/627] lr: 1.553e-01, eta: 12:35:27, time: 1.133, data_time: 0.297, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6594, loss_cls: 2.4596, loss: 2.4596 2020-07-03 06:44:21,139 - mmaction - INFO - Epoch [170][40/627] lr: 1.553e-01, eta: 12:35:10, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.3246, loss: 2.3246 2020-07-03 06:44:37,304 - mmaction - INFO - Epoch [170][60/627] lr: 1.553e-01, eta: 12:34:53, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.3356, loss: 2.3356 2020-07-03 06:44:53,456 - mmaction - INFO - Epoch [170][80/627] lr: 1.553e-01, eta: 12:34:36, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2120, loss: 2.2120 2020-07-03 06:45:09,649 - mmaction - INFO - Epoch [170][100/627] lr: 1.553e-01, eta: 12:34:19, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.3122, loss: 2.3122 2020-07-03 06:45:25,897 - mmaction - INFO - Epoch [170][120/627] lr: 1.553e-01, eta: 12:34:02, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.4906, top5_acc: 0.6875, loss_cls: 2.3928, loss: 2.3928 2020-07-03 06:45:42,324 - mmaction - INFO - Epoch [170][140/627] lr: 1.553e-01, eta: 12:33:45, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3217, loss: 2.3217 2020-07-03 06:45:58,500 - mmaction - INFO - Epoch [170][160/627] lr: 1.553e-01, eta: 12:33:28, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.2775, loss: 2.2775 2020-07-03 06:46:14,693 - mmaction - INFO - Epoch [170][180/627] lr: 1.553e-01, eta: 12:33:11, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3822, loss: 2.3822 2020-07-03 06:46:30,841 - mmaction - INFO - Epoch [170][200/627] lr: 1.553e-01, eta: 12:32:54, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3732, loss: 2.3732 2020-07-03 06:46:47,043 - mmaction - INFO - Epoch [170][220/627] lr: 1.553e-01, eta: 12:32:37, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.6023, loss: 2.6023 2020-07-03 06:47:03,645 - mmaction - INFO - Epoch [170][240/627] lr: 1.553e-01, eta: 12:32:20, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.4034, loss: 2.4034 2020-07-03 06:47:19,834 - mmaction - INFO - Epoch [170][260/627] lr: 1.553e-01, eta: 12:32:03, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.6375, loss: 2.6375 2020-07-03 06:47:36,029 - mmaction - INFO - Epoch [170][280/627] lr: 1.553e-01, eta: 12:31:46, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.5600, loss: 2.5600 2020-07-03 06:47:52,245 - mmaction - INFO - Epoch [170][300/627] lr: 1.553e-01, eta: 12:31:29, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4062, top5_acc: 0.7063, loss_cls: 2.4625, loss: 2.4625 2020-07-03 06:48:08,376 - mmaction - INFO - Epoch [170][320/627] lr: 1.553e-01, eta: 12:31:11, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.3729, loss: 2.3729 2020-07-03 06:48:24,511 - mmaction - INFO - Epoch [170][340/627] lr: 1.553e-01, eta: 12:30:54, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5928, loss: 2.5928 2020-07-03 06:48:40,752 - mmaction - INFO - Epoch [170][360/627] lr: 1.553e-01, eta: 12:30:37, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4442, loss: 2.4442 2020-07-03 06:48:57,368 - mmaction - INFO - Epoch [170][380/627] lr: 1.553e-01, eta: 12:30:21, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.3937, top5_acc: 0.6781, loss_cls: 2.6035, loss: 2.6035 2020-07-03 06:49:14,011 - mmaction - INFO - Epoch [170][400/627] lr: 1.553e-01, eta: 12:30:04, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.3826, loss: 2.3826 2020-07-03 06:49:30,194 - mmaction - INFO - Epoch [170][420/627] lr: 1.553e-01, eta: 12:29:47, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.3984, loss: 2.3984 2020-07-03 06:49:46,375 - mmaction - INFO - Epoch [170][440/627] lr: 1.553e-01, eta: 12:29:30, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.4941, loss: 2.4941 2020-07-03 06:50:02,857 - mmaction - INFO - Epoch [170][460/627] lr: 1.553e-01, eta: 12:29:13, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.4138, loss: 2.4138 2020-07-03 06:50:19,382 - mmaction - INFO - Epoch [170][480/627] lr: 1.553e-01, eta: 12:28:56, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.5118, loss: 2.5118 2020-07-03 06:50:35,497 - mmaction - INFO - Epoch [170][500/627] lr: 1.553e-01, eta: 12:28:39, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3463, loss: 2.3463 2020-07-03 06:50:51,758 - mmaction - INFO - Epoch [170][520/627] lr: 1.553e-01, eta: 12:28:22, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6906, loss_cls: 2.4706, loss: 2.4706 2020-07-03 06:51:08,242 - mmaction - INFO - Epoch [170][540/627] lr: 1.553e-01, eta: 12:28:06, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.6080, loss: 2.6080 2020-07-03 06:51:24,368 - mmaction - INFO - Epoch [170][560/627] lr: 1.553e-01, eta: 12:27:48, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6813, loss_cls: 2.5250, loss: 2.5250 2020-07-03 06:51:40,657 - mmaction - INFO - Epoch [170][580/627] lr: 1.553e-01, eta: 12:27:31, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.6875, loss_cls: 2.4721, loss: 2.4721 2020-07-03 06:51:57,620 - mmaction - INFO - Epoch [170][600/627] lr: 1.553e-01, eta: 12:27:15, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.3621, loss: 2.3621 2020-07-03 06:52:13,812 - mmaction - INFO - Epoch [170][620/627] lr: 1.553e-01, eta: 12:26:58, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2587, loss: 2.2587 2020-07-03 06:52:41,486 - mmaction - INFO - Epoch [171][20/627] lr: 1.521e-01, eta: 12:26:36, time: 1.119, data_time: 0.293, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5719, loss: 2.5719 2020-07-03 06:52:57,651 - mmaction - INFO - Epoch [171][40/627] lr: 1.521e-01, eta: 12:26:18, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.1990, loss: 2.1990 2020-07-03 06:53:13,832 - mmaction - INFO - Epoch [171][60/627] lr: 1.521e-01, eta: 12:26:01, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4156, loss: 2.4156 2020-07-03 06:53:30,421 - mmaction - INFO - Epoch [171][80/627] lr: 1.521e-01, eta: 12:25:45, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3671, loss: 2.3671 2020-07-03 06:53:46,987 - mmaction - INFO - Epoch [171][100/627] lr: 1.521e-01, eta: 12:25:28, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4279, loss: 2.4279 2020-07-03 06:54:03,155 - mmaction - INFO - Epoch [171][120/627] lr: 1.521e-01, eta: 12:25:11, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.3220, loss: 2.3220 2020-07-03 06:54:19,386 - mmaction - INFO - Epoch [171][140/627] lr: 1.521e-01, eta: 12:24:54, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4057, loss: 2.4057 2020-07-03 06:54:35,928 - mmaction - INFO - Epoch [171][160/627] lr: 1.521e-01, eta: 12:24:37, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2626, loss: 2.2626 2020-07-03 06:54:52,141 - mmaction - INFO - Epoch [171][180/627] lr: 1.521e-01, eta: 12:24:20, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2727, loss: 2.2727 2020-07-03 06:55:08,328 - mmaction - INFO - Epoch [171][200/627] lr: 1.521e-01, eta: 12:24:03, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3758, loss: 2.3758 2020-07-03 06:55:24,535 - mmaction - INFO - Epoch [171][220/627] lr: 1.521e-01, eta: 12:23:46, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4511, loss: 2.4511 2020-07-03 06:55:40,678 - mmaction - INFO - Epoch [171][240/627] lr: 1.521e-01, eta: 12:23:29, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5801, loss: 2.5801 2020-07-03 06:55:57,180 - mmaction - INFO - Epoch [171][260/627] lr: 1.521e-01, eta: 12:23:12, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.4477, loss: 2.4477 2020-07-03 06:56:13,724 - mmaction - INFO - Epoch [171][280/627] lr: 1.521e-01, eta: 12:22:56, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5553, loss: 2.5553 2020-07-03 06:56:29,966 - mmaction - INFO - Epoch [171][300/627] lr: 1.521e-01, eta: 12:22:38, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0783, loss: 2.0783 2020-07-03 06:56:46,191 - mmaction - INFO - Epoch [171][320/627] lr: 1.521e-01, eta: 12:22:21, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6781, loss_cls: 2.4338, loss: 2.4338 2020-07-03 06:57:02,299 - mmaction - INFO - Epoch [171][340/627] lr: 1.521e-01, eta: 12:22:04, time: 0.809, data_time: 0.005, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4563, loss: 2.4563 2020-07-03 06:57:18,545 - mmaction - INFO - Epoch [171][360/627] lr: 1.521e-01, eta: 12:21:47, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4725, loss: 2.4725 2020-07-03 06:57:35,686 - mmaction - INFO - Epoch [171][380/627] lr: 1.521e-01, eta: 12:21:31, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.4657, loss: 2.4657 2020-07-03 06:57:52,181 - mmaction - INFO - Epoch [171][400/627] lr: 1.521e-01, eta: 12:21:14, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3270, loss: 2.3270 2020-07-03 06:58:09,225 - mmaction - INFO - Epoch [171][420/627] lr: 1.521e-01, eta: 12:20:58, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.3620, loss: 2.3620 2020-07-03 06:58:25,376 - mmaction - INFO - Epoch [171][440/627] lr: 1.521e-01, eta: 12:20:41, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4655, loss: 2.4655 2020-07-03 06:58:41,629 - mmaction - INFO - Epoch [171][460/627] lr: 1.521e-01, eta: 12:20:24, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2444, loss: 2.2444 2020-07-03 06:58:57,818 - mmaction - INFO - Epoch [171][480/627] lr: 1.521e-01, eta: 12:20:07, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.5756, loss: 2.5756 2020-07-03 06:59:14,155 - mmaction - INFO - Epoch [171][500/627] lr: 1.521e-01, eta: 12:19:50, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6656, loss_cls: 2.4915, loss: 2.4915 2020-07-03 06:59:30,359 - mmaction - INFO - Epoch [171][520/627] lr: 1.521e-01, eta: 12:19:33, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6719, loss_cls: 2.4147, loss: 2.4147 2020-07-03 06:59:46,519 - mmaction - INFO - Epoch [171][540/627] lr: 1.521e-01, eta: 12:19:16, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3274, loss: 2.3274 2020-07-03 07:00:04,254 - mmaction - INFO - Epoch [171][560/627] lr: 1.521e-01, eta: 12:18:59, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4731, loss: 2.4731 2020-07-03 07:00:24,842 - mmaction - INFO - Epoch [171][580/627] lr: 1.521e-01, eta: 12:18:48, time: 1.107, data_time: 0.108, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.5275, loss: 2.5275 2020-07-03 07:00:41,037 - mmaction - INFO - Epoch [171][600/627] lr: 1.521e-01, eta: 12:18:31, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5391, loss: 2.5391 2020-07-03 07:00:57,094 - mmaction - INFO - Epoch [171][620/627] lr: 1.521e-01, eta: 12:18:14, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6875, loss_cls: 2.3961, loss: 2.3961 2020-07-03 07:01:30,410 - mmaction - INFO - Epoch [172][20/627] lr: 1.489e-01, eta: 12:17:57, time: 1.399, data_time: 0.568, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3215, loss: 2.3215 2020-07-03 07:01:46,585 - mmaction - INFO - Epoch [172][40/627] lr: 1.489e-01, eta: 12:17:40, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5424, loss: 2.5424 2020-07-03 07:02:02,745 - mmaction - INFO - Epoch [172][60/627] lr: 1.489e-01, eta: 12:17:23, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4556, loss: 2.4556 2020-07-03 07:02:19,296 - mmaction - INFO - Epoch [172][80/627] lr: 1.489e-01, eta: 12:17:06, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2934, loss: 2.2934 2020-07-03 07:02:35,541 - mmaction - INFO - Epoch [172][100/627] lr: 1.489e-01, eta: 12:16:49, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2089, loss: 2.2089 2020-07-03 07:02:51,739 - mmaction - INFO - Epoch [172][120/627] lr: 1.489e-01, eta: 12:16:32, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.2173, loss: 2.2173 2020-07-03 07:03:07,930 - mmaction - INFO - Epoch [172][140/627] lr: 1.489e-01, eta: 12:16:15, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.5018, loss: 2.5018 2020-07-03 07:03:24,110 - mmaction - INFO - Epoch [172][160/627] lr: 1.489e-01, eta: 12:15:58, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.4517, loss: 2.4517 2020-07-03 07:03:40,757 - mmaction - INFO - Epoch [172][180/627] lr: 1.489e-01, eta: 12:15:41, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4233, loss: 2.4233 2020-07-03 07:03:57,343 - mmaction - INFO - Epoch [172][200/627] lr: 1.489e-01, eta: 12:15:25, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4512, loss: 2.4512 2020-07-03 07:04:13,435 - mmaction - INFO - Epoch [172][220/627] lr: 1.489e-01, eta: 12:15:08, time: 0.808, data_time: 0.005, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4186, loss: 2.4186 2020-07-03 07:04:29,605 - mmaction - INFO - Epoch [172][240/627] lr: 1.489e-01, eta: 12:14:51, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.5770, loss: 2.5770 2020-07-03 07:04:46,481 - mmaction - INFO - Epoch [172][260/627] lr: 1.489e-01, eta: 12:14:34, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.3884, loss: 2.3884 2020-07-03 07:05:02,615 - mmaction - INFO - Epoch [172][280/627] lr: 1.489e-01, eta: 12:14:17, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.1640, loss: 2.1640 2020-07-03 07:05:18,935 - mmaction - INFO - Epoch [172][300/627] lr: 1.489e-01, eta: 12:14:00, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.4262, loss: 2.4262 2020-07-03 07:05:35,528 - mmaction - INFO - Epoch [172][320/627] lr: 1.489e-01, eta: 12:13:43, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4488, loss: 2.4488 2020-07-03 07:05:51,672 - mmaction - INFO - Epoch [172][340/627] lr: 1.489e-01, eta: 12:13:26, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5650, loss: 2.5650 2020-07-03 07:06:07,820 - mmaction - INFO - Epoch [172][360/627] lr: 1.489e-01, eta: 12:13:09, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4980, loss: 2.4980 2020-07-03 07:06:24,323 - mmaction - INFO - Epoch [172][380/627] lr: 1.489e-01, eta: 12:12:53, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4190, loss: 2.4190 2020-07-03 07:06:40,513 - mmaction - INFO - Epoch [172][400/627] lr: 1.489e-01, eta: 12:12:35, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.3986, loss: 2.3986 2020-07-03 07:06:57,009 - mmaction - INFO - Epoch [172][420/627] lr: 1.489e-01, eta: 12:12:19, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3666, loss: 2.3666 2020-07-03 07:07:13,204 - mmaction - INFO - Epoch [172][440/627] lr: 1.489e-01, eta: 12:12:02, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4185, loss: 2.4185 2020-07-03 07:07:30,208 - mmaction - INFO - Epoch [172][460/627] lr: 1.489e-01, eta: 12:11:45, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6531, loss_cls: 2.6492, loss: 2.6492 2020-07-03 07:07:46,315 - mmaction - INFO - Epoch [172][480/627] lr: 1.489e-01, eta: 12:11:28, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4716, loss: 2.4716 2020-07-03 07:08:02,605 - mmaction - INFO - Epoch [172][500/627] lr: 1.489e-01, eta: 12:11:11, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4922, loss: 2.4922 2020-07-03 07:08:18,856 - mmaction - INFO - Epoch [172][520/627] lr: 1.489e-01, eta: 12:10:54, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3966, loss: 2.3966 2020-07-03 07:08:35,360 - mmaction - INFO - Epoch [172][540/627] lr: 1.489e-01, eta: 12:10:38, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6625, loss_cls: 2.5148, loss: 2.5148 2020-07-03 07:08:51,513 - mmaction - INFO - Epoch [172][560/627] lr: 1.489e-01, eta: 12:10:21, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4887, loss: 2.4887 2020-07-03 07:09:07,618 - mmaction - INFO - Epoch [172][580/627] lr: 1.489e-01, eta: 12:10:03, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4449, loss: 2.4449 2020-07-03 07:09:24,130 - mmaction - INFO - Epoch [172][600/627] lr: 1.489e-01, eta: 12:09:47, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.2332, loss: 2.2332 2020-07-03 07:09:40,250 - mmaction - INFO - Epoch [172][620/627] lr: 1.489e-01, eta: 12:09:30, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3292, loss: 2.3292 2020-07-03 07:09:45,530 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-07-03 07:10:08,124 - mmaction - INFO - Epoch [173][20/627] lr: 1.458e-01, eta: 12:09:06, time: 1.049, data_time: 0.232, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5782, loss: 2.5782 2020-07-03 07:10:24,317 - mmaction - INFO - Epoch [173][40/627] lr: 1.458e-01, eta: 12:08:49, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.3310, loss: 2.3310 2020-07-03 07:10:41,207 - mmaction - INFO - Epoch [173][60/627] lr: 1.458e-01, eta: 12:08:32, time: 0.844, data_time: 0.004, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3195, loss: 2.3195 2020-07-03 07:10:57,733 - mmaction - INFO - Epoch [173][80/627] lr: 1.458e-01, eta: 12:08:16, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3808, loss: 2.3808 2020-07-03 07:11:13,886 - mmaction - INFO - Epoch [173][100/627] lr: 1.458e-01, eta: 12:07:59, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1827, loss: 2.1827 2020-07-03 07:11:30,040 - mmaction - INFO - Epoch [173][120/627] lr: 1.458e-01, eta: 12:07:41, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6781, loss_cls: 2.3762, loss: 2.3762 2020-07-03 07:11:46,374 - mmaction - INFO - Epoch [173][140/627] lr: 1.458e-01, eta: 12:07:25, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.3209, loss: 2.3209 2020-07-03 07:12:02,895 - mmaction - INFO - Epoch [173][160/627] lr: 1.458e-01, eta: 12:07:08, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2728, loss: 2.2728 2020-07-03 07:12:19,112 - mmaction - INFO - Epoch [173][180/627] lr: 1.458e-01, eta: 12:06:51, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5013, loss: 2.5013 2020-07-03 07:12:35,251 - mmaction - INFO - Epoch [173][200/627] lr: 1.458e-01, eta: 12:06:34, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4272, loss: 2.4272 2020-07-03 07:12:51,907 - mmaction - INFO - Epoch [173][220/627] lr: 1.458e-01, eta: 12:06:17, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4856, loss: 2.4856 2020-07-03 07:13:08,070 - mmaction - INFO - Epoch [173][240/627] lr: 1.458e-01, eta: 12:06:00, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5137, loss: 2.5137 2020-07-03 07:13:24,536 - mmaction - INFO - Epoch [173][260/627] lr: 1.458e-01, eta: 12:05:43, time: 0.824, data_time: 0.004, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4167, loss: 2.4167 2020-07-03 07:13:40,729 - mmaction - INFO - Epoch [173][280/627] lr: 1.458e-01, eta: 12:05:26, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.6906, loss_cls: 2.3124, loss: 2.3124 2020-07-03 07:13:56,944 - mmaction - INFO - Epoch [173][300/627] lr: 1.458e-01, eta: 12:05:09, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5217, loss: 2.5217 2020-07-03 07:14:13,564 - mmaction - INFO - Epoch [173][320/627] lr: 1.458e-01, eta: 12:04:53, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7188, loss_cls: 2.2426, loss: 2.2426 2020-07-03 07:14:29,724 - mmaction - INFO - Epoch [173][340/627] lr: 1.458e-01, eta: 12:04:36, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4422, loss: 2.4422 2020-07-03 07:14:45,875 - mmaction - INFO - Epoch [173][360/627] lr: 1.458e-01, eta: 12:04:19, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2737, loss: 2.2737 2020-07-03 07:15:02,486 - mmaction - INFO - Epoch [173][380/627] lr: 1.458e-01, eta: 12:04:02, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4576, loss: 2.4576 2020-07-03 07:15:18,632 - mmaction - INFO - Epoch [173][400/627] lr: 1.458e-01, eta: 12:03:45, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.4019, loss: 2.4019 2020-07-03 07:15:34,961 - mmaction - INFO - Epoch [173][420/627] lr: 1.458e-01, eta: 12:03:28, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.5265, loss: 2.5265 2020-07-03 07:15:51,182 - mmaction - INFO - Epoch [173][440/627] lr: 1.458e-01, eta: 12:03:11, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3837, loss: 2.3837 2020-07-03 07:16:07,341 - mmaction - INFO - Epoch [173][460/627] lr: 1.458e-01, eta: 12:02:54, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.3714, loss: 2.3714 2020-07-03 07:16:23,531 - mmaction - INFO - Epoch [173][480/627] lr: 1.458e-01, eta: 12:02:37, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4631, loss: 2.4631 2020-07-03 07:16:40,480 - mmaction - INFO - Epoch [173][500/627] lr: 1.458e-01, eta: 12:02:21, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.4381, loss: 2.4381 2020-07-03 07:16:57,376 - mmaction - INFO - Epoch [173][520/627] lr: 1.458e-01, eta: 12:02:04, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.2128, loss: 2.2128 2020-07-03 07:17:13,646 - mmaction - INFO - Epoch [173][540/627] lr: 1.458e-01, eta: 12:01:47, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.4724, loss: 2.4724 2020-07-03 07:17:30,453 - mmaction - INFO - Epoch [173][560/627] lr: 1.458e-01, eta: 12:01:31, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.2224, loss: 2.2224 2020-07-03 07:17:46,523 - mmaction - INFO - Epoch [173][580/627] lr: 1.458e-01, eta: 12:01:14, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.6844, loss_cls: 2.4164, loss: 2.4164 2020-07-03 07:18:03,113 - mmaction - INFO - Epoch [173][600/627] lr: 1.458e-01, eta: 12:00:57, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3462, loss: 2.3462 2020-07-03 07:18:19,208 - mmaction - INFO - Epoch [173][620/627] lr: 1.458e-01, eta: 12:00:40, time: 0.807, data_time: 0.004, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.4140, loss: 2.4140 2020-07-03 07:18:46,895 - mmaction - INFO - Epoch [174][20/627] lr: 1.426e-01, eta: 12:00:17, time: 1.118, data_time: 0.305, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4235, loss: 2.4235 2020-07-03 07:19:03,178 - mmaction - INFO - Epoch [174][40/627] lr: 1.426e-01, eta: 12:00:00, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3583, loss: 2.3583 2020-07-03 07:19:19,692 - mmaction - INFO - Epoch [174][60/627] lr: 1.426e-01, eta: 11:59:44, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6656, loss_cls: 2.4971, loss: 2.4971 2020-07-03 07:19:35,883 - mmaction - INFO - Epoch [174][80/627] lr: 1.426e-01, eta: 11:59:27, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2524, loss: 2.2524 2020-07-03 07:19:52,092 - mmaction - INFO - Epoch [174][100/627] lr: 1.426e-01, eta: 11:59:10, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.4333, loss: 2.4333 2020-07-03 07:20:08,286 - mmaction - INFO - Epoch [174][120/627] lr: 1.426e-01, eta: 11:58:53, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.1398, loss: 2.1398 2020-07-03 07:20:24,432 - mmaction - INFO - Epoch [174][140/627] lr: 1.426e-01, eta: 11:58:36, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6339, loss: 2.6339 2020-07-03 07:20:40,669 - mmaction - INFO - Epoch [174][160/627] lr: 1.426e-01, eta: 11:58:19, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6588, loss: 2.6588 2020-07-03 07:20:56,852 - mmaction - INFO - Epoch [174][180/627] lr: 1.426e-01, eta: 11:58:02, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3557, loss: 2.3557 2020-07-03 07:21:13,057 - mmaction - INFO - Epoch [174][200/627] lr: 1.426e-01, eta: 11:57:45, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7063, loss_cls: 2.2894, loss: 2.2894 2020-07-03 07:21:29,264 - mmaction - INFO - Epoch [174][220/627] lr: 1.426e-01, eta: 11:57:28, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.4180, loss: 2.4180 2020-07-03 07:21:45,427 - mmaction - INFO - Epoch [174][240/627] lr: 1.426e-01, eta: 11:57:11, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.4495, loss: 2.4495 2020-07-03 07:22:02,207 - mmaction - INFO - Epoch [174][260/627] lr: 1.426e-01, eta: 11:56:54, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5919, loss: 2.5919 2020-07-03 07:22:18,390 - mmaction - INFO - Epoch [174][280/627] lr: 1.426e-01, eta: 11:56:37, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.3718, loss: 2.3718 2020-07-03 07:22:34,583 - mmaction - INFO - Epoch [174][300/627] lr: 1.426e-01, eta: 11:56:20, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0681, loss: 2.0681 2020-07-03 07:22:50,856 - mmaction - INFO - Epoch [174][320/627] lr: 1.426e-01, eta: 11:56:03, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4683, loss: 2.4683 2020-07-03 07:23:07,093 - mmaction - INFO - Epoch [174][340/627] lr: 1.426e-01, eta: 11:55:46, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.6625, loss_cls: 2.3383, loss: 2.3383 2020-07-03 07:23:23,284 - mmaction - INFO - Epoch [174][360/627] lr: 1.426e-01, eta: 11:55:29, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2870, loss: 2.2870 2020-07-03 07:23:39,437 - mmaction - INFO - Epoch [174][380/627] lr: 1.426e-01, eta: 11:55:12, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.2557, loss: 2.2557 2020-07-03 07:23:55,607 - mmaction - INFO - Epoch [174][400/627] lr: 1.426e-01, eta: 11:54:55, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.5420, loss: 2.5420 2020-07-03 07:24:11,746 - mmaction - INFO - Epoch [174][420/627] lr: 1.426e-01, eta: 11:54:38, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3460, loss: 2.3460 2020-07-03 07:24:27,973 - mmaction - INFO - Epoch [174][440/627] lr: 1.426e-01, eta: 11:54:21, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.5662, loss: 2.5662 2020-07-03 07:24:44,520 - mmaction - INFO - Epoch [174][460/627] lr: 1.426e-01, eta: 11:54:04, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6875, loss_cls: 2.3575, loss: 2.3575 2020-07-03 07:25:01,059 - mmaction - INFO - Epoch [174][480/627] lr: 1.426e-01, eta: 11:53:48, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.7171, loss: 2.7171 2020-07-03 07:25:17,382 - mmaction - INFO - Epoch [174][500/627] lr: 1.426e-01, eta: 11:53:31, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4754, loss: 2.4754 2020-07-03 07:25:33,528 - mmaction - INFO - Epoch [174][520/627] lr: 1.426e-01, eta: 11:53:14, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2375, loss: 2.2375 2020-07-03 07:25:50,059 - mmaction - INFO - Epoch [174][540/627] lr: 1.426e-01, eta: 11:52:57, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3438, loss: 2.3438 2020-07-03 07:26:06,374 - mmaction - INFO - Epoch [174][560/627] lr: 1.426e-01, eta: 11:52:40, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1933, loss: 2.1933 2020-07-03 07:26:22,558 - mmaction - INFO - Epoch [174][580/627] lr: 1.426e-01, eta: 11:52:23, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6719, loss_cls: 2.5283, loss: 2.5283 2020-07-03 07:26:38,762 - mmaction - INFO - Epoch [174][600/627] lr: 1.426e-01, eta: 11:52:06, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3807, loss: 2.3807 2020-07-03 07:26:54,932 - mmaction - INFO - Epoch [174][620/627] lr: 1.426e-01, eta: 11:51:49, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3302, loss: 2.3302 2020-07-03 07:27:23,026 - mmaction - INFO - Epoch [175][20/627] lr: 1.395e-01, eta: 11:51:27, time: 1.140, data_time: 0.290, memory: 11097, top1_acc: 0.4906, top5_acc: 0.6813, loss_cls: 2.3781, loss: 2.3781 2020-07-03 07:27:39,300 - mmaction - INFO - Epoch [175][40/627] lr: 1.395e-01, eta: 11:51:10, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7000, loss_cls: 2.2340, loss: 2.2340 2020-07-03 07:27:55,463 - mmaction - INFO - Epoch [175][60/627] lr: 1.395e-01, eta: 11:50:53, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.4599, loss: 2.4599 2020-07-03 07:28:11,676 - mmaction - INFO - Epoch [175][80/627] lr: 1.395e-01, eta: 11:50:36, time: 0.810, data_time: 0.000, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6750, loss_cls: 2.4504, loss: 2.4504 2020-07-03 07:28:27,888 - mmaction - INFO - Epoch [175][100/627] lr: 1.395e-01, eta: 11:50:19, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4854, loss: 2.4854 2020-07-03 07:28:44,000 - mmaction - INFO - Epoch [175][120/627] lr: 1.395e-01, eta: 11:50:02, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1786, loss: 2.1786 2020-07-03 07:29:00,534 - mmaction - INFO - Epoch [175][140/627] lr: 1.395e-01, eta: 11:49:45, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.1227, loss: 2.1227 2020-07-03 07:29:16,722 - mmaction - INFO - Epoch [175][160/627] lr: 1.395e-01, eta: 11:49:28, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2987, loss: 2.2987 2020-07-03 07:29:32,916 - mmaction - INFO - Epoch [175][180/627] lr: 1.395e-01, eta: 11:49:11, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 2.0908, loss: 2.0908 2020-07-03 07:29:49,120 - mmaction - INFO - Epoch [175][200/627] lr: 1.395e-01, eta: 11:48:54, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1812, loss: 2.1812 2020-07-03 07:30:05,318 - mmaction - INFO - Epoch [175][220/627] lr: 1.395e-01, eta: 11:48:37, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.6781, loss_cls: 2.3993, loss: 2.3993 2020-07-03 07:30:21,428 - mmaction - INFO - Epoch [175][240/627] lr: 1.395e-01, eta: 11:48:20, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4875, loss: 2.4875 2020-07-03 07:30:37,613 - mmaction - INFO - Epoch [175][260/627] lr: 1.395e-01, eta: 11:48:03, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4773, loss: 2.4773 2020-07-03 07:30:53,843 - mmaction - INFO - Epoch [175][280/627] lr: 1.395e-01, eta: 11:47:46, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4616, loss: 2.4616 2020-07-03 07:31:10,427 - mmaction - INFO - Epoch [175][300/627] lr: 1.395e-01, eta: 11:47:29, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6781, loss_cls: 2.2997, loss: 2.2997 2020-07-03 07:31:26,692 - mmaction - INFO - Epoch [175][320/627] lr: 1.395e-01, eta: 11:47:13, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4572, loss: 2.4572 2020-07-03 07:31:43,346 - mmaction - INFO - Epoch [175][340/627] lr: 1.395e-01, eta: 11:46:56, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2701, loss: 2.2701 2020-07-03 07:31:59,551 - mmaction - INFO - Epoch [175][360/627] lr: 1.395e-01, eta: 11:46:39, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.3940, loss: 2.3940 2020-07-03 07:32:15,802 - mmaction - INFO - Epoch [175][380/627] lr: 1.395e-01, eta: 11:46:22, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4692, loss: 2.4692 2020-07-03 07:32:32,204 - mmaction - INFO - Epoch [175][400/627] lr: 1.395e-01, eta: 11:46:05, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.4361, loss: 2.4361 2020-07-03 07:32:48,724 - mmaction - INFO - Epoch [175][420/627] lr: 1.395e-01, eta: 11:45:49, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.1840, loss: 2.1840 2020-07-03 07:33:05,215 - mmaction - INFO - Epoch [175][440/627] lr: 1.395e-01, eta: 11:45:32, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4685, loss: 2.4685 2020-07-03 07:33:21,703 - mmaction - INFO - Epoch [175][460/627] lr: 1.395e-01, eta: 11:45:15, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.2212, loss: 2.2212 2020-07-03 07:33:37,851 - mmaction - INFO - Epoch [175][480/627] lr: 1.395e-01, eta: 11:44:58, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.3775, loss: 2.3775 2020-07-03 07:33:54,081 - mmaction - INFO - Epoch [175][500/627] lr: 1.395e-01, eta: 11:44:41, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1366, loss: 2.1366 2020-07-03 07:34:10,275 - mmaction - INFO - Epoch [175][520/627] lr: 1.395e-01, eta: 11:44:24, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6781, loss_cls: 2.3900, loss: 2.3900 2020-07-03 07:34:26,883 - mmaction - INFO - Epoch [175][540/627] lr: 1.395e-01, eta: 11:44:07, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.5219, loss: 2.5219 2020-07-03 07:34:43,044 - mmaction - INFO - Epoch [175][560/627] lr: 1.395e-01, eta: 11:43:50, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2470, loss: 2.2470 2020-07-03 07:34:59,673 - mmaction - INFO - Epoch [175][580/627] lr: 1.395e-01, eta: 11:43:34, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6969, loss_cls: 2.3479, loss: 2.3479 2020-07-03 07:35:16,217 - mmaction - INFO - Epoch [175][600/627] lr: 1.395e-01, eta: 11:43:17, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.2790, loss: 2.2790 2020-07-03 07:35:32,708 - mmaction - INFO - Epoch [175][620/627] lr: 1.395e-01, eta: 11:43:00, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3331, loss: 2.3331 2020-07-03 07:36:01,751 - mmaction - INFO - Epoch [176][20/627] lr: 1.364e-01, eta: 11:42:39, time: 1.190, data_time: 0.288, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2633, loss: 2.2633 2020-07-03 07:36:17,956 - mmaction - INFO - Epoch [176][40/627] lr: 1.364e-01, eta: 11:42:22, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2293, loss: 2.2293 2020-07-03 07:36:34,519 - mmaction - INFO - Epoch [176][60/627] lr: 1.364e-01, eta: 11:42:06, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.2436, loss: 2.2436 2020-07-03 07:36:50,984 - mmaction - INFO - Epoch [176][80/627] lr: 1.364e-01, eta: 11:41:49, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3634, loss: 2.3634 2020-07-03 07:37:07,204 - mmaction - INFO - Epoch [176][100/627] lr: 1.364e-01, eta: 11:41:32, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.3541, loss: 2.3541 2020-07-03 07:37:23,411 - mmaction - INFO - Epoch [176][120/627] lr: 1.364e-01, eta: 11:41:15, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.4675, loss: 2.4675 2020-07-03 07:37:39,702 - mmaction - INFO - Epoch [176][140/627] lr: 1.364e-01, eta: 11:40:58, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4853, loss: 2.4853 2020-07-03 07:37:55,924 - mmaction - INFO - Epoch [176][160/627] lr: 1.364e-01, eta: 11:40:41, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1923, loss: 2.1923 2020-07-03 07:38:12,161 - mmaction - INFO - Epoch [176][180/627] lr: 1.364e-01, eta: 11:40:24, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.4021, loss: 2.4021 2020-07-03 07:38:28,312 - mmaction - INFO - Epoch [176][200/627] lr: 1.364e-01, eta: 11:40:07, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3580, loss: 2.3580 2020-07-03 07:38:44,494 - mmaction - INFO - Epoch [176][220/627] lr: 1.364e-01, eta: 11:39:50, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2737, loss: 2.2737 2020-07-03 07:39:00,634 - mmaction - INFO - Epoch [176][240/627] lr: 1.364e-01, eta: 11:39:33, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6531, loss_cls: 2.5233, loss: 2.5233 2020-07-03 07:39:16,894 - mmaction - INFO - Epoch [176][260/627] lr: 1.364e-01, eta: 11:39:16, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.4210, loss: 2.4210 2020-07-03 07:39:33,022 - mmaction - INFO - Epoch [176][280/627] lr: 1.364e-01, eta: 11:38:59, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4668, loss: 2.4668 2020-07-03 07:39:49,185 - mmaction - INFO - Epoch [176][300/627] lr: 1.364e-01, eta: 11:38:42, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.3102, loss: 2.3102 2020-07-03 07:40:05,330 - mmaction - INFO - Epoch [176][320/627] lr: 1.364e-01, eta: 11:38:25, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.4561, loss: 2.4561 2020-07-03 07:40:21,502 - mmaction - INFO - Epoch [176][340/627] lr: 1.364e-01, eta: 11:38:08, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2662, loss: 2.2662 2020-07-03 07:40:37,662 - mmaction - INFO - Epoch [176][360/627] lr: 1.364e-01, eta: 11:37:51, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3019, loss: 2.3019 2020-07-03 07:40:53,805 - mmaction - INFO - Epoch [176][380/627] lr: 1.364e-01, eta: 11:37:34, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3626, loss: 2.3626 2020-07-03 07:41:09,965 - mmaction - INFO - Epoch [176][400/627] lr: 1.364e-01, eta: 11:37:17, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3694, loss: 2.3694 2020-07-03 07:41:26,504 - mmaction - INFO - Epoch [176][420/627] lr: 1.364e-01, eta: 11:37:00, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3258, loss: 2.3258 2020-07-03 07:41:42,976 - mmaction - INFO - Epoch [176][440/627] lr: 1.364e-01, eta: 11:36:44, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6562, loss_cls: 2.5558, loss: 2.5558 2020-07-03 07:41:59,435 - mmaction - INFO - Epoch [176][460/627] lr: 1.364e-01, eta: 11:36:27, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4266, loss: 2.4266 2020-07-03 07:42:15,596 - mmaction - INFO - Epoch [176][480/627] lr: 1.364e-01, eta: 11:36:10, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4826, loss: 2.4826 2020-07-03 07:42:31,771 - mmaction - INFO - Epoch [176][500/627] lr: 1.364e-01, eta: 11:35:53, time: 0.808, data_time: 0.000, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.2973, loss: 2.2973 2020-07-03 07:42:47,955 - mmaction - INFO - Epoch [176][520/627] lr: 1.364e-01, eta: 11:35:36, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.5517, loss: 2.5517 2020-07-03 07:43:04,193 - mmaction - INFO - Epoch [176][540/627] lr: 1.364e-01, eta: 11:35:19, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4106, loss: 2.4106 2020-07-03 07:43:20,393 - mmaction - INFO - Epoch [176][560/627] lr: 1.364e-01, eta: 11:35:02, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5664, loss: 2.5664 2020-07-03 07:43:36,539 - mmaction - INFO - Epoch [176][580/627] lr: 1.364e-01, eta: 11:34:45, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.3078, loss: 2.3078 2020-07-03 07:43:52,725 - mmaction - INFO - Epoch [176][600/627] lr: 1.364e-01, eta: 11:34:28, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4897, loss: 2.4897 2020-07-03 07:44:08,887 - mmaction - INFO - Epoch [176][620/627] lr: 1.364e-01, eta: 11:34:11, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.3188, loss: 2.3188 2020-07-03 07:44:14,132 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-07-03 07:44:36,557 - mmaction - INFO - Epoch [177][20/627] lr: 1.333e-01, eta: 11:33:47, time: 1.064, data_time: 0.234, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6656, loss_cls: 2.4330, loss: 2.4330 2020-07-03 07:44:52,816 - mmaction - INFO - Epoch [177][40/627] lr: 1.333e-01, eta: 11:33:31, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.3212, loss: 2.3212 2020-07-03 07:45:08,948 - mmaction - INFO - Epoch [177][60/627] lr: 1.333e-01, eta: 11:33:14, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4639, loss: 2.4639 2020-07-03 07:45:25,600 - mmaction - INFO - Epoch [177][80/627] lr: 1.333e-01, eta: 11:32:57, time: 0.832, data_time: 0.000, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5006, loss: 2.5006 2020-07-03 07:45:41,771 - mmaction - INFO - Epoch [177][100/627] lr: 1.333e-01, eta: 11:32:40, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.3399, loss: 2.3399 2020-07-03 07:45:58,282 - mmaction - INFO - Epoch [177][120/627] lr: 1.333e-01, eta: 11:32:23, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 2.0739, loss: 2.0739 2020-07-03 07:46:14,429 - mmaction - INFO - Epoch [177][140/627] lr: 1.333e-01, eta: 11:32:06, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6844, loss_cls: 2.4649, loss: 2.4649 2020-07-03 07:46:30,975 - mmaction - INFO - Epoch [177][160/627] lr: 1.333e-01, eta: 11:31:50, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1312, loss: 2.1312 2020-07-03 07:46:47,567 - mmaction - INFO - Epoch [177][180/627] lr: 1.333e-01, eta: 11:31:33, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.4031, loss: 2.4031 2020-07-03 07:47:03,672 - mmaction - INFO - Epoch [177][200/627] lr: 1.333e-01, eta: 11:31:16, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.4658, loss: 2.4658 2020-07-03 07:47:20,365 - mmaction - INFO - Epoch [177][220/627] lr: 1.333e-01, eta: 11:30:59, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.4031, top5_acc: 0.7000, loss_cls: 2.3923, loss: 2.3923 2020-07-03 07:47:36,556 - mmaction - INFO - Epoch [177][240/627] lr: 1.333e-01, eta: 11:30:42, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.6262, loss: 2.6262 2020-07-03 07:47:52,771 - mmaction - INFO - Epoch [177][260/627] lr: 1.333e-01, eta: 11:30:25, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.4059, loss: 2.4059 2020-07-03 07:48:09,313 - mmaction - INFO - Epoch [177][280/627] lr: 1.333e-01, eta: 11:30:09, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.2388, loss: 2.2388 2020-07-03 07:48:25,481 - mmaction - INFO - Epoch [177][300/627] lr: 1.333e-01, eta: 11:29:52, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.3869, loss: 2.3869 2020-07-03 07:48:42,197 - mmaction - INFO - Epoch [177][320/627] lr: 1.333e-01, eta: 11:29:35, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6687, loss_cls: 2.4268, loss: 2.4268 2020-07-03 07:48:59,018 - mmaction - INFO - Epoch [177][340/627] lr: 1.333e-01, eta: 11:29:19, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6750, loss_cls: 2.3984, loss: 2.3984 2020-07-03 07:49:15,251 - mmaction - INFO - Epoch [177][360/627] lr: 1.333e-01, eta: 11:29:02, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3964, loss: 2.3964 2020-07-03 07:49:31,353 - mmaction - INFO - Epoch [177][380/627] lr: 1.333e-01, eta: 11:28:45, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3234, loss: 2.3234 2020-07-03 07:49:47,912 - mmaction - INFO - Epoch [177][400/627] lr: 1.333e-01, eta: 11:28:28, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5242, loss: 2.5242 2020-07-03 07:50:04,441 - mmaction - INFO - Epoch [177][420/627] lr: 1.333e-01, eta: 11:28:12, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4009, loss: 2.4009 2020-07-03 07:50:20,615 - mmaction - INFO - Epoch [177][440/627] lr: 1.333e-01, eta: 11:27:55, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3149, loss: 2.3149 2020-07-03 07:50:36,719 - mmaction - INFO - Epoch [177][460/627] lr: 1.333e-01, eta: 11:27:38, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2739, loss: 2.2739 2020-07-03 07:50:53,233 - mmaction - INFO - Epoch [177][480/627] lr: 1.333e-01, eta: 11:27:21, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.2167, loss: 2.2167 2020-07-03 07:51:09,385 - mmaction - INFO - Epoch [177][500/627] lr: 1.333e-01, eta: 11:27:04, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.3508, loss: 2.3508 2020-07-03 07:51:25,509 - mmaction - INFO - Epoch [177][520/627] lr: 1.333e-01, eta: 11:26:47, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7000, loss_cls: 2.3155, loss: 2.3155 2020-07-03 07:51:41,717 - mmaction - INFO - Epoch [177][540/627] lr: 1.333e-01, eta: 11:26:30, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3076, loss: 2.3076 2020-07-03 07:51:57,830 - mmaction - INFO - Epoch [177][560/627] lr: 1.333e-01, eta: 11:26:13, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.6151, loss: 2.6151 2020-07-03 07:52:14,003 - mmaction - INFO - Epoch [177][580/627] lr: 1.333e-01, eta: 11:25:56, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4137, loss: 2.4137 2020-07-03 07:52:30,819 - mmaction - INFO - Epoch [177][600/627] lr: 1.333e-01, eta: 11:25:39, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3331, loss: 2.3331 2020-07-03 07:52:47,330 - mmaction - INFO - Epoch [177][620/627] lr: 1.333e-01, eta: 11:25:23, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3517, loss: 2.3517 2020-07-03 07:53:14,844 - mmaction - INFO - Epoch [178][20/627] lr: 1.303e-01, eta: 11:25:00, time: 1.113, data_time: 0.291, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3764, loss: 2.3764 2020-07-03 07:53:31,064 - mmaction - INFO - Epoch [178][40/627] lr: 1.303e-01, eta: 11:24:43, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.3718, loss: 2.3718 2020-07-03 07:53:47,166 - mmaction - INFO - Epoch [178][60/627] lr: 1.303e-01, eta: 11:24:26, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.6375, loss: 2.6375 2020-07-03 07:54:03,754 - mmaction - INFO - Epoch [178][80/627] lr: 1.303e-01, eta: 11:24:10, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.3117, loss: 2.3117 2020-07-03 07:54:19,895 - mmaction - INFO - Epoch [178][100/627] lr: 1.303e-01, eta: 11:23:53, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3567, loss: 2.3567 2020-07-03 07:54:36,072 - mmaction - INFO - Epoch [178][120/627] lr: 1.303e-01, eta: 11:23:36, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2944, loss: 2.2944 2020-07-03 07:54:52,276 - mmaction - INFO - Epoch [178][140/627] lr: 1.303e-01, eta: 11:23:19, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.3185, loss: 2.3185 2020-07-03 07:55:08,499 - mmaction - INFO - Epoch [178][160/627] lr: 1.303e-01, eta: 11:23:02, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3479, loss: 2.3479 2020-07-03 07:55:24,691 - mmaction - INFO - Epoch [178][180/627] lr: 1.303e-01, eta: 11:22:45, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.2255, loss: 2.2255 2020-07-03 07:55:41,579 - mmaction - INFO - Epoch [178][200/627] lr: 1.303e-01, eta: 11:22:28, time: 0.845, data_time: 0.005, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1067, loss: 2.1067 2020-07-03 07:55:57,723 - mmaction - INFO - Epoch [178][220/627] lr: 1.303e-01, eta: 11:22:11, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3340, loss: 2.3340 2020-07-03 07:56:13,908 - mmaction - INFO - Epoch [178][240/627] lr: 1.303e-01, eta: 11:21:54, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3791, loss: 2.3791 2020-07-03 07:56:30,118 - mmaction - INFO - Epoch [178][260/627] lr: 1.303e-01, eta: 11:21:38, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3663, loss: 2.3663 2020-07-03 07:56:46,298 - mmaction - INFO - Epoch [178][280/627] lr: 1.303e-01, eta: 11:21:21, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1014, loss: 2.1014 2020-07-03 07:57:02,467 - mmaction - INFO - Epoch [178][300/627] lr: 1.303e-01, eta: 11:21:04, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2774, loss: 2.2774 2020-07-03 07:57:18,663 - mmaction - INFO - Epoch [178][320/627] lr: 1.303e-01, eta: 11:20:47, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4868, loss: 2.4868 2020-07-03 07:57:35,817 - mmaction - INFO - Epoch [178][340/627] lr: 1.303e-01, eta: 11:20:31, time: 0.857, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2642, loss: 2.2642 2020-07-03 07:57:51,951 - mmaction - INFO - Epoch [178][360/627] lr: 1.303e-01, eta: 11:20:14, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.4459, loss: 2.4459 2020-07-03 07:58:08,129 - mmaction - INFO - Epoch [178][380/627] lr: 1.303e-01, eta: 11:19:57, time: 0.808, data_time: 0.000, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3417, loss: 2.3417 2020-07-03 07:58:24,272 - mmaction - INFO - Epoch [178][400/627] lr: 1.303e-01, eta: 11:19:40, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1767, loss: 2.1767 2020-07-03 07:58:40,445 - mmaction - INFO - Epoch [178][420/627] lr: 1.303e-01, eta: 11:19:23, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.3610, loss: 2.3610 2020-07-03 07:58:57,011 - mmaction - INFO - Epoch [178][440/627] lr: 1.303e-01, eta: 11:19:06, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2065, loss: 2.2065 2020-07-03 07:59:13,205 - mmaction - INFO - Epoch [178][460/627] lr: 1.303e-01, eta: 11:18:49, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2841, loss: 2.2841 2020-07-03 07:59:29,449 - mmaction - INFO - Epoch [178][480/627] lr: 1.303e-01, eta: 11:18:32, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2674, loss: 2.2674 2020-07-03 07:59:45,662 - mmaction - INFO - Epoch [178][500/627] lr: 1.303e-01, eta: 11:18:15, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.3844, top5_acc: 0.6844, loss_cls: 2.5682, loss: 2.5682 2020-07-03 08:00:01,875 - mmaction - INFO - Epoch [178][520/627] lr: 1.303e-01, eta: 11:17:58, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.6462, loss: 2.6462 2020-07-03 08:00:22,798 - mmaction - INFO - Epoch [178][540/627] lr: 1.303e-01, eta: 11:17:45, time: 1.043, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3527, loss: 2.3527 2020-07-03 08:00:39,400 - mmaction - INFO - Epoch [178][560/627] lr: 1.303e-01, eta: 11:17:29, time: 0.834, data_time: 0.011, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4307, loss: 2.4307 2020-07-03 08:00:55,550 - mmaction - INFO - Epoch [178][580/627] lr: 1.303e-01, eta: 11:17:12, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4363, loss: 2.4363 2020-07-03 08:01:11,709 - mmaction - INFO - Epoch [178][600/627] lr: 1.303e-01, eta: 11:16:55, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1218, loss: 2.1218 2020-07-03 08:01:27,853 - mmaction - INFO - Epoch [178][620/627] lr: 1.303e-01, eta: 11:16:38, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3883, loss: 2.3883 2020-07-03 08:01:58,962 - mmaction - INFO - Epoch [179][20/627] lr: 1.273e-01, eta: 11:16:18, time: 1.291, data_time: 0.481, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1046, loss: 2.1046 2020-07-03 08:02:15,161 - mmaction - INFO - Epoch [179][40/627] lr: 1.273e-01, eta: 11:16:01, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.3483, loss: 2.3483 2020-07-03 08:02:31,748 - mmaction - INFO - Epoch [179][60/627] lr: 1.273e-01, eta: 11:15:45, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2838, loss: 2.2838 2020-07-03 08:02:47,982 - mmaction - INFO - Epoch [179][80/627] lr: 1.273e-01, eta: 11:15:28, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.2698, loss: 2.2698 2020-07-03 08:03:04,102 - mmaction - INFO - Epoch [179][100/627] lr: 1.273e-01, eta: 11:15:11, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6937, loss_cls: 2.2824, loss: 2.2824 2020-07-03 08:03:20,408 - mmaction - INFO - Epoch [179][120/627] lr: 1.273e-01, eta: 11:14:54, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3663, loss: 2.3663 2020-07-03 08:03:36,532 - mmaction - INFO - Epoch [179][140/627] lr: 1.273e-01, eta: 11:14:37, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3246, loss: 2.3246 2020-07-03 08:03:52,701 - mmaction - INFO - Epoch [179][160/627] lr: 1.273e-01, eta: 11:14:20, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.1579, loss: 2.1579 2020-07-03 08:04:09,039 - mmaction - INFO - Epoch [179][180/627] lr: 1.273e-01, eta: 11:14:03, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5251, loss: 2.5251 2020-07-03 08:04:25,258 - mmaction - INFO - Epoch [179][200/627] lr: 1.273e-01, eta: 11:13:46, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.4613, loss: 2.4613 2020-07-03 08:04:41,389 - mmaction - INFO - Epoch [179][220/627] lr: 1.273e-01, eta: 11:13:29, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6656, loss_cls: 2.5075, loss: 2.5075 2020-07-03 08:04:57,563 - mmaction - INFO - Epoch [179][240/627] lr: 1.273e-01, eta: 11:13:12, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5082, loss: 2.5082 2020-07-03 08:05:13,688 - mmaction - INFO - Epoch [179][260/627] lr: 1.273e-01, eta: 11:12:55, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3847, loss: 2.3847 2020-07-03 08:05:30,223 - mmaction - INFO - Epoch [179][280/627] lr: 1.273e-01, eta: 11:12:39, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.2802, loss: 2.2802 2020-07-03 08:05:46,370 - mmaction - INFO - Epoch [179][300/627] lr: 1.273e-01, eta: 11:12:22, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2481, loss: 2.2481 2020-07-03 08:06:02,439 - mmaction - INFO - Epoch [179][320/627] lr: 1.273e-01, eta: 11:12:05, time: 0.803, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3922, loss: 2.3922 2020-07-03 08:06:18,969 - mmaction - INFO - Epoch [179][340/627] lr: 1.273e-01, eta: 11:11:48, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2001, loss: 2.2001 2020-07-03 08:06:35,055 - mmaction - INFO - Epoch [179][360/627] lr: 1.273e-01, eta: 11:11:31, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.1849, loss: 2.1849 2020-07-03 08:06:51,238 - mmaction - INFO - Epoch [179][380/627] lr: 1.273e-01, eta: 11:11:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.2037, loss: 2.2037 2020-07-03 08:07:07,384 - mmaction - INFO - Epoch [179][400/627] lr: 1.273e-01, eta: 11:10:57, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4276, loss: 2.4276 2020-07-03 08:07:24,205 - mmaction - INFO - Epoch [179][420/627] lr: 1.273e-01, eta: 11:10:41, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6875, loss_cls: 2.3307, loss: 2.3307 2020-07-03 08:07:40,790 - mmaction - INFO - Epoch [179][440/627] lr: 1.273e-01, eta: 11:10:24, time: 0.828, data_time: 0.006, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.3946, loss: 2.3946 2020-07-03 08:07:57,544 - mmaction - INFO - Epoch [179][460/627] lr: 1.273e-01, eta: 11:10:07, time: 0.839, data_time: 0.016, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.2789, loss: 2.2789 2020-07-03 08:08:13,794 - mmaction - INFO - Epoch [179][480/627] lr: 1.273e-01, eta: 11:09:51, time: 0.812, data_time: 0.007, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.2581, loss: 2.2581 2020-07-03 08:08:29,977 - mmaction - INFO - Epoch [179][500/627] lr: 1.273e-01, eta: 11:09:34, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4490, loss: 2.4490 2020-07-03 08:08:46,215 - mmaction - INFO - Epoch [179][520/627] lr: 1.273e-01, eta: 11:09:17, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3542, loss: 2.3542 2020-07-03 08:09:02,375 - mmaction - INFO - Epoch [179][540/627] lr: 1.273e-01, eta: 11:09:00, time: 0.808, data_time: 0.006, memory: 11097, top1_acc: 0.4188, top5_acc: 0.7031, loss_cls: 2.4450, loss: 2.4450 2020-07-03 08:09:18,756 - mmaction - INFO - Epoch [179][560/627] lr: 1.273e-01, eta: 11:08:43, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3621, loss: 2.3621 2020-07-03 08:09:35,506 - mmaction - INFO - Epoch [179][580/627] lr: 1.273e-01, eta: 11:08:26, time: 0.837, data_time: 0.010, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2546, loss: 2.2546 2020-07-03 08:09:52,268 - mmaction - INFO - Epoch [179][600/627] lr: 1.273e-01, eta: 11:08:10, time: 0.838, data_time: 0.005, memory: 11097, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.4693, loss: 2.4693 2020-07-03 08:10:08,611 - mmaction - INFO - Epoch [179][620/627] lr: 1.273e-01, eta: 11:07:53, time: 0.819, data_time: 0.007, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.2218, loss: 2.2218 2020-07-03 08:10:36,295 - mmaction - INFO - Epoch [180][20/627] lr: 1.243e-01, eta: 11:07:31, time: 1.117, data_time: 0.305, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.2065, loss: 2.2065 2020-07-03 08:10:52,819 - mmaction - INFO - Epoch [180][40/627] lr: 1.243e-01, eta: 11:07:14, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1073, loss: 2.1073 2020-07-03 08:11:08,984 - mmaction - INFO - Epoch [180][60/627] lr: 1.243e-01, eta: 11:06:57, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4559, loss: 2.4559 2020-07-03 08:11:25,095 - mmaction - INFO - Epoch [180][80/627] lr: 1.243e-01, eta: 11:06:40, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3737, loss: 2.3737 2020-07-03 08:11:41,653 - mmaction - INFO - Epoch [180][100/627] lr: 1.243e-01, eta: 11:06:23, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.2739, loss: 2.2739 2020-07-03 08:11:57,864 - mmaction - INFO - Epoch [180][120/627] lr: 1.243e-01, eta: 11:06:07, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2400, loss: 2.2400 2020-07-03 08:12:14,049 - mmaction - INFO - Epoch [180][140/627] lr: 1.243e-01, eta: 11:05:50, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3212, loss: 2.3212 2020-07-03 08:12:30,279 - mmaction - INFO - Epoch [180][160/627] lr: 1.243e-01, eta: 11:05:33, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7219, loss_cls: 2.1869, loss: 2.1869 2020-07-03 08:12:46,409 - mmaction - INFO - Epoch [180][180/627] lr: 1.243e-01, eta: 11:05:16, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3742, loss: 2.3742 2020-07-03 08:13:02,988 - mmaction - INFO - Epoch [180][200/627] lr: 1.243e-01, eta: 11:04:59, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.6937, loss_cls: 2.2446, loss: 2.2446 2020-07-03 08:13:19,187 - mmaction - INFO - Epoch [180][220/627] lr: 1.243e-01, eta: 11:04:42, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.4887, loss: 2.4887 2020-07-03 08:13:35,738 - mmaction - INFO - Epoch [180][240/627] lr: 1.243e-01, eta: 11:04:26, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.4069, loss: 2.4069 2020-07-03 08:13:51,850 - mmaction - INFO - Epoch [180][260/627] lr: 1.243e-01, eta: 11:04:09, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.2500, loss: 2.2500 2020-07-03 08:14:08,062 - mmaction - INFO - Epoch [180][280/627] lr: 1.243e-01, eta: 11:03:52, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3604, loss: 2.3604 2020-07-03 08:14:24,139 - mmaction - INFO - Epoch [180][300/627] lr: 1.243e-01, eta: 11:03:35, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6438, loss_cls: 2.4899, loss: 2.4899 2020-07-03 08:14:40,374 - mmaction - INFO - Epoch [180][320/627] lr: 1.243e-01, eta: 11:03:18, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.4107, loss: 2.4107 2020-07-03 08:14:56,927 - mmaction - INFO - Epoch [180][340/627] lr: 1.243e-01, eta: 11:03:01, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1291, loss: 2.1291 2020-07-03 08:15:13,096 - mmaction - INFO - Epoch [180][360/627] lr: 1.243e-01, eta: 11:02:44, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3353, loss: 2.3353 2020-07-03 08:15:29,370 - mmaction - INFO - Epoch [180][380/627] lr: 1.243e-01, eta: 11:02:27, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2445, loss: 2.2445 2020-07-03 08:15:45,585 - mmaction - INFO - Epoch [180][400/627] lr: 1.243e-01, eta: 11:02:10, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3340, loss: 2.3340 2020-07-03 08:16:02,170 - mmaction - INFO - Epoch [180][420/627] lr: 1.243e-01, eta: 11:01:54, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1694, loss: 2.1694 2020-07-03 08:16:18,335 - mmaction - INFO - Epoch [180][440/627] lr: 1.243e-01, eta: 11:01:37, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.4225, loss: 2.4225 2020-07-03 08:16:34,627 - mmaction - INFO - Epoch [180][460/627] lr: 1.243e-01, eta: 11:01:20, time: 0.814, data_time: 0.008, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3607, loss: 2.3607 2020-07-03 08:16:50,756 - mmaction - INFO - Epoch [180][480/627] lr: 1.243e-01, eta: 11:01:03, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4080, loss: 2.4080 2020-07-03 08:17:06,977 - mmaction - INFO - Epoch [180][500/627] lr: 1.243e-01, eta: 11:00:46, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4792, loss: 2.4792 2020-07-03 08:17:23,459 - mmaction - INFO - Epoch [180][520/627] lr: 1.243e-01, eta: 11:00:29, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3380, loss: 2.3380 2020-07-03 08:17:39,682 - mmaction - INFO - Epoch [180][540/627] lr: 1.243e-01, eta: 11:00:12, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.6969, loss_cls: 2.3310, loss: 2.3310 2020-07-03 08:17:55,876 - mmaction - INFO - Epoch [180][560/627] lr: 1.243e-01, eta: 10:59:55, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.2607, loss: 2.2607 2020-07-03 08:18:12,023 - mmaction - INFO - Epoch [180][580/627] lr: 1.243e-01, eta: 10:59:39, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7344, loss_cls: 2.0369, loss: 2.0369 2020-07-03 08:18:28,283 - mmaction - INFO - Epoch [180][600/627] lr: 1.243e-01, eta: 10:59:22, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3947, loss: 2.3947 2020-07-03 08:18:44,431 - mmaction - INFO - Epoch [180][620/627] lr: 1.243e-01, eta: 10:59:05, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2688, loss: 2.2688 2020-07-03 08:18:49,751 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-07-03 08:19:12,971 - mmaction - INFO - Epoch [181][20/627] lr: 1.213e-01, eta: 10:58:41, time: 1.034, data_time: 0.231, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4039, loss: 2.4039 2020-07-03 08:19:29,476 - mmaction - INFO - Epoch [181][40/627] lr: 1.213e-01, eta: 10:58:24, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4425, loss: 2.4425 2020-07-03 08:19:45,629 - mmaction - INFO - Epoch [181][60/627] lr: 1.213e-01, eta: 10:58:07, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3070, loss: 2.3070 2020-07-03 08:20:02,178 - mmaction - INFO - Epoch [181][80/627] lr: 1.213e-01, eta: 10:57:51, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6844, loss_cls: 2.4461, loss: 2.4461 2020-07-03 08:20:18,325 - mmaction - INFO - Epoch [181][100/627] lr: 1.213e-01, eta: 10:57:34, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1100, loss: 2.1100 2020-07-03 08:20:34,444 - mmaction - INFO - Epoch [181][120/627] lr: 1.213e-01, eta: 10:57:17, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.1632, loss: 2.1632 2020-07-03 08:20:50,997 - mmaction - INFO - Epoch [181][140/627] lr: 1.213e-01, eta: 10:57:00, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.2197, loss: 2.2197 2020-07-03 08:21:07,186 - mmaction - INFO - Epoch [181][160/627] lr: 1.213e-01, eta: 10:56:43, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2772, loss: 2.2772 2020-07-03 08:21:23,452 - mmaction - INFO - Epoch [181][180/627] lr: 1.213e-01, eta: 10:56:26, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.3566, loss: 2.3566 2020-07-03 08:21:39,732 - mmaction - INFO - Epoch [181][200/627] lr: 1.213e-01, eta: 10:56:09, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2550, loss: 2.2550 2020-07-03 08:21:55,992 - mmaction - INFO - Epoch [181][220/627] lr: 1.213e-01, eta: 10:55:53, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4374, loss: 2.4374 2020-07-03 08:22:12,982 - mmaction - INFO - Epoch [181][240/627] lr: 1.213e-01, eta: 10:55:36, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2712, loss: 2.2712 2020-07-03 08:22:29,134 - mmaction - INFO - Epoch [181][260/627] lr: 1.213e-01, eta: 10:55:19, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3991, loss: 2.3991 2020-07-03 08:22:45,276 - mmaction - INFO - Epoch [181][280/627] lr: 1.213e-01, eta: 10:55:02, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2313, loss: 2.2313 2020-07-03 08:23:01,882 - mmaction - INFO - Epoch [181][300/627] lr: 1.213e-01, eta: 10:54:46, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.4211, loss: 2.4211 2020-07-03 08:23:18,102 - mmaction - INFO - Epoch [181][320/627] lr: 1.213e-01, eta: 10:54:29, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.3022, loss: 2.3022 2020-07-03 08:23:34,229 - mmaction - INFO - Epoch [181][340/627] lr: 1.213e-01, eta: 10:54:12, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4855, loss: 2.4855 2020-07-03 08:23:50,450 - mmaction - INFO - Epoch [181][360/627] lr: 1.213e-01, eta: 10:53:55, time: 0.812, data_time: 0.007, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.3065, loss: 2.3065 2020-07-03 08:24:07,093 - mmaction - INFO - Epoch [181][380/627] lr: 1.213e-01, eta: 10:53:38, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1048, loss: 2.1048 2020-07-03 08:24:23,517 - mmaction - INFO - Epoch [181][400/627] lr: 1.213e-01, eta: 10:53:22, time: 0.820, data_time: 0.001, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1142, loss: 2.1142 2020-07-03 08:24:39,717 - mmaction - INFO - Epoch [181][420/627] lr: 1.213e-01, eta: 10:53:05, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0625, loss: 2.0625 2020-07-03 08:24:55,875 - mmaction - INFO - Epoch [181][440/627] lr: 1.213e-01, eta: 10:52:48, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4907, loss: 2.4907 2020-07-03 08:25:12,468 - mmaction - INFO - Epoch [181][460/627] lr: 1.213e-01, eta: 10:52:31, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7625, loss_cls: 2.1905, loss: 2.1905 2020-07-03 08:25:29,021 - mmaction - INFO - Epoch [181][480/627] lr: 1.213e-01, eta: 10:52:15, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3745, loss: 2.3745 2020-07-03 08:25:45,187 - mmaction - INFO - Epoch [181][500/627] lr: 1.213e-01, eta: 10:51:58, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2674, loss: 2.2674 2020-07-03 08:26:01,837 - mmaction - INFO - Epoch [181][520/627] lr: 1.213e-01, eta: 10:51:41, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3861, loss: 2.3861 2020-07-03 08:26:17,982 - mmaction - INFO - Epoch [181][540/627] lr: 1.213e-01, eta: 10:51:24, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.3663, loss: 2.3663 2020-07-03 08:26:35,011 - mmaction - INFO - Epoch [181][560/627] lr: 1.213e-01, eta: 10:51:08, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.3328, loss: 2.3328 2020-07-03 08:26:51,199 - mmaction - INFO - Epoch [181][580/627] lr: 1.213e-01, eta: 10:50:51, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4599, loss: 2.4599 2020-07-03 08:27:07,342 - mmaction - INFO - Epoch [181][600/627] lr: 1.213e-01, eta: 10:50:34, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2283, loss: 2.2283 2020-07-03 08:27:23,857 - mmaction - INFO - Epoch [181][620/627] lr: 1.213e-01, eta: 10:50:17, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2084, loss: 2.2084 2020-07-03 08:27:51,589 - mmaction - INFO - Epoch [182][20/627] lr: 1.183e-01, eta: 10:49:55, time: 1.122, data_time: 0.304, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2214, loss: 2.2214 2020-07-03 08:28:07,781 - mmaction - INFO - Epoch [182][40/627] lr: 1.183e-01, eta: 10:49:38, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3663, loss: 2.3663 2020-07-03 08:28:24,057 - mmaction - INFO - Epoch [182][60/627] lr: 1.183e-01, eta: 10:49:21, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3048, loss: 2.3048 2020-07-03 08:28:40,282 - mmaction - INFO - Epoch [182][80/627] lr: 1.183e-01, eta: 10:49:04, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4653, loss: 2.4653 2020-07-03 08:28:56,412 - mmaction - INFO - Epoch [182][100/627] lr: 1.183e-01, eta: 10:48:47, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2729, loss: 2.2729 2020-07-03 08:29:12,618 - mmaction - INFO - Epoch [182][120/627] lr: 1.183e-01, eta: 10:48:31, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2794, loss: 2.2794 2020-07-03 08:29:28,826 - mmaction - INFO - Epoch [182][140/627] lr: 1.183e-01, eta: 10:48:14, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7031, loss_cls: 2.2221, loss: 2.2221 2020-07-03 08:29:44,973 - mmaction - INFO - Epoch [182][160/627] lr: 1.183e-01, eta: 10:47:57, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2210, loss: 2.2210 2020-07-03 08:30:01,586 - mmaction - INFO - Epoch [182][180/627] lr: 1.183e-01, eta: 10:47:40, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.4502, loss: 2.4502 2020-07-03 08:30:17,776 - mmaction - INFO - Epoch [182][200/627] lr: 1.183e-01, eta: 10:47:23, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1853, loss: 2.1853 2020-07-03 08:30:33,947 - mmaction - INFO - Epoch [182][220/627] lr: 1.183e-01, eta: 10:47:06, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1643, loss: 2.1643 2020-07-03 08:30:50,110 - mmaction - INFO - Epoch [182][240/627] lr: 1.183e-01, eta: 10:46:49, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4606, loss: 2.4606 2020-07-03 08:31:06,682 - mmaction - INFO - Epoch [182][260/627] lr: 1.183e-01, eta: 10:46:33, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2718, loss: 2.2718 2020-07-03 08:31:22,827 - mmaction - INFO - Epoch [182][280/627] lr: 1.183e-01, eta: 10:46:16, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3013, loss: 2.3013 2020-07-03 08:31:38,997 - mmaction - INFO - Epoch [182][300/627] lr: 1.183e-01, eta: 10:45:59, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.1618, loss: 2.1618 2020-07-03 08:31:55,089 - mmaction - INFO - Epoch [182][320/627] lr: 1.183e-01, eta: 10:45:42, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4219, top5_acc: 0.7125, loss_cls: 2.4336, loss: 2.4336 2020-07-03 08:32:11,247 - mmaction - INFO - Epoch [182][340/627] lr: 1.183e-01, eta: 10:45:25, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9972, loss: 1.9972 2020-07-03 08:32:27,490 - mmaction - INFO - Epoch [182][360/627] lr: 1.183e-01, eta: 10:45:08, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5166, loss: 2.5166 2020-07-03 08:32:43,726 - mmaction - INFO - Epoch [182][380/627] lr: 1.183e-01, eta: 10:44:51, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.2769, loss: 2.2769 2020-07-03 08:32:59,861 - mmaction - INFO - Epoch [182][400/627] lr: 1.183e-01, eta: 10:44:34, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2308, loss: 2.2308 2020-07-03 08:33:16,055 - mmaction - INFO - Epoch [182][420/627] lr: 1.183e-01, eta: 10:44:17, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.4440, loss: 2.4440 2020-07-03 08:33:32,547 - mmaction - INFO - Epoch [182][440/627] lr: 1.183e-01, eta: 10:44:01, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2431, loss: 2.2431 2020-07-03 08:33:48,752 - mmaction - INFO - Epoch [182][460/627] lr: 1.183e-01, eta: 10:43:44, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2909, loss: 2.2909 2020-07-03 08:34:05,285 - mmaction - INFO - Epoch [182][480/627] lr: 1.183e-01, eta: 10:43:27, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2332, loss: 2.2332 2020-07-03 08:34:21,768 - mmaction - INFO - Epoch [182][500/627] lr: 1.183e-01, eta: 10:43:10, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2562, loss: 2.2562 2020-07-03 08:34:37,992 - mmaction - INFO - Epoch [182][520/627] lr: 1.183e-01, eta: 10:42:54, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.1734, loss: 2.1734 2020-07-03 08:34:54,159 - mmaction - INFO - Epoch [182][540/627] lr: 1.183e-01, eta: 10:42:37, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3954, loss: 2.3954 2020-07-03 08:35:10,283 - mmaction - INFO - Epoch [182][560/627] lr: 1.183e-01, eta: 10:42:20, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2643, loss: 2.2643 2020-07-03 08:35:26,471 - mmaction - INFO - Epoch [182][580/627] lr: 1.183e-01, eta: 10:42:03, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7000, loss_cls: 2.3647, loss: 2.3647 2020-07-03 08:35:42,693 - mmaction - INFO - Epoch [182][600/627] lr: 1.183e-01, eta: 10:41:46, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1614, loss: 2.1614 2020-07-03 08:35:59,120 - mmaction - INFO - Epoch [182][620/627] lr: 1.183e-01, eta: 10:41:29, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.3065, loss: 2.3065 2020-07-03 08:36:26,799 - mmaction - INFO - Epoch [183][20/627] lr: 1.154e-01, eta: 10:41:07, time: 1.120, data_time: 0.307, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3315, loss: 2.3315 2020-07-03 08:36:42,973 - mmaction - INFO - Epoch [183][40/627] lr: 1.154e-01, eta: 10:40:50, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3407, loss: 2.3407 2020-07-03 08:36:59,082 - mmaction - INFO - Epoch [183][60/627] lr: 1.154e-01, eta: 10:40:33, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1794, loss: 2.1794 2020-07-03 08:37:15,205 - mmaction - INFO - Epoch [183][80/627] lr: 1.154e-01, eta: 10:40:16, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4169, loss: 2.4169 2020-07-03 08:37:31,337 - mmaction - INFO - Epoch [183][100/627] lr: 1.154e-01, eta: 10:39:59, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2028, loss: 2.2028 2020-07-03 08:37:47,834 - mmaction - INFO - Epoch [183][120/627] lr: 1.154e-01, eta: 10:39:42, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.3395, loss: 2.3395 2020-07-03 08:38:03,970 - mmaction - INFO - Epoch [183][140/627] lr: 1.154e-01, eta: 10:39:25, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1679, loss: 2.1679 2020-07-03 08:38:20,178 - mmaction - INFO - Epoch [183][160/627] lr: 1.154e-01, eta: 10:39:09, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1651, loss: 2.1651 2020-07-03 08:38:36,348 - mmaction - INFO - Epoch [183][180/627] lr: 1.154e-01, eta: 10:38:52, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3351, loss: 2.3351 2020-07-03 08:38:52,902 - mmaction - INFO - Epoch [183][200/627] lr: 1.154e-01, eta: 10:38:35, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2276, loss: 2.2276 2020-07-03 08:39:09,102 - mmaction - INFO - Epoch [183][220/627] lr: 1.154e-01, eta: 10:38:18, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6594, loss_cls: 2.3824, loss: 2.3824 2020-07-03 08:39:25,304 - mmaction - INFO - Epoch [183][240/627] lr: 1.154e-01, eta: 10:38:01, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3516, loss: 2.3516 2020-07-03 08:39:41,873 - mmaction - INFO - Epoch [183][260/627] lr: 1.154e-01, eta: 10:37:45, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0671, loss: 2.0671 2020-07-03 08:39:58,028 - mmaction - INFO - Epoch [183][280/627] lr: 1.154e-01, eta: 10:37:28, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.2390, loss: 2.2390 2020-07-03 08:40:14,540 - mmaction - INFO - Epoch [183][300/627] lr: 1.154e-01, eta: 10:37:11, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4369, loss: 2.4369 2020-07-03 08:40:30,721 - mmaction - INFO - Epoch [183][320/627] lr: 1.154e-01, eta: 10:36:54, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2361, loss: 2.2361 2020-07-03 08:40:46,898 - mmaction - INFO - Epoch [183][340/627] lr: 1.154e-01, eta: 10:36:37, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0887, loss: 2.0887 2020-07-03 08:41:03,104 - mmaction - INFO - Epoch [183][360/627] lr: 1.154e-01, eta: 10:36:20, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.1240, loss: 2.1240 2020-07-03 08:41:19,587 - mmaction - INFO - Epoch [183][380/627] lr: 1.154e-01, eta: 10:36:04, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.3920, loss: 2.3920 2020-07-03 08:41:35,803 - mmaction - INFO - Epoch [183][400/627] lr: 1.154e-01, eta: 10:35:47, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.4149, loss: 2.4149 2020-07-03 08:41:52,079 - mmaction - INFO - Epoch [183][420/627] lr: 1.154e-01, eta: 10:35:30, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.3966, loss: 2.3966 2020-07-03 08:42:08,722 - mmaction - INFO - Epoch [183][440/627] lr: 1.154e-01, eta: 10:35:14, time: 0.833, data_time: 0.010, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1652, loss: 2.1652 2020-07-03 08:42:24,931 - mmaction - INFO - Epoch [183][460/627] lr: 1.154e-01, eta: 10:34:57, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4658, loss: 2.4658 2020-07-03 08:42:41,117 - mmaction - INFO - Epoch [183][480/627] lr: 1.154e-01, eta: 10:34:40, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2620, loss: 2.2620 2020-07-03 08:42:57,292 - mmaction - INFO - Epoch [183][500/627] lr: 1.154e-01, eta: 10:34:23, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.4268, loss: 2.4268 2020-07-03 08:43:13,549 - mmaction - INFO - Epoch [183][520/627] lr: 1.154e-01, eta: 10:34:06, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.4617, loss: 2.4617 2020-07-03 08:43:30,193 - mmaction - INFO - Epoch [183][540/627] lr: 1.154e-01, eta: 10:33:49, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4039, loss: 2.4039 2020-07-03 08:43:46,335 - mmaction - INFO - Epoch [183][560/627] lr: 1.154e-01, eta: 10:33:33, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.2789, loss: 2.2789 2020-07-03 08:44:02,437 - mmaction - INFO - Epoch [183][580/627] lr: 1.154e-01, eta: 10:33:16, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2177, loss: 2.2177 2020-07-03 08:44:18,669 - mmaction - INFO - Epoch [183][600/627] lr: 1.154e-01, eta: 10:32:59, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.2263, loss: 2.2263 2020-07-03 08:44:34,770 - mmaction - INFO - Epoch [183][620/627] lr: 1.154e-01, eta: 10:32:42, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2030, loss: 2.2030 2020-07-03 08:45:02,595 - mmaction - INFO - Epoch [184][20/627] lr: 1.125e-01, eta: 10:32:19, time: 1.127, data_time: 0.318, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9838, loss: 1.9838 2020-07-03 08:45:18,782 - mmaction - INFO - Epoch [184][40/627] lr: 1.125e-01, eta: 10:32:03, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2922, loss: 2.2922 2020-07-03 08:45:34,976 - mmaction - INFO - Epoch [184][60/627] lr: 1.125e-01, eta: 10:31:46, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2481, loss: 2.2481 2020-07-03 08:45:51,158 - mmaction - INFO - Epoch [184][80/627] lr: 1.125e-01, eta: 10:31:29, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4279, loss: 2.4279 2020-07-03 08:46:07,341 - mmaction - INFO - Epoch [184][100/627] lr: 1.125e-01, eta: 10:31:12, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4318, loss: 2.4318 2020-07-03 08:46:23,641 - mmaction - INFO - Epoch [184][120/627] lr: 1.125e-01, eta: 10:30:55, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1091, loss: 2.1091 2020-07-03 08:46:39,799 - mmaction - INFO - Epoch [184][140/627] lr: 1.125e-01, eta: 10:30:38, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.3010, loss: 2.3010 2020-07-03 08:46:55,984 - mmaction - INFO - Epoch [184][160/627] lr: 1.125e-01, eta: 10:30:21, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0480, loss: 2.0480 2020-07-03 08:47:12,179 - mmaction - INFO - Epoch [184][180/627] lr: 1.125e-01, eta: 10:30:04, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3385, loss: 2.3385 2020-07-03 08:47:28,747 - mmaction - INFO - Epoch [184][200/627] lr: 1.125e-01, eta: 10:29:48, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0778, loss: 2.0778 2020-07-03 08:47:44,932 - mmaction - INFO - Epoch [184][220/627] lr: 1.125e-01, eta: 10:29:31, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2358, loss: 2.2358 2020-07-03 08:48:01,086 - mmaction - INFO - Epoch [184][240/627] lr: 1.125e-01, eta: 10:29:14, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1412, loss: 2.1412 2020-07-03 08:48:17,271 - mmaction - INFO - Epoch [184][260/627] lr: 1.125e-01, eta: 10:28:57, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3096, loss: 2.3096 2020-07-03 08:48:33,429 - mmaction - INFO - Epoch [184][280/627] lr: 1.125e-01, eta: 10:28:40, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2545, loss: 2.2545 2020-07-03 08:48:49,649 - mmaction - INFO - Epoch [184][300/627] lr: 1.125e-01, eta: 10:28:23, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1538, loss: 2.1538 2020-07-03 08:49:05,836 - mmaction - INFO - Epoch [184][320/627] lr: 1.125e-01, eta: 10:28:06, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2683, loss: 2.2683 2020-07-03 08:49:22,013 - mmaction - INFO - Epoch [184][340/627] lr: 1.125e-01, eta: 10:27:50, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.4188, loss: 2.4188 2020-07-03 08:49:38,152 - mmaction - INFO - Epoch [184][360/627] lr: 1.125e-01, eta: 10:27:33, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2484, loss: 2.2484 2020-07-03 08:49:54,344 - mmaction - INFO - Epoch [184][380/627] lr: 1.125e-01, eta: 10:27:16, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5797, loss: 2.5797 2020-07-03 08:50:10,586 - mmaction - INFO - Epoch [184][400/627] lr: 1.125e-01, eta: 10:26:59, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2478, loss: 2.2478 2020-07-03 08:50:26,706 - mmaction - INFO - Epoch [184][420/627] lr: 1.125e-01, eta: 10:26:42, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2482, loss: 2.2482 2020-07-03 08:50:43,264 - mmaction - INFO - Epoch [184][440/627] lr: 1.125e-01, eta: 10:26:25, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.3040, loss: 2.3040 2020-07-03 08:50:59,453 - mmaction - INFO - Epoch [184][460/627] lr: 1.125e-01, eta: 10:26:09, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 2.2672, loss: 2.2672 2020-07-03 08:51:16,005 - mmaction - INFO - Epoch [184][480/627] lr: 1.125e-01, eta: 10:25:52, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2764, loss: 2.2764 2020-07-03 08:51:32,239 - mmaction - INFO - Epoch [184][500/627] lr: 1.125e-01, eta: 10:25:35, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.1032, loss: 2.1032 2020-07-03 08:51:48,465 - mmaction - INFO - Epoch [184][520/627] lr: 1.125e-01, eta: 10:25:18, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1935, loss: 2.1935 2020-07-03 08:52:04,640 - mmaction - INFO - Epoch [184][540/627] lr: 1.125e-01, eta: 10:25:01, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.5100, loss: 2.5100 2020-07-03 08:52:20,844 - mmaction - INFO - Epoch [184][560/627] lr: 1.125e-01, eta: 10:24:45, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1959, loss: 2.1959 2020-07-03 08:52:37,101 - mmaction - INFO - Epoch [184][580/627] lr: 1.125e-01, eta: 10:24:28, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.2823, loss: 2.2823 2020-07-03 08:52:53,672 - mmaction - INFO - Epoch [184][600/627] lr: 1.125e-01, eta: 10:24:11, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2913, loss: 2.2913 2020-07-03 08:53:10,208 - mmaction - INFO - Epoch [184][620/627] lr: 1.125e-01, eta: 10:23:54, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6656, loss_cls: 2.5312, loss: 2.5312 2020-07-03 08:53:15,452 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-07-03 08:53:37,858 - mmaction - INFO - Epoch [185][20/627] lr: 1.097e-01, eta: 10:23:31, time: 1.073, data_time: 0.254, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1910, loss: 2.1910 2020-07-03 08:53:54,338 - mmaction - INFO - Epoch [185][40/627] lr: 1.097e-01, eta: 10:23:15, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0823, loss: 2.0823 2020-07-03 08:54:10,468 - mmaction - INFO - Epoch [185][60/627] lr: 1.097e-01, eta: 10:22:58, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1214, loss: 2.1214 2020-07-03 08:54:26,679 - mmaction - INFO - Epoch [185][80/627] lr: 1.097e-01, eta: 10:22:41, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4381, loss: 2.4381 2020-07-03 08:54:42,901 - mmaction - INFO - Epoch [185][100/627] lr: 1.097e-01, eta: 10:22:24, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1161, loss: 2.1161 2020-07-03 08:54:59,194 - mmaction - INFO - Epoch [185][120/627] lr: 1.097e-01, eta: 10:22:07, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.2276, loss: 2.2276 2020-07-03 08:55:15,444 - mmaction - INFO - Epoch [185][140/627] lr: 1.097e-01, eta: 10:21:50, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2160, loss: 2.2160 2020-07-03 08:55:31,614 - mmaction - INFO - Epoch [185][160/627] lr: 1.097e-01, eta: 10:21:34, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7094, loss_cls: 2.1587, loss: 2.1587 2020-07-03 08:55:47,785 - mmaction - INFO - Epoch [185][180/627] lr: 1.097e-01, eta: 10:21:17, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2225, loss: 2.2225 2020-07-03 08:56:03,961 - mmaction - INFO - Epoch [185][200/627] lr: 1.097e-01, eta: 10:21:00, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3158, loss: 2.3158 2020-07-03 08:56:20,108 - mmaction - INFO - Epoch [185][220/627] lr: 1.097e-01, eta: 10:20:43, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.3927, loss: 2.3927 2020-07-03 08:56:36,243 - mmaction - INFO - Epoch [185][240/627] lr: 1.097e-01, eta: 10:20:26, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.3382, loss: 2.3382 2020-07-03 08:56:52,451 - mmaction - INFO - Epoch [185][260/627] lr: 1.097e-01, eta: 10:20:09, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2478, loss: 2.2478 2020-07-03 08:57:08,601 - mmaction - INFO - Epoch [185][280/627] lr: 1.097e-01, eta: 10:19:52, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1881, loss: 2.1881 2020-07-03 08:57:24,828 - mmaction - INFO - Epoch [185][300/627] lr: 1.097e-01, eta: 10:19:35, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.1804, loss: 2.1804 2020-07-03 08:57:41,070 - mmaction - INFO - Epoch [185][320/627] lr: 1.097e-01, eta: 10:19:19, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0884, loss: 2.0884 2020-07-03 08:57:57,224 - mmaction - INFO - Epoch [185][340/627] lr: 1.097e-01, eta: 10:19:02, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2481, loss: 2.2481 2020-07-03 08:58:13,446 - mmaction - INFO - Epoch [185][360/627] lr: 1.097e-01, eta: 10:18:45, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2839, loss: 2.2839 2020-07-03 08:58:29,632 - mmaction - INFO - Epoch [185][380/627] lr: 1.097e-01, eta: 10:18:28, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1171, loss: 2.1171 2020-07-03 08:58:45,804 - mmaction - INFO - Epoch [185][400/627] lr: 1.097e-01, eta: 10:18:11, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3218, loss: 2.3218 2020-07-03 08:59:02,066 - mmaction - INFO - Epoch [185][420/627] lr: 1.097e-01, eta: 10:17:54, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1890, loss: 2.1890 2020-07-03 08:59:18,257 - mmaction - INFO - Epoch [185][440/627] lr: 1.097e-01, eta: 10:17:37, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.3426, loss: 2.3426 2020-07-03 08:59:34,541 - mmaction - INFO - Epoch [185][460/627] lr: 1.097e-01, eta: 10:17:21, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0827, loss: 2.0827 2020-07-03 08:59:50,699 - mmaction - INFO - Epoch [185][480/627] lr: 1.097e-01, eta: 10:17:04, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3665, loss: 2.3665 2020-07-03 09:00:14,414 - mmaction - INFO - Epoch [185][500/627] lr: 1.097e-01, eta: 10:16:52, time: 1.177, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1663, loss: 2.1663 2020-07-03 09:00:30,778 - mmaction - INFO - Epoch [185][520/627] lr: 1.097e-01, eta: 10:16:36, time: 0.828, data_time: 0.018, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.2353, loss: 2.2353 2020-07-03 09:00:46,999 - mmaction - INFO - Epoch [185][540/627] lr: 1.097e-01, eta: 10:16:19, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.1493, loss: 2.1493 2020-07-03 09:01:03,177 - mmaction - INFO - Epoch [185][560/627] lr: 1.097e-01, eta: 10:16:02, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3795, loss: 2.3795 2020-07-03 09:01:19,329 - mmaction - INFO - Epoch [185][580/627] lr: 1.097e-01, eta: 10:15:45, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.6969, loss_cls: 2.2572, loss: 2.2572 2020-07-03 09:01:35,863 - mmaction - INFO - Epoch [185][600/627] lr: 1.097e-01, eta: 10:15:28, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3346, loss: 2.3346 2020-07-03 09:01:51,963 - mmaction - INFO - Epoch [185][620/627] lr: 1.097e-01, eta: 10:15:11, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3603, loss: 2.3603 2020-07-03 09:02:23,710 - mmaction - INFO - Epoch [186][20/627] lr: 1.069e-01, eta: 10:14:52, time: 1.318, data_time: 0.476, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1304, loss: 2.1304 2020-07-03 09:02:40,206 - mmaction - INFO - Epoch [186][40/627] lr: 1.069e-01, eta: 10:14:35, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1007, loss: 2.1007 2020-07-03 09:02:56,675 - mmaction - INFO - Epoch [186][60/627] lr: 1.069e-01, eta: 10:14:19, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1397, loss: 2.1397 2020-07-03 09:03:12,924 - mmaction - INFO - Epoch [186][80/627] lr: 1.069e-01, eta: 10:14:02, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2904, loss: 2.2904 2020-07-03 09:03:29,137 - mmaction - INFO - Epoch [186][100/627] lr: 1.069e-01, eta: 10:13:45, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1161, loss: 2.1161 2020-07-03 09:03:45,307 - mmaction - INFO - Epoch [186][120/627] lr: 1.069e-01, eta: 10:13:28, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.3215, loss: 2.3215 2020-07-03 09:04:01,519 - mmaction - INFO - Epoch [186][140/627] lr: 1.069e-01, eta: 10:13:11, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7562, loss_cls: 2.2287, loss: 2.2287 2020-07-03 09:04:17,718 - mmaction - INFO - Epoch [186][160/627] lr: 1.069e-01, eta: 10:12:54, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1564, loss: 2.1564 2020-07-03 09:04:33,868 - mmaction - INFO - Epoch [186][180/627] lr: 1.069e-01, eta: 10:12:38, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3195, loss: 2.3195 2020-07-03 09:04:50,056 - mmaction - INFO - Epoch [186][200/627] lr: 1.069e-01, eta: 10:12:21, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.2689, loss: 2.2689 2020-07-03 09:05:06,199 - mmaction - INFO - Epoch [186][220/627] lr: 1.069e-01, eta: 10:12:04, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.1308, loss: 2.1308 2020-07-03 09:05:22,508 - mmaction - INFO - Epoch [186][240/627] lr: 1.069e-01, eta: 10:11:47, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.4764, loss: 2.4764 2020-07-03 09:05:38,690 - mmaction - INFO - Epoch [186][260/627] lr: 1.069e-01, eta: 10:11:30, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7219, loss_cls: 2.2085, loss: 2.2085 2020-07-03 09:05:55,190 - mmaction - INFO - Epoch [186][280/627] lr: 1.069e-01, eta: 10:11:14, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2838, loss: 2.2838 2020-07-03 09:06:11,366 - mmaction - INFO - Epoch [186][300/627] lr: 1.069e-01, eta: 10:10:57, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.2127, loss: 2.2127 2020-07-03 09:06:27,507 - mmaction - INFO - Epoch [186][320/627] lr: 1.069e-01, eta: 10:10:40, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.1933, loss: 2.1933 2020-07-03 09:06:43,659 - mmaction - INFO - Epoch [186][340/627] lr: 1.069e-01, eta: 10:10:23, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4851, loss: 2.4851 2020-07-03 09:07:00,209 - mmaction - INFO - Epoch [186][360/627] lr: 1.069e-01, eta: 10:10:06, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.3706, loss: 2.3706 2020-07-03 09:07:16,363 - mmaction - INFO - Epoch [186][380/627] lr: 1.069e-01, eta: 10:09:49, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2017, loss: 2.2017 2020-07-03 09:07:32,532 - mmaction - INFO - Epoch [186][400/627] lr: 1.069e-01, eta: 10:09:32, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.2906, loss: 2.2906 2020-07-03 09:07:48,671 - mmaction - INFO - Epoch [186][420/627] lr: 1.069e-01, eta: 10:09:16, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2397, loss: 2.2397 2020-07-03 09:08:04,831 - mmaction - INFO - Epoch [186][440/627] lr: 1.069e-01, eta: 10:08:59, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1815, loss: 2.1815 2020-07-03 09:08:21,033 - mmaction - INFO - Epoch [186][460/627] lr: 1.069e-01, eta: 10:08:42, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1802, loss: 2.1802 2020-07-03 09:08:37,176 - mmaction - INFO - Epoch [186][480/627] lr: 1.069e-01, eta: 10:08:25, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9448, loss: 1.9448 2020-07-03 09:08:53,318 - mmaction - INFO - Epoch [186][500/627] lr: 1.069e-01, eta: 10:08:08, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.3032, loss: 2.3032 2020-07-03 09:09:09,921 - mmaction - INFO - Epoch [186][520/627] lr: 1.069e-01, eta: 10:07:52, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.2654, loss: 2.2654 2020-07-03 09:09:26,118 - mmaction - INFO - Epoch [186][540/627] lr: 1.069e-01, eta: 10:07:35, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7375, loss_cls: 2.0933, loss: 2.0933 2020-07-03 09:09:42,256 - mmaction - INFO - Epoch [186][560/627] lr: 1.069e-01, eta: 10:07:18, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.2753, loss: 2.2753 2020-07-03 09:09:58,500 - mmaction - INFO - Epoch [186][580/627] lr: 1.069e-01, eta: 10:07:01, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7063, loss_cls: 2.4439, loss: 2.4439 2020-07-03 09:10:14,616 - mmaction - INFO - Epoch [186][600/627] lr: 1.069e-01, eta: 10:06:44, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3239, loss: 2.3239 2020-07-03 09:10:30,986 - mmaction - INFO - Epoch [186][620/627] lr: 1.069e-01, eta: 10:06:27, time: 0.818, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1745, loss: 2.1745 2020-07-03 09:10:58,844 - mmaction - INFO - Epoch [187][20/627] lr: 1.040e-01, eta: 10:06:05, time: 1.129, data_time: 0.302, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9664, loss: 1.9664 2020-07-03 09:11:14,977 - mmaction - INFO - Epoch [187][40/627] lr: 1.040e-01, eta: 10:05:48, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 2.0670, loss: 2.0670 2020-07-03 09:11:31,113 - mmaction - INFO - Epoch [187][60/627] lr: 1.040e-01, eta: 10:05:31, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1096, loss: 2.1096 2020-07-03 09:11:47,275 - mmaction - INFO - Epoch [187][80/627] lr: 1.040e-01, eta: 10:05:14, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 2.1150, loss: 2.1150 2020-07-03 09:12:03,736 - mmaction - INFO - Epoch [187][100/627] lr: 1.040e-01, eta: 10:04:58, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6844, loss_cls: 2.3470, loss: 2.3470 2020-07-03 09:12:20,284 - mmaction - INFO - Epoch [187][120/627] lr: 1.040e-01, eta: 10:04:41, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 1.9928, loss: 1.9928 2020-07-03 09:12:36,413 - mmaction - INFO - Epoch [187][140/627] lr: 1.040e-01, eta: 10:04:24, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2182, loss: 2.2182 2020-07-03 09:12:52,591 - mmaction - INFO - Epoch [187][160/627] lr: 1.040e-01, eta: 10:04:07, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0549, loss: 2.0549 2020-07-03 09:13:08,768 - mmaction - INFO - Epoch [187][180/627] lr: 1.040e-01, eta: 10:03:51, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8723, loss: 1.8723 2020-07-03 09:13:25,023 - mmaction - INFO - Epoch [187][200/627] lr: 1.040e-01, eta: 10:03:34, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5186, loss: 2.5186 2020-07-03 09:13:41,559 - mmaction - INFO - Epoch [187][220/627] lr: 1.040e-01, eta: 10:03:17, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7344, loss_cls: 2.1652, loss: 2.1652 2020-07-03 09:13:57,757 - mmaction - INFO - Epoch [187][240/627] lr: 1.040e-01, eta: 10:03:00, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3593, loss: 2.3593 2020-07-03 09:14:14,057 - mmaction - INFO - Epoch [187][260/627] lr: 1.040e-01, eta: 10:02:43, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2994, loss: 2.2994 2020-07-03 09:14:30,154 - mmaction - INFO - Epoch [187][280/627] lr: 1.040e-01, eta: 10:02:27, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.4144, loss: 2.4144 2020-07-03 09:14:46,308 - mmaction - INFO - Epoch [187][300/627] lr: 1.040e-01, eta: 10:02:10, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7063, loss_cls: 2.2629, loss: 2.2629 2020-07-03 09:15:02,489 - mmaction - INFO - Epoch [187][320/627] lr: 1.040e-01, eta: 10:01:53, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.1469, loss: 2.1469 2020-07-03 09:15:18,682 - mmaction - INFO - Epoch [187][340/627] lr: 1.040e-01, eta: 10:01:36, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.3220, loss: 2.3220 2020-07-03 09:15:34,796 - mmaction - INFO - Epoch [187][360/627] lr: 1.040e-01, eta: 10:01:19, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3373, loss: 2.3373 2020-07-03 09:15:51,042 - mmaction - INFO - Epoch [187][380/627] lr: 1.040e-01, eta: 10:01:02, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3752, loss: 2.3752 2020-07-03 09:16:07,213 - mmaction - INFO - Epoch [187][400/627] lr: 1.040e-01, eta: 10:00:45, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.1412, loss: 2.1412 2020-07-03 09:16:23,419 - mmaction - INFO - Epoch [187][420/627] lr: 1.040e-01, eta: 10:00:29, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1473, loss: 2.1473 2020-07-03 09:16:39,570 - mmaction - INFO - Epoch [187][440/627] lr: 1.040e-01, eta: 10:00:12, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1191, loss: 2.1191 2020-07-03 09:16:55,728 - mmaction - INFO - Epoch [187][460/627] lr: 1.040e-01, eta: 9:59:55, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3389, loss: 2.3389 2020-07-03 09:17:12,237 - mmaction - INFO - Epoch [187][480/627] lr: 1.040e-01, eta: 9:59:38, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2949, loss: 2.2949 2020-07-03 09:17:28,465 - mmaction - INFO - Epoch [187][500/627] lr: 1.040e-01, eta: 9:59:21, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3319, loss: 2.3319 2020-07-03 09:17:44,654 - mmaction - INFO - Epoch [187][520/627] lr: 1.040e-01, eta: 9:59:05, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.6937, loss_cls: 2.3728, loss: 2.3728 2020-07-03 09:18:01,187 - mmaction - INFO - Epoch [187][540/627] lr: 1.040e-01, eta: 9:58:48, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3985, loss: 2.3985 2020-07-03 09:18:17,367 - mmaction - INFO - Epoch [187][560/627] lr: 1.040e-01, eta: 9:58:31, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.4396, loss: 2.4396 2020-07-03 09:18:33,574 - mmaction - INFO - Epoch [187][580/627] lr: 1.040e-01, eta: 9:58:14, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7344, loss_cls: 2.3305, loss: 2.3305 2020-07-03 09:18:49,739 - mmaction - INFO - Epoch [187][600/627] lr: 1.040e-01, eta: 9:57:57, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.0986, loss: 2.0986 2020-07-03 09:19:05,838 - mmaction - INFO - Epoch [187][620/627] lr: 1.040e-01, eta: 9:57:40, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.6875, loss_cls: 2.3786, loss: 2.3786 2020-07-03 09:19:33,493 - mmaction - INFO - Epoch [188][20/627] lr: 1.013e-01, eta: 9:57:18, time: 1.122, data_time: 0.299, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4501, loss: 2.4501 2020-07-03 09:19:49,664 - mmaction - INFO - Epoch [188][40/627] lr: 1.013e-01, eta: 9:57:01, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2707, loss: 2.2707 2020-07-03 09:20:06,125 - mmaction - INFO - Epoch [188][60/627] lr: 1.013e-01, eta: 9:56:45, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0449, loss: 2.0449 2020-07-03 09:20:22,402 - mmaction - INFO - Epoch [188][80/627] lr: 1.013e-01, eta: 9:56:28, time: 0.812, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7375, loss_cls: 2.0823, loss: 2.0823 2020-07-03 09:20:38,529 - mmaction - INFO - Epoch [188][100/627] lr: 1.013e-01, eta: 9:56:11, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.4221, loss: 2.4221 2020-07-03 09:20:54,733 - mmaction - INFO - Epoch [188][120/627] lr: 1.013e-01, eta: 9:55:54, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3789, loss: 2.3789 2020-07-03 09:21:11,238 - mmaction - INFO - Epoch [188][140/627] lr: 1.013e-01, eta: 9:55:38, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1813, loss: 2.1813 2020-07-03 09:21:27,447 - mmaction - INFO - Epoch [188][160/627] lr: 1.013e-01, eta: 9:55:21, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1299, loss: 2.1299 2020-07-03 09:21:43,593 - mmaction - INFO - Epoch [188][180/627] lr: 1.013e-01, eta: 9:55:04, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2527, loss: 2.2527 2020-07-03 09:21:59,808 - mmaction - INFO - Epoch [188][200/627] lr: 1.013e-01, eta: 9:54:47, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1716, loss: 2.1716 2020-07-03 09:22:15,933 - mmaction - INFO - Epoch [188][220/627] lr: 1.013e-01, eta: 9:54:30, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.9763, loss: 1.9763 2020-07-03 09:22:32,083 - mmaction - INFO - Epoch [188][240/627] lr: 1.013e-01, eta: 9:54:13, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7094, loss_cls: 2.2541, loss: 2.2541 2020-07-03 09:22:48,272 - mmaction - INFO - Epoch [188][260/627] lr: 1.013e-01, eta: 9:53:56, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2382, loss: 2.2382 2020-07-03 09:23:04,450 - mmaction - INFO - Epoch [188][280/627] lr: 1.013e-01, eta: 9:53:40, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7188, loss_cls: 2.1526, loss: 2.1526 2020-07-03 09:23:20,639 - mmaction - INFO - Epoch [188][300/627] lr: 1.013e-01, eta: 9:53:23, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2544, loss: 2.2544 2020-07-03 09:23:36,801 - mmaction - INFO - Epoch [188][320/627] lr: 1.013e-01, eta: 9:53:06, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1700, loss: 2.1700 2020-07-03 09:23:52,956 - mmaction - INFO - Epoch [188][340/627] lr: 1.013e-01, eta: 9:52:49, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2592, loss: 2.2592 2020-07-03 09:24:09,140 - mmaction - INFO - Epoch [188][360/627] lr: 1.013e-01, eta: 9:52:32, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4149, loss: 2.4149 2020-07-03 09:24:25,254 - mmaction - INFO - Epoch [188][380/627] lr: 1.013e-01, eta: 9:52:15, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6656, loss_cls: 2.4740, loss: 2.4740 2020-07-03 09:24:41,449 - mmaction - INFO - Epoch [188][400/627] lr: 1.013e-01, eta: 9:51:58, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6844, loss_cls: 2.3697, loss: 2.3697 2020-07-03 09:24:57,516 - mmaction - INFO - Epoch [188][420/627] lr: 1.013e-01, eta: 9:51:42, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.0651, loss: 2.0651 2020-07-03 09:25:13,710 - mmaction - INFO - Epoch [188][440/627] lr: 1.013e-01, eta: 9:51:25, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.2026, loss: 2.2026 2020-07-03 09:25:29,809 - mmaction - INFO - Epoch [188][460/627] lr: 1.013e-01, eta: 9:51:08, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7219, loss_cls: 2.1037, loss: 2.1037 2020-07-03 09:25:45,950 - mmaction - INFO - Epoch [188][480/627] lr: 1.013e-01, eta: 9:50:51, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6813, loss_cls: 2.4599, loss: 2.4599 2020-07-03 09:26:02,097 - mmaction - INFO - Epoch [188][500/627] lr: 1.013e-01, eta: 9:50:34, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.2851, loss: 2.2851 2020-07-03 09:26:18,280 - mmaction - INFO - Epoch [188][520/627] lr: 1.013e-01, eta: 9:50:17, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4113, loss: 2.4113 2020-07-03 09:26:34,567 - mmaction - INFO - Epoch [188][540/627] lr: 1.013e-01, eta: 9:50:00, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2679, loss: 2.2679 2020-07-03 09:26:50,770 - mmaction - INFO - Epoch [188][560/627] lr: 1.013e-01, eta: 9:49:44, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7031, loss_cls: 2.3672, loss: 2.3672 2020-07-03 09:27:06,913 - mmaction - INFO - Epoch [188][580/627] lr: 1.013e-01, eta: 9:49:27, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4079, loss: 2.4079 2020-07-03 09:27:23,058 - mmaction - INFO - Epoch [188][600/627] lr: 1.013e-01, eta: 9:49:10, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1860, loss: 2.1860 2020-07-03 09:27:39,381 - mmaction - INFO - Epoch [188][620/627] lr: 1.013e-01, eta: 9:48:53, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7188, loss_cls: 2.1741, loss: 2.1741 2020-07-03 09:27:44,621 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-07-03 09:28:06,949 - mmaction - INFO - Epoch [189][20/627] lr: 9.853e-02, eta: 9:48:30, time: 1.052, data_time: 0.230, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.2861, loss: 2.2861 2020-07-03 09:28:23,092 - mmaction - INFO - Epoch [189][40/627] lr: 9.853e-02, eta: 9:48:13, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.3654, loss: 2.3654 2020-07-03 09:28:39,229 - mmaction - INFO - Epoch [189][60/627] lr: 9.853e-02, eta: 9:47:56, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7094, loss_cls: 2.3245, loss: 2.3245 2020-07-03 09:28:55,751 - mmaction - INFO - Epoch [189][80/627] lr: 9.853e-02, eta: 9:47:40, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2850, loss: 2.2850 2020-07-03 09:29:11,914 - mmaction - INFO - Epoch [189][100/627] lr: 9.853e-02, eta: 9:47:23, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2394, loss: 2.2394 2020-07-03 09:29:28,142 - mmaction - INFO - Epoch [189][120/627] lr: 9.853e-02, eta: 9:47:06, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3579, loss: 2.3579 2020-07-03 09:29:44,250 - mmaction - INFO - Epoch [189][140/627] lr: 9.853e-02, eta: 9:46:49, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.2889, loss: 2.2889 2020-07-03 09:30:00,467 - mmaction - INFO - Epoch [189][160/627] lr: 9.853e-02, eta: 9:46:32, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1218, loss: 2.1218 2020-07-03 09:30:16,668 - mmaction - INFO - Epoch [189][180/627] lr: 9.853e-02, eta: 9:46:15, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3543, loss: 2.3543 2020-07-03 09:30:32,856 - mmaction - INFO - Epoch [189][200/627] lr: 9.853e-02, eta: 9:45:59, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1701, loss: 2.1701 2020-07-03 09:30:49,027 - mmaction - INFO - Epoch [189][220/627] lr: 9.853e-02, eta: 9:45:42, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2338, loss: 2.2338 2020-07-03 09:31:05,223 - mmaction - INFO - Epoch [189][240/627] lr: 9.853e-02, eta: 9:45:25, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.1471, loss: 2.1471 2020-07-03 09:31:21,337 - mmaction - INFO - Epoch [189][260/627] lr: 9.853e-02, eta: 9:45:08, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.2002, loss: 2.2002 2020-07-03 09:31:37,547 - mmaction - INFO - Epoch [189][280/627] lr: 9.853e-02, eta: 9:44:51, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1832, loss: 2.1832 2020-07-03 09:31:53,662 - mmaction - INFO - Epoch [189][300/627] lr: 9.853e-02, eta: 9:44:34, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4312, loss: 2.4312 2020-07-03 09:32:09,912 - mmaction - INFO - Epoch [189][320/627] lr: 9.853e-02, eta: 9:44:18, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1487, loss: 2.1487 2020-07-03 09:32:26,029 - mmaction - INFO - Epoch [189][340/627] lr: 9.853e-02, eta: 9:44:01, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.6969, loss_cls: 2.1729, loss: 2.1729 2020-07-03 09:32:42,142 - mmaction - INFO - Epoch [189][360/627] lr: 9.853e-02, eta: 9:43:44, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2706, loss: 2.2706 2020-07-03 09:32:58,289 - mmaction - INFO - Epoch [189][380/627] lr: 9.853e-02, eta: 9:43:27, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1595, loss: 2.1595 2020-07-03 09:33:14,988 - mmaction - INFO - Epoch [189][400/627] lr: 9.853e-02, eta: 9:43:10, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.2281, loss: 2.2281 2020-07-03 09:33:31,141 - mmaction - INFO - Epoch [189][420/627] lr: 9.853e-02, eta: 9:42:54, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1194, loss: 2.1194 2020-07-03 09:33:47,363 - mmaction - INFO - Epoch [189][440/627] lr: 9.853e-02, eta: 9:42:37, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0154, loss: 2.0154 2020-07-03 09:34:03,513 - mmaction - INFO - Epoch [189][460/627] lr: 9.853e-02, eta: 9:42:20, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2143, loss: 2.2143 2020-07-03 09:34:19,713 - mmaction - INFO - Epoch [189][480/627] lr: 9.853e-02, eta: 9:42:03, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2324, loss: 2.2324 2020-07-03 09:34:35,893 - mmaction - INFO - Epoch [189][500/627] lr: 9.853e-02, eta: 9:41:46, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3155, loss: 2.3155 2020-07-03 09:34:52,166 - mmaction - INFO - Epoch [189][520/627] lr: 9.853e-02, eta: 9:41:30, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1368, loss: 2.1368 2020-07-03 09:35:08,455 - mmaction - INFO - Epoch [189][540/627] lr: 9.853e-02, eta: 9:41:13, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.2288, loss: 2.2288 2020-07-03 09:35:24,778 - mmaction - INFO - Epoch [189][560/627] lr: 9.853e-02, eta: 9:40:56, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 2.1040, loss: 2.1040 2020-07-03 09:35:41,817 - mmaction - INFO - Epoch [189][580/627] lr: 9.853e-02, eta: 9:40:40, time: 0.852, data_time: 0.004, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1649, loss: 2.1649 2020-07-03 09:35:58,340 - mmaction - INFO - Epoch [189][600/627] lr: 9.853e-02, eta: 9:40:23, time: 0.827, data_time: 0.007, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2025, loss: 2.2025 2020-07-03 09:36:14,681 - mmaction - INFO - Epoch [189][620/627] lr: 9.853e-02, eta: 9:40:06, time: 0.818, data_time: 0.004, memory: 11097, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4605, loss: 2.4605 2020-07-03 09:36:42,381 - mmaction - INFO - Epoch [190][20/627] lr: 9.582e-02, eta: 9:39:44, time: 1.120, data_time: 0.308, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1774, loss: 2.1774 2020-07-03 09:36:58,540 - mmaction - INFO - Epoch [190][40/627] lr: 9.582e-02, eta: 9:39:27, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2465, loss: 2.2465 2020-07-03 09:37:14,667 - mmaction - INFO - Epoch [190][60/627] lr: 9.582e-02, eta: 9:39:10, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2168, loss: 2.2168 2020-07-03 09:37:31,182 - mmaction - INFO - Epoch [190][80/627] lr: 9.582e-02, eta: 9:38:54, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2285, loss: 2.2285 2020-07-03 09:37:47,762 - mmaction - INFO - Epoch [190][100/627] lr: 9.582e-02, eta: 9:38:37, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.0685, loss: 2.0685 2020-07-03 09:38:03,950 - mmaction - INFO - Epoch [190][120/627] lr: 9.582e-02, eta: 9:38:20, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2730, loss: 2.2730 2020-07-03 09:38:20,568 - mmaction - INFO - Epoch [190][140/627] lr: 9.582e-02, eta: 9:38:04, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7219, loss_cls: 2.1229, loss: 2.1229 2020-07-03 09:38:36,840 - mmaction - INFO - Epoch [190][160/627] lr: 9.582e-02, eta: 9:37:47, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2459, loss: 2.2459 2020-07-03 09:38:53,325 - mmaction - INFO - Epoch [190][180/627] lr: 9.582e-02, eta: 9:37:31, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.2636, loss: 2.2636 2020-07-03 09:39:09,861 - mmaction - INFO - Epoch [190][200/627] lr: 9.582e-02, eta: 9:37:14, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2616, loss: 2.2616 2020-07-03 09:39:26,012 - mmaction - INFO - Epoch [190][220/627] lr: 9.582e-02, eta: 9:36:57, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.3160, loss: 2.3160 2020-07-03 09:39:42,230 - mmaction - INFO - Epoch [190][240/627] lr: 9.582e-02, eta: 9:36:40, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2216, loss: 2.2216 2020-07-03 09:39:59,043 - mmaction - INFO - Epoch [190][260/627] lr: 9.582e-02, eta: 9:36:24, time: 0.841, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.1450, loss: 2.1450 2020-07-03 09:40:15,214 - mmaction - INFO - Epoch [190][280/627] lr: 9.582e-02, eta: 9:36:07, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.2261, loss: 2.2261 2020-07-03 09:40:31,494 - mmaction - INFO - Epoch [190][300/627] lr: 9.582e-02, eta: 9:35:50, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7344, loss_cls: 2.1405, loss: 2.1405 2020-07-03 09:40:47,648 - mmaction - INFO - Epoch [190][320/627] lr: 9.582e-02, eta: 9:35:33, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1135, loss: 2.1135 2020-07-03 09:41:04,208 - mmaction - INFO - Epoch [190][340/627] lr: 9.582e-02, eta: 9:35:17, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1659, loss: 2.1659 2020-07-03 09:41:20,695 - mmaction - INFO - Epoch [190][360/627] lr: 9.582e-02, eta: 9:35:00, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4499, loss: 2.4499 2020-07-03 09:41:36,917 - mmaction - INFO - Epoch [190][380/627] lr: 9.582e-02, eta: 9:34:44, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3283, loss: 2.3283 2020-07-03 09:41:53,400 - mmaction - INFO - Epoch [190][400/627] lr: 9.582e-02, eta: 9:34:27, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1207, loss: 2.1207 2020-07-03 09:42:09,620 - mmaction - INFO - Epoch [190][420/627] lr: 9.582e-02, eta: 9:34:10, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.1998, loss: 2.1998 2020-07-03 09:42:26,072 - mmaction - INFO - Epoch [190][440/627] lr: 9.582e-02, eta: 9:33:53, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2272, loss: 2.2272 2020-07-03 09:42:42,221 - mmaction - INFO - Epoch [190][460/627] lr: 9.582e-02, eta: 9:33:37, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0429, loss: 2.0429 2020-07-03 09:42:58,383 - mmaction - INFO - Epoch [190][480/627] lr: 9.582e-02, eta: 9:33:20, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3344, loss: 2.3344 2020-07-03 09:43:14,509 - mmaction - INFO - Epoch [190][500/627] lr: 9.582e-02, eta: 9:33:03, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0826, loss: 2.0826 2020-07-03 09:43:30,761 - mmaction - INFO - Epoch [190][520/627] lr: 9.582e-02, eta: 9:32:46, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 2.0755, loss: 2.0755 2020-07-03 09:43:46,949 - mmaction - INFO - Epoch [190][540/627] lr: 9.582e-02, eta: 9:32:29, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7281, loss_cls: 2.0651, loss: 2.0651 2020-07-03 09:44:03,118 - mmaction - INFO - Epoch [190][560/627] lr: 9.582e-02, eta: 9:32:13, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.9933, loss: 1.9933 2020-07-03 09:44:19,636 - mmaction - INFO - Epoch [190][580/627] lr: 9.582e-02, eta: 9:31:56, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2694, loss: 2.2694 2020-07-03 09:44:36,229 - mmaction - INFO - Epoch [190][600/627] lr: 9.582e-02, eta: 9:31:39, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0194, loss: 2.0194 2020-07-03 09:44:52,337 - mmaction - INFO - Epoch [190][620/627] lr: 9.582e-02, eta: 9:31:23, time: 0.808, data_time: 0.004, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.2807, loss: 2.2807 2020-07-03 09:45:20,043 - mmaction - INFO - Epoch [191][20/627] lr: 9.314e-02, eta: 9:31:00, time: 1.121, data_time: 0.313, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1182, loss: 2.1182 2020-07-03 09:45:36,198 - mmaction - INFO - Epoch [191][40/627] lr: 9.314e-02, eta: 9:30:43, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1306, loss: 2.1306 2020-07-03 09:45:52,373 - mmaction - INFO - Epoch [191][60/627] lr: 9.314e-02, eta: 9:30:27, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1990, loss: 2.1990 2020-07-03 09:46:08,579 - mmaction - INFO - Epoch [191][80/627] lr: 9.314e-02, eta: 9:30:10, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0921, loss: 2.0921 2020-07-03 09:46:24,723 - mmaction - INFO - Epoch [191][100/627] lr: 9.314e-02, eta: 9:29:53, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2674, loss: 2.2674 2020-07-03 09:46:40,852 - mmaction - INFO - Epoch [191][120/627] lr: 9.314e-02, eta: 9:29:36, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.1876, loss: 2.1876 2020-07-03 09:46:57,337 - mmaction - INFO - Epoch [191][140/627] lr: 9.314e-02, eta: 9:29:19, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 2.0859, loss: 2.0859 2020-07-03 09:47:13,508 - mmaction - INFO - Epoch [191][160/627] lr: 9.314e-02, eta: 9:29:03, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8692, loss: 1.8692 2020-07-03 09:47:29,650 - mmaction - INFO - Epoch [191][180/627] lr: 9.314e-02, eta: 9:28:46, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1264, loss: 2.1264 2020-07-03 09:47:45,773 - mmaction - INFO - Epoch [191][200/627] lr: 9.314e-02, eta: 9:28:29, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1316, loss: 2.1316 2020-07-03 09:48:01,937 - mmaction - INFO - Epoch [191][220/627] lr: 9.314e-02, eta: 9:28:12, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2431, loss: 2.2431 2020-07-03 09:48:18,096 - mmaction - INFO - Epoch [191][240/627] lr: 9.314e-02, eta: 9:27:55, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.6906, loss_cls: 2.3807, loss: 2.3807 2020-07-03 09:48:34,239 - mmaction - INFO - Epoch [191][260/627] lr: 9.314e-02, eta: 9:27:38, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 2.1210, loss: 2.1210 2020-07-03 09:48:50,754 - mmaction - INFO - Epoch [191][280/627] lr: 9.314e-02, eta: 9:27:22, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1608, loss: 2.1608 2020-07-03 09:49:06,935 - mmaction - INFO - Epoch [191][300/627] lr: 9.314e-02, eta: 9:27:05, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1633, loss: 2.1633 2020-07-03 09:49:23,143 - mmaction - INFO - Epoch [191][320/627] lr: 9.314e-02, eta: 9:26:48, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7219, loss_cls: 2.0809, loss: 2.0809 2020-07-03 09:49:39,638 - mmaction - INFO - Epoch [191][340/627] lr: 9.314e-02, eta: 9:26:32, time: 0.824, data_time: 0.007, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7156, loss_cls: 2.2390, loss: 2.2390 2020-07-03 09:49:55,847 - mmaction - INFO - Epoch [191][360/627] lr: 9.314e-02, eta: 9:26:15, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1356, loss: 2.1356 2020-07-03 09:50:11,983 - mmaction - INFO - Epoch [191][380/627] lr: 9.314e-02, eta: 9:25:58, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1506, loss: 2.1506 2020-07-03 09:50:28,103 - mmaction - INFO - Epoch [191][400/627] lr: 9.314e-02, eta: 9:25:41, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.2995, loss: 2.2995 2020-07-03 09:50:44,306 - mmaction - INFO - Epoch [191][420/627] lr: 9.314e-02, eta: 9:25:24, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.3073, loss: 2.3073 2020-07-03 09:51:00,459 - mmaction - INFO - Epoch [191][440/627] lr: 9.314e-02, eta: 9:25:08, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0261, loss: 2.0261 2020-07-03 09:51:16,635 - mmaction - INFO - Epoch [191][460/627] lr: 9.314e-02, eta: 9:24:51, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2649, loss: 2.2649 2020-07-03 09:51:32,843 - mmaction - INFO - Epoch [191][480/627] lr: 9.314e-02, eta: 9:24:34, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2096, loss: 2.2096 2020-07-03 09:51:48,977 - mmaction - INFO - Epoch [191][500/627] lr: 9.314e-02, eta: 9:24:17, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2566, loss: 2.2566 2020-07-03 09:52:05,196 - mmaction - INFO - Epoch [191][520/627] lr: 9.314e-02, eta: 9:24:00, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3185, loss: 2.3185 2020-07-03 09:52:21,367 - mmaction - INFO - Epoch [191][540/627] lr: 9.314e-02, eta: 9:23:44, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1479, loss: 2.1479 2020-07-03 09:52:37,555 - mmaction - INFO - Epoch [191][560/627] lr: 9.314e-02, eta: 9:23:27, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0762, loss: 2.0762 2020-07-03 09:52:53,704 - mmaction - INFO - Epoch [191][580/627] lr: 9.314e-02, eta: 9:23:10, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7250, loss_cls: 2.1657, loss: 2.1657 2020-07-03 09:53:09,827 - mmaction - INFO - Epoch [191][600/627] lr: 9.314e-02, eta: 9:22:53, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7094, loss_cls: 2.1486, loss: 2.1486 2020-07-03 09:53:25,947 - mmaction - INFO - Epoch [191][620/627] lr: 9.314e-02, eta: 9:22:36, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.2052, loss: 2.2052 2020-07-03 09:53:53,405 - mmaction - INFO - Epoch [192][20/627] lr: 9.049e-02, eta: 9:22:14, time: 1.109, data_time: 0.299, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0976, loss: 2.0976 2020-07-03 09:54:09,594 - mmaction - INFO - Epoch [192][40/627] lr: 9.049e-02, eta: 9:21:57, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2475, loss: 2.2475 2020-07-03 09:54:25,733 - mmaction - INFO - Epoch [192][60/627] lr: 9.049e-02, eta: 9:21:40, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9806, loss: 1.9806 2020-07-03 09:54:42,243 - mmaction - INFO - Epoch [192][80/627] lr: 9.049e-02, eta: 9:21:24, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.2677, loss: 2.2677 2020-07-03 09:54:58,348 - mmaction - INFO - Epoch [192][100/627] lr: 9.049e-02, eta: 9:21:07, time: 0.804, data_time: 0.001, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 2.1003, loss: 2.1003 2020-07-03 09:55:14,554 - mmaction - INFO - Epoch [192][120/627] lr: 9.049e-02, eta: 9:20:50, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.1616, loss: 2.1616 2020-07-03 09:55:30,662 - mmaction - INFO - Epoch [192][140/627] lr: 9.049e-02, eta: 9:20:33, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0522, loss: 2.0522 2020-07-03 09:55:47,217 - mmaction - INFO - Epoch [192][160/627] lr: 9.049e-02, eta: 9:20:16, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1115, loss: 2.1115 2020-07-03 09:56:03,372 - mmaction - INFO - Epoch [192][180/627] lr: 9.049e-02, eta: 9:20:00, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1664, loss: 2.1664 2020-07-03 09:56:19,550 - mmaction - INFO - Epoch [192][200/627] lr: 9.049e-02, eta: 9:19:43, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.0875, loss: 2.0875 2020-07-03 09:56:35,683 - mmaction - INFO - Epoch [192][220/627] lr: 9.049e-02, eta: 9:19:26, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.1057, loss: 2.1057 2020-07-03 09:56:51,896 - mmaction - INFO - Epoch [192][240/627] lr: 9.049e-02, eta: 9:19:09, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1846, loss: 2.1846 2020-07-03 09:57:08,607 - mmaction - INFO - Epoch [192][260/627] lr: 9.049e-02, eta: 9:18:53, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9683, loss: 1.9683 2020-07-03 09:57:24,812 - mmaction - INFO - Epoch [192][280/627] lr: 9.049e-02, eta: 9:18:36, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2214, loss: 2.2214 2020-07-03 09:57:40,937 - mmaction - INFO - Epoch [192][300/627] lr: 9.049e-02, eta: 9:18:19, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0924, loss: 2.0924 2020-07-03 09:57:57,065 - mmaction - INFO - Epoch [192][320/627] lr: 9.049e-02, eta: 9:18:02, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0332, loss: 2.0332 2020-07-03 09:58:13,325 - mmaction - INFO - Epoch [192][340/627] lr: 9.049e-02, eta: 9:17:46, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.1808, loss: 2.1808 2020-07-03 09:58:29,471 - mmaction - INFO - Epoch [192][360/627] lr: 9.049e-02, eta: 9:17:29, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2766, loss: 2.2766 2020-07-03 09:58:45,631 - mmaction - INFO - Epoch [192][380/627] lr: 9.049e-02, eta: 9:17:12, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2679, loss: 2.2679 2020-07-03 09:59:01,731 - mmaction - INFO - Epoch [192][400/627] lr: 9.049e-02, eta: 9:16:55, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2086, loss: 2.2086 2020-07-03 09:59:17,923 - mmaction - INFO - Epoch [192][420/627] lr: 9.049e-02, eta: 9:16:38, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1453, loss: 2.1453 2020-07-03 09:59:34,130 - mmaction - INFO - Epoch [192][440/627] lr: 9.049e-02, eta: 9:16:22, time: 0.810, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 1.9960, loss: 1.9960 2020-07-03 09:59:50,753 - mmaction - INFO - Epoch [192][460/627] lr: 9.049e-02, eta: 9:16:05, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.2292, loss: 2.2292 2020-07-03 10:00:17,434 - mmaction - INFO - Epoch [192][480/627] lr: 9.049e-02, eta: 9:15:55, time: 1.329, data_time: 0.007, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1880, loss: 2.1880 2020-07-03 10:00:34,090 - mmaction - INFO - Epoch [192][500/627] lr: 9.049e-02, eta: 9:15:38, time: 0.836, data_time: 0.011, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.1590, loss: 2.1590 2020-07-03 10:00:50,429 - mmaction - INFO - Epoch [192][520/627] lr: 9.049e-02, eta: 9:15:21, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7156, loss_cls: 2.1535, loss: 2.1535 2020-07-03 10:01:06,700 - mmaction - INFO - Epoch [192][540/627] lr: 9.049e-02, eta: 9:15:05, time: 0.817, data_time: 0.005, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1910, loss: 2.1910 2020-07-03 10:01:22,900 - mmaction - INFO - Epoch [192][560/627] lr: 9.049e-02, eta: 9:14:48, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7406, loss_cls: 2.1035, loss: 2.1035 2020-07-03 10:01:39,053 - mmaction - INFO - Epoch [192][580/627] lr: 9.049e-02, eta: 9:14:31, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0240, loss: 2.0240 2020-07-03 10:01:55,356 - mmaction - INFO - Epoch [192][600/627] lr: 9.049e-02, eta: 9:14:14, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 2.0469, loss: 2.0469 2020-07-03 10:02:11,448 - mmaction - INFO - Epoch [192][620/627] lr: 9.049e-02, eta: 9:13:58, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.0463, loss: 2.0463 2020-07-03 10:02:16,832 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-07-03 10:02:43,210 - mmaction - INFO - Epoch [193][20/627] lr: 8.787e-02, eta: 9:13:37, time: 1.239, data_time: 0.392, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0572, loss: 2.0572 2020-07-03 10:02:59,532 - mmaction - INFO - Epoch [193][40/627] lr: 8.787e-02, eta: 9:13:20, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9679, loss: 1.9679 2020-07-03 10:03:15,706 - mmaction - INFO - Epoch [193][60/627] lr: 8.787e-02, eta: 9:13:03, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2299, loss: 2.2299 2020-07-03 10:03:31,807 - mmaction - INFO - Epoch [193][80/627] lr: 8.787e-02, eta: 9:12:46, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.3016, loss: 2.3016 2020-07-03 10:03:47,930 - mmaction - INFO - Epoch [193][100/627] lr: 8.787e-02, eta: 9:12:30, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0292, loss: 2.0292 2020-07-03 10:04:04,120 - mmaction - INFO - Epoch [193][120/627] lr: 8.787e-02, eta: 9:12:13, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8979, loss: 1.8979 2020-07-03 10:04:20,269 - mmaction - INFO - Epoch [193][140/627] lr: 8.787e-02, eta: 9:11:56, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1247, loss: 2.1247 2020-07-03 10:04:36,414 - mmaction - INFO - Epoch [193][160/627] lr: 8.787e-02, eta: 9:11:39, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0335, loss: 2.0335 2020-07-03 10:04:52,582 - mmaction - INFO - Epoch [193][180/627] lr: 8.787e-02, eta: 9:11:22, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1519, loss: 2.1519 2020-07-03 10:05:08,760 - mmaction - INFO - Epoch [193][200/627] lr: 8.787e-02, eta: 9:11:06, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.2761, loss: 2.2761 2020-07-03 10:05:24,887 - mmaction - INFO - Epoch [193][220/627] lr: 8.787e-02, eta: 9:10:49, time: 0.804, data_time: 0.001, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4346, loss: 2.4346 2020-07-03 10:05:41,013 - mmaction - INFO - Epoch [193][240/627] lr: 8.787e-02, eta: 9:10:32, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.0826, loss: 2.0826 2020-07-03 10:05:57,618 - mmaction - INFO - Epoch [193][260/627] lr: 8.787e-02, eta: 9:10:15, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7094, loss_cls: 2.1192, loss: 2.1192 2020-07-03 10:06:13,786 - mmaction - INFO - Epoch [193][280/627] lr: 8.787e-02, eta: 9:09:59, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2563, loss: 2.2563 2020-07-03 10:06:29,966 - mmaction - INFO - Epoch [193][300/627] lr: 8.787e-02, eta: 9:09:42, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0423, loss: 2.0423 2020-07-03 10:06:46,125 - mmaction - INFO - Epoch [193][320/627] lr: 8.787e-02, eta: 9:09:25, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7719, loss_cls: 2.1509, loss: 2.1509 2020-07-03 10:07:02,678 - mmaction - INFO - Epoch [193][340/627] lr: 8.787e-02, eta: 9:09:08, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9579, loss: 1.9579 2020-07-03 10:07:18,887 - mmaction - INFO - Epoch [193][360/627] lr: 8.787e-02, eta: 9:08:52, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1791, loss: 2.1791 2020-07-03 10:07:35,054 - mmaction - INFO - Epoch [193][380/627] lr: 8.787e-02, eta: 9:08:35, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2269, loss: 2.2269 2020-07-03 10:07:51,196 - mmaction - INFO - Epoch [193][400/627] lr: 8.787e-02, eta: 9:08:18, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3210, loss: 2.3210 2020-07-03 10:08:07,335 - mmaction - INFO - Epoch [193][420/627] lr: 8.787e-02, eta: 9:08:01, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7188, loss_cls: 2.1214, loss: 2.1214 2020-07-03 10:08:23,512 - mmaction - INFO - Epoch [193][440/627] lr: 8.787e-02, eta: 9:07:44, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.1955, loss: 2.1955 2020-07-03 10:08:39,969 - mmaction - INFO - Epoch [193][460/627] lr: 8.787e-02, eta: 9:07:28, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0891, loss: 2.0891 2020-07-03 10:08:56,140 - mmaction - INFO - Epoch [193][480/627] lr: 8.787e-02, eta: 9:07:11, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2140, loss: 2.2140 2020-07-03 10:09:12,332 - mmaction - INFO - Epoch [193][500/627] lr: 8.787e-02, eta: 9:06:54, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.2845, loss: 2.2845 2020-07-03 10:09:28,548 - mmaction - INFO - Epoch [193][520/627] lr: 8.787e-02, eta: 9:06:37, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3388, loss: 2.3388 2020-07-03 10:09:45,047 - mmaction - INFO - Epoch [193][540/627] lr: 8.787e-02, eta: 9:06:21, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9253, loss: 1.9253 2020-07-03 10:10:01,390 - mmaction - INFO - Epoch [193][560/627] lr: 8.787e-02, eta: 9:06:04, time: 0.818, data_time: 0.004, memory: 11097, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.3513, loss: 2.3513 2020-07-03 10:10:17,521 - mmaction - INFO - Epoch [193][580/627] lr: 8.787e-02, eta: 9:05:47, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2764, loss: 2.2764 2020-07-03 10:10:33,679 - mmaction - INFO - Epoch [193][600/627] lr: 8.787e-02, eta: 9:05:30, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1714, loss: 2.1714 2020-07-03 10:10:49,733 - mmaction - INFO - Epoch [193][620/627] lr: 8.787e-02, eta: 9:05:14, time: 0.803, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.7781, loss_cls: 1.8992, loss: 1.8992 2020-07-03 10:11:17,320 - mmaction - INFO - Epoch [194][20/627] lr: 8.528e-02, eta: 9:04:51, time: 1.114, data_time: 0.281, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.0916, loss: 2.0916 2020-07-03 10:11:33,526 - mmaction - INFO - Epoch [194][40/627] lr: 8.528e-02, eta: 9:04:34, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7219, loss_cls: 2.1833, loss: 2.1833 2020-07-03 10:11:50,009 - mmaction - INFO - Epoch [194][60/627] lr: 8.528e-02, eta: 9:04:18, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0660, loss: 2.0660 2020-07-03 10:12:06,252 - mmaction - INFO - Epoch [194][80/627] lr: 8.528e-02, eta: 9:04:01, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 2.0858, loss: 2.0858 2020-07-03 10:12:22,365 - mmaction - INFO - Epoch [194][100/627] lr: 8.528e-02, eta: 9:03:44, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0138, loss: 2.0138 2020-07-03 10:12:38,495 - mmaction - INFO - Epoch [194][120/627] lr: 8.528e-02, eta: 9:03:27, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.2744, loss: 2.2744 2020-07-03 10:12:55,057 - mmaction - INFO - Epoch [194][140/627] lr: 8.528e-02, eta: 9:03:11, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0028, loss: 2.0028 2020-07-03 10:13:11,214 - mmaction - INFO - Epoch [194][160/627] lr: 8.528e-02, eta: 9:02:54, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1977, loss: 2.1977 2020-07-03 10:13:27,816 - mmaction - INFO - Epoch [194][180/627] lr: 8.528e-02, eta: 9:02:37, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1245, loss: 2.1245 2020-07-03 10:13:44,024 - mmaction - INFO - Epoch [194][200/627] lr: 8.528e-02, eta: 9:02:21, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7281, loss_cls: 2.0819, loss: 2.0819 2020-07-03 10:14:00,185 - mmaction - INFO - Epoch [194][220/627] lr: 8.528e-02, eta: 9:02:04, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3971, loss: 2.3971 2020-07-03 10:14:16,362 - mmaction - INFO - Epoch [194][240/627] lr: 8.528e-02, eta: 9:01:47, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7250, loss_cls: 2.1153, loss: 2.1153 2020-07-03 10:14:32,468 - mmaction - INFO - Epoch [194][260/627] lr: 8.528e-02, eta: 9:01:30, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.3778, loss: 2.3778 2020-07-03 10:14:48,643 - mmaction - INFO - Epoch [194][280/627] lr: 8.528e-02, eta: 9:01:14, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.1587, loss: 2.1587 2020-07-03 10:15:04,777 - mmaction - INFO - Epoch [194][300/627] lr: 8.528e-02, eta: 9:00:57, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2412, loss: 2.2412 2020-07-03 10:15:20,916 - mmaction - INFO - Epoch [194][320/627] lr: 8.528e-02, eta: 9:00:40, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.2425, loss: 2.2425 2020-07-03 10:15:37,110 - mmaction - INFO - Epoch [194][340/627] lr: 8.528e-02, eta: 9:00:23, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1403, loss: 2.1403 2020-07-03 10:15:53,597 - mmaction - INFO - Epoch [194][360/627] lr: 8.528e-02, eta: 9:00:07, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2720, loss: 2.2720 2020-07-03 10:16:09,875 - mmaction - INFO - Epoch [194][380/627] lr: 8.528e-02, eta: 8:59:50, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.6844, loss_cls: 2.3622, loss: 2.3622 2020-07-03 10:16:27,226 - mmaction - INFO - Epoch [194][400/627] lr: 8.528e-02, eta: 8:59:34, time: 0.868, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1093, loss: 2.1093 2020-07-03 10:16:43,819 - mmaction - INFO - Epoch [194][420/627] lr: 8.528e-02, eta: 8:59:17, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4781, top5_acc: 0.6937, loss_cls: 2.3663, loss: 2.3663 2020-07-03 10:17:00,071 - mmaction - INFO - Epoch [194][440/627] lr: 8.528e-02, eta: 8:59:00, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.0398, loss: 2.0398 2020-07-03 10:17:16,261 - mmaction - INFO - Epoch [194][460/627] lr: 8.528e-02, eta: 8:58:44, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2749, loss: 2.2749 2020-07-03 10:17:32,424 - mmaction - INFO - Epoch [194][480/627] lr: 8.528e-02, eta: 8:58:27, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7250, loss_cls: 2.1986, loss: 2.1986 2020-07-03 10:17:48,557 - mmaction - INFO - Epoch [194][500/627] lr: 8.528e-02, eta: 8:58:10, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3862, loss: 2.3862 2020-07-03 10:18:04,760 - mmaction - INFO - Epoch [194][520/627] lr: 8.528e-02, eta: 8:57:53, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.0426, loss: 2.0426 2020-07-03 10:18:20,934 - mmaction - INFO - Epoch [194][540/627] lr: 8.528e-02, eta: 8:57:36, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.1997, loss: 2.1997 2020-07-03 10:18:37,109 - mmaction - INFO - Epoch [194][560/627] lr: 8.528e-02, eta: 8:57:20, time: 0.809, data_time: 0.004, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1225, loss: 2.1225 2020-07-03 10:18:53,292 - mmaction - INFO - Epoch [194][580/627] lr: 8.528e-02, eta: 8:57:03, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.0954, loss: 2.0954 2020-07-03 10:19:09,761 - mmaction - INFO - Epoch [194][600/627] lr: 8.528e-02, eta: 8:56:46, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.3380, loss: 2.3380 2020-07-03 10:19:25,871 - mmaction - INFO - Epoch [194][620/627] lr: 8.528e-02, eta: 8:56:29, time: 0.805, data_time: 0.001, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 2.0955, loss: 2.0955 2020-07-03 10:19:53,697 - mmaction - INFO - Epoch [195][20/627] lr: 8.273e-02, eta: 8:56:07, time: 1.126, data_time: 0.315, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1051, loss: 2.1051 2020-07-03 10:20:09,898 - mmaction - INFO - Epoch [195][40/627] lr: 8.273e-02, eta: 8:55:50, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9655, loss: 1.9655 2020-07-03 10:20:26,671 - mmaction - INFO - Epoch [195][60/627] lr: 8.273e-02, eta: 8:55:34, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7656, loss_cls: 1.9475, loss: 1.9475 2020-07-03 10:20:42,950 - mmaction - INFO - Epoch [195][80/627] lr: 8.273e-02, eta: 8:55:17, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2847, loss: 2.2847 2020-07-03 10:20:59,472 - mmaction - INFO - Epoch [195][100/627] lr: 8.273e-02, eta: 8:55:01, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7000, loss_cls: 2.3453, loss: 2.3453 2020-07-03 10:21:15,863 - mmaction - INFO - Epoch [195][120/627] lr: 8.273e-02, eta: 8:54:44, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.2785, loss: 2.2785 2020-07-03 10:21:32,779 - mmaction - INFO - Epoch [195][140/627] lr: 8.273e-02, eta: 8:54:28, time: 0.848, data_time: 0.005, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1655, loss: 2.1655 2020-07-03 10:21:49,370 - mmaction - INFO - Epoch [195][160/627] lr: 8.273e-02, eta: 8:54:11, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1807, loss: 2.1807 2020-07-03 10:22:05,907 - mmaction - INFO - Epoch [195][180/627] lr: 8.273e-02, eta: 8:53:55, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7281, loss_cls: 2.1254, loss: 2.1254 2020-07-03 10:22:26,147 - mmaction - INFO - Epoch [195][200/627] lr: 8.273e-02, eta: 8:53:40, time: 1.012, data_time: 0.025, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1897, loss: 2.1897 2020-07-03 10:22:42,785 - mmaction - INFO - Epoch [195][220/627] lr: 8.273e-02, eta: 8:53:24, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2182, loss: 2.2182 2020-07-03 10:22:59,073 - mmaction - INFO - Epoch [195][240/627] lr: 8.273e-02, eta: 8:53:07, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3851, loss: 2.3851 2020-07-03 10:23:15,405 - mmaction - INFO - Epoch [195][260/627] lr: 8.273e-02, eta: 8:52:50, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2215, loss: 2.2215 2020-07-03 10:23:31,933 - mmaction - INFO - Epoch [195][280/627] lr: 8.273e-02, eta: 8:52:34, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1025, loss: 2.1025 2020-07-03 10:23:48,560 - mmaction - INFO - Epoch [195][300/627] lr: 8.273e-02, eta: 8:52:17, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0310, loss: 2.0310 2020-07-03 10:24:05,516 - mmaction - INFO - Epoch [195][320/627] lr: 8.273e-02, eta: 8:52:01, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.1923, loss: 2.1923 2020-07-03 10:24:21,708 - mmaction - INFO - Epoch [195][340/627] lr: 8.273e-02, eta: 8:51:44, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0585, loss: 2.0585 2020-07-03 10:24:38,196 - mmaction - INFO - Epoch [195][360/627] lr: 8.273e-02, eta: 8:51:27, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1610, loss: 2.1610 2020-07-03 10:24:55,198 - mmaction - INFO - Epoch [195][380/627] lr: 8.273e-02, eta: 8:51:11, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7188, loss_cls: 2.1736, loss: 2.1736 2020-07-03 10:25:11,401 - mmaction - INFO - Epoch [195][400/627] lr: 8.273e-02, eta: 8:50:54, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9967, loss: 1.9967 2020-07-03 10:25:27,973 - mmaction - INFO - Epoch [195][420/627] lr: 8.273e-02, eta: 8:50:38, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1915, loss: 2.1915 2020-07-03 10:25:44,548 - mmaction - INFO - Epoch [195][440/627] lr: 8.273e-02, eta: 8:50:21, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.1848, loss: 2.1848 2020-07-03 10:26:00,769 - mmaction - INFO - Epoch [195][460/627] lr: 8.273e-02, eta: 8:50:05, time: 0.809, data_time: 0.001, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0648, loss: 2.0648 2020-07-03 10:26:16,902 - mmaction - INFO - Epoch [195][480/627] lr: 8.273e-02, eta: 8:49:48, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0196, loss: 2.0196 2020-07-03 10:26:33,537 - mmaction - INFO - Epoch [195][500/627] lr: 8.273e-02, eta: 8:49:31, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2960, loss: 2.2960 2020-07-03 10:26:49,712 - mmaction - INFO - Epoch [195][520/627] lr: 8.273e-02, eta: 8:49:14, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6844, loss_cls: 2.2331, loss: 2.2331 2020-07-03 10:27:06,365 - mmaction - INFO - Epoch [195][540/627] lr: 8.273e-02, eta: 8:48:58, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1365, loss: 2.1365 2020-07-03 10:27:22,926 - mmaction - INFO - Epoch [195][560/627] lr: 8.273e-02, eta: 8:48:41, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1810, loss: 2.1810 2020-07-03 10:27:39,777 - mmaction - INFO - Epoch [195][580/627] lr: 8.273e-02, eta: 8:48:25, time: 0.842, data_time: 0.001, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7219, loss_cls: 2.1622, loss: 2.1622 2020-07-03 10:27:56,017 - mmaction - INFO - Epoch [195][600/627] lr: 8.273e-02, eta: 8:48:08, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1467, loss: 2.1467 2020-07-03 10:28:13,186 - mmaction - INFO - Epoch [195][620/627] lr: 8.273e-02, eta: 8:47:52, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9452, loss: 1.9452 2020-07-03 10:28:45,222 - mmaction - INFO - Epoch [196][20/627] lr: 8.020e-02, eta: 8:47:32, time: 1.337, data_time: 0.326, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7219, loss_cls: 2.1351, loss: 2.1351 2020-07-03 10:29:01,407 - mmaction - INFO - Epoch [196][40/627] lr: 8.020e-02, eta: 8:47:15, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.2053, loss: 2.2053 2020-07-03 10:29:18,734 - mmaction - INFO - Epoch [196][60/627] lr: 8.020e-02, eta: 8:46:59, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1588, loss: 2.1588 2020-07-03 10:29:35,342 - mmaction - INFO - Epoch [196][80/627] lr: 8.020e-02, eta: 8:46:43, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6844, loss_cls: 2.3518, loss: 2.3518 2020-07-03 10:29:51,891 - mmaction - INFO - Epoch [196][100/627] lr: 8.020e-02, eta: 8:46:26, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1604, loss: 2.1604 2020-07-03 10:30:08,585 - mmaction - INFO - Epoch [196][120/627] lr: 8.020e-02, eta: 8:46:10, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0778, loss: 2.0778 2020-07-03 10:30:24,842 - mmaction - INFO - Epoch [196][140/627] lr: 8.020e-02, eta: 8:45:53, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 2.0061, loss: 2.0061 2020-07-03 10:30:42,188 - mmaction - INFO - Epoch [196][160/627] lr: 8.020e-02, eta: 8:45:37, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9537, loss: 1.9537 2020-07-03 10:30:58,901 - mmaction - INFO - Epoch [196][180/627] lr: 8.020e-02, eta: 8:45:20, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9630, loss: 1.9630 2020-07-03 10:31:15,762 - mmaction - INFO - Epoch [196][200/627] lr: 8.020e-02, eta: 8:45:04, time: 0.841, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.1017, loss: 2.1017 2020-07-03 10:31:31,919 - mmaction - INFO - Epoch [196][220/627] lr: 8.020e-02, eta: 8:44:47, time: 0.810, data_time: 0.005, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2821, loss: 2.2821 2020-07-03 10:31:49,305 - mmaction - INFO - Epoch [196][240/627] lr: 8.020e-02, eta: 8:44:31, time: 0.870, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1884, loss: 2.1884 2020-07-03 10:32:05,812 - mmaction - INFO - Epoch [196][260/627] lr: 8.020e-02, eta: 8:44:15, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7312, loss_cls: 2.0607, loss: 2.0607 2020-07-03 10:32:22,575 - mmaction - INFO - Epoch [196][280/627] lr: 8.020e-02, eta: 8:43:58, time: 0.838, data_time: 0.001, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2322, loss: 2.2322 2020-07-03 10:32:39,243 - mmaction - INFO - Epoch [196][300/627] lr: 8.020e-02, eta: 8:43:42, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0593, loss: 2.0593 2020-07-03 10:32:56,244 - mmaction - INFO - Epoch [196][320/627] lr: 8.020e-02, eta: 8:43:25, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1333, loss: 2.1333 2020-07-03 10:33:13,042 - mmaction - INFO - Epoch [196][340/627] lr: 8.020e-02, eta: 8:43:09, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7438, loss_cls: 2.0421, loss: 2.0421 2020-07-03 10:33:30,244 - mmaction - INFO - Epoch [196][360/627] lr: 8.020e-02, eta: 8:42:53, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1798, loss: 2.1798 2020-07-03 10:33:46,983 - mmaction - INFO - Epoch [196][380/627] lr: 8.020e-02, eta: 8:42:36, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7344, loss_cls: 2.0793, loss: 2.0793 2020-07-03 10:34:03,119 - mmaction - INFO - Epoch [196][400/627] lr: 8.020e-02, eta: 8:42:19, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2366, loss: 2.2366 2020-07-03 10:34:19,741 - mmaction - INFO - Epoch [196][420/627] lr: 8.020e-02, eta: 8:42:03, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.1743, loss: 2.1743 2020-07-03 10:34:36,595 - mmaction - INFO - Epoch [196][440/627] lr: 8.020e-02, eta: 8:41:46, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7250, loss_cls: 2.0452, loss: 2.0452 2020-07-03 10:34:53,471 - mmaction - INFO - Epoch [196][460/627] lr: 8.020e-02, eta: 8:41:30, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1291, loss: 2.1291 2020-07-03 10:35:09,715 - mmaction - INFO - Epoch [196][480/627] lr: 8.020e-02, eta: 8:41:13, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7469, loss_cls: 2.0971, loss: 2.0971 2020-07-03 10:35:26,844 - mmaction - INFO - Epoch [196][500/627] lr: 8.020e-02, eta: 8:40:57, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0435, loss: 2.0435 2020-07-03 10:35:43,117 - mmaction - INFO - Epoch [196][520/627] lr: 8.020e-02, eta: 8:40:40, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.0660, loss: 2.0660 2020-07-03 10:36:00,186 - mmaction - INFO - Epoch [196][540/627] lr: 8.020e-02, eta: 8:40:24, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2460, loss: 2.2460 2020-07-03 10:36:16,770 - mmaction - INFO - Epoch [196][560/627] lr: 8.020e-02, eta: 8:40:08, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 1.9457, loss: 1.9457 2020-07-03 10:36:33,472 - mmaction - INFO - Epoch [196][580/627] lr: 8.020e-02, eta: 8:39:51, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0479, loss: 2.0479 2020-07-03 10:36:50,087 - mmaction - INFO - Epoch [196][600/627] lr: 8.020e-02, eta: 8:39:34, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.2515, loss: 2.2515 2020-07-03 10:37:06,589 - mmaction - INFO - Epoch [196][620/627] lr: 8.020e-02, eta: 8:39:18, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1429, loss: 2.1429 2020-07-03 10:37:11,897 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-07-03 10:37:34,670 - mmaction - INFO - Epoch [197][20/627] lr: 7.771e-02, eta: 8:38:55, time: 1.095, data_time: 0.247, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7494, loss: 1.7494 2020-07-03 10:37:52,129 - mmaction - INFO - Epoch [197][40/627] lr: 7.771e-02, eta: 8:38:39, time: 0.871, data_time: 0.001, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1441, loss: 2.1441 2020-07-03 10:38:08,696 - mmaction - INFO - Epoch [197][60/627] lr: 7.771e-02, eta: 8:38:23, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1052, loss: 2.1052 2020-07-03 10:38:24,807 - mmaction - INFO - Epoch [197][80/627] lr: 7.771e-02, eta: 8:38:06, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1424, loss: 2.1424 2020-07-03 10:38:42,150 - mmaction - INFO - Epoch [197][100/627] lr: 7.771e-02, eta: 8:37:50, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9840, loss: 1.9840 2020-07-03 10:38:59,008 - mmaction - INFO - Epoch [197][120/627] lr: 7.771e-02, eta: 8:37:33, time: 0.842, data_time: 0.004, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3114, loss: 2.3114 2020-07-03 10:39:16,117 - mmaction - INFO - Epoch [197][140/627] lr: 7.771e-02, eta: 8:37:17, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7188, loss_cls: 2.1954, loss: 2.1954 2020-07-03 10:39:33,164 - mmaction - INFO - Epoch [197][160/627] lr: 7.771e-02, eta: 8:37:01, time: 0.852, data_time: 0.001, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.1831, loss: 2.1831 2020-07-03 10:39:50,351 - mmaction - INFO - Epoch [197][180/627] lr: 7.771e-02, eta: 8:36:45, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0999, loss: 2.0999 2020-07-03 10:40:06,609 - mmaction - INFO - Epoch [197][200/627] lr: 7.771e-02, eta: 8:36:28, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1001, loss: 2.1001 2020-07-03 10:40:23,884 - mmaction - INFO - Epoch [197][220/627] lr: 7.771e-02, eta: 8:36:12, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7344, loss_cls: 2.0516, loss: 2.0516 2020-07-03 10:40:40,161 - mmaction - INFO - Epoch [197][240/627] lr: 7.771e-02, eta: 8:35:55, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.1069, loss: 2.1069 2020-07-03 10:40:56,322 - mmaction - INFO - Epoch [197][260/627] lr: 7.771e-02, eta: 8:35:38, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0936, loss: 2.0936 2020-07-03 10:41:13,618 - mmaction - INFO - Epoch [197][280/627] lr: 7.771e-02, eta: 8:35:22, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9307, loss: 1.9307 2020-07-03 10:41:31,087 - mmaction - INFO - Epoch [197][300/627] lr: 7.771e-02, eta: 8:35:06, time: 0.874, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0454, loss: 2.0454 2020-07-03 10:41:47,819 - mmaction - INFO - Epoch [197][320/627] lr: 7.771e-02, eta: 8:34:49, time: 0.836, data_time: 0.004, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2208, loss: 2.2208 2020-07-03 10:42:04,761 - mmaction - INFO - Epoch [197][340/627] lr: 7.771e-02, eta: 8:34:33, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9385, loss: 1.9385 2020-07-03 10:42:21,740 - mmaction - INFO - Epoch [197][360/627] lr: 7.771e-02, eta: 8:34:17, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2394, loss: 2.2394 2020-07-03 10:42:37,961 - mmaction - INFO - Epoch [197][380/627] lr: 7.771e-02, eta: 8:34:00, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.1267, loss: 2.1267 2020-07-03 10:42:54,852 - mmaction - INFO - Epoch [197][400/627] lr: 7.771e-02, eta: 8:33:44, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2599, loss: 2.2599 2020-07-03 10:43:11,982 - mmaction - INFO - Epoch [197][420/627] lr: 7.771e-02, eta: 8:33:27, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0956, loss: 2.0956 2020-07-03 10:43:28,068 - mmaction - INFO - Epoch [197][440/627] lr: 7.771e-02, eta: 8:33:11, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0273, loss: 2.0273 2020-07-03 10:43:44,992 - mmaction - INFO - Epoch [197][460/627] lr: 7.771e-02, eta: 8:32:54, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2841, loss: 2.2841 2020-07-03 10:44:01,947 - mmaction - INFO - Epoch [197][480/627] lr: 7.771e-02, eta: 8:32:38, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9931, loss: 1.9931 2020-07-03 10:44:18,192 - mmaction - INFO - Epoch [197][500/627] lr: 7.771e-02, eta: 8:32:21, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.3029, loss: 2.3029 2020-07-03 10:44:35,262 - mmaction - INFO - Epoch [197][520/627] lr: 7.771e-02, eta: 8:32:05, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.2034, loss: 2.2034 2020-07-03 10:44:52,045 - mmaction - INFO - Epoch [197][540/627] lr: 7.771e-02, eta: 8:31:48, time: 0.838, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1686, loss: 2.1686 2020-07-03 10:45:08,705 - mmaction - INFO - Epoch [197][560/627] lr: 7.771e-02, eta: 8:31:32, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1279, loss: 2.1279 2020-07-03 10:45:25,731 - mmaction - INFO - Epoch [197][580/627] lr: 7.771e-02, eta: 8:31:16, time: 0.852, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1607, loss: 2.1607 2020-07-03 10:45:42,819 - mmaction - INFO - Epoch [197][600/627] lr: 7.771e-02, eta: 8:30:59, time: 0.853, data_time: 0.001, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0032, loss: 2.0032 2020-07-03 10:45:59,394 - mmaction - INFO - Epoch [197][620/627] lr: 7.771e-02, eta: 8:30:43, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9758, loss: 1.9758 2020-07-03 10:46:27,296 - mmaction - INFO - Epoch [198][20/627] lr: 7.526e-02, eta: 8:30:20, time: 1.130, data_time: 0.310, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.3007, loss: 2.3007 2020-07-03 10:46:44,001 - mmaction - INFO - Epoch [198][40/627] lr: 7.526e-02, eta: 8:30:04, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0699, loss: 2.0699 2020-07-03 10:47:01,548 - mmaction - INFO - Epoch [198][60/627] lr: 7.526e-02, eta: 8:29:48, time: 0.876, data_time: 0.001, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1921, loss: 2.1921 2020-07-03 10:47:18,912 - mmaction - INFO - Epoch [198][80/627] lr: 7.526e-02, eta: 8:29:32, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2088, loss: 2.2088 2020-07-03 10:47:35,609 - mmaction - INFO - Epoch [198][100/627] lr: 7.526e-02, eta: 8:29:15, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 1.9549, loss: 1.9549 2020-07-03 10:47:52,353 - mmaction - INFO - Epoch [198][120/627] lr: 7.526e-02, eta: 8:28:59, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0699, loss: 2.0699 2020-07-03 10:48:08,987 - mmaction - INFO - Epoch [198][140/627] lr: 7.526e-02, eta: 8:28:42, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.9443, loss: 1.9443 2020-07-03 10:48:25,669 - mmaction - INFO - Epoch [198][160/627] lr: 7.526e-02, eta: 8:28:26, time: 0.835, data_time: 0.004, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.0950, loss: 2.0950 2020-07-03 10:48:42,872 - mmaction - INFO - Epoch [198][180/627] lr: 7.526e-02, eta: 8:28:10, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.0898, loss: 2.0898 2020-07-03 10:48:59,027 - mmaction - INFO - Epoch [198][200/627] lr: 7.526e-02, eta: 8:27:53, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.0262, loss: 2.0262 2020-07-03 10:49:16,404 - mmaction - INFO - Epoch [198][220/627] lr: 7.526e-02, eta: 8:27:37, time: 0.868, data_time: 0.003, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8540, loss: 1.8540 2020-07-03 10:49:32,577 - mmaction - INFO - Epoch [198][240/627] lr: 7.526e-02, eta: 8:27:20, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2960, loss: 2.2960 2020-07-03 10:49:49,614 - mmaction - INFO - Epoch [198][260/627] lr: 7.526e-02, eta: 8:27:04, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0708, loss: 2.0708 2020-07-03 10:50:05,920 - mmaction - INFO - Epoch [198][280/627] lr: 7.526e-02, eta: 8:26:47, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9257, loss: 1.9257 2020-07-03 10:50:23,028 - mmaction - INFO - Epoch [198][300/627] lr: 7.526e-02, eta: 8:26:31, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7312, loss_cls: 2.0963, loss: 2.0963 2020-07-03 10:50:40,004 - mmaction - INFO - Epoch [198][320/627] lr: 7.526e-02, eta: 8:26:14, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.2284, loss: 2.2284 2020-07-03 10:50:57,103 - mmaction - INFO - Epoch [198][340/627] lr: 7.526e-02, eta: 8:25:58, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0418, loss: 2.0418 2020-07-03 10:51:13,676 - mmaction - INFO - Epoch [198][360/627] lr: 7.526e-02, eta: 8:25:41, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1572, loss: 2.1572 2020-07-03 10:51:30,386 - mmaction - INFO - Epoch [198][380/627] lr: 7.526e-02, eta: 8:25:25, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0620, loss: 2.0620 2020-07-03 10:51:47,577 - mmaction - INFO - Epoch [198][400/627] lr: 7.526e-02, eta: 8:25:09, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9491, loss: 1.9491 2020-07-03 10:52:04,117 - mmaction - INFO - Epoch [198][420/627] lr: 7.526e-02, eta: 8:24:52, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0733, loss: 2.0733 2020-07-03 10:52:21,036 - mmaction - INFO - Epoch [198][440/627] lr: 7.526e-02, eta: 8:24:36, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3324, loss: 2.3324 2020-07-03 10:52:37,396 - mmaction - INFO - Epoch [198][460/627] lr: 7.526e-02, eta: 8:24:19, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.4033, loss: 2.4033 2020-07-03 10:52:54,430 - mmaction - INFO - Epoch [198][480/627] lr: 7.526e-02, eta: 8:24:03, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0829, loss: 2.0829 2020-07-03 10:53:10,978 - mmaction - INFO - Epoch [198][500/627] lr: 7.526e-02, eta: 8:23:46, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1994, loss: 2.1994 2020-07-03 10:53:28,387 - mmaction - INFO - Epoch [198][520/627] lr: 7.526e-02, eta: 8:23:30, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 2.0489, loss: 2.0489 2020-07-03 10:53:44,577 - mmaction - INFO - Epoch [198][540/627] lr: 7.526e-02, eta: 8:23:13, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0907, loss: 2.0907 2020-07-03 10:54:02,012 - mmaction - INFO - Epoch [198][560/627] lr: 7.526e-02, eta: 8:22:57, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.0988, loss: 2.0988 2020-07-03 10:54:18,568 - mmaction - INFO - Epoch [198][580/627] lr: 7.526e-02, eta: 8:22:41, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.2268, loss: 2.2268 2020-07-03 10:54:35,757 - mmaction - INFO - Epoch [198][600/627] lr: 7.526e-02, eta: 8:22:24, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1188, loss: 2.1188 2020-07-03 10:54:52,292 - mmaction - INFO - Epoch [198][620/627] lr: 7.526e-02, eta: 8:22:08, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7500, loss_cls: 1.9121, loss: 1.9121 2020-07-03 10:55:20,076 - mmaction - INFO - Epoch [199][20/627] lr: 7.284e-02, eta: 8:21:45, time: 1.122, data_time: 0.293, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 2.0135, loss: 2.0135 2020-07-03 10:55:36,512 - mmaction - INFO - Epoch [199][40/627] lr: 7.284e-02, eta: 8:21:29, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0733, loss: 2.0733 2020-07-03 10:55:53,839 - mmaction - INFO - Epoch [199][60/627] lr: 7.284e-02, eta: 8:21:13, time: 0.865, data_time: 0.012, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.0373, loss: 2.0373 2020-07-03 10:56:10,412 - mmaction - INFO - Epoch [199][80/627] lr: 7.284e-02, eta: 8:20:56, time: 0.829, data_time: 0.011, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.1757, loss: 2.1757 2020-07-03 10:56:27,766 - mmaction - INFO - Epoch [199][100/627] lr: 7.284e-02, eta: 8:20:40, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.1038, loss: 2.1038 2020-07-03 10:56:44,442 - mmaction - INFO - Epoch [199][120/627] lr: 7.284e-02, eta: 8:20:23, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1116, loss: 2.1116 2020-07-03 10:57:01,139 - mmaction - INFO - Epoch [199][140/627] lr: 7.284e-02, eta: 8:20:07, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1288, loss: 2.1288 2020-07-03 10:57:17,975 - mmaction - INFO - Epoch [199][160/627] lr: 7.284e-02, eta: 8:19:51, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9532, loss: 1.9532 2020-07-03 10:57:34,143 - mmaction - INFO - Epoch [199][180/627] lr: 7.284e-02, eta: 8:19:34, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.9339, loss: 1.9339 2020-07-03 10:57:51,139 - mmaction - INFO - Epoch [199][200/627] lr: 7.284e-02, eta: 8:19:17, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7281, loss_cls: 2.1170, loss: 2.1170 2020-07-03 10:58:07,603 - mmaction - INFO - Epoch [199][220/627] lr: 7.284e-02, eta: 8:19:01, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.9281, loss: 1.9281 2020-07-03 10:58:24,158 - mmaction - INFO - Epoch [199][240/627] lr: 7.284e-02, eta: 8:18:44, time: 0.827, data_time: 0.006, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3186, loss: 2.3186 2020-07-03 10:58:41,949 - mmaction - INFO - Epoch [199][260/627] lr: 7.284e-02, eta: 8:18:28, time: 0.890, data_time: 0.008, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9418, loss: 1.9418 2020-07-03 10:58:59,630 - mmaction - INFO - Epoch [199][280/627] lr: 7.284e-02, eta: 8:18:12, time: 0.885, data_time: 0.020, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.0913, loss: 2.0913 2020-07-03 10:59:16,986 - mmaction - INFO - Epoch [199][300/627] lr: 7.284e-02, eta: 8:17:56, time: 0.868, data_time: 0.008, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9202, loss: 1.9202 2020-07-03 10:59:33,146 - mmaction - INFO - Epoch [199][320/627] lr: 7.284e-02, eta: 8:17:39, time: 0.807, data_time: 0.001, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1870, loss: 2.1870 2020-07-03 10:59:50,150 - mmaction - INFO - Epoch [199][340/627] lr: 7.284e-02, eta: 8:17:23, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1876, loss: 2.1876 2020-07-03 11:00:11,129 - mmaction - INFO - Epoch [199][360/627] lr: 7.284e-02, eta: 8:17:09, time: 1.042, data_time: 0.005, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 2.0003, loss: 2.0003 2020-07-03 11:00:27,538 - mmaction - INFO - Epoch [199][380/627] lr: 7.284e-02, eta: 8:16:52, time: 0.827, data_time: 0.016, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9114, loss: 1.9114 2020-07-03 11:00:44,201 - mmaction - INFO - Epoch [199][400/627] lr: 7.284e-02, eta: 8:16:36, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.6906, loss_cls: 2.3224, loss: 2.3224 2020-07-03 11:01:00,750 - mmaction - INFO - Epoch [199][420/627] lr: 7.284e-02, eta: 8:16:19, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.2833, loss: 2.2833 2020-07-03 11:01:17,826 - mmaction - INFO - Epoch [199][440/627] lr: 7.284e-02, eta: 8:16:03, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.0702, loss: 2.0702 2020-07-03 11:01:34,578 - mmaction - INFO - Epoch [199][460/627] lr: 7.284e-02, eta: 8:15:46, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0866, loss: 2.0866 2020-07-03 11:01:51,830 - mmaction - INFO - Epoch [199][480/627] lr: 7.284e-02, eta: 8:15:30, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9062, loss: 1.9062 2020-07-03 11:02:08,176 - mmaction - INFO - Epoch [199][500/627] lr: 7.284e-02, eta: 8:15:13, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.2086, loss: 2.2086 2020-07-03 11:02:25,300 - mmaction - INFO - Epoch [199][520/627] lr: 7.284e-02, eta: 8:14:57, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9726, loss: 1.9726 2020-07-03 11:02:41,906 - mmaction - INFO - Epoch [199][540/627] lr: 7.284e-02, eta: 8:14:40, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0359, loss: 2.0359 2020-07-03 11:02:58,299 - mmaction - INFO - Epoch [199][560/627] lr: 7.284e-02, eta: 8:14:24, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9721, loss: 1.9721 2020-07-03 11:03:14,484 - mmaction - INFO - Epoch [199][580/627] lr: 7.284e-02, eta: 8:14:07, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7219, loss_cls: 2.2113, loss: 2.2113 2020-07-03 11:03:31,103 - mmaction - INFO - Epoch [199][600/627] lr: 7.284e-02, eta: 8:13:50, time: 0.833, data_time: 0.004, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.1123, loss: 2.1123 2020-07-03 11:03:47,216 - mmaction - INFO - Epoch [199][620/627] lr: 7.284e-02, eta: 8:13:34, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 2.0351, loss: 2.0351 2020-07-03 11:04:17,659 - mmaction - INFO - Epoch [200][20/627] lr: 7.045e-02, eta: 8:13:13, time: 1.254, data_time: 0.429, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.1904, loss: 2.1904 2020-07-03 11:04:34,611 - mmaction - INFO - Epoch [200][40/627] lr: 7.045e-02, eta: 8:12:56, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0384, loss: 2.0384 2020-07-03 11:04:51,620 - mmaction - INFO - Epoch [200][60/627] lr: 7.045e-02, eta: 8:12:40, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0935, loss: 2.0935 2020-07-03 11:05:07,764 - mmaction - INFO - Epoch [200][80/627] lr: 7.045e-02, eta: 8:12:23, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0872, loss: 2.0872 2020-07-03 11:05:24,532 - mmaction - INFO - Epoch [200][100/627] lr: 7.045e-02, eta: 8:12:07, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8991, loss: 1.8991 2020-07-03 11:05:41,030 - mmaction - INFO - Epoch [200][120/627] lr: 7.045e-02, eta: 8:11:50, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.2661, loss: 2.2661 2020-07-03 11:05:57,756 - mmaction - INFO - Epoch [200][140/627] lr: 7.045e-02, eta: 8:11:34, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0135, loss: 2.0135 2020-07-03 11:06:15,104 - mmaction - INFO - Epoch [200][160/627] lr: 7.045e-02, eta: 8:11:17, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7375, loss_cls: 2.1400, loss: 2.1400 2020-07-03 11:06:31,693 - mmaction - INFO - Epoch [200][180/627] lr: 7.045e-02, eta: 8:11:01, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 1.9825, loss: 1.9825 2020-07-03 11:06:48,218 - mmaction - INFO - Epoch [200][200/627] lr: 7.045e-02, eta: 8:10:44, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0888, loss: 2.0888 2020-07-03 11:07:04,766 - mmaction - INFO - Epoch [200][220/627] lr: 7.045e-02, eta: 8:10:28, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.9136, loss: 1.9136 2020-07-03 11:07:21,770 - mmaction - INFO - Epoch [200][240/627] lr: 7.045e-02, eta: 8:10:11, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1514, loss: 2.1514 2020-07-03 11:07:38,725 - mmaction - INFO - Epoch [200][260/627] lr: 7.045e-02, eta: 8:09:55, time: 0.848, data_time: 0.009, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7594, loss_cls: 1.9419, loss: 1.9419 2020-07-03 11:07:54,895 - mmaction - INFO - Epoch [200][280/627] lr: 7.045e-02, eta: 8:09:38, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7500, loss_cls: 1.9951, loss: 1.9951 2020-07-03 11:08:12,113 - mmaction - INFO - Epoch [200][300/627] lr: 7.045e-02, eta: 8:09:22, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1596, loss: 2.1596 2020-07-03 11:08:28,895 - mmaction - INFO - Epoch [200][320/627] lr: 7.045e-02, eta: 8:09:06, time: 0.841, data_time: 0.005, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1632, loss: 2.1632 2020-07-03 11:08:45,693 - mmaction - INFO - Epoch [200][340/627] lr: 7.045e-02, eta: 8:08:49, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2559, loss: 2.2559 2020-07-03 11:09:02,359 - mmaction - INFO - Epoch [200][360/627] lr: 7.045e-02, eta: 8:08:33, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9620, loss: 1.9620 2020-07-03 11:09:19,453 - mmaction - INFO - Epoch [200][380/627] lr: 7.045e-02, eta: 8:08:16, time: 0.856, data_time: 0.004, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7312, loss_cls: 2.1441, loss: 2.1441 2020-07-03 11:09:36,652 - mmaction - INFO - Epoch [200][400/627] lr: 7.045e-02, eta: 8:08:00, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.9320, loss: 1.9320 2020-07-03 11:09:53,199 - mmaction - INFO - Epoch [200][420/627] lr: 7.045e-02, eta: 8:07:43, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.1754, loss: 2.1754 2020-07-03 11:10:09,852 - mmaction - INFO - Epoch [200][440/627] lr: 7.045e-02, eta: 8:07:27, time: 0.835, data_time: 0.008, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0657, loss: 2.0657 2020-07-03 11:10:26,341 - mmaction - INFO - Epoch [200][460/627] lr: 7.045e-02, eta: 8:07:10, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0801, loss: 2.0801 2020-07-03 11:10:43,378 - mmaction - INFO - Epoch [200][480/627] lr: 7.045e-02, eta: 8:06:54, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9277, loss: 1.9277 2020-07-03 11:10:59,764 - mmaction - INFO - Epoch [200][500/627] lr: 7.045e-02, eta: 8:06:37, time: 0.820, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0111, loss: 2.0111 2020-07-03 11:11:16,862 - mmaction - INFO - Epoch [200][520/627] lr: 7.045e-02, eta: 8:06:21, time: 0.854, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9978, loss: 1.9978 2020-07-03 11:11:34,420 - mmaction - INFO - Epoch [200][540/627] lr: 7.045e-02, eta: 8:06:05, time: 0.878, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0210, loss: 2.0210 2020-07-03 11:11:50,962 - mmaction - INFO - Epoch [200][560/627] lr: 7.045e-02, eta: 8:05:48, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9818, loss: 1.9818 2020-07-03 11:12:07,694 - mmaction - INFO - Epoch [200][580/627] lr: 7.045e-02, eta: 8:05:32, time: 0.838, data_time: 0.004, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0850, loss: 2.0850 2020-07-03 11:12:24,446 - mmaction - INFO - Epoch [200][600/627] lr: 7.045e-02, eta: 8:05:15, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0798, loss: 2.0798 2020-07-03 11:12:41,509 - mmaction - INFO - Epoch [200][620/627] lr: 7.045e-02, eta: 8:04:59, time: 0.855, data_time: 0.004, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2138, loss: 2.2138 2020-07-03 11:12:46,770 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-07-03 11:13:10,295 - mmaction - INFO - Epoch [201][20/627] lr: 6.810e-02, eta: 8:04:37, time: 1.128, data_time: 0.316, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7594, loss_cls: 1.9450, loss: 1.9450 2020-07-03 11:13:27,695 - mmaction - INFO - Epoch [201][40/627] lr: 6.810e-02, eta: 8:04:21, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0992, loss: 2.0992 2020-07-03 11:13:44,764 - mmaction - INFO - Epoch [201][60/627] lr: 6.810e-02, eta: 8:04:04, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.1153, loss: 2.1153 2020-07-03 11:14:01,203 - mmaction - INFO - Epoch [201][80/627] lr: 6.810e-02, eta: 8:03:48, time: 0.823, data_time: 0.004, memory: 11097, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2536, loss: 2.2536 2020-07-03 11:14:17,414 - mmaction - INFO - Epoch [201][100/627] lr: 6.810e-02, eta: 8:03:31, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0588, loss: 2.0588 2020-07-03 11:14:34,915 - mmaction - INFO - Epoch [201][120/627] lr: 6.810e-02, eta: 8:03:15, time: 0.876, data_time: 0.004, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.1636, loss: 2.1636 2020-07-03 11:14:51,556 - mmaction - INFO - Epoch [201][140/627] lr: 6.810e-02, eta: 8:02:58, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0602, loss: 2.0602 2020-07-03 11:15:08,159 - mmaction - INFO - Epoch [201][160/627] lr: 6.810e-02, eta: 8:02:42, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0019, loss: 2.0019 2020-07-03 11:15:25,237 - mmaction - INFO - Epoch [201][180/627] lr: 6.810e-02, eta: 8:02:25, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0974, loss: 2.0974 2020-07-03 11:15:41,976 - mmaction - INFO - Epoch [201][200/627] lr: 6.810e-02, eta: 8:02:09, time: 0.836, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9917, loss: 1.9917 2020-07-03 11:15:58,156 - mmaction - INFO - Epoch [201][220/627] lr: 6.810e-02, eta: 8:01:52, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7063, loss_cls: 2.2581, loss: 2.2581 2020-07-03 11:16:15,061 - mmaction - INFO - Epoch [201][240/627] lr: 6.810e-02, eta: 8:01:36, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9784, loss: 1.9784 2020-07-03 11:16:32,205 - mmaction - INFO - Epoch [201][260/627] lr: 6.810e-02, eta: 8:01:19, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9824, loss: 1.9824 2020-07-03 11:16:48,888 - mmaction - INFO - Epoch [201][280/627] lr: 6.810e-02, eta: 8:01:03, time: 0.838, data_time: 0.006, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9556, loss: 1.9556 2020-07-03 11:17:05,799 - mmaction - INFO - Epoch [201][300/627] lr: 6.810e-02, eta: 8:00:46, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9792, loss: 1.9792 2020-07-03 11:17:22,546 - mmaction - INFO - Epoch [201][320/627] lr: 6.810e-02, eta: 8:00:30, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0952, loss: 2.0952 2020-07-03 11:17:38,889 - mmaction - INFO - Epoch [201][340/627] lr: 6.810e-02, eta: 8:00:13, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0735, loss: 2.0735 2020-07-03 11:17:55,808 - mmaction - INFO - Epoch [201][360/627] lr: 6.810e-02, eta: 7:59:57, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1101, loss: 2.1101 2020-07-03 11:18:12,716 - mmaction - INFO - Epoch [201][380/627] lr: 6.810e-02, eta: 7:59:40, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0706, loss: 2.0706 2020-07-03 11:18:29,752 - mmaction - INFO - Epoch [201][400/627] lr: 6.810e-02, eta: 7:59:24, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.6656, loss_cls: 2.4066, loss: 2.4066 2020-07-03 11:18:46,073 - mmaction - INFO - Epoch [201][420/627] lr: 6.810e-02, eta: 7:59:07, time: 0.815, data_time: 0.001, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0524, loss: 2.0524 2020-07-03 11:19:03,402 - mmaction - INFO - Epoch [201][440/627] lr: 6.810e-02, eta: 7:58:51, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0540, loss: 2.0540 2020-07-03 11:19:19,997 - mmaction - INFO - Epoch [201][460/627] lr: 6.810e-02, eta: 7:58:35, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8331, loss: 1.8331 2020-07-03 11:19:36,649 - mmaction - INFO - Epoch [201][480/627] lr: 6.810e-02, eta: 7:58:18, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.9232, loss: 1.9232 2020-07-03 11:19:53,462 - mmaction - INFO - Epoch [201][500/627] lr: 6.810e-02, eta: 7:58:02, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0940, loss: 2.0940 2020-07-03 11:20:10,364 - mmaction - INFO - Epoch [201][520/627] lr: 6.810e-02, eta: 7:57:45, time: 0.844, data_time: 0.001, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 2.0629, loss: 2.0629 2020-07-03 11:20:27,348 - mmaction - INFO - Epoch [201][540/627] lr: 6.810e-02, eta: 7:57:29, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1589, loss: 2.1589 2020-07-03 11:20:44,518 - mmaction - INFO - Epoch [201][560/627] lr: 6.810e-02, eta: 7:57:13, time: 0.865, data_time: 0.009, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1557, loss: 2.1557 2020-07-03 11:21:01,561 - mmaction - INFO - Epoch [201][580/627] lr: 6.810e-02, eta: 7:56:56, time: 0.852, data_time: 0.001, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.2075, loss: 2.2075 2020-07-03 11:21:17,862 - mmaction - INFO - Epoch [201][600/627] lr: 6.810e-02, eta: 7:56:40, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0733, loss: 2.0733 2020-07-03 11:21:34,414 - mmaction - INFO - Epoch [201][620/627] lr: 6.810e-02, eta: 7:56:23, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.0830, loss: 2.0830 2020-07-03 11:22:02,613 - mmaction - INFO - Epoch [202][20/627] lr: 6.578e-02, eta: 7:56:01, time: 1.146, data_time: 0.332, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9779, loss: 1.9779 2020-07-03 11:22:20,748 - mmaction - INFO - Epoch [202][40/627] lr: 6.578e-02, eta: 7:55:45, time: 0.906, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.1080, loss: 2.1080 2020-07-03 11:22:37,683 - mmaction - INFO - Epoch [202][60/627] lr: 6.578e-02, eta: 7:55:29, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.8624, loss: 1.8624 2020-07-03 11:22:54,780 - mmaction - INFO - Epoch [202][80/627] lr: 6.578e-02, eta: 7:55:12, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.4284, loss: 2.4284 2020-07-03 11:23:11,503 - mmaction - INFO - Epoch [202][100/627] lr: 6.578e-02, eta: 7:54:56, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 1.9920, loss: 1.9920 2020-07-03 11:23:29,888 - mmaction - INFO - Epoch [202][120/627] lr: 6.578e-02, eta: 7:54:40, time: 0.919, data_time: 0.012, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 2.0042, loss: 2.0042 2020-07-03 11:23:46,524 - mmaction - INFO - Epoch [202][140/627] lr: 6.578e-02, eta: 7:54:24, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0170, loss: 2.0170 2020-07-03 11:24:03,229 - mmaction - INFO - Epoch [202][160/627] lr: 6.578e-02, eta: 7:54:07, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7781, loss_cls: 1.9777, loss: 1.9777 2020-07-03 11:24:19,816 - mmaction - INFO - Epoch [202][180/627] lr: 6.578e-02, eta: 7:53:50, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.0879, loss: 2.0879 2020-07-03 11:24:36,352 - mmaction - INFO - Epoch [202][200/627] lr: 6.578e-02, eta: 7:53:34, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2189, loss: 2.2189 2020-07-03 11:24:53,709 - mmaction - INFO - Epoch [202][220/627] lr: 6.578e-02, eta: 7:53:18, time: 0.869, data_time: 0.005, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.2094, loss: 2.2094 2020-07-03 11:25:11,150 - mmaction - INFO - Epoch [202][240/627] lr: 6.578e-02, eta: 7:53:02, time: 0.873, data_time: 0.009, memory: 11097, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2263, loss: 2.2263 2020-07-03 11:25:28,175 - mmaction - INFO - Epoch [202][260/627] lr: 6.578e-02, eta: 7:52:45, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9832, loss: 1.9832 2020-07-03 11:25:44,344 - mmaction - INFO - Epoch [202][280/627] lr: 6.578e-02, eta: 7:52:28, time: 0.812, data_time: 0.008, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9677, loss: 1.9677 2020-07-03 11:26:01,865 - mmaction - INFO - Epoch [202][300/627] lr: 6.578e-02, eta: 7:52:12, time: 0.877, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 1.9780, loss: 1.9780 2020-07-03 11:26:19,167 - mmaction - INFO - Epoch [202][320/627] lr: 6.578e-02, eta: 7:51:56, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8894, loss: 1.8894 2020-07-03 11:26:36,084 - mmaction - INFO - Epoch [202][340/627] lr: 6.578e-02, eta: 7:51:40, time: 0.851, data_time: 0.007, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7469, loss_cls: 1.9366, loss: 1.9366 2020-07-03 11:26:52,840 - mmaction - INFO - Epoch [202][360/627] lr: 6.578e-02, eta: 7:51:23, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 1.9189, loss: 1.9189 2020-07-03 11:27:09,612 - mmaction - INFO - Epoch [202][380/627] lr: 6.578e-02, eta: 7:51:07, time: 0.838, data_time: 0.004, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0140, loss: 2.0140 2020-07-03 11:27:26,321 - mmaction - INFO - Epoch [202][400/627] lr: 6.578e-02, eta: 7:50:50, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7188, loss_cls: 2.2110, loss: 2.2110 2020-07-03 11:27:42,562 - mmaction - INFO - Epoch [202][420/627] lr: 6.578e-02, eta: 7:50:33, time: 0.813, data_time: 0.004, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7156, loss_cls: 2.1299, loss: 2.1299 2020-07-03 11:27:59,433 - mmaction - INFO - Epoch [202][440/627] lr: 6.578e-02, eta: 7:50:17, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0515, loss: 2.0515 2020-07-03 11:28:16,626 - mmaction - INFO - Epoch [202][460/627] lr: 6.578e-02, eta: 7:50:01, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0181, loss: 2.0181 2020-07-03 11:28:34,272 - mmaction - INFO - Epoch [202][480/627] lr: 6.578e-02, eta: 7:49:45, time: 0.881, data_time: 0.004, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0869, loss: 2.0869 2020-07-03 11:28:51,308 - mmaction - INFO - Epoch [202][500/627] lr: 6.578e-02, eta: 7:49:28, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3411, loss: 2.3411 2020-07-03 11:29:07,625 - mmaction - INFO - Epoch [202][520/627] lr: 6.578e-02, eta: 7:49:12, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9997, loss: 1.9997 2020-07-03 11:29:24,681 - mmaction - INFO - Epoch [202][540/627] lr: 6.578e-02, eta: 7:48:55, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 2.0414, loss: 2.0414 2020-07-03 11:29:41,540 - mmaction - INFO - Epoch [202][560/627] lr: 6.578e-02, eta: 7:48:39, time: 0.844, data_time: 0.004, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.9114, loss: 1.9114 2020-07-03 11:29:57,875 - mmaction - INFO - Epoch [202][580/627] lr: 6.578e-02, eta: 7:48:22, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7719, loss_cls: 2.1579, loss: 2.1579 2020-07-03 11:30:16,942 - mmaction - INFO - Epoch [202][600/627] lr: 6.578e-02, eta: 7:48:07, time: 0.952, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.2645, loss: 2.2645 2020-07-03 11:30:34,060 - mmaction - INFO - Epoch [202][620/627] lr: 6.578e-02, eta: 7:47:50, time: 0.858, data_time: 0.012, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1265, loss: 2.1265 2020-07-03 11:31:02,627 - mmaction - INFO - Epoch [203][20/627] lr: 6.350e-02, eta: 7:47:28, time: 1.163, data_time: 0.350, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9402, loss: 1.9402 2020-07-03 11:31:20,417 - mmaction - INFO - Epoch [203][40/627] lr: 6.350e-02, eta: 7:47:12, time: 0.887, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1074, loss: 2.1074 2020-07-03 11:31:38,051 - mmaction - INFO - Epoch [203][60/627] lr: 6.350e-02, eta: 7:46:56, time: 0.883, data_time: 0.006, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.8457, loss: 1.8457 2020-07-03 11:31:55,004 - mmaction - INFO - Epoch [203][80/627] lr: 6.350e-02, eta: 7:46:40, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7469, loss_cls: 2.0152, loss: 2.0152 2020-07-03 11:32:11,567 - mmaction - INFO - Epoch [203][100/627] lr: 6.350e-02, eta: 7:46:23, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.0943, loss: 2.0943 2020-07-03 11:32:28,849 - mmaction - INFO - Epoch [203][120/627] lr: 6.350e-02, eta: 7:46:07, time: 0.864, data_time: 0.004, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0879, loss: 2.0879 2020-07-03 11:32:45,362 - mmaction - INFO - Epoch [203][140/627] lr: 6.350e-02, eta: 7:45:50, time: 0.825, data_time: 0.004, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0764, loss: 2.0764 2020-07-03 11:33:02,125 - mmaction - INFO - Epoch [203][160/627] lr: 6.350e-02, eta: 7:45:34, time: 0.839, data_time: 0.004, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8403, loss: 1.8403 2020-07-03 11:33:18,731 - mmaction - INFO - Epoch [203][180/627] lr: 6.350e-02, eta: 7:45:17, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.9491, loss: 1.9491 2020-07-03 11:33:35,370 - mmaction - INFO - Epoch [203][200/627] lr: 6.350e-02, eta: 7:45:01, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.8357, loss: 1.8357 2020-07-03 11:33:51,929 - mmaction - INFO - Epoch [203][220/627] lr: 6.350e-02, eta: 7:44:44, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7344, loss_cls: 2.0792, loss: 2.0792 2020-07-03 11:34:09,395 - mmaction - INFO - Epoch [203][240/627] lr: 6.350e-02, eta: 7:44:28, time: 