2020-06-16 23:00:11,290 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.8.3 (default, May 19 2020, 18:47:26) [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-SXM2-32GB GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-36) PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -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-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 0.5.9 MMAction: 1.0rc1+9e6323e ------------------------------------------------------------ 2020-06-16 23:00:11,298 - mmaction - INFO - Distributed training: True 2020-06-16 23:00:11,298 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction-lite/config/i3d_rgb_32x2x1_dense_r50_3d_kinetics400_100e.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet3d', pretrained2d=True, pretrained='torchvision://resnet50', depth=50, conv_cfg=dict(type='Conv3d'), norm_eval=False, inflate=((1, 1, 1), (1, 0, 1, 0), (1, 0, 1, 0, 1, 0), (0, 1, 0)), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'VideoDataset' data_root = 's3://lizz.ssd/datasets/kinetics400_256/' data_root_val = 's3://lizz.ssd/datasets/kinetics400_256/' ann_file_train = 'data/ceph/k400_train.txt' ann_file_val = 'data/ceph/k400_val.txt' ann_file_test = 'data/ceph/k400_val.txt' 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='DecordInit', io_backend='petrel', num_threads=1), dict(type='DenseSampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.8), random_crop=False, max_wh_scale_gap=0), 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='DenseSampleFrames', clip_len=32, frame_interval=2, 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='DecordInit', io_backend='petrel', num_threads=1), dict( type='DenseSampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), 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=8, 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_val, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.01, 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='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=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'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/i3d_rgb_32x2x1_dense_r50_3d_kinetics400_100e/' load_from = None resume_from = None workflow = [('train', 1)] 2020-06-16 23:00:11,298 - mmaction - INFO - Set random seed to 0, deterministic: True 2020-06-16 23:00:12,380 - mmaction - INFO - load model from: torchvision://resnet50 2020-06-16 23:00:20,284 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-06-16 23:00:21,651 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-198-4-141, work_dir: /mnt/lustre/linjintao/mmaction-lite/workdir/torch14/i3d_dense 2020-06-16 23:00:21,651 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-06-16 23:02:44,684 - mmaction - INFO - Epoch [1][20/1879] lr: 1.000e-02, eta: 15 days, 12:44:59, time: 7.142, data_time: 5.063, memory: 5170, top1_acc: 0.0063, top5_acc: 0.0125, loss_cls: 6.0048, loss: 6.0048 2020-06-16 23:02:55,494 - mmaction - INFO - Epoch [1][40/1879] lr: 1.000e-02, eta: 8 days, 8:40:31, time: 0.549, data_time: 0.013, memory: 5170, top1_acc: 0.0063, top5_acc: 0.0312, loss_cls: 6.0505, loss: 6.0505 2020-06-16 23:03:06,428 - mmaction - INFO - Epoch [1][60/1879] lr: 1.000e-02, eta: 5 days, 23:15:25, time: 0.545, data_time: 0.001, memory: 5170, top1_acc: 0.0187, top5_acc: 0.0625, loss_cls: 5.7533, loss: 5.7533 2020-06-16 23:03:17,731 - mmaction - INFO - Epoch [1][80/1879] lr: 1.000e-02, eta: 4 days, 18:48:18, time: 0.565, data_time: 0.003, memory: 5170, top1_acc: 0.0125, top5_acc: 0.0813, loss_cls: 5.6721, loss: 5.6721 2020-06-16 23:03:28,970 - mmaction - INFO - Epoch [1][100/1879] lr: 1.000e-02, eta: 4 days, 1:41:04, time: 0.561, data_time: 0.002, memory: 5170, top1_acc: 0.0312, top5_acc: 0.1187, loss_cls: 5.3777, loss: 5.3777 2020-06-16 23:03:39,872 - mmaction - INFO - Epoch [1][120/1879] lr: 1.000e-02, eta: 3 days, 14:08:36, time: 0.546, data_time: 0.005, memory: 5170, top1_acc: 0.0312, top5_acc: 0.1250, loss_cls: 5.2712, loss: 5.2712 2020-06-16 23:03:52,026 - mmaction - INFO - Epoch [1][140/1879] lr: 1.000e-02, eta: 3 days, 6:21:54, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.0625, top5_acc: 0.1625, loss_cls: 5.1274, loss: 5.1274 2020-06-16 23:04:02,657 - mmaction - INFO - Epoch [1][160/1879] lr: 1.000e-02, eta: 3 days, 0:00:38, time: 0.529, data_time: 0.003, memory: 5170, top1_acc: 0.0750, top5_acc: 0.2125, loss_cls: 4.9165, loss: 4.9165 2020-06-16 23:04:13,735 - mmaction - INFO - Epoch [1][180/1879] lr: 1.000e-02, eta: 2 days, 19:13:41, time: 0.557, data_time: 0.003, memory: 5170, top1_acc: 0.0875, top5_acc: 0.1812, loss_cls: 4.9701, loss: 4.9701 2020-06-16 23:04:25,653 - mmaction - INFO - Epoch [1][200/1879] lr: 1.000e-02, eta: 2 days, 15:36:14, time: 0.596, data_time: 0.012, memory: 5170, top1_acc: 0.0750, top5_acc: 0.2062, loss_cls: 4.8284, loss: 4.8284 2020-06-16 23:04:35,410 - mmaction - INFO - Epoch [1][220/1879] lr: 1.000e-02, eta: 2 days, 12:07:35, time: 0.488, data_time: 0.001, memory: 5170, top1_acc: 0.1000, top5_acc: 0.2062, loss_cls: 4.7829, loss: 4.7829 2020-06-16 23:04:46,189 - mmaction - INFO - Epoch [1][240/1879] lr: 1.000e-02, eta: 2 days, 9:27:14, time: 0.540, data_time: 0.001, memory: 5170, top1_acc: 0.0938, top5_acc: 0.3125, loss_cls: 4.5574, loss: 4.5574 2020-06-16 23:04:56,859 - mmaction - INFO - Epoch [1][260/1879] lr: 1.000e-02, eta: 2 days, 7:09:49, time: 0.532, data_time: 0.008, memory: 5170, top1_acc: 0.1375, top5_acc: 0.2938, loss_cls: 4.4678, loss: 4.4678 2020-06-16 23:05:07,282 - mmaction - INFO - Epoch [1][280/1879] lr: 1.000e-02, eta: 2 days, 5:08:46, time: 0.518, data_time: 0.028, memory: 5170, top1_acc: 0.1062, top5_acc: 0.2875, loss_cls: 4.3557, loss: 4.3557 2020-06-16 23:05:18,272 - mmaction - INFO - Epoch [1][300/1879] lr: 1.000e-02, eta: 2 days, 3:30:36, time: 0.550, data_time: 0.005, memory: 5170, top1_acc: 0.1062, top5_acc: 0.2750, loss_cls: 4.5914, loss: 4.5914 2020-06-16 23:05:29,139 - mmaction - INFO - Epoch [1][320/1879] lr: 1.000e-02, eta: 2 days, 2:03:55, time: 0.547, data_time: 0.004, memory: 5170, top1_acc: 0.0938, top5_acc: 0.2375, loss_cls: 4.5608, loss: 4.5608 2020-06-16 23:05:39,735 - mmaction - INFO - Epoch [1][340/1879] lr: 1.000e-02, eta: 2 days, 0:44:17, time: 0.530, data_time: 0.002, memory: 5170, top1_acc: 0.1250, top5_acc: 0.3125, loss_cls: 4.4695, loss: 4.4695 2020-06-16 23:05:49,947 - mmaction - INFO - Epoch [1][360/1879] lr: 1.000e-02, eta: 1 day, 23:30:14, time: 0.511, data_time: 0.001, memory: 5170, top1_acc: 0.1187, top5_acc: 0.3125, loss_cls: 4.4686, loss: 4.4686 2020-06-16 23:06:00,910 - mmaction - INFO - Epoch [1][380/1879] lr: 1.000e-02, eta: 1 day, 22:29:50, time: 0.547, data_time: 0.002, memory: 5170, top1_acc: 0.1187, top5_acc: 0.2875, loss_cls: 4.4961, loss: 4.4961 2020-06-16 23:06:12,395 - mmaction - INFO - Epoch [1][400/1879] lr: 1.000e-02, eta: 1 day, 21:40:02, time: 0.576, data_time: 0.002, memory: 5170, top1_acc: 0.1250, top5_acc: 0.3563, loss_cls: 4.2754, loss: 4.2754 2020-06-16 23:06:23,317 - mmaction - INFO - Epoch [1][420/1879] lr: 1.000e-02, eta: 1 day, 20:50:29, time: 0.546, data_time: 0.003, memory: 5170, top1_acc: 0.2062, top5_acc: 0.3688, loss_cls: 4.0358, loss: 4.0358 2020-06-16 23:06:33,193 - mmaction - INFO - Epoch [1][440/1879] lr: 1.000e-02, eta: 1 day, 19:57:53, time: 0.493, data_time: 0.001, memory: 5170, top1_acc: 0.0938, top5_acc: 0.3500, loss_cls: 4.2847, loss: 4.2847 2020-06-16 23:06:45,004 - mmaction - INFO - Epoch [1][460/1879] lr: 1.000e-02, eta: 1 day, 19:23:20, time: 0.592, data_time: 0.003, memory: 5170, top1_acc: 0.1187, top5_acc: 0.3000, loss_cls: 4.2737, loss: 4.2737 2020-06-16 23:06:55,229 - mmaction - INFO - Epoch [1][480/1879] lr: 1.000e-02, eta: 1 day, 18:40:57, time: 0.510, data_time: 0.002, memory: 5170, top1_acc: 0.1250, top5_acc: 0.3375, loss_cls: 4.2782, loss: 4.2782 2020-06-16 23:07:06,066 - mmaction - INFO - Epoch [1][500/1879] lr: 1.000e-02, eta: 1 day, 18:05:54, time: 0.541, data_time: 0.002, memory: 5170, top1_acc: 0.1625, top5_acc: 0.3563, loss_cls: 4.1607, loss: 4.1607 2020-06-16 23:07:16,148 - mmaction - INFO - Epoch [1][520/1879] lr: 1.000e-02, eta: 1 day, 17:29:06, time: 0.505, data_time: 0.003, memory: 5170, top1_acc: 0.1500, top5_acc: 0.3500, loss_cls: 4.1311, loss: 4.1311 2020-06-16 23:07:26,461 - mmaction - INFO - Epoch [1][540/1879] lr: 1.000e-02, eta: 1 day, 16:56:23, time: 0.516, data_time: 0.002, memory: 5170, top1_acc: 0.1375, top5_acc: 0.3875, loss_cls: 4.1488, loss: 4.1488 2020-06-16 23:07:36,554 - mmaction - INFO - Epoch [1][560/1879] lr: 1.000e-02, eta: 1 day, 16:24:43, time: 0.505, data_time: 0.003, memory: 5170, top1_acc: 0.1562, top5_acc: 0.4437, loss_cls: 4.0461, loss: 4.0461 2020-06-16 23:07:48,041 - mmaction - INFO - Epoch [1][580/1879] lr: 1.000e-02, eta: 1 day, 16:02:30, time: 0.573, data_time: 0.001, memory: 5170, top1_acc: 0.1313, top5_acc: 0.3187, loss_cls: 4.1805, loss: 4.1805 2020-06-16 23:07:58,937 - mmaction - INFO - Epoch [1][600/1879] lr: 1.000e-02, eta: 1 day, 15:38:45, time: 0.544, data_time: 0.003, memory: 5170, top1_acc: 0.1750, top5_acc: 0.3875, loss_cls: 4.0840, loss: 4.0840 2020-06-16 23:08:09,185 - mmaction - INFO - Epoch [1][620/1879] lr: 1.000e-02, eta: 1 day, 15:13:34, time: 0.514, data_time: 0.003, memory: 5170, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.8830, loss: 3.8830 2020-06-16 23:08:20,581 - mmaction - INFO - Epoch [1][640/1879] lr: 1.000e-02, eta: 1 day, 14:55:15, time: 0.569, data_time: 0.002, memory: 5170, top1_acc: 0.1750, top5_acc: 0.3625, loss_cls: 4.1538, loss: 4.1538 2020-06-16 23:08:31,065 - mmaction - INFO - Epoch [1][660/1879] lr: 1.000e-02, eta: 1 day, 14:33:49, time: 0.524, data_time: 0.002, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.7960, loss: 3.7960 2020-06-16 23:08:43,156 - mmaction - INFO - Epoch [1][680/1879] lr: 1.000e-02, eta: 1 day, 14:20:58, time: 0.604, data_time: 0.003, memory: 5170, top1_acc: 0.1812, top5_acc: 0.3875, loss_cls: 3.9659, loss: 3.9659 2020-06-16 23:08:52,923 - mmaction - INFO - Epoch [1][700/1879] lr: 1.000e-02, eta: 1 day, 13:58:40, time: 0.490, data_time: 0.002, memory: 5170, top1_acc: 0.1562, top5_acc: 0.4000, loss_cls: 4.0145, loss: 4.0145 2020-06-16 23:09:03,469 - mmaction - INFO - Epoch [1][720/1879] lr: 1.000e-02, eta: 1 day, 13:40:41, time: 0.526, data_time: 0.003, memory: 5170, top1_acc: 0.1875, top5_acc: 0.4625, loss_cls: 3.6860, loss: 3.6860 2020-06-16 23:09:14,470 - mmaction - INFO - Epoch [1][740/1879] lr: 1.000e-02, eta: 1 day, 13:25:43, time: 0.550, data_time: 0.003, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4375, loss_cls: 3.7488, loss: 3.7488 2020-06-16 23:09:25,125 - mmaction - INFO - Epoch [1][760/1879] lr: 1.000e-02, eta: 1 day, 13:10:08, time: 0.533, data_time: 0.003, memory: 5170, top1_acc: 0.1750, top5_acc: 0.3750, loss_cls: 4.1741, loss: 4.1741 2020-06-16 23:09:35,402 - mmaction - INFO - Epoch [1][780/1879] lr: 1.000e-02, eta: 1 day, 12:53:53, time: 0.515, data_time: 0.003, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4562, loss_cls: 3.7642, loss: 3.7642 2020-06-16 23:09:46,462 - mmaction - INFO - Epoch [1][800/1879] lr: 1.000e-02, eta: 1 day, 12:41:17, time: 0.551, data_time: 0.001, memory: 5170, top1_acc: 0.1750, top5_acc: 0.4250, loss_cls: 3.9368, loss: 3.9368 2020-06-16 23:09:56,494 - mmaction - INFO - Epoch [1][820/1879] lr: 1.000e-02, eta: 1 day, 12:25:37, time: 0.503, data_time: 0.004, memory: 5170, top1_acc: 0.1812, top5_acc: 0.4125, loss_cls: 3.9051, loss: 3.9051 2020-06-16 23:10:06,664 - mmaction - INFO - Epoch [1][840/1879] lr: 1.000e-02, eta: 1 day, 12:11:09, time: 0.509, data_time: 0.002, memory: 5170, top1_acc: 0.2000, top5_acc: 0.3875, loss_cls: 3.9603, loss: 3.9603 2020-06-16 23:10:17,664 - mmaction - INFO - Epoch [1][860/1879] lr: 1.000e-02, eta: 1 day, 12:00:09, time: 0.548, data_time: 0.002, memory: 5170, top1_acc: 0.1812, top5_acc: 0.3812, loss_cls: 3.7509, loss: 3.7509 2020-06-16 23:10:28,682 - mmaction - INFO - Epoch [1][880/1879] lr: 1.000e-02, eta: 1 day, 11:50:01, time: 0.553, data_time: 0.003, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.7779, loss: 3.7779 2020-06-16 23:10:38,935 - mmaction - INFO - Epoch [1][900/1879] lr: 1.000e-02, eta: 1 day, 11:37:25, time: 0.511, data_time: 0.001, memory: 5170, top1_acc: 0.1812, top5_acc: 0.4125, loss_cls: 3.9198, loss: 3.9198 2020-06-16 23:10:48,723 - mmaction - INFO - Epoch [1][920/1879] lr: 1.000e-02, eta: 1 day, 11:23:56, time: 0.490, data_time: 0.002, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4625, loss_cls: 3.7626, loss: 3.7626 2020-06-16 23:11:00,613 - mmaction - INFO - Epoch [1][940/1879] lr: 1.000e-02, eta: 1 day, 11:17:55, time: 0.594, data_time: 0.003, memory: 5170, top1_acc: 0.1875, top5_acc: 0.4375, loss_cls: 3.8737, loss: 3.8737 2020-06-16 23:11:10,701 - mmaction - INFO - Epoch [1][960/1879] lr: 1.000e-02, eta: 1 day, 11:06:23, time: 0.506, data_time: 0.002, memory: 5170, top1_acc: 0.1812, top5_acc: 0.4437, loss_cls: 3.9320, loss: 3.9320 2020-06-16 23:11:21,503 - mmaction - INFO - Epoch [1][980/1879] lr: 1.000e-02, eta: 1 day, 10:57:31, time: 0.540, data_time: 0.001, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4813, loss_cls: 3.8078, loss: 3.8078 2020-06-16 23:11:31,870 - mmaction - INFO - Epoch [1][1000/1879] lr: 1.000e-02, eta: 1 day, 10:47:37, time: 0.518, data_time: 0.000, memory: 5170, top1_acc: 0.1812, top5_acc: 0.4437, loss_cls: 3.7897, loss: 3.7897 2020-06-16 23:11:43,579 - mmaction - INFO - Epoch [1][1020/1879] lr: 1.000e-02, eta: 1 day, 10:42:03, time: 0.583, data_time: 0.012, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4437, loss_cls: 3.7467, loss: 3.7467 2020-06-16 23:11:54,124 - mmaction - INFO - Epoch [1][1040/1879] lr: 1.000e-02, eta: 1 day, 10:33:22, time: 0.527, data_time: 0.004, memory: 5170, top1_acc: 0.1875, top5_acc: 0.4188, loss_cls: 3.8128, loss: 3.8128 2020-06-16 23:12:05,260 - mmaction - INFO - Epoch [1][1060/1879] lr: 1.000e-02, eta: 1 day, 10:26:56, time: 0.560, data_time: 0.079, memory: 5170, top1_acc: 0.2313, top5_acc: 0.5000, loss_cls: 3.6026, loss: 3.6026 2020-06-16 23:12:15,884 - mmaction - INFO - Epoch [1][1080/1879] lr: 1.000e-02, eta: 1 day, 10:19:01, time: 0.530, data_time: 0.178, memory: 5170, top1_acc: 0.1812, top5_acc: 0.3750, loss_cls: 3.9642, loss: 3.9642 2020-06-16 23:12:26,534 - mmaction - INFO - Epoch [1][1100/1879] lr: 1.000e-02, eta: 1 day, 10:11:32, time: 0.533, data_time: 0.082, memory: 5170, top1_acc: 0.2062, top5_acc: 0.4688, loss_cls: 3.6749, loss: 3.6749 2020-06-16 23:12:36,782 - mmaction - INFO - Epoch [1][1120/1879] lr: 1.000e-02, eta: 1 day, 10:03:09, time: 0.512, data_time: 0.002, memory: 5170, top1_acc: 0.2250, top5_acc: 0.5250, loss_cls: 3.5863, loss: 3.5863 2020-06-16 23:12:47,223 - mmaction - INFO - Epoch [1][1140/1879] lr: 1.000e-02, eta: 1 day, 9:55:34, time: 0.521, data_time: 0.001, memory: 5170, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.5994, loss: 3.5994 2020-06-16 23:12:58,615 - mmaction - INFO - Epoch [1][1160/1879] lr: 1.000e-02, eta: 1 day, 9:50:52, time: 0.570, data_time: 0.046, memory: 5170, top1_acc: 0.2188, top5_acc: 0.5062, loss_cls: 3.5264, loss: 3.5264 2020-06-16 23:13:09,176 - mmaction - INFO - Epoch [1][1180/1879] lr: 1.000e-02, eta: 1 day, 9:44:00, time: 0.527, data_time: 0.011, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4938, loss_cls: 3.6677, loss: 3.6677 2020-06-16 23:13:19,289 - mmaction - INFO - Epoch [1][1200/1879] lr: 1.000e-02, eta: 1 day, 9:36:16, time: 0.505, data_time: 0.038, memory: 5170, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.6597, loss: 3.6597 2020-06-16 23:13:30,341 - mmaction - INFO - Epoch [1][1220/1879] lr: 1.000e-02, eta: 1 day, 9:31:18, time: 0.555, data_time: 0.053, memory: 5170, top1_acc: 0.2250, top5_acc: 0.5000, loss_cls: 3.5978, loss: 3.5978 2020-06-16 23:13:41,775 - mmaction - INFO - Epoch [1][1240/1879] lr: 1.000e-02, eta: 1 day, 9:27:13, time: 0.569, data_time: 0.002, memory: 5170, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.8260, loss: 3.8260 2020-06-16 23:13:51,795 - mmaction - INFO - Epoch [1][1260/1879] lr: 1.000e-02, eta: 1 day, 9:19:59, time: 0.503, data_time: 0.003, memory: 5170, top1_acc: 0.2062, top5_acc: 0.5125, loss_cls: 3.6447, loss: 3.6447 2020-06-16 23:14:02,693 - mmaction - INFO - Epoch [1][1280/1879] lr: 1.000e-02, eta: 1 day, 9:14:59, time: 0.545, data_time: 0.002, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5188, loss_cls: 3.5144, loss: 3.5144 2020-06-16 23:14:13,831 - mmaction - INFO - Epoch [1][1300/1879] lr: 1.000e-02, eta: 1 day, 9:10:38, time: 0.555, data_time: 0.001, memory: 5170, top1_acc: 0.2875, top5_acc: 0.4688, loss_cls: 3.6266, loss: 3.6266 2020-06-16 23:14:24,442 - mmaction - INFO - Epoch [1][1320/1879] lr: 1.000e-02, eta: 1 day, 9:05:17, time: 0.531, data_time: 0.005, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4188, loss_cls: 3.7100, loss: 3.7100 2020-06-16 23:14:34,580 - mmaction - INFO - Epoch [1][1340/1879] lr: 1.000e-02, eta: 1 day, 8:59:02, time: 0.508, data_time: 0.003, memory: 5170, top1_acc: 0.1750, top5_acc: 0.4562, loss_cls: 3.8113, loss: 3.8113 2020-06-16 23:14:45,981 - mmaction - INFO - Epoch [1][1360/1879] lr: 1.000e-02, eta: 1 day, 8:55:44, time: 0.569, data_time: 0.006, memory: 5170, top1_acc: 0.2437, top5_acc: 0.5250, loss_cls: 3.3258, loss: 3.3258 2020-06-16 23:14:55,673 - mmaction - INFO - Epoch [1][1380/1879] lr: 1.000e-02, eta: 1 day, 8:48:40, time: 0.483, data_time: 0.003, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.4972, loss: 3.4972 2020-06-16 23:15:06,360 - mmaction - INFO - Epoch [1][1400/1879] lr: 1.000e-02, eta: 1 day, 8:44:10, time: 0.537, data_time: 0.009, memory: 5170, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.5436, loss: 3.5436 2020-06-16 23:15:16,893 - mmaction - INFO - Epoch [1][1420/1879] lr: 1.000e-02, eta: 1 day, 8:39:18, time: 0.526, data_time: 0.002, memory: 5170, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.5905, loss: 3.5905 2020-06-16 23:15:28,147 - mmaction - INFO - Epoch [1][1440/1879] lr: 1.000e-02, eta: 1 day, 8:36:11, time: 0.563, data_time: 0.002, memory: 5170, top1_acc: 0.2437, top5_acc: 0.4688, loss_cls: 3.6678, loss: 3.6678 2020-06-16 23:15:38,776 - mmaction - INFO - Epoch [1][1460/1879] lr: 1.000e-02, eta: 1 day, 8:31:44, time: 0.530, data_time: 0.046, memory: 5170, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.3749, loss: 3.3749 2020-06-16 23:15:49,253 - mmaction - INFO - Epoch [1][1480/1879] lr: 1.000e-02, eta: 1 day, 8:27:16, time: 0.527, data_time: 0.003, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4500, loss_cls: 3.6562, loss: 3.6562 2020-06-16 23:16:00,109 - mmaction - INFO - Epoch [1][1500/1879] lr: 1.000e-02, eta: 1 day, 8:23:29, time: 0.540, data_time: 0.002, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.4768, loss: 3.4768 2020-06-16 23:16:10,673 - mmaction - INFO - Epoch [1][1520/1879] lr: 1.000e-02, eta: 1 day, 8:19:15, time: 0.527, data_time: 0.003, memory: 5170, top1_acc: 0.2250, top5_acc: 0.5000, loss_cls: 3.6172, loss: 3.6172 2020-06-16 23:16:20,983 - mmaction - INFO - Epoch [1][1540/1879] lr: 1.000e-02, eta: 1 day, 8:14:45, time: 0.518, data_time: 0.005, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.6878, loss: 3.6878 2020-06-16 23:16:31,647 - mmaction - INFO - Epoch [1][1560/1879] lr: 1.000e-02, eta: 1 day, 8:10:55, time: 0.532, data_time: 0.001, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4437, loss_cls: 3.7684, loss: 3.7684 2020-06-16 23:16:41,797 - mmaction - INFO - Epoch [1][1580/1879] lr: 1.000e-02, eta: 1 day, 8:06:19, time: 0.510, data_time: 0.003, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.4741, loss: 3.4741 2020-06-16 23:16:52,712 - mmaction - INFO - Epoch [1][1600/1879] lr: 1.000e-02, eta: 1 day, 8:03:07, time: 0.543, data_time: 0.001, memory: 5170, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.4770, loss: 3.4770 2020-06-16 23:17:03,498 - mmaction - INFO - Epoch [1][1620/1879] lr: 1.000e-02, eta: 1 day, 7:59:56, time: 0.541, data_time: 0.030, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.5588, loss: 3.5588 2020-06-16 23:17:13,814 - mmaction - INFO - Epoch [1][1640/1879] lr: 1.000e-02, eta: 1 day, 7:55:50, time: 0.516, data_time: 0.006, memory: 5170, top1_acc: 0.1812, top5_acc: 0.4938, loss_cls: 3.6489, loss: 3.6489 2020-06-16 23:17:24,627 - mmaction - INFO - Epoch [1][1660/1879] lr: 1.000e-02, eta: 1 day, 7:52:43, time: 0.539, data_time: 0.174, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5813, loss_cls: 3.1648, loss: 3.1648 2020-06-16 23:17:34,968 - mmaction - INFO - Epoch [1][1680/1879] lr: 1.000e-02, eta: 1 day, 7:48:52, time: 0.518, data_time: 0.005, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4313, loss_cls: 3.6610, loss: 3.6610 2020-06-16 23:17:45,985 - mmaction - INFO - Epoch [1][1700/1879] lr: 1.000e-02, eta: 1 day, 7:46:20, time: 0.551, data_time: 0.002, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.5392, loss: 3.5392 2020-06-16 23:17:56,941 - mmaction - INFO - Epoch [1][1720/1879] lr: 1.000e-02, eta: 1 day, 7:43:45, time: 0.548, data_time: 0.002, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.4233, loss: 3.4233 2020-06-16 23:18:07,716 - mmaction - INFO - Epoch [1][1740/1879] lr: 1.000e-02, eta: 1 day, 7:40:47, time: 0.536, data_time: 0.000, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 3.1322, loss: 3.1322 2020-06-16 23:18:19,497 - mmaction - INFO - Epoch [1][1760/1879] lr: 1.000e-02, eta: 1 day, 7:39:47, time: 0.590, data_time: 0.005, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.0540, loss: 3.0540 2020-06-16 23:18:30,750 - mmaction - INFO - Epoch [1][1780/1879] lr: 1.000e-02, eta: 1 day, 7:37:53, time: 0.564, data_time: 0.002, memory: 5170, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.2801, loss: 3.2801 2020-06-16 23:18:41,197 - mmaction - INFO - Epoch [1][1800/1879] lr: 1.000e-02, eta: 1 day, 7:34:37, time: 0.523, data_time: 0.002, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.5631, loss: 3.5631 2020-06-16 23:18:52,561 - mmaction - INFO - Epoch [1][1820/1879] lr: 1.000e-02, eta: 1 day, 7:32:54, time: 0.566, data_time: 0.001, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4437, loss_cls: 3.6901, loss: 3.6901 2020-06-16 23:19:04,027 - mmaction - INFO - Epoch [1][1840/1879] lr: 1.000e-02, eta: 1 day, 7:31:29, time: 0.574, data_time: 0.003, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2318, loss: 3.2318 2020-06-16 23:19:13,772 - mmaction - INFO - Epoch [1][1860/1879] lr: 1.000e-02, eta: 1 day, 7:27:12, time: 0.488, data_time: 0.001, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4375, loss_cls: 3.6961, loss: 3.6961 2020-06-16 23:19:30,784 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-06-16 23:21:34,608 - mmaction - INFO - Epoch [2][20/1879] lr: 1.000e-02, eta: 1 day, 10:08:59, time: 6.154, data_time: 5.610, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.4920, loss: 3.4920 2020-06-16 23:21:45,955 - mmaction - INFO - Epoch [2][40/1879] lr: 1.000e-02, eta: 1 day, 10:05:46, time: 0.568, data_time: 0.005, memory: 5170, top1_acc: 0.2437, top5_acc: 0.5188, loss_cls: 3.3654, loss: 3.3654 2020-06-16 23:21:57,000 - mmaction - INFO - Epoch [2][60/1879] lr: 1.000e-02, eta: 1 day, 10:02:06, time: 0.552, data_time: 0.004, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5625, loss_cls: 3.3646, loss: 3.3646 2020-06-16 23:22:08,135 - mmaction - INFO - Epoch [2][80/1879] lr: 1.000e-02, eta: 1 day, 9:58:38, time: 0.556, data_time: 0.002, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3566, loss: 3.3566 2020-06-16 23:22:19,105 - mmaction - INFO - Epoch [2][100/1879] lr: 1.000e-02, eta: 1 day, 9:54:41, time: 0.539, data_time: 0.034, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 3.0336, loss: 3.0336 2020-06-16 23:22:29,944 - mmaction - INFO - Epoch [2][120/1879] lr: 1.000e-02, eta: 1 day, 9:51:15, time: 0.553, data_time: 0.013, memory: 5170, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5452, loss: 3.5452 2020-06-16 23:22:40,998 - mmaction - INFO - Epoch [2][140/1879] lr: 1.000e-02, eta: 1 day, 9:47:45, time: 0.549, data_time: 0.002, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.1897, loss: 3.1897 2020-06-16 23:22:52,666 - mmaction - INFO - Epoch [2][160/1879] lr: 1.000e-02, eta: 1 day, 9:45:28, time: 0.586, data_time: 0.005, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.3304, loss: 3.3304 2020-06-16 23:23:03,304 - mmaction - INFO - Epoch [2][180/1879] lr: 1.000e-02, eta: 1 day, 9:41:38, time: 0.534, data_time: 0.004, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.3403, loss: 3.3403 2020-06-16 23:23:14,020 - mmaction - INFO - Epoch [2][200/1879] lr: 1.000e-02, eta: 1 day, 9:37:52, time: 0.534, data_time: 0.000, memory: 5170, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.4723, loss: 3.4723 2020-06-16 23:23:25,387 - mmaction - INFO - Epoch [2][220/1879] lr: 1.000e-02, eta: 1 day, 9:35:11, time: 0.568, data_time: 0.005, memory: 5170, top1_acc: 0.2437, top5_acc: 0.5500, loss_cls: 3.2782, loss: 3.2782 2020-06-16 23:23:36,364 - mmaction - INFO - Epoch [2][240/1879] lr: 1.000e-02, eta: 1 day, 9:32:02, time: 0.550, data_time: 0.003, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.4100, loss: 3.4100 2020-06-16 23:23:47,131 - mmaction - INFO - Epoch [2][260/1879] lr: 1.000e-02, eta: 1 day, 9:28:32, time: 0.536, data_time: 0.004, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.1628, loss: 3.1628 2020-06-16 23:23:57,853 - mmaction - INFO - Epoch [2][280/1879] lr: 1.000e-02, eta: 1 day, 9:25:10, time: 0.539, data_time: 0.003, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0912, loss: 3.0912 2020-06-16 23:24:09,311 - mmaction - INFO - Epoch [2][300/1879] lr: 1.000e-02, eta: 1 day, 9:22:49, time: 0.573, data_time: 0.001, memory: 5170, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.3729, loss: 3.3729 2020-06-16 23:24:20,331 - mmaction - INFO - Epoch [2][320/1879] lr: 1.000e-02, eta: 1 day, 9:19:53, time: 0.551, data_time: 0.001, memory: 5170, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0922, loss: 3.0922 2020-06-16 23:24:31,070 - mmaction - INFO - Epoch [2][340/1879] lr: 1.000e-02, eta: 1 day, 9:16:38, time: 0.537, data_time: 0.085, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.4831, loss: 3.4831 2020-06-16 23:24:41,695 - mmaction - INFO - Epoch [2][360/1879] lr: 1.000e-02, eta: 1 day, 9:13:12, time: 0.529, data_time: 0.166, memory: 5170, top1_acc: 0.2250, top5_acc: 0.5062, loss_cls: 3.5134, loss: 3.5134 2020-06-16 23:24:52,202 - mmaction - INFO - Epoch [2][380/1879] lr: 1.000e-02, eta: 1 day, 9:09:47, time: 0.527, data_time: 0.068, memory: 5170, top1_acc: 0.3625, top5_acc: 0.5563, loss_cls: 3.0398, loss: 3.0398 2020-06-16 23:25:03,231 - mmaction - INFO - Epoch [2][400/1879] lr: 1.000e-02, eta: 1 day, 9:07:06, time: 0.552, data_time: 0.081, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1176, loss: 3.1176 2020-06-16 23:25:14,562 - mmaction - INFO - Epoch [2][420/1879] lr: 1.000e-02, eta: 1 day, 9:04:51, time: 0.567, data_time: 0.001, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1971, loss: 3.1971 2020-06-16 23:25:25,085 - mmaction - INFO - Epoch [2][440/1879] lr: 1.000e-02, eta: 1 day, 9:01:29, time: 0.524, data_time: 0.000, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.1793, loss: 3.1793 2020-06-16 23:25:36,052 - mmaction - INFO - Epoch [2][460/1879] lr: 1.000e-02, eta: 1 day, 8:58:53, time: 0.550, data_time: 0.004, memory: 5170, top1_acc: 0.2375, top5_acc: 0.5062, loss_cls: 3.4211, loss: 3.4211 2020-06-16 23:25:47,383 - mmaction - INFO - Epoch [2][480/1879] lr: 1.000e-02, eta: 1 day, 8:56:43, time: 0.565, data_time: 0.099, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.1633, loss: 3.1633 2020-06-16 23:25:58,743 - mmaction - INFO - Epoch [2][500/1879] lr: 1.000e-02, eta: 1 day, 8:54:39, time: 0.568, data_time: 0.080, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1482, loss: 3.1482 2020-06-16 23:26:09,371 - mmaction - INFO - Epoch [2][520/1879] lr: 1.000e-02, eta: 1 day, 8:51:41, time: 0.532, data_time: 0.002, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.3431, loss: 3.3431 2020-06-16 23:26:20,056 - mmaction - INFO - Epoch [2][540/1879] lr: 1.000e-02, eta: 1 day, 8:48:48, time: 0.533, data_time: 0.004, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.2534, loss: 3.2534 2020-06-16 23:26:30,950 - mmaction - INFO - Epoch [2][560/1879] lr: 1.000e-02, eta: 1 day, 8:46:14, time: 0.544, data_time: 0.003, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5875, loss_cls: 3.2325, loss: 3.2325 2020-06-16 23:26:41,623 - mmaction - INFO - Epoch [2][580/1879] lr: 1.000e-02, eta: 1 day, 8:43:31, time: 0.537, data_time: 0.005, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.0215, loss: 3.0215 2020-06-16 23:26:52,691 - mmaction - INFO - Epoch [2][600/1879] lr: 1.000e-02, eta: 1 day, 8:41:13, time: 0.552, data_time: 0.001, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2227, loss: 3.2227 2020-06-16 23:27:03,678 - mmaction - INFO - Epoch [2][620/1879] lr: 1.000e-02, eta: 1 day, 8:38:54, time: 0.549, data_time: 0.004, memory: 5170, top1_acc: 0.2500, top5_acc: 0.5312, loss_cls: 3.3348, loss: 3.3348 2020-06-16 23:27:14,786 - mmaction - INFO - Epoch [2][640/1879] lr: 1.000e-02, eta: 1 day, 8:36:48, time: 0.557, data_time: 0.003, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.0343, loss: 3.0343 2020-06-16 23:27:26,992 - mmaction - INFO - Epoch [2][660/1879] lr: 1.000e-02, eta: 1 day, 8:36:00, time: 0.609, data_time: 0.003, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.0703, loss: 3.0703 2020-06-16 23:27:37,499 - mmaction - INFO - Epoch [2][680/1879] lr: 1.000e-02, eta: 1 day, 8:33:13, time: 0.527, data_time: 0.004, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.2717, loss: 3.2717 2020-06-16 23:27:48,041 - mmaction - INFO - Epoch [2][700/1879] lr: 1.000e-02, eta: 1 day, 8:30:27, time: 0.525, data_time: 0.000, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1888, loss: 3.1888 2020-06-16 23:27:59,011 - mmaction - INFO - Epoch [2][720/1879] lr: 1.000e-02, eta: 1 day, 8:28:14, time: 0.547, data_time: 0.004, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0401, loss: 3.0401 2020-06-16 23:28:09,920 - mmaction - INFO - Epoch [2][740/1879] lr: 1.000e-02, eta: 1 day, 8:26:03, time: 0.547, data_time: 0.004, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.1946, loss: 3.1946 2020-06-16 23:28:20,542 - mmaction - INFO - Epoch [2][760/1879] lr: 1.000e-02, eta: 1 day, 8:23:30, time: 0.530, data_time: 0.002, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1885, loss: 3.1885 2020-06-16 23:28:31,761 - mmaction - INFO - Epoch [2][780/1879] lr: 1.000e-02, eta: 1 day, 8:21:42, time: 0.561, data_time: 0.002, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2952, loss: 3.2952 2020-06-16 23:28:42,654 - mmaction - INFO - Epoch [2][800/1879] lr: 1.000e-02, eta: 1 day, 8:19:33, time: 0.545, data_time: 0.076, memory: 5170, top1_acc: 0.1750, top5_acc: 0.5062, loss_cls: 3.4933, loss: 3.4933 2020-06-16 23:28:53,168 - mmaction - INFO - Epoch [2][820/1879] lr: 1.000e-02, eta: 1 day, 8:17:01, time: 0.526, data_time: 0.110, memory: 5170, top1_acc: 0.2938, top5_acc: 0.6188, loss_cls: 3.1329, loss: 3.1329 2020-06-16 23:29:03,731 - mmaction - INFO - Epoch [2][840/1879] lr: 1.000e-02, eta: 1 day, 8:14:32, time: 0.527, data_time: 0.012, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.2693, loss: 3.2693 2020-06-16 23:29:15,559 - mmaction - INFO - Epoch [2][860/1879] lr: 1.000e-02, eta: 1 day, 8:13:33, time: 0.593, data_time: 0.119, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5813, loss_cls: 3.1296, loss: 3.1296 2020-06-16 23:29:28,652 - mmaction - INFO - Epoch [2][880/1879] lr: 1.000e-02, eta: 1 day, 8:13:57, time: 0.654, data_time: 0.311, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.2337, loss: 3.2337 2020-06-16 23:29:38,727 - mmaction - INFO - Epoch [2][900/1879] lr: 1.000e-02, eta: 1 day, 8:11:02, time: 0.505, data_time: 0.159, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2655, loss: 3.2655 2020-06-16 23:29:50,283 - mmaction - INFO - Epoch [2][920/1879] lr: 1.000e-02, eta: 1 day, 8:09:43, time: 0.576, data_time: 0.123, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.2615, loss: 3.2615 2020-06-16 23:30:00,956 - mmaction - INFO - Epoch [2][940/1879] lr: 1.000e-02, eta: 1 day, 8:07:31, time: 0.534, data_time: 0.003, memory: 5170, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0964, loss: 3.0964 2020-06-16 23:30:10,799 - mmaction - INFO - Epoch [2][960/1879] lr: 1.000e-02, eta: 1 day, 8:04:24, time: 0.491, data_time: 0.003, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.5131, loss: 3.5131 2020-06-16 23:30:21,105 - mmaction - INFO - Epoch [2][980/1879] lr: 1.000e-02, eta: 1 day, 8:01:54, time: 0.518, data_time: 0.006, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2372, loss: 3.2372 2020-06-16 23:30:31,540 - mmaction - INFO - Epoch [2][1000/1879] lr: 1.000e-02, eta: 1 day, 7:59:30, time: 0.521, data_time: 0.000, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.2497, loss: 3.2497 2020-06-16 23:30:41,311 - mmaction - INFO - Epoch [2][1020/1879] lr: 1.000e-02, eta: 1 day, 7:56:27, time: 0.488, data_time: 0.002, memory: 5170, top1_acc: 0.2938, top5_acc: 0.6312, loss_cls: 3.1106, loss: 3.1106 2020-06-16 23:30:52,430 - mmaction - INFO - Epoch [2][1040/1879] lr: 1.000e-02, eta: 1 day, 7:54:52, time: 0.556, data_time: 0.001, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3188, loss: 3.3188 2020-06-16 23:31:03,197 - mmaction - INFO - Epoch [2][1060/1879] lr: 1.000e-02, eta: 1 day, 7:52:55, time: 0.538, data_time: 0.001, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5938, loss_cls: 3.0605, loss: 3.0605 2020-06-16 23:31:14,861 - mmaction - INFO - Epoch [2][1080/1879] lr: 1.000e-02, eta: 1 day, 7:51:56, time: 0.584, data_time: 0.001, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.7765, loss: 2.7765 2020-06-16 23:31:26,020 - mmaction - INFO - Epoch [2][1100/1879] lr: 1.000e-02, eta: 1 day, 7:50:25, time: 0.557, data_time: 0.002, memory: 5170, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 3.0700, loss: 3.0700 2020-06-16 23:31:36,817 - mmaction - INFO - Epoch [2][1120/1879] lr: 1.000e-02, eta: 1 day, 7:48:35, time: 0.541, data_time: 0.002, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.0903, loss: 3.0903 2020-06-16 23:31:48,003 - mmaction - INFO - Epoch [2][1140/1879] lr: 1.000e-02, eta: 1 day, 7:47:10, time: 0.560, data_time: 0.004, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5938, loss_cls: 3.1183, loss: 3.1183 2020-06-16 23:31:57,957 - mmaction - INFO - Epoch [2][1160/1879] lr: 1.000e-02, eta: 1 day, 7:44:30, time: 0.498, data_time: 0.000, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.8652, loss: 2.8652 2020-06-16 23:32:09,342 - mmaction - INFO - Epoch [2][1180/1879] lr: 1.000e-02, eta: 1 day, 7:43:19, time: 0.569, data_time: 0.002, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0178, loss: 3.0178 2020-06-16 23:32:19,560 - mmaction - INFO - Epoch [2][1200/1879] lr: 1.000e-02, eta: 1 day, 7:40:55, time: 0.509, data_time: 0.000, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5750, loss_cls: 3.2536, loss: 3.2536 2020-06-16 23:32:31,065 - mmaction - INFO - Epoch [2][1220/1879] lr: 1.000e-02, eta: 1 day, 7:39:55, time: 0.577, data_time: 0.004, memory: 5170, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9840, loss: 2.9840 2020-06-16 23:32:41,348 - mmaction - INFO - Epoch [2][1240/1879] lr: 1.000e-02, eta: 1 day, 7:37:39, time: 0.513, data_time: 0.001, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0269, loss: 3.0269 2020-06-16 23:32:51,903 - mmaction - INFO - Epoch [2][1260/1879] lr: 1.000e-02, eta: 1 day, 7:35:44, time: 0.528, data_time: 0.003, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0371, loss: 3.0371 2020-06-16 23:33:03,419 - mmaction - INFO - Epoch [2][1280/1879] lr: 1.000e-02, eta: 1 day, 7:34:46, time: 0.577, data_time: 0.003, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.1406, loss: 3.1406 2020-06-16 23:33:13,356 - mmaction - INFO - Epoch [2][1300/1879] lr: 1.000e-02, eta: 1 day, 7:32:14, time: 0.495, data_time: 0.003, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.1425, loss: 3.1425 2020-06-16 23:33:25,033 - mmaction - INFO - Epoch [2][1320/1879] lr: 1.000e-02, eta: 1 day, 7:31:26, time: 0.584, data_time: 0.003, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.0539, loss: 3.0539 2020-06-16 23:33:36,195 - mmaction - INFO - Epoch [2][1340/1879] lr: 1.000e-02, eta: 1 day, 7:30:09, time: 0.558, data_time: 0.004, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2746, loss: 3.2746 2020-06-16 23:33:46,968 - mmaction - INFO - Epoch [2][1360/1879] lr: 1.000e-02, eta: 1 day, 7:28:31, time: 0.539, data_time: 0.002, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.5011, loss: 3.5011 2020-06-16 23:33:58,392 - mmaction - INFO - Epoch [2][1380/1879] lr: 1.000e-02, eta: 1 day, 7:27:32, time: 0.572, data_time: 0.003, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.0486, loss: 3.0486 2020-06-16 23:34:08,292 - mmaction - INFO - Epoch [2][1400/1879] lr: 1.000e-02, eta: 1 day, 7:25:07, time: 0.495, data_time: 0.002, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1747, loss: 3.1747 2020-06-16 23:34:18,880 - mmaction - INFO - Epoch [2][1420/1879] lr: 1.000e-02, eta: 1 day, 7:23:21, time: 0.530, data_time: 0.001, memory: 5170, top1_acc: 0.3187, top5_acc: 0.6188, loss_cls: 2.9915, loss: 2.9915 2020-06-16 23:34:29,800 - mmaction - INFO - Epoch [2][1440/1879] lr: 1.000e-02, eta: 1 day, 7:21:52, time: 0.543, data_time: 0.003, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6514, loss: 2.6514 2020-06-16 23:34:40,354 - mmaction - INFO - Epoch [2][1460/1879] lr: 1.000e-02, eta: 1 day, 7:20:01, time: 0.522, data_time: 0.003, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.1902, loss: 3.1902 2020-06-16 23:34:51,253 - mmaction - INFO - Epoch [2][1480/1879] lr: 1.000e-02, eta: 1 day, 7:18:44, time: 0.553, data_time: 0.010, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2202, loss: 3.2202 2020-06-16 23:35:02,476 - mmaction - INFO - Epoch [2][1500/1879] lr: 1.000e-02, eta: 1 day, 7:17:37, time: 0.560, data_time: 0.002, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0032, loss: 3.0032 2020-06-16 23:35:12,759 - mmaction - INFO - Epoch [2][1520/1879] lr: 1.000e-02, eta: 1 day, 7:15:40, time: 0.514, data_time: 0.003, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5437, loss_cls: 3.0990, loss: 3.0990 2020-06-16 23:35:24,545 - mmaction - INFO - Epoch [2][1540/1879] lr: 1.000e-02, eta: 1 day, 7:15:05, time: 0.588, data_time: 0.002, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1392, loss: 3.1392 2020-06-16 23:35:35,119 - mmaction - INFO - Epoch [2][1560/1879] lr: 1.000e-02, eta: 1 day, 7:13:26, time: 0.529, data_time: 0.003, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.6943, loss: 2.6943 2020-06-16 23:35:46,774 - mmaction - INFO - Epoch [2][1580/1879] lr: 1.000e-02, eta: 1 day, 7:12:46, time: 0.583, data_time: 0.002, memory: 5170, top1_acc: 0.3688, top5_acc: 0.5625, loss_cls: 3.0459, loss: 3.0459 2020-06-16 23:35:57,350 - mmaction - INFO - Epoch [2][1600/1879] lr: 1.000e-02, eta: 1 day, 7:11:09, time: 0.530, data_time: 0.004, memory: 5170, top1_acc: 0.3625, top5_acc: 0.5687, loss_cls: 2.9375, loss: 2.9375 2020-06-16 23:36:08,508 - mmaction - INFO - Epoch [2][1620/1879] lr: 1.000e-02, eta: 1 day, 7:10:03, time: 0.558, data_time: 0.002, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.2596, loss: 3.2596 2020-06-16 23:36:20,158 - mmaction - INFO - Epoch [2][1640/1879] lr: 1.000e-02, eta: 1 day, 7:09:23, time: 0.581, data_time: 0.001, memory: 5170, top1_acc: 0.2625, top5_acc: 0.5813, loss_cls: 3.1431, loss: 3.1431 2020-06-16 23:36:31,740 - mmaction - INFO - Epoch [2][1660/1879] lr: 1.000e-02, eta: 1 day, 7:08:40, time: 0.579, data_time: 0.005, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.1872, loss: 3.1872 2020-06-16 23:36:42,420 - mmaction - INFO - Epoch [2][1680/1879] lr: 1.000e-02, eta: 1 day, 7:07:12, time: 0.534, data_time: 0.003, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6062, loss_cls: 2.8751, loss: 2.8751 2020-06-16 23:36:53,862 - mmaction - INFO - Epoch [2][1700/1879] lr: 1.000e-02, eta: 1 day, 7:06:23, time: 0.573, data_time: 0.003, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.1509, loss: 3.1509 2020-06-16 23:37:05,185 - mmaction - INFO - Epoch [2][1720/1879] lr: 1.000e-02, eta: 1 day, 7:05:29, time: 0.566, data_time: 0.002, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2327, loss: 3.2327 2020-06-16 23:37:15,195 - mmaction - INFO - Epoch [2][1740/1879] lr: 1.000e-02, eta: 1 day, 7:03:29, time: 0.501, data_time: 0.003, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0333, loss: 3.0333 2020-06-16 23:37:26,579 - mmaction - INFO - Epoch [2][1760/1879] lr: 1.000e-02, eta: 1 day, 7:02:38, time: 0.569, data_time: 0.017, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 3.0496, loss: 3.0496 2020-06-16 23:37:38,183 - mmaction - INFO - Epoch [2][1780/1879] lr: 1.000e-02, eta: 1 day, 7:01:59, time: 0.580, data_time: 0.057, memory: 5170, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.9120, loss: 2.9120 2020-06-16 23:37:49,080 - mmaction - INFO - Epoch [2][1800/1879] lr: 1.000e-02, eta: 1 day, 7:00:46, time: 0.546, data_time: 0.061, memory: 5170, top1_acc: 0.3063, top5_acc: 0.6312, loss_cls: 2.9500, loss: 2.9500 2020-06-16 23:37:59,213 - mmaction - INFO - Epoch [2][1820/1879] lr: 1.000e-02, eta: 1 day, 6:58:55, time: 0.506, data_time: 0.000, memory: 5170, top1_acc: 0.3125, top5_acc: 0.6312, loss_cls: 2.9843, loss: 2.9843 2020-06-16 23:38:10,029 - mmaction - INFO - Epoch [2][1840/1879] lr: 1.000e-02, eta: 1 day, 6:57:37, time: 0.539, data_time: 0.027, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.2156, loss: 3.2156 2020-06-16 23:38:21,111 - mmaction - INFO - Epoch [2][1860/1879] lr: 1.000e-02, eta: 1 day, 6:56:35, time: 0.554, data_time: 0.002, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7429, loss: 2.7429 2020-06-16 23:38:36,776 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-06-16 23:40:34,945 - mmaction - INFO - Epoch [3][20/1879] lr: 1.000e-02, eta: 1 day, 8:12:37, time: 5.885, data_time: 4.816, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.8629, loss: 2.8629 2020-06-16 23:40:45,269 - mmaction - INFO - Epoch [3][40/1879] lr: 1.000e-02, eta: 1 day, 8:10:36, time: 0.518, data_time: 0.006, memory: 5170, top1_acc: 0.3688, top5_acc: 0.5625, loss_cls: 3.1895, loss: 3.1895 2020-06-16 23:40:56,699 - mmaction - INFO - Epoch [3][60/1879] lr: 1.000e-02, eta: 1 day, 8:09:27, time: 0.571, data_time: 0.001, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.1752, loss: 3.1752 2020-06-16 23:41:07,913 - mmaction - INFO - Epoch [3][80/1879] lr: 1.000e-02, eta: 1 day, 8:08:08, time: 0.560, data_time: 0.003, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.8849, loss: 2.8849 2020-06-16 23:41:18,970 - mmaction - INFO - Epoch [3][100/1879] lr: 1.000e-02, eta: 1 day, 8:06:44, time: 0.553, data_time: 0.003, memory: 5170, top1_acc: 0.3000, top5_acc: 0.6188, loss_cls: 3.0153, loss: 3.0153 2020-06-16 23:41:30,920 - mmaction - INFO - Epoch [3][120/1879] lr: 1.000e-02, eta: 1 day, 8:06:02, time: 0.598, data_time: 0.003, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 2.9337, loss: 2.9337 2020-06-16 23:41:41,032 - mmaction - INFO - Epoch [3][140/1879] lr: 1.000e-02, eta: 1 day, 8:03:53, time: 0.504, data_time: 0.004, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 2.9527, loss: 2.9527 2020-06-16 23:41:52,947 - mmaction - INFO - Epoch [3][160/1879] lr: 1.000e-02, eta: 1 day, 8:03:13, time: 0.598, data_time: 0.004, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7511, loss: 2.7511 2020-06-16 23:42:03,621 - mmaction - INFO - Epoch [3][180/1879] lr: 1.000e-02, eta: 1 day, 8:01:30, time: 0.531, data_time: 0.003, memory: 5170, top1_acc: 0.3125, top5_acc: 0.6562, loss_cls: 2.8192, loss: 2.8192 2020-06-16 23:42:15,669 - mmaction - INFO - Epoch [3][200/1879] lr: 1.000e-02, eta: 1 day, 8:00:58, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8694, loss: 2.8694 2020-06-16 23:42:25,405 - mmaction - INFO - Epoch [3][220/1879] lr: 1.000e-02, eta: 1 day, 7:58:37, time: 0.487, data_time: 0.004, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6625, loss_cls: 2.8684, loss: 2.8684 2020-06-16 23:42:36,429 - mmaction - INFO - Epoch [3][240/1879] lr: 1.000e-02, eta: 1 day, 7:57:14, time: 0.549, data_time: 0.001, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1191, loss: 3.1191 2020-06-16 23:42:46,837 - mmaction - INFO - Epoch [3][260/1879] lr: 1.000e-02, eta: 1 day, 7:55:24, time: 0.520, data_time: 0.004, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9149, loss: 2.9149 2020-06-16 23:42:57,582 - mmaction - INFO - Epoch [3][280/1879] lr: 1.000e-02, eta: 1 day, 7:53:53, time: 0.538, data_time: 0.004, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.7467, loss: 2.7467 2020-06-16 23:43:08,299 - mmaction - INFO - Epoch [3][300/1879] lr: 1.000e-02, eta: 1 day, 7:52:20, time: 0.535, data_time: 0.005, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9379, loss: 2.9379 2020-06-16 23:43:18,993 - mmaction - INFO - Epoch [3][320/1879] lr: 1.000e-02, eta: 1 day, 7:50:46, time: 0.535, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.8234, loss: 2.8234 2020-06-16 23:43:31,037 - mmaction - INFO - Epoch [3][340/1879] lr: 1.000e-02, eta: 1 day, 7:50:15, time: 0.603, data_time: 0.003, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 2.9974, loss: 2.9974 2020-06-16 23:43:41,175 - mmaction - INFO - Epoch [3][360/1879] lr: 1.000e-02, eta: 1 day, 7:48:12, time: 0.499, data_time: 0.004, memory: 5170, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.9348, loss: 2.9348 2020-06-16 23:43:51,647 - mmaction - INFO - Epoch [3][380/1879] lr: 1.000e-02, eta: 1 day, 7:46:39, time: 0.532, data_time: 0.010, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.4697, loss: 2.4697 2020-06-16 23:44:02,058 - mmaction - INFO - Epoch [3][400/1879] lr: 1.000e-02, eta: 1 day, 7:44:57, time: 0.521, data_time: 0.043, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.1983, loss: 3.1983 2020-06-16 23:44:13,197 - mmaction - INFO - Epoch [3][420/1879] lr: 1.000e-02, eta: 1 day, 7:43:45, time: 0.555, data_time: 0.005, memory: 5170, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9994, loss: 2.9994 2020-06-16 23:44:24,516 - mmaction - INFO - Epoch [3][440/1879] lr: 1.000e-02, eta: 1 day, 7:42:44, time: 0.566, data_time: 0.005, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0194, loss: 3.0194 2020-06-16 23:44:35,313 - mmaction - INFO - Epoch [3][460/1879] lr: 1.000e-02, eta: 1 day, 7:41:22, time: 0.542, data_time: 0.136, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.8353, loss: 2.8353 2020-06-16 23:44:46,163 - mmaction - INFO - Epoch [3][480/1879] lr: 1.000e-02, eta: 1 day, 7:40:01, time: 0.542, data_time: 0.002, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.8802, loss: 2.8802 2020-06-16 23:44:57,495 - mmaction - INFO - Epoch [3][500/1879] lr: 1.000e-02, eta: 1 day, 7:39:03, time: 0.567, data_time: 0.001, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6917, loss: 2.6917 2020-06-16 23:45:08,209 - mmaction - INFO - Epoch [3][520/1879] lr: 1.000e-02, eta: 1 day, 7:37:37, time: 0.535, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.7717, loss: 2.7717 2020-06-16 23:45:19,626 - mmaction - INFO - Epoch [3][540/1879] lr: 1.000e-02, eta: 1 day, 7:36:41, time: 0.569, data_time: 0.001, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.8169, loss: 2.8169 2020-06-16 23:45:29,895 - mmaction - INFO - Epoch [3][560/1879] lr: 1.000e-02, eta: 1 day, 7:34:58, time: 0.514, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9660, loss: 2.9660 2020-06-16 23:45:40,832 - mmaction - INFO - Epoch [3][580/1879] lr: 1.000e-02, eta: 1 day, 7:33:45, time: 0.547, data_time: 0.007, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9703, loss: 2.9703 2020-06-16 23:45:52,154 - mmaction - INFO - Epoch [3][600/1879] lr: 1.000e-02, eta: 1 day, 7:32:48, time: 0.566, data_time: 0.002, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.8281, loss: 2.8281 2020-06-16 23:46:03,335 - mmaction - INFO - Epoch [3][620/1879] lr: 1.000e-02, eta: 1 day, 7:31:46, time: 0.559, data_time: 0.004, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9781, loss: 2.9781 2020-06-16 23:46:14,523 - mmaction - INFO - Epoch [3][640/1879] lr: 1.000e-02, eta: 1 day, 7:30:45, time: 0.561, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8618, loss: 2.8618 2020-06-16 23:46:26,382 - mmaction - INFO - Epoch [3][660/1879] lr: 1.000e-02, eta: 1 day, 7:30:10, time: 0.591, data_time: 0.145, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0545, loss: 3.0545 2020-06-16 23:46:36,341 - mmaction - INFO - Epoch [3][680/1879] lr: 1.000e-02, eta: 1 day, 7:28:18, time: 0.498, data_time: 0.157, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1113, loss: 3.1113 2020-06-16 23:46:47,446 - mmaction - INFO - Epoch [3][700/1879] lr: 1.000e-02, eta: 1 day, 7:27:13, time: 0.554, data_time: 0.212, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.8766, loss: 2.8766 2020-06-16 23:46:58,479 - mmaction - INFO - Epoch [3][720/1879] lr: 1.000e-02, eta: 1 day, 7:26:10, time: 0.555, data_time: 0.209, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.7556, loss: 2.7556 2020-06-16 23:47:09,725 - mmaction - INFO - Epoch [3][740/1879] lr: 1.000e-02, eta: 1 day, 7:25:14, time: 0.563, data_time: 0.148, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6875, loss_cls: 2.6290, loss: 2.6290 2020-06-16 23:47:20,389 - mmaction - INFO - Epoch [3][760/1879] lr: 1.000e-02, eta: 1 day, 7:23:53, time: 0.533, data_time: 0.001, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.1909, loss: 3.1909 2020-06-16 23:47:31,312 - mmaction - INFO - Epoch [3][780/1879] lr: 1.000e-02, eta: 1 day, 7:22:43, time: 0.545, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.7000, loss_cls: 2.6547, loss: 2.6547 2020-06-16 23:47:42,809 - mmaction - INFO - Epoch [3][800/1879] lr: 1.000e-02, eta: 1 day, 7:21:58, time: 0.575, data_time: 0.002, memory: 5170, top1_acc: 0.2750, top5_acc: 0.6188, loss_cls: 2.9747, loss: 2.9747 2020-06-16 23:47:52,748 - mmaction - INFO - Epoch [3][820/1879] lr: 1.000e-02, eta: 1 day, 7:20:10, time: 0.497, data_time: 0.002, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6562, loss_cls: 2.7669, loss: 2.7669 2020-06-16 23:48:04,054 - mmaction - INFO - Epoch [3][840/1879] lr: 1.000e-02, eta: 1 day, 7:19:17, time: 0.564, data_time: 0.002, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7000, loss: 2.7000 2020-06-16 23:48:15,170 - mmaction - INFO - Epoch [3][860/1879] lr: 1.000e-02, eta: 1 day, 7:18:18, time: 0.557, data_time: 0.004, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.7603, loss: 2.7603 2020-06-16 23:48:26,290 - mmaction - INFO - Epoch [3][880/1879] lr: 1.000e-02, eta: 1 day, 7:17:20, time: 0.557, data_time: 0.027, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8148, loss: 2.8148 2020-06-16 23:48:37,800 - mmaction - INFO - Epoch [3][900/1879] lr: 1.000e-02, eta: 1 day, 7:16:37, time: 0.575, data_time: 0.003, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3793, loss: 3.3793 2020-06-16 23:48:49,588 - mmaction - INFO - Epoch [3][920/1879] lr: 1.000e-02, eta: 1 day, 7:16:05, time: 0.590, data_time: 0.001, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.8606, loss: 2.8606 2020-06-16 23:49:00,579 - mmaction - INFO - Epoch [3][940/1879] lr: 1.000e-02, eta: 1 day, 7:15:02, time: 0.549, data_time: 0.002, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.8451, loss: 2.8451 2020-06-16 23:49:10,899 - mmaction - INFO - Epoch [3][960/1879] lr: 1.000e-02, eta: 1 day, 7:13:33, time: 0.515, data_time: 0.006, memory: 5170, top1_acc: 0.4000, top5_acc: 0.5875, loss_cls: 2.8083, loss: 2.8083 2020-06-16 23:49:21,868 - mmaction - INFO - Epoch [3][980/1879] lr: 1.000e-02, eta: 1 day, 7:12:31, time: 0.550, data_time: 0.091, memory: 5170, top1_acc: 0.3875, top5_acc: 0.5687, loss_cls: 3.0368, loss: 3.0368 2020-06-16 23:49:33,637 - mmaction - INFO - Epoch [3][1000/1879] lr: 1.000e-02, eta: 1 day, 7:11:59, time: 0.587, data_time: 0.086, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.0870, loss: 3.0870 2020-06-16 23:49:44,086 - mmaction - INFO - Epoch [3][1020/1879] lr: 1.000e-02, eta: 1 day, 7:10:38, time: 0.524, data_time: 0.149, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2529, loss: 3.2529 2020-06-16 23:49:55,330 - mmaction - INFO - Epoch [3][1040/1879] lr: 1.000e-02, eta: 1 day, 7:09:46, time: 0.561, data_time: 0.229, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0585, loss: 3.0585 2020-06-16 23:50:05,963 - mmaction - INFO - Epoch [3][1060/1879] lr: 1.000e-02, eta: 1 day, 7:08:32, time: 0.531, data_time: 0.164, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6687, loss_cls: 2.8498, loss: 2.8498 2020-06-16 23:50:16,011 - mmaction - INFO - Epoch [3][1080/1879] lr: 1.000e-02, eta: 1 day, 7:06:58, time: 0.504, data_time: 0.141, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.1154, loss: 3.1154 2020-06-16 23:50:27,349 - mmaction - INFO - Epoch [3][1100/1879] lr: 1.000e-02, eta: 1 day, 7:06:11, time: 0.566, data_time: 0.137, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5938, loss_cls: 3.2002, loss: 3.2002 2020-06-16 23:50:38,362 - mmaction - INFO - Epoch [3][1120/1879] lr: 1.000e-02, eta: 1 day, 7:05:12, time: 0.549, data_time: 0.002, memory: 5170, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 2.8618, loss: 2.8618 2020-06-16 23:50:49,611 - mmaction - INFO - Epoch [3][1140/1879] lr: 1.000e-02, eta: 1 day, 7:04:25, time: 0.565, data_time: 0.004, memory: 5170, top1_acc: 0.3063, top5_acc: 0.6062, loss_cls: 3.0374, loss: 3.0374 2020-06-16 23:51:00,106 - mmaction - INFO - Epoch [3][1160/1879] lr: 1.000e-02, eta: 1 day, 7:03:08, time: 0.525, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.4949, loss: 2.4949 2020-06-16 23:51:11,332 - mmaction - INFO - Epoch [3][1180/1879] lr: 1.000e-02, eta: 1 day, 7:02:18, time: 0.560, data_time: 0.000, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9283, loss: 2.9283 2020-06-16 23:51:22,118 - mmaction - INFO - Epoch [3][1200/1879] lr: 1.000e-02, eta: 1 day, 7:01:14, time: 0.540, data_time: 0.004, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6500, loss_cls: 2.7674, loss: 2.7674 2020-06-16 23:51:33,770 - mmaction - INFO - Epoch [3][1220/1879] lr: 1.000e-02, eta: 1 day, 7:00:40, time: 0.581, data_time: 0.001, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0561, loss: 3.0561 2020-06-16 23:51:44,223 - mmaction - INFO - Epoch [3][1240/1879] lr: 1.000e-02, eta: 1 day, 6:59:24, time: 0.522, data_time: 0.004, memory: 5170, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.8839, loss: 2.8839 2020-06-16 23:51:54,931 - mmaction - INFO - Epoch [3][1260/1879] lr: 1.000e-02, eta: 1 day, 6:58:17, time: 0.536, data_time: 0.010, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6548, loss: 2.6548 2020-06-16 23:52:05,419 - mmaction - INFO - Epoch [3][1280/1879] lr: 1.000e-02, eta: 1 day, 6:57:04, time: 0.525, data_time: 0.038, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 2.9952, loss: 2.9952 2020-06-16 23:52:16,618 - mmaction - INFO - Epoch [3][1300/1879] lr: 1.000e-02, eta: 1 day, 6:56:15, time: 0.559, data_time: 0.118, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6500, loss_cls: 2.8159, loss: 2.8159 2020-06-16 23:52:28,119 - mmaction - INFO - Epoch [3][1320/1879] lr: 1.000e-02, eta: 1 day, 6:55:38, time: 0.576, data_time: 0.230, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.5527, loss: 2.5527 2020-06-16 23:52:39,261 - mmaction - INFO - Epoch [3][1340/1879] lr: 1.000e-02, eta: 1 day, 6:54:50, time: 0.558, data_time: 0.214, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.7510, loss: 2.7510 2020-06-16 23:52:50,193 - mmaction - INFO - Epoch [3][1360/1879] lr: 1.000e-02, eta: 1 day, 6:53:45, time: 0.536, data_time: 0.059, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8651, loss: 2.8651 2020-06-16 23:53:00,272 - mmaction - INFO - Epoch [3][1380/1879] lr: 1.000e-02, eta: 1 day, 6:52:25, time: 0.514, data_time: 0.114, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9835, loss: 2.9835 2020-06-16 23:53:10,676 - mmaction - INFO - Epoch [3][1400/1879] lr: 1.000e-02, eta: 1 day, 6:51:12, time: 0.522, data_time: 0.143, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.6977, loss: 2.6977 2020-06-16 23:53:21,014 - mmaction - INFO - Epoch [3][1420/1879] lr: 1.000e-02, eta: 1 day, 6:49:55, time: 0.516, data_time: 0.076, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 2.9769, loss: 2.9769 2020-06-16 23:53:31,811 - mmaction - INFO - Epoch [3][1440/1879] lr: 1.000e-02, eta: 1 day, 6:48:55, time: 0.540, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6562, loss_cls: 2.7966, loss: 2.7966 2020-06-16 23:53:42,342 - mmaction - INFO - Epoch [3][1460/1879] lr: 1.000e-02, eta: 1 day, 6:47:47, time: 0.527, data_time: 0.002, memory: 5170, top1_acc: 0.3125, top5_acc: 0.6188, loss_cls: 2.9711, loss: 2.9711 2020-06-16 23:53:52,868 - mmaction - INFO - Epoch [3][1480/1879] lr: 1.000e-02, eta: 1 day, 6:46:38, time: 0.526, data_time: 0.003, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9686, loss: 2.9686 2020-06-16 23:54:04,248 - mmaction - INFO - Epoch [3][1500/1879] lr: 1.000e-02, eta: 1 day, 6:46:00, time: 0.569, data_time: 0.003, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7062, loss: 2.7062 2020-06-16 23:54:14,718 - mmaction - INFO - Epoch [3][1520/1879] lr: 1.000e-02, eta: 1 day, 6:44:52, time: 0.525, data_time: 0.005, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8356, loss: 2.8356 2020-06-16 23:54:24,997 - mmaction - INFO - Epoch [3][1540/1879] lr: 1.000e-02, eta: 1 day, 6:43:36, time: 0.514, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.6321, loss: 2.6321 2020-06-16 23:54:36,242 - mmaction - INFO - Epoch [3][1560/1879] lr: 1.000e-02, eta: 1 day, 6:42:52, time: 0.560, data_time: 0.002, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6438, loss_cls: 2.7652, loss: 2.7652 2020-06-16 23:54:48,296 - mmaction - INFO - Epoch [3][1580/1879] lr: 1.000e-02, eta: 1 day, 6:42:39, time: 0.604, data_time: 0.004, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6813, loss_cls: 2.5601, loss: 2.5601 2020-06-16 23:54:58,266 - mmaction - INFO - Epoch [3][1600/1879] lr: 1.000e-02, eta: 1 day, 6:41:15, time: 0.500, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6500, loss_cls: 2.7074, loss: 2.7074 2020-06-16 23:55:09,103 - mmaction - INFO - Epoch [3][1620/1879] lr: 1.000e-02, eta: 1 day, 6:40:19, time: 0.541, data_time: 0.001, memory: 5170, top1_acc: 0.3000, top5_acc: 0.6125, loss_cls: 3.0077, loss: 3.0077 2020-06-16 23:55:20,948 - mmaction - INFO - Epoch [3][1640/1879] lr: 1.000e-02, eta: 1 day, 6:39:59, time: 0.593, data_time: 0.003, memory: 5170, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.9092, loss: 2.9092 2020-06-16 23:55:31,755 - mmaction - INFO - Epoch [3][1660/1879] lr: 1.000e-02, eta: 1 day, 6:39:04, time: 0.541, data_time: 0.001, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.6816, loss: 2.6816 2020-06-16 23:55:42,389 - mmaction - INFO - Epoch [3][1680/1879] lr: 1.000e-02, eta: 1 day, 6:38:01, time: 0.530, data_time: 0.011, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.9612, loss: 2.9612 2020-06-16 23:55:52,754 - mmaction - INFO - Epoch [3][1700/1879] lr: 1.000e-02, eta: 1 day, 6:36:53, time: 0.520, data_time: 0.040, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0335, loss: 3.0335 2020-06-16 23:56:04,601 - mmaction - INFO - Epoch [3][1720/1879] lr: 1.000e-02, eta: 1 day, 6:36:32, time: 0.591, data_time: 0.001, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 3.0723, loss: 3.0723 2020-06-16 23:56:16,273 - mmaction - INFO - Epoch [3][1740/1879] lr: 1.000e-02, eta: 1 day, 6:36:07, time: 0.585, data_time: 0.191, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3476, loss: 2.3476 2020-06-16 23:56:27,083 - mmaction - INFO - Epoch [3][1760/1879] lr: 1.000e-02, eta: 1 day, 6:35:12, time: 0.539, data_time: 0.203, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.1937, loss: 3.1937 2020-06-16 23:56:37,528 - mmaction - INFO - Epoch [3][1780/1879] lr: 1.000e-02, eta: 1 day, 6:34:06, time: 0.522, data_time: 0.028, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7371, loss: 2.7371 2020-06-16 23:56:48,625 - mmaction - INFO - Epoch [3][1800/1879] lr: 1.000e-02, eta: 1 day, 6:33:23, time: 0.555, data_time: 0.002, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5111, loss: 2.5111 2020-06-16 23:57:00,518 - mmaction - INFO - Epoch [3][1820/1879] lr: 1.000e-02, eta: 1 day, 6:33:04, time: 0.594, data_time: 0.002, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.0161, loss: 3.0161 2020-06-16 23:57:11,215 - mmaction - INFO - Epoch [3][1840/1879] lr: 1.000e-02, eta: 1 day, 6:32:09, time: 0.537, data_time: 0.005, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9808, loss: 2.9808 2020-06-16 23:57:22,062 - mmaction - INFO - Epoch [3][1860/1879] lr: 1.000e-02, eta: 1 day, 6:31:16, time: 0.540, data_time: 0.000, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.8752, loss: 2.8752 2020-06-16 23:57:36,783 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-06-16 23:59:41,386 - mmaction - INFO - Epoch [4][20/1879] lr: 1.000e-02, eta: 1 day, 7:24:55, time: 6.208, data_time: 5.641, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.8285, loss: 2.8285 2020-06-16 23:59:52,669 - mmaction - INFO - Epoch [4][40/1879] lr: 1.000e-02, eta: 1 day, 7:24:07, time: 0.565, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5410, loss: 2.5410 2020-06-17 00:00:06,776 - mmaction - INFO - Epoch [4][60/1879] lr: 1.000e-02, eta: 1 day, 7:24:47, time: 0.703, data_time: 0.001, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7366, loss: 2.7366 2020-06-17 00:00:17,449 - mmaction - INFO - Epoch [4][80/1879] lr: 1.000e-02, eta: 1 day, 7:23:40, time: 0.535, data_time: 0.129, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9095, loss: 2.9095 2020-06-17 00:00:28,073 - mmaction - INFO - Epoch [4][100/1879] lr: 1.000e-02, eta: 1 day, 7:22:31, time: 0.531, data_time: 0.179, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6233, loss: 2.6233 2020-06-17 00:00:39,132 - mmaction - INFO - Epoch [4][120/1879] lr: 1.000e-02, eta: 1 day, 7:21:36, time: 0.553, data_time: 0.090, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9177, loss: 2.9177 2020-06-17 00:00:49,222 - mmaction - INFO - Epoch [4][140/1879] lr: 1.000e-02, eta: 1 day, 7:20:11, time: 0.504, data_time: 0.088, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.6142, loss: 2.6142 2020-06-17 00:01:00,655 - mmaction - INFO - Epoch [4][160/1879] lr: 1.000e-02, eta: 1 day, 7:19:29, time: 0.573, data_time: 0.003, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6625, loss_cls: 2.7037, loss: 2.7037 2020-06-17 00:01:11,489 - mmaction - INFO - Epoch [4][180/1879] lr: 1.000e-02, eta: 1 day, 7:18:27, time: 0.540, data_time: 0.070, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6875, loss_cls: 2.5235, loss: 2.5235 2020-06-17 00:01:21,934 - mmaction - INFO - Epoch [4][200/1879] lr: 1.000e-02, eta: 1 day, 7:17:14, time: 0.522, data_time: 0.017, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.8446, loss: 2.8446 2020-06-17 00:01:33,308 - mmaction - INFO - Epoch [4][220/1879] lr: 1.000e-02, eta: 1 day, 7:16:31, time: 0.568, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9323, loss: 2.9323 2020-06-17 00:01:44,032 - mmaction - INFO - Epoch [4][240/1879] lr: 1.000e-02, eta: 1 day, 7:15:29, time: 0.538, data_time: 0.015, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 3.0047, loss: 3.0047 2020-06-17 00:01:56,249 - mmaction - INFO - Epoch [4][260/1879] lr: 1.000e-02, eta: 1 day, 7:15:12, time: 0.611, data_time: 0.109, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.6942, loss: 2.6942 2020-06-17 00:02:06,015 - mmaction - INFO - Epoch [4][280/1879] lr: 1.000e-02, eta: 1 day, 7:13:40, time: 0.489, data_time: 0.001, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.9381, loss: 2.9381 2020-06-17 00:02:16,954 - mmaction - INFO - Epoch [4][300/1879] lr: 1.000e-02, eta: 1 day, 7:12:43, time: 0.545, data_time: 0.001, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7793, loss: 2.7793 2020-06-17 00:02:27,406 - mmaction - INFO - Epoch [4][320/1879] lr: 1.000e-02, eta: 1 day, 7:11:34, time: 0.524, data_time: 0.002, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0814, loss: 3.0814 2020-06-17 00:02:37,810 - mmaction - INFO - Epoch [4][340/1879] lr: 1.000e-02, eta: 1 day, 7:10:21, time: 0.519, data_time: 0.002, memory: 5170, top1_acc: 0.4125, top5_acc: 0.7375, loss_cls: 2.4305, loss: 2.4305 2020-06-17 00:02:49,656 - mmaction - INFO - Epoch [4][360/1879] lr: 1.000e-02, eta: 1 day, 7:09:55, time: 0.593, data_time: 0.002, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.8996, loss: 2.8996 2020-06-17 00:03:00,397 - mmaction - INFO - Epoch [4][380/1879] lr: 1.000e-02, eta: 1 day, 7:08:54, time: 0.538, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8524, loss: 2.8524 2020-06-17 00:03:11,631 - mmaction - INFO - Epoch [4][400/1879] lr: 1.000e-02, eta: 1 day, 7:08:08, time: 0.560, data_time: 0.004, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4702, loss: 2.4702 2020-06-17 00:03:22,411 - mmaction - INFO - Epoch [4][420/1879] lr: 1.000e-02, eta: 1 day, 7:07:09, time: 0.539, data_time: 0.003, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.8899, loss: 2.8899 2020-06-17 00:03:34,313 - mmaction - INFO - Epoch [4][440/1879] lr: 1.000e-02, eta: 1 day, 7:06:46, time: 0.598, data_time: 0.003, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.6587, loss: 2.6587 2020-06-17 00:03:43,871 - mmaction - INFO - Epoch [4][460/1879] lr: 1.000e-02, eta: 1 day, 7:05:11, time: 0.477, data_time: 0.000, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5814, loss: 2.5814 2020-06-17 00:03:54,906 - mmaction - INFO - Epoch [4][480/1879] lr: 1.000e-02, eta: 1 day, 7:04:20, time: 0.551, data_time: 0.092, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.7266, loss: 2.7266 2020-06-17 00:04:05,828 - mmaction - INFO - Epoch [4][500/1879] lr: 1.000e-02, eta: 1 day, 7:03:26, time: 0.546, data_time: 0.009, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8128, loss: 2.8128 2020-06-17 00:04:17,085 - mmaction - INFO - Epoch [4][520/1879] lr: 1.000e-02, eta: 1 day, 7:02:44, time: 0.563, data_time: 0.012, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.6672, loss: 2.6672 2020-06-17 00:04:27,803 - mmaction - INFO - Epoch [4][540/1879] lr: 1.000e-02, eta: 1 day, 7:01:44, time: 0.534, data_time: 0.002, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6312, loss_cls: 2.7018, loss: 2.7018 2020-06-17 00:04:38,339 - mmaction - INFO - Epoch [4][560/1879] lr: 1.000e-02, eta: 1 day, 7:00:41, time: 0.529, data_time: 0.005, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.6619, loss: 2.6619 2020-06-17 00:04:50,063 - mmaction - INFO - Epoch [4][580/1879] lr: 1.000e-02, eta: 1 day, 7:00:12, time: 0.586, data_time: 0.002, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9779, loss: 2.9779 2020-06-17 00:05:00,685 - mmaction - INFO - Epoch [4][600/1879] lr: 1.000e-02, eta: 1 day, 6:59:12, time: 0.532, data_time: 0.003, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9381, loss: 2.9381 2020-06-17 00:05:11,301 - mmaction - INFO - Epoch [4][620/1879] lr: 1.000e-02, eta: 1 day, 6:58:11, time: 0.529, data_time: 0.001, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.6935, loss: 2.6935 2020-06-17 00:05:22,863 - mmaction - INFO - Epoch [4][640/1879] lr: 1.000e-02, eta: 1 day, 6:57:37, time: 0.577, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.5941, loss: 2.5941 2020-06-17 00:05:32,512 - mmaction - INFO - Epoch [4][660/1879] lr: 1.000e-02, eta: 1 day, 6:56:10, time: 0.483, data_time: 0.003, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.8456, loss: 2.8456 2020-06-17 00:05:42,475 - mmaction - INFO - Epoch [4][680/1879] lr: 1.000e-02, eta: 1 day, 6:54:51, time: 0.497, data_time: 0.003, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.7258, loss: 2.7258 2020-06-17 00:05:53,597 - mmaction - INFO - Epoch [4][700/1879] lr: 1.000e-02, eta: 1 day, 6:54:06, time: 0.556, data_time: 0.064, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6000, loss_cls: 2.9281, loss: 2.9281 2020-06-17 00:06:05,456 - mmaction - INFO - Epoch [4][720/1879] lr: 1.000e-02, eta: 1 day, 6:53:43, time: 0.593, data_time: 0.031, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.5689, loss: 2.5689 2020-06-17 00:06:17,548 - mmaction - INFO - Epoch [4][740/1879] lr: 1.000e-02, eta: 1 day, 6:53:26, time: 0.605, data_time: 0.002, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.8219, loss: 2.8219 2020-06-17 00:06:28,010 - mmaction - INFO - Epoch [4][760/1879] lr: 1.000e-02, eta: 1 day, 6:52:23, time: 0.523, data_time: 0.001, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6750, loss_cls: 2.6669, loss: 2.6669 2020-06-17 00:06:38,451 - mmaction - INFO - Epoch [4][780/1879] lr: 1.000e-02, eta: 1 day, 6:51:20, time: 0.522, data_time: 0.001, memory: 5170, top1_acc: 0.3812, top5_acc: 0.7188, loss_cls: 2.6080, loss: 2.6080 2020-06-17 00:06:48,619 - mmaction - INFO - Epoch [4][800/1879] lr: 1.000e-02, eta: 1 day, 6:50:08, time: 0.507, data_time: 0.002, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 2.9847, loss: 2.9847 2020-06-17 00:06:59,402 - mmaction - INFO - Epoch [4][820/1879] lr: 1.000e-02, eta: 1 day, 6:49:16, time: 0.540, data_time: 0.003, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.6288, loss: 2.6288 2020-06-17 00:07:10,087 - mmaction - INFO - Epoch [4][840/1879] lr: 1.000e-02, eta: 1 day, 6:48:21, time: 0.535, data_time: 0.003, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.8305, loss: 2.8305 2020-06-17 00:07:21,328 - mmaction - INFO - Epoch [4][860/1879] lr: 1.000e-02, eta: 1 day, 6:47:40, time: 0.561, data_time: 0.004, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7395, loss: 2.7395 2020-06-17 00:07:31,934 - mmaction - INFO - Epoch [4][880/1879] lr: 1.000e-02, eta: 1 day, 6:46:43, time: 0.529, data_time: 0.002, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8837, loss: 2.8837 2020-06-17 00:07:43,548 - mmaction - INFO - Epoch [4][900/1879] lr: 1.000e-02, eta: 1 day, 6:46:15, time: 0.582, data_time: 0.059, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.7568, loss: 2.7568 2020-06-17 00:07:54,594 - mmaction - INFO - Epoch [4][920/1879] lr: 1.000e-02, eta: 1 day, 6:45:31, time: 0.554, data_time: 0.142, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4570, loss: 2.4570 2020-06-17 00:08:04,548 - mmaction - INFO - Epoch [4][940/1879] lr: 1.000e-02, eta: 1 day, 6:44:16, time: 0.497, data_time: 0.021, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6500, loss_cls: 2.6431, loss: 2.6431 2020-06-17 00:08:15,721 - mmaction - INFO - Epoch [4][960/1879] lr: 1.000e-02, eta: 1 day, 6:43:34, time: 0.557, data_time: 0.001, memory: 5170, top1_acc: 0.4125, top5_acc: 0.5875, loss_cls: 2.8338, loss: 2.8338 2020-06-17 00:08:25,726 - mmaction - INFO - Epoch [4][980/1879] lr: 1.000e-02, eta: 1 day, 6:42:23, time: 0.502, data_time: 0.006, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7185, loss: 2.7185 2020-06-17 00:08:36,035 - mmaction - INFO - Epoch [4][1000/1879] lr: 1.000e-02, eta: 1 day, 6:41:19, time: 0.516, data_time: 0.001, memory: 5170, top1_acc: 0.3625, top5_acc: 0.5687, loss_cls: 2.7987, loss: 2.7987 2020-06-17 00:08:47,464 - mmaction - INFO - Epoch [4][1020/1879] lr: 1.000e-02, eta: 1 day, 6:40:45, time: 0.569, data_time: 0.003, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9329, loss: 2.9329 2020-06-17 00:08:58,804 - mmaction - INFO - Epoch [4][1040/1879] lr: 1.000e-02, eta: 1 day, 6:40:11, time: 0.569, data_time: 0.004, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6000, loss_cls: 2.8005, loss: 2.8005 2020-06-17 00:09:09,665 - mmaction - INFO - Epoch [4][1060/1879] lr: 1.000e-02, eta: 1 day, 6:39:23, time: 0.543, data_time: 0.001, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8663, loss: 2.8663 2020-06-17 00:09:20,686 - mmaction - INFO - Epoch [4][1080/1879] lr: 1.000e-02, eta: 1 day, 6:38:39, time: 0.550, data_time: 0.001, memory: 5170, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 2.9903, loss: 2.9903 2020-06-17 00:09:29,986 - mmaction - INFO - Epoch [4][1100/1879] lr: 1.000e-02, eta: 1 day, 6:37:09, time: 0.465, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.5750, loss_cls: 2.9965, loss: 2.9965 2020-06-17 00:09:41,338 - mmaction - INFO - Epoch [4][1120/1879] lr: 1.000e-02, eta: 1 day, 6:36:36, time: 0.569, data_time: 0.016, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5577, loss: 2.5577 2020-06-17 00:09:52,107 - mmaction - INFO - Epoch [4][1140/1879] lr: 1.000e-02, eta: 1 day, 6:35:46, time: 0.537, data_time: 0.002, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6687, loss_cls: 2.7303, loss: 2.7303 2020-06-17 00:10:04,227 - mmaction - INFO - Epoch [4][1160/1879] lr: 1.000e-02, eta: 1 day, 6:35:32, time: 0.605, data_time: 0.001, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8485, loss: 2.8485 2020-06-17 00:10:15,694 - mmaction - INFO - Epoch [4][1180/1879] lr: 1.000e-02, eta: 1 day, 6:35:02, time: 0.574, data_time: 0.004, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.8946, loss: 2.8946 2020-06-17 00:10:26,851 - mmaction - INFO - Epoch [4][1200/1879] lr: 1.000e-02, eta: 1 day, 6:34:23, time: 0.558, data_time: 0.002, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.8380, loss: 2.8380 2020-06-17 00:10:37,670 - mmaction - INFO - Epoch [4][1220/1879] lr: 1.000e-02, eta: 1 day, 6:33:35, time: 0.540, data_time: 0.003, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.8042, loss: 2.8042 2020-06-17 00:10:48,734 - mmaction - INFO - Epoch [4][1240/1879] lr: 1.000e-02, eta: 1 day, 6:32:55, time: 0.556, data_time: 0.003, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6625, loss_cls: 2.6574, loss: 2.6574 2020-06-17 00:11:00,222 - mmaction - INFO - Epoch [4][1260/1879] lr: 1.000e-02, eta: 1 day, 6:32:26, time: 0.574, data_time: 0.001, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.7370, loss: 2.7370 2020-06-17 00:11:10,741 - mmaction - INFO - Epoch [4][1280/1879] lr: 1.000e-02, eta: 1 day, 6:31:31, time: 0.525, data_time: 0.001, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.6998, loss: 2.6998 2020-06-17 00:11:22,314 - mmaction - INFO - Epoch [4][1300/1879] lr: 1.000e-02, eta: 1 day, 6:31:03, time: 0.578, data_time: 0.003, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.9440, loss: 2.9440 2020-06-17 00:11:31,995 - mmaction - INFO - Epoch [4][1320/1879] lr: 1.000e-02, eta: 1 day, 6:29:48, time: 0.486, data_time: 0.003, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.7652, loss: 2.7652 2020-06-17 00:11:43,301 - mmaction - INFO - Epoch [4][1340/1879] lr: 1.000e-02, eta: 1 day, 6:29:13, time: 0.563, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9409, loss: 2.9409 2020-06-17 00:11:54,099 - mmaction - INFO - Epoch [4][1360/1879] lr: 1.000e-02, eta: 1 day, 6:28:28, time: 0.542, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.7062, loss: 2.7062 2020-06-17 00:12:04,847 - mmaction - INFO - Epoch [4][1380/1879] lr: 1.000e-02, eta: 1 day, 6:27:39, time: 0.536, data_time: 0.002, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6812, loss: 2.6812 2020-06-17 00:12:15,340 - mmaction - INFO - Epoch [4][1400/1879] lr: 1.000e-02, eta: 1 day, 6:26:44, time: 0.523, data_time: 0.003, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.0394, loss: 3.0394 2020-06-17 00:12:25,990 - mmaction - INFO - Epoch [4][1420/1879] lr: 1.000e-02, eta: 1 day, 6:25:56, time: 0.535, data_time: 0.005, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8220, loss: 2.8220 2020-06-17 00:12:38,192 - mmaction - INFO - Epoch [4][1440/1879] lr: 1.000e-02, eta: 1 day, 6:25:45, time: 0.609, data_time: 0.001, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7498, loss: 2.7498 2020-06-17 00:12:48,498 - mmaction - INFO - Epoch [4][1460/1879] lr: 1.000e-02, eta: 1 day, 6:24:48, time: 0.517, data_time: 0.004, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9496, loss: 2.9496 2020-06-17 00:12:59,085 - mmaction - INFO - Epoch [4][1480/1879] lr: 1.000e-02, eta: 1 day, 6:23:56, time: 0.526, data_time: 0.000, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5101, loss: 2.5101 2020-06-17 00:13:09,727 - mmaction - INFO - Epoch [4][1500/1879] lr: 1.000e-02, eta: 1 day, 6:23:07, time: 0.534, data_time: 0.006, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.7657, loss: 2.7657 2020-06-17 00:13:21,091 - mmaction - INFO - Epoch [4][1520/1879] lr: 1.000e-02, eta: 1 day, 6:22:36, time: 0.568, data_time: 0.095, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.7519, loss: 2.7519 2020-06-17 00:13:32,005 - mmaction - INFO - Epoch [4][1540/1879] lr: 1.000e-02, eta: 1 day, 6:21:55, time: 0.547, data_time: 0.026, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7459, loss: 2.7459 2020-06-17 00:13:42,790 - mmaction - INFO - Epoch [4][1560/1879] lr: 1.000e-02, eta: 1 day, 6:21:09, time: 0.538, data_time: 0.001, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6500, loss_cls: 2.9116, loss: 2.9116 2020-06-17 00:13:53,940 - mmaction - INFO - Epoch [4][1580/1879] lr: 1.000e-02, eta: 1 day, 6:20:29, time: 0.549, data_time: 0.003, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6500, loss_cls: 2.7418, loss: 2.7418 2020-06-17 00:14:04,259 - mmaction - INFO - Epoch [4][1600/1879] lr: 1.000e-02, eta: 1 day, 6:19:38, time: 0.525, data_time: 0.011, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6500, loss_cls: 2.6915, loss: 2.6915 2020-06-17 00:14:15,367 - mmaction - INFO - Epoch [4][1620/1879] lr: 1.000e-02, eta: 1 day, 6:19:00, time: 0.553, data_time: 0.002, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6625, loss_cls: 2.7821, loss: 2.7821 2020-06-17 00:14:25,529 - mmaction - INFO - Epoch [4][1640/1879] lr: 1.000e-02, eta: 1 day, 6:18:01, time: 0.510, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.7009, loss: 2.7009 2020-06-17 00:14:36,754 - mmaction - INFO - Epoch [4][1660/1879] lr: 1.000e-02, eta: 1 day, 6:17:28, time: 0.562, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.5128, loss: 2.5128 2020-06-17 00:14:47,841 - mmaction - INFO - Epoch [4][1680/1879] lr: 1.000e-02, eta: 1 day, 6:16:51, time: 0.553, data_time: 0.001, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.8414, loss: 2.8414 2020-06-17 00:14:58,260 - mmaction - INFO - Epoch [4][1700/1879] lr: 1.000e-02, eta: 1 day, 6:15:59, time: 0.522, data_time: 0.003, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.6428, loss: 2.6428 2020-06-17 00:15:08,949 - mmaction - INFO - Epoch [4][1720/1879] lr: 1.000e-02, eta: 1 day, 6:15:12, time: 0.532, data_time: 0.001, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8474, loss: 2.8474 2020-06-17 00:15:20,169 - mmaction - INFO - Epoch [4][1740/1879] lr: 1.000e-02, eta: 1 day, 6:14:40, time: 0.562, data_time: 0.004, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6438, loss_cls: 2.7891, loss: 2.7891 2020-06-17 00:15:31,346 - mmaction - INFO - Epoch [4][1760/1879] lr: 1.000e-02, eta: 1 day, 6:14:06, time: 0.559, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6813, loss_cls: 2.5417, loss: 2.5417 2020-06-17 00:15:42,072 - mmaction - INFO - Epoch [4][1780/1879] lr: 1.000e-02, eta: 1 day, 6:13:21, time: 0.536, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5641, loss: 2.5641 2020-06-17 00:15:54,408 - mmaction - INFO - Epoch [4][1800/1879] lr: 1.000e-02, eta: 1 day, 6:13:17, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 3.0020, loss: 3.0020 2020-06-17 00:16:05,509 - mmaction - INFO - Epoch [4][1820/1879] lr: 1.000e-02, eta: 1 day, 6:12:42, time: 0.555, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7622, loss: 2.7622 2020-06-17 00:16:15,796 - mmaction - INFO - Epoch [4][1840/1879] lr: 1.000e-02, eta: 1 day, 6:11:46, time: 0.512, data_time: 0.098, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.6704, loss: 2.6704 2020-06-17 00:16:26,411 - mmaction - INFO - Epoch [4][1860/1879] lr: 1.000e-02, eta: 1 day, 6:10:59, time: 0.530, data_time: 0.018, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7362, loss: 2.7362 2020-06-17 00:16:41,487 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-06-17 00:18:31,451 - mmaction - INFO - Epoch [5][20/1879] lr: 1.000e-02, eta: 1 day, 6:44:43, time: 5.453, data_time: 4.850, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9206, loss: 2.9206 2020-06-17 00:18:44,407 - mmaction - INFO - Epoch [5][40/1879] lr: 1.000e-02, eta: 1 day, 6:44:47, time: 0.647, data_time: 0.004, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.4067, loss: 2.4067 2020-06-17 00:18:58,003 - mmaction - INFO - Epoch [5][60/1879] lr: 1.000e-02, eta: 1 day, 6:45:07, time: 0.681, data_time: 0.003, memory: 5170, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.7996, loss: 2.7996 2020-06-17 00:19:09,483 - mmaction - INFO - Epoch [5][80/1879] lr: 1.000e-02, eta: 1 day, 6:44:36, time: 0.575, data_time: 0.002, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5632, loss: 2.5632 2020-06-17 00:19:19,976 - mmaction - INFO - Epoch [5][100/1879] lr: 1.000e-02, eta: 1 day, 6:43:41, time: 0.523, data_time: 0.001, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7042, loss: 2.7042 2020-06-17 00:19:31,495 - mmaction - INFO - Epoch [5][120/1879] lr: 1.000e-02, eta: 1 day, 6:43:11, time: 0.577, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.6427, loss: 2.6427 2020-06-17 00:19:44,154 - mmaction - INFO - Epoch [5][140/1879] lr: 1.000e-02, eta: 1 day, 6:43:08, time: 0.633, data_time: 0.003, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7904, loss: 2.7904 2020-06-17 00:19:54,615 - mmaction - INFO - Epoch [5][160/1879] lr: 1.000e-02, eta: 1 day, 6:42:10, time: 0.515, data_time: 0.001, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.2793, loss: 2.2793 2020-06-17 00:20:07,030 - mmaction - INFO - Epoch [5][180/1879] lr: 1.000e-02, eta: 1 day, 6:42:05, time: 0.629, data_time: 0.010, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6335, loss: 2.6335 2020-06-17 00:20:19,093 - mmaction - INFO - Epoch [5][200/1879] lr: 1.000e-02, eta: 1 day, 6:41:48, time: 0.603, data_time: 0.001, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5821, loss: 2.5821 2020-06-17 00:20:29,400 - mmaction - INFO - Epoch [5][220/1879] lr: 1.000e-02, eta: 1 day, 6:40:49, time: 0.514, data_time: 0.002, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5239, loss: 2.5239 2020-06-17 00:20:41,177 - mmaction - INFO - Epoch [5][240/1879] lr: 1.000e-02, eta: 1 day, 6:40:26, time: 0.589, data_time: 0.002, memory: 5170, top1_acc: 0.2812, top5_acc: 0.6375, loss_cls: 2.8640, loss: 2.8640 2020-06-17 00:20:53,369 - mmaction - INFO - Epoch [5][260/1879] lr: 1.000e-02, eta: 1 day, 6:40:12, time: 0.610, data_time: 0.004, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.6962, loss: 2.6962 2020-06-17 00:21:04,631 - mmaction - INFO - Epoch [5][280/1879] lr: 1.000e-02, eta: 1 day, 6:39:37, time: 0.563, data_time: 0.002, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6750, loss_cls: 2.7324, loss: 2.7324 2020-06-17 00:21:16,653 - mmaction - INFO - Epoch [5][300/1879] lr: 1.000e-02, eta: 1 day, 6:39:19, time: 0.601, data_time: 0.002, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6939, loss: 2.6939 2020-06-17 00:21:28,307 - mmaction - INFO - Epoch [5][320/1879] lr: 1.000e-02, eta: 1 day, 6:38:52, time: 0.581, data_time: 0.001, memory: 5170, top1_acc: 0.3250, top5_acc: 0.7000, loss_cls: 2.7074, loss: 2.7074 2020-06-17 00:21:40,328 - mmaction - INFO - Epoch [5][340/1879] lr: 1.000e-02, eta: 1 day, 6:38:35, time: 0.603, data_time: 0.003, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6937, loss_cls: 2.6087, loss: 2.6087 2020-06-17 00:21:53,256 - mmaction - INFO - Epoch [5][360/1879] lr: 1.000e-02, eta: 1 day, 6:38:39, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.6862, loss: 2.6862 2020-06-17 00:22:06,647 - mmaction - INFO - Epoch [5][380/1879] lr: 1.000e-02, eta: 1 day, 6:38:52, time: 0.668, data_time: 0.003, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.8418, loss: 2.8418 2020-06-17 00:22:19,494 - mmaction - INFO - Epoch [5][400/1879] lr: 1.000e-02, eta: 1 day, 6:38:53, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6254, loss: 2.6254 2020-06-17 00:22:34,152 - mmaction - INFO - Epoch [5][420/1879] lr: 1.000e-02, eta: 1 day, 6:39:36, time: 0.734, data_time: 0.003, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6624, loss: 2.6624 2020-06-17 00:22:50,028 - mmaction - INFO - Epoch [5][440/1879] lr: 1.000e-02, eta: 1 day, 6:40:44, time: 0.792, data_time: 0.001, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7098, loss: 2.7098 2020-06-17 00:23:02,340 - mmaction - INFO - Epoch [5][460/1879] lr: 1.000e-02, eta: 1 day, 6:40:33, time: 0.616, data_time: 0.015, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6438, loss_cls: 2.7603, loss: 2.7603 2020-06-17 00:23:16,256 - mmaction - INFO - Epoch [5][480/1879] lr: 1.000e-02, eta: 1 day, 6:40:58, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.7605, loss: 2.7605 2020-06-17 00:23:30,894 - mmaction - INFO - Epoch [5][500/1879] lr: 1.000e-02, eta: 1 day, 6:41:39, time: 0.733, data_time: 0.002, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.8057, loss: 2.8057 2020-06-17 00:23:45,542 - mmaction - INFO - Epoch [5][520/1879] lr: 1.000e-02, eta: 1 day, 6:42:19, time: 0.731, data_time: 0.219, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.7868, loss: 2.7868 2020-06-17 00:23:59,090 - mmaction - INFO - Epoch [5][540/1879] lr: 1.000e-02, eta: 1 day, 6:42:35, time: 0.678, data_time: 0.113, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.6805, loss: 2.6805 2020-06-17 00:24:14,413 - mmaction - INFO - Epoch [5][560/1879] lr: 1.000e-02, eta: 1 day, 6:43:29, time: 0.764, data_time: 0.002, memory: 5170, top1_acc: 0.2938, top5_acc: 0.6312, loss_cls: 2.8771, loss: 2.8771 2020-06-17 00:24:27,973 - mmaction - INFO - Epoch [5][580/1879] lr: 1.000e-02, eta: 1 day, 6:43:45, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4745, loss: 2.4745 2020-06-17 00:24:40,444 - mmaction - INFO - Epoch [5][600/1879] lr: 1.000e-02, eta: 1 day, 6:43:37, time: 0.625, data_time: 0.002, memory: 5170, top1_acc: 0.3187, top5_acc: 0.6188, loss_cls: 3.0352, loss: 3.0352 2020-06-17 00:24:52,301 - mmaction - INFO - Epoch [5][620/1879] lr: 1.000e-02, eta: 1 day, 6:43:15, time: 0.593, data_time: 0.037, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.4893, loss: 2.4893 2020-06-17 00:25:05,419 - mmaction - INFO - Epoch [5][640/1879] lr: 1.000e-02, eta: 1 day, 6:43:20, time: 0.655, data_time: 0.217, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.6256, loss: 2.6256 2020-06-17 00:25:17,643 - mmaction - INFO - Epoch [5][660/1879] lr: 1.000e-02, eta: 1 day, 6:43:06, time: 0.612, data_time: 0.175, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.5850, loss: 2.5850 2020-06-17 00:25:30,287 - mmaction - INFO - Epoch [5][680/1879] lr: 1.000e-02, eta: 1 day, 6:43:02, time: 0.633, data_time: 0.001, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6625, loss_cls: 2.6803, loss: 2.6803 2020-06-17 00:25:42,974 - mmaction - INFO - Epoch [5][700/1879] lr: 1.000e-02, eta: 1 day, 6:42:58, time: 0.634, data_time: 0.000, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 2.9161, loss: 2.9161 2020-06-17 00:25:55,334 - mmaction - INFO - Epoch [5][720/1879] lr: 1.000e-02, eta: 1 day, 6:42:41, time: 0.605, data_time: 0.001, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5148, loss: 2.5148 2020-06-17 00:26:06,153 - mmaction - INFO - Epoch [5][740/1879] lr: 1.000e-02, eta: 1 day, 6:42:01, time: 0.553, data_time: 0.014, memory: 5170, top1_acc: 0.4062, top5_acc: 0.7438, loss_cls: 2.3137, loss: 2.3137 2020-06-17 00:26:18,717 - mmaction - INFO - Epoch [5][760/1879] lr: 1.000e-02, eta: 1 day, 6:41:55, time: 0.630, data_time: 0.003, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.6646, loss: 2.6646 2020-06-17 00:26:30,603 - mmaction - INFO - Epoch [5][780/1879] lr: 1.000e-02, eta: 1 day, 6:41:34, time: 0.594, data_time: 0.001, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.6842, loss: 2.6842 2020-06-17 00:26:43,601 - mmaction - INFO - Epoch [5][800/1879] lr: 1.000e-02, eta: 1 day, 6:41:36, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6875, loss_cls: 2.5690, loss: 2.5690 2020-06-17 00:26:55,771 - mmaction - INFO - Epoch [5][820/1879] lr: 1.000e-02, eta: 1 day, 6:41:21, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4403, loss: 2.4403 2020-06-17 00:27:09,981 - mmaction - INFO - Epoch [5][840/1879] lr: 1.000e-02, eta: 1 day, 6:41:50, time: 0.710, data_time: 0.000, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.3431, loss: 2.3431 2020-06-17 00:27:22,392 - mmaction - INFO - Epoch [5][860/1879] lr: 1.000e-02, eta: 1 day, 6:41:39, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.8553, loss: 2.8553 2020-06-17 00:27:36,756 - mmaction - INFO - Epoch [5][880/1879] lr: 1.000e-02, eta: 1 day, 6:42:11, time: 0.719, data_time: 0.003, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6125, loss_cls: 2.7648, loss: 2.7648 2020-06-17 00:27:48,859 - mmaction - INFO - Epoch [5][900/1879] lr: 1.000e-02, eta: 1 day, 6:41:54, time: 0.604, data_time: 0.001, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6625, loss_cls: 2.7797, loss: 2.7797 2020-06-17 00:28:00,861 - mmaction - INFO - Epoch [5][920/1879] lr: 1.000e-02, eta: 1 day, 6:41:35, time: 0.600, data_time: 0.003, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6000, loss_cls: 2.7183, loss: 2.7183 2020-06-17 00:28:15,942 - mmaction - INFO - Epoch [5][940/1879] lr: 1.000e-02, eta: 1 day, 6:42:20, time: 0.753, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3220, loss: 2.3220 2020-06-17 00:28:27,883 - mmaction - INFO - Epoch [5][960/1879] lr: 1.000e-02, eta: 1 day, 6:42:00, time: 0.597, data_time: 0.039, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.2681, loss: 2.2681 2020-06-17 00:28:39,484 - mmaction - INFO - Epoch [5][980/1879] lr: 1.000e-02, eta: 1 day, 6:41:33, time: 0.582, data_time: 0.123, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.1327, loss: 3.1327 2020-06-17 00:28:50,962 - mmaction - INFO - Epoch [5][1000/1879] lr: 1.000e-02, eta: 1 day, 6:41:04, time: 0.575, data_time: 0.004, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4712, loss: 2.4712 2020-06-17 00:29:02,383 - mmaction - INFO - Epoch [5][1020/1879] lr: 1.000e-02, eta: 1 day, 6:40:32, time: 0.569, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6303, loss: 2.6303 2020-06-17 00:29:14,214 - mmaction - INFO - Epoch [5][1040/1879] lr: 1.000e-02, eta: 1 day, 6:40:10, time: 0.593, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.5599, loss: 2.5599 2020-06-17 00:29:25,485 - mmaction - INFO - Epoch [5][1060/1879] lr: 1.000e-02, eta: 1 day, 6:39:36, time: 0.564, data_time: 0.002, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7565, loss: 2.7565 2020-06-17 00:29:37,650 - mmaction - INFO - Epoch [5][1080/1879] lr: 1.000e-02, eta: 1 day, 6:39:20, time: 0.606, data_time: 0.004, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.1855, loss: 3.1855 2020-06-17 00:29:49,425 - mmaction - INFO - Epoch [5][1100/1879] lr: 1.000e-02, eta: 1 day, 6:38:57, time: 0.591, data_time: 0.003, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6536, loss: 2.6536 2020-06-17 00:30:01,757 - mmaction - INFO - Epoch [5][1120/1879] lr: 1.000e-02, eta: 1 day, 6:38:45, time: 0.616, data_time: 0.258, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.6624, loss: 2.6624 2020-06-17 00:30:14,763 - mmaction - INFO - Epoch [5][1140/1879] lr: 1.000e-02, eta: 1 day, 6:38:47, time: 0.650, data_time: 0.085, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5081, loss: 2.5081 2020-06-17 00:30:31,012 - mmaction - INFO - Epoch [5][1160/1879] lr: 1.000e-02, eta: 1 day, 6:39:57, time: 0.813, data_time: 0.009, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.7167, loss: 2.7167 2020-06-17 00:30:44,096 - mmaction - INFO - Epoch [5][1180/1879] lr: 1.000e-02, eta: 1 day, 6:40:00, time: 0.654, data_time: 0.001, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6813, loss_cls: 2.5909, loss: 2.5909 2020-06-17 00:30:56,317 - mmaction - INFO - Epoch [5][1200/1879] lr: 1.000e-02, eta: 1 day, 6:39:45, time: 0.609, data_time: 0.004, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6188, loss_cls: 2.7232, loss: 2.7232 2020-06-17 00:31:08,496 - mmaction - INFO - Epoch [5][1220/1879] lr: 1.000e-02, eta: 1 day, 6:39:31, time: 0.611, data_time: 0.003, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4961, loss: 2.4961 2020-06-17 00:31:20,540 - mmaction - INFO - Epoch [5][1240/1879] lr: 1.000e-02, eta: 1 day, 6:39:12, time: 0.601, data_time: 0.001, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.7112, loss: 2.7112 2020-06-17 00:31:31,985 - mmaction - INFO - Epoch [5][1260/1879] lr: 1.000e-02, eta: 1 day, 6:38:42, time: 0.572, data_time: 0.001, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 2.9940, loss: 2.9940 2020-06-17 00:31:45,481 - mmaction - INFO - Epoch [5][1280/1879] lr: 1.000e-02, eta: 1 day, 6:38:53, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.7000, loss_cls: 2.7576, loss: 2.7576 2020-06-17 00:31:56,589 - mmaction - INFO - Epoch [5][1300/1879] lr: 1.000e-02, eta: 1 day, 6:38:17, time: 0.556, data_time: 0.003, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.4989, loss: 2.4989 2020-06-17 00:32:08,118 - mmaction - INFO - Epoch [5][1320/1879] lr: 1.000e-02, eta: 1 day, 6:37:49, time: 0.578, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.4676, loss: 2.4676 2020-06-17 00:32:20,442 - mmaction - INFO - Epoch [5][1340/1879] lr: 1.000e-02, eta: 1 day, 6:37:36, time: 0.616, data_time: 0.003, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6865, loss: 2.6865 2020-06-17 00:32:33,479 - mmaction - INFO - Epoch [5][1360/1879] lr: 1.000e-02, eta: 1 day, 6:37:38, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.7131, loss: 2.7131 2020-06-17 00:32:45,330 - mmaction - INFO - Epoch [5][1380/1879] lr: 1.000e-02, eta: 1 day, 6:37:16, time: 0.593, data_time: 0.003, memory: 5170, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.8028, loss: 2.8028 2020-06-17 00:32:56,444 - mmaction - INFO - Epoch [5][1400/1879] lr: 1.000e-02, eta: 1 day, 6:36:40, time: 0.556, data_time: 0.002, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5718, loss: 2.5718 2020-06-17 00:33:09,193 - mmaction - INFO - Epoch [5][1420/1879] lr: 1.000e-02, eta: 1 day, 6:36:37, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.3526, loss: 2.3526 2020-06-17 00:33:22,277 - mmaction - INFO - Epoch [5][1440/1879] lr: 1.000e-02, eta: 1 day, 6:36:40, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6625, loss_cls: 2.4425, loss: 2.4425 2020-06-17 00:33:35,953 - mmaction - INFO - Epoch [5][1460/1879] lr: 1.000e-02, eta: 1 day, 6:36:55, time: 0.683, data_time: 0.001, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7712, loss: 2.7712 2020-06-17 00:33:50,051 - mmaction - INFO - Epoch [5][1480/1879] lr: 1.000e-02, eta: 1 day, 6:37:18, time: 0.705, data_time: 0.001, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.5954, loss: 2.5954 2020-06-17 00:34:03,059 - mmaction - INFO - Epoch [5][1500/1879] lr: 1.000e-02, eta: 1 day, 6:37:19, time: 0.650, data_time: 0.000, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6241, loss: 2.6241 2020-06-17 00:34:15,402 - mmaction - INFO - Epoch [5][1520/1879] lr: 1.000e-02, eta: 1 day, 6:37:07, time: 0.618, data_time: 0.001, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6875, loss_cls: 2.6239, loss: 2.6239 2020-06-17 00:34:27,824 - mmaction - INFO - Epoch [5][1540/1879] lr: 1.000e-02, eta: 1 day, 6:36:57, time: 0.621, data_time: 0.000, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4108, loss: 2.4108 2020-06-17 00:34:41,103 - mmaction - INFO - Epoch [5][1560/1879] lr: 1.000e-02, eta: 1 day, 6:37:02, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 2.1154, loss: 2.1154 2020-06-17 00:34:55,697 - mmaction - INFO - Epoch [5][1580/1879] lr: 1.000e-02, eta: 1 day, 6:37:35, time: 0.730, data_time: 0.003, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.4922, loss: 2.4922 2020-06-17 00:35:06,323 - mmaction - INFO - Epoch [5][1600/1879] lr: 1.000e-02, eta: 1 day, 6:36:49, time: 0.531, data_time: 0.003, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.7317, loss: 2.7317 2020-06-17 00:35:18,309 - mmaction - INFO - Epoch [5][1620/1879] lr: 1.000e-02, eta: 1 day, 6:36:30, time: 0.600, data_time: 0.016, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.8849, loss: 2.8849 2020-06-17 00:35:30,902 - mmaction - INFO - Epoch [5][1640/1879] lr: 1.000e-02, eta: 1 day, 6:36:23, time: 0.630, data_time: 0.013, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4721, loss: 2.4721 2020-06-17 00:35:43,944 - mmaction - INFO - Epoch [5][1660/1879] lr: 1.000e-02, eta: 1 day, 6:36:24, time: 0.651, data_time: 0.001, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.7478, loss: 2.7478 2020-06-17 00:35:56,971 - mmaction - INFO - Epoch [5][1680/1879] lr: 1.000e-02, eta: 1 day, 6:36:26, time: 0.651, data_time: 0.002, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.8346, loss: 2.8346 2020-06-17 00:36:08,667 - mmaction - INFO - Epoch [5][1700/1879] lr: 1.000e-02, eta: 1 day, 6:36:01, time: 0.586, data_time: 0.002, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.8560, loss: 2.8560 2020-06-17 00:36:21,745 - mmaction - INFO - Epoch [5][1720/1879] lr: 1.000e-02, eta: 1 day, 6:36:03, time: 0.652, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.6734, loss: 2.6734 2020-06-17 00:36:37,291 - mmaction - INFO - Epoch [5][1740/1879] lr: 1.000e-02, eta: 1 day, 6:36:53, time: 0.778, data_time: 0.003, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6134, loss: 2.6134 2020-06-17 00:36:50,370 - mmaction - INFO - Epoch [5][1760/1879] lr: 1.000e-02, eta: 1 day, 6:36:55, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.7084, loss: 2.7084 2020-06-17 00:37:02,846 - mmaction - INFO - Epoch [5][1780/1879] lr: 1.000e-02, eta: 1 day, 6:36:45, time: 0.624, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.7188, loss_cls: 2.6571, loss: 2.6571 2020-06-17 00:37:16,199 - mmaction - INFO - Epoch [5][1800/1879] lr: 1.000e-02, eta: 1 day, 6:36:50, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7067, loss: 2.7067 2020-06-17 00:37:29,790 - mmaction - INFO - Epoch [5][1820/1879] lr: 1.000e-02, eta: 1 day, 6:37:04, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5013, loss: 2.5013 2020-06-17 00:37:43,836 - mmaction - INFO - Epoch [5][1840/1879] lr: 1.000e-02, eta: 1 day, 6:37:24, time: 0.703, data_time: 0.051, memory: 5170, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.5952, loss: 2.5952 2020-06-17 00:37:58,837 - mmaction - INFO - Epoch [5][1860/1879] lr: 1.000e-02, eta: 1 day, 6:38:02, time: 0.750, data_time: 0.335, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8642, loss: 2.8642 2020-06-17 00:38:16,339 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-06-17 00:40:07,997 - mmaction - INFO - Epoch [6][20/1879] lr: 1.000e-02, eta: 1 day, 7:05:10, time: 5.562, data_time: 4.163, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6058, loss: 2.6058 2020-06-17 00:40:19,246 - mmaction - INFO - Epoch [6][40/1879] lr: 1.000e-02, eta: 1 day, 7:04:35, time: 0.566, data_time: 0.030, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.6056, loss: 2.6056 2020-06-17 00:40:30,832 - mmaction - INFO - Epoch [6][60/1879] lr: 1.000e-02, eta: 1 day, 7:04:04, time: 0.579, data_time: 0.001, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.4071, loss: 2.4071 2020-06-17 00:40:43,524 - mmaction - INFO - Epoch [6][80/1879] lr: 1.000e-02, eta: 1 day, 7:03:55, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.3563, loss: 2.3563 2020-06-17 00:40:55,296 - mmaction - INFO - Epoch [6][100/1879] lr: 1.000e-02, eta: 1 day, 7:03:28, time: 0.589, data_time: 0.001, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6453, loss: 2.6453 2020-06-17 00:41:06,845 - mmaction - INFO - Epoch [6][120/1879] lr: 1.000e-02, eta: 1 day, 7:02:55, time: 0.572, data_time: 0.000, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.5381, loss: 2.5381 2020-06-17 00:41:18,916 - mmaction - INFO - Epoch [6][140/1879] lr: 1.000e-02, eta: 1 day, 7:02:35, time: 0.606, data_time: 0.041, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.7382, loss: 2.7382 2020-06-17 00:41:30,514 - mmaction - INFO - Epoch [6][160/1879] lr: 1.000e-02, eta: 1 day, 7:02:06, time: 0.582, data_time: 0.021, memory: 5170, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.0069, loss: 3.0069 2020-06-17 00:41:42,800 - mmaction - INFO - Epoch [6][180/1879] lr: 1.000e-02, eta: 1 day, 7:01:48, time: 0.613, data_time: 0.080, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6048, loss: 2.6048 2020-06-17 00:41:54,563 - mmaction - INFO - Epoch [6][200/1879] lr: 1.000e-02, eta: 1 day, 7:01:21, time: 0.588, data_time: 0.017, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5382, loss: 2.5382 2020-06-17 00:42:07,088 - mmaction - INFO - Epoch [6][220/1879] lr: 1.000e-02, eta: 1 day, 7:01:09, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4917, loss: 2.4917 2020-06-17 00:42:19,927 - mmaction - INFO - Epoch [6][240/1879] lr: 1.000e-02, eta: 1 day, 7:01:02, time: 0.641, data_time: 0.001, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7213, loss: 2.7213 2020-06-17 00:42:32,603 - mmaction - INFO - Epoch [6][260/1879] lr: 1.000e-02, eta: 1 day, 7:00:53, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6125, loss_cls: 2.7488, loss: 2.7488 2020-06-17 00:42:46,006 - mmaction - INFO - Epoch [6][280/1879] lr: 1.000e-02, eta: 1 day, 7:00:57, time: 0.671, data_time: 0.001, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0413, loss: 3.0413 2020-06-17 00:42:59,383 - mmaction - INFO - Epoch [6][300/1879] lr: 1.000e-02, eta: 1 day, 7:01:00, time: 0.669, data_time: 0.001, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3119, loss: 2.3119 2020-06-17 00:43:12,870 - mmaction - INFO - Epoch [6][320/1879] lr: 1.000e-02, eta: 1 day, 7:01:04, time: 0.673, data_time: 0.000, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6625, loss_cls: 2.8308, loss: 2.8308 2020-06-17 00:43:24,496 - mmaction - INFO - Epoch [6][340/1879] lr: 1.000e-02, eta: 1 day, 7:00:35, time: 0.583, data_time: 0.008, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5416, loss: 2.5416 2020-06-17 00:43:37,689 - mmaction - INFO - Epoch [6][360/1879] lr: 1.000e-02, eta: 1 day, 7:00:35, time: 0.659, data_time: 0.013, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3844, loss: 2.3844 2020-06-17 00:43:50,544 - mmaction - INFO - Epoch [6][380/1879] lr: 1.000e-02, eta: 1 day, 7:00:28, time: 0.642, data_time: 0.001, memory: 5170, top1_acc: 0.4188, top5_acc: 0.7500, loss_cls: 2.4502, loss: 2.4502 2020-06-17 00:44:02,497 - mmaction - INFO - Epoch [6][400/1879] lr: 1.000e-02, eta: 1 day, 7:00:05, time: 0.598, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6645, loss: 2.6645 2020-06-17 00:44:15,793 - mmaction - INFO - Epoch [6][420/1879] lr: 1.000e-02, eta: 1 day, 7:00:06, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.5795, loss: 2.5795 2020-06-17 00:44:27,232 - mmaction - INFO - Epoch [6][440/1879] lr: 1.000e-02, eta: 1 day, 6:59:34, time: 0.573, data_time: 0.002, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.4846, loss: 2.4846 2020-06-17 00:44:40,666 - mmaction - INFO - Epoch [6][460/1879] lr: 1.000e-02, eta: 1 day, 6:59:38, time: 0.672, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5455, loss: 2.5455 2020-06-17 00:44:51,647 - mmaction - INFO - Epoch [6][480/1879] lr: 1.000e-02, eta: 1 day, 6:58:57, time: 0.549, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6283, loss: 2.6283 2020-06-17 00:45:04,078 - mmaction - INFO - Epoch [6][500/1879] lr: 1.000e-02, eta: 1 day, 6:58:42, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.3937, top5_acc: 0.7125, loss_cls: 2.4406, loss: 2.4406 2020-06-17 00:45:16,420 - mmaction - INFO - Epoch [6][520/1879] lr: 1.000e-02, eta: 1 day, 6:58:26, time: 0.617, data_time: 0.221, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.6181, loss: 2.6181 2020-06-17 00:45:29,469 - mmaction - INFO - Epoch [6][540/1879] lr: 1.000e-02, eta: 1 day, 6:58:23, time: 0.653, data_time: 0.130, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.5369, loss: 2.5369 2020-06-17 00:45:41,914 - mmaction - INFO - Epoch [6][560/1879] lr: 1.000e-02, eta: 1 day, 6:58:10, time: 0.623, data_time: 0.002, memory: 5170, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.5672, loss: 2.5672 2020-06-17 00:45:55,527 - mmaction - INFO - Epoch [6][580/1879] lr: 1.000e-02, eta: 1 day, 6:58:16, time: 0.679, data_time: 0.003, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.5313, loss: 2.5313 2020-06-17 00:46:09,376 - mmaction - INFO - Epoch [6][600/1879] lr: 1.000e-02, eta: 1 day, 6:58:27, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.4636, loss: 2.4636 2020-06-17 00:46:23,804 - mmaction - INFO - Epoch [6][620/1879] lr: 1.000e-02, eta: 1 day, 6:58:48, time: 0.723, data_time: 0.057, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1905, loss: 2.1905 2020-06-17 00:46:37,473 - mmaction - INFO - Epoch [6][640/1879] lr: 1.000e-02, eta: 1 day, 6:58:55, time: 0.682, data_time: 0.002, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5819, loss: 2.5819 2020-06-17 00:46:49,988 - mmaction - INFO - Epoch [6][660/1879] lr: 1.000e-02, eta: 1 day, 6:58:43, time: 0.627, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.4260, loss: 2.4260 2020-06-17 00:47:03,690 - mmaction - INFO - Epoch [6][680/1879] lr: 1.000e-02, eta: 1 day, 6:58:51, time: 0.685, data_time: 0.000, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7438, loss_cls: 2.5172, loss: 2.5172 2020-06-17 00:47:16,615 - mmaction - INFO - Epoch [6][700/1879] lr: 1.000e-02, eta: 1 day, 6:58:45, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.9020, loss: 2.9020 2020-06-17 00:47:31,806 - mmaction - INFO - Epoch [6][720/1879] lr: 1.000e-02, eta: 1 day, 6:59:18, time: 0.758, data_time: 0.055, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5431, loss: 2.5431 2020-06-17 00:47:45,482 - mmaction - INFO - Epoch [6][740/1879] lr: 1.000e-02, eta: 1 day, 6:59:26, time: 0.685, data_time: 0.022, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.8426, loss: 2.8426 2020-06-17 00:47:58,798 - mmaction - INFO - Epoch [6][760/1879] lr: 1.000e-02, eta: 1 day, 6:59:26, time: 0.665, data_time: 0.088, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6339, loss: 2.6339 2020-06-17 00:48:11,421 - mmaction - INFO - Epoch [6][780/1879] lr: 1.000e-02, eta: 1 day, 6:59:16, time: 0.633, data_time: 0.296, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.6373, loss: 2.6373 2020-06-17 00:48:24,242 - mmaction - INFO - Epoch [6][800/1879] lr: 1.000e-02, eta: 1 day, 6:59:08, time: 0.641, data_time: 0.300, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3832, loss: 2.3832 2020-06-17 00:48:35,597 - mmaction - INFO - Epoch [6][820/1879] lr: 1.000e-02, eta: 1 day, 6:58:34, time: 0.567, data_time: 0.200, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3778, loss: 2.3778 2020-06-17 00:48:46,585 - mmaction - INFO - Epoch [6][840/1879] lr: 1.000e-02, eta: 1 day, 6:57:55, time: 0.550, data_time: 0.001, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5622, loss: 2.5622 2020-06-17 00:48:58,748 - mmaction - INFO - Epoch [6][860/1879] lr: 1.000e-02, eta: 1 day, 6:57:35, time: 0.606, data_time: 0.111, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5128, loss: 2.5128 2020-06-17 00:49:10,281 - mmaction - INFO - Epoch [6][880/1879] lr: 1.000e-02, eta: 1 day, 6:57:05, time: 0.577, data_time: 0.244, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6409, loss: 2.6409 2020-06-17 00:49:21,542 - mmaction - INFO - Epoch [6][900/1879] lr: 1.000e-02, eta: 1 day, 6:56:30, time: 0.562, data_time: 0.172, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.7385, loss: 2.7385 2020-06-17 00:49:33,621 - mmaction - INFO - Epoch [6][920/1879] lr: 1.000e-02, eta: 1 day, 6:56:10, time: 0.605, data_time: 0.003, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.7263, loss: 2.7263 2020-06-17 00:49:44,056 - mmaction - INFO - Epoch [6][940/1879] lr: 1.000e-02, eta: 1 day, 6:55:21, time: 0.523, data_time: 0.003, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2635, loss: 2.2635 2020-06-17 00:49:55,537 - mmaction - INFO - Epoch [6][960/1879] lr: 1.000e-02, eta: 1 day, 6:54:51, time: 0.574, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.5903, loss: 2.5903 2020-06-17 00:50:07,603 - mmaction - INFO - Epoch [6][980/1879] lr: 1.000e-02, eta: 1 day, 6:54:30, time: 0.603, data_time: 0.001, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.2579, loss: 2.2579 2020-06-17 00:50:19,819 - mmaction - INFO - Epoch [6][1000/1879] lr: 1.000e-02, eta: 1 day, 6:54:12, time: 0.610, data_time: 0.000, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.5865, loss: 2.5865 2020-06-17 00:50:31,395 - mmaction - INFO - Epoch [6][1020/1879] lr: 1.000e-02, eta: 1 day, 6:53:42, time: 0.576, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5658, loss: 2.5658 2020-06-17 00:50:42,538 - mmaction - INFO - Epoch [6][1040/1879] lr: 1.000e-02, eta: 1 day, 6:53:07, time: 0.559, data_time: 0.003, memory: 5170, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.2070, loss: 2.2070 2020-06-17 00:50:56,297 - mmaction - INFO - Epoch [6][1060/1879] lr: 1.000e-02, eta: 1 day, 6:53:15, time: 0.689, data_time: 0.003, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6154, loss: 2.6154 2020-06-17 00:51:09,599 - mmaction - INFO - Epoch [6][1080/1879] lr: 1.000e-02, eta: 1 day, 6:53:15, time: 0.664, data_time: 0.004, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5708, loss: 2.5708 2020-06-17 00:51:23,963 - mmaction - INFO - Epoch [6][1100/1879] lr: 1.000e-02, eta: 1 day, 6:53:34, time: 0.717, data_time: 0.001, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4599, loss: 2.4599 2020-06-17 00:51:36,600 - mmaction - INFO - Epoch [6][1120/1879] lr: 1.000e-02, eta: 1 day, 6:53:22, time: 0.631, data_time: 0.039, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.5050, loss: 2.5050 2020-06-17 00:51:48,982 - mmaction - INFO - Epoch [6][1140/1879] lr: 1.000e-02, eta: 1 day, 6:53:08, time: 0.620, data_time: 0.039, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2893, loss: 2.2893 2020-06-17 00:52:01,154 - mmaction - INFO - Epoch [6][1160/1879] lr: 1.000e-02, eta: 1 day, 6:52:49, time: 0.610, data_time: 0.041, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6813, loss_cls: 2.7032, loss: 2.7032 2020-06-17 00:52:13,400 - mmaction - INFO - Epoch [6][1180/1879] lr: 1.000e-02, eta: 1 day, 6:52:32, time: 0.611, data_time: 0.101, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6687, loss_cls: 2.7804, loss: 2.7804 2020-06-17 00:52:24,788 - mmaction - INFO - Epoch [6][1200/1879] lr: 1.000e-02, eta: 1 day, 6:52:00, time: 0.570, data_time: 0.001, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3358, loss: 2.3358 2020-06-17 00:52:36,870 - mmaction - INFO - Epoch [6][1220/1879] lr: 1.000e-02, eta: 1 day, 6:51:40, time: 0.603, data_time: 0.002, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3893, loss: 2.3893 2020-06-17 00:52:48,556 - mmaction - INFO - Epoch [6][1240/1879] lr: 1.000e-02, eta: 1 day, 6:51:13, time: 0.583, data_time: 0.002, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.2857, loss: 2.2857 2020-06-17 00:52:59,058 - mmaction - INFO - Epoch [6][1260/1879] lr: 1.000e-02, eta: 1 day, 6:50:27, time: 0.527, data_time: 0.003, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6062, loss_cls: 2.7624, loss: 2.7624 2020-06-17 00:53:10,023 - mmaction - INFO - Epoch [6][1280/1879] lr: 1.000e-02, eta: 1 day, 6:49:48, time: 0.546, data_time: 0.001, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6329, loss: 2.6329 2020-06-17 00:53:20,793 - mmaction - INFO - Epoch [6][1300/1879] lr: 1.000e-02, eta: 1 day, 6:49:07, time: 0.539, data_time: 0.017, memory: 5170, top1_acc: 0.3500, top5_acc: 0.7000, loss_cls: 2.6536, loss: 2.6536 2020-06-17 00:53:31,728 - mmaction - INFO - Epoch [6][1320/1879] lr: 1.000e-02, eta: 1 day, 6:48:28, time: 0.548, data_time: 0.002, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7069, loss: 2.7069 2020-06-17 00:53:42,364 - mmaction - INFO - Epoch [6][1340/1879] lr: 1.000e-02, eta: 1 day, 6:47:44, time: 0.531, data_time: 0.001, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4813, loss: 2.4813 2020-06-17 00:53:54,552 - mmaction - INFO - Epoch [6][1360/1879] lr: 1.000e-02, eta: 1 day, 6:47:27, time: 0.611, data_time: 0.002, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3469, loss: 2.3469 2020-06-17 00:54:06,835 - mmaction - INFO - Epoch [6][1380/1879] lr: 1.000e-02, eta: 1 day, 6:47:10, time: 0.612, data_time: 0.125, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6937, loss_cls: 2.5999, loss: 2.5999 2020-06-17 00:54:19,443 - mmaction - INFO - Epoch [6][1400/1879] lr: 1.000e-02, eta: 1 day, 6:46:59, time: 0.632, data_time: 0.160, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2452, loss: 2.2452 2020-06-17 00:54:31,370 - mmaction - INFO - Epoch [6][1420/1879] lr: 1.000e-02, eta: 1 day, 6:46:37, time: 0.597, data_time: 0.096, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.5557, loss: 2.5557 2020-06-17 00:54:44,111 - mmaction - INFO - Epoch [6][1440/1879] lr: 1.000e-02, eta: 1 day, 6:46:28, time: 0.634, data_time: 0.274, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2937, loss: 2.2937 2020-06-17 00:54:57,217 - mmaction - INFO - Epoch [6][1460/1879] lr: 1.000e-02, eta: 1 day, 6:46:25, time: 0.657, data_time: 0.081, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.5108, loss: 2.5108 2020-06-17 00:55:11,124 - mmaction - INFO - Epoch [6][1480/1879] lr: 1.000e-02, eta: 1 day, 6:46:36, time: 0.696, data_time: 0.004, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6198, loss: 2.6198 2020-06-17 00:55:25,326 - mmaction - INFO - Epoch [6][1500/1879] lr: 1.000e-02, eta: 1 day, 6:46:50, time: 0.709, data_time: 0.036, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.3603, loss: 2.3603 2020-06-17 00:55:39,564 - mmaction - INFO - Epoch [6][1520/1879] lr: 1.000e-02, eta: 1 day, 6:47:06, time: 0.713, data_time: 0.035, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.6317, loss: 2.6317 2020-06-17 00:55:52,900 - mmaction - INFO - Epoch [6][1540/1879] lr: 1.000e-02, eta: 1 day, 6:47:06, time: 0.665, data_time: 0.001, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7562, loss_cls: 2.4038, loss: 2.4038 2020-06-17 00:56:08,386 - mmaction - INFO - Epoch [6][1560/1879] lr: 1.000e-02, eta: 1 day, 6:47:41, time: 0.774, data_time: 0.003, memory: 5170, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.5133, loss: 2.5133 2020-06-17 00:56:21,489 - mmaction - INFO - Epoch [6][1580/1879] lr: 1.000e-02, eta: 1 day, 6:47:39, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4129, loss: 2.4129 2020-06-17 00:56:35,201 - mmaction - INFO - Epoch [6][1600/1879] lr: 1.000e-02, eta: 1 day, 6:47:45, time: 0.685, data_time: 0.001, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.4142, loss: 2.4142 2020-06-17 00:56:49,573 - mmaction - INFO - Epoch [6][1620/1879] lr: 1.000e-02, eta: 1 day, 6:48:01, time: 0.717, data_time: 0.028, memory: 5170, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 2.9446, loss: 2.9446 2020-06-17 00:57:02,860 - mmaction - INFO - Epoch [6][1640/1879] lr: 1.000e-02, eta: 1 day, 6:48:01, time: 0.665, data_time: 0.185, memory: 5170, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.5403, loss: 2.5403 2020-06-17 00:57:16,891 - mmaction - INFO - Epoch [6][1660/1879] lr: 1.000e-02, eta: 1 day, 6:48:12, time: 0.702, data_time: 0.074, memory: 5170, top1_acc: 0.4000, top5_acc: 0.7312, loss_cls: 2.3771, loss: 2.3771 2020-06-17 00:57:30,824 - mmaction - INFO - Epoch [6][1680/1879] lr: 1.000e-02, eta: 1 day, 6:48:22, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.6095, loss: 2.6095 2020-06-17 00:57:44,266 - mmaction - INFO - Epoch [6][1700/1879] lr: 1.000e-02, eta: 1 day, 6:48:24, time: 0.673, data_time: 0.001, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.4566, loss: 2.4566 2020-06-17 00:57:57,620 - mmaction - INFO - Epoch [6][1720/1879] lr: 1.000e-02, eta: 1 day, 6:48:24, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2154, loss: 2.2154 2020-06-17 00:58:11,981 - mmaction - INFO - Epoch [6][1740/1879] lr: 1.000e-02, eta: 1 day, 6:48:41, time: 0.719, data_time: 0.021, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6582, loss: 2.6582 2020-06-17 00:58:26,583 - mmaction - INFO - Epoch [6][1760/1879] lr: 1.000e-02, eta: 1 day, 6:49:01, time: 0.730, data_time: 0.000, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.3267, loss: 2.3267 2020-06-17 00:58:39,503 - mmaction - INFO - Epoch [6][1780/1879] lr: 1.000e-02, eta: 1 day, 6:48:54, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6625, loss_cls: 2.4762, loss: 2.4762 2020-06-17 00:58:55,242 - mmaction - INFO - Epoch [6][1800/1879] lr: 1.000e-02, eta: 1 day, 6:49:32, time: 0.787, data_time: 0.001, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.7629, loss: 2.7629 2020-06-17 00:59:08,039 - mmaction - INFO - Epoch [6][1820/1879] lr: 1.000e-02, eta: 1 day, 6:49:23, time: 0.640, data_time: 0.002, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.4634, loss: 2.4634 2020-06-17 00:59:22,720 - mmaction - INFO - Epoch [6][1840/1879] lr: 1.000e-02, eta: 1 day, 6:49:43, time: 0.733, data_time: 0.001, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6223, loss: 2.6223 2020-06-17 00:59:36,500 - mmaction - INFO - Epoch [6][1860/1879] lr: 1.000e-02, eta: 1 day, 6:49:50, time: 0.689, data_time: 0.003, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5051, loss: 2.5051 2020-06-17 00:59:50,271 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-06-17 01:01:53,316 - mmaction - INFO - Epoch [7][20/1879] lr: 1.000e-02, eta: 1 day, 7:14:42, time: 6.075, data_time: 5.483, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3383, loss: 2.3383 2020-06-17 01:02:09,583 - mmaction - INFO - Epoch [7][40/1879] lr: 1.000e-02, eta: 1 day, 7:15:24, time: 0.813, data_time: 0.003, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3986, loss: 2.3986 2020-06-17 01:02:21,460 - mmaction - INFO - Epoch [7][60/1879] lr: 1.000e-02, eta: 1 day, 7:14:58, time: 0.594, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5659, loss: 2.5659 2020-06-17 01:02:33,637 - mmaction - INFO - Epoch [7][80/1879] lr: 1.000e-02, eta: 1 day, 7:14:36, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.5938, loss: 2.5938 2020-06-17 01:02:44,717 - mmaction - INFO - Epoch [7][100/1879] lr: 1.000e-02, eta: 1 day, 7:13:58, time: 0.554, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.6063, loss: 2.6063 2020-06-17 01:02:57,138 - mmaction - INFO - Epoch [7][120/1879] lr: 1.000e-02, eta: 1 day, 7:13:40, time: 0.621, data_time: 0.003, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5514, loss: 2.5514 2020-06-17 01:03:12,450 - mmaction - INFO - Epoch [7][140/1879] lr: 1.000e-02, eta: 1 day, 7:14:07, time: 0.765, data_time: 0.003, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2673, loss: 2.2673 2020-06-17 01:03:27,920 - mmaction - INFO - Epoch [7][160/1879] lr: 1.000e-02, eta: 1 day, 7:14:37, time: 0.774, data_time: 0.158, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6726, loss: 2.6726 2020-06-17 01:03:39,553 - mmaction - INFO - Epoch [7][180/1879] lr: 1.000e-02, eta: 1 day, 7:14:06, time: 0.580, data_time: 0.100, memory: 5170, top1_acc: 0.5188, top5_acc: 0.6625, loss_cls: 2.3927, loss: 2.3927 2020-06-17 01:03:50,657 - mmaction - INFO - Epoch [7][200/1879] lr: 1.000e-02, eta: 1 day, 7:13:29, time: 0.558, data_time: 0.053, memory: 5170, top1_acc: 0.3875, top5_acc: 0.7063, loss_cls: 2.5780, loss: 2.5780 2020-06-17 01:04:02,477 - mmaction - INFO - Epoch [7][220/1879] lr: 1.000e-02, eta: 1 day, 7:13:02, time: 0.590, data_time: 0.001, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3970, loss: 2.3970 2020-06-17 01:04:14,788 - mmaction - INFO - Epoch [7][240/1879] lr: 1.000e-02, eta: 1 day, 7:12:43, time: 0.616, data_time: 0.002, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.2771, loss: 2.2771 2020-06-17 01:04:27,845 - mmaction - INFO - Epoch [7][260/1879] lr: 1.000e-02, eta: 1 day, 7:12:35, time: 0.654, data_time: 0.095, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.5103, loss: 2.5103 2020-06-17 01:04:42,110 - mmaction - INFO - Epoch [7][280/1879] lr: 1.000e-02, eta: 1 day, 7:12:45, time: 0.713, data_time: 0.001, memory: 5170, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.6225, loss: 2.6225 2020-06-17 01:04:54,376 - mmaction - INFO - Epoch [7][300/1879] lr: 1.000e-02, eta: 1 day, 7:12:25, time: 0.611, data_time: 0.001, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.5438, loss: 2.5438 2020-06-17 01:05:09,250 - mmaction - INFO - Epoch [7][320/1879] lr: 1.000e-02, eta: 1 day, 7:12:45, time: 0.744, data_time: 0.004, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3506, loss: 2.3506 2020-06-17 01:05:22,821 - mmaction - INFO - Epoch [7][340/1879] lr: 1.000e-02, eta: 1 day, 7:12:45, time: 0.679, data_time: 0.004, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6413, loss: 2.6413 2020-06-17 01:05:36,553 - mmaction - INFO - Epoch [7][360/1879] lr: 1.000e-02, eta: 1 day, 7:12:47, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.5551, loss: 2.5551 2020-06-17 01:05:51,861 - mmaction - INFO - Epoch [7][380/1879] lr: 1.000e-02, eta: 1 day, 7:13:13, time: 0.766, data_time: 0.002, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2973, loss: 2.2973 2020-06-17 01:06:05,086 - mmaction - INFO - Epoch [7][400/1879] lr: 1.000e-02, eta: 1 day, 7:13:07, time: 0.660, data_time: 0.000, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.6811, loss: 2.6811 2020-06-17 01:06:20,110 - mmaction - INFO - Epoch [7][420/1879] lr: 1.000e-02, eta: 1 day, 7:13:29, time: 0.751, data_time: 0.002, memory: 5170, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.2343, loss: 2.2343 2020-06-17 01:06:33,497 - mmaction - INFO - Epoch [7][440/1879] lr: 1.000e-02, eta: 1 day, 7:13:25, time: 0.670, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.5813, loss_cls: 2.8625, loss: 2.8625 2020-06-17 01:06:47,147 - mmaction - INFO - Epoch [7][460/1879] lr: 1.000e-02, eta: 1 day, 7:13:26, time: 0.683, data_time: 0.001, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4004, loss: 2.4004 2020-06-17 01:07:03,481 - mmaction - INFO - Epoch [7][480/1879] lr: 1.000e-02, eta: 1 day, 7:14:07, time: 0.817, data_time: 0.003, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3305, loss: 2.3305 2020-06-17 01:07:15,404 - mmaction - INFO - Epoch [7][500/1879] lr: 1.000e-02, eta: 1 day, 7:13:41, time: 0.596, data_time: 0.001, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.4355, loss: 2.4355 2020-06-17 01:07:26,940 - mmaction - INFO - Epoch [7][520/1879] lr: 1.000e-02, eta: 1 day, 7:13:10, time: 0.577, data_time: 0.001, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5441, loss: 2.5441 2020-06-17 01:07:39,608 - mmaction - INFO - Epoch [7][540/1879] lr: 1.000e-02, eta: 1 day, 7:12:56, time: 0.632, data_time: 0.001, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.3151, loss: 2.3151 2020-06-17 01:07:51,271 - mmaction - INFO - Epoch [7][560/1879] lr: 1.000e-02, eta: 1 day, 7:12:27, time: 0.584, data_time: 0.002, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3326, loss: 2.3326 2020-06-17 01:08:03,859 - mmaction - INFO - Epoch [7][580/1879] lr: 1.000e-02, eta: 1 day, 7:12:11, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4891, loss: 2.4891 2020-06-17 01:08:14,977 - mmaction - INFO - Epoch [7][600/1879] lr: 1.000e-02, eta: 1 day, 7:11:35, time: 0.557, data_time: 0.001, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.2254, loss: 2.2254 2020-06-17 01:08:27,830 - mmaction - INFO - Epoch [7][620/1879] lr: 1.000e-02, eta: 1 day, 7:11:23, time: 0.642, data_time: 0.001, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3568, loss: 2.3568 2020-06-17 01:08:39,930 - mmaction - INFO - Epoch [7][640/1879] lr: 1.000e-02, eta: 1 day, 7:11:00, time: 0.604, data_time: 0.002, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3665, loss: 2.3665 2020-06-17 01:08:51,068 - mmaction - INFO - Epoch [7][660/1879] lr: 1.000e-02, eta: 1 day, 7:10:24, time: 0.558, data_time: 0.002, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.4043, loss: 2.4043 2020-06-17 01:09:05,630 - mmaction - INFO - Epoch [7][680/1879] lr: 1.000e-02, eta: 1 day, 7:10:38, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.4256, loss: 2.4256 2020-06-17 01:09:21,850 - mmaction - INFO - Epoch [7][700/1879] lr: 1.000e-02, eta: 1 day, 7:11:16, time: 0.811, data_time: 0.241, memory: 5170, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.3635, loss: 2.3635 2020-06-17 01:09:34,403 - mmaction - INFO - Epoch [7][720/1879] lr: 1.000e-02, eta: 1 day, 7:11:00, time: 0.626, data_time: 0.002, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4985, loss: 2.4985 2020-06-17 01:09:47,279 - mmaction - INFO - Epoch [7][740/1879] lr: 1.000e-02, eta: 1 day, 7:10:48, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.3323, loss: 2.3323 2020-06-17 01:09:59,457 - mmaction - INFO - Epoch [7][760/1879] lr: 1.000e-02, eta: 1 day, 7:10:25, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6266, loss: 2.6266 2020-06-17 01:10:10,682 - mmaction - INFO - Epoch [7][780/1879] lr: 1.000e-02, eta: 1 day, 7:09:52, time: 0.569, data_time: 0.009, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6500, loss_cls: 2.7295, loss: 2.7295 2020-06-17 01:10:23,038 - mmaction - INFO - Epoch [7][800/1879] lr: 1.000e-02, eta: 1 day, 7:09:33, time: 0.617, data_time: 0.002, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6625, loss_cls: 2.6681, loss: 2.6681 2020-06-17 01:10:35,731 - mmaction - INFO - Epoch [7][820/1879] lr: 1.000e-02, eta: 1 day, 7:09:19, time: 0.633, data_time: 0.010, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3653, loss: 2.3653 2020-06-17 01:10:47,250 - mmaction - INFO - Epoch [7][840/1879] lr: 1.000e-02, eta: 1 day, 7:08:49, time: 0.578, data_time: 0.004, memory: 5170, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.4468, loss: 2.4468 2020-06-17 01:10:59,663 - mmaction - INFO - Epoch [7][860/1879] lr: 1.000e-02, eta: 1 day, 7:08:31, time: 0.620, data_time: 0.001, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.7399, loss: 2.7399 2020-06-17 01:11:10,965 - mmaction - INFO - Epoch [7][880/1879] lr: 1.000e-02, eta: 1 day, 7:07:58, time: 0.566, data_time: 0.002, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3854, loss: 2.3854 2020-06-17 01:11:21,926 - mmaction - INFO - Epoch [7][900/1879] lr: 1.000e-02, eta: 1 day, 7:07:18, time: 0.546, data_time: 0.002, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.5524, loss: 2.5524 2020-06-17 01:11:33,231 - mmaction - INFO - Epoch [7][920/1879] lr: 1.000e-02, eta: 1 day, 7:06:45, time: 0.567, data_time: 0.003, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.5743, loss: 2.5743 2020-06-17 01:11:44,174 - mmaction - INFO - Epoch [7][940/1879] lr: 1.000e-02, eta: 1 day, 7:06:07, time: 0.547, data_time: 0.001, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4002, loss: 2.4002 2020-06-17 01:11:55,717 - mmaction - INFO - Epoch [7][960/1879] lr: 1.000e-02, eta: 1 day, 7:05:37, time: 0.576, data_time: 0.000, memory: 5170, top1_acc: 0.4062, top5_acc: 0.7188, loss_cls: 2.4382, loss: 2.4382 2020-06-17 01:12:08,155 - mmaction - INFO - Epoch [7][980/1879] lr: 1.000e-02, eta: 1 day, 7:05:19, time: 0.620, data_time: 0.002, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5301, loss: 2.5301 2020-06-17 01:12:20,968 - mmaction - INFO - Epoch [7][1000/1879] lr: 1.000e-02, eta: 1 day, 7:05:08, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.4062, top5_acc: 0.7688, loss_cls: 2.2819, loss: 2.2819 2020-06-17 01:12:33,165 - mmaction - INFO - Epoch [7][1020/1879] lr: 1.000e-02, eta: 1 day, 7:04:47, time: 0.608, data_time: 0.000, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.3105, loss: 2.3105 2020-06-17 01:12:45,446 - mmaction - INFO - Epoch [7][1040/1879] lr: 1.000e-02, eta: 1 day, 7:04:28, time: 0.615, data_time: 0.003, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.3435, loss: 2.3435 2020-06-17 01:12:57,366 - mmaction - INFO - Epoch [7][1060/1879] lr: 1.000e-02, eta: 1 day, 7:04:03, time: 0.594, data_time: 0.001, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.4439, loss: 2.4439 2020-06-17 01:13:10,023 - mmaction - INFO - Epoch [7][1080/1879] lr: 1.000e-02, eta: 1 day, 7:03:49, time: 0.633, data_time: 0.003, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3593, loss: 2.3593 2020-06-17 01:13:22,569 - mmaction - INFO - Epoch [7][1100/1879] lr: 1.000e-02, eta: 1 day, 7:03:34, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0792, loss: 2.0792 2020-06-17 01:13:35,775 - mmaction - INFO - Epoch [7][1120/1879] lr: 1.000e-02, eta: 1 day, 7:03:28, time: 0.660, data_time: 0.001, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2403, loss: 2.2403 2020-06-17 01:13:50,958 - mmaction - INFO - Epoch [7][1140/1879] lr: 1.000e-02, eta: 1 day, 7:03:50, time: 0.759, data_time: 0.001, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.5797, loss: 2.5797 2020-06-17 01:14:05,318 - mmaction - INFO - Epoch [7][1160/1879] lr: 1.000e-02, eta: 1 day, 7:03:59, time: 0.717, data_time: 0.034, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.2554, loss: 2.2554 2020-06-17 01:14:19,309 - mmaction - INFO - Epoch [7][1180/1879] lr: 1.000e-02, eta: 1 day, 7:04:04, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2985, loss: 2.2985 2020-06-17 01:14:33,324 - mmaction - INFO - Epoch [7][1200/1879] lr: 1.000e-02, eta: 1 day, 7:04:09, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1547, loss: 2.1547 2020-06-17 01:14:46,798 - mmaction - INFO - Epoch [7][1220/1879] lr: 1.000e-02, eta: 1 day, 7:04:07, time: 0.674, data_time: 0.067, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6750, loss_cls: 2.7014, loss: 2.7014 2020-06-17 01:15:00,836 - mmaction - INFO - Epoch [7][1240/1879] lr: 1.000e-02, eta: 1 day, 7:04:12, time: 0.701, data_time: 0.074, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1072, loss: 2.1072 2020-06-17 01:15:14,035 - mmaction - INFO - Epoch [7][1260/1879] lr: 1.000e-02, eta: 1 day, 7:04:05, time: 0.658, data_time: 0.169, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6625, loss_cls: 2.7390, loss: 2.7390 2020-06-17 01:15:27,935 - mmaction - INFO - Epoch [7][1280/1879] lr: 1.000e-02, eta: 1 day, 7:04:09, time: 0.698, data_time: 0.186, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7375, loss_cls: 2.2035, loss: 2.2035 2020-06-17 01:15:42,621 - mmaction - INFO - Epoch [7][1300/1879] lr: 1.000e-02, eta: 1 day, 7:04:23, time: 0.734, data_time: 0.303, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6562, loss: 2.6562 2020-06-17 01:15:57,358 - mmaction - INFO - Epoch [7][1320/1879] lr: 1.000e-02, eta: 1 day, 7:04:37, time: 0.736, data_time: 0.026, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5218, loss: 2.5218 2020-06-17 01:16:09,852 - mmaction - INFO - Epoch [7][1340/1879] lr: 1.000e-02, eta: 1 day, 7:04:21, time: 0.626, data_time: 0.004, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.9094, loss: 2.9094 2020-06-17 01:16:23,491 - mmaction - INFO - Epoch [7][1360/1879] lr: 1.000e-02, eta: 1 day, 7:04:20, time: 0.682, data_time: 0.136, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.6143, loss: 2.6143 2020-06-17 01:16:38,631 - mmaction - INFO - Epoch [7][1380/1879] lr: 1.000e-02, eta: 1 day, 7:04:41, time: 0.757, data_time: 0.037, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.0092, loss: 2.0092 2020-06-17 01:16:51,210 - mmaction - INFO - Epoch [7][1400/1879] lr: 1.000e-02, eta: 1 day, 7:04:25, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.2851, loss: 2.2851 2020-06-17 01:17:05,513 - mmaction - INFO - Epoch [7][1420/1879] lr: 1.000e-02, eta: 1 day, 7:04:34, time: 0.715, data_time: 0.000, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5266, loss: 2.5266 2020-06-17 01:17:18,167 - mmaction - INFO - Epoch [7][1440/1879] lr: 1.000e-02, eta: 1 day, 7:04:19, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.3553, loss: 2.3553 2020-06-17 01:17:30,465 - mmaction - INFO - Epoch [7][1460/1879] lr: 1.000e-02, eta: 1 day, 7:04:00, time: 0.614, data_time: 0.037, memory: 5170, top1_acc: 0.4750, top5_acc: 0.6625, loss_cls: 2.5068, loss: 2.5068 2020-06-17 01:17:43,170 - mmaction - INFO - Epoch [7][1480/1879] lr: 1.000e-02, eta: 1 day, 7:03:46, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.5247, loss: 2.5247 2020-06-17 01:17:55,018 - mmaction - INFO - Epoch [7][1500/1879] lr: 1.000e-02, eta: 1 day, 7:03:21, time: 0.593, data_time: 0.224, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.3028, loss: 2.3028 2020-06-17 01:18:05,948 - mmaction - INFO - Epoch [7][1520/1879] lr: 1.000e-02, eta: 1 day, 7:02:43, time: 0.548, data_time: 0.191, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2717, loss: 2.2717 2020-06-17 01:18:18,090 - mmaction - INFO - Epoch [7][1540/1879] lr: 1.000e-02, eta: 1 day, 7:02:22, time: 0.606, data_time: 0.216, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7438, loss_cls: 2.3053, loss: 2.3053 2020-06-17 01:18:29,713 - mmaction - INFO - Epoch [7][1560/1879] lr: 1.000e-02, eta: 1 day, 7:01:53, time: 0.580, data_time: 0.141, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.6837, loss: 2.6837 2020-06-17 01:18:41,426 - mmaction - INFO - Epoch [7][1580/1879] lr: 1.000e-02, eta: 1 day, 7:01:26, time: 0.586, data_time: 0.002, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1900, loss: 2.1900 2020-06-17 01:18:54,069 - mmaction - INFO - Epoch [7][1600/1879] lr: 1.000e-02, eta: 1 day, 7:01:11, time: 0.631, data_time: 0.002, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8682, loss: 2.8682 2020-06-17 01:19:06,465 - mmaction - INFO - Epoch [7][1620/1879] lr: 1.000e-02, eta: 1 day, 7:00:54, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.4905, loss: 2.4905 2020-06-17 01:19:19,167 - mmaction - INFO - Epoch [7][1640/1879] lr: 1.000e-02, eta: 1 day, 7:00:40, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7562, loss_cls: 2.2319, loss: 2.2319 2020-06-17 01:19:30,552 - mmaction - INFO - Epoch [7][1660/1879] lr: 1.000e-02, eta: 1 day, 7:00:09, time: 0.568, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.2644, loss: 2.2644 2020-06-17 01:19:42,360 - mmaction - INFO - Epoch [7][1680/1879] lr: 1.000e-02, eta: 1 day, 6:59:44, time: 0.592, data_time: 0.003, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7125, loss_cls: 2.1837, loss: 2.1837 2020-06-17 01:19:54,166 - mmaction - INFO - Epoch [7][1700/1879] lr: 1.000e-02, eta: 1 day, 6:59:18, time: 0.591, data_time: 0.002, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.5635, loss: 2.5635 2020-06-17 01:20:06,404 - mmaction - INFO - Epoch [7][1720/1879] lr: 1.000e-02, eta: 1 day, 6:58:58, time: 0.610, data_time: 0.001, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8046, loss: 2.8046 2020-06-17 01:20:19,985 - mmaction - INFO - Epoch [7][1740/1879] lr: 1.000e-02, eta: 1 day, 6:58:57, time: 0.680, data_time: 0.038, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6000, loss_cls: 2.7078, loss: 2.7078 2020-06-17 01:20:31,761 - mmaction - INFO - Epoch [7][1760/1879] lr: 1.000e-02, eta: 1 day, 6:58:31, time: 0.589, data_time: 0.001, memory: 5170, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.4424, loss: 2.4424 2020-06-17 01:20:44,431 - mmaction - INFO - Epoch [7][1780/1879] lr: 1.000e-02, eta: 1 day, 6:58:17, time: 0.634, data_time: 0.016, memory: 5170, top1_acc: 0.4125, top5_acc: 0.7312, loss_cls: 2.5009, loss: 2.5009 2020-06-17 01:20:56,024 - mmaction - INFO - Epoch [7][1800/1879] lr: 1.000e-02, eta: 1 day, 6:57:49, time: 0.579, data_time: 0.000, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.4009, loss: 2.4009 2020-06-17 01:21:07,602 - mmaction - INFO - Epoch [7][1820/1879] lr: 1.000e-02, eta: 1 day, 6:57:20, time: 0.578, data_time: 0.001, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.3302, loss: 2.3302 2020-06-17 01:21:19,347 - mmaction - INFO - Epoch [7][1840/1879] lr: 1.000e-02, eta: 1 day, 6:56:54, time: 0.586, data_time: 0.002, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.5416, loss: 2.5416 2020-06-17 01:21:28,760 - mmaction - INFO - Epoch [7][1860/1879] lr: 1.000e-02, eta: 1 day, 6:55:57, time: 0.471, data_time: 0.003, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2046, loss: 2.2046 2020-06-17 01:21:42,745 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-06-17 23:22:17,340 - mmaction - INFO - Epoch [8][20/1879] lr: 1.000e-02, eta: 15 days, 2:54:37, time: 7.477, data_time: 6.099, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1971, loss: 2.1971 2020-06-17 23:22:48,607 - mmaction - INFO - Epoch [8][40/1879] lr: 1.000e-02, eta: 9 days, 3:36:33, time: 1.573, data_time: 0.015, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.2083, loss: 2.2083 2020-06-17 23:23:19,473 - mmaction - INFO - Epoch [8][60/1879] lr: 1.000e-02, eta: 7 days, 3:20:57, time: 1.543, data_time: 0.003, memory: 5168, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6276, loss: 2.6276 2020-06-17 23:23:35,288 - mmaction - INFO - Epoch [8][80/1879] lr: 1.000e-02, eta: 5 days, 18:05:30, time: 0.791, data_time: 0.002, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4855, loss: 2.4855 2020-06-17 23:23:56,234 - mmaction - INFO - Epoch [8][100/1879] lr: 1.000e-02, eta: 5 days, 0:37:55, time: 1.048, data_time: 0.008, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.4178, loss: 2.4178 2020-06-17 23:24:17,902 - mmaction - INFO - Epoch [8][120/1879] lr: 1.000e-02, eta: 4 days, 13:16:06, time: 1.083, data_time: 0.000, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.1890, loss: 2.1890 2020-06-17 23:24:38,937 - mmaction - INFO - Epoch [8][140/1879] lr: 1.000e-02, eta: 4 days, 4:55:56, time: 1.051, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1541, loss: 2.1541 2020-06-17 23:24:54,884 - mmaction - INFO - Epoch [8][160/1879] lr: 1.000e-02, eta: 3 days, 21:08:41, time: 0.798, data_time: 0.001, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.3907, loss: 2.3907 2020-06-17 23:25:16,906 - mmaction - INFO - Epoch [8][180/1879] lr: 1.000e-02, eta: 3 days, 16:42:20, time: 1.099, data_time: 0.001, memory: 5168, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4696, loss: 2.4696 2020-06-17 23:25:33,137 - mmaction - INFO - Epoch [8][200/1879] lr: 1.000e-02, eta: 3 days, 11:46:19, time: 0.814, data_time: 0.004, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.5073, loss: 2.5073 2020-06-17 23:25:56,303 - mmaction - INFO - Epoch [8][220/1879] lr: 1.000e-02, eta: 3 days, 9:14:52, time: 1.157, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3361, loss: 2.3361 2020-06-17 23:26:19,382 - mmaction - INFO - Epoch [8][240/1879] lr: 1.000e-02, eta: 3 days, 7:08:02, time: 1.155, data_time: 0.002, memory: 5168, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.6031, loss: 2.6031 2020-06-17 23:26:39,982 - mmaction - INFO - Epoch [8][260/1879] lr: 1.000e-02, eta: 3 days, 4:52:29, time: 1.029, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3089, loss: 2.3089 2020-06-17 23:26:58,955 - mmaction - INFO - Epoch [8][280/1879] lr: 1.000e-02, eta: 3 days, 2:39:45, time: 0.950, data_time: 0.002, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.5682, loss: 2.5682 2020-06-17 23:27:22,171 - mmaction - INFO - Epoch [8][300/1879] lr: 1.000e-02, eta: 3 days, 1:25:38, time: 1.161, data_time: 0.197, memory: 5168, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.6409, loss: 2.6409 2020-06-17 23:27:44,812 - mmaction - INFO - Epoch [8][320/1879] lr: 1.000e-02, eta: 3 days, 0:15:32, time: 1.132, data_time: 0.019, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.2436, loss: 2.2436 2020-06-17 23:28:02,352 - mmaction - INFO - Epoch [8][340/1879] lr: 1.000e-02, eta: 2 days, 22:29:56, time: 0.877, data_time: 0.008, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.3559, loss: 2.3559 2020-06-17 23:28:18,933 - mmaction - INFO - Epoch [8][360/1879] lr: 1.000e-02, eta: 2 days, 20:48:15, time: 0.828, data_time: 0.001, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4282, loss: 2.4282 2020-06-17 23:28:38,460 - mmaction - INFO - Epoch [8][380/1879] lr: 1.000e-02, eta: 2 days, 19:39:57, time: 0.977, data_time: 0.037, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1503, loss: 2.1503 2020-06-17 23:28:55,549 - mmaction - INFO - Epoch [8][400/1879] lr: 1.000e-02, eta: 2 days, 18:20:25, time: 0.853, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0077, loss: 2.0077 2020-06-17 23:29:12,728 - mmaction - INFO - Epoch [8][420/1879] lr: 1.000e-02, eta: 2 days, 17:09:17, time: 0.859, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.4857, loss: 2.4857 2020-06-17 23:29:30,634 - mmaction - INFO - Epoch [8][440/1879] lr: 1.000e-02, eta: 2 days, 16:09:37, time: 0.897, data_time: 0.002, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3428, loss: 2.3428 2020-06-17 23:29:49,006 - mmaction - INFO - Epoch [8][460/1879] lr: 1.000e-02, eta: 2 days, 15:17:49, time: 0.919, data_time: 0.001, memory: 5168, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.3846, loss: 2.3846 2020-06-17 23:30:11,796 - mmaction - INFO - Epoch [8][480/1879] lr: 1.000e-02, eta: 2 days, 14:57:04, time: 1.140, data_time: 0.001, memory: 5168, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8379, loss: 2.8379 2020-06-17 23:30:31,854 - mmaction - INFO - Epoch [8][500/1879] lr: 1.000e-02, eta: 2 days, 14:22:04, time: 1.003, data_time: 0.018, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3775, loss: 2.3775 2020-06-17 23:30:52,283 - mmaction - INFO - Epoch [8][520/1879] lr: 1.000e-02, eta: 2 days, 13:51:50, time: 1.022, data_time: 0.001, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.6113, loss: 2.6113 2020-06-17 23:31:10,877 - mmaction - INFO - Epoch [8][540/1879] lr: 1.000e-02, eta: 2 days, 13:13:53, time: 0.929, data_time: 0.094, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.4810, loss: 2.4810 2020-06-17 23:31:29,084 - mmaction - INFO - Epoch [8][560/1879] lr: 1.000e-02, eta: 2 days, 12:36:31, time: 0.909, data_time: 0.302, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3267, loss: 2.3267 2020-06-17 23:31:49,326 - mmaction - INFO - Epoch [8][580/1879] lr: 1.000e-02, eta: 2 days, 12:12:09, time: 1.013, data_time: 0.062, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5161, loss: 2.5161 2020-06-17 23:32:07,807 - mmaction - INFO - Epoch [8][600/1879] lr: 1.000e-02, eta: 2 days, 11:40:46, time: 0.924, data_time: 0.076, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2327, loss: 2.2327 2020-06-17 23:32:26,938 - mmaction - INFO - Epoch [8][620/1879] lr: 1.000e-02, eta: 2 days, 11:14:24, time: 0.956, data_time: 0.007, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4097, loss: 2.4097 2020-06-17 23:32:46,737 - mmaction - INFO - Epoch [8][640/1879] lr: 1.000e-02, eta: 2 days, 10:52:35, time: 0.989, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3721, loss: 2.3721 2020-06-17 23:33:04,142 - mmaction - INFO - Epoch [8][660/1879] lr: 1.000e-02, eta: 2 days, 10:21:39, time: 0.870, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2013, loss: 2.2013 2020-06-17 23:33:20,303 - mmaction - INFO - Epoch [8][680/1879] lr: 1.000e-02, eta: 2 days, 9:47:14, time: 0.808, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.3450, loss: 2.3450 2020-06-17 23:33:40,472 - mmaction - INFO - Epoch [8][700/1879] lr: 1.000e-02, eta: 2 days, 9:31:23, time: 1.009, data_time: 0.182, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.2989, loss: 2.2989 2020-06-17 23:33:58,236 - mmaction - INFO - Epoch [8][720/1879] lr: 1.000e-02, eta: 2 days, 9:06:46, time: 0.889, data_time: 0.001, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.5541, loss: 2.5541 2020-06-17 23:34:17,228 - mmaction - INFO - Epoch [8][740/1879] lr: 1.000e-02, eta: 2 days, 8:48:11, time: 0.949, data_time: 0.000, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6687, loss_cls: 2.6223, loss: 2.6223 2020-06-17 23:34:36,737 - mmaction - INFO - Epoch [8][760/1879] lr: 1.000e-02, eta: 2 days, 8:32:25, time: 0.974, data_time: 