0.873, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7406, loss_cls: 2.0149, loss: 2.0149 2020-07-03 11:34:26,153 - mmaction - INFO - Epoch [203][260/627] lr: 6.350e-02, eta: 7:44:12, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.8884, loss: 1.8884 2020-07-03 11:34:42,971 - mmaction - INFO - Epoch [203][280/627] lr: 6.350e-02, eta: 7:43:55, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2152, loss: 2.2152 2020-07-03 11:35:00,644 - mmaction - INFO - Epoch [203][300/627] lr: 6.350e-02, eta: 7:43:39, time: 0.885, data_time: 0.010, memory: 11097, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2558, loss: 2.2558 2020-07-03 11:35:17,626 - mmaction - INFO - Epoch [203][320/627] lr: 6.350e-02, eta: 7:43:23, time: 0.848, data_time: 0.014, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9666, loss: 1.9666 2020-07-03 11:35:33,775 - mmaction - INFO - Epoch [203][340/627] lr: 6.350e-02, eta: 7:43:06, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 2.0129, loss: 2.0129 2020-07-03 11:35:51,466 - mmaction - INFO - Epoch [203][360/627] lr: 6.350e-02, eta: 7:42:50, time: 0.885, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.1093, loss: 2.1093 2020-07-03 11:36:08,472 - mmaction - INFO - Epoch [203][380/627] lr: 6.350e-02, eta: 7:42:33, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.9133, loss: 1.9133 2020-07-03 11:36:25,312 - mmaction - INFO - Epoch [203][400/627] lr: 6.350e-02, eta: 7:42:17, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.1978, loss: 2.1978 2020-07-03 11:36:41,942 - mmaction - INFO - Epoch [203][420/627] lr: 6.350e-02, eta: 7:42:00, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1056, loss: 2.1056 2020-07-03 11:36:59,767 - mmaction - INFO - Epoch [203][440/627] lr: 6.350e-02, eta: 7:41:44, time: 0.891, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0834, loss: 2.0834 2020-07-03 11:37:16,370 - mmaction - INFO - Epoch [203][460/627] lr: 6.350e-02, eta: 7:41:28, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9960, loss: 1.9960 2020-07-03 11:37:33,417 - mmaction - INFO - Epoch [203][480/627] lr: 6.350e-02, eta: 7:41:11, time: 0.852, data_time: 0.007, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0517, loss: 2.0517 2020-07-03 11:37:51,555 - mmaction - INFO - Epoch [203][500/627] lr: 6.350e-02, eta: 7:40:56, time: 0.907, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1346, loss: 2.1346 2020-07-03 11:38:09,351 - mmaction - INFO - Epoch [203][520/627] lr: 6.350e-02, eta: 7:40:40, time: 0.887, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1011, loss: 2.1011 2020-07-03 11:38:25,977 - mmaction - INFO - Epoch [203][540/627] lr: 6.350e-02, eta: 7:40:23, time: 0.832, data_time: 0.005, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8949, loss: 1.8949 2020-07-03 11:38:43,642 - mmaction - INFO - Epoch [203][560/627] lr: 6.350e-02, eta: 7:40:07, time: 0.883, data_time: 0.006, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0816, loss: 2.0816 2020-07-03 11:39:00,806 - mmaction - INFO - Epoch [203][580/627] lr: 6.350e-02, eta: 7:39:51, time: 0.860, data_time: 0.006, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7344, loss_cls: 2.0815, loss: 2.0815 2020-07-03 11:39:17,527 - mmaction - INFO - Epoch [203][600/627] lr: 6.350e-02, eta: 7:39:34, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9630, loss: 1.9630 2020-07-03 11:39:34,520 - mmaction - INFO - Epoch [203][620/627] lr: 6.350e-02, eta: 7:39:18, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7406, loss_cls: 2.0355, loss: 2.0355 2020-07-03 11:40:05,287 - mmaction - INFO - Epoch [204][20/627] lr: 6.125e-02, eta: 7:38:56, time: 1.206, data_time: 0.384, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1521, loss: 2.1521 2020-07-03 11:40:22,576 - mmaction - INFO - Epoch [204][40/627] lr: 6.125e-02, eta: 7:38:40, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1966, loss: 2.1966 2020-07-03 11:40:39,804 - mmaction - INFO - Epoch [204][60/627] lr: 6.125e-02, eta: 7:38:24, time: 0.861, data_time: 0.004, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.0522, loss: 2.0522 2020-07-03 11:40:56,522 - mmaction - INFO - Epoch [204][80/627] lr: 6.125e-02, eta: 7:38:07, time: 0.836, data_time: 0.010, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.1003, loss: 2.1003 2020-07-03 11:41:14,255 - mmaction - INFO - Epoch [204][100/627] lr: 6.125e-02, eta: 7:37:51, time: 0.887, data_time: 0.004, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 1.9853, loss: 1.9853 2020-07-03 11:41:30,861 - mmaction - INFO - Epoch [204][120/627] lr: 6.125e-02, eta: 7:37:34, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.8237, loss: 1.8237 2020-07-03 11:41:47,909 - mmaction - INFO - Epoch [204][140/627] lr: 6.125e-02, eta: 7:37:18, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9426, loss: 1.9426 2020-07-03 11:42:04,780 - mmaction - INFO - Epoch [204][160/627] lr: 6.125e-02, eta: 7:37:02, time: 0.844, data_time: 0.009, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0460, loss: 2.0460 2020-07-03 11:42:21,311 - mmaction - INFO - Epoch [204][180/627] lr: 6.125e-02, eta: 7:36:45, time: 0.828, data_time: 0.006, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 2.0604, loss: 2.0604 2020-07-03 11:42:38,638 - mmaction - INFO - Epoch [204][200/627] lr: 6.125e-02, eta: 7:36:29, time: 0.865, data_time: 0.004, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0411, loss: 2.0411 2020-07-03 11:42:55,415 - mmaction - INFO - Epoch [204][220/627] lr: 6.125e-02, eta: 7:36:12, time: 0.840, data_time: 0.004, memory: 11097, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.2584, loss: 2.2584 2020-07-03 11:43:12,079 - mmaction - INFO - Epoch [204][240/627] lr: 6.125e-02, eta: 7:35:56, time: 0.831, data_time: 0.006, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.9937, loss: 1.9937 2020-07-03 11:43:28,793 - mmaction - INFO - Epoch [204][260/627] lr: 6.125e-02, eta: 7:35:39, time: 0.835, data_time: 0.008, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7125, loss_cls: 2.1749, loss: 2.1749 2020-07-03 11:43:45,404 - mmaction - INFO - Epoch [204][280/627] lr: 6.125e-02, eta: 7:35:23, time: 0.833, data_time: 0.006, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0423, loss: 2.0423 2020-07-03 11:44:02,385 - mmaction - INFO - Epoch [204][300/627] lr: 6.125e-02, eta: 7:35:06, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7878, loss: 1.7878 2020-07-03 11:44:18,873 - mmaction - INFO - Epoch [204][320/627] lr: 6.125e-02, eta: 7:34:50, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0809, loss: 2.0809 2020-07-03 11:44:36,447 - mmaction - INFO - Epoch [204][340/627] lr: 6.125e-02, eta: 7:34:33, time: 0.878, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9619, loss: 1.9619 2020-07-03 11:44:53,795 - mmaction - INFO - Epoch [204][360/627] lr: 6.125e-02, eta: 7:34:17, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8341, loss: 1.8341 2020-07-03 11:45:09,976 - mmaction - INFO - Epoch [204][380/627] lr: 6.125e-02, eta: 7:34:00, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 1.9823, loss: 1.9823 2020-07-03 11:45:27,148 - mmaction - INFO - Epoch [204][400/627] lr: 6.125e-02, eta: 7:33:44, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 2.1164, loss: 2.1164 2020-07-03 11:45:43,784 - mmaction - INFO - Epoch [204][420/627] lr: 6.125e-02, eta: 7:33:28, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.1060, loss: 2.1060 2020-07-03 11:46:00,043 - mmaction - INFO - Epoch [204][440/627] lr: 6.125e-02, eta: 7:33:11, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9970, loss: 1.9970 2020-07-03 11:46:17,198 - mmaction - INFO - Epoch [204][460/627] lr: 6.125e-02, eta: 7:32:55, time: 0.859, data_time: 0.004, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 1.9954, loss: 1.9954 2020-07-03 11:46:34,249 - mmaction - INFO - Epoch [204][480/627] lr: 6.125e-02, eta: 7:32:38, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0537, loss: 2.0537 2020-07-03 11:46:51,040 - mmaction - INFO - Epoch [204][500/627] lr: 6.125e-02, eta: 7:32:22, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.8214, loss: 1.8214 2020-07-03 11:47:08,124 - mmaction - INFO - Epoch [204][520/627] lr: 6.125e-02, eta: 7:32:05, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7312, loss_cls: 2.1106, loss: 2.1106 2020-07-03 11:47:24,784 - mmaction - INFO - Epoch [204][540/627] lr: 6.125e-02, eta: 7:31:49, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1982, loss: 2.1982 2020-07-03 11:47:41,488 - mmaction - INFO - Epoch [204][560/627] lr: 6.125e-02, eta: 7:31:32, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0509, loss: 2.0509 2020-07-03 11:47:58,936 - mmaction - INFO - Epoch [204][580/627] lr: 6.125e-02, eta: 7:31:16, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8213, loss: 1.8213 2020-07-03 11:48:15,615 - mmaction - INFO - Epoch [204][600/627] lr: 6.125e-02, eta: 7:30:59, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8341, loss: 1.8341 2020-07-03 11:48:32,694 - mmaction - INFO - Epoch [204][620/627] lr: 6.125e-02, eta: 7:30:43, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 1.9399, loss: 1.9399 2020-07-03 11:48:37,981 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-07-03 11:49:00,435 - mmaction - INFO - Epoch [205][20/627] lr: 5.904e-02, eta: 7:30:20, time: 1.076, data_time: 0.263, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0318, loss: 2.0318 2020-07-03 11:49:22,236 - mmaction - INFO - Epoch [205][40/627] lr: 5.904e-02, eta: 7:30:06, time: 1.056, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0260, loss: 2.0260 2020-07-03 11:49:42,737 - mmaction - INFO - Epoch [205][60/627] lr: 5.904e-02, eta: 7:29:51, time: 1.059, data_time: 0.095, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1059, loss: 2.1059 2020-07-03 11:50:02,439 - mmaction - INFO - Epoch [205][80/627] lr: 5.904e-02, eta: 7:29:36, time: 0.984, data_time: 0.006, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9259, loss: 1.9259 2020-07-03 11:50:19,741 - mmaction - INFO - Epoch [205][100/627] lr: 5.904e-02, eta: 7:29:20, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1875, loss: 2.1875 2020-07-03 11:50:36,516 - mmaction - INFO - Epoch [205][120/627] lr: 5.904e-02, eta: 7:29:03, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8954, loss: 1.8954 2020-07-03 11:50:52,653 - mmaction - INFO - Epoch [205][140/627] lr: 5.904e-02, eta: 7:28:46, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.1681, loss: 2.1681 2020-07-03 11:51:10,296 - mmaction - INFO - Epoch [205][160/627] lr: 5.904e-02, eta: 7:28:30, time: 0.881, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9357, loss: 1.9357 2020-07-03 11:51:26,618 - mmaction - INFO - Epoch [205][180/627] lr: 5.904e-02, eta: 7:28:14, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.8658, loss: 1.8658 2020-07-03 11:51:43,197 - mmaction - INFO - Epoch [205][200/627] lr: 5.904e-02, eta: 7:27:57, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1185, loss: 2.1185 2020-07-03 11:51:59,856 - mmaction - INFO - Epoch [205][220/627] lr: 5.904e-02, eta: 7:27:40, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0715, loss: 2.0715 2020-07-03 11:52:16,420 - mmaction - INFO - Epoch [205][240/627] lr: 5.904e-02, eta: 7:27:24, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0765, loss: 2.0765 2020-07-03 11:52:33,450 - mmaction - INFO - Epoch [205][260/627] lr: 5.904e-02, eta: 7:27:08, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.1547, loss: 2.1547 2020-07-03 11:52:50,026 - mmaction - INFO - Epoch [205][280/627] lr: 5.904e-02, eta: 7:26:51, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7625, loss_cls: 1.9612, loss: 1.9612 2020-07-03 11:53:07,060 - mmaction - INFO - Epoch [205][300/627] lr: 5.904e-02, eta: 7:26:35, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1184, loss: 2.1184 2020-07-03 11:53:23,406 - mmaction - INFO - Epoch [205][320/627] lr: 5.904e-02, eta: 7:26:18, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0917, loss: 2.0917 2020-07-03 11:53:40,533 - mmaction - INFO - Epoch [205][340/627] lr: 5.904e-02, eta: 7:26:01, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1604, loss: 2.1604 2020-07-03 11:53:56,651 - mmaction - INFO - Epoch [205][360/627] lr: 5.904e-02, eta: 7:25:45, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.8512, loss: 1.8512 2020-07-03 11:54:13,790 - mmaction - INFO - Epoch [205][380/627] lr: 5.904e-02, eta: 7:25:28, time: 0.856, data_time: 0.006, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8302, loss: 1.8302 2020-07-03 11:54:31,246 - mmaction - INFO - Epoch [205][400/627] lr: 5.904e-02, eta: 7:25:12, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.9146, loss: 1.9146 2020-07-03 11:54:47,371 - mmaction - INFO - Epoch [205][420/627] lr: 5.904e-02, eta: 7:24:55, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9132, loss: 1.9132 2020-07-03 11:55:04,071 - mmaction - INFO - Epoch [205][440/627] lr: 5.904e-02, eta: 7:24:39, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8207, loss: 1.8207 2020-07-03 11:55:20,981 - mmaction - INFO - Epoch [205][460/627] lr: 5.904e-02, eta: 7:24:22, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8423, loss: 1.8423 2020-07-03 11:55:37,182 - mmaction - INFO - Epoch [205][480/627] lr: 5.904e-02, eta: 7:24:06, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0432, loss: 2.0432 2020-07-03 11:55:54,087 - mmaction - INFO - Epoch [205][500/627] lr: 5.904e-02, eta: 7:23:49, time: 0.847, data_time: 0.011, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0875, loss: 2.0875 2020-07-03 11:56:11,618 - mmaction - INFO - Epoch [205][520/627] lr: 5.904e-02, eta: 7:23:33, time: 0.876, data_time: 0.001, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9278, loss: 1.9278 2020-07-03 11:56:28,208 - mmaction - INFO - Epoch [205][540/627] lr: 5.904e-02, eta: 7:23:16, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 1.9536, loss: 1.9536 2020-07-03 11:56:45,049 - mmaction - INFO - Epoch [205][560/627] lr: 5.904e-02, eta: 7:23:00, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9046, loss: 1.9046 2020-07-03 11:57:02,263 - mmaction - INFO - Epoch [205][580/627] lr: 5.904e-02, eta: 7:22:44, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.1012, loss: 2.1012 2020-07-03 11:57:19,527 - mmaction - INFO - Epoch [205][600/627] lr: 5.904e-02, eta: 7:22:27, time: 0.865, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.8401, loss: 1.8401 2020-07-03 11:57:36,104 - mmaction - INFO - Epoch [205][620/627] lr: 5.904e-02, eta: 7:22:11, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7741, loss: 1.7741 2020-07-03 11:58:04,381 - mmaction - INFO - Epoch [206][20/627] lr: 5.686e-02, eta: 7:21:49, time: 1.148, data_time: 0.297, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.9384, loss: 1.9384 2020-07-03 11:58:21,783 - mmaction - INFO - Epoch [206][40/627] lr: 5.686e-02, eta: 7:21:32, time: 0.870, data_time: 0.003, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.8717, loss: 1.8717 2020-07-03 11:58:39,317 - mmaction - INFO - Epoch [206][60/627] lr: 5.686e-02, eta: 7:21:16, time: 0.874, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.1024, loss: 2.1024 2020-07-03 11:58:56,165 - mmaction - INFO - Epoch [206][80/627] lr: 5.686e-02, eta: 7:21:00, time: 0.844, data_time: 0.004, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0718, loss: 2.0718 2020-07-03 11:59:12,507 - mmaction - INFO - Epoch [206][100/627] lr: 5.686e-02, eta: 7:20:43, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7984, loss: 1.7984 2020-07-03 11:59:29,263 - mmaction - INFO - Epoch [206][120/627] lr: 5.686e-02, eta: 7:20:26, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0241, loss: 2.0241 2020-07-03 11:59:46,078 - mmaction - INFO - Epoch [206][140/627] lr: 5.686e-02, eta: 7:20:10, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9110, loss: 1.9110 2020-07-03 12:00:03,297 - mmaction - INFO - Epoch [206][160/627] lr: 5.686e-02, eta: 7:19:53, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8970, loss: 1.8970 2020-07-03 12:00:28,952 - mmaction - INFO - Epoch [206][180/627] lr: 5.686e-02, eta: 7:19:41, time: 1.296, data_time: 0.028, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0891, loss: 2.0891 2020-07-03 12:00:46,994 - mmaction - INFO - Epoch [206][200/627] lr: 5.686e-02, eta: 7:19:25, time: 0.901, data_time: 0.019, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0640, loss: 2.0640 2020-07-03 12:01:04,192 - mmaction - INFO - Epoch [206][220/627] lr: 5.686e-02, eta: 7:19:09, time: 0.866, data_time: 0.008, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7250, loss_cls: 2.1151, loss: 2.1151 2020-07-03 12:01:20,380 - mmaction - INFO - Epoch [206][240/627] lr: 5.686e-02, eta: 7:18:52, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1592, loss: 2.1592 2020-07-03 12:01:37,873 - mmaction - INFO - Epoch [206][260/627] lr: 5.686e-02, eta: 7:18:36, time: 0.875, data_time: 0.004, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7727, loss: 1.7727 2020-07-03 12:01:54,800 - mmaction - INFO - Epoch [206][280/627] lr: 5.686e-02, eta: 7:18:19, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7719, loss_cls: 1.8730, loss: 1.8730 2020-07-03 12:02:11,501 - mmaction - INFO - Epoch [206][300/627] lr: 5.686e-02, eta: 7:18:03, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.8883, loss: 1.8883 2020-07-03 12:02:28,449 - mmaction - INFO - Epoch [206][320/627] lr: 5.686e-02, eta: 7:17:46, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.7202, loss: 1.7202 2020-07-03 12:02:45,340 - mmaction - INFO - Epoch [206][340/627] lr: 5.686e-02, eta: 7:17:30, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7750, loss_cls: 1.8561, loss: 1.8561 2020-07-03 12:03:01,938 - mmaction - INFO - Epoch [206][360/627] lr: 5.686e-02, eta: 7:17:13, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9688, loss: 1.9688 2020-07-03 12:03:19,066 - mmaction - INFO - Epoch [206][380/627] lr: 5.686e-02, eta: 7:16:57, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8955, loss: 1.8955 2020-07-03 12:03:35,674 - mmaction - INFO - Epoch [206][400/627] lr: 5.686e-02, eta: 7:16:40, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9649, loss: 1.9649 2020-07-03 12:03:52,922 - mmaction - INFO - Epoch [206][420/627] lr: 5.686e-02, eta: 7:16:24, time: 0.862, data_time: 0.001, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8683, loss: 1.8683 2020-07-03 12:04:09,764 - mmaction - INFO - Epoch [206][440/627] lr: 5.686e-02, eta: 7:16:07, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7438, loss_cls: 2.0790, loss: 2.0790 2020-07-03 12:04:27,261 - mmaction - INFO - Epoch [206][460/627] lr: 5.686e-02, eta: 7:15:51, time: 0.875, data_time: 0.003, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7562, loss_cls: 1.9438, loss: 1.9438 2020-07-03 12:04:44,283 - mmaction - INFO - Epoch [206][480/627] lr: 5.686e-02, eta: 7:15:35, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0161, loss: 2.0161 2020-07-03 12:05:00,993 - mmaction - INFO - Epoch [206][500/627] lr: 5.686e-02, eta: 7:15:18, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9779, loss: 1.9779 2020-07-03 12:05:17,687 - mmaction - INFO - Epoch [206][520/627] lr: 5.686e-02, eta: 7:15:02, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0754, loss: 2.0754 2020-07-03 12:05:35,063 - mmaction - INFO - Epoch [206][540/627] lr: 5.686e-02, eta: 7:14:45, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9184, loss: 1.9184 2020-07-03 12:05:51,668 - mmaction - INFO - Epoch [206][560/627] lr: 5.686e-02, eta: 7:14:29, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1666, loss: 2.1666 2020-07-03 12:06:08,821 - mmaction - INFO - Epoch [206][580/627] lr: 5.686e-02, eta: 7:14:12, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8015, loss: 1.8015 2020-07-03 12:06:25,573 - mmaction - INFO - Epoch [206][600/627] lr: 5.686e-02, eta: 7:13:56, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 2.0891, loss: 2.0891 2020-07-03 12:06:42,149 - mmaction - INFO - Epoch [206][620/627] lr: 5.686e-02, eta: 7:13:39, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.1307, loss: 2.1307 2020-07-03 12:07:12,488 - mmaction - INFO - Epoch [207][20/627] lr: 5.472e-02, eta: 7:13:18, time: 1.250, data_time: 0.433, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8563, loss: 1.8563 2020-07-03 12:07:29,799 - mmaction - INFO - Epoch [207][40/627] lr: 5.472e-02, eta: 7:13:02, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0130, loss: 2.0130 2020-07-03 12:07:47,298 - mmaction - INFO - Epoch [207][60/627] lr: 5.472e-02, eta: 7:12:45, time: 0.876, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7688, loss_cls: 1.8003, loss: 1.8003 2020-07-03 12:08:04,094 - mmaction - INFO - Epoch [207][80/627] lr: 5.472e-02, eta: 7:12:29, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 2.0475, loss: 2.0475 2020-07-03 12:08:20,711 - mmaction - INFO - Epoch [207][100/627] lr: 5.472e-02, eta: 7:12:12, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7469, loss_cls: 2.0251, loss: 2.0251 2020-07-03 12:08:37,445 - mmaction - INFO - Epoch [207][120/627] lr: 5.472e-02, eta: 7:11:56, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7625, loss_cls: 1.8963, loss: 1.8963 2020-07-03 12:08:54,569 - mmaction - INFO - Epoch [207][140/627] lr: 5.472e-02, eta: 7:11:39, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.0096, loss: 2.0096 2020-07-03 12:09:11,689 - mmaction - INFO - Epoch [207][160/627] lr: 5.472e-02, eta: 7:11:23, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7188, loss_cls: 2.1264, loss: 2.1264 2020-07-03 12:09:29,317 - mmaction - INFO - Epoch [207][180/627] lr: 5.472e-02, eta: 7:11:07, time: 0.883, data_time: 0.003, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0087, loss: 2.0087 2020-07-03 12:09:45,982 - mmaction - INFO - Epoch [207][200/627] lr: 5.472e-02, eta: 7:10:50, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.8849, loss: 1.8849 2020-07-03 12:10:02,867 - mmaction - INFO - Epoch [207][220/627] lr: 5.472e-02, eta: 7:10:34, time: 0.846, data_time: 0.004, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9136, loss: 1.9136 2020-07-03 12:10:19,617 - mmaction - INFO - Epoch [207][240/627] lr: 5.472e-02, eta: 7:10:17, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1602, loss: 2.1602 2020-07-03 12:10:36,608 - mmaction - INFO - Epoch [207][260/627] lr: 5.472e-02, eta: 7:10:01, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.8949, loss: 1.8949 2020-07-03 12:10:54,377 - mmaction - INFO - Epoch [207][280/627] lr: 5.472e-02, eta: 7:09:45, time: 0.888, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.8180, loss: 1.8180 2020-07-03 12:11:11,298 - mmaction - INFO - Epoch [207][300/627] lr: 5.472e-02, eta: 7:09:28, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3374, loss: 2.3374 2020-07-03 12:11:27,805 - mmaction - INFO - Epoch [207][320/627] lr: 5.472e-02, eta: 7:09:12, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9614, loss: 1.9614 2020-07-03 12:11:44,727 - mmaction - INFO - Epoch [207][340/627] lr: 5.472e-02, eta: 7:08:55, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8014, loss: 1.8014 2020-07-03 12:12:02,464 - mmaction - INFO - Epoch [207][360/627] lr: 5.472e-02, eta: 7:08:39, time: 0.887, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7531, loss_cls: 1.9671, loss: 1.9671 2020-07-03 12:12:19,521 - mmaction - INFO - Epoch [207][380/627] lr: 5.472e-02, eta: 7:08:23, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7688, loss_cls: 1.9080, loss: 1.9080 2020-07-03 12:12:36,538 - mmaction - INFO - Epoch [207][400/627] lr: 5.472e-02, eta: 7:08:06, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9297, loss: 1.9297 2020-07-03 12:12:53,984 - mmaction - INFO - Epoch [207][420/627] lr: 5.472e-02, eta: 7:07:50, time: 0.873, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9291, loss: 1.9291 2020-07-03 12:13:11,365 - mmaction - INFO - Epoch [207][440/627] lr: 5.472e-02, eta: 7:07:34, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9559, loss: 1.9559 2020-07-03 12:13:28,595 - mmaction - INFO - Epoch [207][460/627] lr: 5.472e-02, eta: 7:07:17, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.1009, loss: 2.1009 2020-07-03 12:13:44,643 - mmaction - INFO - Epoch [207][480/627] lr: 5.472e-02, eta: 7:07:01, time: 0.802, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9512, loss: 1.9512 2020-07-03 12:14:02,825 - mmaction - INFO - Epoch [207][500/627] lr: 5.472e-02, eta: 7:06:45, time: 0.907, data_time: 0.003, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7656, loss_cls: 1.8567, loss: 1.8567 2020-07-03 12:14:19,706 - mmaction - INFO - Epoch [207][520/627] lr: 5.472e-02, eta: 7:06:28, time: 0.846, data_time: 0.004, memory: 11097, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.8517, loss: 1.8517 2020-07-03 12:14:35,936 - mmaction - INFO - Epoch [207][540/627] lr: 5.472e-02, eta: 7:06:11, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0007, loss: 2.0007 2020-07-03 12:14:52,666 - mmaction - INFO - Epoch [207][560/627] lr: 5.472e-02, eta: 7:05:55, time: 0.836, data_time: 0.001, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9742, loss: 1.9742 2020-07-03 12:15:09,823 - mmaction - INFO - Epoch [207][580/627] lr: 5.472e-02, eta: 7:05:39, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9773, loss: 1.9773 2020-07-03 12:15:27,158 - mmaction - INFO - Epoch [207][600/627] lr: 5.472e-02, eta: 7:05:22, time: 0.864, data_time: 0.001, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7406, loss_cls: 1.9816, loss: 1.9816 2020-07-03 12:15:43,912 - mmaction - INFO - Epoch [207][620/627] lr: 5.472e-02, eta: 7:05:06, time: 0.840, data_time: 0.004, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0863, loss: 2.0863 2020-07-03 12:16:11,836 - mmaction - INFO - Epoch [208][20/627] lr: 5.262e-02, eta: 7:04:43, time: 1.129, data_time: 0.322, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.7124, loss: 1.7124 2020-07-03 12:16:29,194 - mmaction - INFO - Epoch [208][40/627] lr: 5.262e-02, eta: 7:04:27, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8679, loss: 1.8679 2020-07-03 12:16:45,766 - mmaction - INFO - Epoch [208][60/627] lr: 5.262e-02, eta: 7:04:10, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7438, loss_cls: 2.0600, loss: 2.0600 2020-07-03 12:17:02,867 - mmaction - INFO - Epoch [208][80/627] lr: 5.262e-02, eta: 7:03:54, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9602, loss: 1.9602 2020-07-03 12:17:19,476 - mmaction - INFO - Epoch [208][100/627] lr: 5.262e-02, eta: 7:03:37, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0305, loss: 2.0305 2020-07-03 12:17:37,132 - mmaction - INFO - Epoch [208][120/627] lr: 5.262e-02, eta: 7:03:21, time: 0.883, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.0494, loss: 2.0494 2020-07-03 12:17:53,908 - mmaction - INFO - Epoch [208][140/627] lr: 5.262e-02, eta: 7:03:05, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.9779, loss: 1.9779 2020-07-03 12:18:10,909 - mmaction - INFO - Epoch [208][160/627] lr: 5.262e-02, eta: 7:02:48, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 1.9769, loss: 1.9769 2020-07-03 12:18:27,978 - mmaction - INFO - Epoch [208][180/627] lr: 5.262e-02, eta: 7:02:32, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0466, loss: 2.0466 2020-07-03 12:18:45,132 - mmaction - INFO - Epoch [208][200/627] lr: 5.262e-02, eta: 7:02:15, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.8390, loss: 1.8390 2020-07-03 12:19:01,226 - mmaction - INFO - Epoch [208][220/627] lr: 5.262e-02, eta: 7:01:59, time: 0.807, data_time: 0.005, memory: 11097, top1_acc: 0.5406, top5_acc: 0.8000, loss_cls: 1.9067, loss: 1.9067 2020-07-03 12:19:18,263 - mmaction - INFO - Epoch [208][240/627] lr: 5.262e-02, eta: 7:01:42, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7250, loss_cls: 2.0846, loss: 2.0846 2020-07-03 12:19:35,127 - mmaction - INFO - Epoch [208][260/627] lr: 5.262e-02, eta: 7:01:26, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1371, loss: 2.1371 2020-07-03 12:19:51,962 - mmaction - INFO - Epoch [208][280/627] lr: 5.262e-02, eta: 7:01:09, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8558, loss: 1.8558 2020-07-03 12:20:14,427 - mmaction - INFO - Epoch [208][300/627] lr: 5.262e-02, eta: 7:00:55, time: 1.123, data_time: 0.044, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0148, loss: 2.0148 2020-07-03 12:20:30,981 - mmaction - INFO - Epoch [208][320/627] lr: 5.262e-02, eta: 7:00:38, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8903, loss: 1.8903 2020-07-03 12:20:47,264 - mmaction - INFO - Epoch [208][340/627] lr: 5.262e-02, eta: 7:00:22, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9156, loss: 1.9156 2020-07-03 12:21:03,369 - mmaction - INFO - Epoch [208][360/627] lr: 5.262e-02, eta: 7:00:05, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9888, loss: 1.9888 2020-07-03 12:21:22,546 - mmaction - INFO - Epoch [208][380/627] lr: 5.262e-02, eta: 6:59:49, time: 0.958, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0324, loss: 2.0324 2020-07-03 12:21:39,351 - mmaction - INFO - Epoch [208][400/627] lr: 5.262e-02, eta: 6:59:33, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7719, loss_cls: 1.8862, loss: 1.8862 2020-07-03 12:21:55,988 - mmaction - INFO - Epoch [208][420/627] lr: 5.262e-02, eta: 6:59:16, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6569, loss: 1.6569 2020-07-03 12:22:12,638 - mmaction - INFO - Epoch [208][440/627] lr: 5.262e-02, eta: 6:59:00, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.8758, loss: 1.8758 2020-07-03 12:22:30,209 - mmaction - INFO - Epoch [208][460/627] lr: 5.262e-02, eta: 6:58:43, time: 0.879, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8471, loss: 1.8471 2020-07-03 12:22:46,850 - mmaction - INFO - Epoch [208][480/627] lr: 5.262e-02, eta: 6:58:27, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7863, loss: 1.7863 2020-07-03 12:23:03,862 - mmaction - INFO - Epoch [208][500/627] lr: 5.262e-02, eta: 6:58:10, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9355, loss: 1.9355 2020-07-03 12:23:21,689 - mmaction - INFO - Epoch [208][520/627] lr: 5.262e-02, eta: 6:57:54, time: 0.892, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9408, loss: 1.9408 2020-07-03 12:23:45,607 - mmaction - INFO - Epoch [208][540/627] lr: 5.262e-02, eta: 6:57:41, time: 1.194, data_time: 0.018, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8078, loss: 1.8078 2020-07-03 12:24:02,518 - mmaction - INFO - Epoch [208][560/627] lr: 5.262e-02, eta: 6:57:24, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0421, loss: 2.0421 2020-07-03 12:24:19,299 - mmaction - INFO - Epoch [208][580/627] lr: 5.262e-02, eta: 6:57:08, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7125, loss_cls: 2.1032, loss: 2.1032 2020-07-03 12:24:36,423 - mmaction - INFO - Epoch [208][600/627] lr: 5.262e-02, eta: 6:56:51, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1496, loss: 2.1496 2020-07-03 12:24:52,607 - mmaction - INFO - Epoch [208][620/627] lr: 5.262e-02, eta: 6:56:34, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9985, loss: 1.9985 2020-07-03 12:24:57,882 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-07-03 12:25:20,545 - mmaction - INFO - Epoch [209][20/627] lr: 5.056e-02, eta: 6:56:12, time: 1.085, data_time: 0.270, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 2.0194, loss: 2.0194 2020-07-03 12:25:37,395 - mmaction - INFO - Epoch [209][40/627] lr: 5.056e-02, eta: 6:55:55, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 2.0462, loss: 2.0462 2020-07-03 12:25:54,556 - mmaction - INFO - Epoch [209][60/627] lr: 5.056e-02, eta: 6:55:39, time: 0.853, data_time: 0.004, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7750, loss_cls: 1.7220, loss: 1.7220 2020-07-03 12:26:10,715 - mmaction - INFO - Epoch [209][80/627] lr: 5.056e-02, eta: 6:55:22, time: 0.813, data_time: 0.009, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9862, loss: 1.9862 2020-07-03 12:26:28,148 - mmaction - INFO - Epoch [209][100/627] lr: 5.056e-02, eta: 6:55:06, time: 0.872, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.8439, loss: 1.8439 2020-07-03 12:26:44,500 - mmaction - INFO - Epoch [209][120/627] lr: 5.056e-02, eta: 6:54:49, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9505, loss: 1.9505 2020-07-03 12:27:01,410 - mmaction - INFO - Epoch [209][140/627] lr: 5.056e-02, eta: 6:54:33, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.7494, loss: 1.7494 2020-07-03 12:27:18,314 - mmaction - INFO - Epoch [209][160/627] lr: 5.056e-02, eta: 6:54:16, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7625, loss_cls: 1.8979, loss: 1.8979 2020-07-03 12:27:35,330 - mmaction - INFO - Epoch [209][180/627] lr: 5.056e-02, eta: 6:54:00, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0192, loss: 2.0192 2020-07-03 12:27:52,945 - mmaction - INFO - Epoch [209][200/627] lr: 5.056e-02, eta: 6:53:43, time: 0.881, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8726, loss: 1.8726 2020-07-03 12:28:10,063 - mmaction - INFO - Epoch [209][220/627] lr: 5.056e-02, eta: 6:53:27, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8924, loss: 1.8924 2020-07-03 12:28:27,111 - mmaction - INFO - Epoch [209][240/627] lr: 5.056e-02, eta: 6:53:11, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8372, loss: 1.8372 2020-07-03 12:28:43,228 - mmaction - INFO - Epoch [209][260/627] lr: 5.056e-02, eta: 6:52:54, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.8098, loss: 1.8098 2020-07-03 12:29:00,641 - mmaction - INFO - Epoch [209][280/627] lr: 5.056e-02, eta: 6:52:37, time: 0.871, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8633, loss: 1.8633 2020-07-03 12:29:17,251 - mmaction - INFO - Epoch [209][300/627] lr: 5.056e-02, eta: 6:52:21, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.8472, loss: 1.8472 2020-07-03 12:29:33,828 - mmaction - INFO - Epoch [209][320/627] lr: 5.056e-02, eta: 6:52:04, time: 0.829, data_time: 0.006, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 2.0197, loss: 2.0197 2020-07-03 12:29:50,417 - mmaction - INFO - Epoch [209][340/627] lr: 5.056e-02, eta: 6:51:48, time: 0.830, data_time: 0.005, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 1.9911, loss: 1.9911 2020-07-03 12:30:07,471 - mmaction - INFO - Epoch [209][360/627] lr: 5.056e-02, eta: 6:51:31, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7937, loss: 1.7937 2020-07-03 12:30:24,088 - mmaction - INFO - Epoch [209][380/627] lr: 5.056e-02, eta: 6:51:15, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7375, loss_cls: 2.0827, loss: 2.0827 2020-07-03 12:30:41,119 - mmaction - INFO - Epoch [209][400/627] lr: 5.056e-02, eta: 6:50:58, time: 0.851, data_time: 0.004, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7625, loss_cls: 1.9012, loss: 1.9012 2020-07-03 12:30:58,199 - mmaction - INFO - Epoch [209][420/627] lr: 5.056e-02, eta: 6:50:42, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0003, loss: 2.0003 2020-07-03 12:31:15,235 - mmaction - INFO - Epoch [209][440/627] lr: 5.056e-02, eta: 6:50:25, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8219, loss_cls: 1.7768, loss: 1.7768 2020-07-03 12:31:32,294 - mmaction - INFO - Epoch [209][460/627] lr: 5.056e-02, eta: 6:50:09, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8716, loss: 1.8716 2020-07-03 12:31:49,248 - mmaction - INFO - Epoch [209][480/627] lr: 5.056e-02, eta: 6:49:52, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0824, loss: 2.0824 2020-07-03 12:32:06,537 - mmaction - INFO - Epoch [209][500/627] lr: 5.056e-02, eta: 6:49:36, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 2.0018, loss: 2.0018 2020-07-03 12:32:23,538 - mmaction - INFO - Epoch [209][520/627] lr: 5.056e-02, eta: 6:49:20, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.1208, loss: 2.1208 2020-07-03 12:32:39,955 - mmaction - INFO - Epoch [209][540/627] lr: 5.056e-02, eta: 6:49:03, time: 0.822, data_time: 0.004, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.1521, loss: 2.1521 2020-07-03 12:32:56,534 - mmaction - INFO - Epoch [209][560/627] lr: 5.056e-02, eta: 6:48:46, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1431, loss: 2.1431 2020-07-03 12:33:13,417 - mmaction - INFO - Epoch [209][580/627] lr: 5.056e-02, eta: 6:48:30, time: 0.846, data_time: 0.004, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.7445, loss: 1.7445 2020-07-03 12:33:30,310 - mmaction - INFO - Epoch [209][600/627] lr: 5.056e-02, eta: 6:48:13, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 1.9387, loss: 1.9387 2020-07-03 12:33:46,753 - mmaction - INFO - Epoch [209][620/627] lr: 5.056e-02, eta: 6:47:57, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.7736, loss: 1.7736 2020-07-03 12:34:15,076 - mmaction - INFO - Epoch [210][20/627] lr: 4.853e-02, eta: 6:47:34, time: 1.151, data_time: 0.318, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7388, loss: 1.7388 2020-07-03 12:34:31,261 - mmaction - INFO - Epoch [210][40/627] lr: 4.853e-02, eta: 6:47:18, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.7906, loss_cls: 1.8025, loss: 1.8025 2020-07-03 12:34:48,464 - mmaction - INFO - Epoch [210][60/627] lr: 4.853e-02, eta: 6:47:01, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7812, loss_cls: 1.7989, loss: 1.7989 2020-07-03 12:35:05,071 - mmaction - INFO - Epoch [210][80/627] lr: 4.853e-02, eta: 6:46:45, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.7906, loss_cls: 1.8326, loss: 1.8326 2020-07-03 12:35:22,261 - mmaction - INFO - Epoch [210][100/627] lr: 4.853e-02, eta: 6:46:28, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 1.9417, loss: 1.9417 2020-07-03 12:35:38,957 - mmaction - INFO - Epoch [210][120/627] lr: 4.853e-02, eta: 6:46:12, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.8036, loss: 1.8036 2020-07-03 12:35:55,805 - mmaction - INFO - Epoch [210][140/627] lr: 4.853e-02, eta: 6:45:55, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 1.9510, loss: 1.9510 2020-07-03 12:36:12,262 - mmaction - INFO - Epoch [210][160/627] lr: 4.853e-02, eta: 6:45:39, time: 0.823, data_time: 0.001, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 2.0381, loss: 2.0381 2020-07-03 12:36:29,647 - mmaction - INFO - Epoch [210][180/627] lr: 4.853e-02, eta: 6:45:22, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9709, loss: 1.9709 2020-07-03 12:36:45,934 - mmaction - INFO - Epoch [210][200/627] lr: 4.853e-02, eta: 6:45:06, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0270, loss: 2.0270 2020-07-03 12:37:03,101 - mmaction - INFO - Epoch [210][220/627] lr: 4.853e-02, eta: 6:44:49, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9552, loss: 1.9552 2020-07-03 12:37:20,536 - mmaction - INFO - Epoch [210][240/627] lr: 4.853e-02, eta: 6:44:33, time: 0.872, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.8009, loss: 1.8009 2020-07-03 12:37:37,603 - mmaction - INFO - Epoch [210][260/627] lr: 4.853e-02, eta: 6:44:16, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8154, loss: 1.8154 2020-07-03 12:37:54,737 - mmaction - INFO - Epoch [210][280/627] lr: 4.853e-02, eta: 6:44:00, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 1.9346, loss: 1.9346 2020-07-03 12:38:11,923 - mmaction - INFO - Epoch [210][300/627] lr: 4.853e-02, eta: 6:43:44, time: 0.862, data_time: 0.004, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0731, loss: 2.0731 2020-07-03 12:38:29,073 - mmaction - INFO - Epoch [210][320/627] lr: 4.853e-02, eta: 6:43:27, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0978, loss: 2.0978 2020-07-03 12:38:46,090 - mmaction - INFO - Epoch [210][340/627] lr: 4.853e-02, eta: 6:43:11, time: 0.850, data_time: 0.010, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 1.8916, loss: 1.8916 2020-07-03 12:39:02,565 - mmaction - INFO - Epoch [210][360/627] lr: 4.853e-02, eta: 6:42:54, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.6790, loss: 1.6790 2020-07-03 12:39:19,660 - mmaction - INFO - Epoch [210][380/627] lr: 4.853e-02, eta: 6:42:38, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.5094, top5_acc: 0.8125, loss_cls: 1.9714, loss: 1.9714 2020-07-03 12:39:36,740 - mmaction - INFO - Epoch [210][400/627] lr: 4.853e-02, eta: 6:42:21, time: 0.855, data_time: 0.004, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 1.9696, loss: 1.9696 2020-07-03 12:39:53,056 - mmaction - INFO - Epoch [210][420/627] lr: 4.853e-02, eta: 6:42:05, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.8907, loss: 1.8907 2020-07-03 12:40:09,966 - mmaction - INFO - Epoch [210][440/627] lr: 4.853e-02, eta: 6:41:48, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7781, loss_cls: 1.8842, loss: 1.8842 2020-07-03 12:40:26,924 - mmaction - INFO - Epoch [210][460/627] lr: 4.853e-02, eta: 6:41:32, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.9351, loss: 1.9351 2020-07-03 12:40:44,031 - mmaction - INFO - Epoch [210][480/627] lr: 4.853e-02, eta: 6:41:15, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0704, loss: 2.0704 2020-07-03 12:41:01,150 - mmaction - INFO - Epoch [210][500/627] lr: 4.853e-02, eta: 6:40:59, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.9236, loss: 1.9236 2020-07-03 12:41:18,125 - mmaction - INFO - Epoch [210][520/627] lr: 4.853e-02, eta: 6:40:42, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8380, loss: 1.8380 2020-07-03 12:41:34,696 - mmaction - INFO - Epoch [210][540/627] lr: 4.853e-02, eta: 6:40:26, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8929, loss: 1.8929 2020-07-03 12:41:51,969 - mmaction - INFO - Epoch [210][560/627] lr: 4.853e-02, eta: 6:40:09, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9678, loss: 1.9678 2020-07-03 12:42:08,544 - mmaction - INFO - Epoch [210][580/627] lr: 4.853e-02, eta: 6:39:53, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9495, loss: 1.9495 2020-07-03 12:42:25,382 - mmaction - INFO - Epoch [210][600/627] lr: 4.853e-02, eta: 6:39:36, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0287, loss: 2.0287 2020-07-03 12:42:42,957 - mmaction - INFO - Epoch [210][620/627] lr: 4.853e-02, eta: 6:39:20, time: 0.879, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.7658, loss: 1.7658 2020-07-03 12:43:11,326 - mmaction - INFO - Epoch [211][20/627] lr: 4.654e-02, eta: 6:38:58, time: 1.155, data_time: 0.306, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9642, loss: 1.9642 2020-07-03 12:43:28,795 - mmaction - INFO - Epoch [211][40/627] lr: 4.654e-02, eta: 6:38:41, time: 0.873, data_time: 0.006, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.8871, loss: 1.8871 2020-07-03 12:43:45,832 - mmaction - INFO - Epoch [211][60/627] lr: 4.654e-02, eta: 6:38:25, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0931, loss: 2.0931 2020-07-03 12:44:03,225 - mmaction - INFO - Epoch [211][80/627] lr: 4.654e-02, eta: 6:38:09, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7250, loss_cls: 2.0178, loss: 2.0178 2020-07-03 12:44:19,964 - mmaction - INFO - Epoch [211][100/627] lr: 4.654e-02, eta: 6:37:52, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8095, loss: 1.8095 2020-07-03 12:44:36,622 - mmaction - INFO - Epoch [211][120/627] lr: 4.654e-02, eta: 6:37:35, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7406, loss_cls: 2.0137, loss: 2.0137 2020-07-03 12:44:53,083 - mmaction - INFO - Epoch [211][140/627] lr: 4.654e-02, eta: 6:37:19, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6054, loss: 1.6054 2020-07-03 12:45:10,120 - mmaction - INFO - Epoch [211][160/627] lr: 4.654e-02, eta: 6:37:02, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.9017, loss: 1.9017 2020-07-03 12:45:27,836 - mmaction - INFO - Epoch [211][180/627] lr: 4.654e-02, eta: 6:36:46, time: 0.887, data_time: 0.002, memory: 11097, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1038, loss: 2.1038 2020-07-03 12:45:44,427 - mmaction - INFO - Epoch [211][200/627] lr: 4.654e-02, eta: 6:36:30, time: 0.827, data_time: 0.001, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9943, loss: 1.9943 2020-07-03 12:46:01,360 - mmaction - INFO - Epoch [211][220/627] lr: 4.654e-02, eta: 6:36:13, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0601, loss: 2.0601 2020-07-03 12:46:18,128 - mmaction - INFO - Epoch [211][240/627] lr: 4.654e-02, eta: 6:35:56, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.8679, loss: 1.8679 2020-07-03 12:46:34,798 - mmaction - INFO - Epoch [211][260/627] lr: 4.654e-02, eta: 6:35:40, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8840, loss: 1.8840 2020-07-03 12:46:51,008 - mmaction - INFO - Epoch [211][280/627] lr: 4.654e-02, eta: 6:35:23, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8615, loss: 1.8615 2020-07-03 12:47:07,419 - mmaction - INFO - Epoch [211][300/627] lr: 4.654e-02, eta: 6:35:06, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7625, loss_cls: 1.8489, loss: 1.8489 2020-07-03 12:47:24,040 - mmaction - INFO - Epoch [211][320/627] lr: 4.654e-02, eta: 6:34:50, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9492, loss: 1.9492 2020-07-03 12:47:51,698 - mmaction - INFO - Epoch [211][340/627] lr: 4.654e-02, eta: 6:34:37, time: 1.383, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9234, loss: 1.9234 2020-07-03 12:48:08,288 - mmaction - INFO - Epoch [211][360/627] lr: 4.654e-02, eta: 6:34:21, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8409, loss: 1.8409 2020-07-03 12:48:24,491 - mmaction - INFO - Epoch [211][380/627] lr: 4.654e-02, eta: 6:34:04, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.6345, loss: 1.6345 2020-07-03 12:48:41,849 - mmaction - INFO - Epoch [211][400/627] lr: 4.654e-02, eta: 6:33:48, time: 0.871, data_time: 0.005, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9393, loss: 1.9393 2020-07-03 12:48:58,845 - mmaction - INFO - Epoch [211][420/627] lr: 4.654e-02, eta: 6:33:31, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8761, loss: 1.8761 2020-07-03 12:49:14,916 - mmaction - INFO - Epoch [211][440/627] lr: 4.654e-02, eta: 6:33:14, time: 0.804, data_time: 0.003, memory: 11097, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9019, loss: 1.9019 2020-07-03 12:49:32,418 - mmaction - INFO - Epoch [211][460/627] lr: 4.654e-02, eta: 6:32:58, time: 0.875, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9391, loss: 1.9391 2020-07-03 12:49:48,806 - mmaction - INFO - Epoch [211][480/627] lr: 4.654e-02, eta: 6:32:41, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0135, loss: 2.0135 2020-07-03 12:50:05,776 - mmaction - INFO - Epoch [211][500/627] lr: 4.654e-02, eta: 6:32:25, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.9017, loss: 1.9017 2020-07-03 12:50:22,884 - mmaction - INFO - Epoch [211][520/627] lr: 4.654e-02, eta: 6:32:08, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 1.9829, loss: 1.9829 2020-07-03 12:50:40,729 - mmaction - INFO - Epoch [211][540/627] lr: 4.654e-02, eta: 6:31:52, time: 0.892, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.8300, loss: 1.8300 2020-07-03 12:50:57,171 - mmaction - INFO - Epoch [211][560/627] lr: 4.654e-02, eta: 6:31:36, time: 0.821, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8796, loss: 1.8796 2020-07-03 12:51:14,219 - mmaction - INFO - Epoch [211][580/627] lr: 4.654e-02, eta: 6:31:19, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7790, loss: 1.7790 2020-07-03 12:51:31,346 - mmaction - INFO - Epoch [211][600/627] lr: 4.654e-02, eta: 6:31:03, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 1.9946, loss: 1.9946 2020-07-03 12:51:48,186 - mmaction - INFO - Epoch [211][620/627] lr: 4.654e-02, eta: 6:30:46, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8168, loss: 1.8168 2020-07-03 12:52:16,111 - mmaction - INFO - Epoch [212][20/627] lr: 4.459e-02, eta: 6:30:24, time: 1.130, data_time: 0.317, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9069, loss: 1.9069 2020-07-03 12:52:34,263 - mmaction - INFO - Epoch [212][40/627] lr: 4.459e-02, eta: 6:30:08, time: 0.906, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.7921, loss: 1.7921 2020-07-03 12:52:50,673 - mmaction - INFO - Epoch [212][60/627] lr: 4.459e-02, eta: 6:29:51, time: 0.821, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0509, loss: 2.0509 2020-07-03 12:53:08,470 - mmaction - INFO - Epoch [212][80/627] lr: 4.459e-02, eta: 6:29:35, time: 0.890, data_time: 0.003, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8342, loss: 1.8342 2020-07-03 12:53:25,549 - mmaction - INFO - Epoch [212][100/627] lr: 4.459e-02, eta: 6:29:18, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.7311, loss: 1.7311 2020-07-03 12:53:42,653 - mmaction - INFO - Epoch [212][120/627] lr: 4.459e-02, eta: 6:29:02, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9736, loss: 1.9736 2020-07-03 12:54:00,078 - mmaction - INFO - Epoch [212][140/627] lr: 4.459e-02, eta: 6:28:46, time: 0.875, data_time: 0.005, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.1302, loss: 2.1302 2020-07-03 12:54:17,080 - mmaction - INFO - Epoch [212][160/627] lr: 4.459e-02, eta: 6:28:29, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8414, loss: 1.8414 2020-07-03 12:54:34,092 - mmaction - INFO - Epoch [212][180/627] lr: 4.459e-02, eta: 6:28:13, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9413, loss: 1.9413 2020-07-03 12:54:51,380 - mmaction - INFO - Epoch [212][200/627] lr: 4.459e-02, eta: 6:27:56, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7781, loss_cls: 1.9075, loss: 1.9075 2020-07-03 12:55:08,397 - mmaction - INFO - Epoch [212][220/627] lr: 4.459e-02, eta: 6:27:40, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9580, loss: 1.9580 2020-07-03 12:55:25,383 - mmaction - INFO - Epoch [212][240/627] lr: 4.459e-02, eta: 6:27:23, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.6188, top5_acc: 0.7906, loss_cls: 1.8120, loss: 1.8120 2020-07-03 12:55:42,658 - mmaction - INFO - Epoch [212][260/627] lr: 4.459e-02, eta: 6:27:07, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.8620, loss: 1.8620 2020-07-03 12:55:59,618 - mmaction - INFO - Epoch [212][280/627] lr: 4.459e-02, eta: 6:26:50, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.8873, loss: 1.8873 2020-07-03 12:56:16,901 - mmaction - INFO - Epoch [212][300/627] lr: 4.459e-02, eta: 6:26:34, time: 0.864, data_time: 0.001, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9002, loss: 1.9002 2020-07-03 12:56:34,352 - mmaction - INFO - Epoch [212][320/627] lr: 4.459e-02, eta: 6:26:18, time: 0.872, data_time: 0.001, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7899, loss: 1.7899 2020-07-03 12:56:50,982 - mmaction - INFO - Epoch [212][340/627] lr: 4.459e-02, eta: 6:26:01, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 2.0037, loss: 2.0037 2020-07-03 12:57:07,093 - mmaction - INFO - Epoch [212][360/627] lr: 4.459e-02, eta: 6:25:44, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9675, loss: 1.9675 2020-07-03 12:57:24,269 - mmaction - INFO - Epoch [212][380/627] lr: 4.459e-02, eta: 6:25:28, time: 0.858, data_time: 0.001, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8382, loss: 1.8382 2020-07-03 12:57:40,874 - mmaction - INFO - Epoch [212][400/627] lr: 4.459e-02, eta: 6:25:11, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9113, loss: 1.9113 2020-07-03 12:57:58,015 - mmaction - INFO - Epoch [212][420/627] lr: 4.459e-02, eta: 6:24:55, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 2.0399, loss: 2.0399 2020-07-03 12:58:15,209 - mmaction - INFO - Epoch [212][440/627] lr: 4.459e-02, eta: 6:24:38, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9289, loss: 1.9289 2020-07-03 12:58:32,297 - mmaction - INFO - Epoch [212][460/627] lr: 4.459e-02, eta: 6:24:22, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8298, loss: 1.8298 2020-07-03 12:58:49,089 - mmaction - INFO - Epoch [212][480/627] lr: 4.459e-02, eta: 6:24:05, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.8732, loss: 1.8732 2020-07-03 12:59:06,139 - mmaction - INFO - Epoch [212][500/627] lr: 4.459e-02, eta: 6:23:49, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7627, loss: 1.7627 2020-07-03 12:59:22,547 - mmaction - INFO - Epoch [212][520/627] lr: 4.459e-02, eta: 6:23:32, time: 0.822, data_time: 0.004, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8519, loss: 1.8519 2020-07-03 12:59:39,210 - mmaction - INFO - Epoch [212][540/627] lr: 4.459e-02, eta: 6:23:16, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.7841, loss: 1.7841 2020-07-03 12:59:56,006 - mmaction - INFO - Epoch [212][560/627] lr: 4.459e-02, eta: 6:22:59, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6904, loss: 1.6904 2020-07-03 13:00:21,342 - mmaction - INFO - Epoch [212][580/627] lr: 4.459e-02, eta: 6:22:46, time: 1.257, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.8324, loss: 1.8324 2020-07-03 13:00:38,209 - mmaction - INFO - Epoch [212][600/627] lr: 4.459e-02, eta: 6:22:29, time: 0.853, data_time: 0.021, memory: 11097, top1_acc: 0.6125, top5_acc: 0.7906, loss_cls: 1.7897, loss: 1.7897 2020-07-03 13:00:55,424 - mmaction - INFO - Epoch [212][620/627] lr: 4.459e-02, eta: 6:22:13, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9152, loss: 1.9152 2020-07-03 13:01:00,722 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-07-03 13:01:26,628 - mmaction - INFO - Epoch [213][20/627] lr: 4.268e-02, eta: 6:21:51, time: 1.229, data_time: 0.426, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7760, loss: 1.7760 2020-07-03 13:01:44,072 - mmaction - INFO - Epoch [213][40/627] lr: 4.268e-02, eta: 6:21:35, time: 0.872, data_time: 0.001, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.0127, loss: 2.0127 2020-07-03 13:02:01,967 - mmaction - INFO - Epoch [213][60/627] lr: 4.268e-02, eta: 6:21:18, time: 0.895, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.7906, loss_cls: 1.7621, loss: 1.7621 2020-07-03 13:02:18,964 - mmaction - INFO - Epoch [213][80/627] lr: 4.268e-02, eta: 6:21:02, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.8358, loss: 1.8358 2020-07-03 13:02:36,395 - mmaction - INFO - Epoch [213][100/627] lr: 4.268e-02, eta: 6:20:46, time: 0.873, data_time: 0.004, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.8630, loss: 1.8630 2020-07-03 13:02:53,076 - mmaction - INFO - Epoch [213][120/627] lr: 4.268e-02, eta: 6:20:29, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9428, loss: 1.9428 2020-07-03 13:03:09,565 - mmaction - INFO - Epoch [213][140/627] lr: 4.268e-02, eta: 6:20:12, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0473, loss: 2.0473 2020-07-03 13:03:26,496 - mmaction - INFO - Epoch [213][160/627] lr: 4.268e-02, eta: 6:19:56, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8094, loss_cls: 1.6696, loss: 1.6696 2020-07-03 13:03:43,156 - mmaction - INFO - Epoch [213][180/627] lr: 4.268e-02, eta: 6:19:39, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.8064, loss: 1.8064 2020-07-03 13:04:00,263 - mmaction - INFO - Epoch [213][200/627] lr: 4.268e-02, eta: 6:19:23, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9645, loss: 1.9645 2020-07-03 13:04:17,339 - mmaction - INFO - Epoch [213][220/627] lr: 4.268e-02, eta: 6:19:06, time: 0.853, data_time: 0.001, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0601, loss: 2.0601 2020-07-03 13:04:33,896 - mmaction - INFO - Epoch [213][240/627] lr: 4.268e-02, eta: 6:18:50, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6406, top5_acc: 0.7937, loss_cls: 1.6339, loss: 1.6339 2020-07-03 13:04:51,721 - mmaction - INFO - Epoch [213][260/627] lr: 4.268e-02, eta: 6:18:33, time: 0.891, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7406, loss_cls: 1.9617, loss: 1.9617 2020-07-03 13:05:19,417 - mmaction - INFO - Epoch [213][280/627] lr: 4.268e-02, eta: 6:18:21, time: 1.384, data_time: 0.074, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.0638, loss: 2.0638 2020-07-03 13:05:36,713 - mmaction - INFO - Epoch [213][300/627] lr: 4.268e-02, eta: 6:18:04, time: 0.865, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9007, loss: 1.9007 2020-07-03 13:05:53,991 - mmaction - INFO - Epoch [213][320/627] lr: 4.268e-02, eta: 6:17:48, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7781, loss_cls: 1.8538, loss: 1.8538 2020-07-03 13:06:10,175 - mmaction - INFO - Epoch [213][340/627] lr: 4.268e-02, eta: 6:17:31, time: 0.814, data_time: 0.007, memory: 11097, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0656, loss: 2.0656 2020-07-03 13:06:26,783 - mmaction - INFO - Epoch [213][360/627] lr: 4.268e-02, eta: 6:17:15, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.6688, loss: 1.6688 2020-07-03 13:06:43,632 - mmaction - INFO - Epoch [213][380/627] lr: 4.268e-02, eta: 6:16:58, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7656, loss_cls: 1.8802, loss: 1.8802 2020-07-03 13:07:00,766 - mmaction - INFO - Epoch [213][400/627] lr: 4.268e-02, eta: 6:16:42, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.7703, loss: 1.7703 2020-07-03 13:07:17,823 - mmaction - INFO - Epoch [213][420/627] lr: 4.268e-02, eta: 6:16:25, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 2.0107, loss: 2.0107 2020-07-03 13:07:35,700 - mmaction - INFO - Epoch [213][440/627] lr: 4.268e-02, eta: 6:16:09, time: 0.893, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7166, loss: 1.7166 2020-07-03 13:07:52,358 - mmaction - INFO - Epoch [213][460/627] lr: 4.268e-02, eta: 6:15:52, time: 0.835, data_time: 0.004, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 1.9667, loss: 1.9667 2020-07-03 13:08:09,380 - mmaction - INFO - Epoch [213][480/627] lr: 4.268e-02, eta: 6:15:36, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7750, loss_cls: 1.9017, loss: 1.9017 2020-07-03 13:08:26,175 - mmaction - INFO - Epoch [213][500/627] lr: 4.268e-02, eta: 6:15:19, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.8423, loss: 1.8423 2020-07-03 13:08:43,420 - mmaction - INFO - Epoch [213][520/627] lr: 4.268e-02, eta: 6:15:03, time: 0.862, data_time: 0.004, memory: 11097, top1_acc: 0.5031, top5_acc: 0.7063, loss_cls: 2.2357, loss: 2.2357 2020-07-03 13:09:00,482 - mmaction - INFO - Epoch [213][540/627] lr: 4.268e-02, eta: 6:14:46, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8947, loss: 1.8947 2020-07-03 13:09:17,116 - mmaction - INFO - Epoch [213][560/627] lr: 4.268e-02, eta: 6:14:30, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8093, loss: 1.8093 2020-07-03 13:09:34,557 - mmaction - INFO - Epoch [213][580/627] lr: 4.268e-02, eta: 6:14:13, time: 0.872, data_time: 0.014, memory: 11097, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8232, loss: 1.8232 2020-07-03 13:09:52,199 - mmaction - INFO - Epoch [213][600/627] lr: 4.268e-02, eta: 6:13:57, time: 0.881, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7484, loss: 1.7484 2020-07-03 13:10:09,360 - mmaction - INFO - Epoch [213][620/627] lr: 4.268e-02, eta: 6:13:41, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9298, loss: 1.9298 2020-07-03 13:10:37,844 - mmaction - INFO - Epoch [214][20/627] lr: 4.081e-02, eta: 6:13:18, time: 1.158, data_time: 0.322, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.7888, loss: 1.7888 2020-07-03 13:10:55,370 - mmaction - INFO - Epoch [214][40/627] lr: 4.081e-02, eta: 6:13:02, time: 0.875, data_time: 0.001, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8840, loss: 1.8840 2020-07-03 13:11:12,016 - mmaction - INFO - Epoch [214][60/627] lr: 4.081e-02, eta: 6:12:45, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8913, loss: 1.8913 2020-07-03 13:11:29,548 - mmaction - INFO - Epoch [214][80/627] lr: 4.081e-02, eta: 6:12:29, time: 0.877, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.6719, loss: 1.6719 2020-07-03 13:11:46,760 - mmaction - INFO - Epoch [214][100/627] lr: 4.081e-02, eta: 6:12:13, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8620, loss: 