0.459, memory: 5168, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.5826, loss: 2.5826 2020-06-17 23:34:50,645 - mmaction - INFO - Epoch [8][780/1879] lr: 1.000e-02, eta: 2 days, 7:56:54, time: 0.697, data_time: 0.002, memory: 5168, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.5834, loss: 2.5834 2020-06-17 23:35:09,135 - mmaction - INFO - Epoch [8][800/1879] lr: 1.000e-02, eta: 2 days, 7:39:32, time: 0.923, data_time: 0.000, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4417, loss: 2.4417 2020-06-17 23:35:30,815 - mmaction - INFO - Epoch [8][820/1879] lr: 1.000e-02, eta: 2 days, 7:34:18, time: 1.083, data_time: 0.224, memory: 5168, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5306, loss: 2.5306 2020-06-17 23:35:48,531 - mmaction - INFO - Epoch [8][840/1879] lr: 1.000e-02, eta: 2 days, 7:15:45, time: 0.887, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.1074, loss: 2.1074 2020-06-17 23:36:03,292 - mmaction - INFO - Epoch [8][860/1879] lr: 1.000e-02, eta: 2 days, 6:47:56, time: 0.737, data_time: 0.313, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3205, loss: 2.3205 2020-06-17 23:36:17,027 - mmaction - INFO - Epoch [8][880/1879] lr: 1.000e-02, eta: 2 days, 6:18:01, time: 0.686, data_time: 0.266, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6562, loss_cls: 2.5010, loss: 2.5010 2020-06-17 23:36:28,830 - mmaction - INFO - Epoch [8][900/1879] lr: 1.000e-02, eta: 2 days, 5:43:24, time: 0.592, data_time: 0.179, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.3402, loss: 2.3402 2020-06-17 23:36:49,773 - mmaction - INFO - Epoch [8][920/1879] lr: 1.000e-02, eta: 2 days, 5:38:48, time: 1.045, data_time: 0.048, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4596, loss: 2.4596 2020-06-17 23:37:07,336 - mmaction - INFO - Epoch [8][940/1879] lr: 1.000e-02, eta: 2 days, 5:24:10, time: 0.880, data_time: 0.027, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2668, loss: 2.2668 2020-06-17 23:37:31,718 - mmaction - INFO - Epoch [8][960/1879] lr: 1.000e-02, eta: 2 days, 5:30:38, time: 1.219, data_time: 0.155, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2809, loss: 2.2809 2020-06-17 23:37:46,880 - mmaction - INFO - Epoch [8][980/1879] lr: 1.000e-02, eta: 2 days, 5:09:27, time: 0.756, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.3703, loss: 2.3703 2020-06-17 23:38:08,513 - mmaction - INFO - Epoch [8][1000/1879] lr: 1.000e-02, eta: 2 days, 5:08:00, time: 1.083, data_time: 0.002, memory: 5168, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.6471, loss: 2.6471 2020-06-17 23:38:28,726 - mmaction - INFO - Epoch [8][1020/1879] lr: 1.000e-02, eta: 2 days, 5:02:32, time: 1.011, data_time: 0.170, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3829, loss: 2.3829 2020-06-17 23:38:50,610 - mmaction - INFO - Epoch [8][1040/1879] lr: 1.000e-02, eta: 2 days, 5:01:50, time: 1.093, data_time: 0.064, memory: 5168, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.5598, loss: 2.5598 2020-06-17 23:39:10,334 - mmaction - INFO - Epoch [8][1060/1879] lr: 1.000e-02, eta: 2 days, 4:55:22, time: 0.987, data_time: 0.078, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.3851, loss: 2.3851 2020-06-17 23:39:29,829 - mmaction - INFO - Epoch [8][1080/1879] lr: 1.000e-02, eta: 2 days, 4:48:27, time: 0.975, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3472, loss: 2.3472 2020-06-17 23:39:46,448 - mmaction - INFO - Epoch [8][1100/1879] lr: 1.000e-02, eta: 2 days, 4:34:12, time: 0.831, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9789, loss: 1.9789 2020-06-17 23:39:59,864 - mmaction - INFO - Epoch [8][1120/1879] lr: 1.000e-02, eta: 2 days, 4:12:11, time: 0.671, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.1843, loss: 2.1843 2020-06-17 23:40:18,438 - mmaction - INFO - Epoch [8][1140/1879] lr: 1.000e-02, eta: 2 days, 4:03:57, time: 0.927, data_time: 0.001, memory: 5168, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.5838, loss: 2.5838 2020-06-17 23:40:36,697 - mmaction - INFO - Epoch [8][1160/1879] lr: 1.000e-02, eta: 2 days, 3:55:11, time: 0.911, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2580, loss: 2.2580 2020-06-17 23:41:00,353 - mmaction - INFO - Epoch [8][1180/1879] lr: 1.000e-02, eta: 2 days, 4:00:09, time: 1.185, data_time: 0.031, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3439, loss: 2.3439 2020-06-17 23:41:17,832 - mmaction - INFO - Epoch [8][1200/1879] lr: 1.000e-02, eta: 2 days, 3:49:58, time: 0.875, data_time: 0.002, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.5266, loss: 2.5266 2020-06-17 23:42:17,185 - mmaction - INFO - Epoch [8][1220/1879] lr: 1.000e-02, eta: 2 days, 5:19:16, time: 2.966, data_time: 0.000, memory: 5168, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5771, loss: 2.5771 2020-06-17 23:42:37,630 - mmaction - INFO - Epoch [8][1240/1879] lr: 1.000e-02, eta: 2 days, 5:15:03, time: 1.024, data_time: 0.004, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7188, loss_cls: 2.1348, loss: 2.1348 2020-06-17 23:43:06,597 - mmaction - INFO - Epoch [8][1260/1879] lr: 1.000e-02, eta: 2 days, 5:30:24, time: 1.447, data_time: 0.007, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4839, loss: 2.4839 2020-06-17 23:43:26,433 - mmaction - INFO - Epoch [8][1280/1879] lr: 1.000e-02, eta: 2 days, 5:24:43, time: 0.992, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.2760, loss: 2.2760 2020-06-17 23:43:47,265 - mmaction - INFO - Epoch [8][1300/1879] lr: 1.000e-02, eta: 2 days, 5:21:22, time: 1.041, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2930, loss: 2.2930 2020-06-17 23:44:09,577 - mmaction - INFO - Epoch [8][1320/1879] lr: 1.000e-02, eta: 2 days, 5:21:21, time: 1.116, data_time: 0.235, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3761, loss: 2.3761 2020-06-17 23:44:30,399 - mmaction - INFO - Epoch [8][1340/1879] lr: 1.000e-02, eta: 2 days, 5:18:07, time: 1.041, data_time: 0.007, memory: 5168, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.5149, loss: 2.5149 2020-06-17 23:44:51,611 - mmaction - INFO - Epoch [8][1360/1879] lr: 1.000e-02, eta: 2 days, 5:15:48, time: 1.061, data_time: 0.011, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3289, loss: 2.3289 2020-06-17 23:45:14,419 - mmaction - INFO - Epoch [8][1380/1879] lr: 1.000e-02, eta: 2 days, 5:16:52, time: 1.140, data_time: 0.001, memory: 5168, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.5908, loss: 2.5908 2020-06-17 23:45:35,797 - mmaction - INFO - Epoch [8][1400/1879] lr: 1.000e-02, eta: 2 days, 5:14:58, time: 1.069, data_time: 0.197, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.3846, loss: 2.3846 2020-06-17 23:45:51,526 - mmaction - INFO - Epoch [8][1420/1879] lr: 1.000e-02, eta: 2 days, 5:01:32, time: 0.785, data_time: 0.000, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.3289, loss: 2.3289 2020-06-17 23:46:07,814 - mmaction - INFO - Epoch [8][1440/1879] lr: 1.000e-02, eta: 2 days, 4:49:39, time: 0.814, data_time: 0.002, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2611, loss: 2.2611 2020-06-17 23:46:30,938 - mmaction - INFO - Epoch [8][1460/1879] lr: 1.000e-02, eta: 2 days, 4:51:39, time: 1.157, data_time: 0.231, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5570, loss: 2.5570 2020-06-17 23:46:55,834 - mmaction - INFO - Epoch [8][1480/1879] lr: 1.000e-02, eta: 2 days, 4:57:00, time: 1.245, data_time: 0.167, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4608, loss: 2.4608 2020-06-17 23:47:19,566 - mmaction - INFO - Epoch [8][1500/1879] lr: 1.000e-02, eta: 2 days, 4:59:55, time: 1.186, data_time: 0.237, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.4509, loss: 2.4509 2020-06-17 23:47:42,345 - mmaction - INFO - Epoch [8][1520/1879] lr: 1.000e-02, eta: 2 days, 5:01:03, time: 1.140, data_time: 0.002, memory: 5168, top1_acc: 0.4062, top5_acc: 0.7188, loss_cls: 2.5122, loss: 2.5122 2020-06-17 23:47:57,815 - mmaction - INFO - Epoch [8][1540/1879] lr: 1.000e-02, eta: 2 days, 4:48:22, time: 0.774, data_time: 0.056, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5349, loss: 2.5349 2020-06-17 23:48:13,748 - mmaction - INFO - Epoch [8][1560/1879] lr: 1.000e-02, eta: 2 days, 4:36:50, time: 0.795, data_time: 0.183, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5517, loss: 2.5517 2020-06-17 23:48:33,095 - mmaction - INFO - Epoch [8][1580/1879] lr: 1.000e-02, eta: 2 days, 4:31:53, time: 0.969, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.1515, loss: 2.1515 2020-06-17 23:48:54,806 - mmaction - INFO - Epoch [8][1600/1879] lr: 1.000e-02, eta: 2 days, 4:31:15, time: 1.085, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2281, loss: 2.2281 2020-06-17 23:49:18,269 - mmaction - INFO - Epoch [8][1620/1879] lr: 1.000e-02, eta: 2 days, 4:33:47, time: 1.173, data_time: 0.002, memory: 5168, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.6037, loss: 2.6037 2020-06-17 23:49:40,097 - mmaction - INFO - Epoch [8][1640/1879] lr: 1.000e-02, eta: 2 days, 4:33:24, time: 1.092, data_time: 0.146, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3934, loss: 2.3934 2020-06-17 23:49:57,443 - mmaction - INFO - Epoch [8][1660/1879] lr: 1.000e-02, eta: 2 days, 4:25:11, time: 0.867, data_time: 0.286, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.1935, loss: 2.1935 2020-06-17 23:50:12,952 - mmaction - INFO - Epoch [8][1680/1879] lr: 1.000e-02, eta: 2 days, 4:13:58, time: 0.774, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.4609, loss: 2.4609 2020-06-17 23:50:32,548 - mmaction - INFO - Epoch [8][1700/1879] lr: 1.000e-02, eta: 2 days, 4:10:02, time: 0.981, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.1020, loss: 2.1020 2020-06-17 23:50:49,855 - mmaction - INFO - Epoch [8][1720/1879] lr: 1.000e-02, eta: 2 days, 4:02:16, time: 0.864, data_time: 0.000, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.5558, loss: 2.5558 2020-06-17 23:51:09,107 - mmaction - INFO - Epoch [8][1740/1879] lr: 1.000e-02, eta: 2 days, 3:57:56, time: 0.963, data_time: 0.174, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.4889, loss: 2.4889 2020-06-17 23:51:31,829 - mmaction - INFO - Epoch [8][1760/1879] lr: 1.000e-02, eta: 2 days, 3:59:22, time: 1.136, data_time: 0.096, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.1210, loss: 2.1210 2020-06-17 23:51:49,959 - mmaction - INFO - Epoch [8][1780/1879] lr: 1.000e-02, eta: 2 days, 3:53:21, time: 0.907, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2267, loss: 2.2267 2020-06-17 23:52:06,744 - mmaction - INFO - Epoch [8][1800/1879] lr: 1.000e-02, eta: 2 days, 3:45:14, time: 0.838, data_time: 0.000, memory: 5168, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.6289, loss: 2.6289 2020-06-17 23:52:26,948 - mmaction - INFO - Epoch [8][1820/1879] lr: 1.000e-02, eta: 2 days, 3:42:47, time: 1.011, data_time: 0.127, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3731, loss: 2.3731 2020-06-17 23:52:42,166 - mmaction - INFO - Epoch [8][1840/1879] lr: 1.000e-02, eta: 2 days, 3:32:33, time: 0.761, data_time: 0.077, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3785, loss: 2.3785 2020-06-17 23:53:03,113 - mmaction - INFO - Epoch [8][1860/1879] lr: 1.000e-02, eta: 2 days, 3:31:20, time: 1.045, data_time: 0.024, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.3708, loss: 2.3708 2020-06-17 23:53:26,029 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-06-17 23:56:35,326 - mmaction - INFO - Epoch [9][20/1879] lr: 1.000e-02, eta: 2 days, 7:13:06, time: 9.425, data_time: 6.882, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9698, loss: 1.9698 2020-06-17 23:57:10,454 - mmaction - INFO - Epoch [9][40/1879] lr: 1.000e-02, eta: 2 days, 7:30:56, time: 1.757, data_time: 0.004, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4041, loss: 2.4041 2020-06-17 23:57:47,244 - mmaction - INFO - Epoch [9][60/1879] lr: 1.000e-02, eta: 2 days, 7:50:49, time: 1.839, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.1243, loss: 2.1243 2020-06-17 23:58:20,156 - mmaction - INFO - Epoch [9][80/1879] lr: 1.000e-02, eta: 2 days, 8:04:35, time: 1.645, data_time: 0.595, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.5234, loss: 2.5234 2020-06-17 23:58:50,541 - mmaction - INFO - Epoch [9][100/1879] lr: 1.000e-02, eta: 2 days, 8:14:27, time: 1.521, data_time: 0.349, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.1751, loss: 2.1751 2020-06-17 23:59:09,396 - mmaction - INFO - Epoch [9][120/1879] lr: 1.000e-02, eta: 2 days, 8:07:27, time: 0.943, data_time: 0.127, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1320, loss: 2.1320 2020-06-17 23:59:33,273 - mmaction - INFO - Epoch [9][140/1879] lr: 1.000e-02, eta: 2 days, 8:07:46, time: 1.194, data_time: 0.235, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.4465, loss: 2.4465 2020-06-17 23:59:53,254 - mmaction - INFO - Epoch [9][160/1879] lr: 1.000e-02, eta: 2 days, 8:02:33, time: 0.999, data_time: 0.000, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3716, loss: 2.3716 2020-06-18 00:00:19,053 - mmaction - INFO - Epoch [9][180/1879] lr: 1.000e-02, eta: 2 days, 8:05:26, time: 1.286, data_time: 0.288, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3827, loss: 2.3827 2020-06-18 00:00:44,473 - mmaction - INFO - Epoch [9][200/1879] lr: 1.000e-02, eta: 2 days, 8:07:58, time: 1.274, data_time: 0.008, memory: 5168, top1_acc: 0.4188, top5_acc: 0.7312, loss_cls: 2.3051, loss: 2.3051 2020-06-18 00:01:12,723 - mmaction - INFO - Epoch [9][220/1879] lr: 1.000e-02, eta: 2 days, 8:14:11, time: 1.411, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5139, loss: 2.5139 2020-06-18 00:01:26,486 - mmaction - INFO - Epoch [9][240/1879] lr: 1.000e-02, eta: 2 days, 8:00:41, time: 0.690, data_time: 0.005, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3742, loss: 2.3742 2020-06-18 00:01:46,434 - mmaction - INFO - Epoch [9][260/1879] lr: 1.000e-02, eta: 2 days, 7:55:42, time: 0.997, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3108, loss: 2.3108 2020-06-18 00:02:05,644 - mmaction - INFO - Epoch [9][280/1879] lr: 1.000e-02, eta: 2 days, 7:49:48, time: 0.959, data_time: 0.051, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.3153, loss: 2.3153 2020-06-18 00:02:25,924 - mmaction - INFO - Epoch [9][300/1879] lr: 1.000e-02, eta: 2 days, 7:45:28, time: 1.015, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.5614, loss: 2.5614 2020-06-18 00:02:44,864 - mmaction - INFO - Epoch [9][320/1879] lr: 1.000e-02, eta: 2 days, 7:39:25, time: 0.947, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3386, loss: 2.3386 2020-06-18 00:03:02,352 - mmaction - INFO - Epoch [9][340/1879] lr: 1.000e-02, eta: 2 days, 7:31:35, time: 0.874, data_time: 0.009, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.5236, loss: 2.5236 2020-06-18 00:03:14,899 - mmaction - INFO - Epoch [9][360/1879] lr: 1.000e-02, eta: 2 days, 7:17:32, time: 0.627, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.2877, loss: 2.2877 2020-06-18 00:03:34,715 - mmaction - INFO - Epoch [9][380/1879] lr: 1.000e-02, eta: 2 days, 7:13:02, time: 0.992, data_time: 0.123, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1392, loss: 2.1392 2020-06-18 00:03:51,134 - mmaction - INFO - Epoch [9][400/1879] lr: 1.000e-02, eta: 2 days, 7:04:17, time: 0.821, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.2731, loss: 2.2731 2020-06-18 00:04:12,613 - mmaction - INFO - Epoch [9][420/1879] lr: 1.000e-02, eta: 2 days, 7:02:00, time: 1.073, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1731, loss: 2.1731 2020-06-18 00:04:31,006 - mmaction - INFO - Epoch [9][440/1879] lr: 1.000e-02, eta: 2 days, 6:55:57, time: 0.920, data_time: 0.001, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5135, loss: 2.5135 2020-06-18 00:04:55,470 - mmaction - INFO - Epoch [9][460/1879] lr: 1.000e-02, eta: 2 days, 6:57:26, time: 1.223, data_time: 0.382, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3994, loss: 2.3994 2020-06-18 00:05:14,107 - mmaction - INFO - Epoch [9][480/1879] lr: 1.000e-02, eta: 2 days, 6:51:48, time: 0.932, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1327, loss: 2.1327 2020-06-18 00:05:39,496 - mmaction - INFO - Epoch [9][500/1879] lr: 1.000e-02, eta: 2 days, 6:54:24, time: 1.270, data_time: 0.307, memory: 5168, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3202, loss: 2.3202 2020-06-18 00:05:57,159 - mmaction - INFO - Epoch [9][520/1879] lr: 1.000e-02, eta: 2 days, 6:47:41, time: 0.882, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2007, loss: 2.2007 2020-06-18 00:06:13,206 - mmaction - INFO - Epoch [9][540/1879] lr: 1.000e-02, eta: 2 days, 6:39:12, time: 0.804, data_time: 0.028, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4537, loss: 2.4537 2020-06-18 00:06:30,886 - mmaction - INFO - Epoch [9][560/1879] lr: 1.000e-02, eta: 2 days, 6:32:44, time: 0.883, data_time: 0.081, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.4156, loss: 2.4156 2020-06-18 00:06:47,881 - mmaction - INFO - Epoch [9][580/1879] lr: 1.000e-02, eta: 2 days, 6:25:36, time: 0.851, data_time: 0.098, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.2760, loss: 2.2760 2020-06-18 00:07:05,047 - mmaction - INFO - Epoch [9][600/1879] lr: 1.000e-02, eta: 2 days, 6:18:43, time: 0.857, data_time: 0.100, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2423, loss: 2.2423 2020-06-18 00:07:22,931 - mmaction - INFO - Epoch [9][620/1879] lr: 1.000e-02, eta: 2 days, 6:12:50, time: 0.895, data_time: 0.009, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.4398, loss: 2.4398 2020-06-18 00:07:41,984 - mmaction - INFO - Epoch [9][640/1879] lr: 1.000e-02, eta: 2 days, 6:08:22, time: 0.954, data_time: 0.048, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2862, loss: 2.2862 2020-06-18 00:08:00,984 - mmaction - INFO - Epoch [9][660/1879] lr: 1.000e-02, eta: 2 days, 6:03:53, time: 0.950, data_time: 0.002, memory: 5168, top1_acc: 0.4062, top5_acc: 0.6000, loss_cls: 2.8612, loss: 2.8612 2020-06-18 00:08:20,676 - mmaction - INFO - Epoch [9][680/1879] lr: 1.000e-02, eta: 2 days, 6:00:13, time: 0.984, data_time: 0.170, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.5808, loss: 2.5808 2020-06-18 00:08:36,227 - mmaction - INFO - Epoch [9][700/1879] lr: 1.000e-02, eta: 2 days, 5:52:02, time: 0.779, data_time: 0.002, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4868, loss: 2.4868 2020-06-18 00:08:53,623 - mmaction - INFO - Epoch [9][720/1879] lr: 1.000e-02, eta: 2 days, 5:46:00, time: 0.870, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.6937, loss_cls: 2.3182, loss: 2.3182 2020-06-18 00:09:11,958 - mmaction - INFO - Epoch [9][740/1879] lr: 1.000e-02, eta: 2 days, 5:41:04, time: 0.916, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2045, loss: 2.2045 2020-06-18 00:09:33,652 - mmaction - INFO - Epoch [9][760/1879] lr: 1.000e-02, eta: 2 days, 5:39:51, time: 1.084, data_time: 0.011, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3142, loss: 2.3142 2020-06-18 00:09:48,621 - mmaction - INFO - Epoch [9][780/1879] lr: 1.000e-02, eta: 2 days, 5:31:24, time: 0.749, data_time: 0.037, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.1585, loss: 2.1585 2020-06-18 00:10:08,974 - mmaction - INFO - Epoch [9][800/1879] lr: 1.000e-02, eta: 2 days, 5:28:52, time: 1.019, data_time: 0.002, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.3056, loss: 2.3056 2020-06-18 00:10:32,757 - mmaction - INFO - Epoch [9][820/1879] lr: 1.000e-02, eta: 2 days, 5:29:59, time: 1.189, data_time: 0.089, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7188, loss_cls: 2.2545, loss: 2.2545 2020-06-18 00:10:50,289 - mmaction - INFO - Epoch [9][840/1879] lr: 1.000e-02, eta: 2 days, 5:24:29, time: 0.876, data_time: 0.273, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.4920, loss: 2.4920 2020-06-18 00:11:07,041 - mmaction - INFO - Epoch [9][860/1879] lr: 1.000e-02, eta: 2 days, 5:18:15, time: 0.838, data_time: 0.185, memory: 5168, top1_acc: 0.4813, top5_acc: 0.8000, loss_cls: 2.0832, loss: 2.0832 2020-06-18 00:11:22,006 - mmaction - INFO - Epoch [9][880/1879] lr: 1.000e-02, eta: 2 days, 5:10:13, time: 0.747, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2573, loss: 2.2573 2020-06-18 00:11:36,645 - mmaction - INFO - Epoch [9][900/1879] lr: 1.000e-02, eta: 2 days, 5:02:00, time: 0.733, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3335, loss: 2.3335 2020-06-18 00:11:56,590 - mmaction - INFO - Epoch [9][920/1879] lr: 1.000e-02, eta: 2 days, 4:59:18, time: 0.996, data_time: 0.002, memory: 5168, top1_acc: 0.3937, top5_acc: 0.7000, loss_cls: 2.4618, loss: 2.4618 2020-06-18 00:12:15,337 - mmaction - INFO - Epoch [9][940/1879] lr: 1.000e-02, eta: 2 days, 4:55:28, time: 0.939, data_time: 0.002, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3077, loss: 2.3077 2020-06-18 00:12:35,532 - mmaction - INFO - Epoch [9][960/1879] lr: 1.000e-02, eta: 2 days, 4:53:07, time: 1.010, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.1743, loss: 2.1743 2020-06-18 00:12:55,058 - mmaction - INFO - Epoch [9][980/1879] lr: 1.000e-02, eta: 2 days, 4:50:07, time: 0.976, data_time: 0.109, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4513, loss: 2.4513 2020-06-18 00:13:14,481 - mmaction - INFO - Epoch [9][1000/1879] lr: 1.000e-02, eta: 2 days, 4:47:03, time: 0.971, data_time: 0.036, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0431, loss: 2.0431 2020-06-18 00:13:31,739 - mmaction - INFO - Epoch [9][1020/1879] lr: 1.000e-02, eta: 2 days, 4:41:53, time: 0.863, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2763, loss: 2.2763 2020-06-18 00:13:55,247 - mmaction - INFO - Epoch [9][1040/1879] lr: 1.000e-02, eta: 2 days, 4:42:55, time: 1.175, data_time: 0.290, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0990, loss: 2.0990 2020-06-18 00:14:14,184 - mmaction - INFO - Epoch [9][1060/1879] lr: 1.000e-02, eta: 2 days, 4:39:28, time: 0.946, data_time: 0.030, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2575, loss: 2.2575 2020-06-18 00:14:37,945 - mmaction - INFO - Epoch [9][1080/1879] lr: 1.000e-02, eta: 2 days, 4:40:45, time: 1.189, data_time: 0.019, memory: 5168, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6170, loss: 2.6170 2020-06-18 00:14:58,214 - mmaction - INFO - Epoch [9][1100/1879] lr: 1.000e-02, eta: 2 days, 4:38:39, time: 1.014, data_time: 0.001, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5973, loss: 2.5973 2020-06-18 00:15:17,989 - mmaction - INFO - Epoch [9][1120/1879] lr: 1.000e-02, eta: 2 days, 4:36:05, time: 0.989, data_time: 0.000, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.2901, loss: 2.2901 2020-06-18 00:15:31,935 - mmaction - INFO - Epoch [9][1140/1879] lr: 1.000e-02, eta: 2 days, 4:28:00, time: 0.696, data_time: 0.000, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.5315, loss: 2.5315 2020-06-18 00:15:43,768 - mmaction - INFO - Epoch [9][1160/1879] lr: 1.000e-02, eta: 2 days, 4:18:05, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0405, loss: 2.0405 2020-06-18 00:15:55,377 - mmaction - INFO - Epoch [9][1180/1879] lr: 1.000e-02, eta: 2 days, 4:08:04, time: 0.581, data_time: 0.001, memory: 5168, top1_acc: 0.4000, top5_acc: 0.7125, loss_cls: 2.2958, loss: 2.2958 2020-06-18 00:16:19,022 - mmaction - INFO - Epoch [9][1200/1879] lr: 1.000e-02, eta: 2 days, 4:09:22, time: 1.182, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2922, loss: 2.2922 2020-06-18 00:16:34,679 - mmaction - INFO - Epoch [9][1220/1879] lr: 1.000e-02, eta: 2 days, 4:03:16, time: 0.783, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4888, loss: 2.4888 2020-06-18 00:16:50,194 - mmaction - INFO - Epoch [9][1240/1879] lr: 1.000e-02, eta: 2 days, 3:57:06, time: 0.776, data_time: 0.001, memory: 5168, top1_acc: 0.3875, top5_acc: 0.7375, loss_cls: 2.4374, loss: 2.4374 2020-06-18 00:17:08,874 - mmaction - INFO - Epoch [9][1260/1879] lr: 1.000e-02, eta: 2 days, 3:53:53, time: 0.933, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.1923, loss: 2.1923 2020-06-18 00:17:31,373 - mmaction - INFO - Epoch [9][1280/1879] lr: 1.000e-02, eta: 2 days, 3:54:10, time: 1.124, data_time: 0.011, memory: 5168, top1_acc: 0.3875, top5_acc: 0.7125, loss_cls: 2.5335, loss: 2.5335 2020-06-18 00:17:50,126 - mmaction - INFO - Epoch [9][1300/1879] lr: 1.000e-02, eta: 2 days, 3:51:06, time: 0.939, data_time: 0.036, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 2.1680, loss: 2.1680 2020-06-18 00:18:12,399 - mmaction - INFO - Epoch [9][1320/1879] lr: 1.000e-02, eta: 2 days, 3:51:10, time: 1.112, data_time: 0.068, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0765, loss: 2.0765 2020-06-18 00:18:30,677 - mmaction - INFO - Epoch [9][1340/1879] lr: 1.000e-02, eta: 2 days, 3:47:43, time: 0.915, data_time: 0.003, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4208, loss: 2.4208 2020-06-18 00:18:49,543 - mmaction - INFO - Epoch [9][1360/1879] lr: 1.000e-02, eta: 2 days, 3:44:50, time: 0.944, data_time: 0.144, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7562, loss_cls: 2.3000, loss: 2.3000 2020-06-18 00:19:07,202 - mmaction - INFO - Epoch [9][1380/1879] lr: 1.000e-02, eta: 2 days, 3:40:55, time: 0.884, data_time: 0.149, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2640, loss: 2.2640 2020-06-18 00:19:22,548 - mmaction - INFO - Epoch [9][1400/1879] lr: 1.000e-02, eta: 2 days, 3:35:00, time: 0.766, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0121, loss: 2.0121 2020-06-18 00:19:40,892 - mmaction - INFO - Epoch [9][1420/1879] lr: 1.000e-02, eta: 2 days, 3:31:47, time: 0.918, data_time: 0.003, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3858, loss: 2.3858 2020-06-18 00:19:59,508 - mmaction - INFO - Epoch [9][1440/1879] lr: 1.000e-02, eta: 2 days, 3:28:49, time: 0.931, data_time: 0.171, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5549, loss: 2.5549 2020-06-18 00:20:23,226 - mmaction - INFO - Epoch [9][1460/1879] lr: 1.000e-02, eta: 2 days, 3:30:14, time: 1.185, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2910, loss: 2.2910 2020-06-18 00:20:40,660 - mmaction - INFO - Epoch [9][1480/1879] lr: 1.000e-02, eta: 2 days, 3:26:19, time: 0.873, data_time: 0.127, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4308, loss: 2.4308 2020-06-18 00:20:59,949 - mmaction - INFO - Epoch [9][1500/1879] lr: 1.000e-02, eta: 2 days, 3:24:00, time: 0.965, data_time: 0.218, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5675, loss: 2.5675 2020-06-18 00:21:18,189 - mmaction - INFO - Epoch [9][1520/1879] lr: 1.000e-02, eta: 2 days, 3:20:39, time: 0.902, data_time: 0.109, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6625, loss_cls: 2.5726, loss: 2.5726 2020-06-18 00:21:37,579 - mmaction - INFO - Epoch [9][1540/1879] lr: 1.000e-02, eta: 2 days, 3:18:38, time: 0.980, data_time: 0.012, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1546, loss: 2.1546 2020-06-18 00:21:56,869 - mmaction - INFO - Epoch [9][1560/1879] lr: 1.000e-02, eta: 2 days, 3:16:23, time: 0.964, data_time: 0.151, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3662, loss: 2.3662 2020-06-18 00:22:15,545 - mmaction - INFO - Epoch [9][1580/1879] lr: 1.000e-02, eta: 2 days, 3:13:37, time: 0.932, data_time: 0.102, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.0665, loss: 2.0665 2020-06-18 00:22:37,122 - mmaction - INFO - Epoch [9][1600/1879] lr: 1.000e-02, eta: 2 days, 3:13:20, time: 1.081, data_time: 0.461, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.2300, loss: 2.2300 2020-06-18 00:22:56,446 - mmaction - INFO - Epoch [9][1620/1879] lr: 1.000e-02, eta: 2 days, 3:11:10, time: 0.965, data_time: 0.000, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.3871, loss: 2.3871 2020-06-18 00:23:16,579 - mmaction - INFO - Epoch [9][1640/1879] lr: 1.000e-02, eta: 2 days, 3:09:40, time: 1.006, data_time: 0.226, memory: 5168, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5255, loss: 2.5255 2020-06-18 00:23:31,208 - mmaction - INFO - Epoch [9][1660/1879] lr: 1.000e-02, eta: 2 days, 3:03:47, time: 0.733, data_time: 0.098, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6813, loss_cls: 2.3220, loss: 2.3220 2020-06-18 00:23:54,263 - mmaction - INFO - Epoch [9][1680/1879] lr: 1.000e-02, eta: 2 days, 3:04:40, time: 1.152, data_time: 0.051, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1223, loss: 2.1223 2020-06-18 00:24:18,106 - mmaction - INFO - Epoch [9][1700/1879] lr: 1.000e-02, eta: 2 days, 3:06:12, time: 1.193, data_time: 0.196, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3011, loss: 2.3011 2020-06-18 00:24:33,926 - mmaction - INFO - Epoch [9][1720/1879] lr: 1.000e-02, eta: 2 days, 3:01:20, time: 0.790, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.4111, loss: 2.4111 2020-06-18 00:24:54,852 - mmaction - INFO - Epoch [9][1740/1879] lr: 1.000e-02, eta: 2 days, 3:00:34, time: 1.047, data_time: 0.023, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6687, loss_cls: 2.3924, loss: 2.3924 2020-06-18 00:25:14,197 - mmaction - INFO - Epoch [9][1760/1879] lr: 1.000e-02, eta: 2 days, 2:58:32, time: 0.966, data_time: 0.261, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1597, loss: 2.1597 2020-06-18 00:25:36,022 - mmaction - INFO - Epoch [9][1780/1879] lr: 1.000e-02, eta: 2 days, 2:58:28, time: 1.091, data_time: 0.037, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3681, loss: 2.3681 2020-06-18 00:25:56,162 - mmaction - INFO - Epoch [9][1800/1879] lr: 1.000e-02, eta: 2 days, 2:57:05, time: 1.007, data_time: 0.018, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4038, loss: 2.4038 2020-06-18 00:26:13,754 - mmaction - INFO - Epoch [9][1820/1879] lr: 1.000e-02, eta: 2 days, 2:53:47, time: 0.881, data_time: 0.031, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.5090, loss: 2.5090 2020-06-18 00:26:29,878 - mmaction - INFO - Epoch [9][1840/1879] lr: 1.000e-02, eta: 2 days, 2:49:22, time: 0.806, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.6937, loss_cls: 2.3807, loss: 2.3807 2020-06-18 00:26:52,375 - mmaction - INFO - Epoch [9][1860/1879] lr: 1.000e-02, eta: 2 days, 2:49:50, time: 1.124, data_time: 0.342, memory: 5168, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.6083, loss: 2.6083 2020-06-18 00:27:17,507 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-06-18 00:30:12,450 - mmaction - INFO - Epoch [10][20/1879] lr: 1.000e-02, eta: 2 days, 4:28:58, time: 8.704, data_time: 6.968, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0503, loss: 2.0503 2020-06-18 00:30:34,433 - mmaction - INFO - Epoch [10][40/1879] lr: 1.000e-02, eta: 2 days, 4:28:32, time: 1.101, data_time: 0.751, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3489, loss: 2.3489 2020-06-18 00:30:59,671 - mmaction - INFO - Epoch [10][60/1879] lr: 1.000e-02, eta: 2 days, 4:30:28, time: 1.260, data_time: 0.232, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2929, loss: 2.2929 2020-06-18 00:31:17,557 - mmaction - INFO - Epoch [10][80/1879] lr: 1.000e-02, eta: 2 days, 4:26:59, time: 0.896, data_time: 0.051, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1578, loss: 2.1578 2020-06-18 00:31:35,873 - mmaction - INFO - Epoch [10][100/1879] lr: 1.000e-02, eta: 2 days, 4:23:49, time: 0.915, data_time: 0.011, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2054, loss: 2.2054 2020-06-18 00:31:54,406 - mmaction - INFO - Epoch [10][120/1879] lr: 1.000e-02, eta: 2 days, 4:20:50, time: 0.926, data_time: 0.144, memory: 5168, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.4288, loss: 2.4288 2020-06-18 00:32:15,925 - mmaction - INFO - Epoch [10][140/1879] lr: 1.000e-02, eta: 2 days, 4:20:05, time: 1.077, data_time: 0.003, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0511, loss: 2.0511 2020-06-18 00:32:33,752 - mmaction - INFO - Epoch [10][160/1879] lr: 1.000e-02, eta: 2 days, 4:16:39, time: 0.892, data_time: 0.001, memory: 5168, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.4269, loss: 2.4269 2020-06-18 00:32:54,090 - mmaction - INFO - Epoch [10][180/1879] lr: 1.000e-02, eta: 2 days, 4:15:04, time: 1.017, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2634, loss: 2.2634 2020-06-18 00:33:12,331 - mmaction - INFO - Epoch [10][200/1879] lr: 1.000e-02, eta: 2 days, 4:11:59, time: 0.912, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1316, loss: 2.1316 2020-06-18 00:33:30,808 - mmaction - INFO - Epoch [10][220/1879] lr: 1.000e-02, eta: 2 days, 4:09:04, time: 0.922, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1685, loss: 2.1685 2020-06-18 00:33:45,940 - mmaction - INFO - Epoch [10][240/1879] lr: 1.000e-02, eta: 2 days, 4:03:49, time: 0.757, data_time: 0.002, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.4224, loss: 2.4224 2020-06-18 00:34:06,830 - mmaction - INFO - Epoch [10][260/1879] lr: 1.000e-02, eta: 2 days, 4:02:43, time: 1.046, data_time: 0.045, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1267, loss: 2.1267 2020-06-18 00:34:26,763 - mmaction - INFO - Epoch [10][280/1879] lr: 1.000e-02, eta: 2 days, 4:00:56, time: 0.997, data_time: 0.276, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4812, loss: 2.4812 2020-06-18 00:34:43,092 - mmaction - INFO - Epoch [10][300/1879] lr: 1.000e-02, eta: 2 days, 3:56:38, time: 0.816, data_time: 0.433, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.2445, loss: 2.2445 2020-06-18 00:35:02,504 - mmaction - INFO - Epoch [10][320/1879] lr: 1.000e-02, eta: 2 days, 3:54:30, time: 0.969, data_time: 0.278, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.4651, loss: 2.4651 2020-06-18 00:35:18,872 - mmaction - INFO - Epoch [10][340/1879] lr: 1.000e-02, eta: 2 days, 3:50:19, time: 0.820, data_time: 0.008, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1340, loss: 2.1340 2020-06-18 00:35:39,955 - mmaction - INFO - Epoch [10][360/1879] lr: 1.000e-02, eta: 2 days, 3:49:25, time: 1.054, data_time: 0.201, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0549, loss: 2.0549 2020-06-18 00:36:01,216 - mmaction - INFO - Epoch [10][380/1879] lr: 1.000e-02, eta: 2 days, 3:48:38, time: 1.063, data_time: 0.221, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2530, loss: 2.2530 2020-06-18 00:36:17,064 - mmaction - INFO - Epoch [10][400/1879] lr: 1.000e-02, eta: 2 days, 3:44:09, time: 0.792, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.0871, loss: 2.0871 2020-06-18 00:36:33,931 - mmaction - INFO - Epoch [10][420/1879] lr: 1.000e-02, eta: 2 days, 3:40:24, time: 0.844, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1725, loss: 2.1725 2020-06-18 00:36:49,631 - mmaction - INFO - Epoch [10][440/1879] lr: 1.000e-02, eta: 2 days, 3:35:53, time: 0.783, data_time: 0.000, memory: 5168, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.5321, loss: 2.5321 2020-06-18 00:37:10,704 - mmaction - INFO - Epoch [10][460/1879] lr: 1.000e-02, eta: 2 days, 3:35:03, time: 1.054, data_time: 0.150, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.0520, loss: 2.0520 2020-06-18 00:37:26,657 - mmaction - INFO - Epoch [10][480/1879] lr: 1.000e-02, eta: 2 days, 3:30:47, time: 0.798, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0433, loss: 2.0433 2020-06-18 00:37:47,553 - mmaction - INFO - Epoch [10][500/1879] lr: 1.000e-02, eta: 2 days, 3:29:51, time: 1.044, data_time: 0.094, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3915, loss: 2.3915 2020-06-18 00:38:03,897 - mmaction - INFO - Epoch [10][520/1879] lr: 1.000e-02, eta: 2 days, 3:25:54, time: 0.818, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.3487, loss: 2.3487 2020-06-18 00:38:21,310 - mmaction - INFO - Epoch [10][540/1879] lr: 1.000e-02, eta: 2 days, 3:22:41, time: 0.871, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.9144, loss: 1.9144 2020-06-18 00:38:42,080 - mmaction - INFO - Epoch [10][560/1879] lr: 1.000e-02, eta: 2 days, 3:21:43, time: 1.038, data_time: 0.013, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8945, loss: 1.8945 2020-06-18 00:39:03,263 - mmaction - INFO - Epoch [10][580/1879] lr: 1.000e-02, eta: 2 days, 3:21:01, time: 1.059, data_time: 0.320, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1100, loss: 2.1100 2020-06-18 00:39:26,500 - mmaction - INFO - Epoch [10][600/1879] lr: 1.000e-02, eta: 2 days, 3:21:39, time: 1.162, data_time: 0.096, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2710, loss: 2.2710 2020-06-18 00:39:45,720 - mmaction - INFO - Epoch [10][620/1879] lr: 1.000e-02, eta: 2 days, 3:19:41, time: 0.960, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2753, loss: 2.2753 2020-06-18 00:40:15,561 - mmaction - INFO - Epoch [10][640/1879] lr: 1.000e-02, eta: 2 days, 3:24:34, time: 1.492, data_time: 0.049, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.3954, loss: 2.3954 2020-06-18 00:40:38,116 - mmaction - INFO - Epoch [10][660/1879] lr: 1.000e-02, eta: 2 days, 3:24:45, time: 1.129, data_time: 0.069, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.1949, loss: 2.1949 2020-06-18 00:40:59,623 - mmaction - INFO - Epoch [10][680/1879] lr: 1.000e-02, eta: 2 days, 3:24:15, time: 1.075, data_time: 0.140, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1205, loss: 2.1205 2020-06-18 00:41:25,092 - mmaction - INFO - Epoch [10][700/1879] lr: 1.000e-02, eta: 2 days, 3:26:16, time: 1.274, data_time: 0.868, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.4179, loss: 2.4179 2020-06-18 00:41:43,936 - mmaction - INFO - Epoch [10][720/1879] lr: 1.000e-02, eta: 2 days, 3:24:03, time: 0.941, data_time: 0.050, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4687, loss: 2.4687 2020-06-18 00:42:04,334 - mmaction - INFO - Epoch [10][740/1879] lr: 1.000e-02, eta: 2 days, 3:22:51, time: 1.021, data_time: 0.004, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.3087, loss: 2.3087 2020-06-18 00:42:24,091 - mmaction - INFO - Epoch [10][760/1879] lr: 1.000e-02, eta: 2 days, 3:21:15, time: 0.988, data_time: 0.001, memory: 5168, top1_acc: 0.4188, top5_acc: 0.7375, loss_cls: 2.4059, loss: 2.4059 2020-06-18 00:42:44,860 - mmaction - INFO - Epoch [10][780/1879] lr: 1.000e-02, eta: 2 days, 3:20:18, time: 1.039, data_time: 0.001, memory: 5168, top1_acc: 0.4188, top5_acc: 0.7375, loss_cls: 2.3701, loss: 2.3701 2020-06-18 00:43:03,485 - mmaction - INFO - Epoch [10][800/1879] lr: 1.000e-02, eta: 2 days, 3:18:00, time: 0.930, data_time: 0.035, memory: 5168, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.3120, loss: 2.3120 2020-06-18 00:43:21,070 - mmaction - INFO - Epoch [10][820/1879] lr: 1.000e-02, eta: 2 days, 3:15:05, time: 0.880, data_time: 0.028, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7562, loss_cls: 2.2340, loss: 2.2340 2020-06-18 00:43:44,756 - mmaction - INFO - Epoch [10][840/1879] lr: 1.000e-02, eta: 2 days, 3:15:58, time: 1.185, data_time: 0.008, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2915, loss: 2.2915 2020-06-18 00:44:01,642 - mmaction - INFO - Epoch [10][860/1879] lr: 1.000e-02, eta: 2 days, 3:12:38, time: 0.843, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3570, loss: 2.3570 2020-06-18 00:44:24,504 - mmaction - INFO - Epoch [10][880/1879] lr: 1.000e-02, eta: 2 days, 3:13:01, time: 1.145, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.3047, loss: 2.3047 2020-06-18 00:44:41,848 - mmaction - INFO - Epoch [10][900/1879] lr: 1.000e-02, eta: 2 days, 3:10:02, time: 0.867, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.2674, loss: 2.2674 2020-06-18 00:45:02,392 - mmaction - INFO - Epoch [10][920/1879] lr: 1.000e-02, eta: 2 days, 3:08:58, time: 1.026, data_time: 0.055, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3700, loss: 2.3700 2020-06-18 00:45:21,362 - mmaction - INFO - Epoch [10][940/1879] lr: 1.000e-02, eta: 2 days, 3:07:00, time: 0.950, data_time: 0.114, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2319, loss: 2.2319 2020-06-18 00:45:44,813 - mmaction - INFO - Epoch [10][960/1879] lr: 1.000e-02, eta: 2 days, 3:07:44, time: 1.173, data_time: 0.086, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2510, loss: 2.2510 2020-06-18 00:46:06,807 - mmaction - INFO - Epoch [10][980/1879] lr: 1.000e-02, eta: 2 days, 3:07:35, time: 1.100, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0289, loss: 2.0289 2020-06-18 00:46:26,664 - mmaction - INFO - Epoch [10][1000/1879] lr: 1.000e-02, eta: 2 days, 3:06:09, time: 0.993, data_time: 0.009, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.2734, loss: 2.2734 2020-06-18 00:46:50,614 - mmaction - INFO - Epoch [10][1020/1879] lr: 1.000e-02, eta: 2 days, 3:07:08, time: 1.196, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.3677, loss: 2.3677 2020-06-18 00:47:05,346 - mmaction - INFO - Epoch [10][1040/1879] lr: 1.000e-02, eta: 2 days, 3:02:42, time: 0.738, data_time: 0.002, memory: 5168, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.5018, loss: 2.5018 2020-06-18 00:47:26,940 - mmaction - INFO - Epoch [10][1060/1879] lr: 1.000e-02, eta: 2 days, 3:02:19, time: 1.079, data_time: 0.310, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.9668, loss: 1.9668 2020-06-18 00:47:45,396 - mmaction - INFO - Epoch [10][1080/1879] lr: 1.000e-02, eta: 2 days, 3:00:07, time: 0.924, data_time: 0.003, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4087, loss: 2.4087 2020-06-18 00:48:04,645 - mmaction - INFO - Epoch [10][1100/1879] lr: 1.000e-02, eta: 2 days, 2:58:22, time: 0.962, data_time: 0.144, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1317, loss: 2.1317 2020-06-18 00:48:25,890 - mmaction - INFO - Epoch [10][1120/1879] lr: 1.000e-02, eta: 2 days, 2:57:48, time: 1.063, data_time: 0.060, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.4786, loss: 2.4786 2020-06-18 00:48:44,688 - mmaction - INFO - Epoch [10][1140/1879] lr: 1.000e-02, eta: 2 days, 2:55:49, time: 0.939, data_time: 0.000, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.1258, loss: 2.1258 2020-06-18 00:49:04,248 - mmaction - INFO - Epoch [10][1160/1879] lr: 1.000e-02, eta: 2 days, 2:54:18, time: 0.978, data_time: 0.134, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9951, loss: 1.9951 2020-06-18 00:49:18,246 - mmaction - INFO - Epoch [10][1180/1879] lr: 1.000e-02, eta: 2 days, 2:49:35, time: 0.700, data_time: 0.323, memory: 5168, top1_acc: 0.5000, top5_acc: 0.6875, loss_cls: 2.3837, loss: 2.3837 2020-06-18 00:49:39,025 - mmaction - INFO - Epoch [10][1200/1879] lr: 1.000e-02, eta: 2 days, 2:48:47, time: 1.038, data_time: 0.019, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.3965, loss: 2.3965 2020-06-18 00:50:03,285 - mmaction - INFO - Epoch [10][1220/1879] lr: 1.000e-02, eta: 2 days, 2:49:58, time: 1.214, data_time: 0.044, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1882, loss: 2.1882 2020-06-18 00:50:27,961 - mmaction - INFO - Epoch [10][1240/1879] lr: 1.000e-02, eta: 2 days, 2:51:23, time: 1.234, data_time: 0.024, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7750, loss_cls: 2.1570, loss: 2.1570 2020-06-18 00:50:45,427 - mmaction - INFO - Epoch [10][1260/1879] lr: 1.000e-02, eta: 2 days, 2:48:42, time: 0.873, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.0698, loss: 2.0698 2020-06-18 00:51:04,046 - mmaction - INFO - Epoch [10][1280/1879] lr: 1.000e-02, eta: 2 days, 2:46:41, time: 0.929, data_time: 0.217, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5719, loss: 2.5719 2020-06-18 00:51:23,010 - mmaction - INFO - Epoch [10][1300/1879] lr: 1.000e-02, eta: 2 days, 2:44:54, time: 0.950, data_time: 0.183, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 2.1034, loss: 2.1034 2020-06-18 00:51:46,344 - mmaction - INFO - Epoch [10][1320/1879] lr: 1.000e-02, eta: 2 days, 2:45:31, time: 1.165, data_time: 0.093, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4036, loss: 2.4036 2020-06-18 00:52:05,478 - mmaction - INFO - Epoch [10][1340/1879] lr: 1.000e-02, eta: 2 days, 2:43:50, time: 0.957, data_time: 0.002, memory: 5168, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5423, loss: 2.5423 2020-06-18 00:52:22,989 - mmaction - INFO - Epoch [10][1360/1879] lr: 1.000e-02, eta: 2 days, 2:41:15, time: 0.876, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.1757, loss: 2.1757 2020-06-18 00:52:40,198 - mmaction - INFO - Epoch [10][1380/1879] lr: 1.000e-02, eta: 2 days, 2:38:33, time: 0.862, data_time: 0.002, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2637, loss: 2.2637 2020-06-18 00:53:01,094 - mmaction - INFO - Epoch [10][1400/1879] lr: 1.000e-02, eta: 2 days, 2:37:51, time: 1.045, data_time: 0.000, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.2109, loss: 2.2109 2020-06-18 00:53:22,401 - mmaction - INFO - Epoch [10][1420/1879] lr: 1.000e-02, eta: 2 days, 2:37:23, time: 1.064, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.1977, loss: 2.1977 2020-06-18 00:53:47,435 - mmaction - INFO - Epoch [10][1440/1879] lr: 1.000e-02, eta: 2 days, 2:38:56, time: 1.251, data_time: 0.044, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.4087, loss: 2.4087 2020-06-18 00:54:09,090 - mmaction - INFO - Epoch [10][1460/1879] lr: 1.000e-02, eta: 2 days, 2:38:40, time: 1.084, data_time: 0.003, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3017, loss: 2.3017 2020-06-18 00:54:21,688 - mmaction - INFO - Epoch [10][1480/1879] lr: 1.000e-02, eta: 2 days, 2:33:31, time: 0.630, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4341, loss: 2.4341 2020-06-18 00:54:32,353 - mmaction - INFO - Epoch [10][1500/1879] lr: 1.000e-02, eta: 2 days, 2:27:19, time: 0.531, data_time: 0.004, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.2085, loss: 2.2085 2020-06-18 00:54:46,134 - mmaction - INFO - Epoch [10][1520/1879] lr: 1.000e-02, eta: 2 days, 2:22:53, time: 0.691, data_time: 0.036, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3972, loss: 2.3972 2020-06-18 00:55:09,846 - mmaction - INFO - Epoch [10][1540/1879] lr: 1.000e-02, eta: 2 days, 2:23:46, time: 1.186, data_time: 0.221, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1505, loss: 2.1505 2020-06-18 00:55:32,668 - mmaction - INFO - Epoch [10][1560/1879] lr: 1.000e-02, eta: 2 days, 2:24:09, time: 1.141, data_time: 0.024, memory: 5168, top1_acc: 0.4062, top5_acc: 0.7375, loss_cls: 2.2988, loss: 2.2988 2020-06-18 00:55:46,968 - mmaction - INFO - Epoch [10][1580/1879] lr: 1.000e-02, eta: 2 days, 2:20:01, time: 0.715, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2589, loss: 2.2589 2020-06-18 00:56:04,486 - mmaction - INFO - Epoch [10][1600/1879] lr: 1.000e-02, eta: 2 days, 2:17:37, time: 0.875, data_time: 0.003, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.3398, loss: 2.3398 2020-06-18 00:56:27,033 - mmaction - INFO - Epoch [10][1620/1879] lr: 1.000e-02, eta: 2 days, 2:17:53, time: 1.127, data_time: 0.490, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2760, loss: 2.2760 2020-06-18 00:56:45,940 - mmaction - INFO - Epoch [10][1640/1879] lr: 1.000e-02, eta: 2 days, 2:16:15, time: 0.947, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6687, loss_cls: 2.4205, loss: 2.4205 2020-06-18 00:57:03,225 - mmaction - INFO - Epoch [10][1660/1879] lr: 1.000e-02, eta: 2 days, 2:13:45, time: 0.863, data_time: 0.042, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3557, loss: 2.3557 2020-06-18 00:57:24,467 - mmaction - INFO - Epoch [10][1680/1879] lr: 1.000e-02, eta: 2 days, 2:13:21, time: 1.064, data_time: 0.242, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7688, loss_cls: 2.2318, loss: 2.2318 2020-06-18 00:57:44,371 - mmaction - INFO - Epoch [10][1700/1879] lr: 1.000e-02, eta: 2 days, 2:12:13, time: 0.994, data_time: 0.001, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.4884, loss: 2.4884 2020-06-18 00:58:00,460 - mmaction - INFO - Epoch [10][1720/1879] lr: 1.000e-02, eta: 2 days, 2:09:10, time: 0.806, data_time: 0.046, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2641, loss: 2.2641 2020-06-18 00:58:18,653 - mmaction - INFO - Epoch [10][1740/1879] lr: 1.000e-02, eta: 2 days, 2:07:12, time: 0.909, data_time: 0.026, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1974, loss: 2.1974 2020-06-18 00:58:39,586 - mmaction - INFO - Epoch [10][1760/1879] lr: 1.000e-02, eta: 2 days, 2:06:36, time: 1.043, data_time: 0.042, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2550, loss: 2.2550 2020-06-18 00:58:57,497 - mmaction - INFO - Epoch [10][1780/1879] lr: 1.000e-02, eta: 2 days, 2:04:33, time: 0.899, data_time: 0.087, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2253, loss: 2.2253 2020-06-18 00:59:16,981 - mmaction - INFO - Epoch [10][1800/1879] lr: 1.000e-02, eta: 2 days, 2:03:16, time: 0.973, data_time: 0.015, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7438, loss_cls: 2.2534, loss: 2.2534 2020-06-18 00:59:34,777 - mmaction - INFO - Epoch [10][1820/1879] lr: 1.000e-02, eta: 2 days, 2:01:08, time: 0.890, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 1.9474, loss: 1.9474 2020-06-18 00:59:54,477 - mmaction - INFO - Epoch [10][1840/1879] lr: 1.000e-02, eta: 2 days, 2:00:00, time: 0.986, data_time: 0.002, memory: 5168, top1_acc: 0.3688, top5_acc: 0.6813, loss_cls: 2.5498, loss: 2.5498 2020-06-18 01:00:16,949 - mmaction - INFO - Epoch [10][1860/1879] lr: 1.000e-02, eta: 2 days, 2:00:12, time: 1.119, data_time: 0.000, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3912, loss: 2.3912 2020-06-18 01:00:52,743 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-06-18 01:03:45,049 - mmaction - INFO - Epoch [11][20/1879] lr: 1.000e-02, eta: 2 days, 3:04:16, time: 8.576, data_time: 6.522, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.4163, loss: 2.4163 2020-06-18 01:04:15,257 - mmaction - INFO - Epoch [11][40/1879] lr: 1.000e-02, eta: 2 days, 3:08:05, time: 1.509, data_time: 0.029, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3398, loss: 2.3398 2020-06-18 01:04:45,837 - mmaction - INFO - Epoch [11][60/1879] lr: 1.000e-02, eta: 2 days, 3:12:06, time: 1.531, data_time: 0.002, memory: 5168, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.3879, loss: 2.3879 2020-06-18 01:05:17,737 - mmaction - INFO - Epoch [11][80/1879] lr: 1.000e-02, eta: 2 days, 3:16:42, time: 1.594, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3825, loss: 2.3825 2020-06-18 01:05:45,331 - mmaction - INFO - Epoch [11][100/1879] lr: 1.000e-02, eta: 2 days, 3:19:10, time: 1.381, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0927, loss: 2.0927 2020-06-18 01:06:13,863 - mmaction - INFO - Epoch [11][120/1879] lr: 1.000e-02, eta: 2 days, 3:22:03, time: 1.426, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.1905, loss: 2.1905 2020-06-18 01:06:38,874 - mmaction - INFO - Epoch [11][140/1879] lr: 1.000e-02, eta: 2 days, 3:23:13, time: 1.251, data_time: 0.003, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3399, loss: 2.3399 2020-06-18 01:07:01,217 - mmaction - INFO - Epoch [11][160/1879] lr: 1.000e-02, eta: 2 days, 3:23:04, time: 1.117, data_time: 0.057, memory: 5168, top1_acc: 0.4125, top5_acc: 0.7250, loss_cls: 2.4857, loss: 2.4857 2020-06-18 01:07:29,902 - mmaction - INFO - Epoch [11][180/1879] lr: 1.000e-02, eta: 2 days, 3:25:59, time: 1.434, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1960, loss: 2.1960 2020-06-18 01:07:57,824 - mmaction - INFO - Epoch [11][200/1879] lr: 1.000e-02, eta: 2 days, 3:28:31, time: 1.396, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1534, loss: 2.1534 2020-06-18 01:08:26,578 - mmaction - INFO - Epoch [11][220/1879] lr: 1.000e-02, eta: 2 days, 3:31:25, time: 1.437, data_time: 0.117, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3133, loss: 2.3133 2020-06-18 01:08:48,569 - mmaction - INFO - Epoch [11][240/1879] lr: 1.000e-02, eta: 2 days, 3:31:04, time: 1.101, data_time: 0.099, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2253, loss: 2.2253 2020-06-18 01:09:02,736 - mmaction - INFO - Epoch [11][260/1879] lr: 1.000e-02, eta: 2 days, 3:26:59, time: 0.709, data_time: 0.075, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1795, loss: 2.1795 2020-06-18 01:09:23,643 - mmaction - INFO - Epoch [11][280/1879] lr: 1.000e-02, eta: 2 days, 3:26:08, time: 1.045, data_time: 0.324, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1853, loss: 2.1853 2020-06-18 01:09:43,450 - mmaction - INFO - Epoch [11][300/1879] lr: 1.000e-02, eta: 2 days, 3:24:45, time: 0.990, data_time: 0.167, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.7526, loss: 1.7526 2020-06-18 01:10:05,630 - mmaction - INFO - Epoch [11][320/1879] lr: 1.000e-02, eta: 2 days, 3:24:30, time: 1.108, data_time: 0.020, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2013, loss: 2.2013 2020-06-18 01:10:21,309 - mmaction - INFO - Epoch [11][340/1879] lr: 1.000e-02, eta: 2 days, 3:21:12, time: 0.784, data_time: 0.004, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2401, loss: 2.2401 2020-06-18 01:10:38,722 - mmaction - INFO - Epoch [11][360/1879] lr: 1.000e-02, eta: 2 days, 3:18:44, time: 0.872, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.2118, loss: 2.2118 2020-06-18 01:11:00,839 - mmaction - INFO - Epoch [11][380/1879] lr: 1.000e-02, eta: 2 days, 3:18:28, time: 1.106, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3849, loss: 2.3849 2020-06-18 01:11:15,773 - mmaction - INFO - Epoch [11][400/1879] lr: 1.000e-02, eta: 2 days, 3:14:52, time: 0.747, data_time: 0.367, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3813, loss: 2.3813 2020-06-18 01:11:32,047 - mmaction - INFO - Epoch [11][420/1879] lr: 1.000e-02, eta: 2 days, 3:11:54, time: 0.814, data_time: 0.074, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2616, loss: 2.2616 2020-06-18 01:11:55,686 - mmaction - INFO - Epoch [11][440/1879] lr: 1.000e-02, eta: 2 days, 3:12:22, time: 1.182, data_time: 0.000, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0791, loss: 2.0791 2020-06-18 01:12:21,572 - mmaction - INFO - Epoch [11][460/1879] lr: 1.000e-02, eta: 2 days, 3:13:51, time: 1.294, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1626, loss: 2.1626 2020-06-18 01:12:43,903 - mmaction - INFO - Epoch [11][480/1879] lr: 1.000e-02, eta: 2 days, 3:13:42, time: 1.116, data_time: 0.298, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3757, loss: 2.3757 2020-06-18 01:13:06,302 - mmaction - INFO - Epoch [11][500/1879] lr: 1.000e-02, eta: 2 days, 3:13:34, time: 1.119, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2416, loss: 2.2416 2020-06-18 01:13:26,679 - mmaction - INFO - Epoch [11][520/1879] lr: 1.000e-02, eta: 2 days, 3:12:31, time: 1.018, data_time: 0.250, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1828, loss: 2.1828 2020-06-18 01:13:51,769 - mmaction - INFO - Epoch [11][540/1879] lr: 1.000e-02, eta: 2 days, 3:13:38, time: 1.256, data_time: 0.155, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3807, loss: 2.3807 2020-06-18 01:14:15,731 - mmaction - INFO - Epoch [11][560/1879] lr: 1.000e-02, eta: 2 days, 3:14:12, time: 1.197, data_time: 0.091, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0657, loss: 2.0657 2020-06-18 01:14:32,699 - mmaction - INFO - Epoch [11][580/1879] lr: 1.000e-02, eta: 2 days, 3:11:37, time: 0.850, data_time: 0.020, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.3458, loss: 2.3458 2020-06-18 01:14:56,770 - mmaction - INFO - Epoch [11][600/1879] lr: 1.000e-02, eta: 2 days, 3:12:15, time: 1.204, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0523, loss: 2.0523 2020-06-18 01:15:14,493 - mmaction - INFO - Epoch [11][620/1879] lr: 1.000e-02, eta: 2 days, 3:10:00, time: 0.884, data_time: 0.048, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2873, loss: 2.2873 2020-06-18 01:15:31,153 - mmaction - INFO - Epoch [11][640/1879] lr: 1.000e-02, eta: 2 days, 3:07:20, time: 0.835, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3486, loss: 2.3486 2020-06-18 01:15:45,185 - mmaction - INFO - Epoch [11][660/1879] lr: 1.000e-02, eta: 2 days, 3:03:28, time: 0.700, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3839, loss: 2.3839 2020-06-18 01:16:07,187 - mmaction - INFO - Epoch [11][680/1879] lr: 1.000e-02, eta: 2 days, 3:03:11, time: 1.101, data_time: 0.259, memory: 5168, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.2902, loss: 2.2902 2020-06-18 01:16:25,701 - mmaction - INFO - Epoch [11][700/1879] lr: 1.000e-02, eta: 2 days, 3:01:22, time: 0.926, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.4499, loss: 2.4499 2020-06-18 01:16:46,883 - mmaction - INFO - Epoch [11][720/1879] lr: 1.000e-02, eta: 2 days, 3:00:42, time: 1.058, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.2848, loss: 2.2848 2020-06-18 01:17:07,448 - mmaction - INFO - Epoch [11][740/1879] lr: 1.000e-02, eta: 2 days, 2:59:48, time: 1.029, data_time: 0.003, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.0870, loss: 2.0870 2020-06-18 01:17:27,142 - mmaction - INFO - Epoch [11][760/1879] lr: 1.000e-02, eta: 2 days, 2:58:30, time: 0.984, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.1970, loss: 2.1970 2020-06-18 01:17:49,240 - mmaction - INFO - Epoch [11][780/1879] lr: 1.000e-02, eta: 2 days, 2:58:17, time: 1.106, data_time: 0.190, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.2732, loss: 2.2732 2020-06-18 01:18:10,220 - mmaction - INFO - Epoch [11][800/1879] lr: 1.000e-02, eta: 2 days, 2:57:32, time: 1.047, data_time: 0.001, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4924, loss: 2.4924 2020-06-18 01:18:28,518 - mmaction - INFO - Epoch [11][820/1879] lr: 1.000e-02, eta: 2 days, 2:55:40, time: 0.916, data_time: 0.004, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.3596, loss: 2.3596 2020-06-18 01:18:47,073 - mmaction - INFO - Epoch [11][840/1879] lr: 1.000e-02, eta: 2 days, 2:53:54, time: 0.927, data_time: 0.002, memory: 5168, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.3312, loss: 2.3312 2020-06-18 01:19:07,794 - mmaction - INFO - Epoch [11][860/1879] lr: 1.000e-02, eta: 2 days, 2:53:05, time: 1.035, data_time: 0.260, memory: 5168, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.5530, loss: 2.5530 2020-06-18 01:19:30,098 - mmaction - INFO - Epoch [11][880/1879] lr: 1.000e-02, eta: 2 days, 2:52:57, time: 1.117, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1596, loss: 2.1596 2020-06-18 01:19:49,327 - mmaction - INFO - Epoch [11][900/1879] lr: 1.000e-02, eta: 2 days, 2:51:29, time: 0.960, data_time: 0.140, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3032, loss: 2.3032 2020-06-18 01:20:05,488 - mmaction - INFO - Epoch [11][920/1879] lr: 1.000e-02, eta: 2 days, 2:48:44, time: 0.809, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1404, loss: 2.1404 2020-06-18 01:20:21,618 - mmaction - INFO - Epoch [11][940/1879] lr: 1.000e-02, eta: 2 days, 2:45:59, time: 0.807, data_time: 0.087, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2365, loss: 2.2365 2020-06-18 01:20:38,153 - mmaction - INFO - Epoch [11][960/1879] lr: 1.000e-02, eta: 2 days, 2:43:24, time: 0.825, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2906, loss: 2.2906 2020-06-18 01:20:56,760 - mmaction - INFO - Epoch [11][980/1879] lr: 1.000e-02, eta: 2 days, 2:41:44, time: 0.931, data_time: 0.003, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3324, loss: 2.3324 2020-06-18 01:21:15,367 - mmaction - INFO - Epoch [11][1000/1879] lr: 1.000e-02, eta: 2 days, 2:40:04, time: 0.931, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0937, loss: 2.0937 2020-06-18 01:21:34,394 - mmaction - INFO - Epoch [11][1020/1879] lr: 1.000e-02, eta: 2 days, 2:38:34, time: 0.951, data_time: 0.000, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3222, loss: 2.3222 2020-06-18 01:21:53,095 - mmaction - INFO - Epoch [11][1040/1879] lr: 1.000e-02, eta: 2 days, 2:36:57, time: 0.935, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0565, loss: 2.0565 2020-06-18 01:22:10,306 - mmaction - INFO - Epoch [11][1060/1879] lr: 1.000e-02, eta: 2 days, 2:34:43, time: 0.861, data_time: 0.062, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.1777, loss: 2.1777 2020-06-18 01:22:28,305 - mmaction - INFO - Epoch [11][1080/1879] lr: 1.000e-02, eta: 2 days, 2:32:50, time: 0.900, data_time: 0.107, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2739, loss: 2.2739 2020-06-18 01:22:46,015 - mmaction - INFO - Epoch [11][1100/1879] lr: 1.000e-02, eta: 2 days, 2:30:49, time: 0.884, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7125, loss_cls: 2.3464, loss: 2.3464 2020-06-18 01:23:04,667 - mmaction - INFO - Epoch [11][1120/1879] lr: 1.000e-02, eta: 2 days, 2:29:14, time: 0.934, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.8893, loss: 1.8893 2020-06-18 01:23:24,691 - mmaction - INFO - Epoch [11][1140/1879] lr: 1.000e-02, eta: 2 days, 2:28:11, time: 1.000, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.4264, loss: 2.4264 2020-06-18 01:23:45,380 - mmaction - INFO - Epoch [11][1160/1879] lr: 1.000e-02, eta: 2 days, 2:27:27, time: 1.035, data_time: 0.074, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3824, loss: 2.3824 2020-06-18 01:24:06,474 - mmaction - INFO - Epoch [11][1180/1879] lr: 1.000e-02, eta: 2 days, 2:26:52, time: 1.055, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.2976, loss: 2.2976 2020-06-18 01:24:25,503 - mmaction - INFO - Epoch [11][1200/1879] lr: 1.000e-02, eta: 2 days, 2:25:27, time: 0.951, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2525, loss: 2.2525 2020-06-18 01:24:43,781 - mmaction - INFO - Epoch [11][1220/1879] lr: 1.000e-02, eta: 2 days, 2:23:43, time: 0.914, data_time: 0.000, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7688, loss_cls: 2.1058, loss: 2.1058 2020-06-18 01:25:02,068 - mmaction - INFO - Epoch [11][1240/1879] lr: 1.000e-02, eta: 2 days, 2:22:00, time: 0.914, data_time: 0.287, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 1.9710, loss: 1.9710 2020-06-18 01:25:22,097 - mmaction - INFO - Epoch [11][1260/1879] lr: 1.000e-02, eta: 2 days, 2:21:00, time: 1.002, data_time: 0.003, memory: 5168, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.7603, loss: 2.7603 2020-06-18 01:25:42,305 - mmaction - INFO - Epoch [11][1280/1879] lr: 1.000e-02, eta: 2 days, 2:20:04, time: 1.009, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6750, loss_cls: 2.2402, loss: 2.2402 2020-06-18 01:25:58,108 - mmaction - INFO - Epoch [11][1300/1879] lr: 1.000e-02, eta: 2 days, 2:17:23, time: 0.791, data_time: 0.307, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1338, loss: 2.1338 2020-06-18 01:26:16,566 - mmaction - INFO - Epoch [11][1320/1879] lr: 1.000e-02, eta: 2 days, 2:15:46, time: 0.922, data_time: 0.095, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.4906, loss: 2.4906 2020-06-18 01:26:38,191 - mmaction - INFO - Epoch [11][1340/1879] lr: 1.000e-02, eta: 2 days, 2:15:26, time: 1.083, data_time: 0.002, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2602, loss: 2.2602 2020-06-18 01:26:56,307 - mmaction - INFO - Epoch [11][1360/1879] lr: 1.000e-02, eta: 2 days, 2:13:42, time: 0.906, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2276, loss: 2.2276 2020-06-18 01:27:18,056 - mmaction - INFO - Epoch [11][1380/1879] lr: 1.000e-02, eta: 2 days, 2:13:25, time: 1.088, data_time: 0.114, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3485, loss: 2.3485 2020-06-18 01:27:39,815 - mmaction - INFO - Epoch [11][1400/1879] lr: 1.000e-02, eta: 2 days, 2:13:08, time: 1.088, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.1050, loss: 2.1050 2020-06-18 01:27:57,733 - mmaction - INFO - Epoch [11][1420/1879] lr: 1.000e-02, eta: 2 days, 2:11:20, time: 0.896, data_time: 0.001, memory: 5168, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.2891, loss: 2.2891 2020-06-18 01:28:17,925 - mmaction - INFO - Epoch [11][1440/1879] lr: 1.000e-02, eta: 2 days, 2:10:26, time: 1.009, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1704, loss: 2.1704 2020-06-18 01:28:37,055 - mmaction - INFO - Epoch [11][1460/1879] lr: 1.000e-02, eta: 2 days, 2:09:08, time: 0.957, data_time: 0.084, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4213, loss: 2.4213 2020-06-18 01:28:55,507 - mmaction - INFO - Epoch [11][1480/1879] lr: 1.000e-02, eta: 2 days, 2:07:34, time: 0.923, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0936, loss: 2.0936 2020-06-18 01:29:11,486 - mmaction - INFO - Epoch [11][1500/1879] lr: 1.000e-02, eta: 2 days, 2:05:01, time: 0.798, data_time: 0.039, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.2179, loss: 2.2179 2020-06-18 01:29:31,582 - mmaction - INFO - Epoch [11][1520/1879] lr: 1.000e-02, eta: 2 days, 2:04:06, time: 1.004, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.1671, loss: 2.1671 2020-06-18 01:29:49,281 - mmaction - INFO - Epoch [11][1540/1879] lr: 1.000e-02, eta: 2 days, 2:02:16, time: 0.886, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.2733, loss: 2.2733 2020-06-18 01:30:07,877 - mmaction - INFO - Epoch [11][1560/1879] lr: 1.000e-02, eta: 2 days, 2:00:47, time: 0.930, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4332, loss: 2.4332 2020-06-18 01:30:29,240 - mmaction - INFO - Epoch [11][1580/1879] lr: 1.000e-02, eta: 2 days, 2:00:23, time: 1.068, data_time: 0.097, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.4449, loss: 2.4449 2020-06-18 01:30:46,722 - mmaction - INFO - Epoch [11][1600/1879] lr: 1.000e-02, eta: 2 days, 1:58:28, time: 0.873, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7250, loss_cls: 2.2204, loss: 2.2204 2020-06-18 01:30:58,181 - mmaction - INFO - Epoch [11][1620/1879] lr: 1.000e-02, eta: 2 days, 1:54:15, time: 0.573, data_time: 0.025, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.2251, loss: 2.2251 2020-06-18 01:31:08,966 - mmaction - INFO - Epoch [11][1640/1879] lr: 1.000e-02, eta: 2 days, 1:49:49, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.3627, loss: 2.3627 2020-06-18 01:31:23,239 - mmaction - INFO - Epoch [11][1660/1879] lr: 1.000e-02, eta: 2 days, 1:46:43, time: 0.712, data_time: 0.000, memory: 5168, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.4650, loss: 2.4650 2020-06-18 01:31:43,031 - mmaction - INFO - Epoch [11][1680/1879] lr: 1.000e-02, eta: 2 days, 1:45:45, time: 0.990, data_time: 0.002, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.2876, loss: 2.2876 2020-06-18 01:31:57,768 - mmaction - INFO - Epoch [11][1700/1879] lr: 1.000e-02, eta: 2 days, 1:42:52, time: 0.737, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7063, loss_cls: 2.3876, loss: 2.3876 2020-06-18 01:32:15,613 - mmaction - INFO - Epoch [11][1720/1879] lr: 1.000e-02, eta: 2 days, 1:41:09, time: 0.890, data_time: 0.261, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.2515, loss: 2.2515 2020-06-18 01:32:28,846 - mmaction - INFO - Epoch [11][1740/1879] lr: 1.000e-02, eta: 2 days, 1:37:43, time: 0.662, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1312, loss: 2.1312 2020-06-18 01:32:47,237 - mmaction - INFO - Epoch [11][1760/1879] lr: 1.000e-02, eta: 2 days, 1:36:15, time: 0.921, data_time: 0.057, memory: 5168, top1_acc: 0.4750, top5_acc: 0.8063, loss_cls: 1.9770, loss: 1.9770 2020-06-18 01:33:01,975 - mmaction - INFO - Epoch [11][1780/1879] lr: 1.000e-02, eta: 2 days, 1:33:25, time: 0.736, data_time: 0.023, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8250, loss_cls: 1.8828, loss: 1.8828 2020-06-18 01:33:25,346 - mmaction - INFO - Epoch [11][1800/1879] lr: 1.000e-02, eta: 2 days, 1:33:50, time: 1.169, data_time: 0.267, memory: 5168, top1_acc: 0.4250, top5_acc: 0.7500, loss_cls: 2.2461, loss: 2.2461 2020-06-18 01:33:42,094 - mmaction - INFO - Epoch [11][1820/1879] lr: 1.000e-02, eta: 2 days, 1:31:45, time: 0.836, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3909, loss: 2.3909 2020-06-18 01:33:58,936 - mmaction - INFO - Epoch [11][1840/1879] lr: 1.000e-02, eta: 2 days, 1:29:43, time: 0.840, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7125, loss_cls: 2.2226, loss: 2.2226 2020-06-18 01:34:13,267 - mmaction - INFO - Epoch [11][1860/1879] lr: 1.000e-02, eta: 2 days, 1:26:46, time: 0.717, data_time: 0.004, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2847, loss: 2.2847 2020-06-18 01:34:38,919 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-06-18 01:37:32,207 - mmaction - INFO - Epoch [12][20/1879] lr: 1.000e-02, eta: 2 days, 2:14:34, time: 8.632, data_time: 7.346, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.2784, loss: 2.2784 2020-06-18 01:38:08,351 - mmaction - INFO - Epoch [12][40/1879] lr: 1.000e-02, eta: 2 days, 2:19:34, time: 1.807, data_time: 1.458, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2571, loss: 2.2571 2020-06-18 01:38:40,128 - mmaction - INFO - Epoch [12][60/1879] lr: 1.000e-02, eta: 2 days, 2:22:55, time: 1.589, data_time: 0.059, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.4795, loss: 2.4795 2020-06-18 01:38:53,610 - mmaction - INFO - Epoch [12][80/1879] lr: 1.000e-02, eta: 2 days, 2:19:32, time: 0.673, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2310, loss: 2.2310 2020-06-18 01:39:16,021 - mmaction - INFO - Epoch [12][100/1879] lr: 1.000e-02, eta: 2 days, 2:19:27, time: 1.121, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.9523, loss: 1.9523 2020-06-18 01:39:31,162 - mmaction - INFO - Epoch [12][120/1879] lr: 1.000e-02, eta: 2 days, 2:16:43, time: 0.758, data_time: 0.002, memory: 5168, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.6816, loss: 2.6816 2020-06-18 01:39:51,268 - mmaction - INFO - Epoch [12][140/1879] lr: 1.000e-02, eta: 2 days, 2:15:47, time: 1.005, data_time: 0.001, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3421, loss: 2.3421 2020-06-18 01:40:12,266 - mmaction - INFO - Epoch [12][160/1879] lr: 1.000e-02, eta: 2 days, 2:15:10, time: 1.049, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4919, loss: 2.4919 2020-06-18 01:40:36,452 - mmaction - INFO - Epoch [12][180/1879] lr: 1.000e-02, eta: 2 days, 2:15:44, time: 1.210, data_time: 0.006, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9476, loss: 1.9476 2020-06-18 01:40:56,867 - mmaction - INFO - Epoch [12][200/1879] lr: 1.000e-02, eta: 2 days, 2:14:56, time: 1.022, data_time: 0.003, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9612, loss: 1.9612 2020-06-18 01:41:17,218 - mmaction - INFO - Epoch [12][220/1879] lr: 1.000e-02, eta: 2 days, 2:14:06, time: 1.017, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0407, loss: 2.0407 2020-06-18 01:41:34,996 - mmaction - INFO - Epoch [12][240/1879] lr: 1.000e-02, eta: 2 days, 2:12:20, time: 0.888, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7438, loss_cls: 2.0601, loss: 2.0601 2020-06-18 01:41:53,564 - mmaction - INFO - Epoch [12][260/1879] lr: 1.000e-02, eta: 2 days, 2:10:53, time: 0.929, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1782, loss: 2.1782 2020-06-18 01:42:16,698 - mmaction - INFO - Epoch [12][280/1879] lr: 1.000e-02, eta: 2 days, 2:11:03, time: 1.157, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3072, loss: 2.3072 2020-06-18 01:42:30,875 - mmaction - INFO - Epoch [12][300/1879] lr: 1.000e-02, eta: 2 days, 2:08:01, time: 0.707, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.0592, loss: 2.0592 2020-06-18 01:42:49,934 - mmaction - INFO - Epoch [12][320/1879] lr: 1.000e-02, eta: 2 days, 2:06:45, time: 0.954, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1702, loss: 2.1702 2020-06-18 01:43:04,734 - mmaction - INFO - Epoch [12][340/1879] lr: 1.000e-02, eta: 2 days, 2:03:59, time: 0.740, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1814, loss: 2.1814 2020-06-18 01:43:23,848 - mmaction - INFO - Epoch [12][360/1879] lr: 1.000e-02, eta: 2 days, 2:02:45, time: 0.957, data_time: 0.108, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.0347, loss: 2.0347 2020-06-18 01:43:44,076 - mmaction - INFO - Epoch [12][380/1879] lr: 1.000e-02, eta: 2 days, 2:01:54, time: 1.011, data_time: 0.436, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2483, loss: 2.2483 2020-06-18 01:44:06,316 - mmaction - INFO - Epoch [12][400/1879] lr: 1.000e-02, eta: 2 days, 2:01:47, time: 1.112, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1619, loss: 2.1619 2020-06-18 01:44:26,168 - mmaction - INFO - Epoch [12][420/1879] lr: 1.000e-02, eta: 2 days, 2:00:48, time: 0.991, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1283, loss: 2.1283 2020-06-18 01:44:39,658 - mmaction - INFO - Epoch [12][440/1879] lr: 1.000e-02, eta: 2 days, 1:57:37, time: 0.674, data_time: 