1.8620 2020-07-03 13:12:03,310 - mmaction - INFO - Epoch [214][120/627] lr: 4.081e-02, eta: 6:11:56, time: 0.831, data_time: 0.005, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.7296, loss: 1.7296 2020-07-03 13:12:19,895 - mmaction - INFO - Epoch [214][140/627] lr: 4.081e-02, eta: 6:11:39, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7719, loss_cls: 1.8484, loss: 1.8484 2020-07-03 13:12:36,963 - mmaction - INFO - Epoch [214][160/627] lr: 4.081e-02, eta: 6:11:23, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0039, loss: 2.0039 2020-07-03 13:12:54,169 - mmaction - INFO - Epoch [214][180/627] lr: 4.081e-02, eta: 6:11:06, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0158, loss: 2.0158 2020-07-03 13:13:10,589 - mmaction - INFO - Epoch [214][200/627] lr: 4.081e-02, eta: 6:10:50, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7844, loss_cls: 1.9090, loss: 1.9090 2020-07-03 13:13:26,980 - mmaction - INFO - Epoch [214][220/627] lr: 4.081e-02, eta: 6:10:33, time: 0.821, data_time: 0.004, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9400, loss: 1.9400 2020-07-03 13:13:43,532 - mmaction - INFO - Epoch [214][240/627] lr: 4.081e-02, eta: 6:10:16, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8599, loss: 1.8599 2020-07-03 13:14:00,039 - mmaction - INFO - Epoch [214][260/627] lr: 4.081e-02, eta: 6:10:00, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7375, loss_cls: 1.9773, loss: 1.9773 2020-07-03 13:14:16,722 - mmaction - INFO - Epoch [214][280/627] lr: 4.081e-02, eta: 6:09:43, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.8333, loss: 1.8333 2020-07-03 13:14:33,416 - mmaction - INFO - Epoch [214][300/627] lr: 4.081e-02, eta: 6:09:27, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8401, loss: 1.8401 2020-07-03 13:14:50,632 - mmaction - INFO - Epoch [214][320/627] lr: 4.081e-02, eta: 6:09:10, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7625, loss_cls: 1.8058, loss: 1.8058 2020-07-03 13:15:06,752 - mmaction - INFO - Epoch [214][340/627] lr: 4.081e-02, eta: 6:08:53, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6803, loss: 1.6803 2020-07-03 13:15:23,431 - mmaction - INFO - Epoch [214][360/627] lr: 4.081e-02, eta: 6:08:37, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.9993, loss: 1.9993 2020-07-03 13:15:40,446 - mmaction - INFO - Epoch [214][380/627] lr: 4.081e-02, eta: 6:08:20, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8793, loss: 1.8793 2020-07-03 13:15:56,972 - mmaction - INFO - Epoch [214][400/627] lr: 4.081e-02, eta: 6:08:04, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7471, loss: 1.7471 2020-07-03 13:16:14,016 - mmaction - INFO - Epoch [214][420/627] lr: 4.081e-02, eta: 6:07:47, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8459, loss: 1.8459 2020-07-03 13:16:30,554 - mmaction - INFO - Epoch [214][440/627] lr: 4.081e-02, eta: 6:07:30, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 1.9626, loss: 1.9626 2020-07-03 13:16:47,969 - mmaction - INFO - Epoch [214][460/627] lr: 4.081e-02, eta: 6:07:14, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.9099, loss: 1.9099 2020-07-03 13:17:05,145 - mmaction - INFO - Epoch [214][480/627] lr: 4.081e-02, eta: 6:06:58, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7992, loss: 1.7992 2020-07-03 13:17:24,921 - mmaction - INFO - Epoch [214][500/627] lr: 4.081e-02, eta: 6:06:42, time: 0.984, data_time: 0.034, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.7468, loss: 1.7468 2020-07-03 13:17:41,893 - mmaction - INFO - Epoch [214][520/627] lr: 4.081e-02, eta: 6:06:25, time: 0.853, data_time: 0.007, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.9182, loss: 1.9182 2020-07-03 13:17:58,637 - mmaction - INFO - Epoch [214][540/627] lr: 4.081e-02, eta: 6:06:09, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7719, loss_cls: 1.9644, loss: 1.9644 2020-07-03 13:18:15,269 - mmaction - INFO - Epoch [214][560/627] lr: 4.081e-02, eta: 6:05:52, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7688, loss_cls: 1.9061, loss: 1.9061 2020-07-03 13:18:32,022 - mmaction - INFO - Epoch [214][580/627] lr: 4.081e-02, eta: 6:05:36, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.8901, loss: 1.8901 2020-07-03 13:18:48,690 - mmaction - INFO - Epoch [214][600/627] lr: 4.081e-02, eta: 6:05:19, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9126, loss: 1.9126 2020-07-03 13:19:05,360 - mmaction - INFO - Epoch [214][620/627] lr: 4.081e-02, eta: 6:05:02, time: 0.834, data_time: 0.004, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7798, loss: 1.7798 2020-07-03 13:19:34,115 - mmaction - INFO - Epoch [215][20/627] lr: 3.897e-02, eta: 6:04:40, time: 1.174, data_time: 0.338, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.5670, loss: 1.5670 2020-07-03 13:19:50,799 - mmaction - INFO - Epoch [215][40/627] lr: 3.897e-02, eta: 6:04:24, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7688, loss_cls: 1.8648, loss: 1.8648 2020-07-03 13:20:07,421 - mmaction - INFO - Epoch [215][60/627] lr: 3.897e-02, eta: 6:04:07, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.9225, loss: 1.9225 2020-07-03 13:20:24,551 - mmaction - INFO - Epoch [215][80/627] lr: 3.897e-02, eta: 6:03:51, time: 0.864, data_time: 0.009, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7625, loss_cls: 1.9170, loss: 1.9170 2020-07-03 13:20:41,101 - mmaction - INFO - Epoch [215][100/627] lr: 3.897e-02, eta: 6:03:34, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7656, loss_cls: 1.8399, loss: 1.8399 2020-07-03 13:20:58,886 - mmaction - INFO - Epoch [215][120/627] lr: 3.897e-02, eta: 6:03:18, time: 0.889, data_time: 0.011, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7719, loss_cls: 1.8676, loss: 1.8676 2020-07-03 13:21:15,795 - mmaction - INFO - Epoch [215][140/627] lr: 3.897e-02, eta: 6:03:01, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7791, loss: 1.7791 2020-07-03 13:21:32,373 - mmaction - INFO - Epoch [215][160/627] lr: 3.897e-02, eta: 6:02:45, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8666, loss: 1.8666 2020-07-03 13:21:48,923 - mmaction - INFO - Epoch [215][180/627] lr: 3.897e-02, eta: 6:02:28, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.8387, loss: 1.8387 2020-07-03 13:22:05,458 - mmaction - INFO - Epoch [215][200/627] lr: 3.897e-02, eta: 6:02:11, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 1.9173, loss: 1.9173 2020-07-03 13:22:22,941 - mmaction - INFO - Epoch [215][220/627] lr: 3.897e-02, eta: 6:01:55, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.8159, loss: 1.8159 2020-07-03 13:22:39,646 - mmaction - INFO - Epoch [215][240/627] lr: 3.897e-02, eta: 6:01:38, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8877, loss: 1.8877 2020-07-03 13:22:56,860 - mmaction - INFO - Epoch [215][260/627] lr: 3.897e-02, eta: 6:01:22, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8655, loss: 1.8655 2020-07-03 13:23:13,019 - mmaction - INFO - Epoch [215][280/627] lr: 3.897e-02, eta: 6:01:05, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9444, loss: 1.9444 2020-07-03 13:23:30,259 - mmaction - INFO - Epoch [215][300/627] lr: 3.897e-02, eta: 6:00:49, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8000, loss_cls: 1.6541, loss: 1.6541 2020-07-03 13:23:46,853 - mmaction - INFO - Epoch [215][320/627] lr: 3.897e-02, eta: 6:00:32, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9190, loss: 1.9190 2020-07-03 13:24:04,197 - mmaction - INFO - Epoch [215][340/627] lr: 3.897e-02, eta: 6:00:16, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9836, loss: 1.9836 2020-07-03 13:24:20,823 - mmaction - INFO - Epoch [215][360/627] lr: 3.897e-02, eta: 5:59:59, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8953, loss: 1.8953 2020-07-03 13:24:36,867 - mmaction - INFO - Epoch [215][380/627] lr: 3.897e-02, eta: 5:59:42, time: 0.804, data_time: 0.004, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.9720, loss: 1.9720 2020-07-03 13:24:54,442 - mmaction - INFO - Epoch [215][400/627] lr: 3.897e-02, eta: 5:59:26, time: 0.879, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7531, loss_cls: 1.8783, loss: 1.8783 2020-07-03 13:25:11,527 - mmaction - INFO - Epoch [215][420/627] lr: 3.897e-02, eta: 5:59:09, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.6317, loss: 1.6317 2020-07-03 13:25:28,558 - mmaction - INFO - Epoch [215][440/627] lr: 3.897e-02, eta: 5:58:53, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7456, loss: 1.7456 2020-07-03 13:25:45,543 - mmaction - INFO - Epoch [215][460/627] lr: 3.897e-02, eta: 5:58:36, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.6844, loss: 1.6844 2020-07-03 13:26:01,983 - mmaction - INFO - Epoch [215][480/627] lr: 3.897e-02, eta: 5:58:20, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8499, loss: 1.8499 2020-07-03 13:26:18,012 - mmaction - INFO - Epoch [215][500/627] lr: 3.897e-02, eta: 5:58:03, time: 0.802, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8542, loss: 1.8542 2020-07-03 13:26:35,605 - mmaction - INFO - Epoch [215][520/627] lr: 3.897e-02, eta: 5:57:46, time: 0.880, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.8710, loss: 1.8710 2020-07-03 13:26:52,876 - mmaction - INFO - Epoch [215][540/627] lr: 3.897e-02, eta: 5:57:30, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.7304, loss: 1.7304 2020-07-03 13:27:09,114 - mmaction - INFO - Epoch [215][560/627] lr: 3.897e-02, eta: 5:57:13, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9785, loss: 1.9785 2020-07-03 13:27:25,263 - mmaction - INFO - Epoch [215][580/627] lr: 3.897e-02, eta: 5:56:56, time: 0.808, data_time: 0.004, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8072, loss: 1.8072 2020-07-03 13:27:41,903 - mmaction - INFO - Epoch [215][600/627] lr: 3.897e-02, eta: 5:56:40, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7562, loss_cls: 1.9663, loss: 1.9663 2020-07-03 13:27:57,999 - mmaction - INFO - Epoch [215][620/627] lr: 3.897e-02, eta: 5:56:23, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7757, loss: 1.7757 2020-07-03 13:28:26,785 - mmaction - INFO - Epoch [216][20/627] lr: 3.718e-02, eta: 5:56:01, time: 1.172, data_time: 0.309, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.8694, loss: 1.8694 2020-07-03 13:28:43,440 - mmaction - INFO - Epoch [216][40/627] lr: 3.718e-02, eta: 5:55:44, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.7766, loss: 1.7766 2020-07-03 13:29:00,600 - mmaction - INFO - Epoch [216][60/627] lr: 3.718e-02, eta: 5:55:28, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8123, loss: 1.8123 2020-07-03 13:29:16,636 - mmaction - INFO - Epoch [216][80/627] lr: 3.718e-02, eta: 5:55:11, time: 0.802, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7104, loss: 1.7104 2020-07-03 13:29:34,262 - mmaction - INFO - Epoch [216][100/627] lr: 3.718e-02, eta: 5:54:55, time: 0.879, data_time: 0.001, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.7235, loss: 1.7235 2020-07-03 13:29:51,051 - mmaction - INFO - Epoch [216][120/627] lr: 3.718e-02, eta: 5:54:38, time: 0.842, data_time: 0.005, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8199, loss: 1.8199 2020-07-03 13:30:07,644 - mmaction - INFO - Epoch [216][140/627] lr: 3.718e-02, eta: 5:54:21, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8684, loss: 1.8684 2020-07-03 13:30:24,885 - mmaction - INFO - Epoch [216][160/627] lr: 3.718e-02, eta: 5:54:05, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6806, loss: 1.6806 2020-07-03 13:30:41,508 - mmaction - INFO - Epoch [216][180/627] lr: 3.718e-02, eta: 5:53:48, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0262, loss: 2.0262 2020-07-03 13:30:58,347 - mmaction - INFO - Epoch [216][200/627] lr: 3.718e-02, eta: 5:53:32, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8307, loss: 1.8307 2020-07-03 13:31:15,376 - mmaction - INFO - Epoch [216][220/627] lr: 3.718e-02, eta: 5:53:15, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8000, loss_cls: 1.6854, loss: 1.6854 2020-07-03 13:31:32,156 - mmaction - INFO - Epoch [216][240/627] lr: 3.718e-02, eta: 5:52:59, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.8146, loss: 1.8146 2020-07-03 13:31:48,604 - mmaction - INFO - Epoch [216][260/627] lr: 3.718e-02, eta: 5:52:42, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.8356, loss: 1.8356 2020-07-03 13:32:05,291 - mmaction - INFO - Epoch [216][280/627] lr: 3.718e-02, eta: 5:52:25, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7500, loss_cls: 1.9259, loss: 1.9259 2020-07-03 13:32:22,123 - mmaction - INFO - Epoch [216][300/627] lr: 3.718e-02, eta: 5:52:09, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.7090, loss: 1.7090 2020-07-03 13:32:38,945 - mmaction - INFO - Epoch [216][320/627] lr: 3.718e-02, eta: 5:51:52, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.7808, loss: 1.7808 2020-07-03 13:32:55,092 - mmaction - INFO - Epoch [216][340/627] lr: 3.718e-02, eta: 5:51:35, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9119, loss: 1.9119 2020-07-03 13:33:12,278 - mmaction - INFO - Epoch [216][360/627] lr: 3.718e-02, eta: 5:51:19, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 1.9731, loss: 1.9731 2020-07-03 13:33:28,920 - mmaction - INFO - Epoch [216][380/627] lr: 3.718e-02, eta: 5:51:02, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0110, loss: 2.0110 2020-07-03 13:33:45,555 - mmaction - INFO - Epoch [216][400/627] lr: 3.718e-02, eta: 5:50:46, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0096, loss: 2.0096 2020-07-03 13:34:02,708 - mmaction - INFO - Epoch [216][420/627] lr: 3.718e-02, eta: 5:50:29, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8437, loss: 1.8437 2020-07-03 13:34:20,405 - mmaction - INFO - Epoch [216][440/627] lr: 3.718e-02, eta: 5:50:13, time: 0.884, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.8033, loss: 1.8033 2020-07-03 13:34:36,727 - mmaction - INFO - Epoch [216][460/627] lr: 3.718e-02, eta: 5:49:56, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.8077, loss: 1.8077 2020-07-03 13:34:53,918 - mmaction - INFO - Epoch [216][480/627] lr: 3.718e-02, eta: 5:49:40, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8801, loss: 1.8801 2020-07-03 13:35:10,972 - mmaction - INFO - Epoch [216][500/627] lr: 3.718e-02, eta: 5:49:23, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9381, loss: 1.9381 2020-07-03 13:35:28,732 - mmaction - INFO - Epoch [216][520/627] lr: 3.718e-02, eta: 5:49:07, time: 0.888, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5627, loss: 1.5627 2020-07-03 13:35:45,783 - mmaction - INFO - Epoch [216][540/627] lr: 3.718e-02, eta: 5:48:51, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9596, loss: 1.9596 2020-07-03 13:36:02,417 - mmaction - INFO - Epoch [216][560/627] lr: 3.718e-02, eta: 5:48:34, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9267, loss: 1.9267 2020-07-03 13:36:19,920 - mmaction - INFO - Epoch [216][580/627] lr: 3.718e-02, eta: 5:48:18, time: 0.876, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7812, loss: 1.7812 2020-07-03 13:36:36,042 - mmaction - INFO - Epoch [216][600/627] lr: 3.718e-02, eta: 5:48:01, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.7656, loss_cls: 1.8137, loss: 1.8137 2020-07-03 13:36:53,039 - mmaction - INFO - Epoch [216][620/627] lr: 3.718e-02, eta: 5:47:44, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7594, loss_cls: 1.9157, loss: 1.9157 2020-07-03 13:36:58,319 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-07-03 13:37:21,020 - mmaction - INFO - Epoch [217][20/627] lr: 3.542e-02, eta: 5:47:21, time: 1.068, data_time: 0.244, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6185, loss: 1.6185 2020-07-03 13:37:38,613 - mmaction - INFO - Epoch [217][40/627] lr: 3.542e-02, eta: 5:47:05, time: 0.880, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 1.9819, loss: 1.9819 2020-07-03 13:37:55,675 - mmaction - INFO - Epoch [217][60/627] lr: 3.542e-02, eta: 5:46:49, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7500, loss_cls: 2.0501, loss: 2.0501 2020-07-03 13:38:12,412 - mmaction - INFO - Epoch [217][80/627] lr: 3.542e-02, eta: 5:46:32, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.8350, loss: 1.8350 2020-07-03 13:38:29,685 - mmaction - INFO - Epoch [217][100/627] lr: 3.542e-02, eta: 5:46:16, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7656, loss_cls: 1.9271, loss: 1.9271 2020-07-03 13:38:46,891 - mmaction - INFO - Epoch [217][120/627] lr: 3.542e-02, eta: 5:45:59, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7609, loss: 1.7609 2020-07-03 13:39:03,541 - mmaction - INFO - Epoch [217][140/627] lr: 3.542e-02, eta: 5:45:42, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7226, loss: 1.7226 2020-07-03 13:39:19,973 - mmaction - INFO - Epoch [217][160/627] lr: 3.542e-02, eta: 5:45:26, time: 0.823, data_time: 0.016, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8473, loss: 1.8473 2020-07-03 13:39:37,364 - mmaction - INFO - Epoch [217][180/627] lr: 3.542e-02, eta: 5:45:09, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.7412, loss: 1.7412 2020-07-03 13:39:54,119 - mmaction - INFO - Epoch [217][200/627] lr: 3.542e-02, eta: 5:44:53, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.8120, loss: 1.8120 2020-07-03 13:40:10,690 - mmaction - INFO - Epoch [217][220/627] lr: 3.542e-02, eta: 5:44:36, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7640, loss: 1.7640 2020-07-03 13:40:28,039 - mmaction - INFO - Epoch [217][240/627] lr: 3.542e-02, eta: 5:44:20, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7750, loss_cls: 1.8651, loss: 1.8651 2020-07-03 13:40:44,937 - mmaction - INFO - Epoch [217][260/627] lr: 3.542e-02, eta: 5:44:03, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7625, loss_cls: 2.0043, loss: 2.0043 2020-07-03 13:41:02,170 - mmaction - INFO - Epoch [217][280/627] lr: 3.542e-02, eta: 5:43:47, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9301, loss: 1.9301 2020-07-03 13:41:18,838 - mmaction - INFO - Epoch [217][300/627] lr: 3.542e-02, eta: 5:43:30, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8070, loss: 1.8070 2020-07-03 13:41:35,391 - mmaction - INFO - Epoch [217][320/627] lr: 3.542e-02, eta: 5:43:13, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8321, loss: 1.8321 2020-07-03 13:41:52,591 - mmaction - INFO - Epoch [217][340/627] lr: 3.542e-02, eta: 5:42:57, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.8390, loss: 1.8390 2020-07-03 13:42:08,702 - mmaction - INFO - Epoch [217][360/627] lr: 3.542e-02, eta: 5:42:40, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7281, loss_cls: 1.9815, loss: 1.9815 2020-07-03 13:42:26,044 - mmaction - INFO - Epoch [217][380/627] lr: 3.542e-02, eta: 5:42:24, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8094, loss_cls: 1.7197, loss: 1.7197 2020-07-03 13:42:42,665 - mmaction - INFO - Epoch [217][400/627] lr: 3.542e-02, eta: 5:42:07, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 1.9998, loss: 1.9998 2020-07-03 13:43:00,248 - mmaction - INFO - Epoch [217][420/627] lr: 3.542e-02, eta: 5:41:51, time: 0.879, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.8594, loss: 1.8594 2020-07-03 13:43:16,894 - mmaction - INFO - Epoch [217][440/627] lr: 3.542e-02, eta: 5:41:34, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8460, loss: 1.8460 2020-07-03 13:43:33,804 - mmaction - INFO - Epoch [217][460/627] lr: 3.542e-02, eta: 5:41:18, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.7124, loss: 1.7124 2020-07-03 13:43:50,710 - mmaction - INFO - Epoch [217][480/627] lr: 3.542e-02, eta: 5:41:01, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9630, loss: 1.9630 2020-07-03 13:44:07,382 - mmaction - INFO - Epoch [217][500/627] lr: 3.542e-02, eta: 5:40:44, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.6532, loss: 1.6532 2020-07-03 13:44:23,968 - mmaction - INFO - Epoch [217][520/627] lr: 3.542e-02, eta: 5:40:28, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8283, loss: 1.8283 2020-07-03 13:44:41,031 - mmaction - INFO - Epoch [217][540/627] lr: 3.542e-02, eta: 5:40:11, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6275, loss: 1.6275 2020-07-03 13:44:57,624 - mmaction - INFO - Epoch [217][560/627] lr: 3.542e-02, eta: 5:39:55, time: 0.829, data_time: 0.010, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6942, loss: 1.6942 2020-07-03 13:45:14,739 - mmaction - INFO - Epoch [217][580/627] lr: 3.542e-02, eta: 5:39:38, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.8780, loss: 1.8780 2020-07-03 13:45:31,454 - mmaction - INFO - Epoch [217][600/627] lr: 3.542e-02, eta: 5:39:21, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7115, loss: 1.7115 2020-07-03 13:45:47,995 - mmaction - INFO - Epoch [217][620/627] lr: 3.542e-02, eta: 5:39:05, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9244, loss: 1.9244 2020-07-03 13:46:16,180 - mmaction - INFO - Epoch [218][20/627] lr: 3.371e-02, eta: 5:38:42, time: 1.145, data_time: 0.305, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6690, loss: 1.6690 2020-07-03 13:46:33,274 - mmaction - INFO - Epoch [218][40/627] lr: 3.371e-02, eta: 5:38:26, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9340, loss: 1.9340 2020-07-03 13:46:49,775 - mmaction - INFO - Epoch [218][60/627] lr: 3.371e-02, eta: 5:38:09, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9370, loss: 1.9370 2020-07-03 13:47:05,848 - mmaction - INFO - Epoch [218][80/627] lr: 3.371e-02, eta: 5:37:53, time: 0.803, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8656, loss: 1.8656 2020-07-03 13:47:22,725 - mmaction - INFO - Epoch [218][100/627] lr: 3.371e-02, eta: 5:37:36, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3513, loss: 1.3513 2020-07-03 13:47:39,863 - mmaction - INFO - Epoch [218][120/627] lr: 3.371e-02, eta: 5:37:19, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5289, loss: 1.5289 2020-07-03 13:47:57,160 - mmaction - INFO - Epoch [218][140/627] lr: 3.371e-02, eta: 5:37:03, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9705, loss: 1.9705 2020-07-03 13:48:15,603 - mmaction - INFO - Epoch [218][160/627] lr: 3.371e-02, eta: 5:36:47, time: 0.861, data_time: 0.001, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8656, loss_cls: 1.5143, loss: 1.5143 2020-07-03 13:48:37,526 - mmaction - INFO - Epoch [218][180/627] lr: 3.371e-02, eta: 5:36:32, time: 1.157, data_time: 0.227, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7323, loss: 1.7323 2020-07-03 13:48:55,238 - mmaction - INFO - Epoch [218][200/627] lr: 3.371e-02, eta: 5:36:16, time: 0.885, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7844, loss_cls: 1.7816, loss: 1.7816 2020-07-03 13:49:12,328 - mmaction - INFO - Epoch [218][220/627] lr: 3.371e-02, eta: 5:35:59, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7024, loss: 1.7024 2020-07-03 13:49:29,469 - mmaction - INFO - Epoch [218][240/627] lr: 3.371e-02, eta: 5:35:43, time: 0.890, data_time: 0.036, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6461, loss: 1.6461 2020-07-03 13:49:46,925 - mmaction - INFO - Epoch [218][260/627] lr: 3.371e-02, eta: 5:35:26, time: 0.874, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6454, loss: 1.6454 2020-07-03 13:50:03,893 - mmaction - INFO - Epoch [218][280/627] lr: 3.371e-02, eta: 5:35:10, time: 0.847, data_time: 0.001, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7572, loss: 1.7572 2020-07-03 13:50:20,662 - mmaction - INFO - Epoch [218][300/627] lr: 3.371e-02, eta: 5:34:53, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.8309, loss: 1.8309 2020-07-03 13:50:44,645 - mmaction - INFO - Epoch [218][320/627] lr: 3.371e-02, eta: 5:34:39, time: 1.199, data_time: 0.103, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6859, loss: 1.6859 2020-07-03 13:51:01,695 - mmaction - INFO - Epoch [218][340/627] lr: 3.371e-02, eta: 5:34:22, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.8516, loss: 1.8516 2020-07-03 13:51:17,943 - mmaction - INFO - Epoch [218][360/627] lr: 3.371e-02, eta: 5:34:05, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0223, loss: 2.0223 2020-07-03 13:51:35,160 - mmaction - INFO - Epoch [218][380/627] lr: 3.371e-02, eta: 5:33:49, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8748, loss: 1.8748 2020-07-03 13:51:51,334 - mmaction - INFO - Epoch [218][400/627] lr: 3.371e-02, eta: 5:33:32, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.8735, loss: 1.8735 2020-07-03 13:52:08,976 - mmaction - INFO - Epoch [218][420/627] lr: 3.371e-02, eta: 5:33:16, time: 0.883, data_time: 0.002, memory: 11097, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9869, loss: 1.9869 2020-07-03 13:52:25,496 - mmaction - INFO - Epoch [218][440/627] lr: 3.371e-02, eta: 5:32:59, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9140, loss: 1.9140 2020-07-03 13:52:41,647 - mmaction - INFO - Epoch [218][460/627] lr: 3.371e-02, eta: 5:32:42, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5855, loss: 1.5855 2020-07-03 13:52:59,359 - mmaction - INFO - Epoch [218][480/627] lr: 3.371e-02, eta: 5:32:26, time: 0.884, data_time: 0.002, memory: 11097, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8152, loss: 1.8152 2020-07-03 13:53:16,083 - mmaction - INFO - Epoch [218][500/627] lr: 3.371e-02, eta: 5:32:09, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.5437, top5_acc: 0.8031, loss_cls: 1.8705, loss: 1.8705 2020-07-03 13:53:32,173 - mmaction - INFO - Epoch [218][520/627] lr: 3.371e-02, eta: 5:31:53, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.7961, loss: 1.7961 2020-07-03 13:53:49,346 - mmaction - INFO - Epoch [218][540/627] lr: 3.371e-02, eta: 5:31:36, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7850, loss: 1.7850 2020-07-03 13:54:05,701 - mmaction - INFO - Epoch [218][560/627] lr: 3.371e-02, eta: 5:31:19, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9731, loss: 1.9731 2020-07-03 13:54:23,090 - mmaction - INFO - Epoch [218][580/627] lr: 3.371e-02, eta: 5:31:03, time: 0.869, data_time: 0.003, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.0911, loss: 2.0911 2020-07-03 13:54:39,279 - mmaction - INFO - Epoch [218][600/627] lr: 3.371e-02, eta: 5:30:46, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7442, loss: 1.7442 2020-07-03 13:54:56,407 - mmaction - INFO - Epoch [218][620/627] lr: 3.371e-02, eta: 5:30:30, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.7970, loss: 1.7970 2020-07-03 13:55:24,410 - mmaction - INFO - Epoch [219][20/627] lr: 3.203e-02, eta: 5:30:07, time: 1.135, data_time: 0.328, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7625, loss_cls: 1.8559, loss: 1.8559 2020-07-03 13:55:41,539 - mmaction - INFO - Epoch [219][40/627] lr: 3.203e-02, eta: 5:29:51, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8676, loss: 1.8676 2020-07-03 13:55:59,780 - mmaction - INFO - Epoch [219][60/627] lr: 3.203e-02, eta: 5:29:35, time: 0.912, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6669, loss: 1.6669 2020-07-03 13:56:16,565 - mmaction - INFO - Epoch [219][80/627] lr: 3.203e-02, eta: 5:29:18, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8344, loss_cls: 1.7305, loss: 1.7305 2020-07-03 13:56:33,348 - mmaction - INFO - Epoch [219][100/627] lr: 3.203e-02, eta: 5:29:01, time: 0.840, data_time: 0.004, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7781, loss_cls: 1.7605, loss: 1.7605 2020-07-03 13:56:50,462 - mmaction - INFO - Epoch [219][120/627] lr: 3.203e-02, eta: 5:28:45, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6957, loss: 1.6957 2020-07-03 13:57:06,738 - mmaction - INFO - Epoch [219][140/627] lr: 3.203e-02, eta: 5:28:28, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7747, loss: 1.7747 2020-07-03 13:57:23,795 - mmaction - INFO - Epoch [219][160/627] lr: 3.203e-02, eta: 5:28:12, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6530, loss: 1.6530 2020-07-03 13:57:41,442 - mmaction - INFO - Epoch [219][180/627] lr: 3.203e-02, eta: 5:27:55, time: 0.882, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8000, loss_cls: 1.6222, loss: 1.6222 2020-07-03 13:57:58,513 - mmaction - INFO - Epoch [219][200/627] lr: 3.203e-02, eta: 5:27:39, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8328, loss: 1.8328 2020-07-03 13:58:14,578 - mmaction - INFO - Epoch [219][220/627] lr: 3.203e-02, eta: 5:27:22, time: 0.808, data_time: 0.007, memory: 11097, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 1.9653, loss: 1.9653 2020-07-03 13:58:31,665 - mmaction - INFO - Epoch [219][240/627] lr: 3.203e-02, eta: 5:27:05, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 1.9930, loss: 1.9930 2020-07-03 13:58:49,236 - mmaction - INFO - Epoch [219][260/627] lr: 3.203e-02, eta: 5:26:49, time: 0.878, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9008, loss: 1.9008 2020-07-03 13:59:06,240 - mmaction - INFO - Epoch [219][280/627] lr: 3.203e-02, eta: 5:26:32, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8371, loss: 1.8371 2020-07-03 13:59:22,767 - mmaction - INFO - Epoch [219][300/627] lr: 3.203e-02, eta: 5:26:16, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.7840, loss: 1.7840 2020-07-03 13:59:38,928 - mmaction - INFO - Epoch [219][320/627] lr: 3.203e-02, eta: 5:25:59, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9151, loss: 1.9151 2020-07-03 13:59:56,025 - mmaction - INFO - Epoch [219][340/627] lr: 3.203e-02, eta: 5:25:43, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.7487, loss: 1.7487 2020-07-03 14:00:19,614 - mmaction - INFO - Epoch [219][360/627] lr: 3.203e-02, eta: 5:25:28, time: 1.170, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8876, loss: 1.8876 2020-07-03 14:00:36,885 - mmaction - INFO - Epoch [219][380/627] lr: 3.203e-02, eta: 5:25:11, time: 0.874, data_time: 0.019, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7391, loss: 1.7391 2020-07-03 14:00:53,632 - mmaction - INFO - Epoch [219][400/627] lr: 3.203e-02, eta: 5:24:55, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8261, loss: 1.8261 2020-07-03 14:01:10,326 - mmaction - INFO - Epoch [219][420/627] lr: 3.203e-02, eta: 5:24:38, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0798, loss: 2.0798 2020-07-03 14:01:27,360 - mmaction - INFO - Epoch [219][440/627] lr: 3.203e-02, eta: 5:24:22, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.7756, loss: 1.7756 2020-07-03 14:01:43,625 - mmaction - INFO - Epoch [219][460/627] lr: 3.203e-02, eta: 5:24:05, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8094, loss_cls: 1.6154, loss: 1.6154 2020-07-03 14:02:00,462 - mmaction - INFO - Epoch [219][480/627] lr: 3.203e-02, eta: 5:23:48, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.7381, loss: 1.7381 2020-07-03 14:02:17,139 - mmaction - INFO - Epoch [219][500/627] lr: 3.203e-02, eta: 5:23:32, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.6676, loss: 1.6676 2020-07-03 14:02:34,188 - mmaction - INFO - Epoch [219][520/627] lr: 3.203e-02, eta: 5:23:15, time: 0.853, data_time: 0.016, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7155, loss: 1.7155 2020-07-03 14:02:50,803 - mmaction - INFO - Epoch [219][540/627] lr: 3.203e-02, eta: 5:22:58, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.9447, loss: 1.9447 2020-07-03 14:03:07,808 - mmaction - INFO - Epoch [219][560/627] lr: 3.203e-02, eta: 5:22:42, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.7543, loss: 1.7543 2020-07-03 14:03:25,180 - mmaction - INFO - Epoch [219][580/627] lr: 3.203e-02, eta: 5:22:25, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.5956, loss: 1.5956 2020-07-03 14:03:41,724 - mmaction - INFO - Epoch [219][600/627] lr: 3.203e-02, eta: 5:22:09, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.7521, loss: 1.7521 2020-07-03 14:03:58,440 - mmaction - INFO - Epoch [219][620/627] lr: 3.203e-02, eta: 5:21:52, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8375, loss_cls: 1.6211, loss: 1.6211 2020-07-03 14:04:29,542 - mmaction - INFO - Epoch [220][20/627] lr: 3.040e-02, eta: 5:21:31, time: 1.290, data_time: 0.449, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.6259, loss: 1.6259 2020-07-03 14:04:46,278 - mmaction - INFO - Epoch [220][40/627] lr: 3.040e-02, eta: 5:21:14, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.8058, loss: 1.8058 2020-07-03 14:05:03,266 - mmaction - INFO - Epoch [220][60/627] lr: 3.040e-02, eta: 5:20:57, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9218, loss: 1.9218 2020-07-03 14:05:19,946 - mmaction - INFO - Epoch [220][80/627] lr: 3.040e-02, eta: 5:20:41, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.7293, loss: 1.7293 2020-07-03 14:05:36,985 - mmaction - INFO - Epoch [220][100/627] lr: 3.040e-02, eta: 5:20:24, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7875, loss_cls: 1.7582, loss: 1.7582 2020-07-03 14:05:54,523 - mmaction - INFO - Epoch [220][120/627] lr: 3.040e-02, eta: 5:20:08, time: 0.880, data_time: 0.005, memory: 11097, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7588, loss: 1.7588 2020-07-03 14:06:11,397 - mmaction - INFO - Epoch [220][140/627] lr: 3.040e-02, eta: 5:19:51, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.7969, loss_cls: 1.6153, loss: 1.6153 2020-07-03 14:06:28,117 - mmaction - INFO - Epoch [220][160/627] lr: 3.040e-02, eta: 5:19:35, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.6444, loss: 1.6444 2020-07-03 14:06:44,812 - mmaction - INFO - Epoch [220][180/627] lr: 3.040e-02, eta: 5:19:18, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.7701, loss: 1.7701 2020-07-03 14:07:01,733 - mmaction - INFO - Epoch [220][200/627] lr: 3.040e-02, eta: 5:19:01, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8375, loss_cls: 1.6732, loss: 1.6732 2020-07-03 14:07:18,056 - mmaction - INFO - Epoch [220][220/627] lr: 3.040e-02, eta: 5:18:45, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8274, loss: 1.8274 2020-07-03 14:07:34,670 - mmaction - INFO - Epoch [220][240/627] lr: 3.040e-02, eta: 5:18:28, time: 0.826, data_time: 0.004, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7952, loss: 1.7952 2020-07-03 14:07:52,113 - mmaction - INFO - Epoch [220][260/627] lr: 3.040e-02, eta: 5:18:12, time: 0.878, data_time: 0.007, memory: 11097, top1_acc: 0.6344, top5_acc: 0.7969, loss_cls: 1.6748, loss: 1.6748 2020-07-03 14:08:08,639 - mmaction - INFO - Epoch [220][280/627] lr: 3.040e-02, eta: 5:17:55, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6976, loss: 1.6976 2020-07-03 14:08:25,135 - mmaction - INFO - Epoch [220][300/627] lr: 3.040e-02, eta: 5:17:38, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.7078, loss: 1.7078 2020-07-03 14:08:41,162 - mmaction - INFO - Epoch [220][320/627] lr: 3.040e-02, eta: 5:17:22, time: 0.801, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.5358, loss: 1.5358 2020-07-03 14:08:58,979 - mmaction - INFO - Epoch [220][340/627] lr: 3.040e-02, eta: 5:17:05, time: 0.890, data_time: 0.005, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8489, loss: 1.8489 2020-07-03 14:09:15,287 - mmaction - INFO - Epoch [220][360/627] lr: 3.040e-02, eta: 5:16:48, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8788, loss: 1.8788 2020-07-03 14:09:31,938 - mmaction - INFO - Epoch [220][380/627] lr: 3.040e-02, eta: 5:16:32, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7781, loss_cls: 1.7682, loss: 1.7682 2020-07-03 14:09:49,161 - mmaction - INFO - Epoch [220][400/627] lr: 3.040e-02, eta: 5:16:15, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.8495, loss: 1.8495 2020-07-03 14:10:05,723 - mmaction - INFO - Epoch [220][420/627] lr: 3.040e-02, eta: 5:15:59, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9513, loss: 1.9513 2020-07-03 14:10:22,403 - mmaction - INFO - Epoch [220][440/627] lr: 3.040e-02, eta: 5:15:42, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.7363, loss: 1.7363 2020-07-03 14:10:39,177 - mmaction - INFO - Epoch [220][460/627] lr: 3.040e-02, eta: 5:15:25, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.7650, loss: 1.7650 2020-07-03 14:10:55,407 - mmaction - INFO - Epoch [220][480/627] lr: 3.040e-02, eta: 5:15:09, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7862, loss: 1.7862 2020-07-03 14:11:12,640 - mmaction - INFO - Epoch [220][500/627] lr: 3.040e-02, eta: 5:14:52, time: 0.864, data_time: 0.004, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6507, loss: 1.6507 2020-07-03 14:11:29,313 - mmaction - INFO - Epoch [220][520/627] lr: 3.040e-02, eta: 5:14:36, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6942, loss: 1.6942 2020-07-03 14:11:46,738 - mmaction - INFO - Epoch [220][540/627] lr: 3.040e-02, eta: 5:14:19, time: 0.872, data_time: 0.007, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7531, loss_cls: 1.9352, loss: 1.9352 2020-07-03 14:12:03,669 - mmaction - INFO - Epoch [220][560/627] lr: 3.040e-02, eta: 5:14:03, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7309, loss: 1.7309 2020-07-03 14:12:20,282 - mmaction - INFO - Epoch [220][580/627] lr: 3.040e-02, eta: 5:13:46, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.5969, loss: 1.5969 2020-07-03 14:12:37,218 - mmaction - INFO - Epoch [220][600/627] lr: 3.040e-02, eta: 5:13:29, time: 0.850, data_time: 0.005, memory: 11097, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.7279, loss: 1.7279 2020-07-03 14:12:53,738 - mmaction - INFO - Epoch [220][620/627] lr: 3.040e-02, eta: 5:13:13, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9055, loss: 1.9055 2020-07-03 14:12:59,035 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-07-03 14:13:22,116 - mmaction - INFO - Epoch [221][20/627] lr: 2.880e-02, eta: 5:12:50, time: 1.101, data_time: 0.242, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6452, loss: 1.6452 2020-07-03 14:13:39,624 - mmaction - INFO - Epoch [221][40/627] lr: 2.880e-02, eta: 5:12:34, time: 0.874, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.7076, loss: 1.7076 2020-07-03 14:13:56,375 - mmaction - INFO - Epoch [221][60/627] lr: 2.880e-02, eta: 5:12:17, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8609, loss: 1.8609 2020-07-03 14:14:15,410 - mmaction - INFO - Epoch [221][80/627] lr: 2.880e-02, eta: 5:12:01, time: 0.950, data_time: 0.001, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7071, loss: 1.7071 2020-07-03 14:14:32,635 - mmaction - INFO - Epoch [221][100/627] lr: 2.880e-02, eta: 5:11:44, time: 0.862, data_time: 0.004, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.9371, loss: 1.9371 2020-07-03 14:14:49,695 - mmaction - INFO - Epoch [221][120/627] lr: 2.880e-02, eta: 5:11:28, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7057, loss: 1.7057 2020-07-03 14:15:05,989 - mmaction - INFO - Epoch [221][140/627] lr: 2.880e-02, eta: 5:11:11, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.7131, loss: 1.7131 2020-07-03 14:15:22,959 - mmaction - INFO - Epoch [221][160/627] lr: 2.880e-02, eta: 5:10:55, time: 0.856, data_time: 0.011, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7178, loss: 1.7178 2020-07-03 14:15:40,014 - mmaction - INFO - Epoch [221][180/627] lr: 2.880e-02, eta: 5:10:38, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8343, loss: 1.8343 2020-07-03 14:15:57,590 - mmaction - INFO - Epoch [221][200/627] lr: 2.880e-02, eta: 5:10:22, time: 0.878, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.6780, loss: 1.6780 2020-07-03 14:16:14,669 - mmaction - INFO - Epoch [221][220/627] lr: 2.880e-02, eta: 5:10:05, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7039, loss: 1.7039 2020-07-03 14:16:32,224 - mmaction - INFO - Epoch [221][240/627] lr: 2.880e-02, eta: 5:09:49, time: 0.879, data_time: 0.004, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.7011, loss: 1.7011 2020-07-03 14:16:49,682 - mmaction - INFO - Epoch [221][260/627] lr: 2.880e-02, eta: 5:09:32, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6214, loss: 1.6214 2020-07-03 14:17:06,316 - mmaction - INFO - Epoch [221][280/627] lr: 2.880e-02, eta: 5:09:16, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7656, loss_cls: 1.8941, loss: 1.8941 2020-07-03 14:17:23,008 - mmaction - INFO - Epoch [221][300/627] lr: 2.880e-02, eta: 5:08:59, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8080, loss: 1.8080 2020-07-03 14:17:40,001 - mmaction - INFO - Epoch [221][320/627] lr: 2.880e-02, eta: 5:08:43, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.5711, loss: 1.5711 2020-07-03 14:17:56,568 - mmaction - INFO - Epoch [221][340/627] lr: 2.880e-02, eta: 5:08:26, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5488, loss: 1.5488 2020-07-03 14:18:13,272 - mmaction - INFO - Epoch [221][360/627] lr: 2.880e-02, eta: 5:08:09, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7719, loss_cls: 1.7744, loss: 1.7744 2020-07-03 14:18:30,205 - mmaction - INFO - Epoch [221][380/627] lr: 2.880e-02, eta: 5:07:53, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7319, loss: 1.7319 2020-07-03 14:18:47,054 - mmaction - INFO - Epoch [221][400/627] lr: 2.880e-02, eta: 5:07:36, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7071, loss: 1.7071 2020-07-03 14:19:11,894 - mmaction - INFO - Epoch [221][420/627] lr: 2.880e-02, eta: 5:07:22, time: 1.240, data_time: 0.001, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.7462, loss: 1.7462 2020-07-03 14:19:28,422 - mmaction - INFO - Epoch [221][440/627] lr: 2.880e-02, eta: 5:07:05, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7286, loss: 1.7286 2020-07-03 14:19:45,375 - mmaction - INFO - Epoch [221][460/627] lr: 2.880e-02, eta: 5:06:48, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.7906, loss_cls: 1.7324, loss: 1.7324 2020-07-03 14:20:02,478 - mmaction - INFO - Epoch [221][480/627] lr: 2.880e-02, eta: 5:06:32, time: 0.854, data_time: 0.001, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6517, loss: 1.6517 2020-07-03 14:20:19,703 - mmaction - INFO - Epoch [221][500/627] lr: 2.880e-02, eta: 5:06:15, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8281, loss_cls: 1.5853, loss: 1.5853 2020-07-03 14:20:35,938 - mmaction - INFO - Epoch [221][520/627] lr: 2.880e-02, eta: 5:05:59, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7719, loss_cls: 1.8346, loss: 1.8346 2020-07-03 14:20:52,961 - mmaction - INFO - Epoch [221][540/627] lr: 2.880e-02, eta: 5:05:42, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.8157, loss: 1.8157 2020-07-03 14:21:10,250 - mmaction - INFO - Epoch [221][560/627] lr: 2.880e-02, eta: 5:05:25, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8114, loss: 1.8114 2020-07-03 14:21:26,858 - mmaction - INFO - Epoch [221][580/627] lr: 2.880e-02, eta: 5:05:09, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.6666, loss: 1.6666 2020-07-03 14:21:43,609 - mmaction - INFO - Epoch [221][600/627] lr: 2.880e-02, eta: 5:04:52, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5794, loss: 1.5794 2020-07-03 14:21:59,714 - mmaction - INFO - Epoch [221][620/627] lr: 2.880e-02, eta: 5:04:35, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.7901, loss: 1.7901 2020-07-03 14:22:27,814 - mmaction - INFO - Epoch [222][20/627] lr: 2.725e-02, eta: 5:04:13, time: 1.138, data_time: 0.320, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.5819, loss: 1.5819 2020-07-03 14:22:45,275 - mmaction - INFO - Epoch [222][40/627] lr: 2.725e-02, eta: 5:03:57, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.6610, loss: 1.6610 2020-07-03 14:23:02,081 - mmaction - INFO - Epoch [222][60/627] lr: 2.725e-02, eta: 5:03:40, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.5916, loss: 1.5916 2020-07-03 14:23:19,061 - mmaction - INFO - Epoch [222][80/627] lr: 2.725e-02, eta: 5:03:23, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9115, loss: 1.9115 2020-07-03 14:23:36,895 - mmaction - INFO - Epoch [222][100/627] lr: 2.725e-02, eta: 5:03:07, time: 0.889, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.6341, loss: 1.6341 2020-07-03 14:23:53,409 - mmaction - INFO - Epoch [222][120/627] lr: 2.725e-02, eta: 5:02:50, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.6911, loss: 1.6911 2020-07-03 14:24:10,429 - mmaction - INFO - Epoch [222][140/627] lr: 2.725e-02, eta: 5:02:34, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.6352, loss: 1.6352 2020-07-03 14:24:28,444 - mmaction - INFO - Epoch [222][160/627] lr: 2.725e-02, eta: 5:02:17, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6527, loss: 1.6527 2020-07-03 14:24:48,471 - mmaction - INFO - Epoch [222][180/627] lr: 2.725e-02, eta: 5:02:02, time: 1.058, data_time: 0.200, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8375, loss_cls: 1.5528, loss: 1.5528 2020-07-03 14:25:05,110 - mmaction - INFO - Epoch [222][200/627] lr: 2.725e-02, eta: 5:01:45, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5158, loss: 1.5158 2020-07-03 14:25:21,681 - mmaction - INFO - Epoch [222][220/627] lr: 2.725e-02, eta: 5:01:28, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5414, loss: 1.5414 2020-07-03 14:25:38,677 - mmaction - INFO - Epoch [222][240/627] lr: 2.725e-02, eta: 5:01:12, time: 0.851, data_time: 0.004, memory: 11097, top1_acc: 0.6125, top5_acc: 0.7844, loss_cls: 1.7939, loss: 1.7939 2020-07-03 14:25:55,857 - mmaction - INFO - Epoch [222][260/627] lr: 2.725e-02, eta: 5:00:55, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8730, loss: 1.8730 2020-07-03 14:26:12,999 - mmaction - INFO - Epoch [222][280/627] lr: 2.725e-02, eta: 5:00:39, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.7750, loss_cls: 1.8532, loss: 1.8532 2020-07-03 14:26:32,598 - mmaction - INFO - Epoch [222][300/627] lr: 2.725e-02, eta: 5:00:23, time: 1.007, data_time: 0.061, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7769, loss: 1.7769 2020-07-03 14:26:50,221 - mmaction - INFO - Epoch [222][320/627] lr: 2.725e-02, eta: 5:00:06, time: 0.879, data_time: 0.003, memory: 11097, top1_acc: 0.6031, top5_acc: 0.7875, loss_cls: 1.7603, loss: 1.7603 2020-07-03 14:27:07,488 - mmaction - INFO - Epoch [222][340/627] lr: 2.725e-02, eta: 4:59:50, time: 0.866, data_time: 0.005, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6788, loss: 1.6788 2020-07-03 14:27:24,605 - mmaction - INFO - Epoch [222][360/627] lr: 2.725e-02, eta: 4:59:33, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7509, loss: 1.7509 2020-07-03 14:27:41,729 - mmaction - INFO - Epoch [222][380/627] lr: 2.725e-02, eta: 4:59:17, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.6816, loss: 1.6816 2020-07-03 14:27:58,686 - mmaction - INFO - Epoch [222][400/627] lr: 2.725e-02, eta: 4:59:00, time: 0.852, data_time: 0.006, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8344, loss_cls: 1.5832, loss: 1.5832 2020-07-03 14:28:15,041 - mmaction - INFO - Epoch [222][420/627] lr: 2.725e-02, eta: 4:58:44, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.7325, loss: 1.7325 2020-07-03 14:28:31,958 - mmaction - INFO - Epoch [222][440/627] lr: 2.725e-02, eta: 4:58:27, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.6271, loss: 1.6271 2020-07-03 14:28:48,681 - mmaction - INFO - Epoch [222][460/627] lr: 2.725e-02, eta: 4:58:10, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.7232, loss: 1.7232 2020-07-03 14:29:05,967 - mmaction - INFO - Epoch [222][480/627] lr: 2.725e-02, eta: 4:57:54, time: 0.863, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.5759, loss: 1.5759 2020-07-03 14:29:23,136 - mmaction - INFO - Epoch [222][500/627] lr: 2.725e-02, eta: 4:57:37, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5868, loss: 1.5868 2020-07-03 14:29:39,408 - mmaction - INFO - Epoch [222][520/627] lr: 2.725e-02, eta: 4:57:21, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7719, loss_cls: 1.7826, loss: 1.7826 2020-07-03 14:29:56,804 - mmaction - INFO - Epoch [222][540/627] lr: 2.725e-02, eta: 4:57:04, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7298, loss: 1.7298 2020-07-03 14:30:12,932 - mmaction - INFO - Epoch [222][560/627] lr: 2.725e-02, eta: 4:56:47, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6969, loss: 1.6969 2020-07-03 14:30:30,281 - mmaction - INFO - Epoch [222][580/627] lr: 2.725e-02, eta: 4:56:31, time: 0.867, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.7754, loss: 1.7754 2020-07-03 14:30:47,493 - mmaction - INFO - Epoch [222][600/627] lr: 2.725e-02, eta: 4:56:14, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7094, loss: 1.7094 2020-07-03 14:31:04,596 - mmaction - INFO - Epoch [222][620/627] lr: 2.725e-02, eta: 4:55:58, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6933, loss: 1.6933 2020-07-03 14:31:33,770 - mmaction - INFO - Epoch [223][20/627] lr: 2.574e-02, eta: 4:55:36, time: 1.192, data_time: 0.304, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8111, loss: 1.8111 2020-07-03 14:31:51,366 - mmaction - INFO - Epoch [223][40/627] lr: 2.574e-02, eta: 4:55:19, time: 0.880, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.5951, loss: 1.5951 2020-07-03 14:32:08,651 - mmaction - INFO - Epoch [223][60/627] lr: 2.574e-02, eta: 4:55:03, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.6138, loss: 1.6138 2020-07-03 14:32:25,997 - mmaction - INFO - Epoch [223][80/627] lr: 2.574e-02, eta: 4:54:46, time: 0.869, data_time: 0.004, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7656, loss: 1.7656 2020-07-03 14:32:42,731 - mmaction - INFO - Epoch [223][100/627] lr: 2.574e-02, eta: 4:54:30, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.8215, loss: 1.8215 2020-07-03 14:32:59,771 - mmaction - INFO - Epoch [223][120/627] lr: 2.574e-02, eta: 4:54:13, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7688, loss_cls: 1.8760, loss: 1.8760 2020-07-03 14:33:17,009 - mmaction - INFO - Epoch [223][140/627] lr: 2.574e-02, eta: 4:53:57, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.7243, loss: 1.7243 2020-07-03 14:33:34,384 - mmaction - INFO - Epoch [223][160/627] lr: 2.574e-02, eta: 4:53:40, time: 0.870, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6211, loss: 1.6211 2020-07-03 14:33:51,432 - mmaction - INFO - Epoch [223][180/627] lr: 2.574e-02, eta: 4:53:24, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8469, loss_cls: 1.5530, loss: 1.5530 2020-07-03 14:34:08,642 - mmaction - INFO - Epoch [223][200/627] lr: 2.574e-02, eta: 4:53:07, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.7066, loss: 1.7066 2020-07-03 14:34:25,642 - mmaction - INFO - Epoch [223][220/627] lr: 2.574e-02, eta: 4:52:50, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.7624, loss: 1.7624 2020-07-03 14:34:42,261 - mmaction - INFO - Epoch [223][240/627] lr: 2.574e-02, eta: 4:52:34, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6361, loss: 1.6361 2020-07-03 14:34:59,243 - mmaction - INFO - Epoch [223][260/627] lr: 2.574e-02, eta: 4:52:17, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8094, loss_cls: 1.6033, loss: 1.6033 2020-07-03 14:35:16,476 - mmaction - INFO - Epoch [223][280/627] lr: 2.574e-02, eta: 4:52:01, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4809, loss: 1.4809 2020-07-03 14:35:33,075 - mmaction - INFO - Epoch [223][300/627] lr: 2.574e-02, eta: 4:51:44, time: 0.834, data_time: 0.006, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.5724, loss: 1.5724 2020-07-03 14:35:50,270 - mmaction - INFO - Epoch [223][320/627] lr: 2.574e-02, eta: 4:51:28, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7559, loss: 1.7559 2020-07-03 14:36:06,446 - mmaction - INFO - Epoch [223][340/627] lr: 2.574e-02, eta: 4:51:11, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.6261, loss: 1.6261 2020-07-03 14:36:23,971 - mmaction - INFO - Epoch [223][360/627] lr: 2.574e-02, eta: 4:50:54, time: 0.877, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7172, loss: 1.7172 2020-07-03 14:36:41,174 - mmaction - INFO - Epoch [223][380/627] lr: 2.574e-02, eta: 4:50:38, time: 0.860, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7096, loss: 1.7096 2020-07-03 14:36:57,781 - mmaction - INFO - Epoch [223][400/627] lr: 2.574e-02, eta: 4:50:21, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.7750, loss_cls: 1.8533, loss: 1.8533 2020-07-03 14:37:14,704 - mmaction - INFO - Epoch [223][420/627] lr: 2.574e-02, eta: 4:50:05, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6858, loss: 1.6858 2020-07-03 14:37:31,955 - mmaction - INFO - Epoch [223][440/627] lr: 2.574e-02, eta: 4:49:48, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7866, loss: 1.7866 2020-07-03 14:37:48,741 - mmaction - INFO - Epoch [223][460/627] lr: 2.574e-02, eta: 4:49:31, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.6450, loss: 1.6450 2020-07-03 14:38:05,667 - mmaction - INFO - Epoch [223][480/627] lr: 2.574e-02, eta: 4:49:15, time: 0.848, data_time: 0.004, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7906, loss_cls: 1.7122, loss: 1.7122 2020-07-03 14:38:22,496 - mmaction - INFO - Epoch [223][500/627] lr: 2.574e-02, eta: 4:48:58, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7625, loss_cls: 1.8747, loss: 1.8747 2020-07-03 14:38:39,656 - mmaction - INFO - Epoch [223][520/627] lr: 2.574e-02, eta: 4:48:42, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.7844, loss_cls: 1.6303, loss: 1.6303 2020-07-03 14:38:56,380 - mmaction - INFO - Epoch [223][540/627] lr: 2.574e-02, eta: 4:48:25, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.7992, loss: 1.7992 2020-07-03 14:39:12,542 - mmaction - INFO - Epoch [223][560/627] lr: 2.574e-02, eta: 4:48:08, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.5857, loss: 1.5857 2020-07-03 14:39:29,586 - mmaction - INFO - Epoch [223][580/627] lr: 2.574e-02, eta: 4:47:52, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7713, loss: 1.7713 2020-07-03 14:39:46,507 - mmaction - INFO - Epoch [223][600/627] lr: 2.574e-02, eta: 4:47:35, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9360, loss: 1.9360 2020-07-03 14:40:03,154 - mmaction - INFO - Epoch [223][620/627] lr: 2.574e-02, eta: 4:47:18, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8562, loss_cls: 1.5085, loss: 1.5085 2020-07-03 14:40:30,861 - mmaction - INFO - Epoch [224][20/627] lr: 2.427e-02, eta: 4:46:56, time: 1.121, data_time: 0.305, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5389, loss: 1.5389 2020-07-03 14:40:47,576 - mmaction - INFO - Epoch [224][40/627] lr: 2.427e-02, eta: 4:46:39, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.7365, loss: 1.7365 2020-07-03 14:41:05,147 - mmaction - INFO - Epoch [224][60/627] lr: 2.427e-02, eta: 4:46:23, time: 0.878, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6992, loss: 1.6992 2020-07-03 14:41:27,536 - mmaction - INFO - Epoch [224][80/627] lr: 2.427e-02, eta: 4:46:08, time: 1.118, data_time: 0.020, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5468, loss: 1.5468 2020-07-03 14:41:50,752 - mmaction - INFO - Epoch [224][100/627] lr: 2.427e-02, eta: 4:45:53, time: 1.160, data_time: 0.018, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7906, loss_cls: 1.7272, loss: 1.7272 2020-07-03 14:42:12,651 - mmaction - INFO - Epoch [224][120/627] lr: 2.427e-02, eta: 4:45:37, time: 1.096, data_time: 0.024, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5724, loss: 1.5724 2020-07-03 14:42:29,229 - mmaction - INFO - Epoch [224][140/627] lr: 2.427e-02, eta: 4:45:20, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5354, loss: 1.5354 2020-07-03 14:42:45,639 - mmaction - INFO - Epoch [224][160/627] lr: 2.427e-02, eta: 4:45:04, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4764, loss: 1.4764 2020-07-03 14:43:02,620 - mmaction - INFO - Epoch [224][180/627] lr: 2.427e-02, eta: 4:44:47, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.6940, loss: 1.6940 2020-07-03 14:43:19,403 - mmaction - INFO - Epoch [224][200/627] lr: 2.427e-02, eta: 4:44:31, time: 0.838, data_time: 0.001, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.6313, loss: 1.6313 2020-07-03 14:43:36,010 - mmaction - INFO - Epoch [224][220/627] lr: 2.427e-02, eta: 4:44:14, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.7906, loss_cls: 1.8095, loss: 1.8095 2020-07-03 14:43:53,176 - mmaction - INFO - Epoch [224][240/627] lr: 2.427e-02, eta: 4:43:57, time: 0.860, data_time: 0.004, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.6123, loss: 1.6123 2020-07-03 14:44:09,725 - mmaction - INFO - Epoch [224][260/627] lr: 2.427e-02, eta: 4:43:41, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.6969, loss: 1.6969 2020-07-03 14:44:26,183 - mmaction - INFO - Epoch [224][280/627] lr: 2.427e-02, eta: 4:43:24, time: 0.823, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.7425, loss: 1.7425 2020-07-03 14:44:42,968 - mmaction - INFO - Epoch [224][300/627] lr: 2.427e-02, eta: 4:43:07, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7656, loss_cls: 1.8930, loss: 1.8930 2020-07-03 14:45:00,057 - mmaction - INFO - Epoch [224][320/627] lr: 2.427e-02, eta: 4:42:51, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7719, loss_cls: 1.8053, loss: 1.8053 2020-07-03 14:45:17,240 - mmaction - INFO - Epoch [224][340/627] lr: 2.427e-02, eta: 4:42:34, time: 0.860, data_time: 0.004, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7192, loss: 1.7192 2020-07-03 14:45:34,283 - mmaction - INFO - Epoch [224][360/627] lr: 2.427e-02, eta: 4:42:18, time: 0.853, data_time: 0.004, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7315, loss: 1.7315 2020-07-03 14:45:50,846 - mmaction - INFO - Epoch [224][380/627] lr: 2.427e-02, eta: 4:42:01, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5842, loss: 1.5842 2020-07-03 14:46:07,632 - mmaction - INFO - Epoch [224][400/627] lr: 2.427e-02, eta: 4:41:44, time: 0.841, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4924, loss: 1.4924 2020-07-03 14:46:23,799 - mmaction - INFO - Epoch [224][420/627] lr: 2.427e-02, eta: 4:41:27, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8000, loss_cls: 1.8124, loss: 1.8124 2020-07-03 14:46:41,254 - mmaction - INFO - Epoch [224][440/627] lr: 2.427e-02, eta: 4:41:11, time: 0.872, data_time: 0.003, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.8524, loss: 1.8524 2020-07-03 14:46:58,192 - mmaction - INFO - Epoch [224][460/627] lr: 2.427e-02, eta: 4:40:54, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8000, loss_cls: 1.6688, loss: 1.6688 2020-07-03 14:47:14,706 - mmaction - INFO - Epoch [224][480/627] lr: 2.427e-02, eta: 4:40:38, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.7064, loss: 1.7064 2020-07-03 14:47:31,285 - mmaction - INFO - Epoch [224][500/627] lr: 2.427e-02, eta: 4:40:21, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8156, loss_cls: 1.7354, loss: 1.7354 2020-07-03 14:47:48,353 - mmaction - INFO - Epoch [224][520/627] lr: 2.427e-02, eta: 4:40:04, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8294, loss: 1.8294 2020-07-03 14:48:05,286 - mmaction - INFO - Epoch [224][540/627] lr: 2.427e-02, eta: 4:39:48, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.5914, loss: 1.5914 2020-07-03 14:48:22,106 - mmaction - INFO - Epoch [224][560/627] lr: 2.427e-02, eta: 4:39:31, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.5781, top5_acc: 0.8250, loss_cls: 1.6387, loss: 1.6387 2020-07-03 14:48:39,947 - mmaction - INFO - Epoch [224][580/627] lr: 2.427e-02, eta: 4:39:15, time: 0.893, data_time: 0.009, memory: 11097, top1_acc: 0.6031, top5_acc: 0.7844, loss_cls: 1.6793, loss: 1.6793 2020-07-03 14:48:56,789 - mmaction - INFO - Epoch [224][600/627] lr: 2.427e-02, eta: 4:38:58, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5733, loss: 1.5733 2020-07-03 14:49:13,684 - mmaction - INFO - Epoch [224][620/627] lr: 2.427e-02, eta: 4:38:42, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5608, loss: 1.5608 2020-07-03 14:49:18,920 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-07-03 14:49:42,363 - mmaction - INFO - Epoch [225][20/627] lr: 2.284e-02, eta: 4:38:19, time: 