0.002, memory: 5168, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.4284, loss: 2.4284 2020-06-18 01:45:02,590 - mmaction - INFO - Epoch [12][460/1879] lr: 1.000e-02, eta: 2 days, 1:57:38, time: 1.133, data_time: 0.228, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3429, loss: 2.3429 2020-06-18 01:45:21,530 - mmaction - INFO - Epoch [12][480/1879] lr: 1.000e-02, eta: 2 days, 1:56:28, time: 0.962, data_time: 0.192, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4773, loss: 2.4773 2020-06-18 01:45:43,743 - mmaction - INFO - Epoch [12][500/1879] lr: 1.000e-02, eta: 2 days, 1:56:20, time: 1.111, data_time: 0.162, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.1375, loss: 2.1375 2020-06-18 01:46:00,293 - mmaction - INFO - Epoch [12][520/1879] lr: 1.000e-02, eta: 2 days, 1:54:14, time: 0.826, data_time: 0.270, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0713, loss: 2.0713 2020-06-18 01:46:20,641 - mmaction - INFO - Epoch [12][540/1879] lr: 1.000e-02, eta: 2 days, 1:53:27, time: 1.018, data_time: 0.083, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.1343, loss: 2.1343 2020-06-18 01:46:37,536 - mmaction - INFO - Epoch [12][560/1879] lr: 1.000e-02, eta: 2 days, 1:51:30, time: 0.845, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0919, loss: 2.0919 2020-06-18 01:46:58,786 - mmaction - INFO - Epoch [12][580/1879] lr: 1.000e-02, eta: 2 days, 1:51:02, time: 1.063, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2770, loss: 2.2770 2020-06-18 01:47:18,125 - mmaction - INFO - Epoch [12][600/1879] lr: 1.000e-02, eta: 2 days, 1:49:56, time: 0.967, data_time: 0.032, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0854, loss: 2.0854 2020-06-18 01:47:38,246 - mmaction - INFO - Epoch [12][620/1879] lr: 1.000e-02, eta: 2 days, 1:49:05, time: 1.006, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 1.9893, loss: 1.9893 2020-06-18 01:47:57,656 - mmaction - INFO - Epoch [12][640/1879] lr: 1.000e-02, eta: 2 days, 1:48:00, time: 0.970, data_time: 0.026, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1230, loss: 2.1230 2020-06-18 01:48:21,690 - mmaction - INFO - Epoch [12][660/1879] lr: 1.000e-02, eta: 2 days, 1:48:28, time: 1.198, data_time: 0.016, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1238, loss: 2.1238 2020-06-18 01:48:40,017 - mmaction - INFO - Epoch [12][680/1879] lr: 1.000e-02, eta: 2 days, 1:47:03, time: 0.921, data_time: 0.006, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.0891, loss: 2.0891 2020-06-18 01:49:02,238 - mmaction - INFO - Epoch [12][700/1879] lr: 1.000e-02, eta: 2 days, 1:46:56, time: 1.111, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4276, loss: 2.4276 2020-06-18 01:49:21,976 - mmaction - INFO - Epoch [12][720/1879] lr: 1.000e-02, eta: 2 days, 1:45:58, time: 0.987, data_time: 0.184, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.0215, loss: 2.0215 2020-06-18 01:49:39,583 - mmaction - INFO - Epoch [12][740/1879] lr: 1.000e-02, eta: 2 days, 1:44:18, time: 0.881, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.8286, loss: 1.8286 2020-06-18 01:50:03,354 - mmaction - INFO - Epoch [12][760/1879] lr: 1.000e-02, eta: 2 days, 1:44:42, time: 1.188, data_time: 0.000, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.4963, loss: 2.4963 2020-06-18 01:50:26,350 - mmaction - INFO - Epoch [12][780/1879] lr: 1.000e-02, eta: 2 days, 1:44:50, time: 1.150, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.3285, loss: 2.3285 2020-06-18 01:50:46,503 - mmaction - INFO - Epoch [12][800/1879] lr: 1.000e-02, eta: 2 days, 1:44:01, time: 1.007, data_time: 0.018, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.9353, loss: 1.9353 2020-06-18 01:51:03,471 - mmaction - INFO - Epoch [12][820/1879] lr: 1.000e-02, eta: 2 days, 1:42:09, time: 0.849, data_time: 0.079, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.1109, loss: 2.1109 2020-06-18 01:51:21,529 - mmaction - INFO - Epoch [12][840/1879] lr: 1.000e-02, eta: 2 days, 1:40:38, time: 0.902, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9939, loss: 1.9939 2020-06-18 01:51:42,796 - mmaction - INFO - Epoch [12][860/1879] lr: 1.000e-02, eta: 2 days, 1:40:13, time: 1.065, data_time: 0.002, memory: 5168, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4169, loss: 2.4169 2020-06-18 01:52:00,990 - mmaction - INFO - Epoch [12][880/1879] lr: 1.000e-02, eta: 2 days, 1:38:46, time: 0.910, data_time: 0.073, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.4047, loss: 2.4047 2020-06-18 01:52:22,024 - mmaction - INFO - Epoch [12][900/1879] lr: 1.000e-02, eta: 2 days, 1:38:16, time: 1.052, data_time: 0.002, memory: 5168, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.4696, loss: 2.4696 2020-06-18 01:52:40,259 - mmaction - INFO - Epoch [12][920/1879] lr: 1.000e-02, eta: 2 days, 1:36:50, time: 0.911, data_time: 0.000, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2894, loss: 2.2894 2020-06-18 01:53:00,978 - mmaction - INFO - Epoch [12][940/1879] lr: 1.000e-02, eta: 2 days, 1:36:14, time: 1.037, data_time: 0.451, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3538, loss: 2.3538 2020-06-18 01:53:20,671 - mmaction - INFO - Epoch [12][960/1879] lr: 1.000e-02, eta: 2 days, 1:35:17, time: 0.985, data_time: 0.203, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9718, loss: 1.9718 2020-06-18 01:53:38,482 - mmaction - INFO - Epoch [12][980/1879] lr: 1.000e-02, eta: 2 days, 1:33:44, time: 0.890, data_time: 0.031, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0861, loss: 2.0861 2020-06-18 01:54:00,758 - mmaction - INFO - Epoch [12][1000/1879] lr: 1.000e-02, eta: 2 days, 1:33:38, time: 1.114, data_time: 0.618, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0320, loss: 2.0320 2020-06-18 01:54:16,823 - mmaction - INFO - Epoch [12][1020/1879] lr: 1.000e-02, eta: 2 days, 1:31:31, time: 0.803, data_time: 0.314, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0015, loss: 2.0015 2020-06-18 01:54:35,602 - mmaction - INFO - Epoch [12][1040/1879] lr: 1.000e-02, eta: 2 days, 1:30:18, time: 0.939, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.4277, loss: 2.4277 2020-06-18 01:54:52,718 - mmaction - INFO - Epoch [12][1060/1879] lr: 1.000e-02, eta: 2 days, 1:28:33, time: 0.857, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.1935, loss: 2.1935 2020-06-18 01:55:15,312 - mmaction - INFO - Epoch [12][1080/1879] lr: 1.000e-02, eta: 2 days, 1:28:33, time: 1.129, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2131, loss: 2.2131 2020-06-18 01:55:35,820 - mmaction - INFO - Epoch [12][1100/1879] lr: 1.000e-02, eta: 2 days, 1:27:54, time: 1.026, data_time: 0.002, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.4218, loss: 2.4218 2020-06-18 01:55:56,341 - mmaction - INFO - Epoch [12][1120/1879] lr: 1.000e-02, eta: 2 days, 1:27:15, time: 1.026, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2644, loss: 2.2644 2020-06-18 01:56:11,175 - mmaction - INFO - Epoch [12][1140/1879] lr: 1.000e-02, eta: 2 days, 1:24:47, time: 0.743, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 1.9662, loss: 1.9662 2020-06-18 01:56:34,306 - mmaction - INFO - Epoch [12][1160/1879] lr: 1.000e-02, eta: 2 days, 1:24:58, time: 1.157, data_time: 0.120, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2641, loss: 2.2641 2020-06-18 01:56:58,774 - mmaction - INFO - Epoch [12][1180/1879] lr: 1.000e-02, eta: 2 days, 1:25:35, time: 1.224, data_time: 0.010, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.7796, loss: 1.7796 2020-06-18 01:57:11,385 - mmaction - INFO - Epoch [12][1200/1879] lr: 1.000e-02, eta: 2 days, 1:22:25, time: 0.629, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0610, loss: 2.0610 2020-06-18 01:57:29,846 - mmaction - INFO - Epoch [12][1220/1879] lr: 1.000e-02, eta: 2 days, 1:21:08, time: 0.924, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3250, loss: 2.3250 2020-06-18 01:57:50,703 - mmaction - INFO - Epoch [12][1240/1879] lr: 1.000e-02, eta: 2 days, 1:20:36, time: 1.042, data_time: 0.002, memory: 5168, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5399, loss: 2.5399 2020-06-18 01:58:03,453 - mmaction - INFO - Epoch [12][1260/1879] lr: 1.000e-02, eta: 2 days, 1:17:31, time: 0.639, data_time: 0.028, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2540, loss: 2.2540 2020-06-18 01:58:21,899 - mmaction - INFO - Epoch [12][1280/1879] lr: 1.000e-02, eta: 2 days, 1:16:15, time: 0.922, data_time: 0.084, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0060, loss: 2.0060 2020-06-18 01:58:42,787 - mmaction - INFO - Epoch [12][1300/1879] lr: 1.000e-02, eta: 2 days, 1:15:44, time: 1.045, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231 2020-06-18 01:59:04,257 - mmaction - INFO - Epoch [12][1320/1879] lr: 1.000e-02, eta: 2 days, 1:15:24, time: 1.072, data_time: 0.077, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 2.0100, loss: 2.0100 2020-06-18 01:59:22,275 - mmaction - INFO - Epoch [12][1340/1879] lr: 1.000e-02, eta: 2 days, 1:13:59, time: 0.900, data_time: 0.002, memory: 5168, top1_acc: 0.4125, top5_acc: 0.7250, loss_cls: 2.3423, loss: 2.3423 2020-06-18 01:59:39,153 - mmaction - INFO - Epoch [12][1360/1879] lr: 1.000e-02, eta: 2 days, 1:12:14, time: 0.845, data_time: 0.120, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.1794, loss: 2.1794 2020-06-18 02:00:06,170 - mmaction - INFO - Epoch [12][1380/1879] lr: 1.000e-02, eta: 2 days, 1:13:30, time: 1.328, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1468, loss: 2.1468 2020-06-18 02:00:27,645 - mmaction - INFO - Epoch [12][1400/1879] lr: 1.000e-02, eta: 2 days, 1:13:20, time: 1.098, data_time: 0.405, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3796, loss: 2.3796 2020-06-18 02:00:47,698 - mmaction - INFO - Epoch [12][1420/1879] lr: 1.000e-02, eta: 2 days, 1:12:33, time: 1.002, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.3778, loss: 2.3778 2020-06-18 02:01:10,333 - mmaction - INFO - Epoch [12][1440/1879] lr: 1.000e-02, eta: 2 days, 1:12:35, time: 1.131, data_time: 0.003, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.3047, loss: 2.3047 2020-06-18 02:01:29,718 - mmaction - INFO - Epoch [12][1460/1879] lr: 1.000e-02, eta: 2 days, 1:11:38, time: 0.971, data_time: 0.289, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2301, loss: 2.2301 2020-06-18 02:01:45,796 - mmaction - INFO - Epoch [12][1480/1879] lr: 1.000e-02, eta: 2 days, 1:09:39, time: 0.804, data_time: 0.020, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7312, loss_cls: 2.3493, loss: 2.3493 2020-06-18 02:02:06,027 - mmaction - INFO - Epoch [12][1500/1879] lr: 1.000e-02, eta: 2 days, 1:08:57, time: 1.011, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.4364, loss: 2.4364 2020-06-18 02:02:24,230 - mmaction - INFO - Epoch [12][1520/1879] lr: 1.000e-02, eta: 2 days, 1:07:38, time: 0.910, data_time: 0.052, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1743, loss: 2.1743 2020-06-18 02:02:41,329 - mmaction - INFO - Epoch [12][1540/1879] lr: 1.000e-02, eta: 2 days, 1:05:58, time: 0.854, data_time: 0.301, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3384, loss: 2.3384 2020-06-18 02:03:01,373 - mmaction - INFO - Epoch [12][1560/1879] lr: 1.000e-02, eta: 2 days, 1:05:14, time: 1.002, data_time: 0.433, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2649, loss: 2.2649 2020-06-18 02:03:22,234 - mmaction - INFO - Epoch [12][1580/1879] lr: 1.000e-02, eta: 2 days, 1:04:44, time: 1.044, data_time: 0.363, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2922, loss: 2.2922 2020-06-18 02:03:41,912 - mmaction - INFO - Epoch [12][1600/1879] lr: 1.000e-02, eta: 2 days, 1:03:52, time: 0.984, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.1495, loss: 2.1495 2020-06-18 02:03:58,611 - mmaction - INFO - Epoch [12][1620/1879] lr: 1.000e-02, eta: 2 days, 1:02:07, time: 0.835, data_time: 0.207, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8754, loss: 1.8754 2020-06-18 02:04:21,252 - mmaction - INFO - Epoch [12][1640/1879] lr: 1.000e-02, eta: 2 days, 1:02:10, time: 1.132, data_time: 0.420, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.3373, loss: 2.3373 2020-06-18 02:04:38,781 - mmaction - INFO - Epoch [12][1660/1879] lr: 1.000e-02, eta: 2 days, 1:00:40, time: 0.875, data_time: 0.264, memory: 5168, top1_acc: 0.5375, top5_acc: 0.6813, loss_cls: 2.1730, loss: 2.1730 2020-06-18 02:04:58,017 - mmaction - INFO - Epoch [12][1680/1879] lr: 1.000e-02, eta: 2 days, 0:59:41, time: 0.962, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.3860, loss: 2.3860 2020-06-18 02:05:17,245 - mmaction - INFO - Epoch [12][1700/1879] lr: 1.000e-02, eta: 2 days, 0:58:42, time: 0.962, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1327, loss: 2.1327 2020-06-18 02:05:38,696 - mmaction - INFO - Epoch [12][1720/1879] lr: 1.000e-02, eta: 2 days, 0:58:24, time: 1.073, data_time: 0.608, memory: 5168, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6150, loss: 2.6150 2020-06-18 02:05:55,904 - mmaction - INFO - Epoch [12][1740/1879] lr: 1.000e-02, eta: 2 days, 0:56:49, time: 0.861, data_time: 0.083, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7500, loss_cls: 2.2885, loss: 2.2885 2020-06-18 02:06:16,442 - mmaction - INFO - Epoch [12][1760/1879] lr: 1.000e-02, eta: 2 days, 0:56:14, time: 1.025, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2326, loss: 2.2326 2020-06-18 02:06:33,170 - mmaction - INFO - Epoch [12][1780/1879] lr: 1.000e-02, eta: 2 days, 0:54:32, time: 0.838, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.0957, loss: 2.0957 2020-06-18 02:06:49,113 - mmaction - INFO - Epoch [12][1800/1879] lr: 1.000e-02, eta: 2 days, 0:52:36, time: 0.797, data_time: 0.139, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2768, loss: 2.2768 2020-06-18 02:07:05,303 - mmaction - INFO - Epoch [12][1820/1879] lr: 1.000e-02, eta: 2 days, 0:50:45, time: 0.810, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7125, loss_cls: 2.2226, loss: 2.2226 2020-06-18 02:07:23,187 - mmaction - INFO - Epoch [12][1840/1879] lr: 1.000e-02, eta: 2 days, 0:49:23, time: 0.893, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2944, loss: 2.2944 2020-06-18 02:07:46,479 - mmaction - INFO - Epoch [12][1860/1879] lr: 1.000e-02, eta: 2 days, 0:49:38, time: 1.165, data_time: 0.192, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1295, loss: 2.1295 2020-06-18 02:08:09,083 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-06-18 02:11:09,721 - mmaction - INFO - Epoch [13][20/1879] lr: 1.000e-02, eta: 2 days, 1:29:25, time: 8.986, data_time: 6.297, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9483, loss: 1.9483 2020-06-18 02:11:58,435 - mmaction - INFO - Epoch [13][40/1879] lr: 1.000e-02, eta: 2 days, 1:36:59, time: 2.437, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1298, loss: 2.1298 2020-06-18 02:12:46,269 - mmaction - INFO - Epoch [13][60/1879] lr: 1.000e-02, eta: 2 days, 1:44:16, time: 2.392, data_time: 0.020, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8574, loss: 1.8574 2020-06-18 02:13:30,614 - mmaction - INFO - Epoch [13][80/1879] lr: 1.000e-02, eta: 2 days, 1:50:30, time: 2.218, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4583, loss: 2.4583 2020-06-18 02:14:00,015 - mmaction - INFO - Epoch [13][100/1879] lr: 1.000e-02, eta: 2 days, 1:52:21, time: 1.467, data_time: 0.028, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8208, loss: 1.8208 2020-06-18 02:14:33,063 - mmaction - INFO - Epoch [13][120/1879] lr: 1.000e-02, eta: 2 days, 1:55:17, time: 1.655, data_time: 0.049, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0186, loss: 2.0186 2020-06-18 02:14:57,710 - mmaction - INFO - Epoch [13][140/1879] lr: 1.000e-02, eta: 2 days, 1:55:45, time: 1.233, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0382, loss: 2.0382 2020-06-18 02:15:24,583 - mmaction - INFO - Epoch [13][160/1879] lr: 1.000e-02, eta: 2 days, 1:56:52, time: 1.343, data_time: 0.053, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0707, loss: 2.0707 2020-06-18 02:15:37,057 - mmaction - INFO - Epoch [13][180/1879] lr: 1.000e-02, eta: 2 days, 1:53:50, time: 0.624, data_time: 0.008, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9955, loss: 1.9955 2020-06-18 02:16:01,659 - mmaction - INFO - Epoch [13][200/1879] lr: 1.000e-02, eta: 2 days, 1:54:17, time: 1.230, data_time: 0.128, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0295, loss: 2.0295 2020-06-18 02:16:21,766 - mmaction - INFO - Epoch [13][220/1879] lr: 1.000e-02, eta: 2 days, 1:53:27, time: 1.005, data_time: 0.142, memory: 5168, top1_acc: 0.4188, top5_acc: 0.7688, loss_cls: 2.2582, loss: 2.2582 2020-06-18 02:16:40,731 - mmaction - INFO - Epoch [13][240/1879] lr: 1.000e-02, eta: 2 days, 1:52:17, time: 0.948, data_time: 0.107, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 1.9665, loss: 1.9665 2020-06-18 02:17:02,335 - mmaction - INFO - Epoch [13][260/1879] lr: 1.000e-02, eta: 2 days, 1:51:53, time: 1.081, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9773, loss: 1.9773 2020-06-18 02:17:22,807 - mmaction - INFO - Epoch [13][280/1879] lr: 1.000e-02, eta: 2 days, 1:51:09, time: 1.022, data_time: 0.277, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 2.0372, loss: 2.0372 2020-06-18 02:17:39,630 - mmaction - INFO - Epoch [13][300/1879] lr: 1.000e-02, eta: 2 days, 1:49:24, time: 0.843, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2451, loss: 2.2451 2020-06-18 02:17:57,794 - mmaction - INFO - Epoch [13][320/1879] lr: 1.000e-02, eta: 2 days, 1:48:02, time: 0.907, data_time: 0.133, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2941, loss: 2.2941 2020-06-18 02:18:14,751 - mmaction - INFO - Epoch [13][340/1879] lr: 1.000e-02, eta: 2 days, 1:46:19, time: 0.849, data_time: 0.418, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 2.0612, loss: 2.0612 2020-06-18 02:18:34,599 - mmaction - INFO - Epoch [13][360/1879] lr: 1.000e-02, eta: 2 days, 1:45:26, time: 0.992, data_time: 0.142, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9605, loss: 1.9605 2020-06-18 02:18:58,212 - mmaction - INFO - Epoch [13][380/1879] lr: 1.000e-02, eta: 2 days, 1:45:36, time: 1.180, data_time: 0.241, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.1902, loss: 2.1902 2020-06-18 02:19:17,098 - mmaction - INFO - Epoch [13][400/1879] lr: 1.000e-02, eta: 2 days, 1:44:27, time: 0.946, data_time: 0.077, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.2387, loss: 2.2387 2020-06-18 02:19:39,468 - mmaction - INFO - Epoch [13][420/1879] lr: 1.000e-02, eta: 2 days, 1:44:16, time: 1.118, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1949, loss: 2.1949 2020-06-18 02:19:57,113 - mmaction - INFO - Epoch [13][440/1879] lr: 1.000e-02, eta: 2 days, 1:42:46, time: 0.881, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2675, loss: 2.2675 2020-06-18 02:20:21,008 - mmaction - INFO - Epoch [13][460/1879] lr: 1.000e-02, eta: 2 days, 1:43:01, time: 1.195, data_time: 0.053, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2250, loss: 2.2250 2020-06-18 02:20:43,462 - mmaction - INFO - Epoch [13][480/1879] lr: 1.000e-02, eta: 2 days, 1:42:52, time: 1.124, data_time: 0.003, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.0961, loss: 2.0961 2020-06-18 02:21:02,849 - mmaction - INFO - Epoch [13][500/1879] lr: 1.000e-02, eta: 2 days, 1:41:51, time: 0.968, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.8806, loss: 1.8806 2020-06-18 02:21:21,247 - mmaction - INFO - Epoch [13][520/1879] lr: 1.000e-02, eta: 2 days, 1:40:35, time: 0.921, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0843, loss: 2.0843 2020-06-18 02:21:45,630 - mmaction - INFO - Epoch [13][540/1879] lr: 1.000e-02, eta: 2 days, 1:40:57, time: 1.217, data_time: 0.041, memory: 5168, top1_acc: 0.4250, top5_acc: 0.7438, loss_cls: 2.1720, loss: 2.1720 2020-06-18 02:22:05,599 - mmaction - INFO - Epoch [13][560/1879] lr: 1.000e-02, eta: 2 days, 1:40:07, time: 1.000, data_time: 0.003, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.1582, loss: 2.1582 2020-06-18 02:22:29,723 - mmaction - INFO - Epoch [13][580/1879] lr: 1.000e-02, eta: 2 days, 1:40:26, time: 1.207, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4854, loss: 2.4854 2020-06-18 02:22:49,971 - mmaction - INFO - Epoch [13][600/1879] lr: 1.000e-02, eta: 2 days, 1:39:40, time: 1.012, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7125, loss_cls: 2.2264, loss: 2.2264 2020-06-18 02:23:16,282 - mmaction - INFO - Epoch [13][620/1879] lr: 1.000e-02, eta: 2 days, 1:40:33, time: 1.314, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2710, loss: 2.2710 2020-06-18 02:23:34,207 - mmaction - INFO - Epoch [13][640/1879] lr: 1.000e-02, eta: 2 days, 1:39:10, time: 0.896, data_time: 0.002, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4614, loss: 2.4614 2020-06-18 02:23:54,684 - mmaction - INFO - Epoch [13][660/1879] lr: 1.000e-02, eta: 2 days, 1:38:28, time: 1.026, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0703, loss: 2.0703 2020-06-18 02:24:12,805 - mmaction - INFO - Epoch [13][680/1879] lr: 1.000e-02, eta: 2 days, 1:37:08, time: 0.904, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0426, loss: 2.0426 2020-06-18 02:24:32,829 - mmaction - INFO - Epoch [13][700/1879] lr: 1.000e-02, eta: 2 days, 1:36:19, time: 1.003, data_time: 0.003, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3377, loss: 2.3377 2020-06-18 02:24:48,096 - mmaction - INFO - Epoch [13][720/1879] lr: 1.000e-02, eta: 2 days, 1:34:13, time: 0.764, data_time: 0.049, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.3386, loss: 2.3386 2020-06-18 02:25:08,872 - mmaction - INFO - Epoch [13][740/1879] lr: 1.000e-02, eta: 2 days, 1:33:36, time: 1.037, data_time: 0.141, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8550, loss: 1.8550 2020-06-18 02:25:23,944 - mmaction - INFO - Epoch [13][760/1879] lr: 1.000e-02, eta: 2 days, 1:31:27, time: 0.754, data_time: 0.003, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 2.0126, loss: 2.0126 2020-06-18 02:25:45,831 - mmaction - INFO - Epoch [13][780/1879] lr: 1.000e-02, eta: 2 days, 1:31:09, time: 1.094, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1322, loss: 2.1322 2020-06-18 02:26:09,551 - mmaction - INFO - Epoch [13][800/1879] lr: 1.000e-02, eta: 2 days, 1:31:21, time: 1.186, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.1519, loss: 2.1519 2020-06-18 02:26:29,597 - mmaction - INFO - Epoch [13][820/1879] lr: 1.000e-02, eta: 2 days, 1:30:33, time: 1.004, data_time: 0.037, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0277, loss: 2.0277 2020-06-18 02:26:45,198 - mmaction - INFO - Epoch [13][840/1879] lr: 1.000e-02, eta: 2 days, 1:28:34, time: 0.780, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0902, loss: 2.0902 2020-06-18 02:27:05,596 - mmaction - INFO - Epoch [13][860/1879] lr: 1.000e-02, eta: 2 days, 1:27:52, time: 1.020, data_time: 0.108, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1783, loss: 2.1783 2020-06-18 02:27:20,466 - mmaction - INFO - Epoch [13][880/1879] lr: 1.000e-02, eta: 2 days, 1:25:42, time: 0.744, data_time: 0.089, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.0389, loss: 2.0389 2020-06-18 02:27:40,155 - mmaction - INFO - Epoch [13][900/1879] lr: 1.000e-02, eta: 2 days, 1:24:49, time: 0.983, data_time: 0.142, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.0999, loss: 2.0999 2020-06-18 02:27:57,538 - mmaction - INFO - Epoch [13][920/1879] lr: 1.000e-02, eta: 2 days, 1:23:20, time: 0.869, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1988, loss: 2.1988 2020-06-18 02:28:14,620 - mmaction - INFO - Epoch [13][940/1879] lr: 1.000e-02, eta: 2 days, 1:21:45, time: 0.852, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9686, loss: 1.9686 2020-06-18 02:28:32,905 - mmaction - INFO - Epoch [13][960/1879] lr: 1.000e-02, eta: 2 days, 1:20:32, time: 0.917, data_time: 0.185, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0818, loss: 2.0818 2020-06-18 02:28:54,519 - mmaction - INFO - Epoch [13][980/1879] lr: 1.000e-02, eta: 2 days, 1:20:10, time: 1.081, data_time: 0.074, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.9407, loss: 1.9407 2020-06-18 02:29:10,113 - mmaction - INFO - Epoch [13][1000/1879] lr: 1.000e-02, eta: 2 days, 1:18:13, time: 0.780, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1467, loss: 2.1467 2020-06-18 02:29:28,362 - mmaction - INFO - Epoch [13][1020/1879] lr: 1.000e-02, eta: 2 days, 1:16:59, time: 0.912, data_time: 0.154, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1438, loss: 2.1438 2020-06-18 02:29:44,395 - mmaction - INFO - Epoch [13][1040/1879] lr: 1.000e-02, eta: 2 days, 1:15:10, time: 0.802, data_time: 0.064, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7937, loss_cls: 2.1410, loss: 2.1410 2020-06-18 02:30:09,363 - mmaction - INFO - Epoch [13][1060/1879] lr: 1.000e-02, eta: 2 days, 1:15:41, time: 1.248, data_time: 0.013, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2094, loss: 2.2094 2020-06-18 02:30:33,670 - mmaction - INFO - Epoch [13][1080/1879] lr: 1.000e-02, eta: 2 days, 1:16:02, time: 1.215, data_time: 0.090, memory: 5168, top1_acc: 0.4875, top5_acc: 0.8000, loss_cls: 2.1361, loss: 2.1361 2020-06-18 02:30:58,657 - mmaction - INFO - Epoch [13][1100/1879] lr: 1.000e-02, eta: 2 days, 1:16:34, time: 1.249, data_time: 0.024, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.1013, loss: 2.1013 2020-06-18 02:31:26,097 - mmaction - INFO - Epoch [13][1120/1879] lr: 1.000e-02, eta: 2 days, 1:17:43, time: 1.372, data_time: 0.021, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2235, loss: 2.2235 2020-06-18 02:31:44,422 - mmaction - INFO - Epoch [13][1140/1879] lr: 1.000e-02, eta: 2 days, 1:16:31, time: 0.917, data_time: 0.404, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2606, loss: 2.2606 2020-06-18 02:32:16,045 - mmaction - INFO - Epoch [13][1160/1879] lr: 1.000e-02, eta: 2 days, 1:18:44, time: 1.577, data_time: 0.125, memory: 5168, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.5191, loss: 2.5191 2020-06-18 02:32:40,160 - mmaction - INFO - Epoch [13][1180/1879] lr: 1.000e-02, eta: 2 days, 1:19:02, time: 1.209, data_time: 0.005, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9748, loss: 1.9748 2020-06-18 02:33:01,370 - mmaction - INFO - Epoch [13][1200/1879] lr: 1.000e-02, eta: 2 days, 1:18:34, time: 1.060, data_time: 0.031, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.3346, loss: 2.3346 2020-06-18 02:33:23,429 - mmaction - INFO - Epoch [13][1220/1879] lr: 1.000e-02, eta: 2 days, 1:18:18, time: 1.102, data_time: 0.019, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9910, loss: 1.9910 2020-06-18 02:33:41,838 - mmaction - INFO - Epoch [13][1240/1879] lr: 1.000e-02, eta: 2 days, 1:17:07, time: 0.920, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.2294, loss: 2.2294 2020-06-18 02:34:04,232 - mmaction - INFO - Epoch [13][1260/1879] lr: 1.000e-02, eta: 2 days, 1:16:58, time: 1.121, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0074, loss: 2.0074 2020-06-18 02:34:22,866 - mmaction - INFO - Epoch [13][1280/1879] lr: 1.000e-02, eta: 2 days, 1:15:50, time: 0.930, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3084, loss: 2.3084 2020-06-18 02:34:39,735 - mmaction - INFO - Epoch [13][1300/1879] lr: 1.000e-02, eta: 2 days, 1:14:16, time: 0.845, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.2203, loss: 2.2203 2020-06-18 02:35:01,985 - mmaction - INFO - Epoch [13][1320/1879] lr: 1.000e-02, eta: 2 days, 1:14:03, time: 1.111, data_time: 0.030, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.2604, loss: 2.2604 2020-06-18 02:35:17,910 - mmaction - INFO - Epoch [13][1340/1879] lr: 1.000e-02, eta: 2 days, 1:12:15, time: 0.797, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3905, loss: 2.3905 2020-06-18 02:35:37,153 - mmaction - INFO - Epoch [13][1360/1879] lr: 1.000e-02, eta: 2 days, 1:11:17, time: 0.961, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0922, loss: 2.0922 2020-06-18 02:35:56,840 - mmaction - INFO - Epoch [13][1380/1879] lr: 1.000e-02, eta: 2 days, 1:10:27, time: 0.986, data_time: 0.007, memory: 5168, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5089, loss: 2.5089 2020-06-18 02:36:18,559 - mmaction - INFO - Epoch [13][1400/1879] lr: 1.000e-02, eta: 2 days, 1:10:08, time: 1.086, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1859, loss: 2.1859 2020-06-18 02:36:38,846 - mmaction - INFO - Epoch [13][1420/1879] lr: 1.000e-02, eta: 2 days, 1:09:26, time: 1.013, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2269, loss: 2.2269 2020-06-18 02:36:58,330 - mmaction - INFO - Epoch [13][1440/1879] lr: 1.000e-02, eta: 2 days, 1:08:32, time: 0.974, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.9569, loss: 1.9569 2020-06-18 02:37:15,713 - mmaction - INFO - Epoch [13][1460/1879] lr: 1.000e-02, eta: 2 days, 1:07:08, time: 0.871, data_time: 0.188, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3394, loss: 2.3394 2020-06-18 02:37:32,150 - mmaction - INFO - Epoch [13][1480/1879] lr: 1.000e-02, eta: 2 days, 1:05:29, time: 0.821, data_time: 0.028, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9246, loss: 1.9246 2020-06-18 02:37:52,764 - mmaction - INFO - Epoch [13][1500/1879] lr: 1.000e-02, eta: 2 days, 1:04:53, time: 1.031, data_time: 0.029, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9855, loss: 1.9855 2020-06-18 02:38:11,373 - mmaction - INFO - Epoch [13][1520/1879] lr: 1.000e-02, eta: 2 days, 1:03:47, time: 0.931, data_time: 0.008, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.1190, loss: 2.1190 2020-06-18 02:38:29,848 - mmaction - INFO - Epoch [13][1540/1879] lr: 1.000e-02, eta: 2 days, 1:02:39, time: 0.924, data_time: 0.114, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1587, loss: 2.1587 2020-06-18 02:38:49,005 - mmaction - INFO - Epoch [13][1560/1879] lr: 1.000e-02, eta: 2 days, 1:01:41, time: 0.958, data_time: 0.008, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0549, loss: 2.0549 2020-06-18 02:39:04,024 - mmaction - INFO - Epoch [13][1580/1879] lr: 1.000e-02, eta: 2 days, 0:59:42, time: 0.751, data_time: 0.047, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2693, loss: 2.2693 2020-06-18 02:39:26,680 - mmaction - INFO - Epoch [13][1600/1879] lr: 1.000e-02, eta: 2 days, 0:59:37, time: 1.132, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1483, loss: 2.1483 2020-06-18 02:39:46,868 - mmaction - INFO - Epoch [13][1620/1879] lr: 1.000e-02, eta: 2 days, 0:58:56, time: 1.011, data_time: 0.142, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0562, loss: 2.0562 2020-06-18 02:40:02,105 - mmaction - INFO - Epoch [13][1640/1879] lr: 1.000e-02, eta: 2 days, 0:57:01, time: 0.762, data_time: 0.240, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2599, loss: 2.2599 2020-06-18 02:40:19,159 - mmaction - INFO - Epoch [13][1660/1879] lr: 1.000e-02, eta: 2 days, 0:55:33, time: 0.853, data_time: 0.028, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2457, loss: 2.2457 2020-06-18 02:40:42,839 - mmaction - INFO - Epoch [13][1680/1879] lr: 1.000e-02, eta: 2 days, 0:55:43, time: 1.183, data_time: 0.230, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1716, loss: 2.1716 2020-06-18 02:40:59,396 - mmaction - INFO - Epoch [13][1700/1879] lr: 1.000e-02, eta: 2 days, 0:54:09, time: 0.829, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0938, loss: 2.0938 2020-06-18 02:41:21,606 - mmaction - INFO - Epoch [13][1720/1879] lr: 1.000e-02, eta: 2 days, 0:53:57, time: 1.111, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1858, loss: 2.1858 2020-06-18 02:41:39,335 - mmaction - INFO - Epoch [13][1740/1879] lr: 1.000e-02, eta: 2 days, 0:52:40, time: 0.885, data_time: 0.026, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.1324, loss: 2.1324 2020-06-18 02:42:00,423 - mmaction - INFO - Epoch [13][1760/1879] lr: 1.000e-02, eta: 2 days, 0:52:12, time: 1.054, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2767, loss: 2.2767 2020-06-18 02:42:18,914 - mmaction - INFO - Epoch [13][1780/1879] lr: 1.000e-02, eta: 2 days, 0:51:06, time: 0.925, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9714, loss: 1.9714 2020-06-18 02:43:00,685 - mmaction - INFO - Epoch [13][1800/1879] lr: 1.000e-02, eta: 2 days, 0:55:41, time: 2.089, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2726, loss: 2.2726 2020-06-18 02:43:16,608 - mmaction - INFO - Epoch [13][1820/1879] lr: 1.000e-02, eta: 2 days, 0:53:58, time: 0.796, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.2242, loss: 2.2242 2020-06-18 02:43:41,994 - mmaction - INFO - Epoch [13][1840/1879] lr: 1.000e-02, eta: 2 days, 0:54:32, time: 1.269, data_time: 0.091, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9902, loss: 1.9902 2020-06-18 02:44:04,488 - mmaction - INFO - Epoch [13][1860/1879] lr: 1.000e-02, eta: 2 days, 0:54:25, time: 1.125, data_time: 0.018, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2188, loss: 2.2188 2020-06-18 02:44:24,856 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-06-18 02:47:16,978 - mmaction - INFO - Epoch [14][20/1879] lr: 1.000e-02, eta: 2 days, 1:25:00, time: 8.586, data_time: 5.952, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9863, loss: 1.9863 2020-06-18 02:47:56,070 - mmaction - INFO - Epoch [14][40/1879] lr: 1.000e-02, eta: 2 days, 1:28:49, time: 1.955, data_time: 0.005, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.2905, loss: 2.2905 2020-06-18 02:48:25,905 - mmaction - INFO - Epoch [14][60/1879] lr: 1.000e-02, eta: 2 days, 1:30:23, time: 1.492, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.1066, loss: 2.1066 2020-06-18 02:48:56,546 - mmaction - INFO - Epoch [14][80/1879] lr: 1.000e-02, eta: 2 days, 1:32:08, time: 1.531, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8639, loss: 1.8639 2020-06-18 02:49:27,879 - mmaction - INFO - Epoch [14][100/1879] lr: 1.000e-02, eta: 2 days, 1:34:03, time: 1.568, data_time: 0.002, memory: 5168, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.4774, loss: 2.4774 2020-06-18 02:49:57,453 - mmaction - INFO - Epoch [14][120/1879] lr: 1.000e-02, eta: 2 days, 1:35:32, time: 1.479, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9824, loss: 1.9824 2020-06-18 02:50:17,932 - mmaction - INFO - Epoch [14][140/1879] lr: 1.000e-02, eta: 2 days, 1:34:50, time: 1.022, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1362, loss: 2.1362 2020-06-18 02:50:41,680 - mmaction - INFO - Epoch [14][160/1879] lr: 1.000e-02, eta: 2 days, 1:34:55, time: 1.189, data_time: 0.005, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9451, loss: 1.9451 2020-06-18 02:50:58,775 - mmaction - INFO - Epoch [14][180/1879] lr: 1.000e-02, eta: 2 days, 1:33:25, time: 0.854, data_time: 0.265, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3250, loss: 2.3250 2020-06-18 02:51:15,759 - mmaction - INFO - Epoch [14][200/1879] lr: 1.000e-02, eta: 2 days, 1:31:54, time: 0.849, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2249, loss: 2.2249 2020-06-18 02:51:35,206 - mmaction - INFO - Epoch [14][220/1879] lr: 1.000e-02, eta: 2 days, 1:30:59, time: 0.973, data_time: 0.027, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7438, loss_cls: 2.0191, loss: 2.0191 2020-06-18 02:51:56,113 - mmaction - INFO - Epoch [14][240/1879] lr: 1.000e-02, eta: 2 days, 1:30:23, time: 1.045, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0086, loss: 2.0086 2020-06-18 02:52:15,793 - mmaction - INFO - Epoch [14][260/1879] lr: 1.000e-02, eta: 2 days, 1:29:31, time: 0.984, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1353, loss: 2.1353 2020-06-18 02:52:36,380 - mmaction - INFO - Epoch [14][280/1879] lr: 1.000e-02, eta: 2 days, 1:28:52, time: 1.029, data_time: 0.010, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2473, loss: 2.2473 2020-06-18 02:52:56,393 - mmaction - INFO - Epoch [14][300/1879] lr: 1.000e-02, eta: 2 days, 1:28:04, time: 0.999, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0030, loss: 2.0030 2020-06-18 02:53:13,170 - mmaction - INFO - Epoch [14][320/1879] lr: 1.000e-02, eta: 2 days, 1:26:31, time: 0.841, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9096, loss: 1.9096 2020-06-18 02:53:34,786 - mmaction - INFO - Epoch [14][340/1879] lr: 1.000e-02, eta: 2 days, 1:26:07, time: 1.081, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.9722, loss: 1.9722 2020-06-18 02:53:52,835 - mmaction - INFO - Epoch [14][360/1879] lr: 1.000e-02, eta: 2 days, 1:24:52, time: 0.902, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0780, loss: 2.0780 2020-06-18 02:54:13,423 - mmaction - INFO - Epoch [14][380/1879] lr: 1.000e-02, eta: 2 days, 1:24:13, time: 1.029, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1876, loss: 2.1876 2020-06-18 02:54:36,964 - mmaction - INFO - Epoch [14][400/1879] lr: 1.000e-02, eta: 2 days, 1:24:15, time: 1.178, data_time: 0.008, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.9043, loss: 1.9043 2020-06-18 02:54:59,613 - mmaction - INFO - Epoch [14][420/1879] lr: 1.000e-02, eta: 2 days, 1:24:05, time: 1.132, data_time: 0.110, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.9762, loss: 1.9762 2020-06-18 02:55:18,695 - mmaction - INFO - Epoch [14][440/1879] lr: 1.000e-02, eta: 2 days, 1:23:05, time: 0.955, data_time: 0.030, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 2.0576, loss: 2.0576 2020-06-18 02:55:40,478 - mmaction - INFO - Epoch [14][460/1879] lr: 1.000e-02, eta: 2 days, 1:22:43, time: 1.089, data_time: 0.104, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4714, loss: 2.4714 2020-06-18 02:56:00,803 - mmaction - INFO - Epoch [14][480/1879] lr: 1.000e-02, eta: 2 days, 1:22:01, time: 1.016, data_time: 0.213, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3451, loss: 2.3451 2020-06-18 02:56:21,453 - mmaction - INFO - Epoch [14][500/1879] lr: 1.000e-02, eta: 2 days, 1:21:22, time: 1.030, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0507, loss: 2.0507 2020-06-18 02:56:47,043 - mmaction - INFO - Epoch [14][520/1879] lr: 1.000e-02, eta: 2 days, 1:21:53, time: 1.282, data_time: 0.003, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0106, loss: 2.0106 2020-06-18 02:57:08,978 - mmaction - INFO - Epoch [14][540/1879] lr: 1.000e-02, eta: 2 days, 1:21:33, time: 1.097, data_time: 0.000, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.2260, loss: 2.2260 2020-06-18 02:57:44,426 - mmaction - INFO - Epoch [14][560/1879] lr: 1.000e-02, eta: 2 days, 1:24:19, time: 1.771, data_time: 0.240, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.1315, loss: 2.1315 2020-06-18 02:58:16,008 - mmaction - INFO - Epoch [14][580/1879] lr: 1.000e-02, eta: 2 days, 1:26:11, time: 1.579, data_time: 0.445, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.2468, loss: 2.2468 2020-06-18 02:58:40,214 - mmaction - INFO - Epoch [14][600/1879] lr: 1.000e-02, eta: 2 days, 1:26:22, time: 1.212, data_time: 0.043, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 2.0006, loss: 2.0006 2020-06-18 02:59:11,198 - mmaction - INFO - Epoch [14][620/1879] lr: 1.000e-02, eta: 2 days, 1:28:05, time: 1.549, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 1.9632, loss: 1.9632 2020-06-18 02:59:46,272 - mmaction - INFO - Epoch [14][640/1879] lr: 1.000e-02, eta: 2 days, 1:30:43, time: 1.752, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0298, loss: 2.0298 2020-06-18 03:00:09,726 - mmaction - INFO - Epoch [14][660/1879] lr: 1.000e-02, eta: 2 days, 1:30:43, time: 1.173, data_time: 0.269, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3671, loss: 2.3671 2020-06-18 03:00:38,907 - mmaction - INFO - Epoch [14][680/1879] lr: 1.000e-02, eta: 2 days, 1:32:00, time: 1.458, data_time: 0.004, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3775, loss: 2.3775 2020-06-18 03:01:06,782 - mmaction - INFO - Epoch [14][700/1879] lr: 1.000e-02, eta: 2 days, 1:32:59, time: 1.396, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9056, loss: 1.9056 2020-06-18 03:01:27,644 - mmaction - INFO - Epoch [14][720/1879] lr: 1.000e-02, eta: 2 days, 1:32:23, time: 1.043, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1516, loss: 2.1516 2020-06-18 03:01:48,662 - mmaction - INFO - Epoch [14][740/1879] lr: 1.000e-02, eta: 2 days, 1:31:49, time: 1.049, data_time: 0.212, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0896, loss: 2.0896 2020-06-18 03:02:06,084 - mmaction - INFO - Epoch [14][760/1879] lr: 1.000e-02, eta: 2 days, 1:30:26, time: 0.871, data_time: 0.261, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0140, loss: 2.0140 2020-06-18 03:02:22,007 - mmaction - INFO - Epoch [14][780/1879] lr: 1.000e-02, eta: 2 days, 1:28:43, time: 0.796, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9335, loss: 1.9335 2020-06-18 03:02:40,317 - mmaction - INFO - Epoch [14][800/1879] lr: 1.000e-02, eta: 2 days, 1:27:33, time: 0.916, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2272, loss: 2.2272 2020-06-18 03:03:01,024 - mmaction - INFO - Epoch [14][820/1879] lr: 1.000e-02, eta: 2 days, 1:26:55, time: 1.035, data_time: 0.217, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9662, loss: 1.9662 2020-06-18 03:03:21,608 - mmaction - INFO - Epoch [14][840/1879] lr: 1.000e-02, eta: 2 days, 1:26:16, time: 1.030, data_time: 0.168, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.2829, loss: 2.2829 2020-06-18 03:03:38,294 - mmaction - INFO - Epoch [14][860/1879] lr: 1.000e-02, eta: 2 days, 1:24:45, time: 0.836, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.3714, loss: 2.3714 2020-06-18 03:03:56,295 - mmaction - INFO - Epoch [14][880/1879] lr: 1.000e-02, eta: 2 days, 1:23:31, time: 0.900, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2042, loss: 2.2042 2020-06-18 03:04:17,305 - mmaction - INFO - Epoch [14][900/1879] lr: 1.000e-02, eta: 2 days, 1:22:58, time: 1.051, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.2585, loss: 2.2585 2020-06-18 03:04:39,647 - mmaction - INFO - Epoch [14][920/1879] lr: 1.000e-02, eta: 2 days, 1:22:42, time: 1.117, data_time: 0.077, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8499, loss: 1.8499 2020-06-18 03:04:58,459 - mmaction - INFO - Epoch [14][940/1879] lr: 1.000e-02, eta: 2 days, 1:21:39, time: 0.941, data_time: 0.174, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2442, loss: 2.2442 2020-06-18 03:05:12,654 - mmaction - INFO - Epoch [14][960/1879] lr: 1.000e-02, eta: 2 days, 1:19:35, time: 0.709, data_time: 0.124, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9386, loss: 1.9386 2020-06-18 03:05:33,822 - mmaction - INFO - Epoch [14][980/1879] lr: 1.000e-02, eta: 2 days, 1:19:05, time: 1.059, data_time: 0.215, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3327, loss: 2.3327 2020-06-18 03:05:50,664 - mmaction - INFO - Epoch [14][1000/1879] lr: 1.000e-02, eta: 2 days, 1:17:36, time: 0.842, data_time: 0.038, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8125, loss_cls: 2.0361, loss: 2.0361 2020-06-18 03:06:10,212 - mmaction - INFO - Epoch [14][1020/1879] lr: 1.000e-02, eta: 2 days, 1:16:44, time: 0.978, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1895, loss: 2.1895 2020-06-18 03:06:28,912 - mmaction - INFO - Epoch [14][1040/1879] lr: 1.000e-02, eta: 2 days, 1:15:41, time: 0.934, data_time: 0.189, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0746, loss: 2.0746 2020-06-18 03:06:48,923 - mmaction - INFO - Epoch [14][1060/1879] lr: 1.000e-02, eta: 2 days, 1:14:55, time: 1.001, data_time: 0.002, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1501, loss: 2.1501 2020-06-18 03:07:01,206 - mmaction - INFO - Epoch [14][1080/1879] lr: 1.000e-02, eta: 2 days, 1:12:27, time: 0.613, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.2082, loss: 2.2082 2020-06-18 03:07:20,838 - mmaction - INFO - Epoch [14][1100/1879] lr: 1.000e-02, eta: 2 days, 1:11:37, time: 0.983, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1675, loss: 2.1675 2020-06-18 03:07:40,872 - mmaction - INFO - Epoch [14][1120/1879] lr: 1.000e-02, eta: 2 days, 1:10:52, time: 1.002, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2434, loss: 2.2434 2020-06-18 03:08:02,697 - mmaction - INFO - Epoch [14][1140/1879] lr: 1.000e-02, eta: 2 days, 1:10:30, time: 1.091, data_time: 0.076, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.2414, loss: 2.2414 2020-06-18 03:08:16,805 - mmaction - INFO - Epoch [14][1160/1879] lr: 1.000e-02, eta: 2 days, 1:08:28, time: 0.706, data_time: 0.058, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7562, loss_cls: 2.2110, loss: 2.2110 2020-06-18 03:08:37,400 - mmaction - INFO - Epoch [14][1180/1879] lr: 1.000e-02, eta: 2 days, 1:07:51, time: 1.030, data_time: 0.291, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1597, loss: 2.1597 2020-06-18 03:08:54,591 - mmaction - INFO - Epoch [14][1200/1879] lr: 1.000e-02, eta: 2 days, 1:06:29, time: 0.859, data_time: 0.048, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2052, loss: 2.2052 2020-06-18 03:09:13,432 - mmaction - INFO - Epoch [14][1220/1879] lr: 1.000e-02, eta: 2 days, 1:05:29, time: 0.940, data_time: 0.004, memory: 5168, top1_acc: 0.3937, top5_acc: 0.7125, loss_cls: 2.3823, loss: 2.3823 2020-06-18 03:09:28,006 - mmaction - INFO - Epoch [14][1240/1879] lr: 1.000e-02, eta: 2 days, 1:03:33, time: 0.729, data_time: 0.045, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7500, loss_cls: 2.0012, loss: 2.0012 2020-06-18 03:09:46,651 - mmaction - INFO - Epoch [14][1260/1879] lr: 1.000e-02, eta: 2 days, 1:02:31, time: 0.933, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2451, loss: 2.2451 2020-06-18 03:10:01,473 - mmaction - INFO - Epoch [14][1280/1879] lr: 1.000e-02, eta: 2 days, 1:00:40, time: 0.741, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1546, loss: 2.1546 2020-06-18 03:10:18,363 - mmaction - INFO - Epoch [14][1300/1879] lr: 1.000e-02, eta: 2 days, 0:59:15, time: 0.845, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.8642, loss: 1.8642 2020-06-18 03:10:41,757 - mmaction - INFO - Epoch [14][1320/1879] lr: 1.000e-02, eta: 2 days, 0:59:15, time: 1.169, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0565, loss: 2.0565 2020-06-18 03:11:02,773 - mmaction - INFO - Epoch [14][1340/1879] lr: 1.000e-02, eta: 2 days, 0:58:44, time: 1.051, data_time: 0.185, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1517, loss: 2.1517 2020-06-18 03:11:22,832 - mmaction - INFO - Epoch [14][1360/1879] lr: 1.000e-02, eta: 2 days, 0:58:00, time: 1.003, data_time: 0.025, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2934, loss: 2.2934 2020-06-18 03:11:44,786 - mmaction - INFO - Epoch [14][1380/1879] lr: 1.000e-02, eta: 2 days, 0:57:41, time: 1.098, data_time: 0.272, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0379, loss: 2.0379 2020-06-18 03:12:04,218 - mmaction - INFO - Epoch [14][1400/1879] lr: 1.000e-02, eta: 2 days, 0:56:50, time: 0.971, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7875, loss_cls: 2.0908, loss: 2.0908 2020-06-18 03:12:23,503 - mmaction - INFO - Epoch [14][1420/1879] lr: 1.000e-02, eta: 2 days, 0:55:57, time: 0.965, data_time: 0.009, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2590, loss: 2.2590 2020-06-18 03:12:39,175 - mmaction - INFO - Epoch [14][1440/1879] lr: 1.000e-02, eta: 2 days, 0:54:17, time: 0.783, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0247, loss: 2.0247 2020-06-18 03:12:59,780 - mmaction - INFO - Epoch [14][1460/1879] lr: 1.000e-02, eta: 2 days, 0:53:41, time: 1.030, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.4165, loss: 2.4165 2020-06-18 03:13:17,932 - mmaction - INFO - Epoch [14][1480/1879] lr: 1.000e-02, eta: 2 days, 0:52:34, time: 0.908, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3104, loss: 2.3104 2020-06-18 03:13:41,540 - mmaction - INFO - Epoch [14][1500/1879] lr: 1.000e-02, eta: 2 days, 0:52:36, time: 1.180, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8488, loss: 1.8488 2020-06-18 03:14:02,635 - mmaction - INFO - Epoch [14][1520/1879] lr: 1.000e-02, eta: 2 days, 0:52:07, time: 1.055, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0332, loss: 2.0332 2020-06-18 03:14:27,114 - mmaction - INFO - Epoch [14][1540/1879] lr: 1.000e-02, eta: 2 days, 0:52:19, time: 1.223, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9948, loss: 1.9948 2020-06-18 03:14:52,046 - mmaction - INFO - Epoch [14][1560/1879] lr: 1.000e-02, eta: 2 days, 0:52:38, time: 1.248, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7438, loss_cls: 2.0214, loss: 2.0214 2020-06-18 03:15:19,791 - mmaction - INFO - Epoch [14][1580/1879] lr: 1.000e-02, eta: 2 days, 0:53:32, time: 1.385, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1913, loss: 2.1913 2020-06-18 03:15:50,922 - mmaction - INFO - Epoch [14][1600/1879] lr: 1.000e-02, eta: 2 days, 0:55:09, time: 1.558, data_time: 0.138, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6687, loss_cls: 2.5166, loss: 2.5166 2020-06-18 03:16:17,606 - mmaction - INFO - Epoch [14][1620/1879] lr: 1.000e-02, eta: 2 days, 0:55:48, time: 1.333, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3561, loss: 2.3561 2020-06-18 03:16:55,300 - mmaction - INFO - Epoch [14][1640/1879] lr: 1.000e-02, eta: 2 days, 0:58:46, time: 1.885, data_time: 0.003, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3653, loss: 2.3653 2020-06-18 03:17:11,197 - mmaction - INFO - Epoch [14][1660/1879] lr: 1.000e-02, eta: 2 days, 0:57:11, time: 0.796, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9674, loss: 1.9674 2020-06-18 03:17:33,758 - mmaction - INFO - Epoch [14][1680/1879] lr: 1.000e-02, eta: 2 days, 0:56:59, time: 1.128, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9032, loss: 1.9032 2020-06-18 03:17:53,634 - mmaction - INFO - Epoch [14][1700/1879] lr: 1.000e-02, eta: 2 days, 0:56:13, time: 0.992, data_time: 0.000, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.0600, loss: 2.0600 2020-06-18 03:18:19,031 - mmaction - INFO - Epoch [14][1720/1879] lr: 1.000e-02, eta: 2 days, 0:56:36, time: 1.270, data_time: 0.022, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2400, loss: 2.2400 2020-06-18 03:18:57,020 - mmaction - INFO - Epoch [14][1740/1879] lr: 1.000e-02, eta: 2 days, 0:59:36, time: 1.900, data_time: 0.120, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6160, loss: 1.6160 2020-06-18 03:19:12,187 - mmaction - INFO - Epoch [14][1760/1879] lr: 1.000e-02, eta: 2 days, 0:57:52, time: 0.759, data_time: 0.035, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0816, loss: 2.0816 2020-06-18 03:19:23,470 - mmaction - INFO - Epoch [14][1780/1879] lr: 1.000e-02, eta: 2 days, 0:55:19, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.2145, loss: 2.2145 2020-06-18 03:19:36,365 - mmaction - INFO - Epoch [14][1800/1879] lr: 1.000e-02, eta: 2 days, 0:53:08, time: 0.646, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3218, loss: 2.3218 2020-06-18 03:20:00,742 - mmaction - INFO - Epoch [14][1820/1879] lr: 1.000e-02, eta: 2 days, 0:53:18, time: 1.218, data_time: 0.000, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1569, loss: 2.1569 2020-06-18 03:20:23,528 - mmaction - INFO - Epoch [14][1840/1879] lr: 1.000e-02, eta: 2 days, 0:53:09, time: 1.140, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.2197, loss: 2.2197 2020-06-18 03:20:51,682 - mmaction - INFO - Epoch [14][1860/1879] lr: 1.000e-02, eta: 2 days, 0:54:06, time: 1.408, data_time: 0.096, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3486, loss: 2.3486 2020-06-18 03:21:18,851 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-06-18 03:24:20,811 - mmaction - INFO - Epoch [15][20/1879] lr: 1.000e-02, eta: 2 days, 1:21:45, time: 9.060, data_time: 6.747, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.3287, loss: 2.3287 2020-06-18 03:25:08,498 - mmaction - INFO - Epoch [15][40/1879] lr: 1.000e-02, eta: 2 days, 1:26:37, time: 2.384, data_time: 0.159, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 2.0181, loss: 2.0181 2020-06-18 03:25:44,808 - mmaction - INFO - Epoch [15][60/1879] lr: 1.000e-02, eta: 2 days, 1:29:10, time: 1.816, data_time: 0.043, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1361, loss: 2.1361 2020-06-18 03:26:06,005 - mmaction - INFO - Epoch [15][80/1879] lr: 1.000e-02, eta: 2 days, 1:28:38, time: 1.061, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7188, loss_cls: 2.1452, loss: 2.1452 2020-06-18 03:26:34,228 - mmaction - INFO - Epoch [15][100/1879] lr: 1.000e-02, eta: 2 days, 1:29:31, time: 1.410, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 1.9638, loss: 1.9638 2020-06-18 03:26:47,939 - mmaction - INFO - Epoch [15][120/1879] lr: 1.000e-02, eta: 2 days, 1:27:27, time: 0.686, data_time: 0.266, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2827, loss: 2.2827 2020-06-18 03:27:10,276 - mmaction - INFO - Epoch [15][140/1879] lr: 1.000e-02, eta: 2 days, 1:27:08, time: 1.117, data_time: 0.297, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1456, loss: 2.1456 2020-06-18 03:27:30,951 - mmaction - INFO - Epoch [15][160/1879] lr: 1.000e-02, eta: 2 days, 1:26:29, time: 1.033, data_time: 0.158, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.1083, loss: 2.1083 2020-06-18 03:27:51,305 - mmaction - INFO - Epoch [15][180/1879] lr: 1.000e-02, eta: 2 days, 1:25:47, time: 1.017, data_time: 0.429, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1839, loss: 2.1839 2020-06-18 03:28:07,226 - mmaction - INFO - Epoch [15][200/1879] lr: 1.000e-02, eta: 2 days, 1:24:11, time: 0.797, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7500, loss_cls: 2.0069, loss: 2.0069 2020-06-18 03:28:29,396 - mmaction - INFO - Epoch [15][220/1879] lr: 1.000e-02, eta: 2 days, 1:23:50, time: 1.108, data_time: 0.316, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1974, loss: 2.1974 2020-06-18 03:28:45,887 - mmaction - INFO - Epoch [15][240/1879] lr: 1.000e-02, eta: 2 days, 1:22:22, time: 0.824, data_time: 0.021, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2780, loss: 2.2780 2020-06-18 03:29:05,495 - mmaction - INFO - Epoch [15][260/1879] lr: 1.000e-02, eta: 2 days, 1:21:30, time: 0.980, data_time: 0.265, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4665, loss: 2.4665 2020-06-18 03:29:24,214 - mmaction - INFO - Epoch [15][280/1879] lr: 1.000e-02, eta: 2 days, 1:20:28, time: 0.936, data_time: 0.158, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 2.0337, loss: 2.0337 2020-06-18 03:29:43,297 - mmaction - INFO - Epoch [15][300/1879] lr: 1.000e-02, eta: 2 days, 1:19:31, time: 0.954, data_time: 0.001, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3339, loss: 2.3339 2020-06-18 03:29:59,936 - mmaction - INFO - Epoch [15][320/1879] lr: 1.000e-02, eta: 2 days, 1:18:05, time: 0.832, data_time: 0.099, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 2.0974, loss: 2.0974 2020-06-18 03:30:19,174 - mmaction - INFO - Epoch [15][340/1879] lr: 1.000e-02, eta: 2 days, 1:17:09, time: 0.960, data_time: 0.416, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2207, loss: 2.2207 2020-06-18 03:30:36,683 - mmaction - INFO - Epoch [15][360/1879] lr: 1.000e-02, eta: 2 days, 1:15:54, time: 0.878, data_time: 0.004, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9385, loss: 1.9385 2020-06-18 03:30:58,830 - mmaction - INFO - Epoch [15][380/1879] lr: 1.000e-02, eta: 2 days, 1:15:34, time: 1.108, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0895, loss: 2.0895 2020-06-18 03:31:19,492 - mmaction - INFO - Epoch [15][400/1879] lr: 1.000e-02, eta: 2 days, 1:14:56, time: 1.032, data_time: 0.171, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7681, loss: 1.7681 2020-06-18 03:31:34,875 - mmaction - INFO - Epoch [15][420/1879] lr: 1.000e-02, eta: 2 days, 1:13:16, time: 0.770, data_time: 0.099, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2035, loss: 2.2035 2020-06-18 03:31:52,113 - mmaction - INFO - Epoch [15][440/1879] lr: 1.000e-02, eta: 2 days, 1:11:57, time: 0.861, data_time: 0.076, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.2454, loss: 2.2454 2020-06-18 03:32:17,055 - mmaction - INFO - Epoch [15][460/1879] lr: 1.000e-02, eta: 2 days, 1:12:10, time: 1.247, data_time: 0.338, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 2.0332, loss: 2.0332 2020-06-18 03:32:35,544 - mmaction - INFO - Epoch [15][480/1879] lr: 1.000e-02, eta: 2 days, 1:11:06, time: 0.923, data_time: 0.111, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.2037, loss: 2.2037 2020-06-18 03:32:55,832 - mmaction - INFO - Epoch [15][500/1879] lr: 1.000e-02, eta: 2 days, 1:10:25, time: 1.017, data_time: 0.004, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0598, loss: 2.0598 2020-06-18 03:33:11,641 - mmaction - INFO - Epoch [15][520/1879] lr: 1.000e-02, eta: 2 days, 1:08:50, time: 0.790, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3801, loss: 2.3801 2020-06-18 03:33:34,617 - mmaction - INFO - Epoch [15][540/1879] lr: 1.000e-02, eta: 2 days, 1:08:40, time: 1.149, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7188, loss_cls: 2.0588, loss: 2.0588 2020-06-18 03:33:51,805 - mmaction - INFO - Epoch [15][560/1879] lr: 1.000e-02, eta: 2 days, 1:07:22, time: 0.858, data_time: 0.009, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1914, loss: 2.1914 2020-06-18 03:34:08,978 - mmaction - INFO - Epoch [15][580/1879] lr: 1.000e-02, eta: 2 days, 1:06:04, time: 0.860, data_time: 0.050, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9908, loss: 1.9908 2020-06-18 03:34:28,350 - mmaction - INFO - Epoch [15][600/1879] lr: 1.000e-02, eta: 2 days, 1:05:11, time: 0.968, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2064, loss: 2.2064 2020-06-18 03:34:50,646 - mmaction - INFO - Epoch [15][620/1879] lr: 1.000e-02, eta: 2 days, 1:04:54, time: 1.115, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.4095, loss: 2.4095 2020-06-18 03:35:10,207 - mmaction - INFO - Epoch [15][640/1879] lr: 1.000e-02, eta: 2 days, 1:04:04, time: 0.978, data_time: 0.015, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1491, loss: 2.1491 2020-06-18 03:35:30,513 - mmaction - INFO - Epoch [15][660/1879] lr: 1.000e-02, eta: 2 days, 1:03:23, time: 1.015, data_time: 0.134, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.2842, loss: 2.2842 2020-06-18 03:35:55,217 - mmaction - INFO - Epoch [15][680/1879] lr: 1.000e-02, eta: 2 days, 1:03:33, time: 1.237, data_time: 0.344, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3310, loss: 2.3310 2020-06-18 03:36:11,976 - mmaction - INFO - Epoch [15][700/1879] lr: 1.000e-02, eta: 2 days, 1:02:10, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0895, loss: 2.0895 2020-06-18 03:36:33,613 - mmaction - INFO - Epoch [15][720/1879] lr: 1.000e-02, eta: 2 days, 1:01:45, time: 1.081, data_time: 0.518, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.1005, loss: 2.1005 2020-06-18 03:36:48,179 - mmaction - INFO - Epoch [15][740/1879] lr: 1.000e-02, eta: 2 days, 0:59:58, time: 0.729, data_time: 0.050, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.1891, loss: 2.1891 2020-06-18 03:37:11,794 - mmaction - INFO - Epoch [15][760/1879] lr: 1.000e-02, eta: 2 days, 0:59:55, time: 1.180, data_time: 0.383, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.1789, loss: 2.1789 2020-06-18 03:37:28,349 - mmaction - INFO - Epoch [15][780/1879] lr: 1.000e-02, eta: 2 days, 0:58:31, time: 0.829, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.1346, loss: 2.1346 2020-06-18 03:37:50,379 - mmaction - INFO - Epoch [15][800/1879] lr: 1.000e-02, eta: 2 days, 0:58:10, time: 1.101, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.3031, loss: 2.3031 2020-06-18 03:38:17,062 - mmaction - INFO - Epoch [15][820/1879] lr: 1.000e-02, eta: 2 days, 0:58:43, time: 1.335, data_time: 0.036, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1152, loss: 2.1152 2020-06-18 03:38:34,254 - mmaction - INFO - Epoch [15][840/1879] lr: 1.000e-02, eta: 2 days, 0:57:27, time: 0.859, data_time: 0.045, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7438, loss_cls: 2.0373, loss: 2.0373 2020-06-18 03:38:51,772 - mmaction - INFO - Epoch [15][860/1879] lr: 1.000e-02, eta: 2 days, 0:56:14, time: 0.874, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1946, loss: 2.1946 2020-06-18 03:39:07,572 - mmaction - INFO - Epoch [15][880/1879] lr: 1.000e-02, eta: 2 days, 0:54:42, time: 0.790, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 1.9743, loss: 1.9743 2020-06-18 03:39:25,373 - mmaction - INFO - Epoch [15][900/1879] lr: 1.000e-02, eta: 2 days, 0:53:34, time: 0.892, data_time: 0.295, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9385, loss: 1.9385 2020-06-18 03:39:41,123 - mmaction - INFO - Epoch [15][920/1879] lr: 1.000e-02, eta: 2 days, 0:52:01, time: 0.784, data_time: 0.109, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9603, loss: 1.9603 2020-06-18 03:40:08,490 - mmaction - INFO - Epoch [15][940/1879] lr: 1.000e-02, eta: 2 days, 0:52:42, time: 1.370, data_time: 0.003, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.1457, loss: 2.1457 2020-06-18 03:40:29,306 - mmaction - INFO - Epoch [15][960/1879] lr: 1.000e-02, eta: 2 days, 0:52:07, time: 1.041, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.1464, loss: 2.1464 2020-06-18 03:40:58,427 - mmaction - INFO - Epoch [15][980/1879] lr: 1.000e-02, eta: 2 days, 0:53:07, time: 1.456, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0891, loss: 2.0891 2020-06-18 03:41:15,529 - mmaction - INFO - Epoch [15][1000/1879] lr: 1.000e-02, eta: 2 days, 0:51:51, time: 0.854, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8877, loss: 1.8877 2020-06-18 03:41:38,099 - mmaction - INFO - Epoch [15][1020/1879] lr: 1.000e-02, eta: 2 days, 0:51:37, time: 1.130, data_time: 0.237, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3510, loss: 2.3510 2020-06-18 03:41:53,865 - mmaction - INFO - Epoch [15][1040/1879] lr: 1.000e-02, eta: 2 days, 0:50:05, time: 0.788, data_time: 0.020, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.9665, loss: 1.9665 2020-06-18 03:42:16,831 - mmaction - INFO - Epoch [15][1060/1879] lr: 1.000e-02, eta: 2 days, 0:49:55, time: 1.148, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9157, loss: 1.9157 2020-06-18 03:42:35,441 - mmaction - INFO - Epoch [15][1080/1879] lr: 1.000e-02, eta: 2 days, 0:48:56, time: 0.929, data_time: 0.260, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2939, loss: 2.2939 2020-06-18 03:42:54,437 - mmaction - INFO - Epoch [15][1100/1879] lr: 1.000e-02, eta: 2 days, 0:48:02, time: 0.951, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.3187, loss: 2.3187 2020-06-18 03:43:12,157 - mmaction - INFO - Epoch [15][1120/1879] lr: 1.000e-02, eta: 2 days, 0:46:53, time: 0.886, data_time: 0.227, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3674, loss: 2.3674 2020-06-18 03:43:36,910 - mmaction - INFO - Epoch [15][1140/1879] lr: 1.000e-02, eta: 2 days, 0:47:03, time: 1.237, data_time: 0.184, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3204, loss: 2.3204 2020-06-18 03:44:04,399 - mmaction - INFO - Epoch [15][1160/1879] lr: 1.000e-02, eta: 2 days, 0:47:44, time: 1.374, data_time: 0.061, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1820, loss: 2.1820 2020-06-18 03:44:24,290 - mmaction - INFO - Epoch [15][1180/1879] lr: 1.000e-02, eta: 2 days, 0:46:59, time: 0.994, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9894, loss: 1.9894 2020-06-18 03:44:48,904 - mmaction - INFO - Epoch [15][1200/1879] lr: 1.000e-02, eta: 2 days, 0:47:08, time: 1.231, data_time: 0.041, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1867, loss: 2.1867 2020-06-18 03:45:10,801 - mmaction - INFO - Epoch [15][1220/1879] lr: 1.000e-02, eta: 2 days, 0:46:46, time: 1.095, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.6687, loss_cls: 2.2335, loss: 2.2335 2020-06-18 03:45:26,479 - mmaction - INFO - Epoch [15][1240/1879] lr: 1.000e-02, eta: 2 days, 0:45:15, time: 0.784, data_time: 0.356, memory: 5168, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3812, loss: 2.3812 2020-06-18 03:45:49,616 - mmaction - INFO - Epoch [15][1260/1879] lr: 1.000e-02, eta: 2 days, 0:45:06, time: 1.156, data_time: 0.219, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2744, loss: 2.2744 2020-06-18 03:46:04,999 - mmaction - INFO - Epoch [15][1280/1879] lr: 1.000e-02, eta: 2 days, 0:43:33, time: 0.771, data_time: 0.003, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.2903, loss: 2.2903 2020-06-18 03:46:22,706 - mmaction - INFO - Epoch [15][1300/1879] lr: 1.000e-02, eta: 2 days, 0:42:25, time: 0.885, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1460, loss: 2.1460 2020-06-18 03:46:41,147 - mmaction - INFO - Epoch [15][1320/1879] lr: 1.000e-02, eta: 2 days, 0:41:25, time: 0.922, data_time: 0.248, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1488, loss: 2.1488 2020-06-18 03:47:05,978 - mmaction - INFO - Epoch [15][1340/1879] lr: 1.000e-02, eta: 2 days, 0:41:36, time: 1.242, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3013, loss: 2.3013 2020-06-18 03:47:21,892 - mmaction - INFO - Epoch [15][1360/1879] lr: 1.000e-02, eta: 2 days, 0:40:08, time: 0.795, data_time: 0.000, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7562, loss_cls: 2.2535, loss: 2.2535 2020-06-18 03:47:42,027 - mmaction - INFO - Epoch [15][1380/1879] lr: 1.000e-02, eta: 2 days, 0:39:27, time: 1.007, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1165, loss: 2.1165 2020-06-18 03:48:01,097 - mmaction - INFO - Epoch [15][1400/1879] lr: 1.000e-02, eta: 2 days, 0:38:34, time: 0.953, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1523, loss: 2.1523 2020-06-18 03:48:24,417 - mmaction - INFO - Epoch [15][1420/1879] lr: 1.000e-02, eta: 2 days, 0:38:28, time: 1.164, data_time: 0.230, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.2666, loss: 2.2666 2020-06-18 03:48:42,801 - mmaction - INFO - Epoch [15][1440/1879] lr: 1.000e-02, eta: 2 days, 0:37:28, time: 0.920, data_time: 0.016, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.1305, loss: 2.1305 2020-06-18 03:49:09,545 - mmaction - INFO - Epoch [15][1460/1879] lr: 1.000e-02, eta: 2 days, 0:38:00, time: 1.337, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1475, loss: 2.1475 2020-06-18 03:49:23,000 - mmaction - INFO - Epoch [15][1480/1879] lr: 1.000e-02, eta: 2 days, 0:36:06, time: 0.674, data_time: 0.021, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.2607, loss: 2.2607 2020-06-18 03:49:47,181 - mmaction - INFO - Epoch [15][1500/1879] lr: 1.000e-02, eta: 2 days, 0:36:08, time: 1.202, data_time: 0.000, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.4142, loss: 2.4142 2020-06-18 03:50:03,496 - mmaction - INFO - Epoch [15][1520/1879] lr: 1.000e-02, eta: 2 days, 0:34:47, time: 0.822, data_time: 0.041, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0845, loss: 2.0845 2020-06-18 03:50:22,660 - mmaction - INFO - Epoch [15][1540/1879] lr: 1.000e-02, eta: 2 days, 0:33:56, time: 0.959, data_time: 0.273, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8824, loss: 1.8824 2020-06-18 03:50:47,882 - mmaction - INFO - Epoch [15][1560/1879] lr: 1.000e-02, eta: 2 days, 0:34:11, time: 1.261, data_time: 0.097, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2117, loss: 2.2117 2020-06-18 03:51:02,425 - mmaction - INFO - Epoch [15][1580/1879] lr: 1.000e-02, eta: 2 days, 0:32:29, time: 0.725, data_time: 0.044, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.4814, loss: 2.4814 2020-06-18 03:51:22,014 - mmaction - INFO - Epoch [15][1600/1879] lr: 1.000e-02, eta: 2 days, 0:31:43, time: 0.980, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1127, loss: 2.1127 2020-06-18 03:51:40,899 - mmaction - INFO - Epoch [15][1620/1879] lr: 1.000e-02, eta: 2 days, 0:30:50, time: 0.945, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0560, loss: 2.0560 2020-06-18 03:51:58,271 - mmaction - INFO - Epoch [15][1640/1879] lr: 1.000e-02, eta: 2 days, 0:29:39, time: 0.867, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4131, loss: 2.4131 2020-06-18 03:52:14,264 - mmaction - INFO - Epoch [15][1660/1879] lr: 1.000e-02, eta: 2 days, 0:28:15, time: 0.801, data_time: 0.034, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0139, loss: 2.0139 2020-06-18 03:52:35,900 - mmaction - INFO - Epoch [15][1680/1879] lr: 1.000e-02, eta: 2 days, 0:27:51, time: 1.082, data_time: 0.241, memory: 5168, top1_acc: 0.3875, top5_acc: 0.6937, loss_cls: 2.6301, loss: 2.6301 2020-06-18 03:52:56,464 - mmaction - INFO - Epoch [15][1700/1879] lr: 1.000e-02, eta: 2 days, 0:27:15, time: 1.028, data_time: 0.138, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1595, loss: 2.1595 2020-06-18 03:53:14,699 - mmaction - INFO - Epoch [15][1720/1879] lr: 1.000e-02, eta: 2 days, 0:26:15, time: 0.912, data_time: 0.463, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8552, loss: 1.8552 2020-06-18 03:53:30,028 - mmaction - INFO - Epoch [15][1740/1879] lr: 1.000e-02, eta: 2 days, 0:24:43, time: 0.765, data_time: 0.019, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.2420, loss: 2.2420 2020-06-18 03:53:51,194 - mmaction - INFO - Epoch [15][1760/1879] lr: 1.000e-02, eta: 2 days, 0:24:15, time: 1.058, data_time: 0.167, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0624, loss: 2.0624 2020-06-18 03:54:10,804 - mmaction - INFO - Epoch [15][1780/1879] lr: 1.000e-02, eta: 2 days, 0:23:29, time: 0.980, data_time: 0.002, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3265, loss: 2.3265 2020-06-18 03:54:31,062 - mmaction - INFO - Epoch [15][1800/1879] lr: 1.000e-02, eta: 2 days, 0:22:51, time: 1.015, data_time: 0.222, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.8267, loss: 1.8267 2020-06-18 03:54:44,830 - mmaction - INFO - Epoch [15][1820/1879] lr: 1.000e-02, eta: 2 days, 0:21:03, time: 0.686, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2262, loss: 2.2262 2020-06-18 03:55:08,988 - mmaction - INFO - Epoch [15][1840/1879] lr: 1.000e-02, eta: 2 days, 0:21:07, time: 1.211, data_time: 0.003, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.3154, loss: 2.3154 2020-06-18 03:55:26,958 - mmaction - INFO - Epoch [15][1860/1879] lr: 1.000e-02, eta: 2 days, 0:20:05, time: 0.897, data_time: 0.005, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.0714, loss: 2.0714 2020-06-18 03:55:46,152 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-06-18 03:58:42,777 - mmaction - INFO - Epoch [16][20/1879] lr: 1.000e-02, eta: 2 days, 0:42:56, time: 8.788, data_time: 6.276, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1872, loss: 2.1872 2020-06-18 03:59:15,237 - mmaction - INFO - Epoch [16][40/1879] lr: 1.000e-02, eta: 2 days, 0:44:26, time: 1.623, data_time: 0.004, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1864, loss: 2.1864 2020-06-18 03:59:41,912 - mmaction - INFO - Epoch [16][60/1879] lr: 1.000e-02, eta: 2 days, 0:44:53, time: 1.334, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1602, loss: 2.1602 2020-06-18 03:59:59,662 - mmaction - INFO - Epoch [16][80/1879] lr: 1.000e-02, eta: 2 days, 0:43:47, time: 0.887, data_time: 0.061, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.1045, loss: 2.1045 2020-06-18 04:00:26,308 - mmaction - INFO - Epoch [16][100/1879] lr: 1.000e-02, eta: 2 days, 0:44:13, time: 1.329, data_time: 0.000, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 2.0525, loss: 2.0525 2020-06-18 04:00:47,391 - mmaction - INFO - Epoch [16][120/1879] lr: 1.000e-02, eta: 2 days, 0:43:42, time: 1.055, data_time: 0.007, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0115, loss: 2.0115 2020-06-18 04:01:09,969 - mmaction - INFO - Epoch [16][140/1879] lr: 1.000e-02, eta: 2 days, 0:43:27, time: 1.131, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9769, loss: 1.9769 2020-06-18 04:01:27,255 - mmaction - INFO - Epoch [16][160/1879] lr: 1.000e-02, eta: 2 days, 0:42:15, time: 0.864, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0741, loss: 2.0741 2020-06-18 04:01:45,046 - mmaction - INFO - Epoch [16][180/1879] lr: 1.000e-02, eta: 2 days, 0:41:09, time: 0.890, data_time: 0.020, memory: 5168, top1_acc: 0.5125, top5_acc: 0.6875, loss_cls: 2.2126, loss: 2.2126 2020-06-18 04:02:00,408 - mmaction - INFO - Epoch [16][200/1879] lr: 1.000e-02, eta: 2 days, 0:39:38, time: 0.768, data_time: 0.167, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.3058, loss: 2.3058 2020-06-18 04:02:22,412 - mmaction - INFO - Epoch [16][220/1879] lr: 1.000e-02, eta: 2 days, 0:39:16, time: 1.099, data_time: 0.166, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1667, loss: 2.1667 2020-06-18 04:02:46,379 - mmaction - INFO - Epoch [16][240/1879] lr: 1.000e-02, eta: 2 days, 0:39:15, time: 1.198, data_time: 0.107, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.2819, loss: 2.2819 2020-06-18 04:03:02,825 - mmaction - INFO - Epoch [16][260/1879] lr: 1.000e-02, eta: 2 days, 0:37:56, time: 0.822, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.0670, loss: 2.0670 2020-06-18 04:03:22,229 - mmaction - INFO - Epoch [16][280/1879] lr: 1.000e-02, eta: 2 days, 0:37:07, time: 0.972, data_time: 0.031, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 2.0030, loss: 2.0030 2020-06-18 04:03:43,837 - mmaction - INFO - Epoch [16][300/1879] lr: 1.000e-02, eta: 2 days, 0:36:42, time: 1.080, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1176, loss: 2.1176 2020-06-18 04:04:01,577 - mmaction - INFO - Epoch [16][320/1879] lr: 1.000e-02, eta: 2 days, 0:35:36, time: 0.887, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3529, loss: 2.3529 2020-06-18 04:04:23,122 - mmaction - INFO - Epoch [16][340/1879] lr: 1.000e-02, eta: 2 days, 0:35:10, time: 1.075, data_time: 0.173, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1423, loss: 2.1423 2020-06-18 04:04:36,602 - mmaction - INFO - Epoch [16][360/1879] lr: 1.000e-02, eta: 2 days, 0:33:20, time: 0.675, data_time: 0.030, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8654, loss: 1.8654 2020-06-18 04:04:55,293 - mmaction - INFO - Epoch [16][380/1879] lr: 1.000e-02, eta: 2 days, 0:32:25, time: 0.936, data_time: 0.147, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0510, loss: 2.0510 2020-06-18 04:05:17,165 - mmaction - INFO - Epoch [16][400/1879] lr: 1.000e-02, eta: 2 days, 0:32:02, time: 1.093, data_time: 0.018, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0394, loss: 2.0394 2020-06-18 04:05:33,747 - mmaction - INFO - Epoch [16][420/1879] lr: 1.000e-02, eta: 2 days, 0:30:45, time: 0.830, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8250, loss_cls: 1.9157, loss: 1.9157 2020-06-18 04:05:50,790 - mmaction - INFO - Epoch [16][440/1879] lr: 1.000e-02, eta: 2 days, 0:29:33, time: 0.852, data_time: 0.022, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3187, loss: 2.3187 2020-06-18 04:06:08,756 - mmaction - INFO - Epoch [16][460/1879] lr: 1.000e-02, eta: 2 days, 0:28:30, time: 0.895, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7232, loss: 1.7232 2020-06-18 04:06:27,503 - mmaction - INFO - Epoch [16][480/1879] lr: 1.000e-02, eta: 2 days, 0:27:36, time: 0.939, data_time: 0.273, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 2.1127, loss: 2.1127 2020-06-18 04:06:45,839 - mmaction - INFO - Epoch [16][500/1879] lr: 1.000e-02, eta: 2 days, 0:26:37, time: 0.918, data_time: 0.002, memory: 5168, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.3588, loss: 2.3588 2020-06-18 04:07:05,182 - mmaction - INFO - Epoch [16][520/1879] lr: 1.000e-02, eta: 2 days, 0:25:49, time: 0.966, data_time: 0.326, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1929, loss: 2.1929 2020-06-18 04:07:18,166 - mmaction - INFO - Epoch [16][540/1879] lr: 1.000e-02, eta: 2 days, 0:23:56, time: 0.650, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 2.0098, loss: 2.0098 2020-06-18 04:07:38,497 - mmaction - INFO - Epoch [16][560/1879] lr: 1.000e-02, eta: 2 days, 0:23:18, time: 1.017, data_time: 0.286, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7188, loss_cls: 2.2107, loss: 2.2107 2020-06-18 04:07:59,173 - mmaction - INFO - Epoch [16][580/1879] lr: 1.000e-02, eta: 2 days, 0:22:40, time: 1.015, data_time: 0.074, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0282, loss: 2.0282 2020-06-18 04:08:23,323 - mmaction - INFO - Epoch [16][600/1879] lr: 1.000e-02, eta: 2 days, 0:22:45, time: 1.226, data_time: 0.019, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9243, loss: 1.9243 2020-06-18 04:08:38,445 - mmaction - INFO - Epoch [16][620/1879] lr: 1.000e-02, eta: 2 days, 0:21:14, time: 0.755, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0810, loss: 2.0810 2020-06-18 04:08:55,141 - mmaction - INFO - Epoch [16][640/1879] lr: 1.000e-02, eta: 2 days, 0:20:00, time: 0.836, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8883, loss: 1.8883 2020-06-18 04:09:09,818 - mmaction - INFO - Epoch [16][660/1879] lr: 1.000e-02, eta: 2 days, 0:18:25, time: 0.734, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.9044, loss: 1.9044 2020-06-18 04:09:30,693 - mmaction - INFO - Epoch [16][680/1879] lr: 1.000e-02, eta: 2 days, 0:17:53, time: 1.044, data_time: 0.035, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.0704, loss: 2.0704 2020-06-18 04:09:48,322 - mmaction - INFO - Epoch [16][700/1879] lr: 1.000e-02, eta: 2 days, 0:16:48, time: 0.881, data_time: 0.185, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0827, loss: 2.0827 2020-06-18 04:10:04,554 - mmaction - INFO - Epoch [16][720/1879] lr: 1.000e-02, eta: 2 days, 0:15:30, time: 0.812, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7188, loss_cls: 2.1947, loss: 2.1947 2020-06-18 04:10:24,911 - mmaction - INFO - Epoch [16][740/1879] lr: 1.000e-02, eta: 2 days, 0:14:53, time: 1.019, data_time: 0.119, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3306, loss: 2.3306 2020-06-18 04:10:41,916 - mmaction - INFO - Epoch [16][760/1879] lr: 1.000e-02, eta: 2 days, 0:13:42, time: 0.850, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4739, loss: 2.4739 2020-06-18 04:11:10,575 - mmaction - INFO - Epoch [16][780/1879] lr: 1.000e-02, eta: 2 days, 0:14:29, time: 1.433, data_time: 0.002, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3056, loss: 2.3056 2020-06-18 04:11:31,234 - mmaction - INFO - Epoch [16][800/1879] lr: 1.000e-02, eta: 2 days, 0:13:55, time: 1.033, data_time: 0.103, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2254, loss: 2.2254 2020-06-18 04:11:53,734 - mmaction - INFO - Epoch [16][820/1879] lr: 1.000e-02, eta: 2 days, 0:13:40, time: 1.126, data_time: 0.202, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3302, loss: 2.3302 2020-06-18 04:12:09,727 - mmaction - INFO - Epoch [16][840/1879] lr: 1.000e-02, eta: 2 days, 0:12:19, time: 0.799, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8645, loss: 1.8645 2020-06-18 04:12:26,577 - mmaction - INFO - Epoch [16][860/1879] lr: 1.000e-02, eta: 2 days, 0:11:07, time: 0.841, data_time: 0.268, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.9681, loss: 1.9681 2020-06-18 04:12:41,415 - mmaction - INFO - Epoch [16][880/1879] lr: 1.000e-02, eta: 2 days, 0:09:36, time: 0.743, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0573, loss: 2.0573 2020-06-18 04:13:01,734 - mmaction - INFO - Epoch [16][900/1879] lr: 1.000e-02, eta: 2 days, 0:08:59, time: 1.016, data_time: 0.230, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1556, loss: 2.1556 2020-06-18 04:13:25,708 - mmaction - INFO - Epoch [16][920/1879] lr: 1.000e-02, eta: 2 days, 0:08:58, time: 1.199, data_time: 0.072, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0922, loss: 2.0922 2020-06-18 04:13:44,012 - mmaction - INFO - Epoch [16][940/1879] lr: 1.000e-02, eta: 2 days, 0:08:01, time: 0.913, data_time: 0.002, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1846, loss: 2.1846 2020-06-18 04:14:04,424 - mmaction - INFO - Epoch [16][960/1879] lr: 1.000e-02, eta: 2 days, 0:07:25, time: 1.022, data_time: 0.119, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0573, loss: 2.0573 2020-06-18 04:14:25,915 - mmaction - INFO - Epoch [16][980/1879] lr: 1.000e-02, eta: 2 days, 0:07:00, time: 1.075, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2779, loss: 2.2779 2020-06-18 04:14:44,288 - mmaction - INFO - Epoch [16][1000/1879] lr: 1.000e-02, eta: 2 days, 0:06:04, time: 0.917, data_time: 0.151, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 1.9585, loss: 1.9585 2020-06-18 04:15:01,555 - mmaction - INFO - Epoch [16][1020/1879] lr: 1.000e-02, eta: 2 days, 0:04:57, time: 0.863, data_time: 0.086, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9756, loss: 1.9756 2020-06-18 04:15:16,874 - mmaction - INFO - Epoch [16][1040/1879] lr: 1.000e-02, eta: 2 days, 0:03:31, time: 0.767, data_time: 0.003, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2666, loss: 2.2666 2020-06-18 04:15:42,289 - mmaction - INFO - Epoch [16][1060/1879] lr: 1.000e-02, eta: 2 days, 0:03:45, time: 1.271, data_time: 0.108, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6750, loss_cls: 2.2294, loss: 2.2294 2020-06-18 04:16:03,247 - mmaction - INFO - Epoch [16][1080/1879] lr: 1.000e-02, eta: 2 days, 0:03:15, time: 1.047, data_time: 0.140, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 2.0548, loss: 2.0548 2020-06-18 04:16:21,104 - mmaction - INFO - Epoch [16][1100/1879] lr: 1.000e-02, eta: 2 days, 0:02:14, time: 0.894, data_time: 0.268, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1075, loss: 2.1075 2020-06-18 04:16:42,475 - mmaction - INFO - Epoch [16][1120/1879] lr: 1.000e-02, eta: 2 days, 0:01:48, time: 1.068, data_time: 0.065, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.0658, loss: 2.0658 2020-06-18 04:17:01,386 - mmaction - INFO - Epoch [16][1140/1879] lr: 1.000e-02, eta: 2 days, 0:00:58, time: 0.946, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.4018, loss: 2.4018 2020-06-18 04:17:20,129 - mmaction - INFO - Epoch [16][1160/1879] lr: 1.000e-02, eta: 2 days, 0:00:06, time: 0.937, data_time: 0.203, memory: 5168, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3491, loss: 2.3491 2020-06-18 04:17:42,787 - mmaction - INFO - Epoch [16][1180/1879] lr: 1.000e-02, eta: 1 day, 23:59:53, time: 1.132, data_time: 0.207, memory: 5168, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.3591, loss: 2.3591 2020-06-18 04:18:03,481 - mmaction - INFO - Epoch [16][1200/1879] lr: 1.000e-02, eta: 1 day, 23:59:20, time: 1.035, data_time: 0.002, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3834, loss: 2.3834 2020-06-18 04:18:23,202 - mmaction - INFO - Epoch [16][1220/1879] lr: 1.000e-02, eta: 1 day, 23:58:38, time: 0.987, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9992, loss: 1.9992 2020-06-18 04:18:42,639 - mmaction - INFO - Epoch [16][1240/1879] lr: 1.000e-02, eta: 1 day, 23:57:54, time: 0.972, data_time: 0.068, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9807, loss: 1.9807 2020-06-18 04:19:02,299 - mmaction - INFO - Epoch [16][1260/1879] lr: 1.000e-02, eta: 1 day, 23:57:11, time: 0.982, data_time: 0.160, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8695, loss: 1.8695 2020-06-18 04:19:22,521 - mmaction - INFO - Epoch [16][1280/1879] lr: 1.000e-02, eta: 1 day, 23:56:34, time: 1.011, data_time: 0.270, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.3665, loss: 2.3665 2020-06-18 04:19:37,100 - mmaction - INFO - Epoch [16][1300/1879] lr: 1.000e-02, eta: 1 day, 23:55:02, time: 0.729, data_time: 0.084, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 2.0347, loss: 2.0347 2020-06-18 04:19:54,867 - mmaction - INFO - Epoch [16][1320/1879] lr: 1.000e-02, eta: 1 day, 23:54:01, time: 0.887, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7275, loss: 1.7275 2020-06-18 04:20:14,980 - mmaction - INFO - Epoch [16][1340/1879] lr: 1.000e-02, eta: 1 day, 23:53:23, time: 1.006, data_time: 0.136, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4007, loss: 2.4007 2020-06-18 04:20:37,102 - mmaction - INFO - Epoch [16][1360/1879] lr: 1.000e-02, eta: 1 day, 23:53:05, time: 1.108, data_time: 0.037, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3557, loss: 2.3557 2020-06-18 04:21:01,859 - mmaction - INFO - Epoch [16][1380/1879] lr: 1.000e-02, eta: 1 day, 23:53:12, time: 1.236, data_time: 0.540, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3394, loss: 2.3394 2020-06-18 04:21:20,420 - mmaction - INFO - Epoch [16][1400/1879] lr: 1.000e-02, eta: 1 day, 23:52:20, time: 0.929, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.2461, loss: 2.2461 2020-06-18 04:21:33,964 - mmaction - INFO - Epoch [16][1420/1879] lr: 1.000e-02, eta: 1 day, 23:50:39, time: 0.677, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.7842, loss: 1.7842 2020-06-18 04:21:53,013 - mmaction - INFO - Epoch [16][1440/1879] lr: 1.000e-02, eta: 1 day, 23:49:51, time: 0.953, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9389, loss: 1.9389 2020-06-18 04:22:13,430 - mmaction - INFO - Epoch [16][1460/1879] lr: 1.000e-02, eta: 1 day, 23:49:16, time: 1.020, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.9746, loss: 1.9746 2020-06-18 04:22:31,669 - mmaction - INFO - Epoch [16][1480/1879] lr: 1.000e-02, eta: 1 day, 23:48:21, time: 0.912, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.3783, loss: 2.3783 2020-06-18 04:22:50,198 - mmaction - INFO - Epoch [16][1500/1879] lr: 1.000e-02, eta: 1 day, 23:47:28, time: 0.927, data_time: 0.085, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7125, loss_cls: 2.1997, loss: 2.1997 2020-06-18 04:23:06,655 - mmaction - INFO - Epoch [16][1520/1879] lr: 1.000e-02, eta: 1 day, 23:46:16, time: 0.821, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9560, loss: 1.9560 2020-06-18 04:23:32,905 - mmaction - INFO - Epoch [16][1540/1879] lr: 1.000e-02, eta: 1 day, 23:46:37, time: 1.313, data_time: 0.168, memory: 5168, top1_acc: 0.5062, top5_acc: 0.6937, loss_cls: 2.2038, loss: 2.2038 2020-06-18 04:23:53,989 - mmaction - INFO - Epoch [16][1560/1879] lr: 1.000e-02, eta: 1 day, 23:46:08, time: 1.051, data_time: 0.160, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 2.0281, loss: 2.0281 2020-06-18 04:24:09,480 - mmaction - INFO - Epoch [16][1580/1879] lr: 1.000e-02, eta: 1 day, 23:44:48, time: 0.777, data_time: 0.004, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7438, loss_cls: 2.0781, loss: 2.0781 2020-06-18 04:24:35,396 - mmaction - INFO - Epoch [16][1600/1879] lr: 1.000e-02, eta: 1 day, 23:45:06, time: 1.297, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.0567, loss: 2.0567 2020-06-18 04:24:54,084 - mmaction - INFO - Epoch [16][1620/1879] lr: 1.000e-02, eta: 1 day, 23:44:15, time: 0.934, data_time: 0.025, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.3581, loss: 2.3581 2020-06-18 04:25:20,320 - mmaction - INFO - Epoch [16][1640/1879] lr: 1.000e-02, eta: 1 day, 23:44:36, time: 1.312, data_time: 0.389, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0385, loss: 2.0385 2020-06-18 04:25:36,587 - mmaction - INFO - Epoch [16][1660/1879] lr: 1.000e-02, eta: 1 day, 23:43:22, time: 0.812, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2500, loss: 2.2500 2020-06-18 04:25:53,670 - mmaction - INFO - Epoch [16][1680/1879] lr: 1.000e-02, eta: 1 day, 23:42:16, time: 0.856, data_time: 0.032, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8927, loss: 1.8927 2020-06-18 04:26:07,679 - mmaction - INFO - Epoch [16][1700/1879] lr: 1.000e-02, eta: 1 day, 23:40:42, time: 0.700, data_time: 0.000, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.2131, loss: 2.2131 2020-06-18 04:26:25,821 - mmaction - INFO - Epoch [16][1720/1879] lr: 1.000e-02, eta: 1 day, 23:39:46, time: 0.905, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1279, loss: 2.1279 2020-06-18 04:26:38,782 - mmaction - INFO - Epoch [16][1740/1879] lr: 1.000e-02, eta: 1 day, 23:38:01, time: 0.647, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8695, loss: 1.8695 2020-06-18 04:26:57,668 - mmaction - INFO - Epoch [16][1760/1879] lr: 1.000e-02, eta: 1 day, 23:37:14, time: 0.947, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2502, loss: 2.2502 2020-06-18 04:27:14,342 - mmaction - INFO - Epoch [16][1780/1879] lr: 1.000e-02, eta: 1 day, 23:36:05, time: 0.834, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0060, loss: 2.0060 2020-06-18 04:27:35,927 - mmaction - INFO - Epoch [16][1800/1879] lr: 1.000e-02, eta: 1 day, 23:35:42, time: 1.079, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1369, loss: 2.1369 2020-06-18 04:27:54,624 - mmaction - INFO - Epoch [16][1820/1879] lr: 1.000e-02, eta: 1 day, 23:34:52, time: 0.935, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.6750, loss_cls: 2.4195, loss: 2.4195 2020-06-18 04:28:14,171 - mmaction - INFO - Epoch [16][1840/1879] lr: 1.000e-02, eta: 1 day, 23:34:10, time: 0.978, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0145, loss: 2.0145 2020-06-18 04:28:32,242 - mmaction - INFO - Epoch [16][1860/1879] lr: 1.000e-02, eta: 1 day, 23:33:15, time: 0.904, data_time: 0.229, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1608, loss: 2.1608 2020-06-18 04:28:56,286 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-06-18 04:31:56,719 - mmaction - INFO - Epoch [17][20/1879] lr: 1.000e-02, eta: 1 day, 23:53:52, time: 8.981, data_time: 6.992, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7355, loss: 1.7355 2020-06-18 04:32:09,233 - mmaction - INFO - Epoch [17][40/1879] lr: 1.000e-02, eta: 1 day, 23:52:04, time: 0.625, data_time: 0.007, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.0840, loss: 2.0840 2020-06-18 04:32:20,512 - mmaction - INFO - Epoch [17][60/1879] lr: 1.000e-02, eta: 1 day, 23:50:04, time: 0.564, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9401, loss: 1.9401 2020-06-18 04:32:38,828 - mmaction - INFO - Epoch [17][80/1879] lr: 1.000e-02, eta: 1 day, 23:49:09, time: 0.917, data_time: 0.425, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9590, loss: 1.9590 2020-06-18 04:33:01,263 - mmaction - INFO - Epoch [17][100/1879] lr: 1.000e-02, eta: 1 day, 23:48:53, time: 1.122, data_time: 0.507, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.0770, loss: 2.0770 2020-06-18 04:33:27,804 - mmaction - INFO - Epoch [17][120/1879] lr: 1.000e-02, eta: 1 day, 23:49:15, time: 1.327, data_time: 0.359, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.9549, loss: 1.9549 2020-06-18 04:33:46,356 - mmaction - INFO - Epoch [17][140/1879] lr: 1.000e-02, eta: 1 day, 23:48:23, time: 0.927, data_time: 0.279, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9377, loss: 1.9377 2020-06-18 04:34:07,033 - mmaction - INFO - Epoch [17][160/1879] lr: 1.000e-02, eta: 1 day, 23:47:50, time: 1.033, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.1927, loss: 2.1927 2020-06-18 04:34:22,575 - mmaction - INFO - Epoch [17][180/1879] lr: 1.000e-02, eta: 1 day, 23:46:31, time: 0.778, data_time: 0.007, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 2.0880, loss: 2.0880 2020-06-18 04:34:45,805 - mmaction - INFO - Epoch [17][200/1879] lr: 1.000e-02, eta: 1 day, 23:46:22, time: 1.162, data_time: 0.219, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9698, loss: 1.9698 2020-06-18 04:35:02,980 - mmaction - INFO - Epoch [17][220/1879] lr: 1.000e-02, eta: 1 day, 23:45:17, time: 0.859, data_time: 0.098, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.0642, loss: 2.0642 2020-06-18 04:35:20,133 - mmaction - INFO - Epoch [17][240/1879] lr: 1.000e-02, eta: 1 day, 23:44:12, time: 0.856, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.3969, loss: 2.3969 2020-06-18 04:35:34,184 - mmaction - INFO - Epoch [17][260/1879] lr: 1.000e-02, eta: 1 day, 23:42:40, time: 0.705, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9864, loss: 1.9864 2020-06-18 04:35:48,696 - mmaction - INFO - Epoch [17][280/1879] lr: 1.000e-02, eta: 1 day, 23:41:11, time: 0.725, data_time: 0.001, memory: 5168, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4120, loss: 2.4120 2020-06-18 04:36:04,895 - mmaction - INFO - Epoch [17][300/1879] lr: 1.000e-02, eta: 1 day, 23:39:58, time: 0.810, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3040, loss: 2.3040 2020-06-18 04:36:26,360 - mmaction - INFO - Epoch [17][320/1879] lr: 1.000e-02, eta: 1 day, 23:39:33, time: 1.074, data_time: 0.284, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2529, loss: 2.2529 2020-06-18 04:36:43,542 - mmaction - INFO - Epoch [17][340/1879] lr: 1.000e-02, eta: 1 day, 23:38:29, time: 0.858, data_time: 0.089, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7074, loss: 1.7074 2020-06-18 04:37:07,083 - mmaction - INFO - Epoch [17][360/1879] lr: 1.000e-02, eta: 1 day, 23:38:24, time: 1.177, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 1.9967, loss: 1.9967 2020-06-18 04:37:21,243 - mmaction - INFO - Epoch [17][380/1879] lr: 1.000e-02, eta: 1 day, 23:36:53, time: 0.709, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1206, loss: 2.1206 2020-06-18 04:37:45,238 - mmaction - INFO - Epoch [17][400/1879] lr: 1.000e-02, eta: 1 day, 23:36:51, time: 1.200, data_time: 0.150, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.1559, loss: 2.1559 2020-06-18 04:38:03,137 - mmaction - INFO - Epoch [17][420/1879] lr: 1.000e-02, eta: 1 day, 23:35:54, time: 0.894, data_time: 0.029, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.6122, loss: 1.6122 2020-06-18 04:38:46,496 - mmaction - INFO - Epoch [17][440/1879] lr: 1.000e-02, eta: 1 day, 23:38:47, time: 2.161, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.1390, loss: 2.1390 2020-06-18 04:39:04,419 - mmaction - INFO - Epoch [17][460/1879] lr: 1.000e-02, eta: 1 day, 23:37:51, time: 0.904, data_time: 0.010, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9405, loss: 1.9405 2020-06-18 04:39:25,009 - mmaction - INFO - Epoch [17][480/1879] lr: 1.000e-02, eta: 1 day, 23:37:19, time: 1.029, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0895, loss: 2.0895 2020-06-18 04:39:51,524 - mmaction - INFO - Epoch [17][500/1879] lr: 1.000e-02, eta: 1 day, 23:37:40, time: 1.326, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7625, loss_cls: 1.8491, loss: 1.8491 2020-06-18 04:40:16,222 - mmaction - INFO - Epoch [17][520/1879] lr: 1.000e-02, eta: 1 day, 23:37:44, time: 1.235, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 1.9934, loss: 1.9934 2020-06-18 04:40:36,847 - mmaction - INFO - Epoch [17][540/1879] lr: 1.000e-02, eta: 1 day, 23:37:12, time: 1.031, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1640, loss: 2.1640 2020-06-18 04:41:05,761 - mmaction - INFO - Epoch [17][560/1879] lr: 1.000e-02, eta: 1 day, 23:37:54, time: 1.444, data_time: 0.000, memory: 5168, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3003, loss: 2.3003 2020-06-18 04:41:25,196 - mmaction - INFO - Epoch [17][580/1879] lr: 1.000e-02, eta: 1 day, 23:37:11, time: 0.973, data_time: 0.033, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2311, loss: 2.2311 2020-06-18 04:41:40,032 - mmaction - INFO - Epoch [17][600/1879] lr: 1.000e-02, eta: 1 day, 23:35:46, time: 0.740, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0807, loss: 2.0807 2020-06-18 04:41:54,926 - mmaction - INFO - Epoch [17][620/1879] lr: 1.000e-02, eta: 1 day, 23:34:23, time: 0.746, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0925, loss: 2.0925 2020-06-18 04:42:16,197 - mmaction - INFO - Epoch [17][640/1879] lr: 1.000e-02, eta: 1 day, 23:33:56, time: 1.063, data_time: 0.024, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.7550, loss: 1.7550 2020-06-18 04:42:35,359 - mmaction - INFO - Epoch [17][660/1879] lr: 1.000e-02, eta: 1 day, 23:33:11, time: 0.958, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2410, loss: 2.2410 2020-06-18 04:42:54,853 - mmaction - INFO - Epoch [17][680/1879] lr: 1.000e-02, eta: 1 day, 23:32:29, time: 0.976, data_time: 0.191, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.2111, loss: 2.2111 2020-06-18 04:43:12,392 - mmaction - INFO - Epoch [17][700/1879] lr: 1.000e-02, eta: 1 day, 23:31:29, time: 0.876, data_time: 0.016, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.1046, loss: 2.1046 2020-06-18 04:43:30,626 - mmaction - INFO - Epoch [17][720/1879] lr: 1.000e-02, eta: 1 day, 23:30:36, time: 0.912, data_time: 0.208, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8844, loss: 1.8844 2020-06-18 04:43:53,392 - mmaction - INFO - Epoch [17][740/1879] lr: 1.000e-02, eta: 1 day, 23:30:23, time: 1.138, data_time: 0.472, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9448, loss: 1.9448 2020-06-18 04:44:14,532 - mmaction - INFO - Epoch [17][760/1879] lr: 1.000e-02, eta: 1 day, 23:29:55, time: 1.056, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0704, loss: 2.0704 2020-06-18 04:44:31,295 - mmaction - INFO - Epoch [17][780/1879] lr: 1.000e-02, eta: 1 day, 23:28:49, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1102, loss: 2.1102 2020-06-18 04:44:47,598 - mmaction - INFO - Epoch [17][800/1879] lr: 1.000e-02, eta: 1 day, 23:27:39, time: 0.816, data_time: 0.080, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.7563, loss: 1.7563 2020-06-18 04:45:06,711 - mmaction - INFO - Epoch [17][820/1879] lr: 1.000e-02, eta: 1 day, 23:26:54, time: 0.955, data_time: 0.229, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7125, loss_cls: 2.2687, loss: 2.2687 2020-06-18 04:45:26,230 - mmaction - INFO - Epoch [17][840/1879] lr: 1.000e-02, eta: 1 day, 23:26:12, time: 0.976, data_time: 0.344, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.8473, loss: 1.8473 2020-06-18 04:45:46,799 - mmaction - INFO - Epoch [17][860/1879] lr: 1.000e-02, eta: 1 day, 23:25:40, time: 1.030, data_time: 0.010, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0899, loss: 2.0899 2020-06-18 04:46:08,246 - mmaction - INFO - Epoch [17][880/1879] lr: 1.000e-02, eta: 1 day, 23:25:16, time: 1.072, data_time: 0.155, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7063, loss_cls: 2.1016, loss: 2.1016 2020-06-18 04:46:25,810 - mmaction - INFO - Epoch [17][900/1879] lr: 1.000e-02, eta: 1 day, 23:24:17, time: 0.877, data_time: 0.092, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0373, loss: 2.0373 2020-06-18 04:46:37,882 - mmaction - INFO - Epoch [17][920/1879] lr: 1.000e-02, eta: 1 day, 23:22:30, time: 0.604, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3418, loss: 2.3418 2020-06-18 04:46:54,366 - mmaction - INFO - Epoch [17][940/1879] lr: 1.000e-02, eta: 1 day, 23:21:22, time: 0.825, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0827, loss: 2.0827 2020-06-18 04:47:14,028 - mmaction - INFO - Epoch [17][960/1879] lr: 1.000e-02, eta: 1 day, 23:20:42, time: 0.983, data_time: 0.004, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0211, loss: 2.0211 2020-06-18 04:47:30,929 - mmaction - INFO - Epoch [17][980/1879] lr: 1.000e-02, eta: 1 day, 23:19:38, time: 0.844, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9135, loss: 1.9135 2020-06-18 04:47:48,308 - mmaction - INFO - Epoch [17][1000/1879] lr: 1.000e-02, eta: 1 day, 23:18:38, time: 0.869, data_time: 0.004, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.9575, loss: 1.9575 2020-06-18 04:48:02,388 - mmaction - INFO - Epoch [17][1020/1879] lr: 1.000e-02, eta: 1 day, 23:17:09, time: 0.703, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 1.9378, loss: 1.9378 2020-06-18 04:48:20,981 - mmaction - INFO - Epoch [17][1040/1879] lr: 1.000e-02, eta: 1 day, 23:16:21, time: 0.931, data_time: 0.002, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3113, loss: 2.3113 2020-06-18 04:48:41,962 - mmaction - INFO - Epoch [17][1060/1879] lr: 1.000e-02, eta: 1 day, 23:15:53, time: 1.049, data_time: 0.012, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8141, loss: 1.8141 2020-06-18 04:49:05,116 - mmaction - INFO - Epoch [17][1080/1879] lr: 1.000e-02, eta: 1 day, 23:15:43, time: 1.156, data_time: 0.365, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0200, loss: 2.0200 2020-06-18 04:49:25,254 - mmaction - INFO - Epoch [17][1100/1879] lr: 1.000e-02, eta: 1 day, 23:15:08, time: 1.008, data_time: 0.228, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9272, loss: 1.9272 2020-06-18 04:49:49,008 - mmaction - INFO - Epoch [17][1120/1879] lr: 1.000e-02, eta: 1 day, 23:15:04, time: 1.187, data_time: 0.358, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8365, loss: 1.8365 2020-06-18 04:50:11,112 - mmaction - INFO - Epoch [17][1140/1879] lr: 1.000e-02, eta: 1 day, 23:14:46, time: 1.106, data_time: 0.074, memory: 5168, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.8988, loss: 1.8988 2020-06-18 04:50:31,324 - mmaction - INFO - Epoch [17][1160/1879] lr: 1.000e-02, eta: 1 day, 23:14:11, time: 1.009, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8456, loss: 1.8456 2020-06-18 04:50:56,375 - mmaction - INFO - Epoch [17][1180/1879] lr: 1.000e-02, eta: 1 day, 23:14:19, time: 1.254, data_time: 0.311, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.1713, loss: 2.1713 2020-06-18 04:51:15,065 - mmaction - INFO - Epoch [17][1200/1879] lr: 1.000e-02, eta: 1 day, 23:13:31, time: 0.934, data_time: 0.163, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8313, loss_cls: 1.7952, loss: 1.7952 2020-06-18 04:51:31,229 - mmaction - INFO - Epoch [17][1220/1879] lr: 1.000e-02, eta: 1 day, 23:12:21, time: 0.806, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.6750, loss_cls: 2.2826, loss: 2.2826 2020-06-18 04:51:46,874 - mmaction - INFO - Epoch [17][1240/1879] lr: 1.000e-02, eta: 1 day, 23:11:07, time: 0.784, data_time: 0.025, memory: 5168, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3140, loss: 2.3140 2020-06-18 04:52:06,547 - mmaction - INFO - Epoch [17][1260/1879] lr: 1.000e-02, eta: 1 day, 23:10:28, time: 0.985, data_time: 0.381, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0403, loss: 2.0403 2020-06-18 04:52:26,020 - mmaction - INFO - Epoch [17][1280/1879] lr: 1.000e-02, eta: 1 day, 23:09:47, time: 0.973, data_time: 0.175, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8884, loss: 1.8884 2020-06-18 04:52:46,352 - mmaction - INFO - Epoch [17][1300/1879] lr: 1.000e-02, eta: 1 day, 23:09:14, time: 1.016, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.1000, loss: 2.1000 2020-06-18 04:53:05,090 - mmaction - INFO - Epoch [17][1320/1879] lr: 1.000e-02, eta: 1 day, 23:08:27, time: 0.938, data_time: 0.105, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1675, loss: 2.1675 2020-06-18 04:53:27,799 - mmaction - INFO - Epoch [17][1340/1879] lr: 1.000e-02, eta: 1 day, 23:08:14, time: 1.135, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9615, loss: 1.9615 2020-06-18 04:53:44,999 - mmaction - INFO - Epoch [17][1360/1879] lr: 1.000e-02, eta: 1 day, 23:07:14, time: 0.860, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9548, loss: 1.9548 2020-06-18 04:54:05,489 - mmaction - INFO - Epoch [17][1380/1879] lr: 1.000e-02, eta: 1 day, 23:06:42, time: 1.024, data_time: 0.010, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.2514, loss: 2.2514 2020-06-18 04:54:23,923 - mmaction - INFO - Epoch [17][1400/1879] lr: 1.000e-02, eta: 1 day, 23:05:53, time: 0.922, data_time: 0.018, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.6902, loss: 1.6902 2020-06-18 04:54:40,715 - mmaction - INFO - Epoch [17][1420/1879] lr: 1.000e-02, eta: 1 day, 23:04:49, time: 0.840, data_time: 0.000, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1221, loss: 2.1221 2020-06-18 04:54:58,803 - mmaction - INFO - Epoch [17][1440/1879] lr: 1.000e-02, eta: 1 day, 23:03:57, time: 0.904, data_time: 0.331, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0590, loss: 2.0590 2020-06-18 04:55:13,058 - mmaction - INFO - Epoch [17][1460/1879] lr: 1.000e-02, eta: 1 day, 23:02:32, time: 0.711, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.8438, loss_cls: 1.9114, loss: 1.9114 2020-06-18 04:55:30,117 - mmaction - INFO - Epoch [17][1480/1879] lr: 1.000e-02, eta: 1 day, 23:01:31, time: 0.854, data_time: 0.016, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7500, loss_cls: 1.9592, loss: 1.9592 2020-06-18 04:55:46,802 - mmaction - INFO - Epoch [17][1500/1879] lr: 1.000e-02, eta: 1 day, 23:00:28, time: 0.836, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0591, loss: 2.0591 2020-06-18 04:56:06,353 - mmaction - INFO - Epoch [17][1520/1879] lr: 1.000e-02, eta: 1 day, 22:59:48, time: 0.977, data_time: 0.039, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.1229, loss: 2.1229 2020-06-18 04:56:21,908 - mmaction - INFO - Epoch [17][1540/1879] lr: 1.000e-02, eta: 1 day, 22:58:35, time: 0.778, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0246, loss: 2.0246 2020-06-18 04:56:41,899 - mmaction - INFO - Epoch [17][1560/1879] lr: 1.000e-02, eta: 1 day, 22:57:59, time: 0.999, data_time: 0.160, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.2669, loss: 2.2669 2020-06-18 04:57:01,006 - mmaction - INFO - Epoch [17][1580/1879] lr: 1.000e-02, eta: 1 day, 22:57:16, time: 0.956, data_time: 0.002, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.0232, loss: 2.0232 2020-06-18 04:57:17,341 - mmaction - INFO - Epoch [17][1600/1879] lr: 1.000e-02, eta: 1 day, 22:56:10, time: 0.817, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3342, loss: 2.3342 2020-06-18 04:57:36,209 - mmaction - INFO - Epoch [17][1620/1879] lr: 1.000e-02, eta: 1 day, 22:55:25, time: 0.943, data_time: 0.195, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9039, loss: 1.9039 2020-06-18 04:57:50,822 - mmaction - INFO - Epoch [17][1640/1879] lr: 1.000e-02, eta: 1 day, 22:54:04, time: 0.729, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.2116, loss: 2.2116 2020-06-18 04:58:11,311 - mmaction - INFO - Epoch [17][1660/1879] lr: 1.000e-02, eta: 1 day, 22:53:33, time: 1.025, data_time: 0.002, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.4149, loss: 2.4149 2020-06-18 04:58:32,172 - mmaction - INFO - Epoch [17][1680/1879] lr: 1.000e-02, eta: 1 day, 22:53:05, time: 1.044, data_time: 0.003, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1753, loss: 2.1753 2020-06-18 04:58:50,406 - mmaction - INFO - Epoch [17][1700/1879] lr: 1.000e-02, eta: 1 day, 22:52:15, time: 0.912, data_time: 0.246, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2295, loss: 2.2295 2020-06-18 04:59:18,671 - mmaction - INFO - Epoch [17][1720/1879] lr: 1.000e-02, eta: 1 day, 22:52:49, time: 1.412, data_time: 0.231, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.2256, loss: 2.2256 2020-06-18 04:59:34,723 - mmaction - INFO - Epoch [17][1740/1879] lr: 1.000e-02, eta: 1 day, 22:51:41, time: 0.804, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8687, loss: 1.8687 2020-06-18 04:59:54,451 - mmaction - INFO - Epoch [17][1760/1879] lr: 1.000e-02, eta: 1 day, 22:51:04, time: 0.987, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0700, loss: 2.0700 2020-06-18 05:00:14,699 - mmaction - INFO - Epoch [17][1780/1879] lr: 1.000e-02, eta: 1 day, 22:50:30, time: 1.009, data_time: 0.102, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9851, loss: 1.9851 2020-06-18 05:00:43,585 - mmaction - INFO - Epoch [17][1800/1879] lr: 1.000e-02, eta: 1 day, 22:51:10, time: 1.448, data_time: 0.009, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2379, loss: 2.2379 2020-06-18 05:01:11,902 - mmaction - INFO - Epoch [17][1820/1879] lr: 1.000e-02, eta: 1 day, 22:51:44, time: 1.416, data_time: 0.317, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0314, loss: 2.0314 2020-06-18 05:01:39,671 - mmaction - INFO - Epoch [17][1840/1879] lr: 1.000e-02, eta: 1 day, 22:52:13, time: 1.389, data_time: 0.381, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2331, loss: 2.2331 2020-06-18 05:02:04,423 - mmaction - INFO - Epoch [17][1860/1879] lr: 1.000e-02, eta: 1 day, 22:52:18, time: 1.237, data_time: 0.022, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7750, loss_cls: 2.1369, loss: 2.1369 2020-06-18 05:02:38,516 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-06-18 05:05:40,158 - mmaction - INFO - Epoch [18][20/1879] lr: 1.000e-02, eta: 1 day, 23:10:45, time: 9.045, data_time: 6.969, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.7449, loss: 1.7449 2020-06-18 05:06:08,987 - mmaction - INFO - Epoch [18][40/1879] lr: 1.000e-02, eta: 1 day, 23:11:22, time: 1.444, data_time: 0.005, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6386, loss: 1.6386 2020-06-18 05:06:20,784 - mmaction - INFO - Epoch [18][60/1879] lr: 1.000e-02, eta: 1 day, 23:09:38, time: 0.589, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8503, loss: 1.8503 2020-06-18 05:06:31,707 - mmaction - INFO - Epoch [18][80/1879] lr: 1.000e-02, eta: 1 day, 23:07:45, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0717, loss: 2.0717 2020-06-18 05:06:47,409 - mmaction - INFO - Epoch [18][100/1879] lr: 1.000e-02, eta: 1 day, 23:06:34, time: 0.793, data_time: 0.010, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.6669, loss: 1.6669 2020-06-18 05:07:07,053 - mmaction - INFO - Epoch [18][120/1879] lr: 1.000e-02, eta: 1 day, 23:05:55, time: 0.982, data_time: 0.099, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1789, loss: 2.1789 2020-06-18 05:07:24,096 - mmaction - INFO - Epoch [18][140/1879] lr: 1.000e-02, eta: 1 day, 23:04:54, time: 0.852, data_time: 0.004, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1285, loss: 2.1285 2020-06-18 05:07:44,258 - mmaction - INFO - Epoch [18][160/1879] lr: 1.000e-02, eta: 1 day, 23:04:20, time: 1.010, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.8938, loss: 1.8938 2020-06-18 05:08:05,209 - mmaction - INFO - Epoch [18][180/1879] lr: 1.000e-02, eta: 1 day, 23:03:52, time: 1.048, data_time: 0.351, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1418, loss: 2.1418 2020-06-18 05:08:22,400 - mmaction - INFO - Epoch [18][200/1879] lr: 1.000e-02, eta: 1 day, 23:02:52, time: 0.858, data_time: 0.117, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7688, loss_cls: 1.9908, loss: 1.9908 2020-06-18 05:08:41,093 - mmaction - INFO - Epoch [18][220/1879] lr: 1.000e-02, eta: 1 day, 23:02:05, time: 0.935, data_time: 0.002, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2668, loss: 2.2668 2020-06-18 05:09:06,916 - mmaction - INFO - Epoch [18][240/1879] lr: 1.000e-02, eta: 1 day, 23:02:17, time: 1.291, data_time: 0.290, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9252, loss: 1.9252 2020-06-18 05:09:24,509 - mmaction - INFO - Epoch [18][260/1879] lr: 1.000e-02, eta: 1 day, 23:01:21, time: 0.880, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8375, loss_cls: 1.8618, loss: 1.8618 2020-06-18 05:09:44,491 - mmaction - INFO - Epoch [18][280/1879] lr: 1.000e-02, eta: 1 day, 23:00:45, time: 1.000, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1449, loss: 2.1449 2020-06-18 05:10:01,848 - mmaction - INFO - Epoch [18][300/1879] lr: 1.000e-02, eta: 1 day, 22:59:48, time: 0.867, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.9995, loss: 1.9995 2020-06-18 05:10:19,802 - mmaction - INFO - Epoch [18][320/1879] lr: 1.000e-02, eta: 1 day, 22:58:55, time: 0.897, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0906, loss: 2.0906 2020-06-18 05:10:44,988 - mmaction - INFO - Epoch [18][340/1879] lr: 1.000e-02, eta: 1 day, 22:59:02, time: 1.260, data_time: 0.003, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.0859, loss: 2.0859 2020-06-18 05:10:57,754 - mmaction - INFO - Epoch [18][360/1879] lr: 1.000e-02, eta: 1 day, 22:57:27, time: 0.639, data_time: 0.036, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1679, loss: 2.1679 2020-06-18 05:11:22,534 - mmaction - INFO - Epoch [18][380/1879] lr: 1.000e-02, eta: 1 day, 22:57:30, time: 1.239, data_time: 0.186, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0020, loss: 2.0020 2020-06-18 05:11:40,225 - mmaction - INFO - Epoch [18][400/1879] lr: 1.000e-02, eta: 1 day, 22:56:35, time: 0.884, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9218, loss: 1.9218 2020-06-18 05:12:02,247 - mmaction - INFO - Epoch [18][420/1879] lr: 1.000e-02, eta: 1 day, 22:56:16, time: 1.102, data_time: 0.080, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9359, loss: 1.9359 2020-06-18 05:12:21,123 - mmaction - INFO - Epoch [18][440/1879] lr: 1.000e-02, eta: 1 day, 22:55:31, time: 0.944, data_time: 0.038, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.2527, loss: 2.2527 2020-06-18 05:12:33,200 - mmaction - INFO - Epoch [18][460/1879] lr: 1.000e-02, eta: 1 day, 22:53:52, time: 0.604, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.9593, loss: 1.9593 2020-06-18 05:12:50,882 - mmaction - INFO - Epoch [18][480/1879] lr: 1.000e-02, eta: 1 day, 22:52:57, time: 0.884, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1655, loss: 2.1655 2020-06-18 05:13:10,291 - mmaction - INFO - Epoch [18][500/1879] lr: 1.000e-02, eta: 1 day, 22:52:17, time: 0.970, data_time: 0.000, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0758, loss: 2.0758 2020-06-18 05:13:29,696 - mmaction - INFO - Epoch [18][520/1879] lr: 1.000e-02, eta: 1 day, 22:51:37, time: 0.971, data_time: 0.088, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3692, loss: 2.3692 2020-06-18 05:13:49,742 - mmaction - INFO - Epoch [18][540/1879] lr: 1.000e-02, eta: 1 day, 22:51:02, time: 1.001, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9546, loss: 1.9546 2020-06-18 05:14:10,031 - mmaction - INFO - Epoch [18][560/1879] lr: 1.000e-02, eta: 1 day, 22:50:29, time: 1.015, data_time: 0.076, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.3136, loss: 2.3136 2020-06-18 05:14:25,666 - mmaction - INFO - Epoch [18][580/1879] lr: 1.000e-02, eta: 1 day, 22:49:18, time: 0.781, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.8581, loss: 1.8581 2020-06-18 05:14:47,370 - mmaction - INFO - Epoch [18][600/1879] lr: 1.000e-02, eta: 1 day, 22:48:57, time: 1.086, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2091, loss: 2.2091 2020-06-18 05:15:04,019 - mmaction - INFO - Epoch [18][620/1879] lr: 1.000e-02, eta: 1 day, 22:47:55, time: 0.833, data_time: 0.252, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.3775, loss: 2.3775 2020-06-18 05:15:21,840 - mmaction - INFO - Epoch [18][640/1879] lr: 1.000e-02, eta: 1 day, 22:47:02, time: 0.890, data_time: 0.225, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8812, loss_cls: 1.7721, loss: 1.7721 2020-06-18 05:15:39,925 - mmaction - INFO - Epoch [18][660/1879] lr: 1.000e-02, eta: 1 day, 22:46:12, time: 0.904, data_time: 0.067, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0187, loss: 2.0187 2020-06-18 05:16:06,278 - mmaction - INFO - Epoch [18][680/1879] lr: 1.000e-02, eta: 1 day, 22:46:27, time: 1.318, data_time: 0.048, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2510, loss: 2.2510 2020-06-18 05:16:21,452 - mmaction - INFO - Epoch [18][700/1879] lr: 1.000e-02, eta: 1 day, 22:45:14, time: 0.759, data_time: 0.005, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7625, loss_cls: 2.1929, loss: 2.1929 2020-06-18 05:16:36,585 - mmaction - INFO - Epoch [18][720/1879] lr: 1.000e-02, eta: 1 day, 22:44:00, time: 0.756, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9534, loss: 1.9534 2020-06-18 05:16:52,846 - mmaction - INFO - Epoch [18][740/1879] lr: 1.000e-02, eta: 1 day, 22:42:55, time: 0.812, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.1603, loss: 2.1603 2020-06-18 05:17:08,090 - mmaction - INFO - Epoch [18][760/1879] lr: 1.000e-02, eta: 1 day, 22:41:42, time: 0.763, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7707, loss: 1.7707 2020-06-18 05:17:28,343 - mmaction - INFO - Epoch [18][780/1879] lr: 1.000e-02, eta: 1 day, 22:41:10, time: 1.013, data_time: 0.539, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8187, loss_cls: 1.9002, loss: 1.9002 2020-06-18 05:17:46,001 - mmaction - INFO - Epoch [18][800/1879] lr: 1.000e-02, eta: 1 day, 22:40:16, time: 0.883, data_time: 0.153, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7063, loss_cls: 2.1978, loss: 2.1978 2020-06-18 05:18:05,564 - mmaction - INFO - Epoch [18][820/1879] lr: 1.000e-02, eta: 1 day, 22:39:38, time: 0.977, data_time: 0.011, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1066, loss: 2.1066 2020-06-18 05:18:21,716 - mmaction - INFO - Epoch [18][840/1879] lr: 1.000e-02, eta: 1 day, 22:38:33, time: 0.808, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.8998, loss: 1.8998 2020-06-18 05:18:44,747 - mmaction - INFO - Epoch [18][860/1879] lr: 1.000e-02, eta: 1 day, 22:38:22, time: 1.152, data_time: 0.020, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0874, loss: 2.0874 2020-06-18 05:18:59,996 - mmaction - INFO - Epoch [18][880/1879] lr: 1.000e-02, eta: 1 day, 22:37:10, time: 0.761, data_time: 0.005, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0197, loss: 2.0197 2020-06-18 05:19:17,268 - mmaction - INFO - Epoch [18][900/1879] lr: 1.000e-02, eta: 1 day, 22:36:14, time: 0.866, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1885, loss: 2.1885 2020-06-18 05:19:39,765 - mmaction - INFO - Epoch [18][920/1879] lr: 1.000e-02, eta: 1 day, 22:35:59, time: 1.125, data_time: 0.012, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1784, loss: 2.1784 2020-06-18 05:19:58,303 - mmaction - INFO - Epoch [18][940/1879] lr: 1.000e-02, eta: 1 day, 22:35:13, time: 0.926, data_time: 0.050, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.2620, loss: 2.2620 2020-06-18 05:20:17,409 - mmaction - INFO - Epoch [18][960/1879] lr: 1.000e-02, eta: 1 day, 22:34:31, time: 0.954, data_time: 0.023, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7250, loss_cls: 2.0179, loss: 2.0179 2020-06-18 05:20:32,625 - mmaction - INFO - Epoch [18][980/1879] lr: 1.000e-02, eta: 1 day, 22:33:19, time: 0.761, data_time: 0.180, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0586, loss: 2.0586 2020-06-18 05:20:53,430 - mmaction - INFO - Epoch [18][1000/1879] lr: 1.000e-02, eta: 1 day, 22:32:51, time: 1.041, data_time: 0.618, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.1567, loss: 2.1567 2020-06-18 05:21:10,070 - mmaction - INFO - Epoch [18][1020/1879] lr: 1.000e-02, eta: 1 day, 22:31:51, time: 0.833, data_time: 0.255, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.1598, loss: 2.1598 2020-06-18 05:21:28,550 - mmaction - INFO - Epoch [18][1040/1879] lr: 1.000e-02, eta: 1 day, 22:31:05, time: 0.924, data_time: 0.459, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8798, loss: 1.8798 2020-06-18 05:21:45,325 - mmaction - INFO - Epoch [18][1060/1879] lr: 1.000e-02, eta: 1 day, 22:30:05, time: 0.839, data_time: 0.007, memory: 5168, top1_acc: 0.4750, top5_acc: 0.8187, loss_cls: 2.0621, loss: 2.0621 2020-06-18 05:22:06,029 - mmaction - INFO - Epoch [18][1080/1879] lr: 1.000e-02, eta: 1 day, 22:29:36, time: 1.035, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3403, loss: 2.3403 2020-06-18 05:22:24,270 - mmaction - INFO - Epoch [18][1100/1879] lr: 1.000e-02, eta: 1 day, 22:28:49, time: 0.912, data_time: 0.011, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9362, loss: 1.9362 2020-06-18 05:22:47,334 - mmaction - INFO - Epoch [18][1120/1879] lr: 1.000e-02, eta: 1 day, 22:28:38, time: 1.154, data_time: 0.074, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7000, loss_cls: 2.1271, loss: 2.1271 2020-06-18 05:23:06,045 - mmaction - INFO - Epoch [18][1140/1879] lr: 1.000e-02, eta: 1 day, 22:27:54, time: 0.935, data_time: 0.267, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1203, loss: 2.1203 2020-06-18 05:23:22,838 - mmaction - INFO - Epoch [18][1160/1879] lr: 1.000e-02, eta: 1 day, 22:26:55, time: 0.840, data_time: 0.176, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7562, loss_cls: 2.2274, loss: 2.2274 2020-06-18 05:23:42,290 - mmaction - INFO - Epoch [18][1180/1879] lr: 1.000e-02, eta: 1 day, 22:26:17, time: 0.972, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9269, loss: 1.9269 2020-06-18 05:23:57,226 - mmaction - INFO - Epoch [18][1200/1879] lr: 1.000e-02, eta: 1 day, 22:25:03, time: 0.746, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.1648, loss: 2.1648 2020-06-18 05:24:16,711 - mmaction - INFO - Epoch [18][1220/1879] lr: 1.000e-02, eta: 1 day, 22:24:26, time: 0.974, data_time: 0.005, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0604, loss: 2.0604 2020-06-18 05:24:29,551 - mmaction - INFO - Epoch [18][1240/1879] lr: 1.000e-02, eta: 1 day, 22:22:56, time: 0.643, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0301, loss: 2.0301 2020-06-18 05:24:48,594 - mmaction - INFO - Epoch [18][1260/1879] lr: 1.000e-02, eta: 1 day, 22:22:15, time: 0.951, data_time: 0.061, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0024, loss: 2.0024 2020-06-18 05:25:08,888 - mmaction - INFO - Epoch [18][1280/1879] lr: 1.000e-02, eta: 1 day, 22:21:44, time: 1.015, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1373, loss: 2.1373 2020-06-18 05:25:27,098 - mmaction - INFO - Epoch [18][1300/1879] lr: 1.000e-02, eta: 1 day, 22:20:56, time: 0.910, data_time: 0.150, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8066, loss: 1.8066 2020-06-18 05:25:46,520 - mmaction - INFO - Epoch [18][1320/1879] lr: 1.000e-02, eta: 1 day, 22:20:18, time: 0.972, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9572, loss: 1.9572 2020-06-18 05:26:05,270 - mmaction - INFO - Epoch [18][1340/1879] lr: 1.000e-02, eta: 1 day, 22:19:35, time: 0.936, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1283, loss: 2.1283 2020-06-18 05:26:35,329 - mmaction - INFO - Epoch [18][1360/1879] lr: 1.000e-02, eta: 1 day, 22:20:18, time: 1.503, data_time: 0.288, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8546, loss: 1.8546 2020-06-18 05:26:51,378 - mmaction - INFO - Epoch [18][1380/1879] lr: 1.000e-02, eta: 1 day, 22:19:14, time: 0.804, data_time: 0.122, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0637, loss: 2.0637 2020-06-18 05:27:09,459 - mmaction - INFO - Epoch [18][1400/1879] lr: 1.000e-02, eta: 1 day, 22:18:26, time: 0.904, data_time: 0.266, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0720, loss: 2.0720 2020-06-18 05:27:26,753 - mmaction - INFO - Epoch [18][1420/1879] lr: 1.000e-02, eta: 1 day, 22:17:32, time: 0.865, data_time: 0.025, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1639, loss: 2.1639 2020-06-18 05:27:49,084 - mmaction - INFO - Epoch [18][1440/1879] lr: 1.000e-02, eta: 1 day, 22:17:16, time: 1.117, data_time: 0.032, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 1.9695, loss: 1.9695 2020-06-18 05:28:05,471 - mmaction - INFO - Epoch [18][1460/1879] lr: 1.000e-02, eta: 1 day, 22:16:15, time: 0.818, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.9269, loss: 1.9269 2020-06-18 05:28:28,025 - mmaction - INFO - Epoch [18][1480/1879] lr: 1.000e-02, eta: 1 day, 22:16:01, time: 1.129, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7263, loss: 1.7263 2020-06-18 05:28:44,651 - mmaction - INFO - Epoch [18][1500/1879] lr: 1.000e-02, eta: 1 day, 22:15:02, time: 0.830, data_time: 0.050, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9988, loss: 1.9988 2020-06-18 05:29:02,405 - mmaction - INFO - Epoch [18][1520/1879] lr: 1.000e-02, eta: 1 day, 22:14:11, time: 0.888, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8714, loss: 1.8714 2020-06-18 05:29:27,173 - mmaction - INFO - Epoch [18][1540/1879] lr: 1.000e-02, eta: 1 day, 22:14:14, time: 1.238, data_time: 0.082, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9581, loss: 1.9581 2020-06-18 05:29:43,859 - mmaction - INFO - Epoch [18][1560/1879] lr: 1.000e-02, eta: 1 day, 22:13:15, time: 0.835, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0414, loss: 2.0414 2020-06-18 05:30:03,486 - mmaction - INFO - Epoch [18][1580/1879] lr: 1.000e-02, eta: 1 day, 22:12:39, time: 0.981, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0631, loss: 2.0631 2020-06-18 05:30:22,236 - mmaction - INFO - Epoch [18][1600/1879] lr: 1.000e-02, eta: 1 day, 22:11:57, time: 0.938, data_time: 0.158, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1481, loss: 2.1481 2020-06-18 05:30:44,998 - mmaction - INFO - Epoch [18][1620/1879] lr: 1.000e-02, eta: 1 day, 22:11:44, time: 1.137, data_time: 0.041, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1490, loss: 2.1490 2020-06-18 05:31:02,982 - mmaction - INFO - Epoch [18][1640/1879] lr: 1.000e-02, eta: 1 day, 22:10:56, time: 0.901, data_time: 0.215, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9444, loss: 1.9444 2020-06-18 05:31:21,229 - mmaction - INFO - Epoch [18][1660/1879] lr: 1.000e-02, eta: 1 day, 22:10:09, time: 0.912, data_time: 0.000, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.3664, loss: 2.3664 2020-06-18 05:31:42,360 - mmaction - INFO - Epoch [18][1680/1879] lr: 1.000e-02, eta: 1 day, 22:09:45, time: 1.057, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 1.9125, loss: 1.9125 2020-06-18 05:32:01,946 - mmaction - INFO - Epoch [18][1700/1879] lr: 1.000e-02, eta: 1 day, 22:09:08, time: 0.979, data_time: 0.400, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9690, loss: 1.9690 2020-06-18 05:32:16,418 - mmaction - INFO - Epoch [18][1720/1879] lr: 1.000e-02, eta: 1 day, 22:07:53, time: 0.723, data_time: 0.341, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0620, loss: 2.0620 2020-06-18 05:32:36,780 - mmaction - INFO - Epoch [18][1740/1879] lr: 1.000e-02, eta: 1 day, 22:07:23, time: 1.018, data_time: 0.133, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.0744, loss: 2.0744 2020-06-18 05:32:52,112 - mmaction - INFO - Epoch [18][1760/1879] lr: 1.000e-02, eta: 1 day, 22:06:15, time: 0.767, data_time: 0.406, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.0234, loss: 2.0234 2020-06-18 05:33:11,033 - mmaction - INFO - Epoch [18][1780/1879] lr: 1.000e-02, eta: 1 day, 22:05:34, time: 0.947, data_time: 0.505, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 2.0446, loss: 2.0446 2020-06-18 05:33:29,093 - mmaction - INFO - Epoch [18][1800/1879] lr: 1.000e-02, eta: 1 day, 22:04:46, time: 0.902, data_time: 0.027, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7063, loss_cls: 2.2085, loss: 2.2085 2020-06-18 05:33:46,058 - mmaction - INFO - Epoch [18][1820/1879] lr: 1.000e-02, eta: 1 day, 22:03:51, time: 0.848, data_time: 0.017, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0276, loss: 2.0276 2020-06-18 05:33:59,547 - mmaction - INFO - Epoch [18][1840/1879] lr: 1.000e-02, eta: 1 day, 22:02:30, time: 0.676, data_time: 0.178, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0379, loss: 2.0379 2020-06-18 05:34:16,601 - mmaction - INFO - Epoch [18][1860/1879] lr: 1.000e-02, eta: 1 day, 22:01:35, time: 0.853, data_time: 0.038, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0719, loss: 2.0719 2020-06-18 05:34:41,013 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-06-18 05:37:34,960 - mmaction - INFO - Epoch [19][20/1879] lr: 1.000e-02, eta: 1 day, 22:17:10, time: 8.660, data_time: 6.737, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0440, loss: 2.0440 2020-06-18 05:38:10,989 - mmaction - INFO - Epoch [19][40/1879] lr: 1.000e-02, eta: 1 day, 22:18:36, time: 1.801, data_time: 0.003, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2801, loss: 2.2801 2020-06-18 05:38:45,688 - mmaction - INFO - Epoch [19][60/1879] lr: 1.000e-02, eta: 1 day, 22:19:51, time: 1.734, data_time: 0.064, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7375, loss_cls: 2.1139, loss: 2.1139 2020-06-18 05:39:09,758 - mmaction - INFO - Epoch [19][80/1879] lr: 1.000e-02, eta: 1 day, 22:19:47, time: 1.205, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8646, loss: 1.8646 2020-06-18 05:39:37,517 - mmaction - INFO - Epoch [19][100/1879] lr: 1.000e-02, eta: 1 day, 22:20:11, time: 1.388, data_time: 0.110, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.6739, loss: 1.6739 2020-06-18 05:39:59,712 - mmaction - INFO - Epoch [19][120/1879] lr: 1.000e-02, eta: 1 day, 22:19:53, time: 1.110, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.9990, loss: 1.9990 2020-06-18 05:40:10,783 - mmaction - INFO - Epoch [19][140/1879] lr: 1.000e-02, eta: 1 day, 22:18:13, time: 0.554, data_time: 0.016, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1331, loss: 2.1331 2020-06-18 05:40:22,652 - mmaction - INFO - Epoch [19][160/1879] lr: 1.000e-02, eta: 1 day, 22:16:39, time: 0.592, data_time: 0.024, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9788, loss: 1.9788 2020-06-18 05:40:39,453 - mmaction - INFO - Epoch [19][180/1879] lr: 1.000e-02, eta: 1 day, 22:15:42, time: 0.840, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0891, loss: 2.0891 2020-06-18 05:40:55,889 - mmaction - INFO - Epoch [19][200/1879] lr: 1.000e-02, eta: 1 day, 22:14:42, time: 0.823, data_time: 0.138, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7121, loss: 1.7121 2020-06-18 05:41:13,407 - mmaction - INFO - Epoch [19][220/1879] lr: 1.000e-02, eta: 1 day, 22:13:50, time: 0.875, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9282, loss: 1.9282 2020-06-18 05:41:30,567 - mmaction - INFO - Epoch [19][240/1879] lr: 1.000e-02, eta: 1 day, 22:12:55, time: 0.858, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9098, loss: 1.9098 2020-06-18 05:41:51,180 - mmaction - INFO - Epoch [19][260/1879] lr: 1.000e-02, eta: 1 day, 22:12:26, time: 1.032, data_time: 0.201, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 1.9582, loss: 1.9582 2020-06-18 05:42:13,510 - mmaction - INFO - Epoch [19][280/1879] lr: 1.000e-02, eta: 1 day, 22:12:10, time: 1.116, data_time: 0.075, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0084, loss: 2.0084 2020-06-18 05:42:43,168 - mmaction - INFO - Epoch [19][300/1879] lr: 1.000e-02, eta: 1 day, 22:12:47, time: 1.482, data_time: 0.278, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7806, loss: 1.7806 2020-06-18 05:43:03,446 - mmaction - INFO - Epoch [19][320/1879] lr: 1.000e-02, eta: 1 day, 22:12:15, time: 1.015, data_time: 0.055, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7968, loss: 1.7968 2020-06-18 05:43:23,164 - mmaction - INFO - Epoch [19][340/1879] lr: 1.000e-02, eta: 1 day, 22:11:40, time: 0.986, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0417, loss: 2.0417 2020-06-18 05:43:47,548 - mmaction - INFO - Epoch [19][360/1879] lr: 1.000e-02, eta: 1 day, 22:11:38, time: 1.219, data_time: 0.176, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8250, loss_cls: 1.7928, loss: 1.7928 2020-06-18 05:44:10,718 - mmaction - INFO - Epoch [19][380/1879] lr: 1.000e-02, eta: 1 day, 22:11:28, time: 1.159, data_time: 0.196, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 2.0205, loss: 2.0205 2020-06-18 05:44:38,555 - mmaction - INFO - Epoch [19][400/1879] lr: 1.000e-02, eta: 1 day, 22:11:51, time: 1.391, data_time: 0.205, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8928, loss: 1.8928 2020-06-18 05:45:08,687 - mmaction - INFO - Epoch [19][420/1879] lr: 1.000e-02, eta: 1 day, 22:12:31, time: 1.506, data_time: 0.263, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0339, loss: 2.0339 2020-06-18 05:45:32,712 - mmaction - INFO - Epoch [19][440/1879] lr: 1.000e-02, eta: 1 day, 22:12:27, time: 1.200, data_time: 0.213, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.6818, loss: 1.6818 2020-06-18 05:46:00,177 - mmaction - INFO - Epoch [19][460/1879] lr: 1.000e-02, eta: 1 day, 22:12:47, time: 1.374, data_time: 0.121, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9593, loss: 1.9593 2020-06-18 05:46:25,579 - mmaction - INFO - Epoch [19][480/1879] lr: 1.000e-02, eta: 1 day, 22:12:53, time: 1.271, data_time: 0.018, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2820, loss: 2.2820 2020-06-18 05:46:51,788 - mmaction - INFO - Epoch [19][500/1879] lr: 1.000e-02, eta: 1 day, 22:13:04, time: 1.310, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0552, loss: 2.0552 2020-06-18 05:47:13,985 - mmaction - INFO - Epoch [19][520/1879] lr: 1.000e-02, eta: 1 day, 22:12:43, time: 1.086, data_time: 0.029, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0089, loss: 2.0089 2020-06-18 05:47:35,578 - mmaction - INFO - Epoch [19][540/1879] lr: 1.000e-02, eta: 1 day, 22:12:24, time: 1.103, data_time: 0.024, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2580, loss: 2.2580 2020-06-18 05:47:52,784 - mmaction - INFO - Epoch [19][560/1879] lr: 1.000e-02, eta: 1 day, 22:11:30, time: 0.861, data_time: 0.006, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1414, loss: 2.1414 2020-06-18 05:48:12,920 - mmaction - INFO - Epoch [19][580/1879] lr: 1.000e-02, eta: 1 day, 22:10:58, time: 1.006, data_time: 0.165, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9550, loss: 1.9550 2020-06-18 05:48:31,687 - mmaction - INFO - Epoch [19][600/1879] lr: 1.000e-02, eta: 1 day, 22:10:15, time: 0.939, data_time: 0.353, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1999, loss: 2.1999 2020-06-18 05:48:50,568 - mmaction - INFO - Epoch [19][620/1879] lr: 1.000e-02, eta: 1 day, 22:09:33, time: 0.943, data_time: 0.190, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9914, loss: 1.9914 2020-06-18 05:49:11,787 - mmaction - INFO - Epoch [19][640/1879] lr: 1.000e-02, eta: 1 day, 22:09:09, time: 1.062, data_time: 0.082, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0824, loss: 2.0824 2020-06-18 05:49:28,661 - mmaction - INFO - Epoch [19][660/1879] lr: 1.000e-02, eta: 1 day, 22:08:12, time: 0.843, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0485, loss: 2.0485 2020-06-18 05:49:52,687 - mmaction - INFO - Epoch [19][680/1879] lr: 1.000e-02, eta: 1 day, 22:08:08, time: 1.201, data_time: 0.030, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9932, loss: 1.9932 2020-06-18 05:50:06,114 - mmaction - INFO - Epoch [19][700/1879] lr: 1.000e-02, eta: 1 day, 22:06:47, time: 0.671, data_time: 0.003, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0474, loss: 2.0474 2020-06-18 05:50:20,726 - mmaction - INFO - Epoch [19][720/1879] lr: 1.000e-02, eta: 1 day, 22:05:35, time: 0.730, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 1.9932, loss: 1.9932 2020-06-18 05:50:40,468 - mmaction - INFO - Epoch [19][740/1879] lr: 1.000e-02, eta: 1 day, 22:05:00, time: 0.988, data_time: 0.059, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.2785, loss: 2.2785 2020-06-18 05:51:04,259 - mmaction - INFO - Epoch [19][760/1879] lr: 1.000e-02, eta: 1 day, 22:04:51, time: 1.171, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9696, loss: 1.9696 2020-06-18 05:51:21,162 - mmaction - INFO - Epoch [19][780/1879] lr: 1.000e-02, eta: 1 day, 22:03:58, time: 0.864, data_time: 0.154, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8669, loss: 1.8669 2020-06-18 05:51:43,409 - mmaction - INFO - Epoch [19][800/1879] lr: 1.000e-02, eta: 1 day, 22:03:41, time: 1.112, data_time: 0.305, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 2.0941, loss: 2.0941 2020-06-18 05:52:01,029 - mmaction - INFO - Epoch [19][820/1879] lr: 1.000e-02, eta: 1 day, 22:02:51, time: 0.881, data_time: 0.193, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0728, loss: 2.0728 2020-06-18 05:52:13,671 - mmaction - INFO - Epoch [19][840/1879] lr: 1.000e-02, eta: 1 day, 22:01:25, time: 0.632, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0824, loss: 2.0824 2020-06-18 05:52:30,305 - mmaction - INFO - Epoch [19][860/1879] lr: 1.000e-02, eta: 1 day, 22:00:28, time: 0.832, data_time: 0.000, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1723, loss: 2.1723 2020-06-18 05:52:42,432 - mmaction - INFO - Epoch [19][880/1879] lr: 1.000e-02, eta: 1 day, 21:58:59, time: 0.606, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8250, loss_cls: 1.7113, loss: 1.7113 2020-06-18 05:53:00,013 - mmaction - INFO - Epoch [19][900/1879] lr: 1.000e-02, eta: 1 day, 21:58:08, time: 0.879, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0799, loss: 2.0799 2020-06-18 05:53:17,181 - mmaction - INFO - Epoch [19][920/1879] lr: 1.000e-02, eta: 1 day, 21:57:15, time: 0.858, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.9382, loss: 1.9382 2020-06-18 05:53:33,439 - mmaction - INFO - Epoch [19][940/1879] lr: 1.000e-02, eta: 1 day, 21:56:16, time: 0.813, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8868, loss: 1.8868 2020-06-18 05:53:52,359 - mmaction - INFO - Epoch [19][960/1879] lr: 1.000e-02, eta: 1 day, 21:55:35, time: 0.946, data_time: 0.219, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7986, loss: 1.7986 2020-06-18 05:54:18,022 - mmaction - INFO - Epoch [19][980/1879] lr: 1.000e-02, eta: 1 day, 21:55:42, time: 1.283, data_time: 0.020, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.8403, loss: 1.8403 2020-06-18 05:54:37,836 - mmaction - INFO - Epoch [19][1000/1879] lr: 1.000e-02, eta: 1 day, 21:55:08, time: 0.991, data_time: 0.024, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7312, loss_cls: 2.1439, loss: 2.1439 2020-06-18 05:54:50,180 - mmaction - INFO - Epoch [19][1020/1879] lr: 1.000e-02, eta: 1 day, 21:53:41, time: 0.616, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0364, loss: 2.0364 2020-06-18 05:55:05,911 - mmaction - INFO - Epoch [19][1040/1879] lr: 1.000e-02, eta: 1 day, 21:52:38, time: 0.787, data_time: 0.066, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1202, loss: 2.1202 2020-06-18 05:55:25,487 - mmaction - INFO - Epoch [19][1060/1879] lr: 1.000e-02, eta: 1 day, 21:52:03, time: 0.979, data_time: 0.235, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.8818, loss: 1.8818 2020-06-18 05:55:42,508 - mmaction - INFO - Epoch [19][1080/1879] lr: 1.000e-02, eta: 1 day, 21:51:09, time: 0.851, data_time: 0.034, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3386, loss: 2.3386 2020-06-18 05:56:02,493 - mmaction - INFO - Epoch [19][1100/1879] lr: 1.000e-02, eta: 1 day, 21:50:36, time: 0.999, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0232, loss: 2.0232 2020-06-18 05:56:20,625 - mmaction - INFO - Epoch [19][1120/1879] lr: 1.000e-02, eta: 1 day, 21:49:51, time: 0.907, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0778, loss: 2.0778 2020-06-18 05:56:36,535 - mmaction - INFO - Epoch [19][1140/1879] lr: 1.000e-02, eta: 1 day, 21:48:49, time: 0.794, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8050, loss: 1.8050 2020-06-18 05:56:55,173 - mmaction - INFO - Epoch [19][1160/1879] lr: 1.000e-02, eta: 1 day, 21:48:07, time: 0.932, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7438, loss_cls: 1.9933, loss: 1.9933 2020-06-18 05:57:11,808 - mmaction - INFO - Epoch [19][1180/1879] lr: 1.000e-02, eta: 1 day, 21:47:11, time: 0.832, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1054, loss: 2.1054 2020-06-18 05:57:28,987 - mmaction - INFO - Epoch [19][1200/1879] lr: 1.000e-02, eta: 1 day, 21:46:19, time: 0.860, data_time: 0.207, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7375, loss_cls: 1.9154, loss: 1.9154 2020-06-18 05:57:46,679 - mmaction - INFO - Epoch [19][1220/1879] lr: 1.000e-02, eta: 1 day, 21:45:30, time: 0.885, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.0697, loss: 2.0697 2020-06-18 05:58:06,533 - mmaction - INFO - Epoch [19][1240/1879] lr: 1.000e-02, eta: 1 day, 21:44:57, time: 0.991, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9194, loss: 1.9194 2020-06-18 05:58:26,909 - mmaction - INFO - Epoch [19][1260/1879] lr: 1.000e-02, eta: 1 day, 21:44:27, time: 1.020, data_time: 0.268, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2866, loss: 2.2866 2020-06-18 05:58:42,025 - mmaction - INFO - Epoch [19][1280/1879] lr: 1.000e-02, eta: 1 day, 21:43:21, time: 0.754, data_time: 0.006, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1154, loss: 2.1154 2020-06-18 05:58:56,534 - mmaction - INFO - Epoch [19][1300/1879] lr: 1.000e-02, eta: 1 day, 21:42:10, time: 0.725, data_time: 0.015, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.0395, loss: 2.0395 2020-06-18 05:59:14,559 - mmaction - INFO - Epoch [19][1320/1879] lr: 1.000e-02, eta: 1 day, 21:41:24, time: 0.903, data_time: 0.003, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8799, loss: 1.8799 2020-06-18 05:59:29,144 - mmaction - INFO - Epoch [19][1340/1879] lr: 1.000e-02, eta: 1 day, 21:40:14, time: 0.728, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7086, loss: 1.7086 2020-06-18 05:59:46,125 - mmaction - INFO - Epoch [19][1360/1879] lr: 1.000e-02, eta: 1 day, 21:39:21, time: 0.849, data_time: 0.167, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.9999, loss: 1.9999 2020-06-18 06:00:07,889 - mmaction - INFO - Epoch [19][1380/1879] lr: 1.000e-02, eta: 1 day, 21:39:00, time: 1.080, data_time: 0.060, memory: 5168, top1_acc: 0.4688, top5_acc: 0.8000, loss_cls: 2.0246, loss: 2.0246 2020-06-18 06:00:26,007 - mmaction - INFO - Epoch [19][1400/1879] lr: 1.000e-02, eta: 1 day, 21:38:16, time: 0.913, data_time: 0.013, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0346, loss: 2.0346 2020-06-18 06:00:51,274 - mmaction - INFO - Epoch [19][1420/1879] lr: 1.000e-02, eta: 1 day, 21:38:21, time: 1.265, data_time: 0.017, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0357, loss: 2.0357 2020-06-18 06:01:21,549 - mmaction - INFO - Epoch [19][1440/1879] lr: 1.000e-02, eta: 1 day, 21:39:00, time: 1.513, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.1401, loss: 2.1401 2020-06-18 06:01:44,022 - mmaction - INFO - Epoch [19][1460/1879] lr: 1.000e-02, eta: 1 day, 21:38:45, time: 1.123, data_time: 0.072, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9349, loss: 1.9349 2020-06-18 06:02:03,256 - mmaction - INFO - Epoch [19][1480/1879] lr: 1.000e-02, eta: 1 day, 21:38:07, time: 0.963, data_time: 0.054, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.2195, loss: 2.2195 2020-06-18 06:02:25,656 - mmaction - INFO - Epoch [19][1500/1879] lr: 1.000e-02, eta: 1 day, 21:37:52, time: 1.118, data_time: 0.164, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.7279, loss: 1.7279 2020-06-18 06:02:38,385 - mmaction - INFO - Epoch [19][1520/1879] lr: 1.000e-02, eta: 1 day, 21:36:30, time: 0.637, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.8874, loss: 1.8874 2020-06-18 06:02:54,977 - mmaction - INFO - Epoch [19][1540/1879] lr: 1.000e-02, eta: 1 day, 21:35:34, time: 0.830, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8170, loss: 1.8170 2020-06-18 06:03:17,660 - mmaction - INFO - Epoch [19][1560/1879] lr: 1.000e-02, eta: 1 day, 21:35:21, time: 1.135, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7125, loss_cls: 2.3450, loss: 2.3450 2020-06-18 06:03:35,985 - mmaction - INFO - Epoch [19][1580/1879] lr: 1.000e-02, eta: 1 day, 21:34:37, time: 0.915, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0770, loss: 2.0770 2020-06-18 06:03:57,746 - mmaction - INFO - Epoch [19][1600/1879] lr: 1.000e-02, eta: 1 day, 21:34:17, time: 1.088, data_time: 0.023, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8510, loss: 1.8510 2020-06-18 06:04:12,883 - mmaction - INFO - Epoch [19][1620/1879] lr: 1.000e-02, eta: 1 day, 21:33:12, time: 0.756, data_time: 0.102, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8344, loss: 1.8344 2020-06-18 06:04:27,495 - mmaction - INFO - Epoch [19][1640/1879] lr: 1.000e-02, eta: 1 day, 21:32:04, time: 0.732, data_time: 0.247, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1366, loss: 2.1366 2020-06-18 06:04:45,491 - mmaction - INFO - Epoch [19][1660/1879] lr: 1.000e-02, eta: 1 day, 21:31:18, time: 0.900, data_time: 0.304, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8375, loss_cls: 1.7311, loss: 1.7311 2020-06-18 06:05:05,029 - mmaction - INFO - Epoch [19][1680/1879] lr: 1.000e-02, eta: 1 day, 21:30:43, time: 0.976, data_time: 0.046, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7125, loss_cls: 2.2929, loss: 2.2929 2020-06-18 06:05:24,393 - mmaction - INFO - Epoch [19][1700/1879] lr: 1.000e-02, eta: 1 day, 21:30:07, time: 0.969, data_time: 0.054, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.0645, loss: 2.0645 2020-06-18 06:05:45,402 - mmaction - INFO - Epoch [19][1720/1879] lr: 1.000e-02, eta: 1 day, 21:29:42, time: 1.051, data_time: 0.045, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7125, loss_cls: 2.1776, loss: 2.1776 2020-06-18 06:06:04,522 - mmaction - INFO - Epoch [19][1740/1879] lr: 1.000e-02, eta: 1 day, 21:29:04, time: 0.955, data_time: 0.144, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.2763, loss: 2.2763 2020-06-18 06:06:24,225 - mmaction - INFO - Epoch [19][1760/1879] lr: 1.000e-02, eta: 1 day, 21:28:31, time: 0.987, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 1.9753, loss: 1.9753 2020-06-18 06:06:45,905 - mmaction - INFO - Epoch [19][1780/1879] lr: 1.000e-02, eta: 1 day, 21:28:11, time: 1.083, data_time: 