1.089, data_time: 0.255, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6817, loss: 1.6817 2020-07-03 14:49:59,367 - mmaction - INFO - Epoch [225][40/627] lr: 2.284e-02, eta: 4:38:02, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.6715, loss: 1.6715 2020-07-03 14:50:16,464 - mmaction - INFO - Epoch [225][60/627] lr: 2.284e-02, eta: 4:37:46, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.7812, loss_cls: 1.6552, loss: 1.6552 2020-07-03 14:50:42,984 - mmaction - INFO - Epoch [225][80/627] lr: 2.284e-02, eta: 4:37:31, time: 1.326, data_time: 0.002, memory: 11097, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9628, loss: 1.9628 2020-07-03 14:50:59,618 - mmaction - INFO - Epoch [225][100/627] lr: 2.284e-02, eta: 4:37:15, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6892, loss: 1.6892 2020-07-03 14:51:16,728 - mmaction - INFO - Epoch [225][120/627] lr: 2.284e-02, eta: 4:36:58, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6903, loss: 1.6903 2020-07-03 14:51:33,380 - mmaction - INFO - Epoch [225][140/627] lr: 2.284e-02, eta: 4:36:42, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6117, loss: 1.6117 2020-07-03 14:51:50,750 - mmaction - INFO - Epoch [225][160/627] lr: 2.284e-02, eta: 4:36:25, time: 0.868, data_time: 0.003, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.6859, loss: 1.6859 2020-07-03 14:52:07,759 - mmaction - INFO - Epoch [225][180/627] lr: 2.284e-02, eta: 4:36:09, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8125, loss_cls: 1.7140, loss: 1.7140 2020-07-03 14:52:24,945 - mmaction - INFO - Epoch [225][200/627] lr: 2.284e-02, eta: 4:35:52, time: 0.858, data_time: 0.001, memory: 11097, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9571, loss: 1.9571 2020-07-03 14:52:41,552 - mmaction - INFO - Epoch [225][220/627] lr: 2.284e-02, eta: 4:35:35, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 1.9046, loss: 1.9046 2020-07-03 14:53:00,398 - mmaction - INFO - Epoch [225][240/627] lr: 2.284e-02, eta: 4:35:19, time: 0.942, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.6972, loss: 1.6972 2020-07-03 14:53:17,692 - mmaction - INFO - Epoch [225][260/627] lr: 2.284e-02, eta: 4:35:03, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8500, loss_cls: 1.5309, loss: 1.5309 2020-07-03 14:53:34,858 - mmaction - INFO - Epoch [225][280/627] lr: 2.284e-02, eta: 4:34:46, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.7042, loss: 1.7042 2020-07-03 14:53:52,005 - mmaction - INFO - Epoch [225][300/627] lr: 2.284e-02, eta: 4:34:29, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6964, loss: 1.6964 2020-07-03 14:54:08,582 - mmaction - INFO - Epoch [225][320/627] lr: 2.284e-02, eta: 4:34:13, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.6768, loss: 1.6768 2020-07-03 14:54:24,855 - mmaction - INFO - Epoch [225][340/627] lr: 2.284e-02, eta: 4:33:56, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.6220, loss: 1.6220 2020-07-03 14:54:42,264 - mmaction - INFO - Epoch [225][360/627] lr: 2.284e-02, eta: 4:33:40, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.7899, loss: 1.7899 2020-07-03 14:54:58,882 - mmaction - INFO - Epoch [225][380/627] lr: 2.284e-02, eta: 4:33:23, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5786, loss: 1.5786 2020-07-03 14:55:16,066 - mmaction - INFO - Epoch [225][400/627] lr: 2.284e-02, eta: 4:33:06, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8267, loss: 1.8267 2020-07-03 14:55:32,394 - mmaction - INFO - Epoch [225][420/627] lr: 2.284e-02, eta: 4:32:50, time: 0.817, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7018, loss: 1.7018 2020-07-03 14:55:48,992 - mmaction - INFO - Epoch [225][440/627] lr: 2.284e-02, eta: 4:32:33, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.5662, loss: 1.5662 2020-07-03 14:56:05,994 - mmaction - INFO - Epoch [225][460/627] lr: 2.284e-02, eta: 4:32:16, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.5666, loss: 1.5666 2020-07-03 14:56:22,766 - mmaction - INFO - Epoch [225][480/627] lr: 2.284e-02, eta: 4:32:00, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.3708, loss: 1.3708 2020-07-03 14:56:39,417 - mmaction - INFO - Epoch [225][500/627] lr: 2.284e-02, eta: 4:31:43, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7890, loss: 1.7890 2020-07-03 14:56:55,962 - mmaction - INFO - Epoch [225][520/627] lr: 2.284e-02, eta: 4:31:26, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.7459, loss: 1.7459 2020-07-03 14:57:12,685 - mmaction - INFO - Epoch [225][540/627] lr: 2.284e-02, eta: 4:31:10, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8805, loss: 1.8805 2020-07-03 14:57:30,724 - mmaction - INFO - Epoch [225][560/627] lr: 2.284e-02, eta: 4:30:53, time: 0.902, data_time: 0.002, memory: 11097, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.8646, loss: 1.8646 2020-07-03 14:57:46,872 - mmaction - INFO - Epoch [225][580/627] lr: 2.284e-02, eta: 4:30:36, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8023, loss: 1.8023 2020-07-03 14:58:03,466 - mmaction - INFO - Epoch [225][600/627] lr: 2.284e-02, eta: 4:30:20, time: 0.830, data_time: 0.004, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.6122, loss: 1.6122 2020-07-03 14:58:19,612 - mmaction - INFO - Epoch [225][620/627] lr: 2.284e-02, eta: 4:30:03, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.5501, loss: 1.5501 2020-07-03 14:58:48,802 - mmaction - INFO - Epoch [226][20/627] lr: 2.145e-02, eta: 4:29:41, time: 1.193, data_time: 0.341, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.4772, loss: 1.4772 2020-07-03 14:59:05,467 - mmaction - INFO - Epoch [226][40/627] lr: 2.145e-02, eta: 4:29:24, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8023, loss: 1.8023 2020-07-03 14:59:22,426 - mmaction - INFO - Epoch [226][60/627] lr: 2.145e-02, eta: 4:29:08, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.5496, loss: 1.5496 2020-07-03 14:59:39,160 - mmaction - INFO - Epoch [226][80/627] lr: 2.145e-02, eta: 4:28:51, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.7844, loss_cls: 1.7413, loss: 1.7413 2020-07-03 14:59:55,873 - mmaction - INFO - Epoch [226][100/627] lr: 2.145e-02, eta: 4:28:34, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8406, loss_cls: 1.5304, loss: 1.5304 2020-07-03 15:00:20,212 - mmaction - INFO - Epoch [226][120/627] lr: 2.145e-02, eta: 4:28:19, time: 1.205, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6342, loss: 1.6342 2020-07-03 15:00:37,424 - mmaction - INFO - Epoch [226][140/627] lr: 2.145e-02, eta: 4:28:03, time: 0.872, data_time: 0.023, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5671, loss: 1.5671 2020-07-03 15:00:54,481 - mmaction - INFO - Epoch [226][160/627] lr: 2.145e-02, eta: 4:27:46, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8219, loss_cls: 1.5686, loss: 1.5686 2020-07-03 15:01:11,190 - mmaction - INFO - Epoch [226][180/627] lr: 2.145e-02, eta: 4:27:30, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.5714, loss: 1.5714 2020-07-03 15:01:27,496 - mmaction - INFO - Epoch [226][200/627] lr: 2.145e-02, eta: 4:27:13, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8000, loss_cls: 1.5671, loss: 1.5671 2020-07-03 15:01:43,647 - mmaction - INFO - Epoch [226][220/627] lr: 2.145e-02, eta: 4:26:56, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6188, loss: 1.6188 2020-07-03 15:02:00,879 - mmaction - INFO - Epoch [226][240/627] lr: 2.145e-02, eta: 4:26:39, time: 0.863, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8650, loss: 1.8650 2020-07-03 15:02:18,330 - mmaction - INFO - Epoch [226][260/627] lr: 2.145e-02, eta: 4:26:23, time: 0.872, data_time: 0.001, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7719, loss_cls: 1.7344, loss: 1.7344 2020-07-03 15:02:35,094 - mmaction - INFO - Epoch [226][280/627] lr: 2.145e-02, eta: 4:26:06, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8482, loss: 1.8482 2020-07-03 15:02:51,627 - mmaction - INFO - Epoch [226][300/627] lr: 2.145e-02, eta: 4:25:50, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8000, loss_cls: 1.5280, loss: 1.5280 2020-07-03 15:03:20,186 - mmaction - INFO - Epoch [226][320/627] lr: 2.145e-02, eta: 4:25:36, time: 1.428, data_time: 0.003, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8639, loss: 1.8639 2020-07-03 15:03:38,821 - mmaction - INFO - Epoch [226][340/627] lr: 2.145e-02, eta: 4:25:19, time: 0.931, data_time: 0.004, memory: 11097, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6941, loss: 1.6941 2020-07-03 15:03:55,168 - mmaction - INFO - Epoch [226][360/627] lr: 2.145e-02, eta: 4:25:03, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7359, loss: 1.7359 2020-07-03 15:04:12,527 - mmaction - INFO - Epoch [226][380/627] lr: 2.145e-02, eta: 4:24:46, time: 0.871, data_time: 0.017, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7543, loss: 1.7543 2020-07-03 15:04:29,879 - mmaction - INFO - Epoch [226][400/627] lr: 2.145e-02, eta: 4:24:30, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6312, loss: 1.6312 2020-07-03 15:04:46,537 - mmaction - INFO - Epoch [226][420/627] lr: 2.145e-02, eta: 4:24:13, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7484, loss: 1.7484 2020-07-03 15:05:03,569 - mmaction - INFO - Epoch [226][440/627] lr: 2.145e-02, eta: 4:23:56, time: 0.852, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6455, loss: 1.6455 2020-07-03 15:05:20,137 - mmaction - INFO - Epoch [226][460/627] lr: 2.145e-02, eta: 4:23:40, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.5758, loss: 1.5758 2020-07-03 15:05:37,076 - mmaction - INFO - Epoch [226][480/627] lr: 2.145e-02, eta: 4:23:23, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.6340, loss: 1.6340 2020-07-03 15:05:54,310 - mmaction - INFO - Epoch [226][500/627] lr: 2.145e-02, eta: 4:23:06, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7266, loss: 1.7266 2020-07-03 15:06:10,529 - mmaction - INFO - Epoch [226][520/627] lr: 2.145e-02, eta: 4:22:50, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5526, loss: 1.5526 2020-07-03 15:06:27,112 - mmaction - INFO - Epoch [226][540/627] lr: 2.145e-02, eta: 4:22:33, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8125, loss_cls: 1.5360, loss: 1.5360 2020-07-03 15:06:43,753 - mmaction - INFO - Epoch [226][560/627] lr: 2.145e-02, eta: 4:22:16, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5935, loss: 1.5935 2020-07-03 15:07:00,671 - mmaction - INFO - Epoch [226][580/627] lr: 2.145e-02, eta: 4:22:00, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8580, loss: 1.8580 2020-07-03 15:07:17,232 - mmaction - INFO - Epoch [226][600/627] lr: 2.145e-02, eta: 4:21:43, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.4473, loss: 1.4473 2020-07-03 15:07:33,822 - mmaction - INFO - Epoch [226][620/627] lr: 2.145e-02, eta: 4:21:26, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5452, loss: 1.5452 2020-07-03 15:08:05,978 - mmaction - INFO - Epoch [227][20/627] lr: 2.010e-02, eta: 4:21:05, time: 1.343, data_time: 0.531, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7719, loss_cls: 1.8546, loss: 1.8546 2020-07-03 15:08:22,739 - mmaction - INFO - Epoch [227][40/627] lr: 2.010e-02, eta: 4:20:48, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.8625, loss: 1.8625 2020-07-03 15:08:39,451 - mmaction - INFO - Epoch [227][60/627] lr: 2.010e-02, eta: 4:20:31, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7875, loss_cls: 1.7312, loss: 1.7312 2020-07-03 15:08:56,389 - mmaction - INFO - Epoch [227][80/627] lr: 2.010e-02, eta: 4:20:15, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.7324, loss: 1.7324 2020-07-03 15:09:13,120 - mmaction - INFO - Epoch [227][100/627] lr: 2.010e-02, eta: 4:19:58, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.4981, loss: 1.4981 2020-07-03 15:09:29,895 - mmaction - INFO - Epoch [227][120/627] lr: 2.010e-02, eta: 4:19:41, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8125, loss_cls: 1.5636, loss: 1.5636 2020-07-03 15:09:46,467 - mmaction - INFO - Epoch [227][140/627] lr: 2.010e-02, eta: 4:19:25, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6428, loss: 1.6428 2020-07-03 15:10:04,024 - mmaction - INFO - Epoch [227][160/627] lr: 2.010e-02, eta: 4:19:08, time: 0.878, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.7937, loss_cls: 1.6473, loss: 1.6473 2020-07-03 15:10:21,153 - mmaction - INFO - Epoch [227][180/627] lr: 2.010e-02, eta: 4:18:52, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.6457, loss: 1.6457 2020-07-03 15:10:38,301 - mmaction - INFO - Epoch [227][200/627] lr: 2.010e-02, eta: 4:18:35, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.6583, loss: 1.6583 2020-07-03 15:10:54,502 - mmaction - INFO - Epoch [227][220/627] lr: 2.010e-02, eta: 4:18:18, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6185, loss: 1.6185 2020-07-03 15:11:17,017 - mmaction - INFO - Epoch [227][240/627] lr: 2.010e-02, eta: 4:18:03, time: 1.124, data_time: 0.092, memory: 11097, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.8064, loss: 1.8064 2020-07-03 15:11:33,315 - mmaction - INFO - Epoch [227][260/627] lr: 2.010e-02, eta: 4:17:46, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5053, loss: 1.5053 2020-07-03 15:11:50,436 - mmaction - INFO - Epoch [227][280/627] lr: 2.010e-02, eta: 4:17:30, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5914, loss: 1.5914 2020-07-03 15:12:07,386 - mmaction - INFO - Epoch [227][300/627] lr: 2.010e-02, eta: 4:17:13, time: 0.845, data_time: 0.001, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.7349, loss: 1.7349 2020-07-03 15:12:24,859 - mmaction - INFO - Epoch [227][320/627] lr: 2.010e-02, eta: 4:16:56, time: 0.874, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.6030, loss: 1.6030 2020-07-03 15:12:42,135 - mmaction - INFO - Epoch [227][340/627] lr: 2.010e-02, eta: 4:16:40, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7018, loss: 1.7018 2020-07-03 15:12:58,326 - mmaction - INFO - Epoch [227][360/627] lr: 2.010e-02, eta: 4:16:23, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5510, loss: 1.5510 2020-07-03 15:13:16,048 - mmaction - INFO - Epoch [227][380/627] lr: 2.010e-02, eta: 4:16:07, time: 0.885, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5829, loss: 1.5829 2020-07-03 15:13:32,695 - mmaction - INFO - Epoch [227][400/627] lr: 2.010e-02, eta: 4:15:50, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8031, loss_cls: 1.6660, loss: 1.6660 2020-07-03 15:13:49,680 - mmaction - INFO - Epoch [227][420/627] lr: 2.010e-02, eta: 4:15:33, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.6906, loss: 1.6906 2020-07-03 15:14:06,290 - mmaction - INFO - Epoch [227][440/627] lr: 2.010e-02, eta: 4:15:17, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7844, loss_cls: 1.8495, loss: 1.8495 2020-07-03 15:14:22,401 - mmaction - INFO - Epoch [227][460/627] lr: 2.010e-02, eta: 4:15:00, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6648, loss: 1.6648 2020-07-03 15:14:39,068 - mmaction - INFO - Epoch [227][480/627] lr: 2.010e-02, eta: 4:14:43, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.6125, top5_acc: 0.7656, loss_cls: 1.8304, loss: 1.8304 2020-07-03 15:14:55,269 - mmaction - INFO - Epoch [227][500/627] lr: 2.010e-02, eta: 4:14:26, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.6942, loss: 1.6942 2020-07-03 15:15:11,413 - mmaction - INFO - Epoch [227][520/627] lr: 2.010e-02, eta: 4:14:10, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5052, loss: 1.5052 2020-07-03 15:15:28,539 - mmaction - INFO - Epoch [227][540/627] lr: 2.010e-02, eta: 4:13:53, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4746, loss: 1.4746 2020-07-03 15:15:45,331 - mmaction - INFO - Epoch [227][560/627] lr: 2.010e-02, eta: 4:13:36, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6486, loss: 1.6486 2020-07-03 15:16:02,182 - mmaction - INFO - Epoch [227][580/627] lr: 2.010e-02, eta: 4:13:20, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.8084, loss: 1.8084 2020-07-03 15:16:19,919 - mmaction - INFO - Epoch [227][600/627] lr: 2.010e-02, eta: 4:13:03, time: 0.885, data_time: 0.001, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6776, loss: 1.6776 2020-07-03 15:16:36,428 - mmaction - INFO - Epoch [227][620/627] lr: 2.010e-02, eta: 4:12:47, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5518, loss: 1.5518 2020-07-03 15:17:07,897 - mmaction - INFO - Epoch [228][20/627] lr: 1.880e-02, eta: 4:12:25, time: 1.307, data_time: 0.312, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8250, loss_cls: 1.4700, loss: 1.4700 2020-07-03 15:17:24,370 - mmaction - INFO - Epoch [228][40/627] lr: 1.880e-02, eta: 4:12:08, time: 0.827, data_time: 0.006, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6266, loss: 1.6266 2020-07-03 15:17:41,860 - mmaction - INFO - Epoch [228][60/627] lr: 1.880e-02, eta: 4:11:52, time: 0.875, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.5237, loss: 1.5237 2020-07-03 15:17:58,852 - mmaction - INFO - Epoch [228][80/627] lr: 1.880e-02, eta: 4:11:35, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6391, loss: 1.6391 2020-07-03 15:18:15,424 - mmaction - INFO - Epoch [228][100/627] lr: 1.880e-02, eta: 4:11:18, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.4853, loss: 1.4853 2020-07-03 15:18:32,088 - mmaction - INFO - Epoch [228][120/627] lr: 1.880e-02, eta: 4:11:02, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6096, loss: 1.6096 2020-07-03 15:18:49,471 - mmaction - INFO - Epoch [228][140/627] lr: 1.880e-02, eta: 4:10:45, time: 0.868, data_time: 0.001, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6211, loss: 1.6211 2020-07-03 15:19:06,280 - mmaction - INFO - Epoch [228][160/627] lr: 1.880e-02, eta: 4:10:28, time: 0.840, data_time: 0.004, memory: 11097, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7961, loss: 1.7961 2020-07-03 15:19:22,722 - mmaction - INFO - Epoch [228][180/627] lr: 1.880e-02, eta: 4:10:12, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5448, loss: 1.5448 2020-07-03 15:19:39,766 - mmaction - INFO - Epoch [228][200/627] lr: 1.880e-02, eta: 4:09:55, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.6299, loss: 1.6299 2020-07-03 15:19:56,371 - mmaction - INFO - Epoch [228][220/627] lr: 1.880e-02, eta: 4:09:38, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.6068, loss: 1.6068 2020-07-03 15:20:13,494 - mmaction - INFO - Epoch [228][240/627] lr: 1.880e-02, eta: 4:09:22, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.4832, loss: 1.4832 2020-07-03 15:20:30,577 - mmaction - INFO - Epoch [228][260/627] lr: 1.880e-02, eta: 4:09:05, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8031, loss_cls: 1.6362, loss: 1.6362 2020-07-03 15:20:47,683 - mmaction - INFO - Epoch [228][280/627] lr: 1.880e-02, eta: 4:08:49, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7449, loss: 1.7449 2020-07-03 15:21:04,890 - mmaction - INFO - Epoch [228][300/627] lr: 1.880e-02, eta: 4:08:32, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6533, loss: 1.6533 2020-07-03 15:21:21,006 - mmaction - INFO - Epoch [228][320/627] lr: 1.880e-02, eta: 4:08:15, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.6263, loss: 1.6263 2020-07-03 15:21:38,268 - mmaction - INFO - Epoch [228][340/627] lr: 1.880e-02, eta: 4:07:59, time: 0.863, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6537, loss: 1.6537 2020-07-03 15:21:54,820 - mmaction - INFO - Epoch [228][360/627] lr: 1.880e-02, eta: 4:07:42, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4879, loss: 1.4879 2020-07-03 15:22:11,194 - mmaction - INFO - Epoch [228][380/627] lr: 1.880e-02, eta: 4:07:25, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.6124, loss: 1.6124 2020-07-03 15:22:27,317 - mmaction - INFO - Epoch [228][400/627] lr: 1.880e-02, eta: 4:07:09, time: 0.807, data_time: 0.003, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7029, loss: 1.7029 2020-07-03 15:22:44,363 - mmaction - INFO - Epoch [228][420/627] lr: 1.880e-02, eta: 4:06:52, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4504, loss: 1.4504 2020-07-03 15:23:01,686 - mmaction - INFO - Epoch [228][440/627] lr: 1.880e-02, eta: 4:06:35, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8000, loss_cls: 1.6464, loss: 1.6464 2020-07-03 15:23:17,784 - mmaction - INFO - Epoch [228][460/627] lr: 1.880e-02, eta: 4:06:19, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6723, loss: 1.6723 2020-07-03 15:23:35,299 - mmaction - INFO - Epoch [228][480/627] lr: 1.880e-02, eta: 4:06:02, time: 0.876, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5560, loss: 1.5560 2020-07-03 15:23:51,948 - mmaction - INFO - Epoch [228][500/627] lr: 1.880e-02, eta: 4:05:45, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.5656, top5_acc: 0.7531, loss_cls: 1.9282, loss: 1.9282 2020-07-03 15:24:08,565 - mmaction - INFO - Epoch [228][520/627] lr: 1.880e-02, eta: 4:05:29, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6756, loss: 1.6756 2020-07-03 15:24:25,430 - mmaction - INFO - Epoch [228][540/627] lr: 1.880e-02, eta: 4:05:12, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7910, loss: 1.7910 2020-07-03 15:24:42,432 - mmaction - INFO - Epoch [228][560/627] lr: 1.880e-02, eta: 4:04:55, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.7678, loss: 1.7678 2020-07-03 15:24:58,985 - mmaction - INFO - Epoch [228][580/627] lr: 1.880e-02, eta: 4:04:39, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.4505, loss: 1.4505 2020-07-03 15:25:16,093 - mmaction - INFO - Epoch [228][600/627] lr: 1.880e-02, eta: 4:04:22, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8031, loss_cls: 1.7052, loss: 1.7052 2020-07-03 15:25:32,703 - mmaction - INFO - Epoch [228][620/627] lr: 1.880e-02, eta: 4:04:05, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4833, loss: 1.4833 2020-07-03 15:25:37,960 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-07-03 15:26:02,600 - mmaction - INFO - Epoch [229][20/627] lr: 1.754e-02, eta: 4:03:43, time: 1.135, data_time: 0.311, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7777, loss: 1.7777 2020-07-03 15:26:19,841 - mmaction - INFO - Epoch [229][40/627] lr: 1.754e-02, eta: 4:03:26, time: 0.861, data_time: 0.001, memory: 11097, top1_acc: 0.5969, top5_acc: 0.7906, loss_cls: 1.8297, loss: 1.8297 2020-07-03 15:26:36,089 - mmaction - INFO - Epoch [229][60/627] lr: 1.754e-02, eta: 4:03:10, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.8316, loss: 1.8316 2020-07-03 15:26:57,075 - mmaction - INFO - Epoch [229][80/627] lr: 1.754e-02, eta: 4:02:54, time: 1.050, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8219, loss_cls: 1.5039, loss: 1.5039 2020-07-03 15:27:14,804 - mmaction - INFO - Epoch [229][100/627] lr: 1.754e-02, eta: 4:02:37, time: 0.886, data_time: 0.001, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5529, loss: 1.5529 2020-07-03 15:27:31,157 - mmaction - INFO - Epoch [229][120/627] lr: 1.754e-02, eta: 4:02:21, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4953, loss: 1.4953 2020-07-03 15:27:48,311 - mmaction - INFO - Epoch [229][140/627] lr: 1.754e-02, eta: 4:02:04, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5597, loss: 1.5597 2020-07-03 15:28:06,126 - mmaction - INFO - Epoch [229][160/627] lr: 1.754e-02, eta: 4:01:48, time: 0.891, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4204, loss: 1.4204 2020-07-03 15:28:23,318 - mmaction - INFO - Epoch [229][180/627] lr: 1.754e-02, eta: 4:01:31, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5669, loss: 1.5669 2020-07-03 15:28:39,488 - mmaction - INFO - Epoch [229][200/627] lr: 1.754e-02, eta: 4:01:14, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5814, loss: 1.5814 2020-07-03 15:28:56,713 - mmaction - INFO - Epoch [229][220/627] lr: 1.754e-02, eta: 4:00:58, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8094, loss_cls: 1.5844, loss: 1.5844 2020-07-03 15:29:12,824 - mmaction - INFO - Epoch [229][240/627] lr: 1.754e-02, eta: 4:00:41, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.7294, loss: 1.7294 2020-07-03 15:29:29,968 - mmaction - INFO - Epoch [229][260/627] lr: 1.754e-02, eta: 4:00:24, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4202, loss: 1.4202 2020-07-03 15:29:46,580 - mmaction - INFO - Epoch [229][280/627] lr: 1.754e-02, eta: 4:00:08, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5880, loss: 1.5880 2020-07-03 15:30:03,622 - mmaction - INFO - Epoch [229][300/627] lr: 1.754e-02, eta: 3:59:51, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.5983, loss: 1.5983 2020-07-03 15:30:20,212 - mmaction - INFO - Epoch [229][320/627] lr: 1.754e-02, eta: 3:59:34, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.5960, loss: 1.5960 2020-07-03 15:30:37,198 - mmaction - INFO - Epoch [229][340/627] lr: 1.754e-02, eta: 3:59:18, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4292, loss: 1.4292 2020-07-03 15:30:54,906 - mmaction - INFO - Epoch [229][360/627] lr: 1.754e-02, eta: 3:59:01, time: 0.886, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.7812, loss_cls: 1.7372, loss: 1.7372 2020-07-03 15:31:11,625 - mmaction - INFO - Epoch [229][380/627] lr: 1.754e-02, eta: 3:58:44, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7688, loss_cls: 1.7335, loss: 1.7335 2020-07-03 15:31:28,423 - mmaction - INFO - Epoch [229][400/627] lr: 1.754e-02, eta: 3:58:28, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.8070, loss: 1.8070 2020-07-03 15:31:45,921 - mmaction - INFO - Epoch [229][420/627] lr: 1.754e-02, eta: 3:58:11, time: 0.875, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.5728, loss: 1.5728 2020-07-03 15:32:02,557 - mmaction - INFO - Epoch [229][440/627] lr: 1.754e-02, eta: 3:57:55, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.5401, loss: 1.5401 2020-07-03 15:32:20,142 - mmaction - INFO - Epoch [229][460/627] lr: 1.754e-02, eta: 3:57:38, time: 0.879, data_time: 0.003, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5711, loss: 1.5711 2020-07-03 15:32:37,400 - mmaction - INFO - Epoch [229][480/627] lr: 1.754e-02, eta: 3:57:22, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6892, loss: 1.6892 2020-07-03 15:32:54,444 - mmaction - INFO - Epoch [229][500/627] lr: 1.754e-02, eta: 3:57:05, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6868, loss: 1.6868 2020-07-03 15:33:11,221 - mmaction - INFO - Epoch [229][520/627] lr: 1.754e-02, eta: 3:56:48, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8094, loss_cls: 1.6672, loss: 1.6672 2020-07-03 15:33:27,373 - mmaction - INFO - Epoch [229][540/627] lr: 1.754e-02, eta: 3:56:31, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.6655, loss: 1.6655 2020-07-03 15:33:44,706 - mmaction - INFO - Epoch [229][560/627] lr: 1.754e-02, eta: 3:56:15, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5869, loss: 1.5869 2020-07-03 15:34:02,318 - mmaction - INFO - Epoch [229][580/627] lr: 1.754e-02, eta: 3:55:58, time: 0.881, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8156, loss_cls: 1.5910, loss: 1.5910 2020-07-03 15:34:22,054 - mmaction - INFO - Epoch [229][600/627] lr: 1.754e-02, eta: 3:55:42, time: 0.988, data_time: 0.003, memory: 11097, top1_acc: 0.5781, top5_acc: 0.7500, loss_cls: 1.9320, loss: 1.9320 2020-07-03 15:34:39,639 - mmaction - INFO - Epoch [229][620/627] lr: 1.754e-02, eta: 3:55:26, time: 0.880, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6354, loss: 1.6354 2020-07-03 15:35:07,543 - mmaction - INFO - Epoch [230][20/627] lr: 1.632e-02, eta: 3:55:03, time: 1.130, data_time: 0.311, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3212, loss: 1.3212 2020-07-03 15:35:24,823 - mmaction - INFO - Epoch [230][40/627] lr: 1.632e-02, eta: 3:54:47, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6808, loss: 1.6808 2020-07-03 15:35:41,466 - mmaction - INFO - Epoch [230][60/627] lr: 1.632e-02, eta: 3:54:30, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.5555, loss: 1.5555 2020-07-03 15:35:58,134 - mmaction - INFO - Epoch [230][80/627] lr: 1.632e-02, eta: 3:54:13, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3828, loss: 1.3828 2020-07-03 15:36:15,115 - mmaction - INFO - Epoch [230][100/627] lr: 1.632e-02, eta: 3:53:57, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6181, loss: 1.6181 2020-07-03 15:36:32,416 - mmaction - INFO - Epoch [230][120/627] lr: 1.632e-02, eta: 3:53:40, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4862, loss: 1.4862 2020-07-03 15:36:48,564 - mmaction - INFO - Epoch [230][140/627] lr: 1.632e-02, eta: 3:53:23, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.8151, loss: 1.8151 2020-07-03 15:37:05,422 - mmaction - INFO - Epoch [230][160/627] lr: 1.632e-02, eta: 3:53:07, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.6058, loss: 1.6058 2020-07-03 15:37:21,982 - mmaction - INFO - Epoch [230][180/627] lr: 1.632e-02, eta: 3:52:50, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.5601, loss: 1.5601 2020-07-03 15:37:38,140 - mmaction - INFO - Epoch [230][200/627] lr: 1.632e-02, eta: 3:52:33, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.7906, loss_cls: 1.6040, loss: 1.6040 2020-07-03 15:37:55,577 - mmaction - INFO - Epoch [230][220/627] lr: 1.632e-02, eta: 3:52:17, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6955, loss: 1.6955 2020-07-03 15:38:13,005 - mmaction - INFO - Epoch [230][240/627] lr: 1.632e-02, eta: 3:52:00, time: 0.872, data_time: 0.012, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5442, loss: 1.5442 2020-07-03 15:38:29,566 - mmaction - INFO - Epoch [230][260/627] lr: 1.632e-02, eta: 3:51:43, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8281, loss_cls: 1.4236, loss: 1.4236 2020-07-03 15:38:46,965 - mmaction - INFO - Epoch [230][280/627] lr: 1.632e-02, eta: 3:51:27, time: 0.871, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8281, loss_cls: 1.4355, loss: 1.4355 2020-07-03 15:39:03,862 - mmaction - INFO - Epoch [230][300/627] lr: 1.632e-02, eta: 3:51:10, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.4880, loss: 1.4880 2020-07-03 15:39:20,483 - mmaction - INFO - Epoch [230][320/627] lr: 1.632e-02, eta: 3:50:54, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5592, loss: 1.5592 2020-07-03 15:39:37,794 - mmaction - INFO - Epoch [230][340/627] lr: 1.632e-02, eta: 3:50:37, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7236, loss: 1.7236 2020-07-03 15:39:54,645 - mmaction - INFO - Epoch [230][360/627] lr: 1.632e-02, eta: 3:50:20, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6319, loss: 1.6319 2020-07-03 15:40:11,398 - mmaction - INFO - Epoch [230][380/627] lr: 1.632e-02, eta: 3:50:04, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8063, loss_cls: 1.5365, loss: 1.5365 2020-07-03 15:40:27,998 - mmaction - INFO - Epoch [230][400/627] lr: 1.632e-02, eta: 3:49:47, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7956, loss: 1.7956 2020-07-03 15:40:44,210 - mmaction - INFO - Epoch [230][420/627] lr: 1.632e-02, eta: 3:49:30, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.4969, loss: 1.4969 2020-07-03 15:41:01,525 - mmaction - INFO - Epoch [230][440/627] lr: 1.632e-02, eta: 3:49:14, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.5864, loss: 1.5864 2020-07-03 15:41:17,768 - mmaction - INFO - Epoch [230][460/627] lr: 1.632e-02, eta: 3:48:57, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4709, loss: 1.4709 2020-07-03 15:41:35,025 - mmaction - INFO - Epoch [230][480/627] lr: 1.632e-02, eta: 3:48:40, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4430, loss: 1.4430 2020-07-03 15:41:51,750 - mmaction - INFO - Epoch [230][500/627] lr: 1.632e-02, eta: 3:48:24, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.5717, loss: 1.5717 2020-07-03 15:42:08,977 - mmaction - INFO - Epoch [230][520/627] lr: 1.632e-02, eta: 3:48:07, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.5782, loss: 1.5782 2020-07-03 15:42:25,609 - mmaction - INFO - Epoch [230][540/627] lr: 1.632e-02, eta: 3:47:50, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4679, loss: 1.4679 2020-07-03 15:42:41,756 - mmaction - INFO - Epoch [230][560/627] lr: 1.632e-02, eta: 3:47:34, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5022, loss: 1.5022 2020-07-03 15:42:58,967 - mmaction - INFO - Epoch [230][580/627] lr: 1.632e-02, eta: 3:47:17, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4116, loss: 1.4116 2020-07-03 15:43:15,704 - mmaction - INFO - Epoch [230][600/627] lr: 1.632e-02, eta: 3:47:00, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.7785, loss: 1.7785 2020-07-03 15:43:32,179 - mmaction - INFO - Epoch [230][620/627] lr: 1.632e-02, eta: 3:46:44, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6592, loss: 1.6592 2020-07-03 15:44:00,329 - mmaction - INFO - Epoch [231][20/627] lr: 1.514e-02, eta: 3:46:21, time: 1.141, data_time: 0.325, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3445, loss: 1.3445 2020-07-03 15:44:17,390 - mmaction - INFO - Epoch [231][40/627] lr: 1.514e-02, eta: 3:46:05, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8313, loss_cls: 1.5398, loss: 1.5398 2020-07-03 15:44:33,850 - mmaction - INFO - Epoch [231][60/627] lr: 1.514e-02, eta: 3:45:48, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5137, loss: 1.5137 2020-07-03 15:44:50,461 - mmaction - INFO - Epoch [231][80/627] lr: 1.514e-02, eta: 3:45:31, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6442, loss: 1.6442 2020-07-03 15:45:07,197 - mmaction - INFO - Epoch [231][100/627] lr: 1.514e-02, eta: 3:45:14, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6389, loss: 1.6389 2020-07-03 15:45:23,229 - mmaction - INFO - Epoch [231][120/627] lr: 1.514e-02, eta: 3:44:58, time: 0.802, data_time: 0.003, memory: 11097, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7094, loss: 1.7094 2020-07-03 15:45:41,006 - mmaction - INFO - Epoch [231][140/627] lr: 1.514e-02, eta: 3:44:41, time: 0.881, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3758, loss: 1.3758 2020-07-03 15:45:58,267 - mmaction - INFO - Epoch [231][160/627] lr: 1.514e-02, eta: 3:44:25, time: 0.871, data_time: 0.017, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3511, loss: 1.3511 2020-07-03 15:46:14,857 - mmaction - INFO - Epoch [231][180/627] lr: 1.514e-02, eta: 3:44:08, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.5380, loss: 1.5380 2020-07-03 15:46:31,686 - mmaction - INFO - Epoch [231][200/627] lr: 1.514e-02, eta: 3:43:51, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4411, loss: 1.4411 2020-07-03 15:46:48,463 - mmaction - INFO - Epoch [231][220/627] lr: 1.514e-02, eta: 3:43:35, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.7906, loss_cls: 1.5632, loss: 1.5632 2020-07-03 15:47:05,514 - mmaction - INFO - Epoch [231][240/627] lr: 1.514e-02, eta: 3:43:18, time: 0.851, data_time: 0.001, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5546, loss: 1.5546 2020-07-03 15:47:22,427 - mmaction - INFO - Epoch [231][260/627] lr: 1.514e-02, eta: 3:43:01, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5678, loss: 1.5678 2020-07-03 15:47:39,146 - mmaction - INFO - Epoch [231][280/627] lr: 1.514e-02, eta: 3:42:45, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4660, loss: 1.4660 2020-07-03 15:47:56,163 - mmaction - INFO - Epoch [231][300/627] lr: 1.514e-02, eta: 3:42:28, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5467, loss: 1.5467 2020-07-03 15:48:12,690 - mmaction - INFO - Epoch [231][320/627] lr: 1.514e-02, eta: 3:42:11, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6219, loss: 1.6219 2020-07-03 15:48:30,200 - mmaction - INFO - Epoch [231][340/627] lr: 1.514e-02, eta: 3:41:55, time: 0.873, data_time: 0.004, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8000, loss_cls: 1.5558, loss: 1.5558 2020-07-03 15:48:46,544 - mmaction - INFO - Epoch [231][360/627] lr: 1.514e-02, eta: 3:41:38, time: 0.820, data_time: 0.006, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4619, loss: 1.4619 2020-07-03 15:49:03,074 - mmaction - INFO - Epoch [231][380/627] lr: 1.514e-02, eta: 3:41:21, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.6392, loss: 1.6392 2020-07-03 15:49:20,105 - mmaction - INFO - Epoch [231][400/627] lr: 1.514e-02, eta: 3:41:05, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.6765, loss: 1.6765 2020-07-03 15:49:36,965 - mmaction - INFO - Epoch [231][420/627] lr: 1.514e-02, eta: 3:40:48, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.5051, loss: 1.5051 2020-07-03 15:49:53,996 - mmaction - INFO - Epoch [231][440/627] lr: 1.514e-02, eta: 3:40:31, time: 0.852, data_time: 0.010, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4891, loss: 1.4891 2020-07-03 15:50:10,699 - mmaction - INFO - Epoch [231][460/627] lr: 1.514e-02, eta: 3:40:15, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5233, loss: 1.5233 2020-07-03 15:50:27,780 - mmaction - INFO - Epoch [231][480/627] lr: 1.514e-02, eta: 3:39:58, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3846, loss: 1.3846 2020-07-03 15:50:44,744 - mmaction - INFO - Epoch [231][500/627] lr: 1.514e-02, eta: 3:39:41, time: 0.824, data_time: 0.005, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8250, loss_cls: 1.4554, loss: 1.4554 2020-07-03 15:51:02,544 - mmaction - INFO - Epoch [231][520/627] lr: 1.514e-02, eta: 3:39:25, time: 0.916, data_time: 0.043, memory: 11097, top1_acc: 0.6125, top5_acc: 0.7969, loss_cls: 1.6788, loss: 1.6788 2020-07-03 15:51:19,572 - mmaction - INFO - Epoch [231][540/627] lr: 1.514e-02, eta: 3:39:08, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.7017, loss: 1.7017 2020-07-03 15:51:36,404 - mmaction - INFO - Epoch [231][560/627] lr: 1.514e-02, eta: 3:38:52, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8094, loss_cls: 1.6421, loss: 1.6421 2020-07-03 15:51:53,126 - mmaction - INFO - Epoch [231][580/627] lr: 1.514e-02, eta: 3:38:35, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6609, loss: 1.6609 2020-07-03 15:52:10,204 - mmaction - INFO - Epoch [231][600/627] lr: 1.514e-02, eta: 3:38:18, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8063, loss_cls: 1.7071, loss: 1.7071 2020-07-03 15:52:27,068 - mmaction - INFO - Epoch [231][620/627] lr: 1.514e-02, eta: 3:38:02, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5597, loss: 1.5597 2020-07-03 15:52:54,823 - mmaction - INFO - Epoch [232][20/627] lr: 1.401e-02, eta: 3:37:39, time: 1.122, data_time: 0.306, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8344, loss_cls: 1.4514, loss: 1.4514 2020-07-03 15:53:12,189 - mmaction - INFO - Epoch [232][40/627] lr: 1.401e-02, eta: 3:37:23, time: 0.869, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.6749, loss: 1.6749 2020-07-03 15:53:28,365 - mmaction - INFO - Epoch [232][60/627] lr: 1.401e-02, eta: 3:37:06, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.5975, loss: 1.5975 2020-07-03 15:53:45,104 - mmaction - INFO - Epoch [232][80/627] lr: 1.401e-02, eta: 3:36:49, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7761, loss: 1.7761 2020-07-03 15:54:02,333 - mmaction - INFO - Epoch [232][100/627] lr: 1.401e-02, eta: 3:36:33, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5208, loss: 1.5208 2020-07-03 15:54:19,306 - mmaction - INFO - Epoch [232][120/627] lr: 1.401e-02, eta: 3:36:16, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.7969, loss_cls: 1.7158, loss: 1.7158 2020-07-03 15:54:36,504 - mmaction - INFO - Epoch [232][140/627] lr: 1.401e-02, eta: 3:35:59, time: 0.862, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.5008, loss: 1.5008 2020-07-03 15:54:53,671 - mmaction - INFO - Epoch [232][160/627] lr: 1.401e-02, eta: 3:35:43, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.6101, loss: 1.6101 2020-07-03 15:55:10,340 - mmaction - INFO - Epoch [232][180/627] lr: 1.401e-02, eta: 3:35:26, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8000, loss_cls: 1.7556, loss: 1.7556 2020-07-03 15:55:26,633 - mmaction - INFO - Epoch [232][200/627] lr: 1.401e-02, eta: 3:35:09, time: 0.816, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.5875, loss: 1.5875 2020-07-03 15:55:43,634 - mmaction - INFO - Epoch [232][220/627] lr: 1.401e-02, eta: 3:34:53, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8562, loss_cls: 1.4764, loss: 1.4764 2020-07-03 15:56:01,280 - mmaction - INFO - Epoch [232][240/627] lr: 1.401e-02, eta: 3:34:36, time: 0.883, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.5431, loss: 1.5431 2020-07-03 15:56:18,182 - mmaction - INFO - Epoch [232][260/627] lr: 1.401e-02, eta: 3:34:20, time: 0.845, data_time: 0.001, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.6025, loss: 1.6025 2020-07-03 15:56:35,240 - mmaction - INFO - Epoch [232][280/627] lr: 1.401e-02, eta: 3:34:03, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8156, loss_cls: 1.5768, loss: 1.5768 2020-07-03 15:56:54,219 - mmaction - INFO - Epoch [232][300/627] lr: 1.401e-02, eta: 3:33:47, time: 0.948, data_time: 0.001, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4718, loss: 1.4718 2020-07-03 15:57:19,295 - mmaction - INFO - Epoch [232][320/627] lr: 1.401e-02, eta: 3:33:31, time: 1.187, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5749, loss: 1.5749 2020-07-03 15:57:35,997 - mmaction - INFO - Epoch [232][340/627] lr: 1.401e-02, eta: 3:33:15, time: 0.902, data_time: 0.078, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8094, loss_cls: 1.7660, loss: 1.7660 2020-07-03 15:57:52,268 - mmaction - INFO - Epoch [232][360/627] lr: 1.401e-02, eta: 3:32:58, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3521, loss: 1.3521 2020-07-03 15:58:08,830 - mmaction - INFO - Epoch [232][380/627] lr: 1.401e-02, eta: 3:32:41, time: 0.828, data_time: 0.007, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.8102, loss: 1.8102 2020-07-03 15:58:25,657 - mmaction - INFO - Epoch [232][400/627] lr: 1.401e-02, eta: 3:32:25, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.8076, loss: 1.8076 2020-07-03 15:58:41,852 - mmaction - INFO - Epoch [232][420/627] lr: 1.401e-02, eta: 3:32:08, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.5221, loss: 1.5221 2020-07-03 15:58:58,965 - mmaction - INFO - Epoch [232][440/627] lr: 1.401e-02, eta: 3:31:51, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.7116, loss: 1.7116 2020-07-03 15:59:15,676 - mmaction - INFO - Epoch [232][460/627] lr: 1.401e-02, eta: 3:31:34, time: 0.839, data_time: 0.005, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5642, loss: 1.5642 2020-07-03 15:59:32,620 - mmaction - INFO - Epoch [232][480/627] lr: 1.401e-02, eta: 3:31:18, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8094, loss_cls: 1.5214, loss: 1.5214 2020-07-03 15:59:49,670 - mmaction - INFO - Epoch [232][500/627] lr: 1.401e-02, eta: 3:31:01, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.6022, loss: 1.6022 2020-07-03 16:00:14,549 - mmaction - INFO - Epoch [232][520/627] lr: 1.401e-02, eta: 3:30:46, time: 1.223, data_time: 0.003, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6052, loss: 1.6052 2020-07-03 16:00:31,511 - mmaction - INFO - Epoch [232][540/627] lr: 1.401e-02, eta: 3:30:29, time: 0.869, data_time: 0.040, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6522, loss: 1.6522 2020-07-03 16:00:51,183 - mmaction - INFO - Epoch [232][560/627] lr: 1.401e-02, eta: 3:30:13, time: 0.984, data_time: 0.002, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6919, loss: 1.6919 2020-07-03 16:01:07,879 - mmaction - INFO - Epoch [232][580/627] lr: 1.401e-02, eta: 3:29:56, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8187, loss_cls: 1.5091, loss: 1.5091 2020-07-03 16:01:24,093 - mmaction - INFO - Epoch [232][600/627] lr: 1.401e-02, eta: 3:29:40, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8031, loss_cls: 1.6176, loss: 1.6176 2020-07-03 16:01:41,035 - mmaction - INFO - Epoch [232][620/627] lr: 1.401e-02, eta: 3:29:23, time: 0.850, data_time: 0.004, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4914, loss: 1.4914 2020-07-03 16:01:46,427 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-07-03 16:02:11,916 - mmaction - INFO - Epoch [233][20/627] lr: 1.292e-02, eta: 3:29:01, time: 1.197, data_time: 0.362, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6272, loss: 1.6272 2020-07-03 16:02:29,494 - mmaction - INFO - Epoch [233][40/627] lr: 1.292e-02, eta: 3:28:44, time: 0.879, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4236, loss: 1.4236 2020-07-03 16:02:46,136 - mmaction - INFO - Epoch [233][60/627] lr: 1.292e-02, eta: 3:28:27, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8031, loss_cls: 1.6245, loss: 1.6245 2020-07-03 16:03:03,040 - mmaction - INFO - Epoch [233][80/627] lr: 1.292e-02, eta: 3:28:11, time: 0.846, data_time: 0.004, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6417, loss: 1.6417 2020-07-03 16:03:20,026 - mmaction - INFO - Epoch [233][100/627] lr: 1.292e-02, eta: 3:27:54, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8219, loss_cls: 1.5086, loss: 1.5086 2020-07-03 16:03:37,028 - mmaction - INFO - Epoch [233][120/627] lr: 1.292e-02, eta: 3:27:38, time: 0.849, data_time: 0.001, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5989, loss: 1.5989 2020-07-03 16:03:53,665 - mmaction - INFO - Epoch [233][140/627] lr: 1.292e-02, eta: 3:27:21, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.4316, loss: 1.4316 2020-07-03 16:04:10,413 - mmaction - INFO - Epoch [233][160/627] lr: 1.292e-02, eta: 3:27:04, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8063, loss_cls: 1.5561, loss: 1.5561 2020-07-03 16:04:26,548 - mmaction - INFO - Epoch [233][180/627] lr: 1.292e-02, eta: 3:26:47, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3901, loss: 1.3901 2020-07-03 16:04:43,498 - mmaction - INFO - Epoch [233][200/627] lr: 1.292e-02, eta: 3:26:31, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4144, loss: 1.4144 2020-07-03 16:04:59,624 - mmaction - INFO - Epoch [233][220/627] lr: 1.292e-02, eta: 3:26:14, time: 0.808, data_time: 0.004, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3917, loss: 1.3917 2020-07-03 16:05:16,674 - mmaction - INFO - Epoch [233][240/627] lr: 1.292e-02, eta: 3:25:57, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4638, loss: 1.4638 2020-07-03 16:05:33,212 - mmaction - INFO - Epoch [233][260/627] lr: 1.292e-02, eta: 3:25:41, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8344, loss_cls: 1.4612, loss: 1.4612 2020-07-03 16:05:50,019 - mmaction - INFO - Epoch [233][280/627] lr: 1.292e-02, eta: 3:25:24, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.3987, loss: 1.3987 2020-07-03 16:06:06,503 - mmaction - INFO - Epoch [233][300/627] lr: 1.292e-02, eta: 3:25:07, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5458, loss: 1.5458 2020-07-03 16:06:23,554 - mmaction - INFO - Epoch [233][320/627] lr: 1.292e-02, eta: 3:24:51, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3917, loss: 1.3917 2020-07-03 16:06:40,037 - mmaction - INFO - Epoch [233][340/627] lr: 1.292e-02, eta: 3:24:34, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5818, loss: 1.5818 2020-07-03 16:06:56,376 - mmaction - INFO - Epoch [233][360/627] lr: 1.292e-02, eta: 3:24:17, time: 0.817, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6930, loss: 1.6930 2020-07-03 16:07:12,572 - mmaction - INFO - Epoch [233][380/627] lr: 1.292e-02, eta: 3:24:00, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.6438, top5_acc: 0.7937, loss_cls: 1.6413, loss: 1.6413 2020-07-03 16:07:29,145 - mmaction - INFO - Epoch [233][400/627] lr: 1.292e-02, eta: 3:23:44, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4516, loss: 1.4516 2020-07-03 16:07:46,659 - mmaction - INFO - Epoch [233][420/627] lr: 1.292e-02, eta: 3:23:27, time: 0.875, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5143, loss: 1.5143 2020-07-03 16:08:03,159 - mmaction - INFO - Epoch [233][440/627] lr: 1.292e-02, eta: 3:23:10, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3406, loss: 1.3406 2020-07-03 16:08:19,900 - mmaction - INFO - Epoch [233][460/627] lr: 1.292e-02, eta: 3:22:54, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4164, loss: 1.4164 2020-07-03 16:08:36,928 - mmaction - INFO - Epoch [233][480/627] lr: 1.292e-02, eta: 3:22:37, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5525, loss: 1.5525 2020-07-03 16:08:53,573 - mmaction - INFO - Epoch [233][500/627] lr: 1.292e-02, eta: 3:22:20, time: 0.832, data_time: 0.001, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5660, loss: 1.5660 2020-07-03 16:09:10,745 - mmaction - INFO - Epoch [233][520/627] lr: 1.292e-02, eta: 3:22:04, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4793, loss: 1.4793 2020-07-03 16:09:26,848 - mmaction - INFO - Epoch [233][540/627] lr: 1.292e-02, eta: 3:21:47, time: 0.805, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8219, loss_cls: 1.5099, loss: 1.5099 2020-07-03 16:09:43,832 - mmaction - INFO - Epoch [233][560/627] lr: 1.292e-02, eta: 3:21:30, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4730, loss: 1.4730 2020-07-03 16:10:01,104 - mmaction - INFO - Epoch [233][580/627] lr: 1.292e-02, eta: 3:21:14, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4236, loss: 1.4236 2020-07-03 16:10:18,731 - mmaction - INFO - Epoch [233][600/627] lr: 1.292e-02, eta: 3:20:57, time: 0.880, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5903, loss: 1.5903 2020-07-03 16:10:35,111 - mmaction - INFO - Epoch [233][620/627] lr: 1.292e-02, eta: 3:20:40, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5037, loss: 1.5037 2020-07-03 16:11:03,197 - mmaction - INFO - Epoch [234][20/627] lr: 1.187e-02, eta: 3:20:18, time: 1.138, data_time: 0.301, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.4014, loss: 1.4014 2020-07-03 16:11:20,376 - mmaction - INFO - Epoch [234][40/627] lr: 1.187e-02, eta: 3:20:01, time: 0.859, data_time: 0.001, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4462, loss: 1.4462 2020-07-03 16:11:37,012 - mmaction - INFO - Epoch [234][60/627] lr: 1.187e-02, eta: 3:19:45, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4029, loss: 1.4029 2020-07-03 16:11:53,231 - mmaction - INFO - Epoch [234][80/627] lr: 1.187e-02, eta: 3:19:28, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3892, loss: 1.3892 2020-07-03 16:12:10,057 - mmaction - INFO - Epoch [234][100/627] lr: 1.187e-02, eta: 3:19:11, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.4092, loss: 1.4092 2020-07-03 16:12:27,058 - mmaction - INFO - Epoch [234][120/627] lr: 1.187e-02, eta: 3:18:54, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4970, loss: 1.4970 2020-07-03 16:12:44,399 - mmaction - INFO - Epoch [234][140/627] lr: 1.187e-02, eta: 3:18:38, time: 0.867, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5335, loss: 1.5335 2020-07-03 16:13:00,562 - mmaction - INFO - Epoch [234][160/627] lr: 1.187e-02, eta: 3:18:21, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5499, loss: 1.5499 2020-07-03 16:13:17,769 - mmaction - INFO - Epoch [234][180/627] lr: 1.187e-02, eta: 3:18:04, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4147, loss: 1.4147 2020-07-03 16:13:34,696 - mmaction - INFO - Epoch [234][200/627] lr: 1.187e-02, eta: 3:17:48, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.5072, loss: 1.5072 2020-07-03 16:13:51,815 - mmaction - INFO - Epoch [234][220/627] lr: 1.187e-02, eta: 3:17:31, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.7875, loss_cls: 1.6714, loss: 1.6714 2020-07-03 16:14:08,409 - mmaction - INFO - Epoch [234][240/627] lr: 1.187e-02, eta: 3:17:15, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6335, loss: 1.6335 2020-07-03 16:14:25,274 - mmaction - INFO - Epoch [234][260/627] lr: 1.187e-02, eta: 3:16:58, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.6609, loss: 1.6609 2020-07-03 16:14:41,505 - mmaction - INFO - Epoch [234][280/627] lr: 1.187e-02, eta: 3:16:41, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.6685, loss: 1.6685 2020-07-03 16:14:58,628 - mmaction - INFO - Epoch [234][300/627] lr: 1.187e-02, eta: 3:16:24, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8125, loss_cls: 1.5795, loss: 1.5795 2020-07-03 16:15:15,587 - mmaction - INFO - Epoch [234][320/627] lr: 1.187e-02, eta: 3:16:08, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8719, loss_cls: 1.4534, loss: 1.4534 2020-07-03 16:15:32,182 - mmaction - INFO - Epoch [234][340/627] lr: 1.187e-02, eta: 3:15:51, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.5039, loss: 1.5039 2020-07-03 16:15:48,845 - mmaction - INFO - Epoch [234][360/627] lr: 1.187e-02, eta: 3:15:34, time: 0.833, data_time: 0.004, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4911, loss: 1.4911 2020-07-03 16:16:06,037 - mmaction - INFO - Epoch [234][380/627] lr: 1.187e-02, eta: 3:15:18, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.6176, loss: 1.6176 2020-07-03 16:16:22,252 - mmaction - INFO - Epoch [234][400/627] lr: 1.187e-02, eta: 3:15:01, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.5218, loss: 1.5218 2020-07-03 16:16:38,893 - mmaction - INFO - Epoch [234][420/627] lr: 1.187e-02, eta: 3:14:44, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5440, loss: 1.5440 2020-07-03 16:16:55,305 - mmaction - INFO - Epoch [234][440/627] lr: 1.187e-02, eta: 3:14:28, time: 0.820, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.5641, loss: 1.5641 2020-07-03 16:17:12,297 - mmaction - INFO - Epoch [234][460/627] lr: 1.187e-02, eta: 3:14:11, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.3305, loss: 1.3305 2020-07-03 16:17:29,585 - mmaction - INFO - Epoch [234][480/627] lr: 1.187e-02, eta: 3:13:54, time: 0.866, data_time: 0.004, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4155, loss: 1.4155 2020-07-03 16:17:45,931 - mmaction - INFO - Epoch [234][500/627] lr: 1.187e-02, eta: 3:13:38, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6482, loss: 1.6482 2020-07-03 16:18:02,433 - mmaction - INFO - Epoch [234][520/627] lr: 1.187e-02, eta: 3:13:21, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.5491, loss: 1.5491 2020-07-03 16:18:19,101 - mmaction - INFO - Epoch [234][540/627] lr: 1.187e-02, eta: 3:13:04, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4884, loss: 1.4884 2020-07-03 16:18:36,491 - mmaction - INFO - Epoch [234][560/627] lr: 1.187e-02, eta: 3:12:48, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.5322, loss: 1.5322 2020-07-03 16:18:53,419 - mmaction - INFO - Epoch [234][580/627] lr: 1.187e-02, eta: 3:12:31, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4984, loss: 1.4984 2020-07-03 16:19:09,934 - mmaction - INFO - Epoch [234][600/627] lr: 1.187e-02, eta: 3:12:14, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8219, loss_cls: 1.4616, loss: 1.4616 2020-07-03 16:19:26,076 - mmaction - INFO - Epoch [234][620/627] lr: 1.187e-02, eta: 3:11:57, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3596, loss: 1.3596 2020-07-03 16:19:54,890 - mmaction - INFO - Epoch [235][20/627] lr: 1.087e-02, eta: 3:11:35, time: 1.173, data_time: 0.368, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3822, loss: 1.3822 2020-07-03 16:20:12,012 - mmaction - INFO - Epoch [235][40/627] lr: 1.087e-02, eta: 3:11:18, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.4330, loss: 1.4330 2020-07-03 16:20:29,109 - mmaction - INFO - Epoch [235][60/627] lr: 1.087e-02, eta: 3:11:02, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5311, loss: 1.5311 2020-07-03 16:20:45,614 - mmaction - INFO - Epoch [235][80/627] lr: 1.087e-02, eta: 3:10:45, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7447, loss: 1.7447 2020-07-03 16:21:02,246 - mmaction - INFO - Epoch [235][100/627] lr: 1.087e-02, eta: 3:10:28, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5507, loss: 1.5507 2020-07-03 16:21:19,244 - mmaction - INFO - Epoch [235][120/627] lr: 1.087e-02, eta: 3:10:12, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4530, loss: 1.4530 2020-07-03 16:21:35,817 - mmaction - INFO - Epoch [235][140/627] lr: 1.087e-02, eta: 3:09:55, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.4408, loss: 1.4408 2020-07-03 16:21:52,433 - mmaction - INFO - Epoch [235][160/627] lr: 1.087e-02, eta: 3:09:38, time: 0.831, data_time: 0.004, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4840, loss: 1.4840 2020-07-03 16:22:09,107 - mmaction - INFO - Epoch [235][180/627] lr: 1.087e-02, eta: 3:09:22, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8562, loss_cls: 1.5053, loss: 1.5053 2020-07-03 16:22:25,508 - mmaction - INFO - Epoch [235][200/627] lr: 1.087e-02, eta: 3:09:05, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.6094, top5_acc: 0.8375, loss_cls: 1.5270, loss: 1.5270 2020-07-03 16:22:42,450 - mmaction - INFO - Epoch [235][220/627] lr: 1.087e-02, eta: 3:08:48, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8156, loss_cls: 1.5718, loss: 1.5718 2020-07-03 16:22:59,629 - mmaction - INFO - Epoch [235][240/627] lr: 1.087e-02, eta: 3:08:32, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4561, loss: 1.4561 2020-07-03 16:23:16,205 - mmaction - INFO - Epoch [235][260/627] lr: 1.087e-02, eta: 3:08:15, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8469, loss_cls: 1.4066, loss: 1.4066 2020-07-03 16:23:33,149 - mmaction - INFO - Epoch [235][280/627] lr: 1.087e-02, eta: 3:07:58, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.4838, loss: 1.4838 2020-07-03 16:23:50,203 - mmaction - INFO - Epoch [235][300/627] lr: 1.087e-02, eta: 3:07:42, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4313, loss: 1.4313 2020-07-03 16:24:07,272 - mmaction - INFO - Epoch [235][320/627] lr: 1.087e-02, eta: 3:07:25, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.7969, loss_cls: 1.6942, loss: 1.6942 2020-07-03 16:24:24,316 - mmaction - INFO - Epoch [235][340/627] lr: 1.087e-02, eta: 3:07:08, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4816, loss: 1.4816 2020-07-03 16:24:41,338 - mmaction - INFO - Epoch [235][360/627] lr: 1.087e-02, eta: 3:06:52, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6451, loss: 1.6451 2020-07-03 16:24:57,632 - mmaction - INFO - Epoch [235][380/627] lr: 1.087e-02, eta: 3:06:35, time: 0.815, data_time: 0.004, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.5435, loss: 1.5435 2020-07-03 16:25:17,585 - mmaction - INFO - Epoch [235][400/627] lr: 1.087e-02, eta: 3:06:19, time: 0.934, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4521, loss: 1.4521 2020-07-03 16:25:39,096 - mmaction - INFO - Epoch [235][420/627] lr: 1.087e-02, eta: 3:06:03, time: 1.139, data_time: 0.231, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4325, loss: 1.4325 2020-07-03 16:25:55,229 - mmaction - INFO - Epoch [235][440/627] lr: 1.087e-02, eta: 3:05:46, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8094, loss_cls: 1.5509, loss: 1.5509 2020-07-03 16:26:11,977 - mmaction - INFO - Epoch [235][460/627] lr: 1.087e-02, eta: 3:05:29, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.5772, loss: 1.5772 2020-07-03 16:26:29,645 - mmaction - INFO - Epoch [235][480/627] lr: 1.087e-02, eta: 3:05:13, time: 0.884, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8438, loss_cls: 1.3642, loss: 1.3642 2020-07-03 16:26:46,664 - mmaction - INFO - Epoch [235][500/627] lr: 1.087e-02, eta: 3:04:56, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.4337, loss: 1.4337 2020-07-03 16:27:03,868 - mmaction - INFO - Epoch [235][520/627] lr: 1.087e-02, eta: 3:04:39, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3961, loss: 1.3961 2020-07-03 16:27:20,517 - mmaction - INFO - Epoch [235][540/627] lr: 1.087e-02, eta: 3:04:23, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.5965, loss: 1.5965 2020-07-03 16:27:37,864 - mmaction - INFO - Epoch [235][560/627] lr: 1.087e-02, eta: 3:04:06, time: 0.869, data_time: 0.003, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5382, loss: 