0.090, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9625, loss: 1.9625 2020-06-18 06:07:03,504 - mmaction - INFO - Epoch [19][1800/1879] lr: 1.000e-02, eta: 1 day, 21:27:23, time: 0.880, data_time: 0.155, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1407, loss: 2.1407 2020-06-18 06:07:24,688 - mmaction - INFO - Epoch [19][1820/1879] lr: 1.000e-02, eta: 1 day, 21:26:59, time: 1.060, data_time: 0.183, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0729, loss: 2.0729 2020-06-18 06:07:38,873 - mmaction - INFO - Epoch [19][1840/1879] lr: 1.000e-02, eta: 1 day, 21:25:48, time: 0.709, data_time: 0.136, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7250, loss_cls: 2.1060, loss: 2.1060 2020-06-18 06:07:56,561 - mmaction - INFO - Epoch [19][1860/1879] lr: 1.000e-02, eta: 1 day, 21:25:01, time: 0.885, data_time: 0.087, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1741, loss: 2.1741 2020-06-18 06:08:21,957 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-06-18 06:10:37,191 - mmaction - INFO - Epoch [20][20/1879] lr: 1.000e-02, eta: 1 day, 21:34:44, time: 6.728, data_time: 5.716, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.7301, loss: 1.7301 2020-06-18 06:11:11,147 - mmaction - INFO - Epoch [20][40/1879] lr: 1.000e-02, eta: 1 day, 21:35:46, time: 1.698, data_time: 0.247, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8243, loss: 1.8243 2020-06-18 06:11:37,945 - mmaction - INFO - Epoch [20][60/1879] lr: 1.000e-02, eta: 1 day, 21:36:00, time: 1.340, data_time: 0.008, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1110, loss: 2.1110 2020-06-18 06:12:06,760 - mmaction - INFO - Epoch [20][80/1879] lr: 1.000e-02, eta: 1 day, 21:36:26, time: 1.439, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1388, loss: 2.1388 2020-06-18 06:12:20,930 - mmaction - INFO - Epoch [20][100/1879] lr: 1.000e-02, eta: 1 day, 21:35:15, time: 0.710, data_time: 0.003, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7715, loss: 1.7715 2020-06-18 06:12:31,788 - mmaction - INFO - Epoch [20][120/1879] lr: 1.000e-02, eta: 1 day, 21:33:42, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9188, loss: 1.9188 2020-06-18 06:12:42,957 - mmaction - INFO - Epoch [20][140/1879] lr: 1.000e-02, eta: 1 day, 21:32:11, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.0414, loss: 2.0414 2020-06-18 06:12:53,514 - mmaction - INFO - Epoch [20][160/1879] lr: 1.000e-02, eta: 1 day, 21:30:35, time: 0.526, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.9255, loss: 1.9255 2020-06-18 06:13:12,096 - mmaction - INFO - Epoch [20][180/1879] lr: 1.000e-02, eta: 1 day, 21:29:54, time: 0.930, data_time: 0.601, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9042, loss: 1.9042 2020-06-18 06:13:35,790 - mmaction - INFO - Epoch [20][200/1879] lr: 1.000e-02, eta: 1 day, 21:29:46, time: 1.184, data_time: 0.115, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4058, loss: 2.4058 2020-06-18 06:13:57,561 - mmaction - INFO - Epoch [20][220/1879] lr: 1.000e-02, eta: 1 day, 21:29:26, time: 1.089, data_time: 0.003, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2082, loss: 2.2082 2020-06-18 06:14:13,373 - mmaction - INFO - Epoch [20][240/1879] lr: 1.000e-02, eta: 1 day, 21:28:26, time: 0.790, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.9333, loss: 1.9333 2020-06-18 06:14:33,143 - mmaction - INFO - Epoch [20][260/1879] lr: 1.000e-02, eta: 1 day, 21:27:53, time: 0.990, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8434, loss: 1.8434 2020-06-18 06:14:54,077 - mmaction - INFO - Epoch [20][280/1879] lr: 1.000e-02, eta: 1 day, 21:27:28, time: 1.047, data_time: 0.074, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8216, loss: 1.8216 2020-06-18 06:15:13,422 - mmaction - INFO - Epoch [20][300/1879] lr: 1.000e-02, eta: 1 day, 21:26:51, time: 0.966, data_time: 0.055, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.0816, loss: 2.0816 2020-06-18 06:15:32,117 - mmaction - INFO - Epoch [20][320/1879] lr: 1.000e-02, eta: 1 day, 21:26:11, time: 0.936, data_time: 0.095, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.2287, loss: 2.2287 2020-06-18 06:15:55,194 - mmaction - INFO - Epoch [20][340/1879] lr: 1.000e-02, eta: 1 day, 21:26:00, time: 1.153, data_time: 0.296, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.9186, loss: 1.9186 2020-06-18 06:16:19,278 - mmaction - INFO - Epoch [20][360/1879] lr: 1.000e-02, eta: 1 day, 21:25:55, time: 1.205, data_time: 0.031, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8654, loss: 1.8654 2020-06-18 06:16:46,510 - mmaction - INFO - Epoch [20][380/1879] lr: 1.000e-02, eta: 1 day, 21:26:11, time: 1.360, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9551, loss: 1.9551 2020-06-18 06:17:08,786 - mmaction - INFO - Epoch [20][400/1879] lr: 1.000e-02, eta: 1 day, 21:25:54, time: 1.115, data_time: 0.078, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1799, loss: 2.1799 2020-06-18 06:17:37,890 - mmaction - INFO - Epoch [20][420/1879] lr: 1.000e-02, eta: 1 day, 21:26:23, time: 1.456, data_time: 0.143, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.0591, loss: 2.0591 2020-06-18 06:18:09,359 - mmaction - INFO - Epoch [20][440/1879] lr: 1.000e-02, eta: 1 day, 21:27:07, time: 1.573, data_time: 0.273, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.7279, loss: 1.7279 2020-06-18 06:18:30,792 - mmaction - INFO - Epoch [20][460/1879] lr: 1.000e-02, eta: 1 day, 21:26:44, time: 1.072, data_time: 0.005, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8640, loss: 1.8640 2020-06-18 06:18:56,015 - mmaction - INFO - Epoch [20][480/1879] lr: 1.000e-02, eta: 1 day, 21:26:47, time: 1.259, data_time: 0.163, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9782, loss: 1.9782 2020-06-18 06:19:17,439 - mmaction - INFO - Epoch [20][500/1879] lr: 1.000e-02, eta: 1 day, 21:26:24, time: 1.073, data_time: 0.003, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0622, loss: 2.0622 2020-06-18 06:19:42,059 - mmaction - INFO - Epoch [20][520/1879] lr: 1.000e-02, eta: 1 day, 21:26:23, time: 1.231, data_time: 0.665, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9013, loss: 1.9013 2020-06-18 06:19:57,460 - mmaction - INFO - Epoch [20][540/1879] lr: 1.000e-02, eta: 1 day, 21:25:21, time: 0.770, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.1912, loss: 2.1912 2020-06-18 06:20:13,277 - mmaction - INFO - Epoch [20][560/1879] lr: 1.000e-02, eta: 1 day, 21:24:21, time: 0.791, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9800, loss: 1.9800 2020-06-18 06:20:33,180 - mmaction - INFO - Epoch [20][580/1879] lr: 1.000e-02, eta: 1 day, 21:23:49, time: 0.995, data_time: 0.016, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9721, loss: 1.9721 2020-06-18 06:20:49,007 - mmaction - INFO - Epoch [20][600/1879] lr: 1.000e-02, eta: 1 day, 21:22:50, time: 0.792, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9525, loss: 1.9525 2020-06-18 06:21:04,809 - mmaction - INFO - Epoch [20][620/1879] lr: 1.000e-02, eta: 1 day, 21:21:51, time: 0.790, data_time: 0.058, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8688, loss: 1.8688 2020-06-18 06:21:21,579 - mmaction - INFO - Epoch [20][640/1879] lr: 1.000e-02, eta: 1 day, 21:20:58, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7188, loss_cls: 2.0810, loss: 2.0810 2020-06-18 06:21:42,374 - mmaction - INFO - Epoch [20][660/1879] lr: 1.000e-02, eta: 1 day, 21:20:31, time: 1.040, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 2.0859, loss: 2.0859 2020-06-18 06:21:58,695 - mmaction - INFO - Epoch [20][680/1879] lr: 1.000e-02, eta: 1 day, 21:19:36, time: 0.817, data_time: 0.230, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.1564, loss: 2.1564 2020-06-18 06:22:13,857 - mmaction - INFO - Epoch [20][700/1879] lr: 1.000e-02, eta: 1 day, 21:18:33, time: 0.757, data_time: 0.239, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9355, loss: 1.9355 2020-06-18 06:22:29,059 - mmaction - INFO - Epoch [20][720/1879] lr: 1.000e-02, eta: 1 day, 21:17:30, time: 0.759, data_time: 0.099, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.0438, loss: 2.0438 2020-06-18 06:22:44,772 - mmaction - INFO - Epoch [20][740/1879] lr: 1.000e-02, eta: 1 day, 21:16:31, time: 0.788, data_time: 0.019, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 1.9690, loss: 1.9690 2020-06-18 06:23:05,455 - mmaction - INFO - Epoch [20][760/1879] lr: 1.000e-02, eta: 1 day, 21:16:04, time: 1.034, data_time: 0.203, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1492, loss: 2.1492 2020-06-18 06:23:24,035 - mmaction - INFO - Epoch [20][780/1879] lr: 1.000e-02, eta: 1 day, 21:15:23, time: 0.930, data_time: 0.404, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 1.9738, loss: 1.9738 2020-06-18 06:23:44,222 - mmaction - INFO - Epoch [20][800/1879] lr: 1.000e-02, eta: 1 day, 21:14:53, time: 1.008, data_time: 0.001, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.1745, loss: 2.1745 2020-06-18 06:24:01,533 - mmaction - INFO - Epoch [20][820/1879] lr: 1.000e-02, eta: 1 day, 21:14:04, time: 0.867, data_time: 0.196, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9948, loss: 1.9948 2020-06-18 06:24:22,776 - mmaction - INFO - Epoch [20][840/1879] lr: 1.000e-02, eta: 1 day, 21:13:41, time: 1.062, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8187, loss_cls: 1.8592, loss: 1.8592 2020-06-18 06:24:39,460 - mmaction - INFO - Epoch [20][860/1879] lr: 1.000e-02, eta: 1 day, 21:12:48, time: 0.834, data_time: 0.093, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2303, loss: 2.2303 2020-06-18 06:25:00,618 - mmaction - INFO - Epoch [20][880/1879] lr: 1.000e-02, eta: 1 day, 21:12:24, time: 1.058, data_time: 0.032, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0241, loss: 2.0241 2020-06-18 06:25:17,746 - mmaction - INFO - Epoch [20][900/1879] lr: 1.000e-02, eta: 1 day, 21:11:34, time: 0.855, data_time: 0.083, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1468, loss: 2.1468 2020-06-18 06:25:37,695 - mmaction - INFO - Epoch [20][920/1879] lr: 1.000e-02, eta: 1 day, 21:11:03, time: 0.999, data_time: 0.420, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1190, loss: 2.1190 2020-06-18 06:25:54,165 - mmaction - INFO - Epoch [20][940/1879] lr: 1.000e-02, eta: 1 day, 21:10:09, time: 0.823, data_time: 0.094, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.6927, loss: 1.6927 2020-06-18 06:26:10,011 - mmaction - INFO - Epoch [20][960/1879] lr: 1.000e-02, eta: 1 day, 21:09:11, time: 0.792, data_time: 0.094, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0504, loss: 2.0504 2020-06-18 06:26:27,942 - mmaction - INFO - Epoch [20][980/1879] lr: 1.000e-02, eta: 1 day, 21:08:27, time: 0.896, data_time: 0.080, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1496, loss: 2.1496 2020-06-18 06:26:46,993 - mmaction - INFO - Epoch [20][1000/1879] lr: 1.000e-02, eta: 1 day, 21:07:50, time: 0.951, data_time: 0.264, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0473, loss: 2.0473 2020-06-18 06:27:06,779 - mmaction - INFO - Epoch [20][1020/1879] lr: 1.000e-02, eta: 1 day, 21:07:17, time: 0.990, data_time: 0.058, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9494, loss: 1.9494 2020-06-18 06:27:26,021 - mmaction - INFO - Epoch [20][1040/1879] lr: 1.000e-02, eta: 1 day, 21:06:41, time: 0.962, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9545, loss: 1.9545 2020-06-18 06:27:38,509 - mmaction - INFO - Epoch [20][1060/1879] lr: 1.000e-02, eta: 1 day, 21:05:22, time: 0.624, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9695, loss: 1.9695 2020-06-18 06:27:54,623 - mmaction - INFO - Epoch [20][1080/1879] lr: 1.000e-02, eta: 1 day, 21:04:26, time: 0.806, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9268, loss: 1.9268 2020-06-18 06:28:14,069 - mmaction - INFO - Epoch [20][1100/1879] lr: 1.000e-02, eta: 1 day, 21:03:52, time: 0.971, data_time: 0.112, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.1110, loss: 2.1110 2020-06-18 06:28:31,250 - mmaction - INFO - Epoch [20][1120/1879] lr: 1.000e-02, eta: 1 day, 21:03:03, time: 0.859, data_time: 0.025, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1584, loss: 2.1584 2020-06-18 06:28:55,777 - mmaction - INFO - Epoch [20][1140/1879] lr: 1.000e-02, eta: 1 day, 21:03:01, time: 1.227, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8313, loss_cls: 1.8911, loss: 1.8911 2020-06-18 06:29:09,682 - mmaction - INFO - Epoch [20][1160/1879] lr: 1.000e-02, eta: 1 day, 21:01:51, time: 0.696, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.8046, loss: 1.8046 2020-06-18 06:29:36,914 - mmaction - INFO - Epoch [20][1180/1879] lr: 1.000e-02, eta: 1 day, 21:02:06, time: 1.360, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 2.0373, loss: 2.0373 2020-06-18 06:29:49,090 - mmaction - INFO - Epoch [20][1200/1879] lr: 1.000e-02, eta: 1 day, 21:00:46, time: 0.611, data_time: 0.019, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7481, loss: 1.7481 2020-06-18 06:30:08,429 - mmaction - INFO - Epoch [20][1220/1879] lr: 1.000e-02, eta: 1 day, 21:00:11, time: 0.967, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 2.1141, loss: 2.1141 2020-06-18 06:30:26,322 - mmaction - INFO - Epoch [20][1240/1879] lr: 1.000e-02, eta: 1 day, 20:59:27, time: 0.895, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.4296, loss: 2.4296 2020-06-18 06:30:45,561 - mmaction - INFO - Epoch [20][1260/1879] lr: 1.000e-02, eta: 1 day, 20:58:52, time: 0.962, data_time: 0.034, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0070, loss: 2.0070 2020-06-18 06:31:07,843 - mmaction - INFO - Epoch [20][1280/1879] lr: 1.000e-02, eta: 1 day, 20:58:35, time: 1.114, data_time: 0.301, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8974, loss: 1.8974 2020-06-18 06:31:24,551 - mmaction - INFO - Epoch [20][1300/1879] lr: 1.000e-02, eta: 1 day, 20:57:44, time: 0.835, data_time: 0.066, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8438, loss_cls: 1.7560, loss: 1.7560 2020-06-18 06:31:44,034 - mmaction - INFO - Epoch [20][1320/1879] lr: 1.000e-02, eta: 1 day, 20:57:10, time: 0.975, data_time: 0.015, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3006, loss: 2.3006 2020-06-18 06:31:57,019 - mmaction - INFO - Epoch [20][1340/1879] lr: 1.000e-02, eta: 1 day, 20:55:55, time: 0.650, data_time: 0.001, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.3459, loss: 2.3459 2020-06-18 06:32:13,669 - mmaction - INFO - Epoch [20][1360/1879] lr: 1.000e-02, eta: 1 day, 20:55:03, time: 0.832, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 2.0299, loss: 2.0299 2020-06-18 06:32:31,745 - mmaction - INFO - Epoch [20][1380/1879] lr: 1.000e-02, eta: 1 day, 20:54:20, time: 0.903, data_time: 0.046, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8313, loss_cls: 1.8366, loss: 1.8366 2020-06-18 06:32:53,368 - mmaction - INFO - Epoch [20][1400/1879] lr: 1.000e-02, eta: 1 day, 20:54:00, time: 1.082, data_time: 0.006, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 1.9793, loss: 1.9793 2020-06-18 06:33:10,603 - mmaction - INFO - Epoch [20][1420/1879] lr: 1.000e-02, eta: 1 day, 20:53:12, time: 0.862, data_time: 0.139, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.7026, loss: 1.7026 2020-06-18 06:33:36,752 - mmaction - INFO - Epoch [20][1440/1879] lr: 1.000e-02, eta: 1 day, 20:53:20, time: 1.306, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7597, loss: 1.7597 2020-06-18 06:33:53,682 - mmaction - INFO - Epoch [20][1460/1879] lr: 1.000e-02, eta: 1 day, 20:52:31, time: 0.848, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1726, loss: 2.1726 2020-06-18 06:34:15,158 - mmaction - INFO - Epoch [20][1480/1879] lr: 1.000e-02, eta: 1 day, 20:52:10, time: 1.073, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9058, loss: 1.9058 2020-06-18 06:34:31,355 - mmaction - INFO - Epoch [20][1500/1879] lr: 1.000e-02, eta: 1 day, 20:51:15, time: 0.811, data_time: 0.194, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.9088, loss: 1.9088 2020-06-18 06:34:49,610 - mmaction - INFO - Epoch [20][1520/1879] lr: 1.000e-02, eta: 1 day, 20:50:34, time: 0.913, data_time: 0.023, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4709, loss: 2.4709 2020-06-18 06:35:12,121 - mmaction - INFO - Epoch [20][1540/1879] lr: 1.000e-02, eta: 1 day, 20:50:20, time: 1.126, data_time: 0.205, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.0875, loss: 2.0875 2020-06-18 06:35:26,311 - mmaction - INFO - Epoch [20][1560/1879] lr: 1.000e-02, eta: 1 day, 20:49:13, time: 0.708, data_time: 0.009, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.1824, loss: 2.1824 2020-06-18 06:35:48,621 - mmaction - INFO - Epoch [20][1580/1879] lr: 1.000e-02, eta: 1 day, 20:48:57, time: 1.116, data_time: 0.040, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7688, loss: 1.7688 2020-06-18 06:36:05,611 - mmaction - INFO - Epoch [20][1600/1879] lr: 1.000e-02, eta: 1 day, 20:48:08, time: 0.849, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7688, loss_cls: 1.8784, loss: 1.8784 2020-06-18 06:36:25,169 - mmaction - INFO - Epoch [20][1620/1879] lr: 1.000e-02, eta: 1 day, 20:47:35, time: 0.976, data_time: 0.004, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7206, loss: 1.7206 2020-06-18 06:36:38,774 - mmaction - INFO - Epoch [20][1640/1879] lr: 1.000e-02, eta: 1 day, 20:46:25, time: 0.682, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1162, loss: 2.1162 2020-06-18 06:36:57,659 - mmaction - INFO - Epoch [20][1660/1879] lr: 1.000e-02, eta: 1 day, 20:45:48, time: 0.944, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8790, loss: 1.8790 2020-06-18 06:37:16,301 - mmaction - INFO - Epoch [20][1680/1879] lr: 1.000e-02, eta: 1 day, 20:45:09, time: 0.932, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7125, loss_cls: 2.0335, loss: 2.0335 2020-06-18 06:37:32,919 - mmaction - INFO - Epoch [20][1700/1879] lr: 1.000e-02, eta: 1 day, 20:44:18, time: 0.831, data_time: 0.012, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8905, loss: 1.8905 2020-06-18 06:37:52,854 - mmaction - INFO - Epoch [20][1720/1879] lr: 1.000e-02, eta: 1 day, 20:43:47, time: 0.995, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9751, loss: 1.9751 2020-06-18 06:38:06,847 - mmaction - INFO - Epoch [20][1740/1879] lr: 1.000e-02, eta: 1 day, 20:42:40, time: 0.701, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0943, loss: 2.0943 2020-06-18 06:38:24,381 - mmaction - INFO - Epoch [20][1760/1879] lr: 1.000e-02, eta: 1 day, 20:41:55, time: 0.877, data_time: 0.466, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3482, loss: 2.3482 2020-06-18 06:38:49,699 - mmaction - INFO - Epoch [20][1780/1879] lr: 1.000e-02, eta: 1 day, 20:41:58, time: 1.266, data_time: 0.046, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 1.9605, loss: 1.9605 2020-06-18 06:39:04,331 - mmaction - INFO - Epoch [20][1800/1879] lr: 1.000e-02, eta: 1 day, 20:40:55, time: 0.731, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8532, loss: 1.8532 2020-06-18 06:39:24,791 - mmaction - INFO - Epoch [20][1820/1879] lr: 1.000e-02, eta: 1 day, 20:40:27, time: 1.022, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0832, loss: 2.0832 2020-06-18 06:39:43,146 - mmaction - INFO - Epoch [20][1840/1879] lr: 1.000e-02, eta: 1 day, 20:39:47, time: 0.920, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1385, loss: 2.1385 2020-06-18 06:40:04,437 - mmaction - INFO - Epoch [20][1860/1879] lr: 1.000e-02, eta: 1 day, 20:39:25, time: 1.065, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.9225, loss: 1.9225 2020-06-18 06:40:21,521 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-06-18 06:42:54,771 - mmaction - INFO - Epoch [21][20/1879] lr: 1.000e-02, eta: 1 day, 20:50:06, time: 7.639, data_time: 6.879, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.6874, loss: 1.6874 2020-06-18 06:43:27,363 - mmaction - INFO - Epoch [21][40/1879] lr: 1.000e-02, eta: 1 day, 20:50:53, time: 1.631, data_time: 0.222, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.1694, loss: 2.1694 2020-06-18 06:43:45,097 - mmaction - INFO - Epoch [21][60/1879] lr: 1.000e-02, eta: 1 day, 20:50:09, time: 0.887, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.0631, loss: 2.0631 2020-06-18 06:44:07,193 - mmaction - INFO - Epoch [21][80/1879] lr: 1.000e-02, eta: 1 day, 20:49:51, time: 1.104, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7662, loss: 1.7662 2020-06-18 06:44:19,744 - mmaction - INFO - Epoch [21][100/1879] lr: 1.000e-02, eta: 1 day, 20:48:35, time: 0.627, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.8018, loss: 1.8018 2020-06-18 06:44:31,648 - mmaction - INFO - Epoch [21][120/1879] lr: 1.000e-02, eta: 1 day, 20:47:15, time: 0.595, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0742, loss: 2.0742 2020-06-18 06:44:41,982 - mmaction - INFO - Epoch [21][140/1879] lr: 1.000e-02, eta: 1 day, 20:45:45, time: 0.516, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.2043, loss: 2.2043 2020-06-18 06:44:55,446 - mmaction - INFO - Epoch [21][160/1879] lr: 1.000e-02, eta: 1 day, 20:44:35, time: 0.676, data_time: 0.003, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7499, loss: 1.7499 2020-06-18 06:45:14,146 - mmaction - INFO - Epoch [21][180/1879] lr: 1.000e-02, eta: 1 day, 20:43:57, time: 0.934, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9017, loss: 1.9017 2020-06-18 06:45:33,158 - mmaction - INFO - Epoch [21][200/1879] lr: 1.000e-02, eta: 1 day, 20:43:21, time: 0.952, data_time: 0.225, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0874, loss: 2.0874 2020-06-18 06:45:51,990 - mmaction - INFO - Epoch [21][220/1879] lr: 1.000e-02, eta: 1 day, 20:42:43, time: 0.940, data_time: 0.109, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.9097, loss: 1.9097 2020-06-18 06:46:07,645 - mmaction - INFO - Epoch [21][240/1879] lr: 1.000e-02, eta: 1 day, 20:41:46, time: 0.784, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.0971, loss: 2.0971 2020-06-18 06:46:21,938 - mmaction - INFO - Epoch [21][260/1879] lr: 1.000e-02, eta: 1 day, 20:40:42, time: 0.714, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7597, loss: 1.7597 2020-06-18 06:46:37,728 - mmaction - INFO - Epoch [21][280/1879] lr: 1.000e-02, eta: 1 day, 20:39:46, time: 0.789, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9833, loss: 1.9833 2020-06-18 06:46:54,822 - mmaction - INFO - Epoch [21][300/1879] lr: 1.000e-02, eta: 1 day, 20:38:58, time: 0.856, data_time: 0.003, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.9209, loss: 1.9209 2020-06-18 06:47:10,808 - mmaction - INFO - Epoch [21][320/1879] lr: 1.000e-02, eta: 1 day, 20:38:04, time: 0.799, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1099, loss: 2.1099 2020-06-18 06:47:30,977 - mmaction - INFO - Epoch [21][340/1879] lr: 1.000e-02, eta: 1 day, 20:37:35, time: 1.008, data_time: 0.289, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2415, loss: 2.2415 2020-06-18 06:47:45,835 - mmaction - INFO - Epoch [21][360/1879] lr: 1.000e-02, eta: 1 day, 20:36:33, time: 0.742, data_time: 0.088, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9090, loss: 1.9090 2020-06-18 06:48:02,257 - mmaction - INFO - Epoch [21][380/1879] lr: 1.000e-02, eta: 1 day, 20:35:42, time: 0.823, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9741, loss: 1.9741 2020-06-18 06:48:21,732 - mmaction - INFO - Epoch [21][400/1879] lr: 1.000e-02, eta: 1 day, 20:35:09, time: 0.974, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9715, loss: 1.9715 2020-06-18 06:48:38,158 - mmaction - INFO - Epoch [21][420/1879] lr: 1.000e-02, eta: 1 day, 20:34:17, time: 0.821, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0391, loss: 2.0391 2020-06-18 06:48:58,482 - mmaction - INFO - Epoch [21][440/1879] lr: 1.000e-02, eta: 1 day, 20:33:49, time: 1.015, data_time: 0.205, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8947, loss: 1.8947 2020-06-18 06:49:14,940 - mmaction - INFO - Epoch [21][460/1879] lr: 1.000e-02, eta: 1 day, 20:32:58, time: 0.822, data_time: 0.081, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8205, loss: 1.8205 2020-06-18 06:49:36,559 - mmaction - INFO - Epoch [21][480/1879] lr: 1.000e-02, eta: 1 day, 20:32:38, time: 1.083, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1658, loss: 2.1658 2020-06-18 06:49:54,747 - mmaction - INFO - Epoch [21][500/1879] lr: 1.000e-02, eta: 1 day, 20:31:57, time: 0.909, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1046, loss: 2.1046 2020-06-18 06:50:14,404 - mmaction - INFO - Epoch [21][520/1879] lr: 1.000e-02, eta: 1 day, 20:31:25, time: 0.983, data_time: 0.111, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.0021, loss: 2.0021 2020-06-18 06:50:35,652 - mmaction - INFO - Epoch [21][540/1879] lr: 1.000e-02, eta: 1 day, 20:31:03, time: 1.063, data_time: 0.072, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.7842, loss: 1.7842 2020-06-18 06:50:53,505 - mmaction - INFO - Epoch [21][560/1879] lr: 1.000e-02, eta: 1 day, 20:30:20, time: 0.893, data_time: 0.233, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1174, loss: 2.1174 2020-06-18 06:51:11,099 - mmaction - INFO - Epoch [21][580/1879] lr: 1.000e-02, eta: 1 day, 20:29:36, time: 0.879, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8198, loss: 1.8198 2020-06-18 06:51:33,706 - mmaction - INFO - Epoch [21][600/1879] lr: 1.000e-02, eta: 1 day, 20:29:22, time: 1.130, data_time: 0.009, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9278, loss: 1.9278 2020-06-18 06:51:52,014 - mmaction - INFO - Epoch [21][620/1879] lr: 1.000e-02, eta: 1 day, 20:28:42, time: 0.915, data_time: 0.008, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2681, loss: 2.2681 2020-06-18 06:52:05,302 - mmaction - INFO - Epoch [21][640/1879] lr: 1.000e-02, eta: 1 day, 20:27:32, time: 0.665, data_time: 0.007, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8659, loss: 1.8659 2020-06-18 06:52:24,359 - mmaction - INFO - Epoch [21][660/1879] lr: 1.000e-02, eta: 1 day, 20:26:57, time: 0.953, data_time: 0.281, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7875, loss_cls: 1.9743, loss: 1.9743 2020-06-18 06:52:43,460 - mmaction - INFO - Epoch [21][680/1879] lr: 1.000e-02, eta: 1 day, 20:26:22, time: 0.955, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 2.0721, loss: 2.0721 2020-06-18 06:53:03,905 - mmaction - INFO - Epoch [21][700/1879] lr: 1.000e-02, eta: 1 day, 20:25:55, time: 1.023, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9836, loss: 1.9836 2020-06-18 06:53:20,443 - mmaction - INFO - Epoch [21][720/1879] lr: 1.000e-02, eta: 1 day, 20:25:05, time: 0.827, data_time: 0.378, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 1.9169, loss: 1.9169 2020-06-18 06:53:42,088 - mmaction - INFO - Epoch [21][740/1879] lr: 1.000e-02, eta: 1 day, 20:24:45, time: 1.081, data_time: 0.075, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.1161, loss: 2.1161 2020-06-18 06:54:02,042 - mmaction - INFO - Epoch [21][760/1879] lr: 1.000e-02, eta: 1 day, 20:24:15, time: 0.998, data_time: 0.003, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9581, loss: 1.9581 2020-06-18 06:54:23,346 - mmaction - INFO - Epoch [21][780/1879] lr: 1.000e-02, eta: 1 day, 20:23:53, time: 1.065, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 2.0059, loss: 2.0059 2020-06-18 06:54:38,007 - mmaction - INFO - Epoch [21][800/1879] lr: 1.000e-02, eta: 1 day, 20:22:52, time: 0.733, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9437, loss: 1.9437 2020-06-18 06:54:54,368 - mmaction - INFO - Epoch [21][820/1879] lr: 1.000e-02, eta: 1 day, 20:22:01, time: 0.819, data_time: 0.241, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1744, loss: 2.1744 2020-06-18 06:55:11,986 - mmaction - INFO - Epoch [21][840/1879] lr: 1.000e-02, eta: 1 day, 20:21:18, time: 0.879, data_time: 0.225, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9878, loss: 1.9878 2020-06-18 06:55:29,518 - mmaction - INFO - Epoch [21][860/1879] lr: 1.000e-02, eta: 1 day, 20:20:34, time: 0.878, data_time: 0.180, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.8848, loss: 1.8848 2020-06-18 06:55:48,354 - mmaction - INFO - Epoch [21][880/1879] lr: 1.000e-02, eta: 1 day, 20:19:57, time: 0.941, data_time: 0.063, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.6199, loss: 1.6199 2020-06-18 06:56:09,779 - mmaction - INFO - Epoch [21][900/1879] lr: 1.000e-02, eta: 1 day, 20:19:37, time: 1.072, data_time: 0.143, memory: 5168, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.9669, loss: 1.9669 2020-06-18 06:56:23,780 - mmaction - INFO - Epoch [21][920/1879] lr: 1.000e-02, eta: 1 day, 20:18:32, time: 0.699, data_time: 0.000, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0846, loss: 2.0846 2020-06-18 06:56:40,509 - mmaction - INFO - Epoch [21][940/1879] lr: 1.000e-02, eta: 1 day, 20:17:43, time: 0.837, data_time: 0.009, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.8731, loss: 1.8731 2020-06-18 06:56:56,231 - mmaction - INFO - Epoch [21][960/1879] lr: 1.000e-02, eta: 1 day, 20:16:49, time: 0.785, data_time: 0.001, memory: 5168, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4977, loss: 2.4977 2020-06-18 06:57:16,130 - mmaction - INFO - Epoch [21][980/1879] lr: 1.000e-02, eta: 1 day, 20:16:19, time: 0.997, data_time: 0.265, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9642, loss: 1.9642 2020-06-18 06:57:36,542 - mmaction - INFO - Epoch [21][1000/1879] lr: 1.000e-02, eta: 1 day, 20:15:52, time: 1.019, data_time: 0.125, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0168, loss: 2.0168 2020-06-18 06:57:56,551 - mmaction - INFO - Epoch [21][1020/1879] lr: 1.000e-02, eta: 1 day, 20:15:23, time: 1.001, data_time: 0.145, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9557, loss: 1.9557 2020-06-18 06:58:11,659 - mmaction - INFO - Epoch [21][1040/1879] lr: 1.000e-02, eta: 1 day, 20:14:25, time: 0.756, data_time: 0.003, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.8998, loss: 1.8998 2020-06-18 06:58:31,740 - mmaction - INFO - Epoch [21][1060/1879] lr: 1.000e-02, eta: 1 day, 20:13:56, time: 1.004, data_time: 0.017, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.5310, loss: 2.5310 2020-06-18 06:58:51,074 - mmaction - INFO - Epoch [21][1080/1879] lr: 1.000e-02, eta: 1 day, 20:13:23, time: 0.968, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8313, loss_cls: 1.8162, loss: 1.8162 2020-06-18 06:59:07,609 - mmaction - INFO - Epoch [21][1100/1879] lr: 1.000e-02, eta: 1 day, 20:12:34, time: 0.825, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2471, loss: 2.2471 2020-06-18 06:59:27,357 - mmaction - INFO - Epoch [21][1120/1879] lr: 1.000e-02, eta: 1 day, 20:12:03, time: 0.989, data_time: 0.276, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8500, loss_cls: 1.7745, loss: 1.7745 2020-06-18 06:59:41,484 - mmaction - INFO - Epoch [21][1140/1879] lr: 1.000e-02, eta: 1 day, 20:11:00, time: 0.706, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.7369, loss: 1.7369 2020-06-18 07:00:01,383 - mmaction - INFO - Epoch [21][1160/1879] lr: 1.000e-02, eta: 1 day, 20:10:30, time: 0.995, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0755, loss: 2.0755 2020-06-18 07:00:28,575 - mmaction - INFO - Epoch [21][1180/1879] lr: 1.000e-02, eta: 1 day, 20:10:43, time: 1.358, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.6558, loss: 1.6558 2020-06-18 07:00:50,255 - mmaction - INFO - Epoch [21][1200/1879] lr: 1.000e-02, eta: 1 day, 20:10:24, time: 1.086, data_time: 0.366, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.2873, loss: 2.2873 2020-06-18 07:01:10,769 - mmaction - INFO - Epoch [21][1220/1879] lr: 1.000e-02, eta: 1 day, 20:09:58, time: 1.026, data_time: 0.332, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2323, loss: 2.2323 2020-06-18 07:01:27,876 - mmaction - INFO - Epoch [21][1240/1879] lr: 1.000e-02, eta: 1 day, 20:09:12, time: 0.855, data_time: 0.131, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.8704, loss: 1.8704 2020-06-18 07:01:42,424 - mmaction - INFO - Epoch [21][1260/1879] lr: 1.000e-02, eta: 1 day, 20:08:11, time: 0.727, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 1.9970, loss: 1.9970 2020-06-18 07:02:04,487 - mmaction - INFO - Epoch [21][1280/1879] lr: 1.000e-02, eta: 1 day, 20:07:54, time: 1.103, data_time: 0.146, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7188, loss_cls: 2.0360, loss: 2.0360 2020-06-18 07:02:20,099 - mmaction - INFO - Epoch [21][1300/1879] lr: 1.000e-02, eta: 1 day, 20:07:00, time: 0.782, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8828, loss: 1.8828 2020-06-18 07:02:45,521 - mmaction - INFO - Epoch [21][1320/1879] lr: 1.000e-02, eta: 1 day, 20:07:02, time: 1.271, data_time: 0.240, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.2520, loss: 2.2520 2020-06-18 07:03:00,489 - mmaction - INFO - Epoch [21][1340/1879] lr: 1.000e-02, eta: 1 day, 20:06:04, time: 0.748, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9899, loss: 1.9899 2020-06-18 07:03:22,001 - mmaction - INFO - Epoch [21][1360/1879] lr: 1.000e-02, eta: 1 day, 20:05:44, time: 1.077, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0288, loss: 2.0288 2020-06-18 07:03:36,199 - mmaction - INFO - Epoch [21][1380/1879] lr: 1.000e-02, eta: 1 day, 20:04:42, time: 0.710, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9358, loss: 1.9358 2020-06-18 07:03:58,969 - mmaction - INFO - Epoch [21][1400/1879] lr: 1.000e-02, eta: 1 day, 20:04:29, time: 1.139, data_time: 0.032, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.8950, loss: 1.8950 2020-06-18 07:04:17,181 - mmaction - INFO - Epoch [21][1420/1879] lr: 1.000e-02, eta: 1 day, 20:03:50, time: 0.909, data_time: 0.018, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8654, loss: 1.8654 2020-06-18 07:04:37,350 - mmaction - INFO - Epoch [21][1440/1879] lr: 1.000e-02, eta: 1 day, 20:03:22, time: 1.008, data_time: 0.064, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9613, loss: 1.9613 2020-06-18 07:04:54,602 - mmaction - INFO - Epoch [21][1460/1879] lr: 1.000e-02, eta: 1 day, 20:02:37, time: 0.862, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2091, loss: 2.2091 2020-06-18 07:05:13,172 - mmaction - INFO - Epoch [21][1480/1879] lr: 1.000e-02, eta: 1 day, 20:02:00, time: 0.930, data_time: 0.007, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.0762, loss: 2.0762 2020-06-18 07:05:31,406 - mmaction - INFO - Epoch [21][1500/1879] lr: 1.000e-02, eta: 1 day, 20:01:21, time: 0.912, data_time: 0.125, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1952, loss: 2.1952 2020-06-18 07:05:54,641 - mmaction - INFO - Epoch [21][1520/1879] lr: 1.000e-02, eta: 1 day, 20:01:11, time: 1.161, data_time: 0.113, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.1049, loss: 2.1049 2020-06-18 07:06:08,992 - mmaction - INFO - Epoch [21][1540/1879] lr: 1.000e-02, eta: 1 day, 20:00:10, time: 0.716, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9614, loss: 1.9614 2020-06-18 07:06:23,924 - mmaction - INFO - Epoch [21][1560/1879] lr: 1.000e-02, eta: 1 day, 19:59:12, time: 0.747, data_time: 0.006, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.0258, loss: 2.0258 2020-06-18 07:06:40,238 - mmaction - INFO - Epoch [21][1580/1879] lr: 1.000e-02, eta: 1 day, 19:58:23, time: 0.817, data_time: 0.003, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.1419, loss: 2.1419 2020-06-18 07:06:59,898 - mmaction - INFO - Epoch [21][1600/1879] lr: 1.000e-02, eta: 1 day, 19:57:52, time: 0.982, data_time: 0.172, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.9353, loss: 1.9353 2020-06-18 07:07:18,509 - mmaction - INFO - Epoch [21][1620/1879] lr: 1.000e-02, eta: 1 day, 19:57:15, time: 0.930, data_time: 0.249, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9239, loss: 1.9239 2020-06-18 07:07:41,697 - mmaction - INFO - Epoch [21][1640/1879] lr: 1.000e-02, eta: 1 day, 19:57:05, time: 1.160, data_time: 0.192, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 2.0868, loss: 2.0868 2020-06-18 07:08:03,496 - mmaction - INFO - Epoch [21][1660/1879] lr: 1.000e-02, eta: 1 day, 19:56:47, time: 1.090, data_time: 0.070, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1420, loss: 2.1420 2020-06-18 07:08:30,990 - mmaction - INFO - Epoch [21][1680/1879] lr: 1.000e-02, eta: 1 day, 19:57:01, time: 1.373, data_time: 0.169, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.0797, loss: 2.0797 2020-06-18 07:08:57,751 - mmaction - INFO - Epoch [21][1700/1879] lr: 1.000e-02, eta: 1 day, 19:57:10, time: 1.338, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7188, loss_cls: 2.0489, loss: 2.0489 2020-06-18 07:09:19,556 - mmaction - INFO - Epoch [21][1720/1879] lr: 1.000e-02, eta: 1 day, 19:56:52, time: 1.090, data_time: 0.243, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1096, loss: 2.1096 2020-06-18 07:09:39,746 - mmaction - INFO - Epoch [21][1740/1879] lr: 1.000e-02, eta: 1 day, 19:56:25, time: 1.012, data_time: 0.072, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8910, loss: 1.8910 2020-06-18 07:10:01,832 - mmaction - INFO - Epoch [21][1760/1879] lr: 1.000e-02, eta: 1 day, 19:56:08, time: 1.104, data_time: 0.180, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9908, loss: 1.9908 2020-06-18 07:10:17,695 - mmaction - INFO - Epoch [21][1780/1879] lr: 1.000e-02, eta: 1 day, 19:55:16, time: 0.792, data_time: 0.067, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.8752, loss: 1.8752 2020-06-18 07:10:38,704 - mmaction - INFO - Epoch [21][1800/1879] lr: 1.000e-02, eta: 1 day, 19:54:53, time: 1.052, data_time: 0.381, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1777, loss: 2.1777 2020-06-18 07:10:55,610 - mmaction - INFO - Epoch [21][1820/1879] lr: 1.000e-02, eta: 1 day, 19:54:07, time: 0.844, data_time: 0.218, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.1165, loss: 2.1165 2020-06-18 07:11:12,931 - mmaction - INFO - Epoch [21][1840/1879] lr: 1.000e-02, eta: 1 day, 19:53:23, time: 0.866, data_time: 0.074, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1826, loss: 2.1826 2020-06-18 07:11:27,485 - mmaction - INFO - Epoch [21][1860/1879] lr: 1.000e-02, eta: 1 day, 19:52:24, time: 0.727, data_time: 0.183, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.3544, loss: 2.3544 2020-06-18 07:11:52,851 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-06-18 07:14:29,462 - mmaction - INFO - Epoch [22][20/1879] lr: 1.000e-02, eta: 1 day, 20:02:27, time: 7.793, data_time: 6.099, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.7781, loss: 1.7781 2020-06-18 07:14:58,032 - mmaction - INFO - Epoch [22][40/1879] lr: 1.000e-02, eta: 1 day, 20:02:46, time: 1.428, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9525, loss: 1.9525 2020-06-18 07:15:25,969 - mmaction - INFO - Epoch [22][60/1879] lr: 1.000e-02, eta: 1 day, 20:03:02, time: 1.397, data_time: 0.034, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.1604, loss: 2.1604 2020-06-18 07:15:51,696 - mmaction - INFO - Epoch [22][80/1879] lr: 1.000e-02, eta: 1 day, 20:03:05, time: 1.287, data_time: 0.004, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0539, loss: 2.0539 2020-06-18 07:16:20,221 - mmaction - INFO - Epoch [22][100/1879] lr: 1.000e-02, eta: 1 day, 20:03:24, time: 1.426, data_time: 0.042, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.8630, loss: 1.8630 2020-06-18 07:16:36,340 - mmaction - INFO - Epoch [22][120/1879] lr: 1.000e-02, eta: 1 day, 20:02:33, time: 0.805, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9576, loss: 1.9576 2020-06-18 07:16:51,325 - mmaction - INFO - Epoch [22][140/1879] lr: 1.000e-02, eta: 1 day, 20:01:35, time: 0.747, data_time: 0.077, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 2.0319, loss: 2.0319 2020-06-18 07:17:02,194 - mmaction - INFO - Epoch [22][160/1879] lr: 1.000e-02, eta: 1 day, 20:00:15, time: 0.546, data_time: 0.026, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7682, loss: 1.7682 2020-06-18 07:17:16,095 - mmaction - INFO - Epoch [22][180/1879] lr: 1.000e-02, eta: 1 day, 19:59:12, time: 0.695, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.8360, loss: 1.8360 2020-06-18 07:17:33,705 - mmaction - INFO - Epoch [22][200/1879] lr: 1.000e-02, eta: 1 day, 19:58:30, time: 0.880, data_time: 0.160, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0474, loss: 2.0474 2020-06-18 07:17:51,647 - mmaction - INFO - Epoch [22][220/1879] lr: 1.000e-02, eta: 1 day, 19:57:49, time: 0.897, data_time: 0.044, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8375, loss_cls: 1.7056, loss: 1.7056 2020-06-18 07:18:08,362 - mmaction - INFO - Epoch [22][240/1879] lr: 1.000e-02, eta: 1 day, 19:57:02, time: 0.835, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 2.0754, loss: 2.0754 2020-06-18 07:18:25,037 - mmaction - INFO - Epoch [22][260/1879] lr: 1.000e-02, eta: 1 day, 19:56:15, time: 0.835, data_time: 0.036, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8209, loss: 1.8209 2020-06-18 07:18:45,786 - mmaction - INFO - Epoch [22][280/1879] lr: 1.000e-02, eta: 1 day, 19:55:50, time: 1.038, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8654, loss: 1.8654 2020-06-18 07:19:03,971 - mmaction - INFO - Epoch [22][300/1879] lr: 1.000e-02, eta: 1 day, 19:55:11, time: 0.909, data_time: 0.060, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7625, loss_cls: 1.9082, loss: 1.9082 2020-06-18 07:19:25,721 - mmaction - INFO - Epoch [22][320/1879] lr: 1.000e-02, eta: 1 day, 19:54:52, time: 1.086, data_time: 0.140, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9627, loss: 1.9627 2020-06-18 07:19:41,860 - mmaction - INFO - Epoch [22][340/1879] lr: 1.000e-02, eta: 1 day, 19:54:02, time: 0.808, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 1.9240, loss: 1.9240 2020-06-18 07:20:03,934 - mmaction - INFO - Epoch [22][360/1879] lr: 1.000e-02, eta: 1 day, 19:53:44, time: 1.104, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1194, loss: 2.1194 2020-06-18 07:20:19,575 - mmaction - INFO - Epoch [22][380/1879] lr: 1.000e-02, eta: 1 day, 19:52:51, time: 0.781, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9026, loss: 1.9026 2020-06-18 07:20:36,550 - mmaction - INFO - Epoch [22][400/1879] lr: 1.000e-02, eta: 1 day, 19:52:06, time: 0.850, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7750, loss_cls: 1.8689, loss: 1.8689 2020-06-18 07:20:53,171 - mmaction - INFO - Epoch [22][420/1879] lr: 1.000e-02, eta: 1 day, 19:51:18, time: 0.831, data_time: 0.042, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9032, loss: 1.9032 2020-06-18 07:21:15,325 - mmaction - INFO - Epoch [22][440/1879] lr: 1.000e-02, eta: 1 day, 19:51:01, time: 1.106, data_time: 0.036, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7312, loss_cls: 2.1113, loss: 2.1113 2020-06-18 07:21:29,114 - mmaction - INFO - Epoch [22][460/1879] lr: 1.000e-02, eta: 1 day, 19:49:58, time: 0.690, data_time: 0.220, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8500, loss_cls: 1.7207, loss: 1.7207 2020-06-18 07:21:47,910 - mmaction - INFO - Epoch [22][480/1879] lr: 1.000e-02, eta: 1 day, 19:49:23, time: 0.941, data_time: 0.008, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1690, loss: 2.1690 2020-06-18 07:22:04,932 - mmaction - INFO - Epoch [22][500/1879] lr: 1.000e-02, eta: 1 day, 19:48:38, time: 0.851, data_time: 0.146, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9225, loss: 1.9225 2020-06-18 07:22:25,634 - mmaction - INFO - Epoch [22][520/1879] lr: 1.000e-02, eta: 1 day, 19:48:13, time: 1.035, data_time: 0.360, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8190, loss: 1.8190 2020-06-18 07:22:45,131 - mmaction - INFO - Epoch [22][540/1879] lr: 1.000e-02, eta: 1 day, 19:47:42, time: 0.974, data_time: 0.005, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0679, loss: 2.0679 2020-06-18 07:23:01,677 - mmaction - INFO - Epoch [22][560/1879] lr: 1.000e-02, eta: 1 day, 19:46:54, time: 0.827, data_time: 0.009, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.7818, loss: 1.7818 2020-06-18 07:23:15,782 - mmaction - INFO - Epoch [22][580/1879] lr: 1.000e-02, eta: 1 day, 19:45:53, time: 0.707, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1223, loss: 2.1223 2020-06-18 07:23:33,496 - mmaction - INFO - Epoch [22][600/1879] lr: 1.000e-02, eta: 1 day, 19:45:12, time: 0.886, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9260, loss: 1.9260 2020-06-18 07:23:52,418 - mmaction - INFO - Epoch [22][620/1879] lr: 1.000e-02, eta: 1 day, 19:44:38, time: 0.945, data_time: 0.003, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0487, loss: 2.0487 2020-06-18 07:24:12,721 - mmaction - INFO - Epoch [22][640/1879] lr: 1.000e-02, eta: 1 day, 19:44:11, time: 1.015, data_time: 0.278, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9533, loss: 1.9533 2020-06-18 07:24:30,510 - mmaction - INFO - Epoch [22][660/1879] lr: 1.000e-02, eta: 1 day, 19:43:30, time: 0.888, data_time: 0.277, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 2.0388, loss: 2.0388 2020-06-18 07:24:48,496 - mmaction - INFO - Epoch [22][680/1879] lr: 1.000e-02, eta: 1 day, 19:42:51, time: 0.900, data_time: 0.077, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0099, loss: 2.0099 2020-06-18 07:25:01,830 - mmaction - INFO - Epoch [22][700/1879] lr: 1.000e-02, eta: 1 day, 19:41:46, time: 0.666, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8982, loss: 1.8982 2020-06-18 07:25:15,896 - mmaction - INFO - Epoch [22][720/1879] lr: 1.000e-02, eta: 1 day, 19:40:45, time: 0.705, data_time: 0.003, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7000, loss_cls: 2.3024, loss: 2.3024 2020-06-18 07:25:36,445 - mmaction - INFO - Epoch [22][740/1879] lr: 1.000e-02, eta: 1 day, 19:40:20, time: 1.027, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6925, loss: 1.6925 2020-06-18 07:25:50,853 - mmaction - INFO - Epoch [22][760/1879] lr: 1.000e-02, eta: 1 day, 19:39:21, time: 0.719, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0791, loss: 2.0791 2020-06-18 07:26:06,217 - mmaction - INFO - Epoch [22][780/1879] lr: 1.000e-02, eta: 1 day, 19:38:27, time: 0.767, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7063, loss_cls: 2.1498, loss: 2.1498 2020-06-18 07:26:19,120 - mmaction - INFO - Epoch [22][800/1879] lr: 1.000e-02, eta: 1 day, 19:37:21, time: 0.645, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9208, loss: 1.9208 2020-06-18 07:26:32,526 - mmaction - INFO - Epoch [22][820/1879] lr: 1.000e-02, eta: 1 day, 19:36:17, time: 0.672, data_time: 0.003, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1801, loss: 2.1801 2020-06-18 07:26:52,429 - mmaction - INFO - Epoch [22][840/1879] lr: 1.000e-02, eta: 1 day, 19:35:48, time: 0.994, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.6982, loss: 1.6982 2020-06-18 07:27:10,232 - mmaction - INFO - Epoch [22][860/1879] lr: 1.000e-02, eta: 1 day, 19:35:08, time: 0.891, data_time: 0.023, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3316, loss: 2.3316 2020-06-18 07:27:26,932 - mmaction - INFO - Epoch [22][880/1879] lr: 1.000e-02, eta: 1 day, 19:34:22, time: 0.835, data_time: 0.154, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6402, loss: 1.6402 2020-06-18 07:27:43,009 - mmaction - INFO - Epoch [22][900/1879] lr: 1.000e-02, eta: 1 day, 19:33:32, time: 0.804, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8445, loss: 1.8445 2020-06-18 07:28:03,589 - mmaction - INFO - Epoch [22][920/1879] lr: 1.000e-02, eta: 1 day, 19:33:08, time: 1.029, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 1.9413, loss: 1.9413 2020-06-18 07:28:25,794 - mmaction - INFO - Epoch [22][940/1879] lr: 1.000e-02, eta: 1 day, 19:32:51, time: 1.111, data_time: 0.271, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0297, loss: 2.0297 2020-06-18 07:28:43,372 - mmaction - INFO - Epoch [22][960/1879] lr: 1.000e-02, eta: 1 day, 19:32:10, time: 0.879, data_time: 0.032, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.0289, loss: 2.0289 2020-06-18 07:29:07,288 - mmaction - INFO - Epoch [22][980/1879] lr: 1.000e-02, eta: 1 day, 19:32:03, time: 1.196, data_time: 0.012, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.8178, loss: 1.8178 2020-06-18 07:29:26,756 - mmaction - INFO - Epoch [22][1000/1879] lr: 1.000e-02, eta: 1 day, 19:31:32, time: 0.973, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1301, loss: 2.1301 2020-06-18 07:29:49,047 - mmaction - INFO - Epoch [22][1020/1879] lr: 1.000e-02, eta: 1 day, 19:31:17, time: 1.115, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 2.0191, loss: 2.0191 2020-06-18 07:30:07,991 - mmaction - INFO - Epoch [22][1040/1879] lr: 1.000e-02, eta: 1 day, 19:30:43, time: 0.947, data_time: 0.029, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0634, loss: 2.0634 2020-06-18 07:30:29,039 - mmaction - INFO - Epoch [22][1060/1879] lr: 1.000e-02, eta: 1 day, 19:30:21, time: 1.051, data_time: 0.101, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9857, loss: 1.9857 2020-06-18 07:30:41,720 - mmaction - INFO - Epoch [22][1080/1879] lr: 1.000e-02, eta: 1 day, 19:29:13, time: 0.635, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0521, loss: 2.0521 2020-06-18 07:30:55,937 - mmaction - INFO - Epoch [22][1100/1879] lr: 1.000e-02, eta: 1 day, 19:28:14, time: 0.709, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9172, loss: 1.9172 2020-06-18 07:31:12,368 - mmaction - INFO - Epoch [22][1120/1879] lr: 1.000e-02, eta: 1 day, 19:27:27, time: 0.822, data_time: 0.267, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7312, loss_cls: 2.0005, loss: 2.0005 2020-06-18 07:31:30,373 - mmaction - INFO - Epoch [22][1140/1879] lr: 1.000e-02, eta: 1 day, 19:26:48, time: 0.900, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 2.0040, loss: 2.0040 2020-06-18 07:31:50,243 - mmaction - INFO - Epoch [22][1160/1879] lr: 1.000e-02, eta: 1 day, 19:26:20, time: 0.993, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 2.0314, loss: 2.0314 2020-06-18 07:32:10,603 - mmaction - INFO - Epoch [22][1180/1879] lr: 1.000e-02, eta: 1 day, 19:25:54, time: 1.020, data_time: 0.059, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9916, loss: 1.9916 2020-06-18 07:32:25,762 - mmaction - INFO - Epoch [22][1200/1879] lr: 1.000e-02, eta: 1 day, 19:25:00, time: 0.756, data_time: 0.021, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7836, loss: 1.7836 2020-06-18 07:32:42,850 - mmaction - INFO - Epoch [22][1220/1879] lr: 1.000e-02, eta: 1 day, 19:24:17, time: 0.856, data_time: 0.003, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8371, loss: 1.8371 2020-06-18 07:33:01,256 - mmaction - INFO - Epoch [22][1240/1879] lr: 1.000e-02, eta: 1 day, 19:23:41, time: 0.920, data_time: 0.037, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.5644, loss: 1.5644 2020-06-18 07:33:25,529 - mmaction - INFO - Epoch [22][1260/1879] lr: 1.000e-02, eta: 1 day, 19:23:36, time: 1.214, data_time: 0.081, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8640, loss: 1.8640 2020-06-18 07:33:37,704 - mmaction - INFO - Epoch [22][1280/1879] lr: 1.000e-02, eta: 1 day, 19:22:26, time: 0.607, data_time: 0.009, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8385, loss: 1.8385 2020-06-18 07:33:55,933 - mmaction - INFO - Epoch [22][1300/1879] lr: 1.000e-02, eta: 1 day, 19:21:49, time: 0.913, data_time: 0.076, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6858, loss: 1.6858 2020-06-18 07:34:12,572 - mmaction - INFO - Epoch [22][1320/1879] lr: 1.000e-02, eta: 1 day, 19:21:03, time: 0.831, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8114, loss: 1.8114 2020-06-18 07:34:34,787 - mmaction - INFO - Epoch [22][1340/1879] lr: 1.000e-02, eta: 1 day, 19:20:47, time: 1.111, data_time: 0.200, memory: 5168, top1_acc: 0.4813, top5_acc: 0.6813, loss_cls: 2.4147, loss: 2.4147 2020-06-18 07:34:53,958 - mmaction - INFO - Epoch [22][1360/1879] lr: 1.000e-02, eta: 1 day, 19:20:15, time: 0.957, data_time: 0.068, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.9006, loss: 1.9006 2020-06-18 07:35:12,550 - mmaction - INFO - Epoch [22][1380/1879] lr: 1.000e-02, eta: 1 day, 19:19:40, time: 0.932, data_time: 0.118, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0499, loss: 2.0499 2020-06-18 07:35:30,965 - mmaction - INFO - Epoch [22][1400/1879] lr: 1.000e-02, eta: 1 day, 19:19:04, time: 0.921, data_time: 0.007, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1208, loss: 2.1208 2020-06-18 07:35:44,467 - mmaction - INFO - Epoch [22][1420/1879] lr: 1.000e-02, eta: 1 day, 19:18:02, time: 0.674, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.7881, loss: 1.7881 2020-06-18 07:36:09,357 - mmaction - INFO - Epoch [22][1440/1879] lr: 1.000e-02, eta: 1 day, 19:18:00, time: 1.246, data_time: 0.059, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8756, loss: 1.8756 2020-06-18 07:36:23,146 - mmaction - INFO - Epoch [22][1460/1879] lr: 1.000e-02, eta: 1 day, 19:17:00, time: 0.688, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.8064, loss: 1.8064 2020-06-18 07:36:38,316 - mmaction - INFO - Epoch [22][1480/1879] lr: 1.000e-02, eta: 1 day, 19:16:07, time: 0.758, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0862, loss: 2.0862 2020-06-18 07:36:56,163 - mmaction - INFO - Epoch [22][1500/1879] lr: 1.000e-02, eta: 1 day, 19:15:28, time: 0.893, data_time: 0.038, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0689, loss: 2.0689 2020-06-18 07:37:13,019 - mmaction - INFO - Epoch [22][1520/1879] lr: 1.000e-02, eta: 1 day, 19:14:44, time: 0.843, data_time: 0.014, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9548, loss: 1.9548 2020-06-18 07:37:29,060 - mmaction - INFO - Epoch [22][1540/1879] lr: 1.000e-02, eta: 1 day, 19:13:55, time: 0.801, data_time: 0.302, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.9192, loss: 1.9192 2020-06-18 07:37:42,585 - mmaction - INFO - Epoch [22][1560/1879] lr: 1.000e-02, eta: 1 day, 19:12:54, time: 0.678, data_time: 0.024, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9885, loss: 1.9885 2020-06-18 07:37:58,702 - mmaction - INFO - Epoch [22][1580/1879] lr: 1.000e-02, eta: 1 day, 19:12:06, time: 0.806, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.0194, loss: 2.0194 2020-06-18 07:38:19,477 - mmaction - INFO - Epoch [22][1600/1879] lr: 1.000e-02, eta: 1 day, 19:11:42, time: 1.031, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 2.0447, loss: 2.0447 2020-06-18 07:38:33,375 - mmaction - INFO - Epoch [22][1620/1879] lr: 1.000e-02, eta: 1 day, 19:10:43, time: 0.701, data_time: 0.009, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7946, loss: 1.7946 2020-06-18 07:38:50,794 - mmaction - INFO - Epoch [22][1640/1879] lr: 1.000e-02, eta: 1 day, 19:10:02, time: 0.872, data_time: 0.002, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2395, loss: 2.2395 2020-06-18 07:39:06,814 - mmaction - INFO - Epoch [22][1660/1879] lr: 1.000e-02, eta: 1 day, 19:09:14, time: 0.801, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0817, loss: 2.0817 2020-06-18 07:39:19,956 - mmaction - INFO - Epoch [22][1680/1879] lr: 1.000e-02, eta: 1 day, 19:08:11, time: 0.656, data_time: 0.000, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.2106, loss: 2.2106 2020-06-18 07:39:36,379 - mmaction - INFO - Epoch [22][1700/1879] lr: 1.000e-02, eta: 1 day, 19:07:25, time: 0.821, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2195, loss: 2.2195 2020-06-18 07:39:57,823 - mmaction - INFO - Epoch [22][1720/1879] lr: 1.000e-02, eta: 1 day, 19:07:05, time: 1.073, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1134, loss: 2.1134 2020-06-18 07:40:11,375 - mmaction - INFO - Epoch [22][1740/1879] lr: 1.000e-02, eta: 1 day, 19:06:04, time: 0.677, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.9331, loss: 1.9331 2020-06-18 07:40:30,473 - mmaction - INFO - Epoch [22][1760/1879] lr: 1.000e-02, eta: 1 day, 19:05:32, time: 0.955, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9823, loss: 1.9823 2020-06-18 07:40:48,833 - mmaction - INFO - Epoch [22][1780/1879] lr: 1.000e-02, eta: 1 day, 19:04:57, time: 0.918, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1776, loss: 2.1776 2020-06-18 07:41:05,798 - mmaction - INFO - Epoch [22][1800/1879] lr: 1.000e-02, eta: 1 day, 19:04:14, time: 0.848, data_time: 0.084, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9777, loss: 1.9777 2020-06-18 07:41:26,206 - mmaction - INFO - Epoch [22][1820/1879] lr: 1.000e-02, eta: 1 day, 19:03:49, time: 1.020, data_time: 0.084, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.0825, loss: 2.0825 2020-06-18 07:41:47,690 - mmaction - INFO - Epoch [22][1840/1879] lr: 1.000e-02, eta: 1 day, 19:03:29, time: 1.075, data_time: 0.167, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9981, loss: 1.9981 2020-06-18 07:42:11,574 - mmaction - INFO - Epoch [22][1860/1879] lr: 1.000e-02, eta: 1 day, 19:03:22, time: 1.194, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0991, loss: 2.0991 2020-06-18 07:42:38,281 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-06-18 07:45:01,133 - mmaction - INFO - Epoch [23][20/1879] lr: 1.000e-02, eta: 1 day, 19:11:25, time: 7.100, data_time: 5.277, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.7814, loss: 1.7814 2020-06-18 07:45:26,022 - mmaction - INFO - Epoch [23][40/1879] lr: 1.000e-02, eta: 1 day, 19:11:22, time: 1.245, data_time: 0.311, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9966, loss: 1.9966 2020-06-18 07:45:57,087 - mmaction - INFO - Epoch [23][60/1879] lr: 1.000e-02, eta: 1 day, 19:11:53, time: 1.556, data_time: 0.063, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 2.0149, loss: 2.0149 2020-06-18 07:46:23,202 - mmaction - INFO - Epoch [23][80/1879] lr: 1.000e-02, eta: 1 day, 19:11:57, time: 1.305, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.5590, loss: 1.5590 2020-06-18 07:46:45,719 - mmaction - INFO - Epoch [23][100/1879] lr: 1.000e-02, eta: 1 day, 19:11:42, time: 1.126, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9961, loss: 1.9961 2020-06-18 07:47:12,198 - mmaction - INFO - Epoch [23][120/1879] lr: 1.000e-02, eta: 1 day, 19:11:48, time: 1.323, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9213, loss: 1.9213 2020-06-18 07:47:36,861 - mmaction - INFO - Epoch [23][140/1879] lr: 1.000e-02, eta: 1 day, 19:11:44, time: 1.234, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9256, loss: 1.9256 2020-06-18 07:48:06,189 - mmaction - INFO - Epoch [23][160/1879] lr: 1.000e-02, eta: 1 day, 19:12:05, time: 1.466, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9670, loss: 1.9670 2020-06-18 07:48:33,302 - mmaction - INFO - Epoch [23][180/1879] lr: 1.000e-02, eta: 1 day, 19:12:14, time: 1.355, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9424, loss: 1.9424 2020-06-18 07:49:01,602 - mmaction - INFO - Epoch [23][200/1879] lr: 1.000e-02, eta: 1 day, 19:12:29, time: 1.417, data_time: 0.132, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9048, loss: 1.9048 2020-06-18 07:49:24,974 - mmaction - INFO - Epoch [23][220/1879] lr: 1.000e-02, eta: 1 day, 19:12:19, time: 1.168, data_time: 0.017, memory: 5168, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.2999, loss: 2.2999 2020-06-18 07:49:40,624 - mmaction - INFO - Epoch [23][240/1879] lr: 1.000e-02, eta: 1 day, 19:11:28, time: 0.782, data_time: 0.220, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.7906, loss: 1.7906 2020-06-18 07:50:01,628 - mmaction - INFO - Epoch [23][260/1879] lr: 1.000e-02, eta: 1 day, 19:11:06, time: 1.051, data_time: 0.035, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9172, loss: 1.9172 2020-06-18 07:50:12,006 - mmaction - INFO - Epoch [23][280/1879] lr: 1.000e-02, eta: 1 day, 19:09:49, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9145, loss: 1.9145 2020-06-18 07:50:22,685 - mmaction - INFO - Epoch [23][300/1879] lr: 1.000e-02, eta: 1 day, 19:08:33, time: 0.535, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7812, loss_cls: 1.7606, loss: 1.7606 2020-06-18 07:50:34,918 - mmaction - INFO - Epoch [23][320/1879] lr: 1.000e-02, eta: 1 day, 19:07:26, time: 0.613, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8688, loss: 1.8688 2020-06-18 07:50:52,885 - mmaction - INFO - Epoch [23][340/1879] lr: 1.000e-02, eta: 1 day, 19:06:48, time: 0.898, data_time: 0.118, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4257, loss: 1.4257 2020-06-18 07:51:09,624 - mmaction - INFO - Epoch [23][360/1879] lr: 1.000e-02, eta: 1 day, 19:06:04, time: 0.838, data_time: 0.345, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0978, loss: 2.0978 2020-06-18 07:51:29,562 - mmaction - INFO - Epoch [23][380/1879] lr: 1.000e-02, eta: 1 day, 19:05:36, time: 0.995, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8619, loss: 1.8619 2020-06-18 07:51:42,167 - mmaction - INFO - Epoch [23][400/1879] lr: 1.000e-02, eta: 1 day, 19:04:31, time: 0.631, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.8374, loss: 1.8374 2020-06-18 07:52:04,339 - mmaction - INFO - Epoch [23][420/1879] lr: 1.000e-02, eta: 1 day, 19:04:14, time: 1.110, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9970, loss: 1.9970 2020-06-18 07:52:23,038 - mmaction - INFO - Epoch [23][440/1879] lr: 1.000e-02, eta: 1 day, 19:03:40, time: 0.935, data_time: 0.121, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.8992, loss: 1.8992 2020-06-18 07:52:48,729 - mmaction - INFO - Epoch [23][460/1879] lr: 1.000e-02, eta: 1 day, 19:03:42, time: 1.284, data_time: 0.000, memory: 5168, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.2899, loss: 2.2899 2020-06-18 07:53:08,901 - mmaction - INFO - Epoch [23][480/1879] lr: 1.000e-02, eta: 1 day, 19:03:15, time: 1.008, data_time: 0.262, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8616, loss: 1.8616 2020-06-18 07:53:34,221 - mmaction - INFO - Epoch [23][500/1879] lr: 1.000e-02, eta: 1 day, 19:03:15, time: 1.267, data_time: 0.224, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7726, loss: 1.7726 2020-06-18 07:53:56,862 - mmaction - INFO - Epoch [23][520/1879] lr: 1.000e-02, eta: 1 day, 19:03:01, time: 1.132, data_time: 0.005, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.9417, loss: 1.9417 2020-06-18 07:54:14,264 - mmaction - INFO - Epoch [23][540/1879] lr: 1.000e-02, eta: 1 day, 19:02:20, time: 0.870, data_time: 0.046, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9190, loss: 1.9190 2020-06-18 07:54:34,811 - mmaction - INFO - Epoch [23][560/1879] lr: 1.000e-02, eta: 1 day, 19:01:56, time: 1.028, data_time: 0.164, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.8221, loss: 1.8221 2020-06-18 07:54:51,471 - mmaction - INFO - Epoch [23][580/1879] lr: 1.000e-02, eta: 1 day, 19:01:11, time: 0.832, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0014, loss: 2.0014 2020-06-18 07:55:06,979 - mmaction - INFO - Epoch [23][600/1879] lr: 1.000e-02, eta: 1 day, 19:00:21, time: 0.777, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9971, loss: 1.9971 2020-06-18 07:55:27,415 - mmaction - INFO - Epoch [23][620/1879] lr: 1.000e-02, eta: 1 day, 18:59:56, time: 1.022, data_time: 0.372, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9389, loss: 1.9389 2020-06-18 07:55:46,821 - mmaction - INFO - Epoch [23][640/1879] lr: 1.000e-02, eta: 1 day, 18:59:25, time: 0.969, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.0935, loss: 2.0935 2020-06-18 07:56:00,118 - mmaction - INFO - Epoch [23][660/1879] lr: 1.000e-02, eta: 1 day, 18:58:24, time: 0.665, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8410, loss: 1.8410 2020-06-18 07:56:18,599 - mmaction - INFO - Epoch [23][680/1879] lr: 1.000e-02, eta: 1 day, 18:57:49, time: 0.925, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9938, loss: 1.9938 2020-06-18 07:56:38,945 - mmaction - INFO - Epoch [23][700/1879] lr: 1.000e-02, eta: 1 day, 18:57:24, time: 1.018, data_time: 0.016, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.9111, loss: 1.9111 2020-06-18 07:56:59,246 - mmaction - INFO - Epoch [23][720/1879] lr: 1.000e-02, eta: 1 day, 18:56:57, time: 1.010, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.9233, loss: 1.9233 2020-06-18 07:57:15,516 - mmaction - INFO - Epoch [23][740/1879] lr: 1.000e-02, eta: 1 day, 18:56:12, time: 0.818, data_time: 0.006, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2169, loss: 2.2169 2020-06-18 07:57:36,096 - mmaction - INFO - Epoch [23][760/1879] lr: 1.000e-02, eta: 1 day, 18:55:48, time: 1.029, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0637, loss: 2.0637 2020-06-18 07:57:55,915 - mmaction - INFO - Epoch [23][780/1879] lr: 1.000e-02, eta: 1 day, 18:55:19, time: 0.991, data_time: 0.001, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.2388, loss: 2.2388 2020-06-18 07:58:10,526 - mmaction - INFO - Epoch [23][800/1879] lr: 1.000e-02, eta: 1 day, 18:54:25, time: 0.729, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7891, loss: 1.7891 2020-06-18 07:58:28,748 - mmaction - INFO - Epoch [23][820/1879] lr: 1.000e-02, eta: 1 day, 18:53:49, time: 0.913, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0587, loss: 2.0587 2020-06-18 07:58:47,471 - mmaction - INFO - Epoch [23][840/1879] lr: 1.000e-02, eta: 1 day, 18:53:15, time: 0.936, data_time: 0.069, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1046, loss: 2.1046 2020-06-18 07:59:06,605 - mmaction - INFO - Epoch [23][860/1879] lr: 1.000e-02, eta: 1 day, 18:52:44, time: 0.955, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1672, loss: 2.1672 2020-06-18 07:59:24,718 - mmaction - INFO - Epoch [23][880/1879] lr: 1.000e-02, eta: 1 day, 18:52:07, time: 0.906, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.7234, loss: 1.7234 2020-06-18 07:59:41,236 - mmaction - INFO - Epoch [23][900/1879] lr: 1.000e-02, eta: 1 day, 18:51:23, time: 0.826, data_time: 0.039, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6591, loss: 1.6591 2020-06-18 07:59:57,863 - mmaction - INFO - Epoch [23][920/1879] lr: 1.000e-02, eta: 1 day, 18:50:39, time: 0.831, data_time: 0.148, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.1177, loss: 2.1177 2020-06-18 08:00:15,499 - mmaction - INFO - Epoch [23][940/1879] lr: 1.000e-02, eta: 1 day, 18:50:00, time: 0.879, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9407, loss: 1.9407 2020-06-18 08:00:36,585 - mmaction - INFO - Epoch [23][960/1879] lr: 1.000e-02, eta: 1 day, 18:49:38, time: 1.056, data_time: 0.006, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0265, loss: 2.0265 2020-06-18 08:00:54,693 - mmaction - INFO - Epoch [23][980/1879] lr: 1.000e-02, eta: 1 day, 18:49:01, time: 0.904, data_time: 0.005, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9069, loss: 1.9069 2020-06-18 08:01:11,595 - mmaction - INFO - Epoch [23][1000/1879] lr: 1.000e-02, eta: 1 day, 18:48:19, time: 0.847, data_time: 0.003, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 2.0145, loss: 2.0145 2020-06-18 08:01:31,269 - mmaction - INFO - Epoch [23][1020/1879] lr: 1.000e-02, eta: 1 day, 18:47:51, time: 0.984, data_time: 0.186, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0248, loss: 2.0248 2020-06-18 08:01:47,939 - mmaction - INFO - Epoch [23][1040/1879] lr: 1.000e-02, eta: 1 day, 18:47:07, time: 0.830, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.0854, loss: 2.0854 2020-06-18 08:02:02,806 - mmaction - INFO - Epoch [23][1060/1879] lr: 1.000e-02, eta: 1 day, 18:46:14, time: 0.747, data_time: 0.004, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7812, loss_cls: 1.8934, loss: 1.8934 2020-06-18 08:02:16,519 - mmaction - INFO - Epoch [23][1080/1879] lr: 1.000e-02, eta: 1 day, 18:45:16, time: 0.686, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.6687, loss_cls: 2.1813, loss: 2.1813 2020-06-18 08:02:37,786 - mmaction - INFO - Epoch [23][1100/1879] lr: 1.000e-02, eta: 1 day, 18:44:55, time: 1.062, data_time: 0.006, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1547, loss: 2.1547 2020-06-18 08:02:51,917 - mmaction - INFO - Epoch [23][1120/1879] lr: 1.000e-02, eta: 1 day, 18:44:00, time: 0.708, data_time: 0.245, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9519, loss: 1.9519 2020-06-18 08:03:12,546 - mmaction - INFO - Epoch [23][1140/1879] lr: 1.000e-02, eta: 1 day, 18:43:36, time: 1.030, data_time: 0.453, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0889, loss: 2.0889 2020-06-18 08:03:32,196 - mmaction - INFO - Epoch [23][1160/1879] lr: 1.000e-02, eta: 1 day, 18:43:07, time: 0.984, data_time: 0.059, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.2467, loss: 2.2467 2020-06-18 08:03:48,580 - mmaction - INFO - Epoch [23][1180/1879] lr: 1.000e-02, eta: 1 day, 18:42:22, time: 0.819, data_time: 0.217, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7431, loss: 1.7431 2020-06-18 08:04:07,530 - mmaction - INFO - Epoch [23][1200/1879] lr: 1.000e-02, eta: 1 day, 18:41:50, time: 0.946, data_time: 0.064, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9441, loss: 1.9441 2020-06-18 08:04:26,922 - mmaction - INFO - Epoch [23][1220/1879] lr: 1.000e-02, eta: 1 day, 18:41:21, time: 0.971, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9579, loss: 1.9579 2020-06-18 08:04:42,576 - mmaction - INFO - Epoch [23][1240/1879] lr: 1.000e-02, eta: 1 day, 18:40:32, time: 0.783, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.8824, loss: 1.8824 2020-06-18 08:04:59,668 - mmaction - INFO - Epoch [23][1260/1879] lr: 1.000e-02, eta: 1 day, 18:39:51, time: 0.854, data_time: 0.303, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7063, loss_cls: 2.1772, loss: 2.1772 2020-06-18 08:05:18,398 - mmaction - INFO - Epoch [23][1280/1879] lr: 1.000e-02, eta: 1 day, 18:39:18, time: 0.936, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.8146, loss: 1.8146 2020-06-18 08:05:38,798 - mmaction - INFO - Epoch [23][1300/1879] lr: 1.000e-02, eta: 1 day, 18:38:53, time: 1.020, data_time: 0.006, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7063, loss_cls: 2.1121, loss: 2.1121 2020-06-18 08:06:01,588 - mmaction - INFO - Epoch [23][1320/1879] lr: 1.000e-02, eta: 1 day, 18:38:40, time: 1.141, data_time: 0.456, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8486, loss: 1.8486 2020-06-18 08:06:16,166 - mmaction - INFO - Epoch [23][1340/1879] lr: 1.000e-02, eta: 1 day, 18:37:47, time: 0.729, data_time: 0.083, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0451, loss: 2.0451 2020-06-18 08:06:27,764 - mmaction - INFO - Epoch [23][1360/1879] lr: 1.000e-02, eta: 1 day, 18:36:39, time: 0.579, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9424, loss: 1.9424 2020-06-18 08:06:44,746 - mmaction - INFO - Epoch [23][1380/1879] lr: 1.000e-02, eta: 1 day, 18:35:57, time: 0.847, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0584, loss: 2.0584 2020-06-18 08:07:01,421 - mmaction - INFO - Epoch [23][1400/1879] lr: 1.000e-02, eta: 1 day, 18:35:14, time: 0.836, data_time: 0.003, memory: 5168, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.2893, loss: 2.2893 2020-06-18 08:07:19,318 - mmaction - INFO - Epoch [23][1420/1879] lr: 1.000e-02, eta: 1 day, 18:34:38, time: 0.896, data_time: 0.201, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6971, loss: 1.6971 2020-06-18 08:07:38,247 - mmaction - INFO - Epoch [23][1440/1879] lr: 1.000e-02, eta: 1 day, 18:34:06, time: 0.946, data_time: 0.176, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.9608, loss: 1.9608 2020-06-18 08:08:05,321 - mmaction - INFO - Epoch [23][1460/1879] lr: 1.000e-02, eta: 1 day, 18:34:14, time: 1.354, data_time: 0.176, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.7816, loss: 1.7816 2020-06-18 08:08:21,249 - mmaction - INFO - Epoch [23][1480/1879] lr: 1.000e-02, eta: 1 day, 18:33:27, time: 0.796, data_time: 0.023, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 2.0167, loss: 2.0167 2020-06-18 08:08:40,790 - mmaction - INFO - Epoch [23][1500/1879] lr: 1.000e-02, eta: 1 day, 18:32:58, time: 0.978, data_time: 0.113, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9480, loss: 1.9480 2020-06-18 08:08:54,490 - mmaction - INFO - Epoch [23][1520/1879] lr: 1.000e-02, eta: 1 day, 18:32:01, time: 0.684, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3266, loss: 2.3266 2020-06-18 08:09:12,805 - mmaction - INFO - Epoch [23][1540/1879] lr: 1.000e-02, eta: 1 day, 18:31:26, time: 0.917, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.0957, loss: 2.0957 2020-06-18 08:09:30,744 - mmaction - INFO - Epoch [23][1560/1879] lr: 1.000e-02, eta: 1 day, 18:30:49, time: 0.895, data_time: 0.098, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0805, loss: 2.0805 2020-06-18 08:09:52,578 - mmaction - INFO - Epoch [23][1580/1879] lr: 1.000e-02, eta: 1 day, 18:30:32, time: 1.093, data_time: 0.218, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8698, loss: 1.8698 2020-06-18 08:10:09,491 - mmaction - INFO - Epoch [23][1600/1879] lr: 1.000e-02, eta: 1 day, 18:29:50, time: 0.844, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.0723, loss: 2.0723 2020-06-18 08:10:25,261 - mmaction - INFO - Epoch [23][1620/1879] lr: 1.000e-02, eta: 1 day, 18:29:03, time: 0.790, data_time: 0.004, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.0989, loss: 2.0989 2020-06-18 08:10:38,322 - mmaction - INFO - Epoch [23][1640/1879] lr: 1.000e-02, eta: 1 day, 18:28:03, time: 0.652, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.9098, loss: 1.9098 2020-06-18 08:10:54,461 - mmaction - INFO - Epoch [23][1660/1879] lr: 1.000e-02, eta: 1 day, 18:27:18, time: 0.807, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1263, loss: 2.1263 2020-06-18 08:11:09,707 - mmaction - INFO - Epoch [23][1680/1879] lr: 1.000e-02, eta: 1 day, 18:26:28, time: 0.762, data_time: 0.003, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0985, loss: 2.0985 2020-06-18 08:11:30,217 - mmaction - INFO - Epoch [23][1700/1879] lr: 1.000e-02, eta: 1 day, 18:26:05, time: 1.027, data_time: 0.012, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8025, loss: 1.8025 2020-06-18 08:11:45,427 - mmaction - INFO - Epoch [23][1720/1879] lr: 1.000e-02, eta: 1 day, 18:25:15, time: 0.759, data_time: 0.207, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7756, loss: 1.7756 2020-06-18 08:12:08,461 - mmaction - INFO - Epoch [23][1740/1879] lr: 1.000e-02, eta: 1 day, 18:25:03, time: 1.153, data_time: 0.014, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0543, loss: 2.0543 2020-06-18 08:12:30,468 - mmaction - INFO - Epoch [23][1760/1879] lr: 1.000e-02, eta: 1 day, 18:24:47, time: 1.099, data_time: 0.295, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7812, loss_cls: 2.0254, loss: 2.0254 2020-06-18 08:12:53,880 - mmaction - INFO - Epoch [23][1780/1879] lr: 1.000e-02, eta: 1 day, 18:24:37, time: 1.171, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0282, loss: 2.0282 2020-06-18 08:13:08,238 - mmaction - INFO - Epoch [23][1800/1879] lr: 1.000e-02, eta: 1 day, 18:23:43, time: 0.718, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7771, loss: 1.7771 2020-06-18 08:13:31,783 - mmaction - INFO - Epoch [23][1820/1879] lr: 1.000e-02, eta: 1 day, 18:23:34, time: 1.176, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1222, loss: 2.1222 2020-06-18 08:13:45,528 - mmaction - INFO - Epoch [23][1840/1879] lr: 1.000e-02, eta: 1 day, 18:22:38, time: 0.688, data_time: 0.037, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6744, loss: 1.6744 2020-06-18 08:14:04,385 - mmaction - INFO - Epoch [23][1860/1879] lr: 1.000e-02, eta: 1 day, 18:22:06, time: 0.941, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.8871, loss: 1.8871 2020-06-18 08:14:27,279 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-06-18 08:17:02,906 - mmaction - INFO - Epoch [24][20/1879] lr: 1.000e-02, eta: 1 day, 18:30:32, time: 7.746, data_time: 5.497, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.2482, loss: 2.2482 2020-06-18 08:17:36,532 - mmaction - INFO - Epoch [24][40/1879] lr: 1.000e-02, eta: 1 day, 18:31:10, time: 1.680, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 2.0884, loss: 2.0884 2020-06-18 08:18:04,708 - mmaction - INFO - Epoch [24][60/1879] lr: 1.000e-02, eta: 1 day, 18:31:23, time: 1.410, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7632, loss: 1.7632 2020-06-18 08:18:25,243 - mmaction - INFO - Epoch [24][80/1879] lr: 1.000e-02, eta: 1 day, 18:30:59, time: 1.025, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2302, loss: 2.2302 2020-06-18 08:18:49,147 - mmaction - INFO - Epoch [24][100/1879] lr: 1.000e-02, eta: 1 day, 18:30:51, time: 1.196, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7562, loss_cls: 1.8742, loss: 1.8742 2020-06-18 08:19:04,633 - mmaction - INFO - Epoch [24][120/1879] lr: 1.000e-02, eta: 1 day, 18:30:02, time: 0.775, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0073, loss: 2.0073 2020-06-18 08:19:25,987 - mmaction - INFO - Epoch [24][140/1879] lr: 1.000e-02, eta: 1 day, 18:29:42, time: 1.066, data_time: 0.000, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 1.9158, loss: 1.9158 2020-06-18 08:19:41,161 - mmaction - INFO - Epoch [24][160/1879] lr: 1.000e-02, eta: 1 day, 18:28:52, time: 0.758, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7311, loss: 1.7311 2020-06-18 08:19:59,927 - mmaction - INFO - Epoch [24][180/1879] lr: 1.000e-02, eta: 1 day, 18:28:20, time: 0.940, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1342, loss: 2.1342 2020-06-18 08:20:21,077 - mmaction - INFO - Epoch [24][200/1879] lr: 1.000e-02, eta: 1 day, 18:27:58, time: 1.056, data_time: 0.111, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.1473, loss: 2.1473 2020-06-18 08:20:35,626 - mmaction - INFO - Epoch [24][220/1879] lr: 1.000e-02, eta: 1 day, 18:27:06, time: 0.728, data_time: 0.004, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9302, loss: 1.9302 2020-06-18 08:20:53,156 - mmaction - INFO - Epoch [24][240/1879] lr: 1.000e-02, eta: 1 day, 18:26:27, time: 0.877, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8005, loss: 1.8005 2020-06-18 08:21:14,020 - mmaction - INFO - Epoch [24][260/1879] lr: 1.000e-02, eta: 1 day, 18:26:05, time: 1.044, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9924, loss: 1.9924 2020-06-18 08:21:32,762 - mmaction - INFO - Epoch [24][280/1879] lr: 1.000e-02, eta: 1 day, 18:25:32, time: 0.935, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.6863, loss: 1.6863 2020-06-18 08:21:56,766 - mmaction - INFO - Epoch [24][300/1879] lr: 1.000e-02, eta: 1 day, 18:25:24, time: 1.202, data_time: 0.149, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8289, loss: 1.8289 2020-06-18 08:22:11,026 - mmaction - INFO - Epoch [24][320/1879] lr: 1.000e-02, eta: 1 day, 18:24:30, time: 0.713, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7923, loss: 1.7923 2020-06-18 08:22:31,001 - mmaction - INFO - Epoch [24][340/1879] lr: 1.000e-02, eta: 1 day, 18:24:04, time: 0.998, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7740, loss: 1.7740 2020-06-18 08:22:49,273 - mmaction - INFO - Epoch [24][360/1879] lr: 1.000e-02, eta: 1 day, 18:23:29, time: 0.914, data_time: 0.089, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.8315, loss: 1.8315 2020-06-18 08:23:03,872 - mmaction - INFO - Epoch [24][380/1879] lr: 1.000e-02, eta: 1 day, 18:22:37, time: 0.728, data_time: 0.052, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.1127, loss: 2.1127 2020-06-18 08:23:18,408 - mmaction - INFO - Epoch [24][400/1879] lr: 1.000e-02, eta: 1 day, 18:21:44, time: 0.726, data_time: 0.161, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6605, loss: 1.6605 2020-06-18 08:23:32,611 - mmaction - INFO - Epoch [24][420/1879] lr: 1.000e-02, eta: 1 day, 18:20:50, time: 0.712, data_time: 0.003, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0443, loss: 2.0443 2020-06-18 08:23:46,596 - mmaction - INFO - Epoch [24][440/1879] lr: 1.000e-02, eta: 1 day, 18:19:55, time: 0.697, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7250, loss_cls: 2.0165, loss: 2.0165 2020-06-18 08:23:57,790 - mmaction - INFO - Epoch [24][460/1879] lr: 1.000e-02, eta: 1 day, 18:18:47, time: 0.563, data_time: 0.003, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8307, loss: 1.8307 2020-06-18 08:24:07,683 - mmaction - INFO - Epoch [24][480/1879] lr: 1.000e-02, eta: 1 day, 18:17:33, time: 0.494, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 2.0650, loss: 2.0650 2020-06-18 08:24:25,076 - mmaction - INFO - Epoch [24][500/1879] lr: 1.000e-02, eta: 1 day, 18:16:55, time: 0.870, data_time: 0.048, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 1.9325, loss: 1.9325 2020-06-18 08:24:41,785 - mmaction - INFO - Epoch [24][520/1879] lr: 1.000e-02, eta: 1 day, 18:16:13, time: 0.835, data_time: 0.036, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8380, loss: 1.8380 2020-06-18 08:24:56,615 - mmaction - INFO - Epoch [24][540/1879] lr: 1.000e-02, eta: 1 day, 18:15:22, time: 0.741, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0039, loss: 2.0039 2020-06-18 08:25:15,003 - mmaction - INFO - Epoch [24][560/1879] lr: 1.000e-02, eta: 1 day, 18:14:48, time: 0.919, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9421, loss: 1.9421 2020-06-18 08:25:36,679 - mmaction - INFO - Epoch [24][580/1879] lr: 1.000e-02, eta: 1 day, 18:14:29, time: 1.083, data_time: 0.101, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7784, loss: 1.7784 2020-06-18 08:25:56,251 - mmaction - INFO - Epoch [24][600/1879] lr: 1.000e-02, eta: 1 day, 18:14:01, time: 0.980, data_time: 0.140, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.7463, loss: 1.7463 2020-06-18 08:26:15,326 - mmaction - INFO - Epoch [24][620/1879] lr: 1.000e-02, eta: 1 day, 18:13:31, time: 0.954, data_time: 0.298, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 2.0380, loss: 2.0380 2020-06-18 08:26:31,891 - mmaction - INFO - Epoch [24][640/1879] lr: 1.000e-02, eta: 1 day, 18:12:48, time: 0.828, data_time: 0.035, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.3594, loss: 2.3594 2020-06-18 08:26:50,507 - mmaction - INFO - Epoch [24][660/1879] lr: 1.000e-02, eta: 1 day, 18:12:15, time: 0.929, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9368, loss: 1.9368 2020-06-18 08:27:07,850 - mmaction - INFO - Epoch [24][680/1879] lr: 1.000e-02, eta: 1 day, 18:11:37, time: 0.868, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 2.0014, loss: 2.0014 2020-06-18 08:27:25,612 - mmaction - INFO - Epoch [24][700/1879] lr: 1.000e-02, eta: 1 day, 18:11:00, time: 0.887, data_time: 0.022, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7261, loss: 1.7261 2020-06-18 08:27:45,605 - mmaction - INFO - Epoch [24][720/1879] lr: 1.000e-02, eta: 1 day, 18:10:34, time: 1.001, data_time: 0.169, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8313, loss_cls: 1.6719, loss: 1.6719 2020-06-18 08:28:01,493 - mmaction - INFO - Epoch [24][740/1879] lr: 1.000e-02, eta: 1 day, 18:09:48, time: 0.794, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 1.9603, loss: 1.9603 2020-06-18 08:28:17,135 - mmaction - INFO - Epoch [24][760/1879] lr: 1.000e-02, eta: 1 day, 18:09:02, time: 0.781, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0979, loss: 2.0979 2020-06-18 08:28:34,760 - mmaction - INFO - Epoch [24][780/1879] lr: 1.000e-02, eta: 1 day, 18:08:25, time: 0.882, data_time: 0.017, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 2.0471, loss: 2.0471 2020-06-18 08:28:52,569 - mmaction - INFO - Epoch [24][800/1879] lr: 1.000e-02, eta: 1 day, 18:07:48, time: 0.891, data_time: 0.126, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.7646, loss: 1.7646 2020-06-18 08:29:12,561 - mmaction - INFO - Epoch [24][820/1879] lr: 1.000e-02, eta: 1 day, 18:07:22, time: 0.998, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9324, loss: 1.9324 2020-06-18 08:29:33,811 - mmaction - INFO - Epoch [24][840/1879] lr: 1.000e-02, eta: 1 day, 18:07:01, time: 1.056, data_time: 0.283, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0201, loss: 2.0201 2020-06-18 08:29:55,872 - mmaction - INFO - Epoch [24][860/1879] lr: 1.000e-02, eta: 1 day, 18:06:45, time: 1.110, data_time: 0.179, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.0729, loss: 2.0729 2020-06-18 08:30:09,032 - mmaction - INFO - Epoch [24][880/1879] lr: 1.000e-02, eta: 1 day, 18:05:47, time: 0.659, data_time: 0.046, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7937, loss_cls: 2.1117, loss: 2.1117 2020-06-18 08:30:26,303 - mmaction - INFO - Epoch [24][900/1879] lr: 1.000e-02, eta: 1 day, 18:05:09, time: 0.863, data_time: 0.100, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0426, loss: 2.0426 2020-06-18 08:30:42,746 - mmaction - INFO - Epoch [24][920/1879] lr: 1.000e-02, eta: 1 day, 18:04:26, time: 0.822, data_time: 0.052, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.9419, loss: 1.9419 2020-06-18 08:31:01,527 - mmaction - INFO - Epoch [24][940/1879] lr: 1.000e-02, eta: 1 day, 18:03:54, time: 0.939, data_time: 0.056, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0188, loss: 2.0188 2020-06-18 08:31:24,469 - mmaction - INFO - Epoch [24][960/1879] lr: 1.000e-02, eta: 1 day, 18:03:42, time: 1.148, data_time: 0.169, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7921, loss: 1.7921 2020-06-18 08:31:37,714 - mmaction - INFO - Epoch [24][980/1879] lr: 1.000e-02, eta: 1 day, 18:02:45, time: 0.663, data_time: 0.109, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7750, loss_cls: 1.7795, loss: 1.7795 2020-06-18 08:31:57,897 - mmaction - INFO - Epoch [24][1000/1879] lr: 1.000e-02, eta: 1 day, 18:02:20, time: 1.009, data_time: 0.000, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0933, loss: 2.0933 2020-06-18 08:32:20,223 - mmaction - INFO - Epoch [24][1020/1879] lr: 1.000e-02, eta: 1 day, 18:02:04, time: 1.116, data_time: 0.104, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0300, loss: 2.0300 2020-06-18 08:32:41,255 - mmaction - INFO - Epoch [24][1040/1879] lr: 1.000e-02, eta: 1 day, 18:01:43, time: 1.052, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1154, loss: 2.1154 2020-06-18 08:33:01,550 - mmaction - INFO - Epoch [24][1060/1879] lr: 1.000e-02, eta: 1 day, 18:01:18, time: 1.015, data_time: 0.341, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1251, loss: 2.1251 2020-06-18 08:33:18,985 - mmaction - INFO - Epoch [24][1080/1879] lr: 1.000e-02, eta: 1 day, 18:00:41, time: 0.872, data_time: 0.229, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0157, loss: 2.0157 2020-06-18 08:33:37,649 - mmaction - INFO - Epoch [24][1100/1879] lr: 1.000e-02, eta: 1 day, 18:00:09, time: 0.933, data_time: 0.226, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1145, loss: 2.1145 2020-06-18 08:33:56,323 - mmaction - INFO - Epoch [24][1120/1879] lr: 1.000e-02, eta: 1 day, 17:59:36, time: 0.934, data_time: 0.149, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8183, loss: 1.8183 2020-06-18 08:34:20,068 - mmaction - INFO - Epoch [24][1140/1879] lr: 1.000e-02, eta: 1 day, 17:59:28, time: 1.187, data_time: 0.292, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7438, loss_cls: 1.8716, loss: 1.8716 2020-06-18 08:34:37,956 - mmaction - INFO - Epoch [24][1160/1879] lr: 1.000e-02, eta: 1 day, 17:58:52, time: 0.894, data_time: 0.057, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9770, loss: 1.9770 2020-06-18 08:35:00,155 - mmaction - INFO - Epoch [24][1180/1879] lr: 1.000e-02, eta: 1 day, 17:58:36, time: 1.109, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9364, loss: 1.9364 2020-06-18 08:35:16,138 - mmaction - INFO - Epoch [24][1200/1879] lr: 1.000e-02, eta: 1 day, 17:57:52, time: 0.799, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8698, loss: 1.8698 2020-06-18 08:35:32,210 - mmaction - INFO - Epoch [24][1220/1879] lr: 1.000e-02, eta: 1 day, 17:57:08, time: 0.805, data_time: 0.029, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2261, loss: 2.2261 2020-06-18 08:35:50,086 - mmaction - INFO - Epoch [24][1240/1879] lr: 1.000e-02, eta: 1 day, 17:56:32, time: 0.894, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7881, loss: 1.7881 2020-06-18 08:36:06,968 - mmaction - INFO - Epoch [24][1260/1879] lr: 1.000e-02, eta: 1 day, 17:55:52, time: 0.843, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2663, loss: 2.2663 2020-06-18 08:36:22,778 - mmaction - INFO - Epoch [24][1280/1879] lr: 1.000e-02, eta: 1 day, 17:55:07, time: 0.791, data_time: 0.053, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2500, loss: 2.2500 2020-06-18 08:36:46,878 - mmaction - INFO - Epoch [24][1300/1879] lr: 1.000e-02, eta: 1 day, 17:55:00, time: 1.204, data_time: 0.289, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8623, loss: 1.8623 2020-06-18 08:37:01,809 - mmaction - INFO - Epoch [24][1320/1879] lr: 1.000e-02, eta: 1 day, 17:54:11, time: 0.746, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.9212, loss: 1.9212 2020-06-18 08:37:20,551 - mmaction - INFO - Epoch [24][1340/1879] lr: 1.000e-02, eta: 1 day, 17:53:40, time: 0.939, data_time: 0.038, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 2.0018, loss: 2.0018 2020-06-18 08:37:39,359 - mmaction - INFO - Epoch [24][1360/1879] lr: 1.000e-02, eta: 1 day, 17:53:08, time: 0.939, data_time: 0.046, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.9274, loss: 1.9274 2020-06-18 08:38:01,642 - mmaction - INFO - Epoch [24][1380/1879] lr: 1.000e-02, eta: 1 day, 17:52:53, time: 1.115, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9743, loss: 1.9743 2020-06-18 08:38:18,342 - mmaction - INFO - Epoch [24][1400/1879] lr: 1.000e-02, eta: 1 day, 17:52:12, time: 0.835, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1148, loss: 2.1148 2020-06-18 08:38:31,741 - mmaction - INFO - Epoch [24][1420/1879] lr: 1.000e-02, eta: 1 day, 17:51:16, time: 0.668, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9752, loss: 1.9752 2020-06-18 08:38:52,690 - mmaction - INFO - Epoch [24][1440/1879] lr: 1.000e-02, eta: 1 day, 17:50:55, time: 1.046, data_time: 0.138, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0144, loss: 2.0144 2020-06-18 08:39:09,247 - mmaction - INFO - Epoch [24][1460/1879] lr: 1.000e-02, eta: 1 day, 17:50:14, time: 0.832, data_time: 0.004, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.1256, loss: 2.1256 2020-06-18 08:39:32,156 - mmaction - INFO - Epoch [24][1480/1879] lr: 1.000e-02, eta: 1 day, 17:50:01, time: 1.145, data_time: 0.103, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8758, loss: 1.8758 2020-06-18 08:39:49,830 - mmaction - INFO - Epoch [24][1500/1879] lr: 1.000e-02, eta: 1 day, 17:49:25, time: 0.883, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 2.0849, loss: 2.0849 2020-06-18 08:40:06,193 - mmaction - INFO - Epoch [24][1520/1879] lr: 1.000e-02, eta: 1 day, 17:48:43, time: 0.819, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1108, loss: 2.1108 2020-06-18 08:40:23,143 - mmaction - INFO - Epoch [24][1540/1879] lr: 1.000e-02, eta: 1 day, 17:48:03, time: 0.846, data_time: 0.063, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9328, loss: 1.9328 2020-06-18 08:40:42,232 - mmaction - INFO - Epoch [24][1560/1879] lr: 1.000e-02, eta: 1 day, 17:47:33, time: 0.956, data_time: 0.190, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7000, loss_cls: 2.2960, loss: 2.2960 2020-06-18 08:41:06,666 - mmaction - INFO - Epoch [24][1580/1879] lr: 1.000e-02, eta: 1 day, 17:47:28, time: 1.221, data_time: 0.036, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8860, loss: 1.8860 2020-06-18 08:41:23,575 - mmaction - INFO - Epoch [24][1600/1879] lr: 1.000e-02, eta: 1 day, 17:46:48, time: 0.846, data_time: 0.062, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8402, loss: 1.8402 2020-06-18 08:41:45,010 - mmaction - INFO - Epoch [24][1620/1879] lr: 1.000e-02, eta: 1 day, 17:46:29, time: 1.072, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8313, loss_cls: 1.7834, loss: 1.7834 2020-06-18 08:42:03,115 - mmaction - INFO - Epoch [24][1640/1879] lr: 1.000e-02, eta: 1 day, 17:45:55, time: 0.906, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0884, loss: 2.0884 2020-06-18 08:42:21,119 - mmaction - INFO - Epoch [24][1660/1879] lr: 1.000e-02, eta: 1 day, 17:45:20, time: 0.898, data_time: 0.011, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7312, loss_cls: 1.9410, loss: 1.9410 2020-06-18 08:42:42,365 - mmaction - INFO - Epoch [24][1680/1879] lr: 1.000e-02, eta: 1 day, 17:45:00, time: 1.063, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0741, loss: 2.0741 2020-06-18 08:42:59,060 - mmaction - INFO - Epoch [24][1700/1879] lr: 1.000e-02, eta: 1 day, 17:44:19, time: 0.834, data_time: 0.095, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 1.9177, loss: 1.9177 2020-06-18 08:43:14,157 - mmaction - INFO - Epoch [24][1720/1879] lr: 1.000e-02, eta: 1 day, 17:43:32, time: 0.756, data_time: 0.003, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8269, loss: 1.8269 2020-06-18 08:43:35,218 - mmaction - INFO - Epoch [24][1740/1879] lr: 1.000e-02, eta: 1 day, 17:43:11, time: 1.053, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8647, loss: 1.8647 2020-06-18 08:43:54,937 - mmaction - INFO - Epoch [24][1760/1879] lr: 1.000e-02, eta: 1 day, 17:42:44, time: 0.988, data_time: 0.235, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7625, loss_cls: 2.0326, loss: 2.0326 2020-06-18 08:44:10,294 - mmaction - INFO - Epoch [24][1780/1879] lr: 1.000e-02, eta: 1 day, 17:41:58, time: 0.767, data_time: 0.049, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9749, loss: 1.9749 2020-06-18 08:44:28,452 - mmaction - INFO - Epoch [24][1800/1879] lr: 1.000e-02, eta: 1 day, 17:41:24, time: 0.908, data_time: 0.004, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.1774, loss: 2.1774 2020-06-18 08:44:48,274 - mmaction - INFO - Epoch [24][1820/1879] lr: 1.000e-02, eta: 1 day, 17:40:58, time: 0.991, data_time: 0.090, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9854, loss: 1.9854 2020-06-18 08:45:03,997 - mmaction - INFO - Epoch [24][1840/1879] lr: 1.000e-02, eta: 1 day, 17:40:13, time: 0.786, data_time: 0.066, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1113, loss: 2.1113 2020-06-18 08:45:17,730 - mmaction - INFO - Epoch [24][1860/1879] lr: 1.000e-02, eta: 1 day, 17:39:19, time: 0.686, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 2.0051, loss: 2.0051 2020-06-18 08:45:38,320 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-06-18 08:47:47,990 - mmaction - INFO - Epoch [25][20/1879] lr: 1.000e-02, eta: 1 day, 17:45:12, time: 6.448, data_time: 4.445, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.2003, loss: 2.2003 2020-06-18 08:48:12,734 - mmaction - INFO - Epoch [25][40/1879] lr: 1.000e-02, eta: 1 day, 17:45:07, time: 1.237, data_time: 0.170, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7716, loss: 1.7716 2020-06-18 08:48:30,151 - mmaction - INFO - Epoch [25][60/1879] lr: 1.000e-02, eta: 1 day, 17:44:30, time: 0.871, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2160, loss: 2.2160 2020-06-18 08:48:52,983 - mmaction - INFO - Epoch [25][80/1879] lr: 1.000e-02, eta: 1 day, 17:44:17, time: 1.141, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1575, loss: 2.1575 2020-06-18 08:49:08,206 - mmaction - INFO - Epoch [25][100/1879] lr: 1.000e-02, eta: 1 day, 17:43:30, time: 0.762, data_time: 0.037, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7391, loss: 1.7391 2020-06-18 08:49:29,562 - mmaction - INFO - Epoch [25][120/1879] lr: 1.000e-02, eta: 1 day, 17:43:10, time: 1.067, data_time: 0.561, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7233, loss: 1.7233 2020-06-18 08:49:44,188 - mmaction - INFO - Epoch [25][140/1879] lr: 1.000e-02, eta: 1 day, 17:42:20, time: 0.732, data_time: 0.042, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8484, loss: 1.8484 2020-06-18 08:50:00,206 - mmaction - INFO - Epoch [25][160/1879] lr: 1.000e-02, eta: 1 day, 17:41:37, time: 0.799, data_time: 0.226, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.8887, loss: 1.8887 2020-06-18 08:50:16,294 - mmaction - INFO - Epoch [25][180/1879] lr: 1.000e-02, eta: 1 day, 17:40:54, time: 0.804, data_time: 0.363, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0284, loss: 2.0284 2020-06-18 08:50:37,754 - mmaction - INFO - Epoch [25][200/1879] lr: 1.000e-02, eta: 1 day, 17:40:35, time: 1.075, data_time: 0.292, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9059, loss: 1.9059 2020-06-18 08:50:53,051 - mmaction - INFO - Epoch [25][220/1879] lr: 1.000e-02, eta: 1 day, 17:39:48, time: 0.763, data_time: 0.087, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8780, loss: 1.8780 2020-06-18 08:51:15,137 - mmaction - INFO - Epoch [25][240/1879] lr: 1.000e-02, eta: 1 day, 17:39:32, time: 1.106, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9940, loss: 1.9940 2020-06-18 08:51:29,687 - mmaction - INFO - Epoch [25][260/1879] lr: 1.000e-02, eta: 1 day, 17:38:42, time: 0.726, data_time: 0.074, memory: 5168, top1_acc: 0.6375, top5_acc: 0.7937, loss_cls: 1.5945, loss: 1.5945 2020-06-18 08:51:48,640 - mmaction - INFO - Epoch [25][280/1879] lr: 1.000e-02, eta: 1 day, 17:38:12, time: 0.949, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 2.0959, loss: 2.0959 2020-06-18 08:52:04,118 - mmaction - INFO - Epoch [25][300/1879] lr: 1.000e-02, eta: 1 day, 17:37:26, time: 0.773, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8871, loss: 1.8871 2020-06-18 08:52:22,461 - mmaction - INFO - Epoch [25][320/1879] lr: 1.000e-02, eta: 1 day, 17:36:53, time: 0.918, data_time: 0.104, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6807, loss: 1.6807 2020-06-18 08:52:37,314 - mmaction - INFO - Epoch [25][340/1879] lr: 1.000e-02, eta: 1 day, 17:36:05, time: 0.743, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.8549, loss: 1.8549 2020-06-18 08:53:00,866 - mmaction - INFO - Epoch [25][360/1879] lr: 1.000e-02, eta: 1 day, 17:35:55, time: 1.176, data_time: 0.102, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8262, loss: 1.8262 2020-06-18 08:53:13,668 - mmaction - INFO - Epoch [25][380/1879] lr: 1.000e-02, eta: 1 day, 17:34:58, time: 0.640, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9588, loss: 1.9588 2020-06-18 08:53:29,679 - mmaction - INFO - Epoch [25][400/1879] lr: 1.000e-02, eta: 1 day, 17:34:15, time: 0.801, data_time: 0.143, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8521, loss: 1.8521 2020-06-18 08:53:45,644 - mmaction - INFO - Epoch [25][420/1879] lr: 1.000e-02, eta: 1 day, 17:33:31, time: 0.799, data_time: 0.154, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7327, loss: 1.7327 2020-06-18 08:54:04,479 - mmaction - INFO - Epoch [25][440/1879] lr: 1.000e-02, eta: 1 day, 17:33:01, time: 0.941, data_time: 0.005, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5445, loss: 1.5445 2020-06-18 08:54:25,008 - mmaction - INFO - Epoch [25][460/1879] lr: 1.000e-02, eta: 1 day, 17:32:38, time: 1.027, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0399, loss: 2.0399 2020-06-18 08:54:47,852 - mmaction - INFO - Epoch [25][480/1879] lr: 1.000e-02, eta: 1 day, 17:32:25, time: 1.142, data_time: 0.101, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8478, loss: 1.8478 2020-06-18 08:55:08,337 - mmaction - INFO - Epoch [25][500/1879] lr: 1.000e-02, eta: 1 day, 17:32:01, time: 1.023, data_time: 0.226, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.8282, loss: 1.8282 2020-06-18 08:55:27,782 - mmaction - INFO - Epoch [25][520/1879] lr: 1.000e-02, eta: 1 day, 17:31:33, time: 0.973, data_time: 0.125, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1296, loss: 2.1296 2020-06-18 08:55:46,753 - mmaction - INFO - Epoch [25][540/1879] lr: 1.000e-02, eta: 1 day, 17:31:03, time: 0.948, data_time: 0.002, memory: 5168, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.2967, loss: 2.2967 2020-06-18 08:56:04,974 - mmaction - INFO - Epoch [25][560/1879] lr: 1.000e-02, eta: 1 day, 17:30:30, time: 0.913, data_time: 0.004, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7874, loss: 1.7874 2020-06-18 08:56:26,388 - mmaction - INFO - Epoch [25][580/1879] lr: 1.000e-02, eta: 1 day, 17:30:11, time: 1.071, data_time: 0.298, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 1.9537, loss: 1.9537 2020-06-18 08:56:47,460 - mmaction - INFO - Epoch [25][600/1879] lr: 1.000e-02, eta: 1 day, 17:29:50, time: 1.054, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7750, loss_cls: 1.8449, loss: 1.8449 2020-06-18 08:57:04,229 - mmaction - INFO - Epoch [25][620/1879] lr: 1.000e-02, eta: 1 day, 17:29:11, time: 0.837, data_time: 0.007, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7688, loss_cls: 2.0189, loss: 2.0189 2020-06-18 08:57:26,928 - mmaction - INFO - Epoch [25][640/1879] lr: 1.000e-02, eta: 1 day, 17:28:57, time: 1.135, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 1.9735, loss: 1.9735 2020-06-18 08:57:38,219 - mmaction - INFO - Epoch [25][660/1879] lr: 1.000e-02, eta: 1 day, 17:27:54, time: 0.564, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7980, loss: 1.7980 2020-06-18 08:57:48,349 - mmaction - INFO - Epoch [25][680/1879] lr: 1.000e-02, eta: 1 day, 17:26:45, time: 0.507, data_time: 0.016, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.0404, loss: 2.0404 2020-06-18 08:58:01,006 - mmaction - INFO - Epoch [25][700/1879] lr: 1.000e-02, eta: 1 day, 17:25:48, time: 0.634, data_time: 0.158, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.7599, loss: 1.7599 2020-06-18 08:58:21,012 - mmaction - INFO - Epoch [25][720/1879] lr: 1.000e-02, eta: 1 day, 17:25:23, time: 1.001, data_time: 0.239, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9261, loss: 1.9261 2020-06-18 08:58:40,400 - mmaction - INFO - Epoch [25][740/1879] lr: 1.000e-02, eta: 1 day, 17:24:55, time: 0.969, data_time: 0.005, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7438, loss_cls: 2.0592, loss: 2.0592 2020-06-18 08:58:54,236 - mmaction - INFO - Epoch [25][760/1879] lr: 1.000e-02, eta: 1 day, 17:24:03, time: 0.690, data_time: 0.139, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.8858, loss: 1.8858 2020-06-18 08:59:15,334 - mmaction - INFO - Epoch [25][780/1879] lr: 1.000e-02, eta: 1 day, 17:23:42, time: 1.056, data_time: 0.202, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0186, loss: 2.0186 2020-06-18 08:59:35,219 - mmaction - INFO - Epoch [25][800/1879] lr: 1.000e-02, eta: 1 day, 17:23:16, time: 0.994, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0282, loss: 2.0282 2020-06-18 09:00:01,854 - mmaction - INFO - Epoch [25][820/1879] lr: 1.000e-02, eta: 1 day, 17:23:20, time: 1.331, data_time: 0.175, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8866, loss: 1.8866 2020-06-18 09:00:18,759 - mmaction - INFO - Epoch [25][840/1879] lr: 1.000e-02, eta: 1 day, 17:22:41, time: 0.843, data_time: 0.123, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7391, loss: 1.7391 2020-06-18 09:00:45,967 - mmaction - INFO - Epoch [25][860/1879] lr: 1.000e-02, eta: 1 day, 17:22:47, time: 1.362, data_time: 0.178, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7800, loss: 1.7800 2020-06-18 09:01:01,460 - mmaction - INFO - Epoch [25][880/1879] lr: 1.000e-02, eta: 1 day, 17:22:02, time: 0.776, data_time: 0.213, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9081, loss: 1.9081 2020-06-18 09:01:24,630 - mmaction - INFO - Epoch [25][900/1879] lr: 1.000e-02, eta: 1 day, 17:21:51, time: 1.158, data_time: 0.073, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9087, loss: 1.9087 2020-06-18 09:01:40,407 - mmaction - INFO - Epoch [25][920/1879] lr: 1.000e-02, eta: 1 day, 17:21:07, time: 0.789, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0724, loss: 2.0724 2020-06-18 09:01:56,074 - mmaction - INFO - Epoch [25][940/1879] lr: 1.000e-02, eta: 1 day, 17:20:24, time: 0.785, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.8871, loss: 1.8871 2020-06-18 09:02:12,594 - mmaction - INFO - Epoch [25][960/1879] lr: 1.000e-02, eta: 1 day, 17:19:43, time: 0.826, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0786, loss: 2.0786 2020-06-18 09:02:30,295 - mmaction - INFO - Epoch [25][980/1879] lr: 1.000e-02, eta: 1 day, 17:19:08, time: 0.884, data_time: 0.089, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8238, loss: 1.8238 2020-06-18 09:02:51,329 - mmaction - INFO - Epoch [25][1000/1879] lr: 1.000e-02, eta: 1 day, 17:18:47, time: 1.052, data_time: 0.471, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 1.9698, loss: 1.9698 2020-06-18 09:03:09,650 - mmaction - INFO - Epoch [25][1020/1879] lr: 1.000e-02, eta: 1 day, 17:18:15, time: 0.917, data_time: 0.221, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9153, loss: 1.9153 2020-06-18 09:03:32,223 - mmaction - INFO - Epoch [25][1040/1879] lr: 1.000e-02, eta: 1 day, 17:18:01, time: 1.128, data_time: 0.305, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9618, loss: 1.9618 2020-06-18 09:03:48,317 - mmaction - INFO - Epoch [25][1060/1879] lr: 1.000e-02, eta: 1 day, 17:17:19, time: 0.805, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0298, loss: 2.0298 2020-06-18 09:04:02,441 - mmaction - INFO - Epoch [25][1080/1879] lr: 1.000e-02, eta: 1 day, 17:16:29, time: 0.704, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.3228, loss: 2.3228 2020-06-18 09:04:19,867 - mmaction - INFO - Epoch [25][1100/1879] lr: 1.000e-02, eta: 1 day, 17:15:53, time: 0.873, data_time: 0.007, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.9223, loss: 1.9223 2020-06-18 09:04:40,976 - mmaction - INFO - Epoch [25][1120/1879] lr: 1.000e-02, eta: 1 day, 17:15:32, time: 1.054, data_time: 0.024, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9601, loss: 1.9601 2020-06-18 09:04:57,279 - mmaction - INFO - Epoch [25][1140/1879] lr: 1.000e-02, eta: 1 day, 17:14:51, time: 0.817, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8324, loss: 1.8324 2020-06-18 09:05:19,314 - mmaction - INFO - Epoch [25][1160/1879] lr: 1.000e-02, eta: 1 day, 17:14:35, time: 1.102, data_time: 0.124, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8125, loss_cls: 1.9877, loss: 1.9877 2020-06-18 09:05:44,947 - mmaction - INFO - Epoch [25][1180/1879] lr: 1.000e-02, eta: 1 day, 17:14:34, time: 1.281, data_time: 0.006, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7250, loss_cls: 1.9833, loss: 1.9833 2020-06-18 09:06:03,169 - mmaction - INFO - Epoch [25][1200/1879] lr: 1.000e-02, eta: 1 day, 17:14:01, time: 0.912, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1318, loss: 2.1318 2020-06-18 09:06:22,063 - mmaction - INFO - Epoch [25][1220/1879] lr: 1.000e-02, eta: 1 day, 17:13:31, time: 0.943, data_time: 0.023, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8748, loss: 1.8748 2020-06-18 09:06:41,024 - mmaction - INFO - Epoch [25][1240/1879] lr: 1.000e-02, eta: 1 day, 17:13:02, time: 0.950, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0408, loss: 2.0408 2020-06-18 09:07:03,296 - mmaction - INFO - Epoch [25][1260/1879] lr: 1.000e-02, eta: 1 day, 17:12:46, time: 1.114, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7312, loss_cls: 1.9688, loss: 1.9688 2020-06-18 09:07:26,865 - mmaction - INFO - Epoch [25][1280/1879] lr: 1.000e-02, eta: 1 day, 17:12:37, time: 1.178, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 2.0120, loss: 2.0120 2020-06-18 09:07:45,680 - mmaction - INFO - Epoch [25][1300/1879] lr: 1.000e-02, eta: 1 day, 17:12:06, time: 0.941, data_time: 0.166, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7688, loss_cls: 1.7606, loss: 1.7606 2020-06-18 09:08:06,929 - mmaction - INFO - Epoch [25][1320/1879] lr: 1.000e-02, eta: 1 day, 17:11:47, time: 1.063, data_time: 0.334, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8833, loss: 1.8833 2020-06-18 09:08:28,619 - mmaction - INFO - Epoch [25][1340/1879] lr: 1.000e-02, eta: 1 day, 17:11:29, time: 1.084, data_time: 0.456, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8483, loss: 1.8483 2020-06-18 09:08:59,800 - mmaction - INFO - Epoch [25][1360/1879] lr: 1.000e-02, eta: 1 day, 17:11:51, time: 1.558, data_time: 0.000, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0064, loss: 2.0064 2020-06-18 09:09:23,612 - mmaction - INFO - Epoch [25][1380/1879] lr: 1.000e-02, eta: 1 day, 17:11:42, time: 1.192, data_time: 0.004, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.0526, loss: 2.0526 2020-06-18 09:09:50,976 - mmaction - INFO - Epoch [25][1400/1879] lr: 1.000e-02, eta: 1 day, 17:11:48, time: 1.367, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8949, loss: 1.8949 2020-06-18 09:10:14,832 - mmaction - INFO - Epoch [25][1420/1879] lr: 1.000e-02, eta: 1 day, 17:11:40, time: 1.194, data_time: 0.264, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7611, loss: 1.7611 2020-06-18 09:10:41,615 - mmaction - INFO - Epoch [25][1440/1879] lr: 1.000e-02, eta: 1 day, 17:11:43, time: 1.339, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.8286, loss: 1.8286 2020-06-18 09:11:02,777 - mmaction - INFO - Epoch [25][1460/1879] lr: 1.000e-02, eta: 1 day, 17:11:23, time: 1.058, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 1.9598, loss: 1.9598 2020-06-18 09:11:29,088 - mmaction - INFO - Epoch [25][1480/1879] lr: 1.000e-02, eta: 1 day, 17:11:25, time: 1.316, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5402, loss: 1.5402 2020-06-18 09:11:57,997 - mmaction - INFO - Epoch [25][1500/1879] lr: 1.000e-02, eta: 1 day, 17:11:37, time: 1.445, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.2986, loss: 2.2986 2020-06-18 09:12:20,577 - mmaction - INFO - Epoch [25][1520/1879] lr: 1.000e-02, eta: 1 day, 17:11:23, time: 1.129, data_time: 0.012, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0835, loss: 2.0835 2020-06-18 09:12:43,379 - mmaction - INFO - Epoch [25][1540/1879] lr: 1.000e-02, eta: 1 day, 17:11:09, time: 1.140, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.9272, loss: 1.9272 2020-06-18 09:13:07,364 - mmaction - INFO - Epoch [25][1560/1879] lr: 1.000e-02, eta: 1 day, 17:11:01, time: 1.200, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9765, loss: 1.9765 2020-06-18 09:13:38,376 - mmaction - INFO - Epoch [25][1580/1879] lr: 1.000e-02, eta: 1 day, 17:11:22, time: 1.549, data_time: 0.219, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8407, loss: 1.8407 2020-06-18 09:14:05,030 - mmaction - INFO - Epoch [25][1600/1879] lr: 1.000e-02, eta: 1 day, 17:11:25, time: 1.333, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.7790, loss: 1.7790 2020-06-18 09:14:31,713 - mmaction - INFO - Epoch [25][1620/1879] lr: 1.000e-02, eta: 1 day, 17:11:28, time: 1.335, data_time: 0.124, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9604, loss: 1.9604 2020-06-18 09:14:55,848 - mmaction - INFO - Epoch [25][1640/1879] lr: 1.000e-02, eta: 1 day, 17:11:20, time: 1.206, data_time: 0.109, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0220, loss: 2.0220 2020-06-18 09:15:22,103 - mmaction - INFO - Epoch [25][1660/1879] lr: 1.000e-02, eta: 1 day, 17:11:21, time: 1.313, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.7937, loss_cls: 1.7126, loss: 1.7126 2020-06-18 09:15:46,979 - mmaction - INFO - Epoch [25][1680/1879] lr: 1.000e-02, eta: 1 day, 17:11:16, time: 1.244, data_time: 0.172, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7278, loss: 1.7278 2020-06-18 09:16:13,534 - mmaction - INFO - Epoch [25][1700/1879] lr: 1.000e-02, eta: 1 day, 17:11:19, time: 1.327, data_time: 0.244, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8026, loss: 1.8026 2020-06-18 09:16:38,607 - mmaction - INFO - Epoch [25][1720/1879] lr: 1.000e-02, eta: 1 day, 17:11:15, time: 1.253, data_time: 0.007, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8480, loss: 1.8480 2020-06-18 09:17:14,902 - mmaction - INFO - Epoch [25][1740/1879] lr: 1.000e-02, eta: 1 day, 17:11:56, time: 1.802, data_time: 0.234, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8438, loss_cls: 1.7309, loss: 1.7309 2020-06-18 09:17:39,338 - mmaction - INFO - Epoch [25][1760/1879] lr: 1.000e-02, eta: 1 day, 17:11:51, time: 1.234, data_time: 0.047, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.0966, loss: 2.0966 2020-06-18 09:18:06,060 - mmaction - INFO - Epoch [25][1780/1879] lr: 1.000e-02, eta: 1 day, 17:11:53, time: 1.336, data_time: 0.043, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8673, loss: 1.8673 2020-06-18 09:18:34,654 - mmaction - INFO - Epoch [25][1800/1879] lr: 1.000e-02, eta: 1 day, 17:12:04, time: 1.430, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1102, loss: 2.1102 2020-06-18 09:19:00,922 - mmaction - INFO - Epoch [25][1820/1879] lr: 1.000e-02, eta: 1 day, 17:12:05, time: 1.314, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0367, loss: 2.0367 2020-06-18 09:19:30,333 - mmaction - INFO - Epoch [25][1840/1879] lr: 1.000e-02, eta: 1 day, 17:12:19, time: 1.472, data_time: 0.565, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 1.9377, loss: 1.9377 2020-06-18 09:19:53,603 - mmaction - INFO - Epoch [25][1860/1879] lr: 1.000e-02, eta: 1 day, 17:12:07, time: 1.163, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0477, loss: 2.0477 2020-06-18 09:20:24,258 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-06-18 09:23:14,345 - mmaction - INFO - Epoch [26][20/1879] lr: 1.000e-02, eta: 1 day, 17:20:20, time: 8.466, data_time: 6.815, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 1.9917, loss: 1.9917 2020-06-18 09:23:43,776 - mmaction - INFO - Epoch [26][40/1879] lr: 1.000e-02, eta: 1 day, 17:20:34, time: 1.474, data_time: 0.556, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8275, loss: 1.8275 2020-06-18 09:24:14,581 - mmaction - INFO - Epoch [26][60/1879] lr: 1.000e-02, eta: 1 day, 17:20:53, time: 1.540, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8899, loss: 1.8899 2020-06-18 09:24:45,288 - mmaction - INFO - Epoch [26][80/1879] lr: 1.000e-02, eta: 1 day, 17:21:11, time: 1.534, data_time: 0.209, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.8537, loss: 1.8537 2020-06-18 09:24:59,536 - mmaction - INFO - Epoch [26][100/1879] lr: 1.000e-02, eta: 1 day, 17:20:22, time: 0.712, data_time: 0.183, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.6858, loss: 1.6858 2020-06-18 09:25:10,349 - mmaction - INFO - Epoch [26][120/1879] lr: 1.000e-02, eta: 1 day, 17:19:18, time: 0.541, data_time: 0.108, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8658, loss: 1.8658 2020-06-18 09:25:21,673 - mmaction - INFO - Epoch [26][140/1879] lr: 1.000e-02, eta: 1 day, 17:18:16, time: 0.568, data_time: 0.104, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7897, loss: 1.7897 2020-06-18 09:25:38,587 - mmaction - INFO - Epoch [26][160/1879] lr: 1.000e-02, eta: 1 day, 17:17:37, time: 0.845, data_time: 0.066, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.7782, loss: 1.7782 2020-06-18 09:25:55,569 - mmaction - INFO - Epoch [26][180/1879] lr: 1.000e-02, eta: 1 day, 17:16:59, time: 0.848, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9516, loss: 1.9516 2020-06-18 09:26:14,302 - mmaction - INFO - Epoch [26][200/1879] lr: 1.000e-02, eta: 1 day, 17:16:26, time: 0.918, data_time: 0.060, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9693, loss: 1.9693 2020-06-18 09:26:30,762 - mmaction - INFO - Epoch [26][220/1879] lr: 1.000e-02, eta: 1 day, 17:15:48, time: 0.844, data_time: 0.021, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.8004, loss: 1.8004 2020-06-18 09:26:49,815 - mmaction - INFO - Epoch [26][240/1879] lr: 1.000e-02, eta: 1 day, 17:15:18, time: 0.952, data_time: 0.299, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8438, loss_cls: 1.8384, loss: 1.8384 2020-06-18 09:27:03,356 - mmaction - INFO - Epoch [26][260/1879] lr: 1.000e-02, eta: 1 day, 17:14:26, time: 0.677, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9733, loss: 1.9733 2020-06-18 09:27:22,652 - mmaction - INFO - Epoch [26][280/1879] lr: 1.000e-02, eta: 1 day, 17:13:57, time: 0.965, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.7910, loss: 1.7910 2020-06-18 09:27:40,612 - mmaction - INFO - Epoch [26][300/1879] lr: 1.000e-02, eta: 1 day, 17:13:23, time: 0.898, data_time: 0.039, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2804, loss: 2.2804 2020-06-18 09:28:01,991 - mmaction - INFO - Epoch [26][320/1879] lr: 1.000e-02, eta: 1 day, 17:13:03, time: 1.069, data_time: 0.228, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1150, loss: 2.1150 2020-06-18 09:28:18,316 - mmaction - INFO - Epoch [26][340/1879] lr: 1.000e-02, eta: 1 day, 17:12:22, time: 0.816, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8504, loss: 1.8504 2020-06-18 09:28:36,773 - mmaction - INFO - Epoch [26][360/1879] lr: 1.000e-02, eta: 1 day, 17:11:50, time: 0.922, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.5747, loss: 1.5747 2020-06-18 09:28:54,719 - mmaction - INFO - Epoch [26][380/1879] lr: 1.000e-02, eta: 1 day, 17:11:16, time: 0.898, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.7394, loss: 1.7394 2020-06-18 09:29:11,732 - mmaction - INFO - Epoch [26][400/1879] lr: 1.000e-02, eta: 1 day, 17:10:38, time: 0.850, data_time: 0.134, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.8956, loss: 1.8956 2020-06-18 09:29:25,215 - mmaction - INFO - Epoch [26][420/1879] lr: 1.000e-02, eta: 1 day, 17:09:46, time: 0.673, data_time: 0.083, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 1.9193, loss: 1.9193 2020-06-18 09:29:40,462 - mmaction - INFO - Epoch [26][440/1879] lr: 1.000e-02, eta: 1 day, 17:09:01, time: 0.762, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.7901, loss: 1.7901 2020-06-18 09:29:55,664 - mmaction - INFO - Epoch [26][460/1879] lr: 1.000e-02, eta: 1 day, 17:08:16, time: 0.762, data_time: 0.089, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6669, loss: 1.6669 2020-06-18 09:30:09,918 - mmaction - INFO - Epoch [26][480/1879] lr: 1.000e-02, eta: 1 day, 17:07:27, time: 0.711, data_time: 0.084, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 2.0393, loss: 2.0393 2020-06-18 09:30:26,691 - mmaction - INFO - Epoch [26][500/1879] lr: 1.000e-02, eta: 1 day, 17:06:48, time: 0.840, data_time: 0.206, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8161, loss: 1.8161 2020-06-18 09:30:51,789 - mmaction - INFO - Epoch [26][520/1879] lr: 1.000e-02, eta: 1 day, 17:06:43, time: 1.253, data_time: 0.128, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8883, loss: 1.8883 2020-06-18 09:31:13,584 - mmaction - INFO - Epoch [26][540/1879] lr: 1.000e-02, eta: 1 day, 17:06:25, time: 1.091, data_time: 0.099, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0122, loss: 2.0122 2020-06-18 09:31:37,901 - mmaction - INFO - Epoch [26][560/1879] lr: 1.000e-02, eta: 1 day, 17:06:17, time: 1.216, data_time: 0.140, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7625, loss_cls: 1.9179, loss: 1.9179 2020-06-18 09:32:01,797 - mmaction - INFO - Epoch [26][580/1879] lr: 1.000e-02, eta: 1 day, 17:06:08, time: 1.195, data_time: 0.138, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2561, loss: 2.2561 2020-06-18 09:32:20,517 - mmaction - INFO - Epoch [26][600/1879] lr: 1.000e-02, eta: 1 day, 17:05:37, time: 0.935, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8982, loss: 1.8982 2020-06-18 09:32:41,761 - mmaction - INFO - Epoch [26][620/1879] lr: 1.000e-02, eta: 1 day, 17:05:17, time: 1.064, data_time: 0.384, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7854, loss: 1.7854 2020-06-18 09:33:07,226 - mmaction - INFO - Epoch [26][640/1879] lr: 1.000e-02, eta: 1 day, 17:05:13, time: 1.272, data_time: 0.047, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7250, loss_cls: 1.9170, loss: 1.9170 2020-06-18 09:33:27,386 - mmaction - INFO - Epoch [26][660/1879] lr: 1.000e-02, eta: 1 day, 17:04:48, time: 1.009, data_time: 0.227, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8178, loss: 1.8178 2020-06-18 09:33:50,846 - mmaction - INFO - Epoch [26][680/1879] lr: 1.000e-02, eta: 1 day, 17:04:37, time: 1.173, data_time: 0.145, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.6883, loss: 1.6883 2020-06-18 09:34:03,791 - mmaction - INFO - Epoch [26][700/1879] lr: 1.000e-02, eta: 1 day, 17:03:43, time: 0.645, data_time: 0.019, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9021, loss: 1.9021 2020-06-18 09:34:18,572 - mmaction - INFO - Epoch [26][720/1879] lr: 1.000e-02, eta: 1 day, 17:02:56, time: 0.741, data_time: 0.041, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7688, loss_cls: 1.8873, loss: 1.8873 2020-06-18 09:34:38,593 - mmaction - INFO - Epoch [26][740/1879] lr: 1.000e-02, eta: 1 day, 17:02:31, time: 1.001, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.6937, loss_cls: 2.2537, loss: 2.2537 2020-06-18 09:34:52,275 - mmaction - INFO - Epoch [26][760/1879] lr: 1.000e-02, eta: 1 day, 17:01:40, time: 0.683, data_time: 0.000, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1381, loss: 2.1381 2020-06-18 09:35:11,993 - mmaction - INFO - Epoch [26][780/1879] lr: 1.000e-02, eta: 1 day, 17:01:13, time: 0.986, data_time: 0.093, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9919, loss: 1.9919 2020-06-18 09:35:28,402 - mmaction - INFO - Epoch [26][800/1879] lr: 1.000e-02, eta: 1 day, 17:00:33, time: 0.822, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9441, loss: 1.9441 2020-06-18 09:35:47,732 - mmaction - INFO - Epoch [26][820/1879] lr: 1.000e-02, eta: 1 day, 17:00:05, time: 0.966, data_time: 0.020, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1146, loss: 2.1146 2020-06-18 09:36:06,767 - mmaction - INFO - Epoch [26][840/1879] lr: 1.000e-02, eta: 1 day, 16:59:36, time: 0.952, data_time: 0.357, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9419, loss: 1.9419 2020-06-18 09:36:29,808 - mmaction - INFO - Epoch [26][860/1879] lr: 1.000e-02, eta: 1 day, 16:59:23, time: 1.152, data_time: 0.065, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5671, loss: 1.5671 2020-06-18 09:36:43,890 - mmaction - INFO - Epoch [26][880/1879] lr: 1.000e-02, eta: 1 day, 16:58:33, time: 0.703, data_time: 0.132, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8089, loss: 1.8089 2020-06-18 09:37:03,688 - mmaction - INFO - Epoch [26][900/1879] lr: 1.000e-02, eta: 1 day, 16:58:07, time: 0.990, data_time: 0.040, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7750, loss_cls: 2.1719, loss: 2.1719 2020-06-18 09:37:18,660 - mmaction - INFO - Epoch [26][920/1879] lr: 1.000e-02, eta: 1 day, 16:57:22, time: 0.749, data_time: 0.281, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8119, loss: 1.8119 2020-06-18 09:37:38,045 - mmaction - INFO - Epoch [26][940/1879] lr: 1.000e-02, eta: 1 day, 16:56:54, time: 0.969, data_time: 0.179, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9355, loss: 1.9355 2020-06-18 09:37:57,884 - mmaction - INFO - Epoch [26][960/1879] lr: 1.000e-02, eta: 1 day, 16:56:28, time: 0.992, data_time: 0.017, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.9258, loss: 1.9258 2020-06-18 09:38:17,602 - mmaction - INFO - Epoch [26][980/1879] lr: 1.000e-02, eta: 1 day, 16:56:01, time: 0.986, data_time: 0.253, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 1.8291, loss: 1.8291 2020-06-18 09:38:38,685 - mmaction - INFO - Epoch [26][1000/1879] lr: 1.000e-02, eta: 1 day, 16:55:40, time: 1.054, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9328, loss: 1.9328 2020-06-18 09:38:56,446 - mmaction - INFO - Epoch [26][1020/1879] lr: 1.000e-02, eta: 1 day, 16:55:06, time: 0.888, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8834, loss: 1.8834 2020-06-18 09:39:12,356 - mmaction - INFO - Epoch [26][1040/1879] lr: 1.000e-02, eta: 1 day, 16:54:24, time: 0.795, data_time: 0.028, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8476, loss: 1.8476 2020-06-18 09:39:30,859 - mmaction - INFO - Epoch [26][1060/1879] lr: 1.000e-02, eta: 1 day, 16:53:53, time: 0.925, data_time: 0.281, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 2.1413, loss: 2.1413 2020-06-18 09:39:50,071 - mmaction - INFO - Epoch [26][1080/1879] lr: 1.000e-02, eta: 1 day, 16:53:25, time: 0.961, data_time: 0.213, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8438, loss_cls: 1.6745, loss: 1.6745 2020-06-18 09:40:09,994 - mmaction - INFO - Epoch [26][1100/1879] lr: 1.000e-02, eta: 1 day, 16:52:59, time: 0.995, data_time: 0.144, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8603, loss: 1.8603 2020-06-18 09:40:25,841 - mmaction - INFO - Epoch [26][1120/1879] lr: 1.000e-02, eta: 1 day, 16:52:17, time: 0.794, data_time: 0.181, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7502, loss: 1.7502 2020-06-18 09:40:49,166 - mmaction - INFO - Epoch [26][1140/1879] lr: 1.000e-02, eta: 1 day, 16:52:05, time: 1.165, data_time: 0.187, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7450, loss: 1.7450 2020-06-18 09:41:02,939 - mmaction - INFO - Epoch [26][1160/1879] lr: 1.000e-02, eta: 1 day, 16:51:15, time: 0.689, data_time: 0.035, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9268, loss: 1.9268 2020-06-18 09:41:18,628 - mmaction - INFO - Epoch [26][1180/1879] lr: 1.000e-02, eta: 1 day, 16:50:33, time: 0.785, data_time: 0.206, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3262, loss: 2.3262 2020-06-18 09:41:37,204 - mmaction - INFO - Epoch [26][1200/1879] lr: 1.000e-02, eta: 1 day, 16:50:02, time: 0.929, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7500, loss_cls: 1.9249, loss: 1.9249 2020-06-18 09:41:54,715 - mmaction - INFO - Epoch [26][1220/1879] lr: 1.000e-02, eta: 1 day, 16:49:27, time: 0.875, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8295, loss: 1.8295 2020-06-18 09:42:12,389 - mmaction - INFO - Epoch [26][1240/1879] lr: 1.000e-02, eta: 1 day, 16:48:52, time: 0.884, data_time: 0.303, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1798, loss: 2.1798 2020-06-18 09:42:30,022 - mmaction - INFO - Epoch [26][1260/1879] lr: 1.000e-02, eta: 1 day, 16:48:18, time: 0.882, data_time: 0.132, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0981, loss: 2.0981 2020-06-18 09:42:45,483 - mmaction - INFO - Epoch [26][1280/1879] lr: 1.000e-02, eta: 1 day, 16:47:34, time: 0.772, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0086, loss: 2.0086 2020-06-18 09:43:07,312 - mmaction - INFO - Epoch [26][1300/1879] lr: 1.000e-02, eta: 1 day, 16:47:16, time: 1.092, data_time: 0.327, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0817, loss: 2.0817 2020-06-18 09:43:25,315 - mmaction - INFO - Epoch [26][1320/1879] lr: 1.000e-02, eta: 1 day, 16:46:43, time: 0.900, data_time: 0.057, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0031, loss: 2.0031 2020-06-18 09:43:48,213 - mmaction - INFO - Epoch [26][1340/1879] lr: 1.000e-02, eta: 1 day, 16:46:30, time: 1.144, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0431, loss: 2.0431 2020-06-18 09:44:06,672 - mmaction - INFO - Epoch [26][1360/1879] lr: 1.000e-02, eta: 1 day, 16:45:58, time: 0.919, data_time: 0.197, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9145, loss: 1.9145 2020-06-18 09:44:26,008 - mmaction - INFO - Epoch [26][1380/1879] lr: 1.000e-02, eta: 1 day, 16:45:31, time: 0.971, data_time: 0.047, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7224, loss: 1.7224 2020-06-18 09:44:45,993 - mmaction - INFO - Epoch [26][1400/1879] lr: 1.000e-02, eta: 1 day, 16:45:06, time: 0.999, data_time: 0.189, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7174, loss: 1.7174 2020-06-18 09:45:01,874 - mmaction - INFO - Epoch [26][1420/1879] lr: 1.000e-02, eta: 1 day, 16:44:24, time: 0.793, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6421, loss: 1.6421 2020-06-18 09:45:21,259 - mmaction - INFO - Epoch [26][1440/1879] lr: 1.000e-02, eta: 1 day, 16:43:57, time: 0.970, data_time: 0.080, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8446, loss: 1.8446 2020-06-18 09:45:39,922 - mmaction - INFO - Epoch [26][1460/1879] lr: 1.000e-02, eta: 1 day, 16:43:26, time: 0.933, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8789, loss: 1.8789 2020-06-18 09:46:06,178 - mmaction - INFO - Epoch [26][1480/1879] lr: 1.000e-02, eta: 1 day, 16:43:26, time: 1.313, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9249, loss: 1.9249 2020-06-18 09:46:25,794 - mmaction - INFO - Epoch [26][1500/1879] lr: 1.000e-02, eta: 1 day, 16:42:59, time: 0.981, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8942, loss: 1.8942 2020-06-18 09:46:45,793 - mmaction - INFO - Epoch [26][1520/1879] lr: 1.000e-02, eta: 1 day, 16:42:34, time: 1.000, data_time: 0.030, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8807, loss: 1.8807 2020-06-18 09:47:07,831 - mmaction - INFO - Epoch [26][1540/1879] lr: 1.000e-02, eta: 1 day, 16:42:17, time: 1.102, data_time: 0.128, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8731, loss: 1.8731 2020-06-18 09:47:30,836 - mmaction - INFO - Epoch [26][1560/1879] lr: 1.000e-02, eta: 1 day, 16:42:04, time: 1.150, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.8919, loss: 1.8919 2020-06-18 09:47:45,087 - mmaction - INFO - Epoch [26][1580/1879] lr: 1.000e-02, eta: 1 day, 16:41:16, time: 0.713, data_time: 0.027, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9461, loss: 1.9461 2020-06-18 09:48:00,719 - mmaction - INFO - Epoch [26][1600/1879] lr: 1.000e-02, eta: 1 day, 16:40:34, time: 0.780, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8234, loss: 1.8234 2020-06-18 09:48:18,027 - mmaction - INFO - Epoch [26][1620/1879] lr: 1.000e-02, eta: 1 day, 16:39:58, time: 0.866, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0901, loss: 2.0901 2020-06-18 09:48:42,185 - mmaction - INFO - Epoch [26][1640/1879] lr: 1.000e-02, eta: 1 day, 16:39:50, time: 1.208, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9442, loss: 1.9442 2020-06-18 09:48:56,975 - mmaction - INFO - Epoch [26][1660/1879] lr: 1.000e-02, eta: 1 day, 16:39:04, time: 0.739, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9649, loss: 1.9649 2020-06-18 09:49:20,755 - mmaction - INFO - Epoch [26][1680/1879] lr: 1.000e-02, eta: 1 day, 16:38:54, time: 1.189, data_time: 0.008, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9430, loss: 1.9430 2020-06-18 09:49:34,453 - mmaction - INFO - Epoch [26][1700/1879] lr: 1.000e-02, eta: 1 day, 16:38:04, time: 0.685, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.8818, loss: 1.8818 2020-06-18 09:49:52,409 - mmaction - INFO - Epoch [26][1720/1879] lr: 1.000e-02, eta: 1 day, 16:37:31, time: 0.897, data_time: 0.005, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 2.0626, loss: 2.0626 2020-06-18 09:50:11,716 - mmaction - INFO - Epoch [26][1740/1879] lr: 1.000e-02, eta: 1 day, 16:37:04, time: 0.963, data_time: 0.364, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.5994, loss: 1.5994 2020-06-18 09:50:28,811 - mmaction - INFO - Epoch [26][1760/1879] lr: 1.000e-02, eta: 1 day, 16:36:27, time: 0.857, data_time: 0.004, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7897, loss: 1.7897 2020-06-18 09:50:43,159 - mmaction - INFO - Epoch [26][1780/1879] lr: 1.000e-02, eta: 1 day, 16:35:40, time: 0.716, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8125, loss_cls: 1.8560, loss: 1.8560 2020-06-18 09:51:01,985 - mmaction - INFO - Epoch [26][1800/1879] lr: 1.000e-02, eta: 1 day, 16:35:11, time: 0.942, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9625, loss: 1.9625 2020-06-18 09:51:16,020 - mmaction - INFO - Epoch [26][1820/1879] lr: 1.000e-02, eta: 1 day, 16:34:23, time: 0.702, data_time: 0.073, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 1.9138, loss: 1.9138 2020-06-18 09:51:31,545 - mmaction - INFO - Epoch [26][1840/1879] lr: 1.000e-02, eta: 1 day, 16:33:40, time: 0.775, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9807, loss: 1.9807 2020-06-18 09:51:47,840 - mmaction - INFO - Epoch [26][1860/1879] lr: 1.000e-02, eta: 1 day, 16:33:01, time: 0.815, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9815, loss: 1.9815 2020-06-18 09:52:10,394 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-06-18 09:54:42,147 - mmaction - INFO - Epoch [27][20/1879] lr: 1.000e-02, eta: 1 day, 16:39:28, time: 7.544, data_time: 5.682, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.9179, loss: 1.9179 2020-06-18 09:55:08,650 - mmaction - INFO - Epoch [27][40/1879] lr: 1.000e-02, eta: 1 day, 16:39:28, time: 1.331, data_time: 0.012, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.9208, loss: 1.9208 2020-06-18 09:55:38,328 - mmaction - INFO - Epoch [27][60/1879] lr: 1.000e-02, eta: 1 day, 16:39:41, time: 1.485, data_time: 0.161, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1916, loss: 2.1916 2020-06-18 09:56:07,316 - mmaction - INFO - Epoch [27][80/1879] lr: 1.000e-02, eta: 1 day, 16:39:51, time: 1.447, data_time: 0.145, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6105, loss: 1.6105 2020-06-18 09:56:36,323 - mmaction - INFO - Epoch [27][100/1879] lr: 1.000e-02, eta: 1 day, 16:39:59, time: 1.432, data_time: 0.279, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7250, loss_cls: 1.9291, loss: 1.9291 2020-06-18 09:57:04,796 - mmaction - INFO - Epoch [27][120/1879] lr: 1.000e-02, eta: 1 day, 16:40:08, time: 1.444, data_time: 0.021, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7099, loss: 1.7099 2020-06-18 09:57:27,179 - mmaction - INFO - Epoch [27][140/1879] lr: 1.000e-02, eta: 1 day, 16:39:52, time: 1.118, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8144, loss: 1.8144 2020-06-18 09:57:40,880 - mmaction - INFO - Epoch [27][160/1879] lr: 1.000e-02, eta: 1 day, 16:39:02, time: 0.684, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6289, loss: 1.6289 2020-06-18 09:57:51,372 - mmaction - INFO - Epoch [27][180/1879] lr: 1.000e-02, eta: 1 day, 16:38:00, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9122, loss: 1.9122 2020-06-18 09:58:08,625 - mmaction - INFO - Epoch [27][200/1879] lr: 1.000e-02, eta: 1 day, 16:37:24, time: 0.862, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8750, loss_cls: 1.6018, loss: 1.6018 2020-06-18 09:58:26,646 - mmaction - INFO - Epoch [27][220/1879] lr: 1.000e-02, eta: 1 day, 16:36:52, time: 0.903, data_time: 0.024, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8045, loss: 1.8045 2020-06-18 09:58:40,871 - mmaction - INFO - Epoch [27][240/1879] lr: 1.000e-02, eta: 1 day, 16:36:04, time: 0.711, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9319, loss: 1.9319 2020-06-18 09:59:04,704 - mmaction - INFO - Epoch [27][260/1879] lr: 1.000e-02, eta: 1 day, 16:35:54, time: 1.192, data_time: 0.434, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.0653, loss: 2.0653 2020-06-18 09:59:21,839 - mmaction - INFO - Epoch [27][280/1879] lr: 1.000e-02, eta: 1 day, 16:35:18, time: 0.857, data_time: 0.076, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1091, loss: 2.1091 2020-06-18 09:59:38,783 - mmaction - INFO - Epoch [27][300/1879] lr: 1.000e-02, eta: 1 day, 16:34:41, time: 0.846, data_time: 0.078, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7485, loss: 1.7485 2020-06-18 09:59:56,817 - mmaction - INFO - Epoch [27][320/1879] lr: 1.000e-02, eta: 1 day, 16:34:08, time: 0.903, data_time: 0.038, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.1536, loss: 2.1536 2020-06-18 10:00:18,878 - mmaction - INFO - Epoch [27][340/1879] lr: 1.000e-02, eta: 1 day, 16:33:51, time: 1.101, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8146, loss: 1.8146 2020-06-18 10:00:40,404 - mmaction - INFO - Epoch [27][360/1879] lr: 1.000e-02, eta: 1 day, 16:33:32, time: 1.079, data_time: 0.223, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9041, loss: 1.9041 2020-06-18 10:00:55,164 - mmaction - INFO - Epoch [27][380/1879] lr: 1.000e-02, eta: 1 day, 16:32:46, time: 0.737, data_time: 0.000, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3129, loss: 2.3129 2020-06-18 10:01:13,885 - mmaction - INFO - Epoch [27][400/1879] lr: 1.000e-02, eta: 1 day, 16:32:16, time: 0.937, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 1.8465, loss: 1.8465 2020-06-18 10:01:28,734 - mmaction - INFO - Epoch [27][420/1879] lr: 1.000e-02, eta: 1 day, 16:31:31, time: 0.741, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0501, loss: 2.0501 2020-06-18 10:01:46,585 - mmaction - INFO - Epoch [27][440/1879] lr: 1.000e-02, eta: 1 day, 16:30:58, time: 0.893, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7812, loss_cls: 1.8041, loss: 1.8041 2020-06-18 10:02:08,998 - mmaction - INFO - Epoch [27][460/1879] lr: 1.000e-02, eta: 1 day, 16:30:42, time: 1.122, data_time: 0.708, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.1169, loss: 2.1169 2020-06-18 10:02:26,427 - mmaction - INFO - Epoch [27][480/1879] lr: 1.000e-02, eta: 1 day, 16:30:07, time: 0.870, data_time: 0.121, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9614, loss: 1.9614 2020-06-18 10:02:41,842 - mmaction - INFO - Epoch [27][500/1879] lr: 1.000e-02, eta: 1 day, 16:29:25, time: 0.770, data_time: 0.036, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.6533, loss: 1.6533 2020-06-18 10:02:56,289 - mmaction - INFO - Epoch [27][520/1879] lr: 1.000e-02, eta: 1 day, 16:28:39, time: 0.723, data_time: 0.048, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8556, loss: 1.8556 2020-06-18 10:03:11,341 - mmaction - INFO - Epoch [27][540/1879] lr: 1.000e-02, eta: 1 day, 16:27:55, time: 0.753, data_time: 0.007, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8782, loss: 1.8782 2020-06-18 10:03:30,863 - mmaction - INFO - Epoch [27][560/1879] lr: 1.000e-02, eta: 1 day, 16:27:28, time: 0.976, data_time: 0.117, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.2363, loss: 2.2363 2020-06-18 10:03:45,629 - mmaction - INFO - Epoch [27][580/1879] lr: 1.000e-02, eta: 1 day, 16:26:43, time: 0.736, data_time: 0.156, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.2462, loss: 2.2462 2020-06-18 10:04:01,247 - mmaction - INFO - Epoch [27][600/1879] lr: 1.000e-02, eta: 1 day, 16:26:01, time: 0.782, data_time: 0.003, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9325, loss: 1.9325 2020-06-18 10:04:19,568 - mmaction - INFO - Epoch [27][620/1879] lr: 1.000e-02, eta: 1 day, 16:25:30, time: 0.917, data_time: 0.246, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 2.0415, loss: 2.0415 2020-06-18 10:04:35,174 - mmaction - INFO - Epoch [27][640/1879] lr: 1.000e-02, eta: 1 day, 16:24:48, time: 0.780, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.9053, loss: 1.9053 2020-06-18 10:04:51,426 - mmaction - INFO - Epoch [27][660/1879] lr: 1.000e-02, eta: 1 day, 16:24:09, time: 0.813, data_time: 0.010, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7944, loss: 1.7944 2020-06-18 10:05:12,159 - mmaction - INFO - Epoch [27][680/1879] lr: 1.000e-02, eta: 1 day, 16:23:47, time: 1.034, data_time: 0.041, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.1167, loss: 2.1167 2020-06-18 10:05:24,916 - mmaction - INFO - Epoch [27][700/1879] lr: 1.000e-02, eta: 1 day, 16:22:54, time: 0.639, data_time: 0.007, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 1.8563, loss: 1.8563 2020-06-18 10:05:41,104 - mmaction - INFO - Epoch [27][720/1879] lr: 1.000e-02, eta: 1 day, 16:22:15, time: 0.812, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6243, loss: 1.6243 2020-06-18 10:05:58,751 - mmaction - INFO - Epoch [27][740/1879] lr: 1.000e-02, eta: 1 day, 16:21:41, time: 0.882, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7641, loss: 1.7641 2020-06-18 10:06:20,309 - mmaction - INFO - Epoch [27][760/1879] lr: 1.000e-02, eta: 1 day, 16:21:22, time: 1.078, data_time: 0.171, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8715, loss: 1.8715 2020-06-18 10:06:34,068 - mmaction - INFO - Epoch [27][780/1879] lr: 1.000e-02, eta: 1 day, 16:20:34, time: 0.688, data_time: 0.136, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 2.0077, loss: 2.0077 2020-06-18 10:06:51,264 - mmaction - INFO - Epoch [27][800/1879] lr: 1.000e-02, eta: 1 day, 16:19:58, time: 0.859, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7500, loss_cls: 1.8447, loss: 1.8447 2020-06-18 10:07:12,105 - mmaction - INFO - Epoch [27][820/1879] lr: 1.000e-02, eta: 1 day, 16:19:37, time: 1.043, data_time: 0.042, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9645, loss: 1.9645 2020-06-18 10:07:36,080 - mmaction - INFO - Epoch [27][840/1879] lr: 1.000e-02, eta: 1 day, 16:19:27, time: 1.199, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0398, loss: 2.0398 2020-06-18 10:07:58,949 - mmaction - INFO - Epoch [27][860/1879] lr: 1.000e-02, eta: 1 day, 16:19:13, time: 1.143, data_time: 0.038, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0345, loss: 2.0345 2020-06-18 10:08:26,020 - mmaction - INFO - Epoch [27][880/1879] lr: 1.000e-02, eta: 1 day, 16:19:15, time: 1.354, data_time: 0.054, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7114, loss: 1.7114 2020-06-18 10:08:50,510 - mmaction - INFO - Epoch [27][900/1879] lr: 1.000e-02, eta: 1 day, 16:19:07, time: 1.225, data_time: 0.017, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9814, loss: 1.9814 2020-06-18 10:09:12,294 - mmaction - INFO - Epoch [27][920/1879] lr: 1.000e-02, eta: 1 day, 16:18:49, time: 1.089, data_time: 0.234, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.7704, loss: 1.7704 2020-06-18 10:09:35,846 - mmaction - INFO - Epoch [27][940/1879] lr: 1.000e-02, eta: 1 day, 16:18:37, time: 1.178, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9224, loss: 1.9224 2020-06-18 10:10:01,953 - mmaction - INFO - Epoch [27][960/1879] lr: 1.000e-02, eta: 1 day, 16:18:36, time: 1.306, data_time: 0.038, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9195, loss: 1.9195 2020-06-18 10:10:21,288 - mmaction - INFO - Epoch [27][980/1879] lr: 1.000e-02, eta: 1 day, 16:18:08, time: 0.965, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9466, loss: 1.9466 2020-06-18 10:10:45,651 - mmaction - INFO - Epoch [27][1000/1879] lr: 1.000e-02, eta: 1 day, 16:18:00, time: 1.219, data_time: 0.029, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.7224, loss: 1.7224 2020-06-18 10:11:14,167 - mmaction - INFO - Epoch [27][1020/1879] lr: 1.000e-02, eta: 1 day, 16:18:07, time: 1.426, data_time: 0.302, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.7242, loss: 1.7242 2020-06-18 10:11:38,607 - mmaction - INFO - Epoch [27][1040/1879] lr: 1.000e-02, eta: 1 day, 16:17:59, time: 1.222, data_time: 0.336, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 1.9415, loss: 1.9415 2020-06-18 10:12:03,031 - mmaction - INFO - Epoch [27][1060/1879] lr: 1.000e-02, eta: 1 day, 16:17:51, time: 1.221, data_time: 0.187, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0129, loss: 2.0129 2020-06-18 10:12:18,409 - mmaction - INFO - Epoch [27][1080/1879] lr: 1.000e-02, eta: 1 day, 16:17:08, time: 0.767, data_time: 0.170, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.8038, loss: 1.8038 2020-06-18 10:12:38,298 - mmaction - INFO - Epoch [27][1100/1879] lr: 1.000e-02, eta: 1 day, 16:16:43, time: 0.996, data_time: 0.227, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0451, loss: 2.0451 2020-06-18 10:12:56,901 - mmaction - INFO - Epoch [27][1120/1879] lr: 1.000e-02, eta: 1 day, 16:16:13, time: 0.930, data_time: 0.061, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0885, loss: 2.0885 2020-06-18 10:13:12,333 - mmaction - INFO - Epoch [27][1140/1879] lr: 1.000e-02, eta: 1 day, 16:15:31, time: 0.772, data_time: 0.091, memory: 5168, top1_acc: 0.4750, top5_acc: 0.8063, loss_cls: 1.9208, loss: 1.9208 2020-06-18 10:13:31,628 - mmaction - INFO - Epoch [27][1160/1879] lr: 1.000e-02, eta: 1 day, 16:15:04, time: 0.965, data_time: 0.029, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8443, loss: 1.8443 2020-06-18 10:13:44,971 - mmaction - INFO - Epoch [27][1180/1879] lr: 1.000e-02, eta: 1 day, 16:14:14, time: 0.667, data_time: 0.138, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 2.1510, loss: 2.1510 2020-06-18 10:14:02,136 - mmaction - INFO - Epoch [27][1200/1879] lr: 1.000e-02, eta: 1 day, 16:13:38, time: 0.858, data_time: 0.283, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8504, loss: 1.8504 2020-06-18 10:14:14,797 - mmaction - INFO - Epoch [27][1220/1879] lr: 1.000e-02, eta: 1 day, 16:12:46, time: 0.633, data_time: 0.238, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8562, loss_cls: 1.6806, loss: 1.6806 2020-06-18 10:14:32,563 - mmaction - INFO - Epoch [27][1240/1879] lr: 1.000e-02, eta: 1 day, 16:12:13, time: 0.888, data_time: 0.098, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9865, loss: 1.9865 2020-06-18 10:14:52,076 - mmaction - INFO - Epoch [27][1260/1879] lr: 1.000e-02, eta: 1 day, 16:11:46, time: 0.974, data_time: 