1.5382 2020-07-03 16:27:56,336 - mmaction - INFO - Epoch [235][580/627] lr: 1.087e-02, eta: 3:03:50, time: 0.923, data_time: 0.001, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4063, loss: 1.4063 2020-07-03 16:28:13,386 - mmaction - INFO - Epoch [235][600/627] lr: 1.087e-02, eta: 3:03:33, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.4917, loss: 1.4917 2020-07-03 16:28:30,052 - mmaction - INFO - Epoch [235][620/627] lr: 1.087e-02, eta: 3:03:16, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4243, loss: 1.4243 2020-07-03 16:28:57,965 - mmaction - INFO - Epoch [236][20/627] lr: 9.907e-03, eta: 3:02:54, time: 1.132, data_time: 0.298, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4138, loss: 1.4138 2020-07-03 16:29:14,938 - mmaction - INFO - Epoch [236][40/627] lr: 9.907e-03, eta: 3:02:37, time: 0.838, data_time: 0.001, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.5280, loss: 1.5280 2020-07-03 16:29:34,483 - mmaction - INFO - Epoch [236][60/627] lr: 9.907e-03, eta: 3:02:21, time: 0.987, data_time: 0.072, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8125, loss_cls: 1.4998, loss: 1.4998 2020-07-03 16:29:51,120 - mmaction - INFO - Epoch [236][80/627] lr: 9.907e-03, eta: 3:02:04, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.5070, loss: 1.5070 2020-07-03 16:30:07,293 - mmaction - INFO - Epoch [236][100/627] lr: 9.907e-03, eta: 3:01:47, time: 0.811, data_time: 0.005, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5337, loss: 1.5337 2020-07-03 16:30:24,238 - mmaction - INFO - Epoch [236][120/627] lr: 9.907e-03, eta: 3:01:31, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.5063, loss: 1.5063 2020-07-03 16:30:41,258 - mmaction - INFO - Epoch [236][140/627] lr: 9.907e-03, eta: 3:01:14, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8344, loss_cls: 1.4039, loss: 1.4039 2020-07-03 16:30:57,446 - mmaction - INFO - Epoch [236][160/627] lr: 9.907e-03, eta: 3:00:57, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.6156, top5_acc: 0.7937, loss_cls: 1.5980, loss: 1.5980 2020-07-03 16:31:14,634 - mmaction - INFO - Epoch [236][180/627] lr: 9.907e-03, eta: 3:00:41, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.3716, loss: 1.3716 2020-07-03 16:31:31,600 - mmaction - INFO - Epoch [236][200/627] lr: 9.907e-03, eta: 3:00:24, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8031, loss_cls: 1.5767, loss: 1.5767 2020-07-03 16:31:48,878 - mmaction - INFO - Epoch [236][220/627] lr: 9.907e-03, eta: 3:00:07, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8250, loss_cls: 1.4891, loss: 1.4891 2020-07-03 16:32:05,853 - mmaction - INFO - Epoch [236][240/627] lr: 9.907e-03, eta: 2:59:51, time: 0.852, data_time: 0.008, memory: 11097, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7012, loss: 1.7012 2020-07-03 16:32:25,424 - mmaction - INFO - Epoch [236][260/627] lr: 9.907e-03, eta: 2:59:34, time: 0.981, data_time: 0.064, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4169, loss: 1.4169 2020-07-03 16:32:42,566 - mmaction - INFO - Epoch [236][280/627] lr: 9.907e-03, eta: 2:59:18, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.4428, loss: 1.4428 2020-07-03 16:32:58,722 - mmaction - INFO - Epoch [236][300/627] lr: 9.907e-03, eta: 2:59:01, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3101, loss: 1.3101 2020-07-03 16:33:15,630 - mmaction - INFO - Epoch [236][320/627] lr: 9.907e-03, eta: 2:58:44, time: 0.845, data_time: 0.001, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.6034, loss: 1.6034 2020-07-03 16:33:32,207 - mmaction - INFO - Epoch [236][340/627] lr: 9.907e-03, eta: 2:58:28, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5344, loss: 1.5344 2020-07-03 16:33:49,234 - mmaction - INFO - Epoch [236][360/627] lr: 9.907e-03, eta: 2:58:11, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6708, loss: 1.6708 2020-07-03 16:34:05,583 - mmaction - INFO - Epoch [236][380/627] lr: 9.907e-03, eta: 2:57:54, time: 0.817, data_time: 0.001, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5518, loss: 1.5518 2020-07-03 16:34:24,936 - mmaction - INFO - Epoch [236][400/627] lr: 9.907e-03, eta: 2:57:38, time: 0.966, data_time: 0.006, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8000, loss_cls: 1.7020, loss: 1.7020 2020-07-03 16:34:41,580 - mmaction - INFO - Epoch [236][420/627] lr: 9.907e-03, eta: 2:57:21, time: 0.834, data_time: 0.004, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6220, loss: 1.6220 2020-07-03 16:34:58,630 - mmaction - INFO - Epoch [236][440/627] lr: 9.907e-03, eta: 2:57:05, time: 0.852, data_time: 0.006, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.4179, loss: 1.4179 2020-07-03 16:35:15,203 - mmaction - INFO - Epoch [236][460/627] lr: 9.907e-03, eta: 2:56:48, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5525, loss: 1.5525 2020-07-03 16:35:32,192 - mmaction - INFO - Epoch [236][480/627] lr: 9.907e-03, eta: 2:56:31, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2932, loss: 1.2932 2020-07-03 16:35:49,571 - mmaction - INFO - Epoch [236][500/627] lr: 9.907e-03, eta: 2:56:15, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.5589, loss: 1.5589 2020-07-03 16:36:06,930 - mmaction - INFO - Epoch [236][520/627] lr: 9.907e-03, eta: 2:55:58, time: 0.867, data_time: 0.001, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4395, loss: 1.4395 2020-07-03 16:36:23,188 - mmaction - INFO - Epoch [236][540/627] lr: 9.907e-03, eta: 2:55:41, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8250, loss_cls: 1.4888, loss: 1.4888 2020-07-03 16:36:39,775 - mmaction - INFO - Epoch [236][560/627] lr: 9.907e-03, eta: 2:55:25, time: 0.832, data_time: 0.005, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4562, loss: 1.4562 2020-07-03 16:36:57,043 - mmaction - INFO - Epoch [236][580/627] lr: 9.907e-03, eta: 2:55:08, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.5178, loss: 1.5178 2020-07-03 16:37:13,443 - mmaction - INFO - Epoch [236][600/627] lr: 9.907e-03, eta: 2:54:51, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3972, loss: 1.3972 2020-07-03 16:37:30,675 - mmaction - INFO - Epoch [236][620/627] lr: 9.907e-03, eta: 2:54:35, time: 0.871, data_time: 0.019, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6383, loss: 1.6383 2020-07-03 16:37:35,939 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-07-03 16:37:59,243 - mmaction - INFO - Epoch [237][20/627] lr: 8.991e-03, eta: 2:54:12, time: 1.118, data_time: 0.303, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2720, loss: 1.2720 2020-07-03 16:38:16,456 - mmaction - INFO - Epoch [237][40/627] lr: 8.991e-03, eta: 2:53:55, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.6156, top5_acc: 0.8469, loss_cls: 1.4797, loss: 1.4797 2020-07-03 16:38:33,926 - mmaction - INFO - Epoch [237][60/627] lr: 8.991e-03, eta: 2:53:39, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.4894, loss: 1.4894 2020-07-03 16:38:50,502 - mmaction - INFO - Epoch [237][80/627] lr: 8.991e-03, eta: 2:53:22, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3337, loss: 1.3337 2020-07-03 16:39:07,316 - mmaction - INFO - Epoch [237][100/627] lr: 8.991e-03, eta: 2:53:05, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3667, loss: 1.3667 2020-07-03 16:39:24,968 - mmaction - INFO - Epoch [237][120/627] lr: 8.991e-03, eta: 2:52:49, time: 0.882, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5660, loss: 1.5660 2020-07-03 16:39:41,193 - mmaction - INFO - Epoch [237][140/627] lr: 8.991e-03, eta: 2:52:32, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.3267, loss: 1.3267 2020-07-03 16:39:58,218 - mmaction - INFO - Epoch [237][160/627] lr: 8.991e-03, eta: 2:52:15, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8281, loss_cls: 1.4649, loss: 1.4649 2020-07-03 16:40:15,219 - mmaction - INFO - Epoch [237][180/627] lr: 8.991e-03, eta: 2:51:59, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4520, loss: 1.4520 2020-07-03 16:40:32,246 - mmaction - INFO - Epoch [237][200/627] lr: 8.991e-03, eta: 2:51:42, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2658, loss: 1.2658 2020-07-03 16:40:49,151 - mmaction - INFO - Epoch [237][220/627] lr: 8.991e-03, eta: 2:51:25, time: 0.843, data_time: 0.001, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.6001, loss: 1.6001 2020-07-03 16:41:06,266 - mmaction - INFO - Epoch [237][240/627] lr: 8.991e-03, eta: 2:51:09, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4337, loss: 1.4337 2020-07-03 16:41:22,399 - mmaction - INFO - Epoch [237][260/627] lr: 8.991e-03, eta: 2:50:52, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.3573, loss: 1.3573 2020-07-03 16:41:39,553 - mmaction - INFO - Epoch [237][280/627] lr: 8.991e-03, eta: 2:50:35, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2710, loss: 1.2710 2020-07-03 16:41:56,159 - mmaction - INFO - Epoch [237][300/627] lr: 8.991e-03, eta: 2:50:19, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.4000, loss: 1.4000 2020-07-03 16:42:12,310 - mmaction - INFO - Epoch [237][320/627] lr: 8.991e-03, eta: 2:50:02, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3226, loss: 1.3226 2020-07-03 16:42:29,356 - mmaction - INFO - Epoch [237][340/627] lr: 8.991e-03, eta: 2:49:45, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5008, loss: 1.5008 2020-07-03 16:42:46,071 - mmaction - INFO - Epoch [237][360/627] lr: 8.991e-03, eta: 2:49:29, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2784, loss: 1.2784 2020-07-03 16:43:02,569 - mmaction - INFO - Epoch [237][380/627] lr: 8.991e-03, eta: 2:49:12, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3970, loss: 1.3970 2020-07-03 16:43:19,523 - mmaction - INFO - Epoch [237][400/627] lr: 8.991e-03, eta: 2:48:55, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.4174, loss: 1.4174 2020-07-03 16:43:36,923 - mmaction - INFO - Epoch [237][420/627] lr: 8.991e-03, eta: 2:48:39, time: 0.871, data_time: 0.003, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4206, loss: 1.4206 2020-07-03 16:43:53,511 - mmaction - INFO - Epoch [237][440/627] lr: 8.991e-03, eta: 2:48:22, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.5933, loss: 1.5933 2020-07-03 16:44:10,217 - mmaction - INFO - Epoch [237][460/627] lr: 8.991e-03, eta: 2:48:05, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3304, loss: 1.3304 2020-07-03 16:44:27,073 - mmaction - INFO - Epoch [237][480/627] lr: 8.991e-03, eta: 2:47:48, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.3340, loss: 1.3340 2020-07-03 16:44:43,225 - mmaction - INFO - Epoch [237][500/627] lr: 8.991e-03, eta: 2:47:32, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5855, loss: 1.5855 2020-07-03 16:44:59,902 - mmaction - INFO - Epoch [237][520/627] lr: 8.991e-03, eta: 2:47:15, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.5980, loss: 1.5980 2020-07-03 16:45:17,211 - mmaction - INFO - Epoch [237][540/627] lr: 8.991e-03, eta: 2:46:58, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.4197, loss: 1.4197 2020-07-03 16:45:33,410 - mmaction - INFO - Epoch [237][560/627] lr: 8.991e-03, eta: 2:46:42, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.4309, loss: 1.4309 2020-07-03 16:45:50,536 - mmaction - INFO - Epoch [237][580/627] lr: 8.991e-03, eta: 2:46:25, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.4131, loss: 1.4131 2020-07-03 16:46:07,265 - mmaction - INFO - Epoch [237][600/627] lr: 8.991e-03, eta: 2:46:08, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.5044, loss: 1.5044 2020-07-03 16:46:23,830 - mmaction - INFO - Epoch [237][620/627] lr: 8.991e-03, eta: 2:45:52, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2806, loss: 1.2806 2020-07-03 16:46:54,299 - mmaction - INFO - Epoch [238][20/627] lr: 8.118e-03, eta: 2:45:29, time: 1.255, data_time: 0.319, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8844, loss_cls: 1.2442, loss: 1.2442 2020-07-03 16:47:10,497 - mmaction - INFO - Epoch [238][40/627] lr: 8.118e-03, eta: 2:45:13, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4505, loss: 1.4505 2020-07-03 16:47:27,909 - mmaction - INFO - Epoch [238][60/627] lr: 8.118e-03, eta: 2:44:56, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8344, loss_cls: 1.3752, loss: 1.3752 2020-07-03 16:47:43,982 - mmaction - INFO - Epoch [238][80/627] lr: 8.118e-03, eta: 2:44:39, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.3710, loss: 1.3710 2020-07-03 16:48:01,391 - mmaction - INFO - Epoch [238][100/627] lr: 8.118e-03, eta: 2:44:23, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4039, loss: 1.4039 2020-07-03 16:48:18,446 - mmaction - INFO - Epoch [238][120/627] lr: 8.118e-03, eta: 2:44:06, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.3691, loss: 1.3691 2020-07-03 16:48:35,496 - mmaction - INFO - Epoch [238][140/627] lr: 8.118e-03, eta: 2:43:49, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3464, loss: 1.3464 2020-07-03 16:48:52,908 - mmaction - INFO - Epoch [238][160/627] lr: 8.118e-03, eta: 2:43:33, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1392, loss: 1.1392 2020-07-03 16:49:09,825 - mmaction - INFO - Epoch [238][180/627] lr: 8.118e-03, eta: 2:43:16, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3623, loss: 1.3623 2020-07-03 16:49:26,981 - mmaction - INFO - Epoch [238][200/627] lr: 8.118e-03, eta: 2:42:59, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3338, loss: 1.3338 2020-07-03 16:49:43,707 - mmaction - INFO - Epoch [238][220/627] lr: 8.118e-03, eta: 2:42:43, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4976, loss: 1.4976 2020-07-03 16:50:00,903 - mmaction - INFO - Epoch [238][240/627] lr: 8.118e-03, eta: 2:42:26, time: 0.859, data_time: 0.001, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3826, loss: 1.3826 2020-07-03 16:50:18,357 - mmaction - INFO - Epoch [238][260/627] lr: 8.118e-03, eta: 2:42:09, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5229, loss: 1.5229 2020-07-03 16:50:35,635 - mmaction - INFO - Epoch [238][280/627] lr: 8.118e-03, eta: 2:41:53, time: 0.864, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4226, loss: 1.4226 2020-07-03 16:50:52,132 - mmaction - INFO - Epoch [238][300/627] lr: 8.118e-03, eta: 2:41:36, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4117, loss: 1.4117 2020-07-03 16:51:08,586 - mmaction - INFO - Epoch [238][320/627] lr: 8.118e-03, eta: 2:41:19, time: 0.822, data_time: 0.010, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3713, loss: 1.3713 2020-07-03 16:51:25,288 - mmaction - INFO - Epoch [238][340/627] lr: 8.118e-03, eta: 2:41:03, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8656, loss_cls: 1.1386, loss: 1.1386 2020-07-03 16:51:41,776 - mmaction - INFO - Epoch [238][360/627] lr: 8.118e-03, eta: 2:40:46, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4531, loss: 1.4531 2020-07-03 16:51:57,993 - mmaction - INFO - Epoch [238][380/627] lr: 8.118e-03, eta: 2:40:29, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3627, loss: 1.3627 2020-07-03 16:52:14,827 - mmaction - INFO - Epoch [238][400/627] lr: 8.118e-03, eta: 2:40:12, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5333, loss: 1.5333 2020-07-03 16:52:30,989 - mmaction - INFO - Epoch [238][420/627] lr: 8.118e-03, eta: 2:39:56, time: 0.805, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5748, loss: 1.5748 2020-07-03 16:52:48,303 - mmaction - INFO - Epoch [238][440/627] lr: 8.118e-03, eta: 2:39:39, time: 0.868, data_time: 0.006, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4415, loss: 1.4415 2020-07-03 16:53:04,825 - mmaction - INFO - Epoch [238][460/627] lr: 8.118e-03, eta: 2:39:22, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8187, loss_cls: 1.5303, loss: 1.5303 2020-07-03 16:53:22,356 - mmaction - INFO - Epoch [238][480/627] lr: 8.118e-03, eta: 2:39:06, time: 0.876, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3755, loss: 1.3755 2020-07-03 16:53:39,031 - mmaction - INFO - Epoch [238][500/627] lr: 8.118e-03, eta: 2:38:49, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5297, loss: 1.5297 2020-07-03 16:53:55,176 - mmaction - INFO - Epoch [238][520/627] lr: 8.118e-03, eta: 2:38:32, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.6531, loss: 1.6531 2020-07-03 16:54:12,318 - mmaction - INFO - Epoch [238][540/627] lr: 8.118e-03, eta: 2:38:16, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4190, loss: 1.4190 2020-07-03 16:54:28,882 - mmaction - INFO - Epoch [238][560/627] lr: 8.118e-03, eta: 2:37:59, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8500, loss_cls: 1.2826, loss: 1.2826 2020-07-03 16:54:45,891 - mmaction - INFO - Epoch [238][580/627] lr: 8.118e-03, eta: 2:37:42, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4022, loss: 1.4022 2020-07-03 16:55:02,973 - mmaction - INFO - Epoch [238][600/627] lr: 8.118e-03, eta: 2:37:26, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.3722, loss: 1.3722 2020-07-03 16:55:19,568 - mmaction - INFO - Epoch [238][620/627] lr: 8.118e-03, eta: 2:37:09, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4897, loss: 1.4897 2020-07-03 16:55:48,330 - mmaction - INFO - Epoch [239][20/627] lr: 7.289e-03, eta: 2:36:46, time: 1.174, data_time: 0.352, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4119, loss: 1.4119 2020-07-03 16:56:05,038 - mmaction - INFO - Epoch [239][40/627] lr: 7.289e-03, eta: 2:36:30, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.4580, loss: 1.4580 2020-07-03 16:56:22,213 - mmaction - INFO - Epoch [239][60/627] lr: 7.289e-03, eta: 2:36:13, time: 0.860, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.4007, loss: 1.4007 2020-07-03 16:56:39,285 - mmaction - INFO - Epoch [239][80/627] lr: 7.289e-03, eta: 2:35:57, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4233, loss: 1.4233 2020-07-03 16:56:55,438 - mmaction - INFO - Epoch [239][100/627] lr: 7.289e-03, eta: 2:35:40, time: 0.806, data_time: 0.001, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3896, loss: 1.3896 2020-07-03 16:57:12,073 - mmaction - INFO - Epoch [239][120/627] lr: 7.289e-03, eta: 2:35:23, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8281, loss_cls: 1.5276, loss: 1.5276 2020-07-03 16:57:29,045 - mmaction - INFO - Epoch [239][140/627] lr: 7.289e-03, eta: 2:35:06, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3146, loss: 1.3146 2020-07-03 16:57:45,638 - mmaction - INFO - Epoch [239][160/627] lr: 7.289e-03, eta: 2:34:50, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2654, loss: 1.2654 2020-07-03 16:58:02,942 - mmaction - INFO - Epoch [239][180/627] lr: 7.289e-03, eta: 2:34:33, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.4367, loss: 1.4367 2020-07-03 16:58:19,390 - mmaction - INFO - Epoch [239][200/627] lr: 7.289e-03, eta: 2:34:16, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4542, loss: 1.4542 2020-07-03 16:58:36,430 - mmaction - INFO - Epoch [239][220/627] lr: 7.289e-03, eta: 2:34:00, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8094, loss_cls: 1.5217, loss: 1.5217 2020-07-03 16:58:53,397 - mmaction - INFO - Epoch [239][240/627] lr: 7.289e-03, eta: 2:33:43, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8094, loss_cls: 1.6157, loss: 1.6157 2020-07-03 16:59:09,918 - mmaction - INFO - Epoch [239][260/627] lr: 7.289e-03, eta: 2:33:26, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3671, loss: 1.3671 2020-07-03 16:59:27,581 - mmaction - INFO - Epoch [239][280/627] lr: 7.289e-03, eta: 2:33:10, time: 0.884, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.3254, loss: 1.3254 2020-07-03 16:59:44,690 - mmaction - INFO - Epoch [239][300/627] lr: 7.289e-03, eta: 2:32:53, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4258, loss: 1.4258 2020-07-03 17:00:00,858 - mmaction - INFO - Epoch [239][320/627] lr: 7.289e-03, eta: 2:32:36, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4435, loss: 1.4435 2020-07-03 17:00:22,478 - mmaction - INFO - Epoch [239][340/627] lr: 7.289e-03, eta: 2:32:20, time: 1.076, data_time: 0.004, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4645, loss: 1.4645 2020-07-03 17:00:40,261 - mmaction - INFO - Epoch [239][360/627] lr: 7.289e-03, eta: 2:32:04, time: 0.893, data_time: 0.012, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3672, loss: 1.3672 2020-07-03 17:00:56,903 - mmaction - INFO - Epoch [239][380/627] lr: 7.289e-03, eta: 2:31:47, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8187, loss_cls: 1.4888, loss: 1.4888 2020-07-03 17:01:13,532 - mmaction - INFO - Epoch [239][400/627] lr: 7.289e-03, eta: 2:31:30, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4489, loss: 1.4489 2020-07-03 17:01:30,446 - mmaction - INFO - Epoch [239][420/627] lr: 7.289e-03, eta: 2:31:13, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3984, loss: 1.3984 2020-07-03 17:01:48,103 - mmaction - INFO - Epoch [239][440/627] lr: 7.289e-03, eta: 2:30:57, time: 0.884, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.4742, loss: 1.4742 2020-07-03 17:02:04,707 - mmaction - INFO - Epoch [239][460/627] lr: 7.289e-03, eta: 2:30:40, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4355, loss: 1.4355 2020-07-03 17:02:21,461 - mmaction - INFO - Epoch [239][480/627] lr: 7.289e-03, eta: 2:30:23, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5513, loss: 1.5513 2020-07-03 17:02:38,033 - mmaction - INFO - Epoch [239][500/627] lr: 7.289e-03, eta: 2:30:07, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.5942, loss: 1.5942 2020-07-03 17:02:54,886 - mmaction - INFO - Epoch [239][520/627] lr: 7.289e-03, eta: 2:29:50, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.4944, loss: 1.4944 2020-07-03 17:03:12,185 - mmaction - INFO - Epoch [239][540/627] lr: 7.289e-03, eta: 2:29:33, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3635, loss: 1.3635 2020-07-03 17:03:29,646 - mmaction - INFO - Epoch [239][560/627] lr: 7.289e-03, eta: 2:29:17, time: 0.874, data_time: 0.003, memory: 11097, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5708, loss: 1.5708 2020-07-03 17:03:45,777 - mmaction - INFO - Epoch [239][580/627] lr: 7.289e-03, eta: 2:29:00, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.4921, loss: 1.4921 2020-07-03 17:04:02,802 - mmaction - INFO - Epoch [239][600/627] lr: 7.289e-03, eta: 2:28:43, time: 0.851, data_time: 0.004, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3339, loss: 1.3339 2020-07-03 17:04:18,896 - mmaction - INFO - Epoch [239][620/627] lr: 7.289e-03, eta: 2:28:27, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5651, loss: 1.5651 2020-07-03 17:04:50,221 - mmaction - INFO - Epoch [240][20/627] lr: 6.505e-03, eta: 2:28:04, time: 1.297, data_time: 0.453, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4918, loss: 1.4918 2020-07-03 17:05:06,919 - mmaction - INFO - Epoch [240][40/627] lr: 6.505e-03, eta: 2:27:48, time: 0.836, data_time: 0.004, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8281, loss_cls: 1.4722, loss: 1.4722 2020-07-03 17:05:23,963 - mmaction - INFO - Epoch [240][60/627] lr: 6.505e-03, eta: 2:27:31, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2874, loss: 1.2874 2020-07-03 17:05:41,455 - mmaction - INFO - Epoch [240][80/627] lr: 6.505e-03, eta: 2:27:14, time: 0.874, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.5128, loss: 1.5128 2020-07-03 17:05:58,059 - mmaction - INFO - Epoch [240][100/627] lr: 6.505e-03, eta: 2:26:58, time: 0.831, data_time: 0.004, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8531, loss_cls: 1.3699, loss: 1.3699 2020-07-03 17:06:15,766 - mmaction - INFO - Epoch [240][120/627] lr: 6.505e-03, eta: 2:26:41, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3802, loss: 1.3802 2020-07-03 17:06:33,862 - mmaction - INFO - Epoch [240][140/627] lr: 6.505e-03, eta: 2:26:25, time: 0.934, data_time: 0.127, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.2961, loss: 1.2961 2020-07-03 17:06:50,466 - mmaction - INFO - Epoch [240][160/627] lr: 6.505e-03, eta: 2:26:08, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8313, loss_cls: 1.3202, loss: 1.3202 2020-07-03 17:07:07,562 - mmaction - INFO - Epoch [240][180/627] lr: 6.505e-03, eta: 2:25:51, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8406, loss_cls: 1.4343, loss: 1.4343 2020-07-03 17:07:23,750 - mmaction - INFO - Epoch [240][200/627] lr: 6.505e-03, eta: 2:25:34, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4350, loss: 1.4350 2020-07-03 17:07:41,232 - mmaction - INFO - Epoch [240][220/627] lr: 6.505e-03, eta: 2:25:18, time: 0.875, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5108, loss: 1.5108 2020-07-03 17:07:58,089 - mmaction - INFO - Epoch [240][240/627] lr: 6.505e-03, eta: 2:25:01, time: 0.842, data_time: 0.001, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2498, loss: 1.2498 2020-07-03 17:08:14,993 - mmaction - INFO - Epoch [240][260/627] lr: 6.505e-03, eta: 2:24:44, time: 0.844, data_time: 0.015, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.4529, loss: 1.4529 2020-07-03 17:08:31,543 - mmaction - INFO - Epoch [240][280/627] lr: 6.505e-03, eta: 2:24:28, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.2951, loss: 1.2951 2020-07-03 17:08:47,812 - mmaction - INFO - Epoch [240][300/627] lr: 6.505e-03, eta: 2:24:11, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8469, loss_cls: 1.4161, loss: 1.4161 2020-07-03 17:09:04,550 - mmaction - INFO - Epoch [240][320/627] lr: 6.505e-03, eta: 2:23:54, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8219, loss_cls: 1.3860, loss: 1.3860 2020-07-03 17:09:22,042 - mmaction - INFO - Epoch [240][340/627] lr: 6.505e-03, eta: 2:23:38, time: 0.875, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3767, loss: 1.3767 2020-07-03 17:09:39,001 - mmaction - INFO - Epoch [240][360/627] lr: 6.505e-03, eta: 2:23:21, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.3982, loss: 1.3982 2020-07-03 17:09:55,712 - mmaction - INFO - Epoch [240][380/627] lr: 6.505e-03, eta: 2:23:04, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2413, loss: 1.2413 2020-07-03 17:10:12,648 - mmaction - INFO - Epoch [240][400/627] lr: 6.505e-03, eta: 2:22:48, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3264, loss: 1.3264 2020-07-03 17:10:29,474 - mmaction - INFO - Epoch [240][420/627] lr: 6.505e-03, eta: 2:22:31, time: 0.842, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8375, loss_cls: 1.4233, loss: 1.4233 2020-07-03 17:10:45,648 - mmaction - INFO - Epoch [240][440/627] lr: 6.505e-03, eta: 2:22:14, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.3194, loss: 1.3194 2020-07-03 17:11:01,830 - mmaction - INFO - Epoch [240][460/627] lr: 6.505e-03, eta: 2:21:57, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8375, loss_cls: 1.3668, loss: 1.3668 2020-07-03 17:11:19,038 - mmaction - INFO - Epoch [240][480/627] lr: 6.505e-03, eta: 2:21:41, time: 0.861, data_time: 0.002, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.6222, loss: 1.6222 2020-07-03 17:11:35,241 - mmaction - INFO - Epoch [240][500/627] lr: 6.505e-03, eta: 2:21:24, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3969, loss: 1.3969 2020-07-03 17:11:52,476 - mmaction - INFO - Epoch [240][520/627] lr: 6.505e-03, eta: 2:21:07, time: 0.861, data_time: 0.009, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8594, loss_cls: 1.2402, loss: 1.2402 2020-07-03 17:12:09,993 - mmaction - INFO - Epoch [240][540/627] lr: 6.505e-03, eta: 2:20:51, time: 0.876, data_time: 0.022, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.4244, loss: 1.4244 2020-07-03 17:12:27,160 - mmaction - INFO - Epoch [240][560/627] lr: 6.505e-03, eta: 2:20:34, time: 0.858, data_time: 0.010, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8281, loss_cls: 1.4693, loss: 1.4693 2020-07-03 17:12:43,832 - mmaction - INFO - Epoch [240][580/627] lr: 6.505e-03, eta: 2:20:17, time: 0.834, data_time: 0.020, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.4204, loss: 1.4204 2020-07-03 17:13:00,313 - mmaction - INFO - Epoch [240][600/627] lr: 6.505e-03, eta: 2:20:01, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.4272, loss: 1.4272 2020-07-03 17:13:17,665 - mmaction - INFO - Epoch [240][620/627] lr: 6.505e-03, eta: 2:19:44, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3496, loss: 1.3496 2020-07-03 17:13:22,997 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-07-03 17:13:54,303 - mmaction - INFO - Epoch [241][20/627] lr: 5.764e-03, eta: 2:19:21, time: 1.071, data_time: 0.217, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.3038, loss: 1.3038 2020-07-03 17:14:11,473 - mmaction - INFO - Epoch [241][40/627] lr: 5.764e-03, eta: 2:19:05, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3331, loss: 1.3331 2020-07-03 17:14:28,373 - mmaction - INFO - Epoch [241][60/627] lr: 5.764e-03, eta: 2:18:48, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8250, loss_cls: 1.3876, loss: 1.3876 2020-07-03 17:14:44,573 - mmaction - INFO - Epoch [241][80/627] lr: 5.764e-03, eta: 2:18:31, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3882, loss: 1.3882 2020-07-03 17:15:01,918 - mmaction - INFO - Epoch [241][100/627] lr: 5.764e-03, eta: 2:18:15, time: 0.867, data_time: 0.004, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.3434, loss: 1.3434 2020-07-03 17:15:18,263 - mmaction - INFO - Epoch [241][120/627] lr: 5.764e-03, eta: 2:17:58, time: 0.819, data_time: 0.003, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.4800, loss: 1.4800 2020-07-03 17:15:35,716 - mmaction - INFO - Epoch [241][140/627] lr: 5.764e-03, eta: 2:17:41, time: 0.870, data_time: 0.001, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.3026, loss: 1.3026 2020-07-03 17:15:51,971 - mmaction - INFO - Epoch [241][160/627] lr: 5.764e-03, eta: 2:17:24, time: 0.814, data_time: 0.004, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4036, loss: 1.4036 2020-07-03 17:16:08,890 - mmaction - INFO - Epoch [241][180/627] lr: 5.764e-03, eta: 2:17:08, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2625, loss: 1.2625 2020-07-03 17:16:25,189 - mmaction - INFO - Epoch [241][200/627] lr: 5.764e-03, eta: 2:16:51, time: 0.813, data_time: 0.001, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.4641, loss: 1.4641 2020-07-03 17:16:41,815 - mmaction - INFO - Epoch [241][220/627] lr: 5.764e-03, eta: 2:16:34, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4484, loss: 1.4484 2020-07-03 17:16:58,375 - mmaction - INFO - Epoch [241][240/627] lr: 5.764e-03, eta: 2:16:18, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.4766, loss: 1.4766 2020-07-03 17:17:15,833 - mmaction - INFO - Epoch [241][260/627] lr: 5.764e-03, eta: 2:16:01, time: 0.873, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5330, loss: 1.5330 2020-07-03 17:17:32,414 - mmaction - INFO - Epoch [241][280/627] lr: 5.764e-03, eta: 2:15:44, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3166, loss: 1.3166 2020-07-03 17:17:48,567 - mmaction - INFO - Epoch [241][300/627] lr: 5.764e-03, eta: 2:15:28, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2378, loss: 1.2378 2020-07-03 17:18:06,702 - mmaction - INFO - Epoch [241][320/627] lr: 5.764e-03, eta: 2:15:11, time: 0.909, data_time: 0.005, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2267, loss: 1.2267 2020-07-03 17:18:23,651 - mmaction - INFO - Epoch [241][340/627] lr: 5.764e-03, eta: 2:14:54, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4426, loss: 1.4426 2020-07-03 17:18:40,208 - mmaction - INFO - Epoch [241][360/627] lr: 5.764e-03, eta: 2:14:38, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8281, loss_cls: 1.4203, loss: 1.4203 2020-07-03 17:18:57,031 - mmaction - INFO - Epoch [241][380/627] lr: 5.764e-03, eta: 2:14:21, time: 0.842, data_time: 0.013, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3743, loss: 1.3743 2020-07-03 17:19:14,364 - mmaction - INFO - Epoch [241][400/627] lr: 5.764e-03, eta: 2:14:04, time: 0.866, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2867, loss: 1.2867 2020-07-03 17:19:30,971 - mmaction - INFO - Epoch [241][420/627] lr: 5.764e-03, eta: 2:13:48, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3901, loss: 1.3901 2020-07-03 17:19:47,480 - mmaction - INFO - Epoch [241][440/627] lr: 5.764e-03, eta: 2:13:31, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.3319, loss: 1.3319 2020-07-03 17:20:04,196 - mmaction - INFO - Epoch [241][460/627] lr: 5.764e-03, eta: 2:13:14, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.2040, loss: 1.2040 2020-07-03 17:20:20,834 - mmaction - INFO - Epoch [241][480/627] lr: 5.764e-03, eta: 2:12:57, time: 0.832, data_time: 0.007, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.3945, loss: 1.3945 2020-07-03 17:20:37,489 - mmaction - INFO - Epoch [241][500/627] lr: 5.764e-03, eta: 2:12:41, time: 0.833, data_time: 0.004, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4328, loss: 1.4328 2020-07-03 17:20:55,009 - mmaction - INFO - Epoch [241][520/627] lr: 5.764e-03, eta: 2:12:24, time: 0.875, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3383, loss: 1.3383 2020-07-03 17:21:12,099 - mmaction - INFO - Epoch [241][540/627] lr: 5.764e-03, eta: 2:12:07, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.4611, loss: 1.4611 2020-07-03 17:21:28,305 - mmaction - INFO - Epoch [241][560/627] lr: 5.764e-03, eta: 2:11:51, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.4120, loss: 1.4120 2020-07-03 17:21:49,106 - mmaction - INFO - Epoch [241][580/627] lr: 5.764e-03, eta: 2:11:34, time: 1.040, data_time: 0.003, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4559, loss: 1.4559 2020-07-03 17:22:06,068 - mmaction - INFO - Epoch [241][600/627] lr: 5.764e-03, eta: 2:11:18, time: 0.848, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.3425, loss: 1.3425 2020-07-03 17:22:22,704 - mmaction - INFO - Epoch [241][620/627] lr: 5.764e-03, eta: 2:11:01, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8313, loss_cls: 1.4219, loss: 1.4219 2020-07-03 17:22:50,618 - mmaction - INFO - Epoch [242][20/627] lr: 5.068e-03, eta: 2:10:38, time: 1.130, data_time: 0.311, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.3585, loss: 1.3585 2020-07-03 17:23:08,188 - mmaction - INFO - Epoch [242][40/627] lr: 5.068e-03, eta: 2:10:22, time: 0.879, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8406, loss_cls: 1.2696, loss: 1.2696 2020-07-03 17:23:24,267 - mmaction - INFO - Epoch [242][60/627] lr: 5.068e-03, eta: 2:10:05, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8375, loss_cls: 1.3670, loss: 1.3670 2020-07-03 17:23:41,248 - mmaction - INFO - Epoch [242][80/627] lr: 5.068e-03, eta: 2:09:48, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4984, loss: 1.4984 2020-07-03 17:23:58,008 - mmaction - INFO - Epoch [242][100/627] lr: 5.068e-03, eta: 2:09:32, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3290, loss: 1.3290 2020-07-03 17:24:15,421 - mmaction - INFO - Epoch [242][120/627] lr: 5.068e-03, eta: 2:09:15, time: 0.871, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4038, loss: 1.4038 2020-07-03 17:24:32,466 - mmaction - INFO - Epoch [242][140/627] lr: 5.068e-03, eta: 2:08:58, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2736, loss: 1.2736 2020-07-03 17:24:49,055 - mmaction - INFO - Epoch [242][160/627] lr: 5.068e-03, eta: 2:08:42, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3579, loss: 1.3579 2020-07-03 17:25:05,773 - mmaction - INFO - Epoch [242][180/627] lr: 5.068e-03, eta: 2:08:25, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.4145, loss: 1.4145 2020-07-03 17:25:22,470 - mmaction - INFO - Epoch [242][200/627] lr: 5.068e-03, eta: 2:08:08, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.3573, loss: 1.3573 2020-07-03 17:25:39,807 - mmaction - INFO - Epoch [242][220/627] lr: 5.068e-03, eta: 2:07:52, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4513, loss: 1.4513 2020-07-03 17:25:56,670 - mmaction - INFO - Epoch [242][240/627] lr: 5.068e-03, eta: 2:07:35, time: 0.842, data_time: 0.001, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4257, loss: 1.4257 2020-07-03 17:26:13,589 - mmaction - INFO - Epoch [242][260/627] lr: 5.068e-03, eta: 2:07:18, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1881, loss: 1.1881 2020-07-03 17:26:30,147 - mmaction - INFO - Epoch [242][280/627] lr: 5.068e-03, eta: 2:07:01, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3695, loss: 1.3695 2020-07-03 17:26:46,323 - mmaction - INFO - Epoch [242][300/627] lr: 5.068e-03, eta: 2:06:45, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4486, loss: 1.4486 2020-07-03 17:27:03,533 - mmaction - INFO - Epoch [242][320/627] lr: 5.068e-03, eta: 2:06:28, time: 0.854, data_time: 0.001, memory: 11097, top1_acc: 0.6406, top5_acc: 0.8156, loss_cls: 1.4539, loss: 1.4539 2020-07-03 17:27:19,783 - mmaction - INFO - Epoch [242][340/627] lr: 5.068e-03, eta: 2:06:11, time: 0.818, data_time: 0.009, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4159, loss: 1.4159 2020-07-03 17:27:36,872 - mmaction - INFO - Epoch [242][360/627] lr: 5.068e-03, eta: 2:05:55, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2969, loss: 1.2969 2020-07-03 17:27:53,080 - mmaction - INFO - Epoch [242][380/627] lr: 5.068e-03, eta: 2:05:38, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8156, loss_cls: 1.4301, loss: 1.4301 2020-07-03 17:28:10,183 - mmaction - INFO - Epoch [242][400/627] lr: 5.068e-03, eta: 2:05:21, time: 0.856, data_time: 0.004, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3829, loss: 1.3829 2020-07-03 17:28:27,277 - mmaction - INFO - Epoch [242][420/627] lr: 5.068e-03, eta: 2:05:05, time: 0.855, data_time: 0.015, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4437, loss: 1.4437 2020-07-03 17:28:44,331 - mmaction - INFO - Epoch [242][440/627] lr: 5.068e-03, eta: 2:04:48, time: 0.853, data_time: 0.012, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3738, loss: 1.3738 2020-07-03 17:29:01,568 - mmaction - INFO - Epoch [242][460/627] lr: 5.068e-03, eta: 2:04:31, time: 0.862, data_time: 0.006, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3936, loss: 1.3936 2020-07-03 17:29:18,219 - mmaction - INFO - Epoch [242][480/627] lr: 5.068e-03, eta: 2:04:14, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2642, loss: 1.2642 2020-07-03 17:29:35,581 - mmaction - INFO - Epoch [242][500/627] lr: 5.068e-03, eta: 2:03:58, time: 0.869, data_time: 0.003, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8594, loss_cls: 1.2704, loss: 1.2704 2020-07-03 17:29:52,440 - mmaction - INFO - Epoch [242][520/627] lr: 5.068e-03, eta: 2:03:41, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4226, loss: 1.4226 2020-07-03 17:30:08,885 - mmaction - INFO - Epoch [242][540/627] lr: 5.068e-03, eta: 2:03:24, time: 0.821, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8156, loss_cls: 1.4937, loss: 1.4937 2020-07-03 17:30:25,536 - mmaction - INFO - Epoch [242][560/627] lr: 5.068e-03, eta: 2:03:08, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3817, loss: 1.3817 2020-07-03 17:30:42,077 - mmaction - INFO - Epoch [242][580/627] lr: 5.068e-03, eta: 2:02:51, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4714, loss: 1.4714 2020-07-03 17:30:58,826 - mmaction - INFO - Epoch [242][600/627] lr: 5.068e-03, eta: 2:02:34, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3583, loss: 1.3583 2020-07-03 17:31:15,821 - mmaction - INFO - Epoch [242][620/627] lr: 5.068e-03, eta: 2:02:18, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8469, loss_cls: 1.2925, loss: 1.2925 2020-07-03 17:31:43,656 - mmaction - INFO - Epoch [243][20/627] lr: 4.417e-03, eta: 2:01:55, time: 1.128, data_time: 0.318, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2630, loss: 1.2630 2020-07-03 17:32:00,758 - mmaction - INFO - Epoch [243][40/627] lr: 4.417e-03, eta: 2:01:38, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.3403, loss: 1.3403 2020-07-03 17:32:17,383 - mmaction - INFO - Epoch [243][60/627] lr: 4.417e-03, eta: 2:01:22, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.4841, loss: 1.4841 2020-07-03 17:32:33,680 - mmaction - INFO - Epoch [243][80/627] lr: 4.417e-03, eta: 2:01:05, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3877, loss: 1.3877 2020-07-03 17:32:51,218 - mmaction - INFO - Epoch [243][100/627] lr: 4.417e-03, eta: 2:00:48, time: 0.878, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8281, loss_cls: 1.4017, loss: 1.4017 2020-07-03 17:33:08,368 - mmaction - INFO - Epoch [243][120/627] lr: 4.417e-03, eta: 2:00:32, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.3328, loss: 1.3328 2020-07-03 17:33:24,866 - mmaction - INFO - Epoch [243][140/627] lr: 4.417e-03, eta: 2:00:15, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4731, loss: 1.4731 2020-07-03 17:33:41,234 - mmaction - INFO - Epoch [243][160/627] lr: 4.417e-03, eta: 1:59:58, time: 0.818, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.3475, loss: 1.3475 2020-07-03 17:33:57,858 - mmaction - INFO - Epoch [243][180/627] lr: 4.417e-03, eta: 1:59:41, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4353, loss: 1.4353 2020-07-03 17:34:15,235 - mmaction - INFO - Epoch [243][200/627] lr: 4.417e-03, eta: 1:59:25, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.2415, loss: 1.2415 2020-07-03 17:34:31,916 - mmaction - INFO - Epoch [243][220/627] lr: 4.417e-03, eta: 1:59:08, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3450, loss: 1.3450 2020-07-03 17:34:48,600 - mmaction - INFO - Epoch [243][240/627] lr: 4.417e-03, eta: 1:58:51, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4795, loss: 1.4795 2020-07-03 17:35:05,316 - mmaction - INFO - Epoch [243][260/627] lr: 4.417e-03, eta: 1:58:35, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3532, loss: 1.3532 2020-07-03 17:35:22,479 - mmaction - INFO - Epoch [243][280/627] lr: 4.417e-03, eta: 1:58:18, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3874, loss: 1.3874 2020-07-03 17:35:39,369 - mmaction - INFO - Epoch [243][300/627] lr: 4.417e-03, eta: 1:58:01, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.3509, loss: 1.3509 2020-07-03 17:35:56,244 - mmaction - INFO - Epoch [243][320/627] lr: 4.417e-03, eta: 1:57:45, time: 0.843, data_time: 0.001, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.3839, loss: 1.3839 2020-07-03 17:36:13,215 - mmaction - INFO - Epoch [243][340/627] lr: 4.417e-03, eta: 1:57:28, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2453, loss: 1.2453 2020-07-03 17:36:29,830 - mmaction - INFO - Epoch [243][360/627] lr: 4.417e-03, eta: 1:57:11, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.7250, top5_acc: 0.8531, loss_cls: 1.2453, loss: 1.2453 2020-07-03 17:36:47,187 - mmaction - INFO - Epoch [243][380/627] lr: 4.417e-03, eta: 1:56:55, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4619, loss: 1.4619 2020-07-03 17:37:03,917 - mmaction - INFO - Epoch [243][400/627] lr: 4.417e-03, eta: 1:56:38, time: 0.839, data_time: 0.004, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8156, loss_cls: 1.4990, loss: 1.4990 2020-07-03 17:37:20,592 - mmaction - INFO - Epoch [243][420/627] lr: 4.417e-03, eta: 1:56:21, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.3735, loss: 1.3735 2020-07-03 17:37:37,116 - mmaction - INFO - Epoch [243][440/627] lr: 4.417e-03, eta: 1:56:04, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2724, loss: 1.2724 2020-07-03 17:37:53,796 - mmaction - INFO - Epoch [243][460/627] lr: 4.417e-03, eta: 1:55:48, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2921, loss: 1.2921 2020-07-03 17:38:10,409 - mmaction - INFO - Epoch [243][480/627] lr: 4.417e-03, eta: 1:55:31, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2605, loss: 1.2605 2020-07-03 17:38:26,687 - mmaction - INFO - Epoch [243][500/627] lr: 4.417e-03, eta: 1:55:14, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8344, loss_cls: 1.4596, loss: 1.4596 2020-07-03 17:38:43,946 - mmaction - INFO - Epoch [243][520/627] lr: 4.417e-03, eta: 1:54:58, time: 0.863, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3274, loss: 1.3274 2020-07-03 17:39:00,871 - mmaction - INFO - Epoch [243][540/627] lr: 4.417e-03, eta: 1:54:41, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3107, loss: 1.3107 2020-07-03 17:39:18,162 - mmaction - INFO - Epoch [243][560/627] lr: 4.417e-03, eta: 1:54:24, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1913, loss: 1.1913 2020-07-03 17:39:35,161 - mmaction - INFO - Epoch [243][580/627] lr: 4.417e-03, eta: 1:54:08, time: 0.850, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.1847, loss: 1.1847 2020-07-03 17:39:52,169 - mmaction - INFO - Epoch [243][600/627] lr: 4.417e-03, eta: 1:53:51, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2210, loss: 1.2210 2020-07-03 17:40:09,373 - mmaction - INFO - Epoch [243][620/627] lr: 4.417e-03, eta: 1:53:34, time: 0.862, data_time: 0.008, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8469, loss_cls: 1.2188, loss: 1.2188 2020-07-03 17:40:38,171 - mmaction - INFO - Epoch [244][20/627] lr: 3.810e-03, eta: 1:53:12, time: 1.175, data_time: 0.317, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2889, loss: 1.2889 2020-07-03 17:40:55,506 - mmaction - INFO - Epoch [244][40/627] lr: 3.810e-03, eta: 1:52:55, time: 0.867, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2274, loss: 1.2274 2020-07-03 17:41:12,044 - mmaction - INFO - Epoch [244][60/627] lr: 3.810e-03, eta: 1:52:38, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3073, loss: 1.3073 2020-07-03 17:41:28,262 - mmaction - INFO - Epoch [244][80/627] lr: 3.810e-03, eta: 1:52:22, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.3172, loss: 1.3172 2020-07-03 17:41:45,184 - mmaction - INFO - Epoch [244][100/627] lr: 3.810e-03, eta: 1:52:05, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1846, loss: 1.1846 2020-07-03 17:42:02,315 - mmaction - INFO - Epoch [244][120/627] lr: 3.810e-03, eta: 1:51:48, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.3981, loss: 1.3981 2020-07-03 17:42:19,004 - mmaction - INFO - Epoch [244][140/627] lr: 3.810e-03, eta: 1:51:32, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8187, loss_cls: 1.4426, loss: 1.4426 2020-07-03 17:42:35,419 - mmaction - INFO - Epoch [244][160/627] lr: 3.810e-03, eta: 1:51:15, time: 0.822, data_time: 0.003, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.2737, loss: 1.2737 2020-07-03 17:42:52,191 - mmaction - INFO - Epoch [244][180/627] lr: 3.810e-03, eta: 1:50:58, time: 0.838, data_time: 0.001, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1480, loss: 1.1480 2020-07-03 17:43:09,117 - mmaction - INFO - Epoch [244][200/627] lr: 3.810e-03, eta: 1:50:41, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8469, loss_cls: 1.3007, loss: 1.3007 2020-07-03 17:43:25,624 - mmaction - INFO - Epoch [244][220/627] lr: 3.810e-03, eta: 1:50:25, time: 0.827, data_time: 0.004, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4301, loss: 1.4301 2020-07-03 17:43:42,323 - mmaction - INFO - Epoch [244][240/627] lr: 3.810e-03, eta: 1:50:08, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8281, loss_cls: 1.3873, loss: 1.3873 2020-07-03 17:43:58,946 - mmaction - INFO - Epoch [244][260/627] lr: 3.810e-03, eta: 1:49:51, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2264, loss: 1.2264 2020-07-03 17:44:15,780 - mmaction - INFO - Epoch [244][280/627] lr: 3.810e-03, eta: 1:49:35, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8531, loss_cls: 1.2729, loss: 1.2729 2020-07-03 17:44:32,903 - mmaction - INFO - Epoch [244][300/627] lr: 3.810e-03, eta: 1:49:18, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4371, loss: 1.4371 2020-07-03 17:44:49,182 - mmaction - INFO - Epoch [244][320/627] lr: 3.810e-03, eta: 1:49:01, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.2308, loss: 1.2308 2020-07-03 17:45:05,902 - mmaction - INFO - Epoch [244][340/627] lr: 3.810e-03, eta: 1:48:45, time: 0.836, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3388, loss: 1.3388 2020-07-03 17:45:22,472 - mmaction - INFO - Epoch [244][360/627] lr: 3.810e-03, eta: 1:48:28, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3253, loss: 1.3253 2020-07-03 17:45:39,105 - mmaction - INFO - Epoch [244][380/627] lr: 3.810e-03, eta: 1:48:11, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8344, loss_cls: 1.3443, loss: 1.3443 2020-07-03 17:45:56,582 - mmaction - INFO - Epoch [244][400/627] lr: 3.810e-03, eta: 1:47:54, time: 0.875, data_time: 0.003, memory: 11097, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.5101, loss: 1.5101 2020-07-03 17:46:14,004 - mmaction - INFO - Epoch [244][420/627] lr: 3.810e-03, eta: 1:47:38, time: 0.870, data_time: 0.001, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3966, loss: 1.3966 2020-07-03 17:46:30,996 - mmaction - INFO - Epoch [244][440/627] lr: 3.810e-03, eta: 1:47:21, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.3643, loss: 1.3643 2020-07-03 17:46:47,674 - mmaction - INFO - Epoch [244][460/627] lr: 3.810e-03, eta: 1:47:04, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.7531, top5_acc: 0.8938, loss_cls: 1.0353, loss: 1.0353 2020-07-03 17:47:04,578 - mmaction - INFO - Epoch [244][480/627] lr: 3.810e-03, eta: 1:46:48, time: 0.848, data_time: 0.005, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.1245, loss: 1.1245 2020-07-03 17:47:21,276 - mmaction - INFO - Epoch [244][500/627] lr: 3.810e-03, eta: 1:46:31, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8344, loss_cls: 1.3337, loss: 1.3337 2020-07-03 17:47:38,199 - mmaction - INFO - Epoch [244][520/627] lr: 3.810e-03, eta: 1:46:14, time: 0.851, data_time: 0.006, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4038, loss: 1.4038 2020-07-03 17:47:58,110 - mmaction - INFO - Epoch [244][540/627] lr: 3.810e-03, eta: 1:45:58, time: 0.995, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8125, loss_cls: 1.4673, loss: 1.4673 2020-07-03 17:48:15,224 - mmaction - INFO - Epoch [244][560/627] lr: 3.810e-03, eta: 1:45:41, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2945, loss: 1.2945 2020-07-03 17:48:34,587 - mmaction - INFO - Epoch [244][580/627] lr: 3.810e-03, eta: 1:45:25, time: 0.980, data_time: 0.082, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8438, loss_cls: 1.3859, loss: 1.3859 2020-07-03 17:48:50,803 - mmaction - INFO - Epoch [244][600/627] lr: 3.810e-03, eta: 1:45:08, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4100, loss: 1.4100 2020-07-03 17:49:07,752 - mmaction - INFO - Epoch [244][620/627] lr: 3.810e-03, eta: 1:44:51, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8656, loss_cls: 1.2344, loss: 1.2344 2020-07-03 17:49:13,028 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-07-03 17:49:35,788 - mmaction - INFO - Epoch [245][20/627] lr: 3.247e-03, eta: 1:44:29, time: 1.071, data_time: 0.247, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2619, loss: 1.2619 2020-07-03 17:49:52,374 - mmaction - INFO - Epoch [245][40/627] lr: 3.247e-03, eta: 1:44:12, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.3185, loss: 1.3185 2020-07-03 17:50:08,569 - mmaction - INFO - Epoch [245][60/627] lr: 3.247e-03, eta: 1:43:55, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.4139, loss: 1.4139 2020-07-03 17:50:25,517 - mmaction - INFO - Epoch [245][80/627] lr: 3.247e-03, eta: 1:43:38, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1270, loss: 1.1270 2020-07-03 17:50:42,858 - mmaction - INFO - Epoch [245][100/627] lr: 3.247e-03, eta: 1:43:22, time: 0.866, data_time: 0.001, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8344, loss_cls: 1.3868, loss: 1.3868 2020-07-03 17:50:59,067 - mmaction - INFO - Epoch [245][120/627] lr: 3.247e-03, eta: 1:43:05, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1603, loss: 1.1603 2020-07-03 17:51:16,039 - mmaction - INFO - Epoch [245][140/627] lr: 3.247e-03, eta: 1:42:48, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3828, loss: 1.3828 2020-07-03 17:51:32,700 - mmaction - INFO - Epoch [245][160/627] lr: 3.247e-03, eta: 1:42:32, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8531, loss_cls: 1.3168, loss: 1.3168 2020-07-03 17:51:49,274 - mmaction - INFO - Epoch [245][180/627] lr: 3.247e-03, eta: 1:42:15, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8469, loss_cls: 1.3515, loss: 1.3515 2020-07-03 17:52:06,356 - mmaction - INFO - Epoch [245][200/627] lr: 3.247e-03, eta: 1:41:58, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2547, loss: 1.2547 2020-07-03 17:52:22,966 - mmaction - INFO - Epoch [245][220/627] lr: 3.247e-03, eta: 1:41:42, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.3625, loss: 1.3625 2020-07-03 17:52:39,904 - mmaction - INFO - Epoch [245][240/627] lr: 3.247e-03, eta: 1:41:25, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1745, loss: 1.1745 2020-07-03 17:52:56,059 - mmaction - INFO - Epoch [245][260/627] lr: 3.247e-03, eta: 1:41:08, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.3153, loss: 1.3153 2020-07-03 17:53:21,827 - mmaction - INFO - Epoch [245][280/627] lr: 3.247e-03, eta: 1:40:52, time: 1.288, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3616, loss: 1.3616 2020-07-03 17:53:38,019 - mmaction - INFO - Epoch [245][300/627] lr: 3.247e-03, eta: 1:40:35, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2097, loss: 1.2097 2020-07-03 17:53:54,921 - mmaction - INFO - Epoch [245][320/627] lr: 3.247e-03, eta: 1:40:19, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.3819, loss: 1.3819 2020-07-03 17:54:11,701 - mmaction - INFO - Epoch [245][340/627] lr: 3.247e-03, eta: 1:40:02, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2021, loss: 1.2021 2020-07-03 17:54:32,266 - mmaction - INFO - Epoch [245][360/627] lr: 3.247e-03, eta: 1:39:45, time: 1.035, data_time: 0.084, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3196, loss: 1.3196 2020-07-03 17:54:49,251 - mmaction - INFO - Epoch [245][380/627] lr: 3.247e-03, eta: 1:39:29, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3146, loss: 1.3146 2020-07-03 17:55:06,445 - mmaction - INFO - Epoch [245][400/627] lr: 3.247e-03, eta: 1:39:12, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4024, loss: 1.4024 2020-07-03 17:55:22,949 - mmaction - INFO - Epoch [245][420/627] lr: 3.247e-03, eta: 1:38:55, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.3696, loss: 1.3696 2020-07-03 17:55:39,297 - mmaction - INFO - Epoch [245][440/627] lr: 3.247e-03, eta: 1:38:39, time: 0.818, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.2307, loss: 1.2307 2020-07-03 17:55:56,227 - mmaction - INFO - Epoch [245][460/627] lr: 3.247e-03, eta: 1:38:22, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2287, loss: 1.2287 2020-07-03 17:56:12,509 - mmaction - INFO - Epoch [245][480/627] lr: 3.247e-03, eta: 1:38:05, time: 0.814, data_time: 0.001, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.4028, loss: 1.4028 2020-07-03 17:56:29,271 - mmaction - INFO - Epoch [245][500/627] lr: 3.247e-03, eta: 1:37:48, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3800, loss: 1.3800 2020-07-03 17:56:46,043 - mmaction - INFO - Epoch [245][520/627] lr: 3.247e-03, eta: 1:37:32, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2841, loss: 1.2841 2020-07-03 17:57:02,744 - mmaction - INFO - Epoch [245][540/627] lr: 3.247e-03, eta: 1:37:15, time: 0.834, data_time: 0.013, memory: 11097, top1_acc: 0.7344, top5_acc: 0.8656, loss_cls: 1.2039, loss: 1.2039 2020-07-03 17:57:18,910 - mmaction - INFO - Epoch [245][560/627] lr: 3.247e-03, eta: 1:36:58, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1507, loss: 1.1507 2020-07-03 17:57:35,437 - mmaction - INFO - Epoch [245][580/627] lr: 3.247e-03, eta: 1:36:42, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8438, loss_cls: 1.4191, loss: 1.4191 2020-07-03 17:57:52,802 - mmaction - INFO - Epoch [245][600/627] lr: 3.247e-03, eta: 1:36:25, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.3850, loss: 1.3850 2020-07-03 17:58:09,696 - mmaction - INFO - Epoch [245][620/627] lr: 3.247e-03, eta: 1:36:08, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8531, loss_cls: 1.3263, loss: 1.3263 2020-07-03 17:58:37,327 - mmaction - INFO - Epoch [246][20/627] lr: 2.729e-03, eta: 1:35:46, time: 1.117, data_time: 0.296, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1886, loss: 1.1886 2020-07-03 17:58:53,970 - mmaction - INFO - Epoch [246][40/627] lr: 2.729e-03, eta: 1:35:29, time: 0.832, data_time: 0.004, memory: 11097, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4977, loss: 1.4977 2020-07-03 17:59:10,568 - mmaction - INFO - Epoch [246][60/627] lr: 2.729e-03, eta: 1:35:12, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.4159, loss: 1.4159 2020-07-03 17:59:27,171 - mmaction - INFO - Epoch [246][80/627] lr: 2.729e-03, eta: 1:34:55, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2321, loss: 1.2321 2020-07-03 17:59:44,036 - mmaction - INFO - Epoch [246][100/627] lr: 2.729e-03, eta: 1:34:39, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2058, loss: 1.2058 2020-07-03 18:00:01,419 - mmaction - INFO - Epoch [246][120/627] lr: 2.729e-03, eta: 1:34:22, time: 0.870, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1801, loss: 1.1801 2020-07-03 18:00:27,181 - mmaction - INFO - Epoch [246][140/627] lr: 2.729e-03, eta: 1:34:06, time: 1.282, data_time: 0.010, memory: 11097, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4442, loss: 1.4442 2020-07-03 18:00:44,203 - mmaction - INFO - Epoch [246][160/627] lr: 2.729e-03, eta: 1:33:49, time: 0.858, data_time: 0.012, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8656, loss_cls: 1.1663, loss: 1.1663 2020-07-03 18:01:00,364 - mmaction - INFO - Epoch [246][180/627] lr: 2.729e-03, eta: 1:33:33, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2433, loss: 1.2433 2020-07-03 18:01:17,457 - mmaction - INFO - Epoch [246][200/627] lr: 2.729e-03, eta: 1:33:16, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2925, loss: 1.2925 2020-07-03 18:01:34,448 - mmaction - INFO - Epoch [246][220/627] lr: 2.729e-03, eta: 1:32:59, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3771, loss: 1.3771 2020-07-03 18:01:50,626 - mmaction - INFO - Epoch [246][240/627] lr: 2.729e-03, eta: 1:32:42, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4940, loss: 1.4940 2020-07-03 18:02:07,915 - mmaction - INFO - Epoch [246][260/627] lr: 2.729e-03, eta: 1:32:26, time: 0.865, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.3492, loss: 1.3492 2020-07-03 18:02:24,149 - mmaction - INFO - Epoch [246][280/627] lr: 2.729e-03, eta: 1:32:09, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8406, loss_cls: 1.3502, loss: 1.3502 2020-07-03 18:02:41,118 - mmaction - INFO - Epoch [246][300/627] lr: 2.729e-03, eta: 1:31:52, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5014, loss: 1.5014 2020-07-03 18:02:57,816 - mmaction - INFO - Epoch [246][320/627] lr: 2.729e-03, eta: 1:31:36, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3898, loss: 1.3898 2020-07-03 18:03:13,986 - mmaction - INFO - Epoch [246][340/627] lr: 2.729e-03, eta: 1:31:19, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.3791, loss: 1.3791 2020-07-03 18:03:30,943 - mmaction - INFO - Epoch [246][360/627] lr: 2.729e-03, eta: 1:31:02, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2788, loss: 1.2788 2020-07-03 18:03:47,710 - mmaction - INFO - Epoch [246][380/627] lr: 2.729e-03, eta: 1:30:45, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1558, loss: 1.1558 2020-07-03 18:04:04,708 - mmaction - INFO - Epoch [246][400/627] lr: 2.729e-03, eta: 1:30:29, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.2913, loss: 1.2913 2020-07-03 18:04:21,280 - mmaction - INFO - Epoch [246][420/627] lr: 2.729e-03, eta: 1:30:12, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2056, loss: 1.2056 2020-07-03 18:04:37,968 - mmaction - INFO - Epoch [246][440/627] lr: 2.729e-03, eta: 1:29:55, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3171, loss: 1.3171 2020-07-03 18:04:55,209 - mmaction - INFO - Epoch [246][460/627] lr: 2.729e-03, eta: 1:29:39, time: 0.862, data_time: 0.004, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.2148, loss: 1.2148 2020-07-03 18:05:11,791 - mmaction - INFO - Epoch [246][480/627] lr: 2.729e-03, eta: 1:29:22, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.3439, loss: 1.3439 2020-07-03 18:05:28,394 - mmaction - INFO - Epoch [246][500/627] lr: 2.729e-03, eta: 1:29:05, time: 0.829, data_time: 0.001, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.1383, loss: 1.1383 2020-07-03 18:05:44,584 - mmaction - INFO - Epoch [246][520/627] lr: 2.729e-03, eta: 1:28:48, time: 0.810, data_time: 0.004, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8500, loss_cls: 1.2680, loss: 1.2680 2020-07-03 18:06:01,881 - mmaction - INFO - Epoch [246][540/627] lr: 2.729e-03, eta: 1:28:32, time: 0.866, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.4398, loss: 1.4398 2020-07-03 18:06:18,976 - mmaction - INFO - Epoch [246][560/627] lr: 2.729e-03, eta: 1:28:15, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2236, loss: 1.2236 2020-07-03 18:06:35,109 - mmaction - INFO - Epoch [246][580/627] lr: 2.729e-03, eta: 1:27:58, time: 0.806, data_time: 0.005, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3935, loss: 1.3935 2020-07-03 18:06:52,175 - mmaction - INFO - Epoch [246][600/627] lr: 2.729e-03, eta: 1:27:42, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8625, loss_cls: 1.2279, loss: 1.2279 2020-07-03 18:07:09,051 - mmaction - INFO - Epoch [246][620/627] lr: 2.729e-03, eta: 1:27:25, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3131, loss: 1.3131 2020-07-03 18:07:40,310 - mmaction - INFO - Epoch [247][20/627] lr: 2.256e-03, eta: 1:27:03, time: 1.294, data_time: 0.427, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2687, loss: 1.2687 2020-07-03 18:07:57,096 - mmaction - INFO - Epoch [247][40/627] lr: 2.256e-03, eta: 1:26:46, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3740, loss: 1.3740 2020-07-03 18:08:14,166 - mmaction - INFO - Epoch [247][60/627] lr: 2.256e-03, eta: 1:26:29, time: 0.854, data_time: 0.001, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.2582, loss: 1.2582 2020-07-03 18:08:30,702 - mmaction - INFO - Epoch [247][80/627] lr: 2.256e-03, eta: 1:26:12, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3336, loss: 1.3336 2020-07-03 18:08:47,568 - mmaction - INFO - Epoch [247][100/627] lr: 2.256e-03, eta: 1:25:56, time: 0.843, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1488, loss: 1.1488 2020-07-03 18:09:04,111 - mmaction - INFO - Epoch [247][120/627] lr: 2.256e-03, eta: 1:25:39, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.2384, loss: 1.2384 2020-07-03 18:09:20,985 - mmaction - INFO - Epoch [247][140/627] lr: 2.256e-03, eta: 1:25:22, time: 0.843, data_time: 0.013, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.2703, loss: 1.2703 2020-07-03 18:09:37,728 - mmaction - INFO - Epoch [247][160/627] lr: 2.256e-03, eta: 1:25:06, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4442, loss: 1.4442 2020-07-03 18:09:54,716 - mmaction - INFO - Epoch [247][180/627] lr: 2.256e-03, eta: 1:24:49, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.2209, loss: 1.2209 2020-07-03 18:10:10,864 - mmaction - INFO - Epoch [247][200/627] lr: 2.256e-03, eta: 1:24:32, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.3855, loss: 1.3855 2020-07-03 18:10:27,959 - mmaction - INFO - Epoch [247][220/627] lr: 2.256e-03, eta: 1:24:15, time: 0.854, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2788, loss: 1.2788 2020-07-03 18:10:44,601 - mmaction - INFO - Epoch [247][240/627] lr: 2.256e-03, eta: 1:23:59, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.4010, loss: 1.4010 2020-07-03 18:11:01,575 - mmaction - INFO - Epoch [247][260/627] lr: 2.256e-03, eta: 1:23:42, time: 0.849, data_time: 0.004, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.2761, loss: 1.2761 2020-07-03 18:11:18,111 - mmaction - INFO - Epoch [247][280/627] lr: 2.256e-03, eta: 1:23:25, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3423, loss: 1.3423 2020-07-03 18:11:34,707 - mmaction - INFO - Epoch [247][300/627] lr: 2.256e-03, eta: 1:23:09, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2538, loss: 1.2538 2020-07-03 18:11:50,968 - mmaction - INFO - Epoch [247][320/627] lr: 2.256e-03, eta: 1:22:52, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8250, loss_cls: 1.4156, loss: 1.4156 2020-07-03 18:12:07,616 - mmaction - INFO - Epoch [247][340/627] lr: 2.256e-03, eta: 1:22:35, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3015, loss: 1.3015 2020-07-03 18:12:24,261 - mmaction - INFO - Epoch [247][360/627] lr: 2.256e-03, eta: 1:22:18, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3898, loss: 1.3898 2020-07-03 18:12:41,207 - mmaction - INFO - Epoch [247][380/627] lr: 2.256e-03, eta: 1:22:02, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3861, loss: 1.3861 2020-07-03 18:12:57,786 - mmaction - INFO - Epoch [247][400/627] lr: 2.256e-03, eta: 1:21:45, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2926, loss: 1.2926 2020-07-03 18:13:16,088 - mmaction - INFO - Epoch [247][420/627] lr: 2.256e-03, eta: 1:21:28, time: 0.914, data_time: 0.002, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.2515, loss: 1.2515 2020-07-03 18:13:33,276 - mmaction - INFO - Epoch [247][440/627] lr: 2.256e-03, eta: 1:21:12, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8219, loss_cls: 1.4244, loss: 1.4244 2020-07-03 18:13:49,795 - mmaction - INFO - Epoch [247][460/627] lr: 2.256e-03, eta: 1:20:55, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.4614, loss: 1.4614 2020-07-03 18:14:06,925 - mmaction - INFO - Epoch [247][480/627] lr: 2.256e-03, eta: 1:20:38, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1570, loss: 1.1570 2020-07-03 18:14:23,140 - mmaction - INFO - Epoch [247][500/627] lr: 2.256e-03, eta: 1:20:22, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4956, loss: 1.4956 2020-07-03 18:14:40,491 - mmaction - INFO - Epoch [247][520/627] lr: 2.256e-03, eta: 1:20:05, time: 0.867, data_time: 0.004, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.2942, loss: 1.2942 2020-07-03 18:14:56,912 - mmaction - INFO - Epoch [247][540/627] lr: 2.256e-03, eta: 1:19:48, time: 0.821, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3945, loss: 1.3945 2020-07-03 18:15:13,581 - mmaction - INFO - Epoch [247][560/627] lr: 2.256e-03, eta: 1:19:31, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.2804, loss: 1.2804 2020-07-03 18:15:30,258 - mmaction - INFO - Epoch [247][580/627] lr: 2.256e-03, eta: 1:19:15, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3517, loss: 1.3517 2020-07-03 18:15:46,725 - mmaction - INFO - Epoch [247][600/627] lr: 2.256e-03, eta: 1:18:58, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4434, loss: 1.4434 2020-07-03 18:16:04,341 - mmaction - INFO - Epoch [247][620/627] lr: 2.256e-03, eta: 1:18:41, time: 0.880, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.3190, loss: 1.3190 2020-07-03 18:16:32,840 - mmaction - INFO - Epoch [248][20/627] lr: 1.828e-03, eta: 1:18:19, time: 1.161, data_time: 0.352, memory: 11097, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0968, loss: 1.0968 2020-07-03 18:16:48,995 - mmaction - INFO - Epoch [248][40/627] lr: 1.828e-03, eta: 1:18:02, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3886, loss: 1.3886 2020-07-03 18:17:05,519 - mmaction - INFO - Epoch [248][60/627] lr: 1.828e-03, eta: 1:17:45, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.0990, loss: 1.0990 2020-07-03 18:17:22,709 - mmaction - INFO - Epoch [248][80/627] lr: 1.828e-03, eta: 1:17:29, time: 0.861, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8781, loss_cls: 1.2372, loss: 1.2372 2020-07-03 18:17:39,875 - mmaction - INFO - Epoch [248][100/627] lr: 1.828e-03, eta: 1:17:12, time: 0.835, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.2552, loss: 1.2552 2020-07-03 18:17:58,160 - mmaction - INFO - Epoch [248][120/627] lr: 1.828e-03, eta: 1:16:55, time: 0.937, data_time: 0.085, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1939, loss: 1.1939 2020-07-03 18:18:15,302 - mmaction - INFO - Epoch [248][140/627] lr: 1.828e-03, eta: 1:16:39, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2568, loss: 1.2568 2020-07-03 18:18:31,551 - mmaction - INFO - Epoch [248][160/627] lr: 1.828e-03, eta: 1:16:22, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4295, loss: 1.4295 2020-07-03 18:18:48,889 - mmaction - INFO - Epoch [248][180/627] lr: 1.828e-03, eta: 1:16:05, time: 0.868, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1602, loss: 1.1602 2020-07-03 18:19:05,300 - mmaction - INFO - Epoch [248][200/627] lr: 1.828e-03, eta: 1:15:48, time: 0.820, data_time: 0.001, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8375, loss_cls: 1.3284, loss: 1.3284 2020-07-03 18:19:22,237 - mmaction - INFO - Epoch [248][220/627] lr: 1.828e-03, eta: 1:15:32, time: 0.846, data_time: 0.001, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8219, loss_cls: 1.4293, loss: 1.4293 2020-07-03 18:19:39,386 - mmaction - INFO - Epoch [248][240/627] lr: 1.828e-03, eta: 1:15:15, time: 0.858, data_time: 0.003, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8469, loss_cls: 1.2933, loss: 1.2933 2020-07-03 18:19:56,556 - mmaction - INFO - Epoch [248][260/627] lr: 1.828e-03, eta: 1:14:58, time: 0.859, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1774, loss: 1.1774 2020-07-03 18:20:12,816 - mmaction - INFO - Epoch [248][280/627] lr: 1.828e-03, eta: 1:14:42, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8562, loss_cls: 1.3451, loss: 1.3451 2020-07-03 18:20:29,362 - mmaction - INFO - Epoch [248][300/627] lr: 1.828e-03, eta: 1:14:25, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.3811, loss: 1.3811 2020-07-03 18:20:46,040 - mmaction - INFO - Epoch [248][320/627] lr: 1.828e-03, eta: 1:14:08, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8250, loss_cls: 1.4034, loss: 1.4034 2020-07-03 18:21:03,251 - mmaction - INFO - Epoch [248][340/627] lr: 1.828e-03, eta: 1:13:52, time: 0.861, data_time: 0.014, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2047, loss: 1.2047 2020-07-03 18:21:20,383 - mmaction - INFO - Epoch [248][360/627] lr: 1.828e-03, eta: 1:13:35, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3736, loss: 1.3736 2020-07-03 18:21:36,709 - mmaction - INFO - Epoch [248][380/627] lr: 1.828e-03, eta: 1:13:18, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8469, loss_cls: 1.2912, loss: 1.2912 2020-07-03 18:21:54,015 - mmaction - INFO - Epoch [248][400/627] lr: 1.828e-03, eta: 1:13:01, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1480, loss: 1.1480 2020-07-03 18:22:13,298 - mmaction - INFO - Epoch [248][420/627] lr: 1.828e-03, eta: 1:12:45, time: 1.002, data_time: 0.107, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3790, loss: 1.3790 2020-07-03 18:22:30,336 - mmaction - INFO - Epoch [248][440/627] lr: 1.828e-03, eta: 1:12:28, time: 0.856, data_time: 0.005, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2171, loss: 1.2171 2020-07-03 18:22:46,661 - mmaction - INFO - Epoch [248][460/627] lr: 1.828e-03, eta: 1:12:11, time: 0.814, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2640, loss: 1.2640 2020-07-03 18:23:03,743 - mmaction - INFO - Epoch [248][480/627] lr: 1.828e-03, eta: 1:11:55, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4371, loss: 1.4371 2020-07-03 18:23:20,594 - mmaction - INFO - Epoch [248][500/627] lr: 1.828e-03, eta: 1:11:38, time: 0.841, data_time: 0.002, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.4081, loss: 1.4081 2020-07-03 18:23:37,419 - mmaction - INFO - Epoch [248][520/627] lr: 1.828e-03, eta: 1:11:21, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.2859, loss: 1.2859 2020-07-03 18:23:54,360 - mmaction - INFO - Epoch [248][540/627] lr: 1.828e-03, eta: 1:11:05, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3510, loss: 1.3510 2020-07-03 18:24:10,989 - mmaction - INFO - Epoch [248][560/627] lr: 1.828e-03, eta: 1:10:48, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8219, loss_cls: 1.3883, loss: 1.3883 2020-07-03 18:24:27,252 - mmaction - INFO - Epoch [248][580/627] lr: 1.828e-03, eta: 1:10:31, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8750, loss_cls: 1.3154, loss: 1.3154 2020-07-03 18:24:43,816 - mmaction - INFO - Epoch [248][600/627] lr: 1.828e-03, eta: 1:10:14, time: 0.828, data_time: 0.004, memory: 11097, top1_acc: 0.7594, top5_acc: 0.8844, loss_cls: 1.0710, loss: 1.0710 2020-07-03 18:25:00,049 - mmaction - INFO - Epoch [248][620/627] lr: 1.828e-03, eta: 1:09:58, time: 0.814, data_time: 0.004, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2959, loss: 1.2959 2020-07-03 18:25:05,405 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-07-03 18:25:27,841 - mmaction - INFO - Epoch [249][20/627] lr: 1.445e-03, eta: 1:09:35, time: 1.025, data_time: 0.219, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1957, loss: 1.1957 2020-07-03 18:25:44,758 - mmaction - INFO - Epoch [249][40/627] lr: 1.445e-03, eta: 1:09:18, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.3570, loss: 1.3570 2020-07-03 18:26:01,520 - mmaction - INFO - Epoch [249][60/627] lr: 1.445e-03, eta: 1:09:02, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3375, loss: 1.3375 2020-07-03 18:26:18,057 - mmaction - INFO - Epoch [249][80/627] lr: 1.445e-03, eta: 1:08:45, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3357, loss: 1.3357 2020-07-03 18:26:34,538 - mmaction - INFO - Epoch [249][100/627] lr: 1.445e-03, eta: 1:08:28, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2833, loss: 1.2833 2020-07-03 18:26:51,221 - mmaction - INFO - Epoch [249][120/627] lr: 1.445e-03, eta: 1:08:11, time: 0.834, data_time: 0.001, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1695, loss: 1.1695 2020-07-03 18:27:07,791 - mmaction - INFO - Epoch [249][140/627] lr: 1.445e-03, eta: 1:07:55, time: 0.826, data_time: 0.003, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8531, loss_cls: 1.2866, loss: 1.2866 2020-07-03 18:27:24,914 - mmaction - INFO - Epoch [249][160/627] lr: 1.445e-03, eta: 1:07:38, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4358, loss: 1.4358 2020-07-03 18:27:41,545 - mmaction - INFO - Epoch [249][180/627] lr: 1.445e-03, eta: 1:07:21, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1983, loss: 1.1983 2020-07-03 18:27:58,635 - mmaction - INFO - Epoch [249][200/627] lr: 1.445e-03, eta: 1:07:05, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2985, loss: 1.2985 2020-07-03 18:28:14,830 - mmaction - INFO - Epoch [249][220/627] lr: 1.445e-03, eta: 1:06:48, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.4109, loss: 1.4109 2020-07-03 18:28:31,866 - mmaction - INFO - Epoch [249][240/627] lr: 1.445e-03, eta: 1:06:31, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4163, loss: 1.4163 2020-07-03 18:28:48,266 - mmaction - INFO - Epoch [249][260/627] lr: 1.445e-03, eta: 1:06:14, time: 0.821, data_time: 0.007, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3497, loss: 1.3497 2020-07-03 18:29:04,905 - mmaction - INFO - Epoch [249][280/627] lr: 1.445e-03, eta: 1:05:58, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.7594, top5_acc: 0.8844, loss_cls: 1.1495, loss: 1.1495 2020-07-03 18:29:23,433 - mmaction - INFO - Epoch [249][300/627] lr: 1.445e-03, eta: 1:05:41, time: 0.927, data_time: 0.022, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3021, loss: 1.3021 2020-07-03 18:29:39,988 - mmaction - INFO - Epoch [249][320/627] lr: 1.445e-03, eta: 1:05:24, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0609, loss: 1.0609 2020-07-03 18:29:57,329 - mmaction - INFO - Epoch [249][340/627] lr: 1.445e-03, eta: 1:05:08, time: 0.866, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.1814, loss: 1.1814 2020-07-03 18:30:13,590 - mmaction - INFO - Epoch [249][360/627] lr: 1.445e-03, eta: 1:04:51, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1938, loss: 1.1938 2020-07-03 18:30:30,494 - mmaction - INFO - Epoch [249][380/627] lr: 1.445e-03, eta: 1:04:34, time: 0.846, data_time: 0.003, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.2463, loss: 1.2463 2020-07-03 18:30:47,071 - mmaction - INFO - Epoch [249][400/627] lr: 1.445e-03, eta: 1:04:17, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1717, loss: 1.1717 2020-07-03 18:31:03,609 - mmaction - INFO - Epoch [249][420/627] lr: 1.445e-03, eta: 1:04:01, time: 0.825, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2704, loss: 1.2704 2020-07-03 18:31:20,227 - mmaction - INFO - Epoch [249][440/627] lr: 1.445e-03, eta: 1:03:44, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.0930, loss: 1.0930 2020-07-03 18:31:37,359 - mmaction - INFO - Epoch [249][460/627] lr: 1.445e-03, eta: 1:03:27, time: 0.857, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8406, loss_cls: 1.2971, loss: 1.2971 2020-07-03 18:31:53,984 - mmaction - INFO - Epoch [249][480/627] lr: 1.445e-03, eta: 1:03:11, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4855, loss: 1.4855 2020-07-03 18:32:10,584 - mmaction - INFO - Epoch [249][500/627] lr: 1.445e-03, eta: 1:02:54, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.4057, loss: 1.4057 2020-07-03 18:32:27,749 - mmaction - INFO - Epoch [249][520/627] lr: 1.445e-03, eta: 1:02:37, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1191, loss: 1.1191 2020-07-03 18:32:44,247 - mmaction - INFO - Epoch [249][540/627] lr: 1.445e-03, eta: 1:02:20, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2939, loss: 1.2939 2020-07-03 18:33:00,869 - mmaction - INFO - Epoch [249][560/627] lr: 1.445e-03, eta: 1:02:04, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1241, loss: 1.1241 2020-07-03 18:33:17,764 - mmaction - INFO - Epoch [249][580/627] lr: 1.445e-03, eta: 1:01:47, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.1451, loss: 1.1451 2020-07-03 18:33:34,149 - mmaction - INFO - Epoch [249][600/627] lr: 1.445e-03, eta: 1:01:30, time: 0.820, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2792, loss: 1.2792 2020-07-03 18:33:50,333 - mmaction - INFO - Epoch [249][620/627] lr: 1.445e-03, eta: 1:01:14, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.7562, top5_acc: 0.9031, loss_cls: 1.0598, loss: 1.0598 2020-07-03 18:34:18,246 - mmaction - INFO - Epoch [250][20/627] lr: 1.106e-03, eta: 1:00:51, time: 1.131, data_time: 0.307, memory: 11097, top1_acc: 0.7125, top5_acc: 0.9094, loss_cls: 1.0807, loss: 1.0807 2020-07-03 18:34:34,923 - mmaction - INFO - Epoch [250][40/627] lr: 1.106e-03, eta: 1:00:34, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3241, loss: 1.3241 2020-07-03 18:34:51,149 - mmaction - INFO - Epoch [250][60/627] lr: 1.106e-03, eta: 1:00:18, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1331, loss: 1.1331 2020-07-03 18:35:07,378 - mmaction - INFO - Epoch [250][80/627] lr: 1.106e-03, eta: 1:00:01, time: 0.812, data_time: 0.004, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.3657, loss: 1.3657 2020-07-03 18:35:24,165 - mmaction - INFO - Epoch [250][100/627] lr: 1.106e-03, eta: 0:59:44, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0740, loss: 1.0740 2020-07-03 18:35:40,784 - mmaction - INFO - Epoch [250][120/627] lr: 1.106e-03, eta: 0:59:27, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3372, loss: 1.3372 2020-07-03 18:35:57,683 - mmaction - INFO - Epoch [250][140/627] lr: 1.106e-03, eta: 0:59:11, time: 0.844, data_time: 0.001, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.2763, loss: 1.2763 2020-07-03 18:36:14,422 - mmaction - INFO - Epoch [250][160/627] lr: 1.106e-03, eta: 0:58:54, time: 0.838, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2226, loss: 1.2226 2020-07-03 18:36:31,043 - mmaction - INFO - Epoch [250][180/627] lr: 1.106e-03, eta: 0:58:37, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2449, loss: 1.2449 2020-07-03 18:36:47,436 - mmaction - INFO - Epoch [250][200/627] lr: 1.106e-03, eta: 0:58:21, time: 0.825, data_time: 0.007, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.2146, loss: 1.2146 2020-07-03 18:37:03,620 - mmaction - INFO - Epoch [250][220/627] lr: 1.106e-03, eta: 0:58:04, time: 0.808, data_time: 0.001, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0908, loss: 1.0908 2020-07-03 18:37:20,485 - mmaction - INFO - Epoch [250][240/627] lr: 1.106e-03, eta: 0:57:47, time: 0.843, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.2642, loss: 1.2642 2020-07-03 18:37:37,443 - mmaction - INFO - Epoch [250][260/627] lr: 1.106e-03, eta: 0:57:30, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8500, loss_cls: 1.2795, loss: 1.2795 2020-07-03 18:37:54,708 - mmaction - INFO - Epoch [250][280/627] lr: 1.106e-03, eta: 0:57:14, time: 0.864, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.2482, loss: 1.2482 2020-07-03 18:38:11,298 - mmaction - INFO - Epoch [250][300/627] lr: 1.106e-03, eta: 0:56:57, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2134, loss: 1.2134 2020-07-03 18:38:27,882 - mmaction - INFO - Epoch [250][320/627] lr: 1.106e-03, eta: 0:56:40, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3068, loss: 1.3068 2020-07-03 18:38:44,530 - mmaction - INFO - Epoch [250][340/627] lr: 1.106e-03, eta: 0:56:24, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2767, loss: 1.2767 2020-07-03 18:39:01,465 - mmaction - INFO - Epoch [250][360/627] lr: 1.106e-03, eta: 0:56:07, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2804, loss: 1.2804 2020-07-03 18:39:17,720 - mmaction - INFO - Epoch [250][380/627] lr: 1.106e-03, eta: 0:55:50, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8375, loss_cls: 1.2813, loss: 1.2813 2020-07-03 18:39:34,303 - mmaction - INFO - Epoch [250][400/627] lr: 1.106e-03, eta: 0:55:33, time: 0.826, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1678, loss: 1.1678 2020-07-03 18:39:50,491 - mmaction - INFO - Epoch [250][420/627] lr: 1.106e-03, eta: 0:55:17, time: 0.812, data_time: 0.006, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2534, loss: 1.2534 2020-07-03 18:40:07,466 - mmaction - INFO - Epoch [250][440/627] lr: 1.106e-03, eta: 0:55:00, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0843, loss: 1.0843 2020-07-03 18:40:24,512 - mmaction - INFO - Epoch [250][460/627] lr: 1.106e-03, eta: 0:54:43, time: 0.857, data_time: 0.006, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3076, loss: 1.3076 2020-07-03 18:40:41,166 - mmaction - INFO - Epoch [250][480/627] lr: 1.106e-03, eta: 0:54:26, time: 0.831, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.3175, loss: 1.3175 2020-07-03 18:40:57,363 - mmaction - INFO - Epoch [250][500/627] lr: 1.106e-03, eta: 0:54:10, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8313, loss_cls: 1.3797, loss: 1.3797 2020-07-03 18:41:14,398 - mmaction - INFO - Epoch [250][520/627] lr: 1.106e-03, eta: 0:53:53, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3155, loss: 1.3155 2020-07-03 18:41:30,733 - mmaction - INFO - Epoch [250][540/627] lr: 1.106e-03, eta: 0:53:36, time: 0.816, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1973, loss: 1.1973 2020-07-03 18:41:47,446 - mmaction - INFO - Epoch [250][560/627] lr: 1.106e-03, eta: 0:53:20, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8562, loss_cls: 1.2981, loss: 1.2981 2020-07-03 18:42:03,622 - mmaction - INFO - Epoch [250][580/627] lr: 1.106e-03, eta: 0:53:03, time: 0.811, data_time: 0.004, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2485, loss: 1.2485 2020-07-03 18:42:20,174 - mmaction - INFO - Epoch [250][600/627] lr: 1.106e-03, eta: 0:52:46, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2006, loss: 1.2006 2020-07-03 18:42:36,278 - mmaction - INFO - Epoch [250][620/627] lr: 1.106e-03, eta: 0:52:29, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2779, loss: 1.2779 2020-07-03 18:43:04,146 - mmaction - INFO - Epoch [251][20/627] lr: 8.129e-04, eta: 0:52:07, time: 1.125, data_time: 0.307, memory: 11097, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0622, loss: 1.0622 2020-07-03 18:43:24,078 - mmaction - INFO - Epoch [251][40/627] lr: 8.129e-04, eta: 0:51:50, time: 0.996, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4225, loss: 1.4225 2020-07-03 18:43:40,830 - mmaction - INFO - Epoch [251][60/627] lr: 8.129e-04, eta: 0:51:34, time: 0.839, data_time: 0.003, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2128, loss: 1.2128 2020-07-03 18:43:57,405 - mmaction - INFO - Epoch [251][80/627] lr: 8.129e-04, eta: 0:51:17, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.7438, top5_acc: 0.8406, loss_cls: 1.2437, loss: 1.2437 2020-07-03 18:44:14,146 - mmaction - INFO - Epoch [251][100/627] lr: 8.129e-04, eta: 0:51:00, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2118, loss: 1.2118 2020-07-03 18:44:31,089 - mmaction - INFO - Epoch [251][120/627] lr: 8.129e-04, eta: 0:50:43, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2295, loss: 1.2295 2020-07-03 18:44:48,074 - mmaction - INFO - Epoch [251][140/627] lr: 8.129e-04, eta: 0:50:27, time: 0.850, data_time: 0.003, memory: 11097, top1_acc: 0.7344, top5_acc: 0.8594, loss_cls: 1.2135, loss: 1.2135 2020-07-03 18:45:04,977 - mmaction - INFO - Epoch [251][160/627] lr: 8.129e-04, eta: 0:50:10, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1589, loss: 1.1589 2020-07-03 18:45:22,443 - mmaction - INFO - Epoch [251][180/627] lr: 8.129e-04, eta: 0:49:53, time: 0.872, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3342, loss: 1.3342 2020-07-03 18:45:39,025 - mmaction - INFO - Epoch [251][200/627] lr: 8.129e-04, eta: 0:49:37, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1175, loss: 1.1175 2020-07-03 18:45:55,580 - mmaction - INFO - Epoch [251][220/627] lr: 8.129e-04, eta: 0:49:20, time: 0.828, data_time: 0.002, memory: 11097, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5886, loss: 1.5886 2020-07-03 18:46:12,354 - mmaction - INFO - Epoch [251][240/627] lr: 8.129e-04, eta: 0:49:03, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8656, loss_cls: 1.2320, loss: 1.2320 2020-07-03 18:46:28,480 - mmaction - INFO - Epoch [251][260/627] lr: 8.129e-04, eta: 0:48:46, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9862, loss: 0.9862 2020-07-03 18:46:45,913 - mmaction - INFO - Epoch [251][280/627] lr: 8.129e-04, eta: 0:48:30, time: 0.873, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2415, loss: 1.2415 2020-07-03 18:47:02,460 - mmaction - INFO - Epoch [251][300/627] lr: 8.129e-04, eta: 0:48:13, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2124, loss: 1.2124 2020-07-03 18:47:19,098 - mmaction - INFO - Epoch [251][320/627] lr: 8.129e-04, eta: 0:47:56, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.2493, loss: 1.2493 2020-07-03 18:47:35,871 - mmaction - INFO - Epoch [251][340/627] lr: 8.129e-04, eta: 0:47:40, time: 0.840, data_time: 0.004, memory: 11097, top1_acc: 0.7250, top5_acc: 0.8594, loss_cls: 1.2278, loss: 1.2278 2020-07-03 18:47:52,902 - mmaction - INFO - Epoch [251][360/627] lr: 8.129e-04, eta: 0:47:23, time: 0.852, data_time: 0.001, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2026, loss: 1.2026 2020-07-03 18:48:09,417 - mmaction - INFO - Epoch [251][380/627] lr: 8.129e-04, eta: 0:47:06, time: 0.824, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8469, loss_cls: 1.2604, loss: 1.2604 2020-07-03 18:48:25,618 - mmaction - INFO - Epoch [251][400/627] lr: 8.129e-04, eta: 0:46:49, time: 0.810, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2875, loss: 1.2875 2020-07-03 18:48:42,272 - mmaction - INFO - Epoch [251][420/627] lr: 8.129e-04, eta: 0:46:33, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.2341, loss: 1.2341 2020-07-03 18:48:58,522 - mmaction - INFO - Epoch [251][440/627] lr: 8.129e-04, eta: 0:46:16, time: 0.814, data_time: 0.003, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2359, loss: 1.2359 2020-07-03 18:49:15,219 - mmaction - INFO - Epoch [251][460/627] lr: 8.129e-04, eta: 0:45:59, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4015, loss: 1.4015 2020-07-03 18:49:32,631 - mmaction - INFO - Epoch [251][480/627] lr: 8.129e-04, eta: 0:45:43, time: 0.871, data_time: 0.004, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3433, loss: 1.3433 2020-07-03 18:49:49,284 - mmaction - INFO - Epoch [251][500/627] lr: 8.129e-04, eta: 0:45:26, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2569, loss: 1.2569 2020-07-03 18:50:06,401 - mmaction - INFO - Epoch [251][520/627] lr: 8.129e-04, eta: 0:45:09, time: 0.855, data_time: 0.001, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.2283, loss: 1.2283 2020-07-03 18:50:22,551 - mmaction - INFO - Epoch [251][540/627] lr: 8.129e-04, eta: 0:44:52, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2313, loss: 1.2313 2020-07-03 18:50:39,259 - mmaction - INFO - Epoch [251][560/627] lr: 8.129e-04, eta: 0:44:36, time: 0.835, data_time: 0.003, memory: 11097, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1173, loss: 1.1173 2020-07-03 18:50:55,757 - mmaction - INFO - Epoch [251][580/627] lr: 8.129e-04, eta: 0:44:19, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8750, loss_cls: 1.1457, loss: 1.1457 2020-07-03 18:51:12,926 - mmaction - INFO - Epoch [251][600/627] lr: 8.129e-04, eta: 0:44:02, time: 0.856, data_time: 0.001, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8656, loss_cls: 1.3099, loss: 1.3099 2020-07-03 18:51:29,372 - mmaction - INFO - Epoch [251][620/627] lr: 8.129e-04, eta: 0:43:46, time: 0.824, data_time: 0.003, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8656, loss_cls: 1.1987, loss: 1.1987 2020-07-03 18:51:57,135 - mmaction - INFO - Epoch [252][20/627] lr: 5.646e-04, eta: 0:43:23, time: 1.125, data_time: 0.304, memory: 11097, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.1417, loss: 1.1417 2020-07-03 18:52:14,233 - mmaction - INFO - Epoch [252][40/627] lr: 5.646e-04, eta: 0:43:06, time: 0.856, data_time: 0.003, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1310, loss: 1.1310 2020-07-03 18:52:30,934 - mmaction - INFO - Epoch [252][60/627] lr: 5.646e-04, eta: 0:42:50, time: 0.833, data_time: 0.001, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2315, loss: 1.2315 2020-07-03 18:52:47,505 - mmaction - INFO - Epoch [252][80/627] lr: 5.646e-04, eta: 0:42:33, time: 0.829, data_time: 0.004, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2399, loss: 1.2399 2020-07-03 18:53:04,437 - mmaction - INFO - Epoch [252][100/627] lr: 5.646e-04, eta: 0:42:16, time: 0.848, data_time: 0.004, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8531, loss_cls: 1.2774, loss: 1.2774 2020-07-03 18:53:20,641 - mmaction - INFO - Epoch [252][120/627] lr: 5.646e-04, eta: 0:41:59, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0911, loss: 1.0911 2020-07-03 18:53:37,061 - mmaction - INFO - Epoch [252][140/627] lr: 5.646e-04, eta: 0:41:43, time: 0.823, data_time: 0.004, memory: 11097, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9958, loss: 0.9958 2020-07-03 18:53:53,654 - mmaction - INFO - Epoch [252][160/627] lr: 5.646e-04, eta: 0:41:26, time: 0.830, data_time: 0.001, memory: 11097, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.1507, loss: 1.1507 2020-07-03 18:54:10,249 - mmaction - INFO - Epoch [252][180/627] lr: 5.646e-04, eta: 0:41:09, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2254, loss: 1.2254 2020-07-03 18:54:26,810 - mmaction - INFO - Epoch [252][200/627] lr: 5.646e-04, eta: 0:40:52, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8406, loss_cls: 1.2641, loss: 1.2641 2020-07-03 18:54:44,049 - mmaction - INFO - Epoch [252][220/627] lr: 5.646e-04, eta: 0:40:36, time: 0.861, data_time: 0.001, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.2951, loss: 1.2951 2020-07-03 18:55:00,657 - mmaction - INFO - Epoch [252][240/627] lr: 5.646e-04, eta: 0:40:19, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8469, loss_cls: 1.3031, loss: 1.3031 2020-07-03 18:55:16,909 - mmaction - INFO - Epoch [252][260/627] lr: 5.646e-04, eta: 0:40:02, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8906, loss_cls: 1.2035, loss: 1.2035 2020-07-03 18:55:33,796 - mmaction - INFO - Epoch [252][280/627] lr: 5.646e-04, eta: 0:39:46, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4920, loss: 1.4920 2020-07-03 18:55:50,382 - mmaction - INFO - Epoch [252][300/627] lr: 5.646e-04, eta: 0:39:29, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.2408, loss: 1.2408 2020-07-03 18:56:06,510 - mmaction - INFO - Epoch [252][320/627] lr: 5.646e-04, eta: 0:39:12, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1633, loss: 1.1633 2020-07-03 18:56:23,210 - mmaction - INFO - Epoch [252][340/627] lr: 5.646e-04, eta: 0:38:55, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5109, loss: 1.5109 2020-07-03 18:56:39,695 - mmaction - INFO - Epoch [252][360/627] lr: 5.646e-04, eta: 0:38:39, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.1862, loss: 1.1862 2020-07-03 18:56:56,516 - mmaction - INFO - Epoch [252][380/627] lr: 5.646e-04, eta: 0:38:22, time: 0.842, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1996, loss: 1.1996 2020-07-03 18:57:13,199 - mmaction - INFO - Epoch [252][400/627] lr: 5.646e-04, eta: 0:38:05, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3809, loss: 1.3809 2020-07-03 18:57:29,506 - mmaction - INFO - Epoch [252][420/627] lr: 5.646e-04, eta: 0:37:49, time: 0.815, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8375, loss_cls: 1.3134, loss: 1.3134 2020-07-03 18:57:46,494 - mmaction - INFO - Epoch [252][440/627] lr: 5.646e-04, eta: 0:37:32, time: 0.851, data_time: 0.003, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.1158, loss: 1.1158 2020-07-03 18:58:03,086 - mmaction - INFO - Epoch [252][460/627] lr: 5.646e-04, eta: 0:37:15, time: 0.828, data_time: 0.001, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2806, loss: 1.2806 2020-07-03 18:58:19,811 - mmaction - INFO - Epoch [252][480/627] lr: 5.646e-04, eta: 0:36:58, time: 0.836, data_time: 0.003, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8469, loss_cls: 1.2498, loss: 1.2498 2020-07-03 18:58:36,429 - mmaction - INFO - Epoch [252][500/627] lr: 5.646e-04, eta: 0:36:42, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1918, loss: 1.1918 2020-07-03 18:58:53,239 - mmaction - INFO - Epoch [252][520/627] lr: 5.646e-04, eta: 0:36:25, time: 0.840, data_time: 0.003, memory: 11097, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2054, loss: 1.2054 2020-07-03 18:59:09,811 - mmaction - INFO - Epoch [252][540/627] lr: 5.646e-04, eta: 0:36:08, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2775, loss: 1.2775 2020-07-03 18:59:25,991 - mmaction - INFO - Epoch [252][560/627] lr: 5.646e-04, eta: 0:35:52, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8406, loss_cls: 1.2886, loss: 1.2886 2020-07-03 18:59:43,024 - mmaction - INFO - Epoch [252][580/627] lr: 5.646e-04, eta: 0:35:35, time: 0.853, data_time: 0.003, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.3047, loss: 1.3047 2020-07-03 18:59:59,167 - mmaction - INFO - Epoch [252][600/627] lr: 5.646e-04, eta: 0:35:18, time: 0.807, data_time: 0.002, memory: 11097, top1_acc: 0.7531, top5_acc: 0.8781, loss_cls: 1.1077, loss: 1.1077 2020-07-03 19:00:20,354 - mmaction - INFO - Epoch [252][620/627] lr: 5.646e-04, eta: 0:35:02, time: 1.054, data_time: 0.003, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8750, loss_cls: 1.1502, loss: 1.1502 2020-07-03 19:00:25,802 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-07-03 19:00:52,155 - mmaction - INFO - Epoch [253][20/627] lr: 3.614e-04, eta: 0:34:39, time: 1.227, data_time: 0.366, memory: 11097, top1_acc: 0.7469, top5_acc: 0.9031, loss_cls: 1.1206, loss: 1.1206 2020-07-03 19:01:09,898 - mmaction - INFO - Epoch [253][40/627] lr: 3.614e-04, eta: 0:34:22, time: 0.886, data_time: 0.010, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.2348, loss: 1.2348 2020-07-03 19:01:26,388 - mmaction - INFO - Epoch [253][60/627] lr: 3.614e-04, eta: 0:34:06, time: 0.827, data_time: 0.003, memory: 11097, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.2611, loss: 1.2611 2020-07-03 19:01:42,910 - mmaction - INFO - Epoch [253][80/627] lr: 3.614e-04, eta: 0:33:49, time: 0.826, data_time: 0.001, memory: 11097, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4046, loss: 1.4046 2020-07-03 19:01:59,398 - mmaction - INFO - Epoch [253][100/627] lr: 3.614e-04, eta: 0:33:32, time: 0.824, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2730, loss: 1.2730 2020-07-03 19:02:16,087 - mmaction - INFO - Epoch [253][120/627] lr: 3.614e-04, eta: 0:33:15, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916 2020-07-03 19:02:32,750 - mmaction - INFO - Epoch [253][140/627] lr: 3.614e-04, eta: 0:32:59, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2065, loss: 1.2065 2020-07-03 19:02:49,130 - mmaction - INFO - Epoch [253][160/627] lr: 3.614e-04, eta: 0:32:42, time: 0.818, data_time: 0.005, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3652, loss: 1.3652 2020-07-03 19:03:05,764 - mmaction - INFO - Epoch [253][180/627] lr: 3.614e-04, eta: 0:32:25, time: 0.832, data_time: 0.003, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3009, loss: 1.3009 2020-07-03 19:03:22,361 - mmaction - INFO - Epoch [253][200/627] lr: 3.614e-04, eta: 0:32:09, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2167, loss: 1.2167 2020-07-03 19:03:39,336 - mmaction - INFO - Epoch [253][220/627] lr: 3.614e-04, eta: 0:31:52, time: 0.849, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8313, loss_cls: 1.3472, loss: 1.3472 2020-07-03 19:03:55,491 - mmaction - INFO - Epoch [253][240/627] lr: 3.614e-04, eta: 0:31:35, time: 0.808, data_time: 0.003, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8594, loss_cls: 1.2320, loss: 1.2320 2020-07-03 19:04:12,098 - mmaction - INFO - Epoch [253][260/627] lr: 3.614e-04, eta: 0:31:18, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2310, loss: 1.2310 2020-07-03 19:04:29,483 - mmaction - INFO - Epoch [253][280/627] lr: 3.614e-04, eta: 0:31:02, time: 0.868, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2318, loss: 1.2318 2020-07-03 19:04:46,567 - mmaction - INFO - Epoch [253][300/627] lr: 3.614e-04, eta: 0:30:45, time: 0.854, data_time: 0.003, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3152, loss: 1.3152 2020-07-03 19:05:03,690 - mmaction - INFO - Epoch [253][320/627] lr: 3.614e-04, eta: 0:30:28, time: 0.857, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3563, loss: 1.3563 2020-07-03 19:05:20,806 - mmaction - INFO - Epoch [253][340/627] lr: 3.614e-04, eta: 0:30:12, time: 0.855, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2631, loss: 1.2631 2020-07-03 19:05:36,976 - mmaction - INFO - Epoch [253][360/627] lr: 3.614e-04, eta: 0:29:55, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.2427, loss: 1.2427 2020-07-03 19:05:53,990 - mmaction - INFO - Epoch [253][380/627] lr: 3.614e-04, eta: 0:29:38, time: 0.851, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2946, loss: 1.2946 2020-07-03 19:06:10,861 - mmaction - INFO - Epoch [253][400/627] lr: 3.614e-04, eta: 0:29:21, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2650, loss: 1.2650 2020-07-03 19:06:27,012 - mmaction - INFO - Epoch [253][420/627] lr: 3.614e-04, eta: 0:29:05, time: 0.808, data_time: 0.002, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2143, loss: 1.2143 2020-07-03 19:06:43,656 - mmaction - INFO - Epoch [253][440/627] lr: 3.614e-04, eta: 0:28:48, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3094, loss: 1.3094 2020-07-03 19:07:00,553 - mmaction - INFO - Epoch [253][460/627] lr: 3.614e-04, eta: 0:28:31, time: 0.844, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3315, loss: 1.3315 2020-07-03 19:07:17,943 - mmaction - INFO - Epoch [253][480/627] lr: 3.614e-04, eta: 0:28:15, time: 0.871, data_time: 0.003, memory: 11097, top1_acc: 0.7250, top5_acc: 0.8656, loss_cls: 1.1320, loss: 1.1320 2020-07-03 19:07:34,079 - mmaction - INFO - Epoch [253][500/627] lr: 3.614e-04, eta: 0:27:58, time: 0.806, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2379, loss: 1.2379 2020-07-03 19:07:50,783 - mmaction - INFO - Epoch [253][520/627] lr: 3.614e-04, eta: 0:27:41, time: 0.835, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2836, loss: 1.2836 2020-07-03 19:08:07,712 - mmaction - INFO - Epoch [253][540/627] lr: 3.614e-04, eta: 0:27:24, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3663, loss: 1.3663 2020-07-03 19:08:24,534 - mmaction - INFO - Epoch [253][560/627] lr: 3.614e-04, eta: 0:27:08, time: 0.841, data_time: 0.001, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2155, loss: 1.2155 2020-07-03 19:08:41,186 - mmaction - INFO - Epoch [253][580/627] lr: 3.614e-04, eta: 0:26:51, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0503, loss: 1.0503 2020-07-03 19:08:57,936 - mmaction - INFO - Epoch [253][600/627] lr: 3.614e-04, eta: 0:26:34, time: 0.837, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3356, loss: 1.3356 2020-07-03 19:09:14,100 - mmaction - INFO - Epoch [253][620/627] lr: 3.614e-04, eta: 0:26:18, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.7469, top5_acc: 0.9000, loss_cls: 1.0991, loss: 1.0991 2020-07-03 19:09:41,989 - mmaction - INFO - Epoch [254][20/627] lr: 2.033e-04, eta: 0:25:55, time: 1.126, data_time: 0.304, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8719, loss_cls: 1.1492, loss: 1.1492 2020-07-03 19:09:59,003 - mmaction - INFO - Epoch [254][40/627] lr: 2.033e-04, eta: 0:25:38, time: 0.851, data_time: 0.007, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1442, loss: 1.1442 2020-07-03 19:10:15,911 - mmaction - INFO - Epoch [254][60/627] lr: 2.033e-04, eta: 0:25:22, time: 0.850, data_time: 0.006, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2313, loss: 1.2313 2020-07-03 19:10:33,546 - mmaction - INFO - Epoch [254][80/627] lr: 2.033e-04, eta: 0:25:05, time: 0.882, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8406, loss_cls: 1.4024, loss: 1.4024 2020-07-03 19:10:50,585 - mmaction - INFO - Epoch [254][100/627] lr: 2.033e-04, eta: 0:24:48, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1973, loss: 1.1973 2020-07-03 19:11:07,234 - mmaction - INFO - Epoch [254][120/627] lr: 2.033e-04, eta: 0:24:31, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1972, loss: 1.1972 2020-07-03 19:11:24,022 - mmaction - INFO - Epoch [254][140/627] lr: 2.033e-04, eta: 0:24:15, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.7562, top5_acc: 0.8781, loss_cls: 1.1046, loss: 1.1046 2020-07-03 19:11:41,051 - mmaction - INFO - Epoch [254][160/627] lr: 2.033e-04, eta: 0:23:58, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.2928, loss: 1.2928 2020-07-03 19:11:57,426 - mmaction - INFO - Epoch [254][180/627] lr: 2.033e-04, eta: 0:23:41, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3556, loss: 1.3556 2020-07-03 19:12:13,679 - mmaction - INFO - Epoch [254][200/627] lr: 2.033e-04, eta: 0:23:25, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8656, loss_cls: 1.0993, loss: 1.0993 2020-07-03 19:12:30,670 - mmaction - INFO - Epoch [254][220/627] lr: 2.033e-04, eta: 0:23:08, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2607, loss: 1.2607 2020-07-03 19:12:47,564 - mmaction - INFO - Epoch [254][240/627] lr: 2.033e-04, eta: 0:22:51, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.7250, top5_acc: 0.8781, loss_cls: 1.2173, loss: 1.2173 2020-07-03 19:13:04,537 - mmaction - INFO - Epoch [254][260/627] lr: 2.033e-04, eta: 0:22:34, time: 0.848, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8594, loss_cls: 1.2728, loss: 1.2728 2020-07-03 19:13:21,586 - mmaction - INFO - Epoch [254][280/627] lr: 2.033e-04, eta: 0:22:18, time: 0.852, data_time: 0.002, memory: 11097, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0612, loss: 1.0612 2020-07-03 19:13:37,833 - mmaction - INFO - Epoch [254][300/627] lr: 2.033e-04, eta: 0:22:01, time: 0.813, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.2562, loss: 1.2562 2020-07-03 19:13:54,364 - mmaction - INFO - Epoch [254][320/627] lr: 2.033e-04, eta: 0:21:44, time: 0.825, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.2998, loss: 1.2998 2020-07-03 19:14:11,260 - mmaction - INFO - Epoch [254][340/627] lr: 2.033e-04, eta: 0:21:28, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1271, loss: 1.1271 2020-07-03 19:14:27,721 - mmaction - INFO - Epoch [254][360/627] lr: 2.033e-04, eta: 0:21:11, time: 0.822, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.1779, loss: 1.1779 2020-07-03 19:14:44,486 - mmaction - INFO - Epoch [254][380/627] lr: 2.033e-04, eta: 0:20:54, time: 0.839, data_time: 0.002, memory: 11097, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3529, loss: 1.3529 2020-07-03 19:15:00,864 - mmaction - INFO - Epoch [254][400/627] lr: 2.033e-04, eta: 0:20:37, time: 0.819, data_time: 0.002, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2313, loss: 1.2313 2020-07-03 19:15:18,010 - mmaction - INFO - Epoch [254][420/627] lr: 2.033e-04, eta: 0:20:21, time: 0.858, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2218, loss: 1.2218 2020-07-03 19:15:34,574 - mmaction - INFO - Epoch [254][440/627] lr: 2.033e-04, eta: 0:20:04, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2226, loss: 1.2226 2020-07-03 19:15:54,586 - mmaction - INFO - Epoch [254][460/627] lr: 2.033e-04, eta: 0:19:47, time: 1.000, data_time: 0.003, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.3055, loss: 1.3055 2020-07-03 19:16:16,641 - mmaction - INFO - Epoch [254][480/627] lr: 2.033e-04, eta: 0:19:31, time: 1.103, data_time: 0.148, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.3370, loss: 1.3370 2020-07-03 19:16:38,018 - mmaction - INFO - Epoch [254][500/627] lr: 2.033e-04, eta: 0:19:14, time: 1.068, data_time: 0.021, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3601, loss: 1.3601 2020-07-03 19:16:55,263 - mmaction - INFO - Epoch [254][520/627] lr: 2.033e-04, eta: 0:18:57, time: 0.863, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8344, loss_cls: 1.3578, loss: 1.3578 2020-07-03 19:17:12,326 - mmaction - INFO - Epoch [254][540/627] lr: 2.033e-04, eta: 0:18:41, time: 0.854, data_time: 0.004, memory: 11097, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4200, loss: 1.4200 2020-07-03 19:17:28,542 - mmaction - INFO - Epoch [254][560/627] lr: 2.033e-04, eta: 0:18:24, time: 0.810, data_time: 0.002, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8750, loss_cls: 1.1474, loss: 1.1474 2020-07-03 19:17:44,744 - mmaction - INFO - Epoch [254][580/627] lr: 2.033e-04, eta: 0:18:07, time: 0.809, data_time: 0.002, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3788, loss: 1.3788 2020-07-03 19:18:00,920 - mmaction - INFO - Epoch [254][600/627] lr: 2.033e-04, eta: 0:17:50, time: 0.809, data_time: 0.003, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8719, loss_cls: 1.2416, loss: 1.2416 2020-07-03 19:18:17,527 - mmaction - INFO - Epoch [254][620/627] lr: 2.033e-04, eta: 0:17:34, time: 0.831, data_time: 0.003, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8406, loss_cls: 1.4496, loss: 1.4496 2020-07-03 19:18:46,142 - mmaction - INFO - Epoch [255][20/627] lr: 9.035e-05, eta: 0:17:11, time: 1.166, data_time: 0.345, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1667, loss: 1.1667 2020-07-03 19:19:03,255 - mmaction - INFO - Epoch [255][40/627] lr: 9.035e-05, eta: 0:16:54, time: 0.856, data_time: 0.012, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1980, loss: 1.1980 2020-07-03 19:19:20,118 - mmaction - INFO - Epoch [255][60/627] lr: 9.035e-05, eta: 0:16:38, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1199, loss: 1.1199 2020-07-03 19:19:36,218 - mmaction - INFO - Epoch [255][80/627] lr: 9.035e-05, eta: 0:16:21, time: 0.804, data_time: 0.002, memory: 11097, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4790, loss: 1.4790 2020-07-03 19:19:53,457 - mmaction - INFO - Epoch [255][100/627] lr: 9.035e-05, eta: 0:16:04, time: 0.862, data_time: 0.002, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3178, loss: 1.3178 2020-07-03 19:20:10,008 - mmaction - INFO - Epoch [255][120/627] lr: 9.035e-05, eta: 0:15:47, time: 0.827, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1718, loss: 1.1718 2020-07-03 19:20:26,246 - mmaction - INFO - Epoch [255][140/627] lr: 9.035e-05, eta: 0:15:31, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.7469, top5_acc: 0.8812, loss_cls: 1.0372, loss: 1.0372 2020-07-03 19:20:43,137 - mmaction - INFO - Epoch [255][160/627] lr: 9.035e-05, eta: 0:15:14, time: 0.845, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2437, loss: 1.2437 2020-07-03 19:21:00,068 - mmaction - INFO - Epoch [255][180/627] lr: 9.035e-05, eta: 0:14:57, time: 0.846, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1444, loss: 1.1444 2020-07-03 19:21:16,279 - mmaction - INFO - Epoch [255][200/627] lr: 9.035e-05, eta: 0:14:41, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.6969, top5_acc: 0.9219, loss_cls: 1.1000, loss: 1.1000 2020-07-03 19:21:33,957 - mmaction - INFO - Epoch [255][220/627] lr: 9.035e-05, eta: 0:14:24, time: 0.882, data_time: 0.004, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8313, loss_cls: 1.3569, loss: 1.3569 2020-07-03 19:21:50,178 - mmaction - INFO - Epoch [255][240/627] lr: 9.035e-05, eta: 0:14:07, time: 0.812, data_time: 0.003, memory: 11097, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3229, loss: 1.3229 2020-07-03 19:22:07,942 - mmaction - INFO - Epoch [255][260/627] lr: 9.035e-05, eta: 0:13:50, time: 0.887, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2178, loss: 1.2178 2020-07-03 19:22:25,102 - mmaction - INFO - Epoch [255][280/627] lr: 9.035e-05, eta: 0:13:34, time: 0.859, data_time: 0.003, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2098, loss: 1.2098 2020-07-03 19:22:41,356 - mmaction - INFO - Epoch [255][300/627] lr: 9.035e-05, eta: 0:13:17, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1603, loss: 1.1603 2020-07-03 19:22:57,908 - mmaction - INFO - Epoch [255][320/627] lr: 9.035e-05, eta: 0:13:00, time: 0.828, data_time: 0.003, memory: 11097, top1_acc: 0.6656, top5_acc: 0.8250, loss_cls: 1.4034, loss: 1.4034 2020-07-03 19:23:15,040 - mmaction - INFO - Epoch [255][340/627] lr: 9.035e-05, eta: 0:12:44, time: 0.856, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1409, loss: 1.1409 2020-07-03 19:23:31,658 - mmaction - INFO - Epoch [255][360/627] lr: 9.035e-05, eta: 0:12:27, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8344, loss_cls: 1.4349, loss: 1.4349 2020-07-03 19:23:48,588 - mmaction - INFO - Epoch [255][380/627] lr: 9.035e-05, eta: 0:12:10, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3162, loss: 1.3162 2020-07-03 19:24:05,430 - mmaction - INFO - Epoch [255][400/627] lr: 9.035e-05, eta: 0:11:53, time: 0.838, data_time: 0.002, memory: 11097, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3364, loss: 1.3364 2020-07-03 19:24:22,067 - mmaction - INFO - Epoch [255][420/627] lr: 9.035e-05, eta: 0:11:37, time: 0.834, data_time: 0.006, memory: 11097, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1104, loss: 1.1104 2020-07-03 19:24:38,308 - mmaction - INFO - Epoch [255][440/627] lr: 9.035e-05, eta: 0:11:20, time: 0.813, data_time: 0.003, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1566, loss: 1.1566 2020-07-03 19:24:55,253 - mmaction - INFO - Epoch [255][460/627] lr: 9.035e-05, eta: 0:11:03, time: 0.847, data_time: 0.002, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8656, loss_cls: 1.1484, loss: 1.1484 2020-07-03 19:25:12,318 - mmaction - INFO - Epoch [255][480/627] lr: 9.035e-05, eta: 0:10:47, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8719, loss_cls: 1.0936, loss: 1.0936 2020-07-03 19:25:29,091 - mmaction - INFO - Epoch [255][500/627] lr: 9.035e-05, eta: 0:10:30, time: 0.840, data_time: 0.002, memory: 11097, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2884, loss: 1.2884 2020-07-03 19:25:45,992 - mmaction - INFO - Epoch [255][520/627] lr: 9.035e-05, eta: 0:10:13, time: 0.844, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2766, loss: 1.2766 2020-07-03 19:26:02,228 - mmaction - INFO - Epoch [255][540/627] lr: 9.035e-05, eta: 0:09:56, time: 0.812, data_time: 0.002, memory: 11097, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3153, loss: 1.3153 2020-07-03 19:26:18,902 - mmaction - INFO - Epoch [255][560/627] lr: 9.035e-05, eta: 0:09:40, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0753, loss: 1.0753 2020-07-03 19:26:35,013 - mmaction - INFO - Epoch [255][580/627] lr: 9.035e-05, eta: 0:09:23, time: 0.806, data_time: 0.003, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8625, loss_cls: 1.2892, loss: 1.2892 2020-07-03 19:26:51,624 - mmaction - INFO - Epoch [255][600/627] lr: 9.035e-05, eta: 0:09:06, time: 0.830, data_time: 0.002, memory: 11097, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1774, loss: 1.1774 2020-07-03 19:27:08,506 - mmaction - INFO - Epoch [255][620/627] lr: 9.035e-05, eta: 0:08:50, time: 0.845, data_time: 0.002, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8938, loss_cls: 1.0707, loss: 1.0707 2020-07-03 19:27:36,486 - mmaction - INFO - Epoch [256][20/627] lr: 2.259e-05, eta: 0:08:27, time: 1.134, data_time: 0.315, memory: 11097, top1_acc: 0.7250, top5_acc: 0.8719, loss_cls: 1.1702, loss: 1.1702 2020-07-03 19:27:53,591 - mmaction - INFO - Epoch [256][40/627] lr: 2.259e-05, eta: 0:08:10, time: 0.855, data_time: 0.003, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8750, loss_cls: 1.1421, loss: 1.1421 2020-07-03 19:28:10,169 - mmaction - INFO - Epoch [256][60/627] lr: 2.259e-05, eta: 0:07:53, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8625, loss_cls: 1.2466, loss: 1.2466 2020-07-03 19:28:26,339 - mmaction - INFO - Epoch [256][80/627] lr: 2.259e-05, eta: 0:07:37, time: 0.808, data_time: 0.005, memory: 11097, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3649, loss: 1.3649 2020-07-03 19:28:43,405 - mmaction - INFO - Epoch [256][100/627] lr: 2.259e-05, eta: 0:07:20, time: 0.853, data_time: 0.002, memory: 11097, top1_acc: 0.7406, top5_acc: 0.8781, loss_cls: 1.1013, loss: 1.1013 2020-07-03 19:28:59,980 - mmaction - INFO - Epoch [256][120/627] lr: 2.259e-05, eta: 0:07:03, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.2775, loss: 1.2775 2020-07-03 19:29:16,634 - mmaction - INFO - Epoch [256][140/627] lr: 2.259e-05, eta: 0:06:47, time: 0.833, data_time: 0.003, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3426, loss: 1.3426 2020-07-03 19:29:33,210 - mmaction - INFO - Epoch [256][160/627] lr: 2.259e-05, eta: 0:06:30, time: 0.829, data_time: 0.003, memory: 11097, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2841, loss: 1.2841 2020-07-03 19:29:49,791 - mmaction - INFO - Epoch [256][180/627] lr: 2.259e-05, eta: 0:06:13, time: 0.829, data_time: 0.002, memory: 11097, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2379, loss: 1.2379 2020-07-03 19:30:06,901 - mmaction - INFO - Epoch [256][200/627] lr: 2.259e-05, eta: 0:05:56, time: 0.856, data_time: 0.001, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0651, loss: 1.0651 2020-07-03 19:30:23,129 - mmaction - INFO - Epoch [256][220/627] lr: 2.259e-05, eta: 0:05:40, time: 0.811, data_time: 0.001, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.1433, loss: 1.1433 2020-07-03 19:30:39,798 - mmaction - INFO - Epoch [256][240/627] lr: 2.259e-05, eta: 0:05:23, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1996, loss: 1.1996 2020-07-03 19:30:56,441 - mmaction - INFO - Epoch [256][260/627] lr: 2.259e-05, eta: 0:05:06, time: 0.831, data_time: 0.002, memory: 11097, top1_acc: 0.7156, top5_acc: 0.8594, loss_cls: 1.2656, loss: 1.2656 2020-07-03 19:31:13,793 - mmaction - INFO - Epoch [256][280/627] lr: 2.259e-05, eta: 0:04:50, time: 0.870, data_time: 0.003, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2101, loss: 1.2101 2020-07-03 19:31:30,326 - mmaction - INFO - Epoch [256][300/627] lr: 2.259e-05, eta: 0:04:33, time: 0.825, data_time: 0.001, memory: 11097, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2843, loss: 1.2843 2020-07-03 19:31:46,972 - mmaction - INFO - Epoch [256][320/627] lr: 2.259e-05, eta: 0:04:16, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8344, loss_cls: 1.3785, loss: 1.3785 2020-07-03 19:32:03,115 - mmaction - INFO - Epoch [256][340/627] lr: 2.259e-05, eta: 0:03:59, time: 0.804, data_time: 0.001, memory: 11097, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.2861, loss: 1.2861 2020-07-03 19:32:20,003 - mmaction - INFO - Epoch [256][360/627] lr: 2.259e-05, eta: 0:03:43, time: 0.847, data_time: 0.004, memory: 11097, top1_acc: 0.7562, top5_acc: 0.8844, loss_cls: 1.1508, loss: 1.1508 2020-07-03 19:32:36,677 - mmaction - INFO - Epoch [256][380/627] lr: 2.259e-05, eta: 0:03:26, time: 0.834, data_time: 0.002, memory: 11097, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1352, loss: 1.1352 2020-07-03 19:32:53,681 - mmaction - INFO - Epoch [256][400/627] lr: 2.259e-05, eta: 0:03:09, time: 0.849, data_time: 0.002, memory: 11097, top1_acc: 0.7031, top5_acc: 0.8438, loss_cls: 1.3070, loss: 1.3070 2020-07-03 19:33:09,904 - mmaction - INFO - Epoch [256][420/627] lr: 2.259e-05, eta: 0:02:53, time: 0.811, data_time: 0.003, memory: 11097, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.1640, loss: 1.1640 2020-07-03 19:33:26,211 - mmaction - INFO - Epoch [256][440/627] lr: 2.259e-05, eta: 0:02:36, time: 0.815, data_time: 0.003, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.4113, loss: 1.4113 2020-07-03 19:33:42,856 - mmaction - INFO - Epoch [256][460/627] lr: 2.259e-05, eta: 0:02:19, time: 0.832, data_time: 0.002, memory: 11097, top1_acc: 0.7438, top5_acc: 0.8594, loss_cls: 1.1902, loss: 1.1902 2020-07-03 19:33:59,800 - mmaction - INFO - Epoch [256][480/627] lr: 2.259e-05, eta: 0:02:02, time: 0.847, data_time: 0.003, memory: 11097, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.2668, loss: 1.2668 2020-07-03 19:34:16,479 - mmaction - INFO - Epoch [256][500/627] lr: 2.259e-05, eta: 0:01:46, time: 0.834, data_time: 0.003, memory: 11097, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.2042, loss: 1.2042 2020-07-03 19:34:32,710 - mmaction - INFO - Epoch [256][520/627] lr: 2.259e-05, eta: 0:01:29, time: 0.811, data_time: 0.002, memory: 11097, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2642, loss: 1.2642 2020-07-03 19:34:49,159 - mmaction - INFO - Epoch [256][540/627] lr: 2.259e-05, eta: 0:01:12, time: 0.823, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.2917, loss: 1.2917 2020-07-03 19:35:05,745 - mmaction - INFO - Epoch [256][560/627] lr: 2.259e-05, eta: 0:00:56, time: 0.830, data_time: 0.003, memory: 11097, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.0892, loss: 1.0892 2020-07-03 19:35:22,499 - mmaction - INFO - Epoch [256][580/627] lr: 2.259e-05, eta: 0:00:39, time: 0.837, data_time: 0.002, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.4163, loss: 1.4163 2020-07-03 19:35:39,140 - mmaction - INFO - Epoch [256][600/627] lr: 2.259e-05, eta: 0:00:22, time: 0.833, data_time: 0.002, memory: 11097, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3965, loss: 1.3965 2020-07-03 19:35:56,098 - mmaction - INFO - Epoch [256][620/627] lr: 2.259e-05, eta: 0:00:05, time: 0.848, data_time: 0.001, memory: 11097, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4086, loss: 1.4086 2020-07-03 19:36:01,406 - mmaction - INFO - Saving checkpoint at 256 epochs