0.061, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9088, loss: 1.9088 2020-06-18 10:15:08,153 - mmaction - INFO - Epoch [27][1280/1879] lr: 1.000e-02, eta: 1 day, 16:11:07, time: 0.806, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8354, loss: 1.8354 2020-06-18 10:15:29,507 - mmaction - INFO - Epoch [27][1300/1879] lr: 1.000e-02, eta: 1 day, 16:10:47, time: 1.066, data_time: 0.293, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7390, loss: 1.7390 2020-06-18 10:15:47,045 - mmaction - INFO - Epoch [27][1320/1879] lr: 1.000e-02, eta: 1 day, 16:10:14, time: 0.879, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.8641, loss: 1.8641 2020-06-18 10:16:07,120 - mmaction - INFO - Epoch [27][1340/1879] lr: 1.000e-02, eta: 1 day, 16:09:49, time: 1.003, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1359, loss: 2.1359 2020-06-18 10:16:21,336 - mmaction - INFO - Epoch [27][1360/1879] lr: 1.000e-02, eta: 1 day, 16:09:03, time: 0.710, data_time: 0.015, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 1.9560, loss: 1.9560 2020-06-18 10:16:39,966 - mmaction - INFO - Epoch [27][1380/1879] lr: 1.000e-02, eta: 1 day, 16:08:33, time: 0.932, data_time: 0.008, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.0891, loss: 2.0891 2020-06-18 10:16:57,700 - mmaction - INFO - Epoch [27][1400/1879] lr: 1.000e-02, eta: 1 day, 16:08:00, time: 0.887, data_time: 0.094, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9710, loss: 1.9710 2020-06-18 10:17:17,543 - mmaction - INFO - Epoch [27][1420/1879] lr: 1.000e-02, eta: 1 day, 16:07:35, time: 0.992, data_time: 0.026, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0319, loss: 2.0319 2020-06-18 10:17:30,944 - mmaction - INFO - Epoch [27][1440/1879] lr: 1.000e-02, eta: 1 day, 16:06:46, time: 0.669, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8151, loss: 1.8151 2020-06-18 10:17:49,468 - mmaction - INFO - Epoch [27][1460/1879] lr: 1.000e-02, eta: 1 day, 16:06:16, time: 0.927, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9794, loss: 1.9794 2020-06-18 10:18:10,495 - mmaction - INFO - Epoch [27][1480/1879] lr: 1.000e-02, eta: 1 day, 16:05:55, time: 1.051, data_time: 0.256, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8500, loss_cls: 1.7380, loss: 1.7380 2020-06-18 10:18:32,188 - mmaction - INFO - Epoch [27][1500/1879] lr: 1.000e-02, eta: 1 day, 16:05:36, time: 1.084, data_time: 0.139, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.5801, loss: 1.5801 2020-06-18 10:18:50,987 - mmaction - INFO - Epoch [27][1520/1879] lr: 1.000e-02, eta: 1 day, 16:05:07, time: 0.941, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9011, loss: 1.9011 2020-06-18 10:19:13,945 - mmaction - INFO - Epoch [27][1540/1879] lr: 1.000e-02, eta: 1 day, 16:04:54, time: 1.148, data_time: 0.278, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.8821, loss: 1.8821 2020-06-18 10:19:49,650 - mmaction - INFO - Epoch [27][1560/1879] lr: 1.000e-02, eta: 1 day, 16:05:27, time: 1.784, data_time: 0.432, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0302, loss: 2.0302 2020-06-18 10:20:10,359 - mmaction - INFO - Epoch [27][1580/1879] lr: 1.000e-02, eta: 1 day, 16:05:05, time: 1.036, data_time: 0.046, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9999, loss: 1.9999 2020-06-18 10:20:30,029 - mmaction - INFO - Epoch [27][1600/1879] lr: 1.000e-02, eta: 1 day, 16:04:39, time: 0.984, data_time: 0.059, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.9594, loss: 1.9594 2020-06-18 10:20:49,434 - mmaction - INFO - Epoch [27][1620/1879] lr: 1.000e-02, eta: 1 day, 16:04:12, time: 0.968, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1025, loss: 2.1025 2020-06-18 10:21:05,123 - mmaction - INFO - Epoch [27][1640/1879] lr: 1.000e-02, eta: 1 day, 16:03:32, time: 0.786, data_time: 0.155, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5965, loss: 1.5965 2020-06-18 10:21:23,802 - mmaction - INFO - Epoch [27][1660/1879] lr: 1.000e-02, eta: 1 day, 16:03:02, time: 0.934, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6071, loss: 1.6071 2020-06-18 10:21:38,079 - mmaction - INFO - Epoch [27][1680/1879] lr: 1.000e-02, eta: 1 day, 16:02:16, time: 0.712, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 1.9872, loss: 1.9872 2020-06-18 10:21:51,904 - mmaction - INFO - Epoch [27][1700/1879] lr: 1.000e-02, eta: 1 day, 16:01:29, time: 0.690, data_time: 0.017, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.6534, loss: 1.6534 2020-06-18 10:22:05,459 - mmaction - INFO - Epoch [27][1720/1879] lr: 1.000e-02, eta: 1 day, 16:00:41, time: 0.681, data_time: 0.107, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9228, loss: 1.9228 2020-06-18 10:22:19,490 - mmaction - INFO - Epoch [27][1740/1879] lr: 1.000e-02, eta: 1 day, 15:59:55, time: 0.701, data_time: 0.176, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1731, loss: 2.1731 2020-06-18 10:22:34,501 - mmaction - INFO - Epoch [27][1760/1879] lr: 1.000e-02, eta: 1 day, 15:59:12, time: 0.751, data_time: 0.188, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 1.9448, loss: 1.9448 2020-06-18 10:22:48,989 - mmaction - INFO - Epoch [27][1780/1879] lr: 1.000e-02, eta: 1 day, 15:58:27, time: 0.725, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8375, loss: 1.8375 2020-06-18 10:23:05,367 - mmaction - INFO - Epoch [27][1800/1879] lr: 1.000e-02, eta: 1 day, 15:57:49, time: 0.818, data_time: 0.306, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.8965, loss: 1.8965 2020-06-18 10:23:18,301 - mmaction - INFO - Epoch [27][1820/1879] lr: 1.000e-02, eta: 1 day, 15:56:59, time: 0.646, data_time: 0.123, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0006, loss: 2.0006 2020-06-18 10:23:31,904 - mmaction - INFO - Epoch [27][1840/1879] lr: 1.000e-02, eta: 1 day, 15:56:11, time: 0.679, data_time: 0.051, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.2211, loss: 2.2211 2020-06-18 10:23:49,207 - mmaction - INFO - Epoch [27][1860/1879] lr: 1.000e-02, eta: 1 day, 15:55:37, time: 0.867, data_time: 0.176, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0040, loss: 2.0040 2020-06-18 10:24:14,088 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-06-18 10:27:16,138 - mmaction - INFO - Epoch [28][20/1879] lr: 1.000e-02, eta: 1 day, 16:03:28, time: 9.063, data_time: 7.185, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7688, loss_cls: 1.8758, loss: 1.8758 2020-06-18 10:27:49,181 - mmaction - INFO - Epoch [28][40/1879] lr: 1.000e-02, eta: 1 day, 16:03:51, time: 1.652, data_time: 0.046, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.8510, loss: 1.8510 2020-06-18 10:28:22,427 - mmaction - INFO - Epoch [28][60/1879] lr: 1.000e-02, eta: 1 day, 16:04:14, time: 1.664, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8292, loss: 1.8292 2020-06-18 10:28:47,650 - mmaction - INFO - Epoch [28][80/1879] lr: 1.000e-02, eta: 1 day, 16:04:08, time: 1.261, data_time: 0.085, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6552, loss: 1.6552 2020-06-18 10:29:14,219 - mmaction - INFO - Epoch [28][100/1879] lr: 1.000e-02, eta: 1 day, 16:04:07, time: 1.328, data_time: 0.020, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5643, loss: 1.5643 2020-06-18 10:29:35,625 - mmaction - INFO - Epoch [28][120/1879] lr: 1.000e-02, eta: 1 day, 16:03:47, time: 1.069, data_time: 0.016, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8869, loss: 1.8869 2020-06-18 10:29:46,561 - mmaction - INFO - Epoch [28][140/1879] lr: 1.000e-02, eta: 1 day, 16:02:50, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 2.0940, loss: 2.0940 2020-06-18 10:29:57,171 - mmaction - INFO - Epoch [28][160/1879] lr: 1.000e-02, eta: 1 day, 16:01:51, time: 0.531, data_time: 0.011, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8268, loss: 1.8268 2020-06-18 10:30:07,847 - mmaction - INFO - Epoch [28][180/1879] lr: 1.000e-02, eta: 1 day, 16:00:52, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7672, loss: 1.7672 2020-06-18 10:30:27,780 - mmaction - INFO - Epoch [28][200/1879] lr: 1.000e-02, eta: 1 day, 16:00:27, time: 0.998, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.7392, loss: 1.7392 2020-06-18 10:30:44,791 - mmaction - INFO - Epoch [28][220/1879] lr: 1.000e-02, eta: 1 day, 15:59:52, time: 0.850, data_time: 0.359, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.0189, loss: 2.0189 2020-06-18 10:31:03,792 - mmaction - INFO - Epoch [28][240/1879] lr: 1.000e-02, eta: 1 day, 15:59:23, time: 0.950, data_time: 0.008, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8438, loss_cls: 1.6652, loss: 1.6652 2020-06-18 10:31:21,100 - mmaction - INFO - Epoch [28][260/1879] lr: 1.000e-02, eta: 1 day, 15:58:49, time: 0.865, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.7124, loss: 1.7124 2020-06-18 10:31:34,876 - mmaction - INFO - Epoch [28][280/1879] lr: 1.000e-02, eta: 1 day, 15:58:02, time: 0.689, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9565, loss: 1.9565 2020-06-18 10:31:53,565 - mmaction - INFO - Epoch [28][300/1879] lr: 1.000e-02, eta: 1 day, 15:57:32, time: 0.934, data_time: 0.115, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7051, loss: 1.7051 2020-06-18 10:32:08,542 - mmaction - INFO - Epoch [28][320/1879] lr: 1.000e-02, eta: 1 day, 15:56:49, time: 0.749, data_time: 0.029, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7895, loss: 1.7895 2020-06-18 10:32:27,885 - mmaction - INFO - Epoch [28][340/1879] lr: 1.000e-02, eta: 1 day, 15:56:22, time: 0.968, data_time: 0.052, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 1.9751, loss: 1.9751 2020-06-18 10:32:44,956 - mmaction - INFO - Epoch [28][360/1879] lr: 1.000e-02, eta: 1 day, 15:55:47, time: 0.854, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.0670, loss: 2.0670 2020-06-18 10:33:06,562 - mmaction - INFO - Epoch [28][380/1879] lr: 1.000e-02, eta: 1 day, 15:55:28, time: 1.080, data_time: 0.226, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8438, loss_cls: 1.7357, loss: 1.7357 2020-06-18 10:33:22,897 - mmaction - INFO - Epoch [28][400/1879] lr: 1.000e-02, eta: 1 day, 15:54:50, time: 0.815, data_time: 0.140, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.6299, loss: 1.6299 2020-06-18 10:33:39,606 - mmaction - INFO - Epoch [28][420/1879] lr: 1.000e-02, eta: 1 day, 15:54:14, time: 0.837, data_time: 0.125, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9021, loss: 1.9021 2020-06-18 10:33:58,384 - mmaction - INFO - Epoch [28][440/1879] lr: 1.000e-02, eta: 1 day, 15:53:45, time: 0.939, data_time: 0.041, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9983, loss: 1.9983 2020-06-18 10:34:13,352 - mmaction - INFO - Epoch [28][460/1879] lr: 1.000e-02, eta: 1 day, 15:53:02, time: 0.748, data_time: 0.118, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0368, loss: 2.0368 2020-06-18 10:34:27,314 - mmaction - INFO - Epoch [28][480/1879] lr: 1.000e-02, eta: 1 day, 15:52:16, time: 0.697, data_time: 0.187, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7666, loss: 1.7666 2020-06-18 10:34:39,010 - mmaction - INFO - Epoch [28][500/1879] lr: 1.000e-02, eta: 1 day, 15:51:21, time: 0.585, data_time: 0.116, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7739, loss: 1.7739 2020-06-18 10:34:54,650 - mmaction - INFO - Epoch [28][520/1879] lr: 1.000e-02, eta: 1 day, 15:50:41, time: 0.783, data_time: 0.210, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.9027, loss: 1.9027 2020-06-18 10:35:13,238 - mmaction - INFO - Epoch [28][540/1879] lr: 1.000e-02, eta: 1 day, 15:50:11, time: 0.928, data_time: 0.226, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9834, loss: 1.9834 2020-06-18 10:35:33,206 - mmaction - INFO - Epoch [28][560/1879] lr: 1.000e-02, eta: 1 day, 15:49:47, time: 1.000, data_time: 0.155, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0120, loss: 2.0120 2020-06-18 10:35:51,681 - mmaction - INFO - Epoch [28][580/1879] lr: 1.000e-02, eta: 1 day, 15:49:17, time: 0.924, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0255, loss: 2.0255 2020-06-18 10:36:12,704 - mmaction - INFO - Epoch [28][600/1879] lr: 1.000e-02, eta: 1 day, 15:48:56, time: 1.051, data_time: 0.024, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0183, loss: 2.0183 2020-06-18 10:36:35,991 - mmaction - INFO - Epoch [28][620/1879] lr: 1.000e-02, eta: 1 day, 15:48:43, time: 1.164, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8375, loss_cls: 1.7515, loss: 1.7515 2020-06-18 10:36:58,403 - mmaction - INFO - Epoch [28][640/1879] lr: 1.000e-02, eta: 1 day, 15:48:27, time: 1.120, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7881, loss: 1.7881 2020-06-18 10:37:20,113 - mmaction - INFO - Epoch [28][660/1879] lr: 1.000e-02, eta: 1 day, 15:48:09, time: 1.086, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7375, loss_cls: 2.0633, loss: 2.0633 2020-06-18 10:37:41,404 - mmaction - INFO - Epoch [28][680/1879] lr: 1.000e-02, eta: 1 day, 15:47:49, time: 1.065, data_time: 0.409, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.0083, loss: 2.0083 2020-06-18 10:38:04,694 - mmaction - INFO - Epoch [28][700/1879] lr: 1.000e-02, eta: 1 day, 15:47:36, time: 1.164, data_time: 0.144, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9302, loss: 1.9302 2020-06-18 10:38:23,429 - mmaction - INFO - Epoch [28][720/1879] lr: 1.000e-02, eta: 1 day, 15:47:07, time: 0.936, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0913, loss: 2.0913 2020-06-18 10:38:34,422 - mmaction - INFO - Epoch [28][740/1879] lr: 1.000e-02, eta: 1 day, 15:46:10, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9164, loss: 1.9164 2020-06-18 10:38:52,285 - mmaction - INFO - Epoch [28][760/1879] lr: 1.000e-02, eta: 1 day, 15:45:38, time: 0.893, data_time: 0.146, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0442, loss: 2.0442 2020-06-18 10:39:09,894 - mmaction - INFO - Epoch [28][780/1879] lr: 1.000e-02, eta: 1 day, 15:45:05, time: 0.881, data_time: 0.102, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.0491, loss: 2.0491 2020-06-18 10:39:29,175 - mmaction - INFO - Epoch [28][800/1879] lr: 1.000e-02, eta: 1 day, 15:44:38, time: 0.964, data_time: 0.145, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8396, loss: 1.8396 2020-06-18 10:39:43,899 - mmaction - INFO - Epoch [28][820/1879] lr: 1.000e-02, eta: 1 day, 15:43:55, time: 0.736, data_time: 0.066, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0287, loss: 2.0287 2020-06-18 10:40:03,458 - mmaction - INFO - Epoch [28][840/1879] lr: 1.000e-02, eta: 1 day, 15:43:29, time: 0.978, data_time: 0.121, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.7087, loss: 1.7087 2020-06-18 10:40:18,694 - mmaction - INFO - Epoch [28][860/1879] lr: 1.000e-02, eta: 1 day, 15:42:48, time: 0.762, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8125, loss_cls: 1.7936, loss: 1.7936 2020-06-18 10:40:35,201 - mmaction - INFO - Epoch [28][880/1879] lr: 1.000e-02, eta: 1 day, 15:42:11, time: 0.825, data_time: 0.004, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7750, loss_cls: 1.8716, loss: 1.8716 2020-06-18 10:40:55,600 - mmaction - INFO - Epoch [28][900/1879] lr: 1.000e-02, eta: 1 day, 15:41:48, time: 1.020, data_time: 0.180, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9645, loss: 1.9645 2020-06-18 10:41:13,582 - mmaction - INFO - Epoch [28][920/1879] lr: 1.000e-02, eta: 1 day, 15:41:16, time: 0.899, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9038, loss: 1.9038 2020-06-18 10:41:28,536 - mmaction - INFO - Epoch [28][940/1879] lr: 1.000e-02, eta: 1 day, 15:40:34, time: 0.748, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7445, loss: 1.7445 2020-06-18 10:41:45,795 - mmaction - INFO - Epoch [28][960/1879] lr: 1.000e-02, eta: 1 day, 15:40:00, time: 0.863, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6814, loss: 1.6814 2020-06-18 10:41:59,056 - mmaction - INFO - Epoch [28][980/1879] lr: 1.000e-02, eta: 1 day, 15:39:12, time: 0.664, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8791, loss: 1.8791 2020-06-18 10:42:17,125 - mmaction - INFO - Epoch [28][1000/1879] lr: 1.000e-02, eta: 1 day, 15:38:40, time: 0.902, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9383, loss: 1.9383 2020-06-18 10:42:35,902 - mmaction - INFO - Epoch [28][1020/1879] lr: 1.000e-02, eta: 1 day, 15:38:12, time: 0.940, data_time: 0.055, memory: 5168, top1_acc: 0.4938, top5_acc: 0.8063, loss_cls: 1.9299, loss: 1.9299 2020-06-18 10:42:53,097 - mmaction - INFO - Epoch [28][1040/1879] lr: 1.000e-02, eta: 1 day, 15:37:38, time: 0.860, data_time: 0.045, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7312, loss_cls: 1.8916, loss: 1.8916 2020-06-18 10:43:11,715 - mmaction - INFO - Epoch [28][1060/1879] lr: 1.000e-02, eta: 1 day, 15:37:08, time: 0.931, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5750, loss: 1.5750 2020-06-18 10:43:28,429 - mmaction - INFO - Epoch [28][1080/1879] lr: 1.000e-02, eta: 1 day, 15:36:32, time: 0.834, data_time: 0.141, memory: 5168, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.2053, loss: 2.2053 2020-06-18 10:43:41,511 - mmaction - INFO - Epoch [28][1100/1879] lr: 1.000e-02, eta: 1 day, 15:35:44, time: 0.655, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8806, loss: 1.8806 2020-06-18 10:43:54,617 - mmaction - INFO - Epoch [28][1120/1879] lr: 1.000e-02, eta: 1 day, 15:34:55, time: 0.653, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.7015, loss: 1.7015 2020-06-18 10:44:10,092 - mmaction - INFO - Epoch [28][1140/1879] lr: 1.000e-02, eta: 1 day, 15:34:15, time: 0.777, data_time: 0.004, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7376, loss: 1.7376 2020-06-18 10:44:24,778 - mmaction - INFO - Epoch [28][1160/1879] lr: 1.000e-02, eta: 1 day, 15:33:32, time: 0.734, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9858, loss: 1.9858 2020-06-18 10:44:45,924 - mmaction - INFO - Epoch [28][1180/1879] lr: 1.000e-02, eta: 1 day, 15:33:12, time: 1.057, data_time: 0.165, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7665, loss: 1.7665 2020-06-18 10:45:04,206 - mmaction - INFO - Epoch [28][1200/1879] lr: 1.000e-02, eta: 1 day, 15:32:42, time: 0.913, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0217, loss: 2.0217 2020-06-18 10:45:17,768 - mmaction - INFO - Epoch [28][1220/1879] lr: 1.000e-02, eta: 1 day, 15:31:55, time: 0.678, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8133, loss: 1.8133 2020-06-18 10:45:37,042 - mmaction - INFO - Epoch [28][1240/1879] lr: 1.000e-02, eta: 1 day, 15:31:28, time: 0.964, data_time: 0.196, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6332, loss: 1.6332 2020-06-18 10:45:52,999 - mmaction - INFO - Epoch [28][1260/1879] lr: 1.000e-02, eta: 1 day, 15:30:50, time: 0.797, data_time: 0.020, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0794, loss: 2.0794 2020-06-18 10:46:13,165 - mmaction - INFO - Epoch [28][1280/1879] lr: 1.000e-02, eta: 1 day, 15:30:26, time: 1.008, data_time: 0.147, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7848, loss: 1.7848 2020-06-18 10:46:25,888 - mmaction - INFO - Epoch [28][1300/1879] lr: 1.000e-02, eta: 1 day, 15:29:36, time: 0.637, data_time: 0.067, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.9840, loss: 1.9840 2020-06-18 10:46:41,815 - mmaction - INFO - Epoch [28][1320/1879] lr: 1.000e-02, eta: 1 day, 15:28:58, time: 0.797, data_time: 0.005, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1123, loss: 2.1123 2020-06-18 10:46:54,347 - mmaction - INFO - Epoch [28][1340/1879] lr: 1.000e-02, eta: 1 day, 15:28:08, time: 0.627, data_time: 0.089, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1181, loss: 2.1181 2020-06-18 10:47:10,332 - mmaction - INFO - Epoch [28][1360/1879] lr: 1.000e-02, eta: 1 day, 15:27:30, time: 0.799, data_time: 0.005, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.7485, loss: 1.7485 2020-06-18 10:47:23,084 - mmaction - INFO - Epoch [28][1380/1879] lr: 1.000e-02, eta: 1 day, 15:26:40, time: 0.636, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8284, loss: 1.8284 2020-06-18 10:47:38,536 - mmaction - INFO - Epoch [28][1400/1879] lr: 1.000e-02, eta: 1 day, 15:26:00, time: 0.772, data_time: 0.007, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6805, loss: 1.6805 2020-06-18 10:47:50,853 - mmaction - INFO - Epoch [28][1420/1879] lr: 1.000e-02, eta: 1 day, 15:25:09, time: 0.616, data_time: 0.003, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9495, loss: 1.9495 2020-06-18 10:48:06,102 - mmaction - INFO - Epoch [28][1440/1879] lr: 1.000e-02, eta: 1 day, 15:24:29, time: 0.763, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.7771, loss: 1.7771 2020-06-18 10:48:18,702 - mmaction - INFO - Epoch [28][1460/1879] lr: 1.000e-02, eta: 1 day, 15:23:39, time: 0.629, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0068, loss: 2.0068 2020-06-18 10:48:31,663 - mmaction - INFO - Epoch [28][1480/1879] lr: 1.000e-02, eta: 1 day, 15:22:51, time: 0.650, data_time: 0.018, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8250, loss_cls: 1.7820, loss: 1.7820 2020-06-18 10:48:45,479 - mmaction - INFO - Epoch [28][1500/1879] lr: 1.000e-02, eta: 1 day, 15:22:05, time: 0.690, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9740, loss: 1.9740 2020-06-18 10:48:58,869 - mmaction - INFO - Epoch [28][1520/1879] lr: 1.000e-02, eta: 1 day, 15:21:18, time: 0.670, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.4419, loss: 1.4419 2020-06-18 10:49:14,641 - mmaction - INFO - Epoch [28][1540/1879] lr: 1.000e-02, eta: 1 day, 15:20:40, time: 0.789, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6274, loss: 1.6274 2020-06-18 10:49:28,675 - mmaction - INFO - Epoch [28][1560/1879] lr: 1.000e-02, eta: 1 day, 15:19:55, time: 0.701, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9464, loss: 1.9464 2020-06-18 10:49:43,828 - mmaction - INFO - Epoch [28][1580/1879] lr: 1.000e-02, eta: 1 day, 15:19:14, time: 0.757, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8389, loss: 1.8389 2020-06-18 10:49:56,799 - mmaction - INFO - Epoch [28][1600/1879] lr: 1.000e-02, eta: 1 day, 15:18:26, time: 0.648, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8165, loss: 1.8165 2020-06-18 10:50:11,920 - mmaction - INFO - Epoch [28][1620/1879] lr: 1.000e-02, eta: 1 day, 15:17:45, time: 0.756, data_time: 0.142, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9268, loss: 1.9268 2020-06-18 10:50:27,483 - mmaction - INFO - Epoch [28][1640/1879] lr: 1.000e-02, eta: 1 day, 15:17:06, time: 0.780, data_time: 0.412, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 1.6756, loss: 1.6756 2020-06-18 10:50:40,731 - mmaction - INFO - Epoch [28][1660/1879] lr: 1.000e-02, eta: 1 day, 15:16:19, time: 0.662, data_time: 0.062, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7802, loss: 1.7802 2020-06-18 10:50:58,814 - mmaction - INFO - Epoch [28][1680/1879] lr: 1.000e-02, eta: 1 day, 15:15:48, time: 0.904, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7491, loss: 1.7491 2020-06-18 10:51:17,216 - mmaction - INFO - Epoch [28][1700/1879] lr: 1.000e-02, eta: 1 day, 15:15:19, time: 0.921, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7729, loss: 1.7729 2020-06-18 10:51:37,188 - mmaction - INFO - Epoch [28][1720/1879] lr: 1.000e-02, eta: 1 day, 15:14:55, time: 0.998, data_time: 0.016, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 2.0048, loss: 2.0048 2020-06-18 10:51:52,737 - mmaction - INFO - Epoch [28][1740/1879] lr: 1.000e-02, eta: 1 day, 15:14:16, time: 0.777, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7798, loss: 1.7798 2020-06-18 10:52:10,282 - mmaction - INFO - Epoch [28][1760/1879] lr: 1.000e-02, eta: 1 day, 15:13:44, time: 0.876, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9774, loss: 1.9774 2020-06-18 10:52:26,105 - mmaction - INFO - Epoch [28][1780/1879] lr: 1.000e-02, eta: 1 day, 15:13:05, time: 0.791, data_time: 0.181, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9439, loss: 1.9439 2020-06-18 10:52:42,924 - mmaction - INFO - Epoch [28][1800/1879] lr: 1.000e-02, eta: 1 day, 15:12:31, time: 0.841, data_time: 0.055, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0091, loss: 2.0091 2020-06-18 10:53:00,841 - mmaction - INFO - Epoch [28][1820/1879] lr: 1.000e-02, eta: 1 day, 15:12:00, time: 0.897, data_time: 0.067, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.7937, loss: 1.7937 2020-06-18 10:53:21,343 - mmaction - INFO - Epoch [28][1840/1879] lr: 1.000e-02, eta: 1 day, 15:11:38, time: 1.025, data_time: 0.069, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.7772, loss: 1.7772 2020-06-18 10:53:36,258 - mmaction - INFO - Epoch [28][1860/1879] lr: 1.000e-02, eta: 1 day, 15:10:56, time: 0.744, data_time: 0.121, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7874, loss: 1.7874 2020-06-18 10:54:00,933 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-06-18 10:56:51,568 - mmaction - INFO - Epoch [29][20/1879] lr: 1.000e-02, eta: 1 day, 15:17:38, time: 8.486, data_time: 6.828, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1066, loss: 2.1066 2020-06-18 10:57:18,154 - mmaction - INFO - Epoch [29][40/1879] lr: 1.000e-02, eta: 1 day, 15:17:36, time: 1.329, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8004, loss: 1.8004 2020-06-18 10:57:52,306 - mmaction - INFO - Epoch [29][60/1879] lr: 1.000e-02, eta: 1 day, 15:18:01, time: 1.708, data_time: 0.144, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.7863, loss: 1.7863 2020-06-18 10:58:20,896 - mmaction - INFO - Epoch [29][80/1879] lr: 1.000e-02, eta: 1 day, 15:18:06, time: 1.430, data_time: 0.198, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.0241, loss: 2.0241 2020-06-18 10:58:44,599 - mmaction - INFO - Epoch [29][100/1879] lr: 1.000e-02, eta: 1 day, 15:17:54, time: 1.184, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8851, loss: 1.8851 2020-06-18 10:59:10,945 - mmaction - INFO - Epoch [29][120/1879] lr: 1.000e-02, eta: 1 day, 15:17:52, time: 1.319, data_time: 0.329, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7706, loss: 1.7706 2020-06-18 10:59:40,201 - mmaction - INFO - Epoch [29][140/1879] lr: 1.000e-02, eta: 1 day, 15:18:00, time: 1.463, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.6820, loss: 1.6820 2020-06-18 11:00:06,390 - mmaction - INFO - Epoch [29][160/1879] lr: 1.000e-02, eta: 1 day, 15:17:56, time: 1.307, data_time: 0.041, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8936, loss: 1.8936 2020-06-18 11:00:25,937 - mmaction - INFO - Epoch [29][180/1879] lr: 1.000e-02, eta: 1 day, 15:17:31, time: 0.979, data_time: 0.219, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8688, loss_cls: 1.4885, loss: 1.4885 2020-06-18 11:00:44,292 - mmaction - INFO - Epoch [29][200/1879] lr: 1.000e-02, eta: 1 day, 15:17:01, time: 0.918, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9302, loss: 1.9302 2020-06-18 11:01:00,631 - mmaction - INFO - Epoch [29][220/1879] lr: 1.000e-02, eta: 1 day, 15:16:25, time: 0.817, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.6905, loss: 1.6905 2020-06-18 11:01:19,642 - mmaction - INFO - Epoch [29][240/1879] lr: 1.000e-02, eta: 1 day, 15:15:57, time: 0.949, data_time: 0.229, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7970, loss: 1.7970 2020-06-18 11:01:33,669 - mmaction - INFO - Epoch [29][260/1879] lr: 1.000e-02, eta: 1 day, 15:15:13, time: 0.703, data_time: 0.005, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.8829, loss: 1.8829 2020-06-18 11:01:55,268 - mmaction - INFO - Epoch [29][280/1879] lr: 1.000e-02, eta: 1 day, 15:14:54, time: 1.080, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 2.1660, loss: 2.1660 2020-06-18 11:02:10,322 - mmaction - INFO - Epoch [29][300/1879] lr: 1.000e-02, eta: 1 day, 15:14:13, time: 0.752, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.7688, loss_cls: 1.8321, loss: 1.8321 2020-06-18 11:02:27,878 - mmaction - INFO - Epoch [29][320/1879] lr: 1.000e-02, eta: 1 day, 15:13:41, time: 0.879, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8625, loss_cls: 1.6149, loss: 1.6149 2020-06-18 11:02:45,691 - mmaction - INFO - Epoch [29][340/1879] lr: 1.000e-02, eta: 1 day, 15:13:09, time: 0.891, data_time: 0.058, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0393, loss: 2.0393 2020-06-18 11:03:07,992 - mmaction - INFO - Epoch [29][360/1879] lr: 1.000e-02, eta: 1 day, 15:12:53, time: 1.114, data_time: 0.116, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.6935, loss: 1.6935 2020-06-18 11:03:26,006 - mmaction - INFO - Epoch [29][380/1879] lr: 1.000e-02, eta: 1 day, 15:12:22, time: 0.900, data_time: 0.203, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0393, loss: 2.0393 2020-06-18 11:03:40,740 - mmaction - INFO - Epoch [29][400/1879] lr: 1.000e-02, eta: 1 day, 15:11:40, time: 0.738, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1944, loss: 2.1944 2020-06-18 11:03:54,912 - mmaction - INFO - Epoch [29][420/1879] lr: 1.000e-02, eta: 1 day, 15:10:57, time: 0.710, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.7852, loss: 1.7852 2020-06-18 11:04:13,371 - mmaction - INFO - Epoch [29][440/1879] lr: 1.000e-02, eta: 1 day, 15:10:27, time: 0.923, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9657, loss: 1.9657 2020-06-18 11:04:28,096 - mmaction - INFO - Epoch [29][460/1879] lr: 1.000e-02, eta: 1 day, 15:09:46, time: 0.736, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 1.9736, loss: 1.9736 2020-06-18 11:04:40,904 - mmaction - INFO - Epoch [29][480/1879] lr: 1.000e-02, eta: 1 day, 15:08:57, time: 0.640, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.1896, loss: 2.1896 2020-06-18 11:04:52,431 - mmaction - INFO - Epoch [29][500/1879] lr: 1.000e-02, eta: 1 day, 15:08:05, time: 0.574, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.7360, loss: 1.7360 2020-06-18 11:05:03,222 - mmaction - INFO - Epoch [29][520/1879] lr: 1.000e-02, eta: 1 day, 15:07:10, time: 0.540, data_time: 0.003, memory: 5168, top1_acc: 0.5062, top5_acc: 0.6438, loss_cls: 2.3961, loss: 2.3961 2020-06-18 11:05:14,130 - mmaction - INFO - Epoch [29][540/1879] lr: 1.000e-02, eta: 1 day, 15:06:15, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5789, loss: 1.5789 2020-06-18 11:05:29,051 - mmaction - INFO - Epoch [29][560/1879] lr: 1.000e-02, eta: 1 day, 15:05:34, time: 0.745, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9125, loss: 1.9125 2020-06-18 11:05:46,304 - mmaction - INFO - Epoch [29][580/1879] lr: 1.000e-02, eta: 1 day, 15:05:01, time: 0.864, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.8395, loss: 1.8395 2020-06-18 11:06:02,565 - mmaction - INFO - Epoch [29][600/1879] lr: 1.000e-02, eta: 1 day, 15:04:25, time: 0.813, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8085, loss: 1.8085 2020-06-18 11:06:21,079 - mmaction - INFO - Epoch [29][620/1879] lr: 1.000e-02, eta: 1 day, 15:03:56, time: 0.926, data_time: 0.169, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8313, loss_cls: 1.7653, loss: 1.7653 2020-06-18 11:06:40,046 - mmaction - INFO - Epoch [29][640/1879] lr: 1.000e-02, eta: 1 day, 15:03:28, time: 0.947, data_time: 0.351, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.8478, loss: 1.8478 2020-06-18 11:06:55,755 - mmaction - INFO - Epoch [29][660/1879] lr: 1.000e-02, eta: 1 day, 15:02:50, time: 0.787, data_time: 0.014, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.6800, loss: 1.6800 2020-06-18 11:07:16,495 - mmaction - INFO - Epoch [29][680/1879] lr: 1.000e-02, eta: 1 day, 15:02:29, time: 1.035, data_time: 0.139, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8710, loss: 1.8710 2020-06-18 11:07:30,927 - mmaction - INFO - Epoch [29][700/1879] lr: 1.000e-02, eta: 1 day, 15:01:46, time: 0.722, data_time: 0.137, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.8776, loss: 1.8776 2020-06-18 11:07:51,186 - mmaction - INFO - Epoch [29][720/1879] lr: 1.000e-02, eta: 1 day, 15:01:23, time: 1.013, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7597, loss: 1.7597 2020-06-18 11:08:08,844 - mmaction - INFO - Epoch [29][740/1879] lr: 1.000e-02, eta: 1 day, 15:00:52, time: 0.883, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.6408, loss: 1.6408 2020-06-18 11:08:31,869 - mmaction - INFO - Epoch [29][760/1879] lr: 1.000e-02, eta: 1 day, 15:00:38, time: 1.152, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.8538, loss: 1.8538 2020-06-18 11:08:48,494 - mmaction - INFO - Epoch [29][780/1879] lr: 1.000e-02, eta: 1 day, 15:00:03, time: 0.831, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.7884, loss: 1.7884 2020-06-18 11:09:08,894 - mmaction - INFO - Epoch [29][800/1879] lr: 1.000e-02, eta: 1 day, 14:59:40, time: 1.020, data_time: 0.344, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7841, loss: 1.7841 2020-06-18 11:09:23,586 - mmaction - INFO - Epoch [29][820/1879] lr: 1.000e-02, eta: 1 day, 14:58:59, time: 0.734, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7875, loss_cls: 1.7412, loss: 1.7412 2020-06-18 11:09:44,404 - mmaction - INFO - Epoch [29][840/1879] lr: 1.000e-02, eta: 1 day, 14:58:38, time: 1.041, data_time: 0.242, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.7404, loss: 1.7404 2020-06-18 11:09:58,477 - mmaction - INFO - Epoch [29][860/1879] lr: 1.000e-02, eta: 1 day, 14:57:54, time: 0.702, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.8590, loss: 1.8590 2020-06-18 11:10:13,210 - mmaction - INFO - Epoch [29][880/1879] lr: 1.000e-02, eta: 1 day, 14:57:13, time: 0.736, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.9202, loss: 1.9202 2020-06-18 11:10:29,038 - mmaction - INFO - Epoch [29][900/1879] lr: 1.000e-02, eta: 1 day, 14:56:35, time: 0.793, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7500, loss_cls: 1.8379, loss: 1.8379 2020-06-18 11:10:50,491 - mmaction - INFO - Epoch [29][920/1879] lr: 1.000e-02, eta: 1 day, 14:56:16, time: 1.071, data_time: 0.426, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8654, loss: 1.8654 2020-06-18 11:11:15,033 - mmaction - INFO - Epoch [29][940/1879] lr: 1.000e-02, eta: 1 day, 14:56:08, time: 1.228, data_time: 0.052, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0532, loss: 2.0532 2020-06-18 11:11:46,423 - mmaction - INFO - Epoch [29][960/1879] lr: 1.000e-02, eta: 1 day, 14:56:22, time: 1.570, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7988, loss: 1.7988 2020-06-18 11:12:05,825 - mmaction - INFO - Epoch [29][980/1879] lr: 1.000e-02, eta: 1 day, 14:55:56, time: 0.969, data_time: 0.061, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.7402, loss: 1.7402 2020-06-18 11:12:27,974 - mmaction - INFO - Epoch [29][1000/1879] lr: 1.000e-02, eta: 1 day, 14:55:39, time: 1.108, data_time: 0.008, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0987, loss: 2.0987 2020-06-18 11:12:46,210 - mmaction - INFO - Epoch [29][1020/1879] lr: 1.000e-02, eta: 1 day, 14:55:10, time: 0.913, data_time: 0.181, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.7468, loss: 1.7468 2020-06-18 11:13:32,784 - mmaction - INFO - Epoch [29][1040/1879] lr: 1.000e-02, eta: 1 day, 14:56:14, time: 2.329, data_time: 0.087, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8027, loss: 1.8027 2020-06-18 11:13:56,628 - mmaction - INFO - Epoch [29][1060/1879] lr: 1.000e-02, eta: 1 day, 14:56:03, time: 1.191, data_time: 0.000, memory: 5168, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.2488, loss: 2.2488 2020-06-18 11:14:19,734 - mmaction - INFO - Epoch [29][1080/1879] lr: 1.000e-02, eta: 1 day, 14:55:50, time: 1.156, data_time: 0.150, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7475, loss: 1.7475 2020-06-18 11:14:41,109 - mmaction - INFO - Epoch [29][1100/1879] lr: 1.000e-02, eta: 1 day, 14:55:30, time: 1.069, data_time: 0.062, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0362, loss: 2.0362 2020-06-18 11:15:02,332 - mmaction - INFO - Epoch [29][1120/1879] lr: 1.000e-02, eta: 1 day, 14:55:11, time: 1.061, data_time: 0.181, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9450, loss: 1.9450 2020-06-18 11:15:16,896 - mmaction - INFO - Epoch [29][1140/1879] lr: 1.000e-02, eta: 1 day, 14:54:29, time: 0.728, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8338, loss: 1.8338 2020-06-18 11:15:34,828 - mmaction - INFO - Epoch [29][1160/1879] lr: 1.000e-02, eta: 1 day, 14:53:58, time: 0.897, data_time: 0.432, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7614, loss: 1.7614 2020-06-18 11:15:51,007 - mmaction - INFO - Epoch [29][1180/1879] lr: 1.000e-02, eta: 1 day, 14:53:22, time: 0.809, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9381, loss: 1.9381 2020-06-18 11:16:06,524 - mmaction - INFO - Epoch [29][1200/1879] lr: 1.000e-02, eta: 1 day, 14:52:43, time: 0.776, data_time: 0.011, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8859, loss: 1.8859 2020-06-18 11:16:23,210 - mmaction - INFO - Epoch [29][1220/1879] lr: 1.000e-02, eta: 1 day, 14:52:08, time: 0.834, data_time: 0.117, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9858, loss: 1.9858 2020-06-18 11:16:39,351 - mmaction - INFO - Epoch [29][1240/1879] lr: 1.000e-02, eta: 1 day, 14:51:32, time: 0.806, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.7567, loss: 1.7567 2020-06-18 11:16:57,447 - mmaction - INFO - Epoch [29][1260/1879] lr: 1.000e-02, eta: 1 day, 14:51:02, time: 0.905, data_time: 0.082, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8809, loss: 1.8809 2020-06-18 11:17:11,968 - mmaction - INFO - Epoch [29][1280/1879] lr: 1.000e-02, eta: 1 day, 14:50:20, time: 0.726, data_time: 0.008, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9637, loss: 1.9637 2020-06-18 11:17:30,792 - mmaction - INFO - Epoch [29][1300/1879] lr: 1.000e-02, eta: 1 day, 14:49:53, time: 0.942, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9962, loss: 1.9962 2020-06-18 11:17:47,392 - mmaction - INFO - Epoch [29][1320/1879] lr: 1.000e-02, eta: 1 day, 14:49:18, time: 0.830, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0832, loss: 2.0832 2020-06-18 11:18:08,515 - mmaction - INFO - Epoch [29][1340/1879] lr: 1.000e-02, eta: 1 day, 14:48:58, time: 1.054, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9059, loss: 1.9059 2020-06-18 11:18:24,828 - mmaction - INFO - Epoch [29][1360/1879] lr: 1.000e-02, eta: 1 day, 14:48:22, time: 0.816, data_time: 0.021, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9155, loss: 1.9155 2020-06-18 11:18:37,849 - mmaction - INFO - Epoch [29][1380/1879] lr: 1.000e-02, eta: 1 day, 14:47:35, time: 0.652, data_time: 0.013, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.9991, loss: 1.9991 2020-06-18 11:18:53,614 - mmaction - INFO - Epoch [29][1400/1879] lr: 1.000e-02, eta: 1 day, 14:46:58, time: 0.789, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6210, loss: 1.6210 2020-06-18 11:19:11,000 - mmaction - INFO - Epoch [29][1420/1879] lr: 1.000e-02, eta: 1 day, 14:46:26, time: 0.869, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8879, loss: 1.8879 2020-06-18 11:19:31,278 - mmaction - INFO - Epoch [29][1440/1879] lr: 1.000e-02, eta: 1 day, 14:46:03, time: 1.014, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6579, loss: 1.6579 2020-06-18 11:19:52,315 - mmaction - INFO - Epoch [29][1460/1879] lr: 1.000e-02, eta: 1 day, 14:45:43, time: 1.052, data_time: 0.004, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8797, loss: 1.8797 2020-06-18 11:20:08,459 - mmaction - INFO - Epoch [29][1480/1879] lr: 1.000e-02, eta: 1 day, 14:45:06, time: 0.806, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8109, loss: 1.8109 2020-06-18 11:20:33,583 - mmaction - INFO - Epoch [29][1500/1879] lr: 1.000e-02, eta: 1 day, 14:44:59, time: 1.258, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.1448, loss: 2.1448 2020-06-18 11:20:46,446 - mmaction - INFO - Epoch [29][1520/1879] lr: 1.000e-02, eta: 1 day, 14:44:12, time: 0.642, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8750, loss_cls: 1.6165, loss: 1.6165 2020-06-18 11:21:02,619 - mmaction - INFO - Epoch [29][1540/1879] lr: 1.000e-02, eta: 1 day, 14:43:36, time: 0.810, data_time: 0.010, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0516, loss: 2.0516 2020-06-18 11:21:17,088 - mmaction - INFO - Epoch [29][1560/1879] lr: 1.000e-02, eta: 1 day, 14:42:55, time: 0.723, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 2.0015, loss: 2.0015 2020-06-18 11:21:34,742 - mmaction - INFO - Epoch [29][1580/1879] lr: 1.000e-02, eta: 1 day, 14:42:24, time: 0.883, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8333, loss: 1.8333 2020-06-18 11:21:53,901 - mmaction - INFO - Epoch [29][1600/1879] lr: 1.000e-02, eta: 1 day, 14:41:57, time: 0.957, data_time: 0.023, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7250, loss_cls: 1.9659, loss: 1.9659 2020-06-18 11:22:12,467 - mmaction - INFO - Epoch [29][1620/1879] lr: 1.000e-02, eta: 1 day, 14:41:29, time: 0.929, data_time: 0.023, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0703, loss: 2.0703 2020-06-18 11:22:32,773 - mmaction - INFO - Epoch [29][1640/1879] lr: 1.000e-02, eta: 1 day, 14:41:06, time: 1.016, data_time: 0.300, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0163, loss: 2.0163 2020-06-18 11:22:51,584 - mmaction - INFO - Epoch [29][1660/1879] lr: 1.000e-02, eta: 1 day, 14:40:39, time: 0.939, data_time: 0.308, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7716, loss: 1.7716 2020-06-18 11:23:06,541 - mmaction - INFO - Epoch [29][1680/1879] lr: 1.000e-02, eta: 1 day, 14:39:59, time: 0.750, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7670, loss: 1.7670 2020-06-18 11:23:20,464 - mmaction - INFO - Epoch [29][1700/1879] lr: 1.000e-02, eta: 1 day, 14:39:16, time: 0.696, data_time: 0.184, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.8093, loss: 1.8093 2020-06-18 11:23:38,370 - mmaction - INFO - Epoch [29][1720/1879] lr: 1.000e-02, eta: 1 day, 14:38:45, time: 0.895, data_time: 0.070, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8500, loss_cls: 1.6766, loss: 1.6766 2020-06-18 11:23:59,575 - mmaction - INFO - Epoch [29][1740/1879] lr: 1.000e-02, eta: 1 day, 14:38:26, time: 1.060, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8562, loss_cls: 1.6642, loss: 1.6642 2020-06-18 11:24:15,848 - mmaction - INFO - Epoch [29][1760/1879] lr: 1.000e-02, eta: 1 day, 14:37:50, time: 0.814, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0031, loss: 2.0031 2020-06-18 11:24:31,301 - mmaction - INFO - Epoch [29][1780/1879] lr: 1.000e-02, eta: 1 day, 14:37:12, time: 0.773, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 1.8843, loss: 1.8843 2020-06-18 11:24:45,237 - mmaction - INFO - Epoch [29][1800/1879] lr: 1.000e-02, eta: 1 day, 14:36:29, time: 0.695, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8265, loss: 1.8265 2020-06-18 11:25:05,039 - mmaction - INFO - Epoch [29][1820/1879] lr: 1.000e-02, eta: 1 day, 14:36:05, time: 0.991, data_time: 0.187, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7007, loss: 1.7007 2020-06-18 11:25:23,732 - mmaction - INFO - Epoch [29][1840/1879] lr: 1.000e-02, eta: 1 day, 14:35:37, time: 0.935, data_time: 0.004, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9142, loss: 1.9142 2020-06-18 11:25:41,229 - mmaction - INFO - Epoch [29][1860/1879] lr: 1.000e-02, eta: 1 day, 14:35:05, time: 0.874, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.7812, loss_cls: 1.7307, loss: 1.7307 2020-06-18 11:26:03,407 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-06-18 11:28:57,145 - mmaction - INFO - Epoch [30][20/1879] lr: 1.000e-02, eta: 1 day, 14:41:31, time: 8.642, data_time: 6.731, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1910, loss: 2.1910 2020-06-18 11:29:31,419 - mmaction - INFO - Epoch [30][40/1879] lr: 1.000e-02, eta: 1 day, 14:41:54, time: 1.713, data_time: 0.008, memory: 5168, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1948, loss: 2.1948 2020-06-18 11:30:03,360 - mmaction - INFO - Epoch [30][60/1879] lr: 1.000e-02, eta: 1 day, 14:42:08, time: 1.597, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0041, loss: 2.0041 2020-06-18 11:30:35,190 - mmaction - INFO - Epoch [30][80/1879] lr: 1.000e-02, eta: 1 day, 14:42:23, time: 1.592, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.0504, loss: 2.0504 2020-06-18 11:31:04,632 - mmaction - INFO - Epoch [30][100/1879] lr: 1.000e-02, eta: 1 day, 14:42:29, time: 1.472, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0284, loss: 2.0284 2020-06-18 11:31:37,156 - mmaction - INFO - Epoch [30][120/1879] lr: 1.000e-02, eta: 1 day, 14:42:46, time: 1.626, data_time: 0.066, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.9401, loss: 1.9401 2020-06-18 11:32:02,184 - mmaction - INFO - Epoch [30][140/1879] lr: 1.000e-02, eta: 1 day, 14:42:38, time: 1.251, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7845, loss: 1.7845 2020-06-18 11:32:29,564 - mmaction - INFO - Epoch [30][160/1879] lr: 1.000e-02, eta: 1 day, 14:42:38, time: 1.368, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8562, loss_cls: 1.6191, loss: 1.6191 2020-06-18 11:33:00,274 - mmaction - INFO - Epoch [30][180/1879] lr: 1.000e-02, eta: 1 day, 14:42:48, time: 1.536, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4018, loss: 1.4018 2020-06-18 11:33:21,206 - mmaction - INFO - Epoch [30][200/1879] lr: 1.000e-02, eta: 1 day, 14:42:27, time: 1.047, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8571, loss: 1.8571 2020-06-18 11:33:47,773 - mmaction - INFO - Epoch [30][220/1879] lr: 1.000e-02, eta: 1 day, 14:42:25, time: 1.328, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8165, loss: 1.8165 2020-06-18 11:34:14,525 - mmaction - INFO - Epoch [30][240/1879] lr: 1.000e-02, eta: 1 day, 14:42:22, time: 1.337, data_time: 0.019, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7761, loss: 1.7761 2020-06-18 11:34:38,444 - mmaction - INFO - Epoch [30][260/1879] lr: 1.000e-02, eta: 1 day, 14:42:11, time: 1.195, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0119, loss: 2.0119 2020-06-18 11:35:05,324 - mmaction - INFO - Epoch [30][280/1879] lr: 1.000e-02, eta: 1 day, 14:42:09, time: 1.345, data_time: 0.302, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9153, loss: 1.9153 2020-06-18 11:35:30,562 - mmaction - INFO - Epoch [30][300/1879] lr: 1.000e-02, eta: 1 day, 14:42:02, time: 1.262, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0279, loss: 2.0279 2020-06-18 11:35:55,573 - mmaction - INFO - Epoch [30][320/1879] lr: 1.000e-02, eta: 1 day, 14:41:54, time: 1.251, data_time: 0.242, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5533, loss: 1.5533 2020-06-18 11:36:24,481 - mmaction - INFO - Epoch [30][340/1879] lr: 1.000e-02, eta: 1 day, 14:41:59, time: 1.445, data_time: 0.222, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8088, loss: 1.8088 2020-06-18 11:36:47,411 - mmaction - INFO - Epoch [30][360/1879] lr: 1.000e-02, eta: 1 day, 14:41:44, time: 1.146, data_time: 0.288, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.1061, loss: 2.1061 2020-06-18 11:37:09,164 - mmaction - INFO - Epoch [30][380/1879] lr: 1.000e-02, eta: 1 day, 14:41:26, time: 1.087, data_time: 0.109, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7688, loss_cls: 1.8340, loss: 1.8340 2020-06-18 11:37:22,268 - mmaction - INFO - Epoch [30][400/1879] lr: 1.000e-02, eta: 1 day, 14:40:40, time: 0.655, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7688, loss_cls: 1.7504, loss: 1.7504 2020-06-18 11:37:34,010 - mmaction - INFO - Epoch [30][420/1879] lr: 1.000e-02, eta: 1 day, 14:39:49, time: 0.588, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.6343, loss: 1.6343 2020-06-18 11:37:45,177 - mmaction - INFO - Epoch [30][440/1879] lr: 1.000e-02, eta: 1 day, 14:38:57, time: 0.558, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5744, loss: 1.5744 2020-06-18 11:37:59,636 - mmaction - INFO - Epoch [30][460/1879] lr: 1.000e-02, eta: 1 day, 14:38:16, time: 0.723, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.9216, loss: 1.9216 2020-06-18 11:38:13,670 - mmaction - INFO - Epoch [30][480/1879] lr: 1.000e-02, eta: 1 day, 14:37:33, time: 0.701, data_time: 0.050, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0848, loss: 2.0848 2020-06-18 11:38:25,777 - mmaction - INFO - Epoch [30][500/1879] lr: 1.000e-02, eta: 1 day, 14:36:44, time: 0.607, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.8512, loss: 1.8512 2020-06-18 11:38:41,292 - mmaction - INFO - Epoch [30][520/1879] lr: 1.000e-02, eta: 1 day, 14:36:06, time: 0.776, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.7404, loss: 1.7404 2020-06-18 11:38:58,066 - mmaction - INFO - Epoch [30][540/1879] lr: 1.000e-02, eta: 1 day, 14:35:32, time: 0.838, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8252, loss: 1.8252 2020-06-18 11:39:16,096 - mmaction - INFO - Epoch [30][560/1879] lr: 1.000e-02, eta: 1 day, 14:35:02, time: 0.902, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8216, loss: 1.8216 2020-06-18 11:39:35,597 - mmaction - INFO - Epoch [30][580/1879] lr: 1.000e-02, eta: 1 day, 14:34:37, time: 0.975, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6989, loss: 1.6989 2020-06-18 11:39:50,653 - mmaction - INFO - Epoch [30][600/1879] lr: 1.000e-02, eta: 1 day, 14:33:57, time: 0.753, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0976, loss: 2.0976 2020-06-18 11:40:07,750 - mmaction - INFO - Epoch [30][620/1879] lr: 1.000e-02, eta: 1 day, 14:33:24, time: 0.855, data_time: 0.051, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7438, loss_cls: 1.9707, loss: 1.9707 2020-06-18 11:40:24,971 - mmaction - INFO - Epoch [30][640/1879] lr: 1.000e-02, eta: 1 day, 14:32:52, time: 0.861, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8213, loss: 1.8213 2020-06-18 11:40:44,771 - mmaction - INFO - Epoch [30][660/1879] lr: 1.000e-02, eta: 1 day, 14:32:27, time: 0.989, data_time: 0.095, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 1.9968, loss: 1.9968 2020-06-18 11:40:57,716 - mmaction - INFO - Epoch [30][680/1879] lr: 1.000e-02, eta: 1 day, 14:31:41, time: 0.646, data_time: 0.145, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6416, loss: 1.6416 2020-06-18 11:41:13,645 - mmaction - INFO - Epoch [30][700/1879] lr: 1.000e-02, eta: 1 day, 14:31:05, time: 0.799, data_time: 0.084, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8033, loss: 1.8033 2020-06-18 11:41:32,475 - mmaction - INFO - Epoch [30][720/1879] lr: 1.000e-02, eta: 1 day, 14:30:37, time: 0.942, data_time: 0.004, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.6008, loss: 1.6008 2020-06-18 11:41:50,154 - mmaction - INFO - Epoch [30][740/1879] lr: 1.000e-02, eta: 1 day, 14:30:06, time: 0.883, data_time: 0.271, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9334, loss: 1.9334 2020-06-18 11:42:05,217 - mmaction - INFO - Epoch [30][760/1879] lr: 1.000e-02, eta: 1 day, 14:29:27, time: 0.753, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.2052, loss: 2.2052 2020-06-18 11:42:22,273 - mmaction - INFO - Epoch [30][780/1879] lr: 1.000e-02, eta: 1 day, 14:28:54, time: 0.855, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.8900, loss: 1.8900 2020-06-18 11:42:40,743 - mmaction - INFO - Epoch [30][800/1879] lr: 1.000e-02, eta: 1 day, 14:28:25, time: 0.923, data_time: 0.014, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.7533, loss: 1.7533 2020-06-18 11:42:59,632 - mmaction - INFO - Epoch [30][820/1879] lr: 1.000e-02, eta: 1 day, 14:27:58, time: 0.944, data_time: 0.010, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0822, loss: 2.0822 2020-06-18 11:43:20,126 - mmaction - INFO - Epoch [30][840/1879] lr: 1.000e-02, eta: 1 day, 14:27:36, time: 1.025, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0576, loss: 2.0576 2020-06-18 11:43:38,843 - mmaction - INFO - Epoch [30][860/1879] lr: 1.000e-02, eta: 1 day, 14:27:08, time: 0.936, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8000, loss_cls: 1.7772, loss: 1.7772 2020-06-18 11:43:56,753 - mmaction - INFO - Epoch [30][880/1879] lr: 1.000e-02, eta: 1 day, 14:26:38, time: 0.895, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.7329, loss: 1.7329 2020-06-18 11:44:18,498 - mmaction - INFO - Epoch [30][900/1879] lr: 1.000e-02, eta: 1 day, 14:26:20, time: 1.088, data_time: 0.032, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7937, loss_cls: 1.8624, loss: 1.8624 2020-06-18 11:44:34,568 - mmaction - INFO - Epoch [30][920/1879] lr: 1.000e-02, eta: 1 day, 14:25:44, time: 0.803, data_time: 0.207, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7997, loss: 1.7997 2020-06-18 11:44:49,519 - mmaction - INFO - Epoch [30][940/1879] lr: 1.000e-02, eta: 1 day, 14:25:04, time: 0.747, data_time: 0.181, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.8089, loss: 1.8089 2020-06-18 11:45:04,191 - mmaction - INFO - Epoch [30][960/1879] lr: 1.000e-02, eta: 1 day, 14:24:24, time: 0.735, data_time: 0.075, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.8047, loss: 1.8047 2020-06-18 11:45:23,690 - mmaction - INFO - Epoch [30][980/1879] lr: 1.000e-02, eta: 1 day, 14:23:59, time: 0.975, data_time: 0.061, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8445, loss: 1.8445 2020-06-18 11:45:38,011 - mmaction - INFO - Epoch [30][1000/1879] lr: 1.000e-02, eta: 1 day, 14:23:18, time: 0.716, data_time: 0.057, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1964, loss: 2.1964 2020-06-18 11:45:53,280 - mmaction - INFO - Epoch [30][1020/1879] lr: 1.000e-02, eta: 1 day, 14:22:39, time: 0.763, data_time: 0.032, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0124, loss: 2.0124 2020-06-18 11:46:13,146 - mmaction - INFO - Epoch [30][1040/1879] lr: 1.000e-02, eta: 1 day, 14:22:15, time: 0.993, data_time: 0.088, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9759, loss: 1.9759 2020-06-18 11:46:33,656 - mmaction - INFO - Epoch [30][1060/1879] lr: 1.000e-02, eta: 1 day, 14:21:53, time: 1.025, data_time: 0.130, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7416, loss: 1.7416 2020-06-18 11:46:57,326 - mmaction - INFO - Epoch [30][1080/1879] lr: 1.000e-02, eta: 1 day, 14:21:41, time: 1.184, data_time: 0.055, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8769, loss: 1.8769 2020-06-18 11:47:20,827 - mmaction - INFO - Epoch [30][1100/1879] lr: 1.000e-02, eta: 1 day, 14:21:28, time: 1.175, data_time: 0.566, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7625, loss_cls: 1.7486, loss: 1.7486 2020-06-18 11:47:44,909 - mmaction - INFO - Epoch [30][1120/1879] lr: 1.000e-02, eta: 1 day, 14:21:17, time: 1.204, data_time: 0.378, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7469, loss: 1.7469 2020-06-18 11:48:06,637 - mmaction - INFO - Epoch [30][1140/1879] lr: 1.000e-02, eta: 1 day, 14:20:59, time: 1.086, data_time: 0.053, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.7707, loss: 1.7707 2020-06-18 11:48:36,588 - mmaction - INFO - Epoch [30][1160/1879] lr: 1.000e-02, eta: 1 day, 14:21:07, time: 1.498, data_time: 0.014, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6937, loss: 1.6937 2020-06-18 11:48:58,574 - mmaction - INFO - Epoch [30][1180/1879] lr: 1.000e-02, eta: 1 day, 14:20:49, time: 1.099, data_time: 0.253, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9136, loss: 1.9136 2020-06-18 11:49:25,063 - mmaction - INFO - Epoch [30][1200/1879] lr: 1.000e-02, eta: 1 day, 14:20:46, time: 1.325, data_time: 0.160, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7645, loss: 1.7645 2020-06-18 11:49:52,344 - mmaction - INFO - Epoch [30][1220/1879] lr: 1.000e-02, eta: 1 day, 14:20:45, time: 1.364, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8122, loss: 1.8122 2020-06-18 11:50:15,309 - mmaction - INFO - Epoch [30][1240/1879] lr: 1.000e-02, eta: 1 day, 14:20:30, time: 1.148, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7937, loss_cls: 1.9992, loss: 1.9992 2020-06-18 11:50:38,471 - mmaction - INFO - Epoch [30][1260/1879] lr: 1.000e-02, eta: 1 day, 14:20:16, time: 1.158, data_time: 0.048, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0313, loss: 2.0313 2020-06-18 11:51:02,562 - mmaction - INFO - Epoch [30][1280/1879] lr: 1.000e-02, eta: 1 day, 14:20:05, time: 1.205, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9934, loss: 1.9934 2020-06-18 11:51:31,092 - mmaction - INFO - Epoch [30][1300/1879] lr: 1.000e-02, eta: 1 day, 14:20:08, time: 1.427, data_time: 0.501, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9138, loss: 1.9138 2020-06-18 11:51:51,436 - mmaction - INFO - Epoch [30][1320/1879] lr: 1.000e-02, eta: 1 day, 14:19:46, time: 1.017, data_time: 0.251, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8400, loss: 1.8400 2020-06-18 11:52:17,683 - mmaction - INFO - Epoch [30][1340/1879] lr: 1.000e-02, eta: 1 day, 14:19:41, time: 1.312, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2466, loss: 2.2466 2020-06-18 11:52:38,998 - mmaction - INFO - Epoch [30][1360/1879] lr: 1.000e-02, eta: 1 day, 14:19:22, time: 1.066, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7750, loss_cls: 1.8817, loss: 1.8817 2020-06-18 11:53:00,019 - mmaction - INFO - Epoch [30][1380/1879] lr: 1.000e-02, eta: 1 day, 14:19:01, time: 1.051, data_time: 0.041, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8091, loss: 1.8091 2020-06-18 11:53:23,625 - mmaction - INFO - Epoch [30][1400/1879] lr: 1.000e-02, eta: 1 day, 14:18:49, time: 1.180, data_time: 0.019, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9413, loss: 1.9413 2020-06-18 11:53:50,169 - mmaction - INFO - Epoch [30][1420/1879] lr: 1.000e-02, eta: 1 day, 14:18:45, time: 1.328, data_time: 0.038, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.7177, loss: 1.7177 2020-06-18 11:54:15,970 - mmaction - INFO - Epoch [30][1440/1879] lr: 1.000e-02, eta: 1 day, 14:18:39, time: 1.290, data_time: 0.222, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.8578, loss: 1.8578 2020-06-18 11:54:43,071 - mmaction - INFO - Epoch [30][1460/1879] lr: 1.000e-02, eta: 1 day, 14:18:38, time: 1.355, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.9160, loss: 1.9160 2020-06-18 11:55:17,488 - mmaction - INFO - Epoch [30][1480/1879] lr: 1.000e-02, eta: 1 day, 14:18:58, time: 1.721, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8568, loss: 1.8568 2020-06-18 11:55:41,630 - mmaction - INFO - Epoch [30][1500/1879] lr: 1.000e-02, eta: 1 day, 14:18:47, time: 1.207, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.1593, loss: 2.1593 2020-06-18 11:56:11,625 - mmaction - INFO - Epoch [30][1520/1879] lr: 1.000e-02, eta: 1 day, 14:18:54, time: 1.500, data_time: 0.230, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8375, loss_cls: 1.8153, loss: 1.8153 2020-06-18 11:56:40,417 - mmaction - INFO - Epoch [30][1540/1879] lr: 1.000e-02, eta: 1 day, 14:18:58, time: 1.440, data_time: 0.034, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0007, loss: 2.0007 2020-06-18 11:57:04,869 - mmaction - INFO - Epoch [30][1560/1879] lr: 1.000e-02, eta: 1 day, 14:18:48, time: 1.222, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.8873, loss: 1.8873 2020-06-18 11:57:31,911 - mmaction - INFO - Epoch [30][1580/1879] lr: 1.000e-02, eta: 1 day, 14:18:46, time: 1.352, data_time: 0.020, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7437, loss: 1.7437 2020-06-18 11:58:00,694 - mmaction - INFO - Epoch [30][1600/1879] lr: 1.000e-02, eta: 1 day, 14:18:49, time: 1.439, data_time: 0.015, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7934, loss: 1.7934 2020-06-18 11:58:25,269 - mmaction - INFO - Epoch [30][1620/1879] lr: 1.000e-02, eta: 1 day, 14:18:39, time: 1.228, data_time: 0.135, memory: 5168, top1_acc: 0.5188, top5_acc: 0.6813, loss_cls: 2.3530, loss: 2.3530 2020-06-18 11:58:47,678 - mmaction - INFO - Epoch [30][1640/1879] lr: 1.000e-02, eta: 1 day, 14:18:23, time: 1.121, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2938, loss: 2.2938 2020-06-18 11:59:09,774 - mmaction - INFO - Epoch [30][1660/1879] lr: 1.000e-02, eta: 1 day, 14:18:05, time: 1.105, data_time: 0.296, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8278, loss: 1.8278 2020-06-18 11:59:35,185 - mmaction - INFO - Epoch [30][1680/1879] lr: 1.000e-02, eta: 1 day, 14:17:58, time: 1.271, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 2.0027, loss: 2.0027 2020-06-18 11:59:55,153 - mmaction - INFO - Epoch [30][1700/1879] lr: 1.000e-02, eta: 1 day, 14:17:34, time: 0.998, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.9414, loss: 1.9414 2020-06-18 12:00:18,209 - mmaction - INFO - Epoch [30][1720/1879] lr: 1.000e-02, eta: 1 day, 14:17:19, time: 1.148, data_time: 0.028, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9492, loss: 1.9492 2020-06-18 12:00:44,123 - mmaction - INFO - Epoch [30][1740/1879] lr: 1.000e-02, eta: 1 day, 14:17:14, time: 1.301, data_time: 0.206, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8562, loss_cls: 1.7432, loss: 1.7432 2020-06-18 12:01:02,919 - mmaction - INFO - Epoch [30][1760/1879] lr: 1.000e-02, eta: 1 day, 14:16:47, time: 0.940, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1096, loss: 2.1096 2020-06-18 12:01:23,480 - mmaction - INFO - Epoch [30][1780/1879] lr: 1.000e-02, eta: 1 day, 14:16:24, time: 1.027, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8729, loss: 1.8729 2020-06-18 12:01:36,519 - mmaction - INFO - Epoch [30][1800/1879] lr: 1.000e-02, eta: 1 day, 14:15:39, time: 0.653, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.8104, loss: 1.8104 2020-06-18 12:01:54,075 - mmaction - INFO - Epoch [30][1820/1879] lr: 1.000e-02, eta: 1 day, 14:15:08, time: 0.878, data_time: 0.203, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8607, loss: 1.8607 2020-06-18 12:02:09,411 - mmaction - INFO - Epoch [30][1840/1879] lr: 1.000e-02, eta: 1 day, 14:14:30, time: 0.766, data_time: 0.244, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.0922, loss: 2.0922 2020-06-18 12:02:28,019 - mmaction - INFO - Epoch [30][1860/1879] lr: 1.000e-02, eta: 1 day, 14:14:02, time: 0.930, data_time: 0.122, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.7473, loss: 1.7473 2020-06-18 12:02:51,286 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-06-18 12:05:27,388 - mmaction - INFO - Epoch [31][20/1879] lr: 1.000e-02, eta: 1 day, 14:19:10, time: 7.765, data_time: 6.200, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.0599, loss: 2.0599 2020-06-18 12:05:50,351 - mmaction - INFO - Epoch [31][40/1879] lr: 1.000e-02, eta: 1 day, 14:18:55, time: 1.148, data_time: 0.005, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0840, loss: 2.0840 2020-06-18 12:06:00,485 - mmaction - INFO - Epoch [31][60/1879] lr: 1.000e-02, eta: 1 day, 14:18:01, time: 0.507, data_time: 0.004, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8132, loss: 1.8132 2020-06-18 12:06:11,824 - mmaction - INFO - Epoch [31][80/1879] lr: 1.000e-02, eta: 1 day, 14:17:10, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8103, loss: 1.8103 2020-06-18 12:06:23,815 - mmaction - INFO - Epoch [31][100/1879] lr: 1.000e-02, eta: 1 day, 14:16:22, time: 0.601, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0024, loss: 2.0024 2020-06-18 12:06:37,659 - mmaction - INFO - Epoch [31][120/1879] lr: 1.000e-02, eta: 1 day, 14:15:40, time: 0.693, data_time: 0.030, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.6618, loss: 1.6618 2020-06-18 12:06:54,231 - mmaction - INFO - Epoch [31][140/1879] lr: 1.000e-02, eta: 1 day, 14:15:06, time: 0.829, data_time: 0.271, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.8881, loss: 1.8881 2020-06-18 12:07:12,778 - mmaction - INFO - Epoch [31][160/1879] lr: 1.000e-02, eta: 1 day, 14:14:37, time: 0.927, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 2.0271, loss: 2.0271 2020-06-18 12:07:31,736 - mmaction - INFO - Epoch [31][180/1879] lr: 1.000e-02, eta: 1 day, 14:14:10, time: 0.948, data_time: 0.035, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9200, loss: 1.9200 2020-06-18 12:07:54,153 - mmaction - INFO - Epoch [31][200/1879] lr: 1.000e-02, eta: 1 day, 14:13:54, time: 1.120, data_time: 0.494, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8313, loss_cls: 1.6814, loss: 1.6814 2020-06-18 12:08:12,249 - mmaction - INFO - Epoch [31][220/1879] lr: 1.000e-02, eta: 1 day, 14:13:24, time: 0.905, data_time: 0.261, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.8743, loss: 1.8743 2020-06-18 12:08:25,384 - mmaction - INFO - Epoch [31][240/1879] lr: 1.000e-02, eta: 1 day, 14:12:39, time: 0.655, data_time: 0.150, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7750, loss_cls: 1.8108, loss: 1.8108 2020-06-18 12:08:42,937 - mmaction - INFO - Epoch [31][260/1879] lr: 1.000e-02, eta: 1 day, 14:12:08, time: 0.880, data_time: 0.235, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.9624, loss: 1.9624 2020-06-18 12:08:59,348 - mmaction - INFO - Epoch [31][280/1879] lr: 1.000e-02, eta: 1 day, 14:11:33, time: 0.818, data_time: 0.300, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7942, loss: 1.7942 2020-06-18 12:09:13,815 - mmaction - INFO - Epoch [31][300/1879] lr: 1.000e-02, eta: 1 day, 14:10:53, time: 0.724, data_time: 0.003, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 1.9414, loss: 1.9414 2020-06-18 12:09:29,903 - mmaction - INFO - Epoch [31][320/1879] lr: 1.000e-02, eta: 1 day, 14:10:17, time: 0.806, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6915, loss: 1.6915 2020-06-18 12:09:49,401 - mmaction - INFO - Epoch [31][340/1879] lr: 1.000e-02, eta: 1 day, 14:09:52, time: 0.975, data_time: 0.513, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.8080, loss: 1.8080 2020-06-18 12:10:09,628 - mmaction - INFO - Epoch [31][360/1879] lr: 1.000e-02, eta: 1 day, 14:09:29, time: 1.012, data_time: 0.162, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7184, loss: 1.7184 2020-06-18 12:10:22,902 - mmaction - INFO - Epoch [31][380/1879] lr: 1.000e-02, eta: 1 day, 14:08:45, time: 0.662, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.7806, loss: 1.7806 2020-06-18 12:10:41,651 - mmaction - INFO - Epoch [31][400/1879] lr: 1.000e-02, eta: 1 day, 14:08:17, time: 0.938, data_time: 0.004, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7440, loss: 1.7440 2020-06-18 12:10:59,719 - mmaction - INFO - Epoch [31][420/1879] lr: 1.000e-02, eta: 1 day, 14:07:48, time: 0.903, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7534, loss: 1.7534 2020-06-18 12:11:14,378 - mmaction - INFO - Epoch [31][440/1879] lr: 1.000e-02, eta: 1 day, 14:07:08, time: 0.734, data_time: 0.244, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0990, loss: 2.0990 2020-06-18 12:11:28,097 - mmaction - INFO - Epoch [31][460/1879] lr: 1.000e-02, eta: 1 day, 14:06:26, time: 0.685, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0059, loss: 2.0059 2020-06-18 12:11:45,056 - mmaction - INFO - Epoch [31][480/1879] lr: 1.000e-02, eta: 1 day, 14:05:53, time: 0.848, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7411, loss: 1.7411 2020-06-18 12:12:01,342 - mmaction - INFO - Epoch [31][500/1879] lr: 1.000e-02, eta: 1 day, 14:05:18, time: 0.814, data_time: 0.108, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.6278, loss: 1.6278 2020-06-18 12:12:18,827 - mmaction - INFO - Epoch [31][520/1879] lr: 1.000e-02, eta: 1 day, 14:04:47, time: 0.875, data_time: 0.055, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1257, loss: 2.1257 2020-06-18 12:12:34,757 - mmaction - INFO - Epoch [31][540/1879] lr: 1.000e-02, eta: 1 day, 14:04:11, time: 0.796, data_time: 0.023, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9305, loss: 1.9305 2020-06-18 12:12:56,199 - mmaction - INFO - Epoch [31][560/1879] lr: 1.000e-02, eta: 1 day, 14:03:51, time: 1.073, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 2.0635, loss: 2.0635 2020-06-18 12:13:11,302 - mmaction - INFO - Epoch [31][580/1879] lr: 1.000e-02, eta: 1 day, 14:03:13, time: 0.755, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8375, loss_cls: 1.7352, loss: 1.7352 2020-06-18 12:13:30,672 - mmaction - INFO - Epoch [31][600/1879] lr: 1.000e-02, eta: 1 day, 14:02:47, time: 0.969, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8876, loss: 1.8876 2020-06-18 12:13:46,585 - mmaction - INFO - Epoch [31][620/1879] lr: 1.000e-02, eta: 1 day, 14:02:12, time: 0.796, data_time: 0.005, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7429, loss: 1.7429 2020-06-18 12:14:00,777 - mmaction - INFO - Epoch [31][640/1879] lr: 1.000e-02, eta: 1 day, 14:01:30, time: 0.708, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.0690, loss: 2.0690 2020-06-18 12:14:18,476 - mmaction - INFO - Epoch [31][660/1879] lr: 1.000e-02, eta: 1 day, 14:01:00, time: 0.887, data_time: 0.093, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5732, loss: 1.5732 2020-06-18 12:14:36,598 - mmaction - INFO - Epoch [31][680/1879] lr: 1.000e-02, eta: 1 day, 14:00:31, time: 0.906, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9646, loss: 1.9646 2020-06-18 12:14:51,402 - mmaction - INFO - Epoch [31][700/1879] lr: 1.000e-02, eta: 1 day, 13:59:52, time: 0.741, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7817, loss: 1.7817 2020-06-18 12:15:13,241 - mmaction - INFO - Epoch [31][720/1879] lr: 1.000e-02, eta: 1 day, 13:59:33, time: 1.090, data_time: 0.171, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8963, loss: 1.8963 2020-06-18 12:15:25,327 - mmaction - INFO - Epoch [31][740/1879] lr: 1.000e-02, eta: 1 day, 13:58:46, time: 0.606, data_time: 0.153, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8745, loss: 1.8745 2020-06-18 12:15:42,844 - mmaction - INFO - Epoch [31][760/1879] lr: 1.000e-02, eta: 1 day, 13:58:15, time: 0.876, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5617, loss: 1.5617 2020-06-18 12:16:01,998 - mmaction - INFO - Epoch [31][780/1879] lr: 1.000e-02, eta: 1 day, 13:57:49, time: 0.958, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.6062, loss: 1.6062 2020-06-18 12:16:20,322 - mmaction - INFO - Epoch [31][800/1879] lr: 1.000e-02, eta: 1 day, 13:57:21, time: 0.915, data_time: 0.119, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0555, loss: 2.0555 2020-06-18 12:16:41,536 - mmaction - INFO - Epoch [31][820/1879] lr: 1.000e-02, eta: 1 day, 13:57:01, time: 1.062, data_time: 0.133, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9164, loss: 1.9164 2020-06-18 12:16:59,834 - mmaction - INFO - Epoch [31][840/1879] lr: 1.000e-02, eta: 1 day, 13:56:32, time: 0.914, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.7875, loss_cls: 1.6605, loss: 1.6605 2020-06-18 12:17:18,644 - mmaction - INFO - Epoch [31][860/1879] lr: 1.000e-02, eta: 1 day, 13:56:05, time: 0.942, data_time: 0.045, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5519, loss: 1.5519 2020-06-18 12:17:35,934 - mmaction - INFO - Epoch [31][880/1879] lr: 1.000e-02, eta: 1 day, 13:55:33, time: 0.865, data_time: 0.200, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7562, loss_cls: 1.8755, loss: 1.8755 2020-06-18 12:17:49,329 - mmaction - INFO - Epoch [31][900/1879] lr: 1.000e-02, eta: 1 day, 13:54:50, time: 0.668, data_time: 0.340, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.7467, loss: 1.7467 2020-06-18 12:18:07,026 - mmaction - INFO - Epoch [31][920/1879] lr: 1.000e-02, eta: 1 day, 13:54:20, time: 0.886, data_time: 0.049, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0917, loss: 2.0917 2020-06-18 12:18:26,654 - mmaction - INFO - Epoch [31][940/1879] lr: 1.000e-02, eta: 1 day, 13:53:55, time: 0.981, data_time: 0.059, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7688, loss_cls: 1.8824, loss: 1.8824 2020-06-18 12:18:47,464 - mmaction - INFO - Epoch [31][960/1879] lr: 1.000e-02, eta: 1 day, 13:53:34, time: 1.040, data_time: 0.311, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8438, loss_cls: 1.8077, loss: 1.8077 2020-06-18 12:19:06,558 - mmaction - INFO - Epoch [31][980/1879] lr: 1.000e-02, eta: 1 day, 13:53:08, time: 0.954, data_time: 0.091, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8142, loss: 1.8142 2020-06-18 12:19:28,328 - mmaction - INFO - Epoch [31][1000/1879] lr: 1.000e-02, eta: 1 day, 13:52:49, time: 1.088, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8990, loss: 1.8990 2020-06-18 12:19:44,874 - mmaction - INFO - Epoch [31][1020/1879] lr: 1.000e-02, eta: 1 day, 13:52:16, time: 0.828, data_time: 0.045, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7156, loss: 1.7156 2020-06-18 12:19:58,359 - mmaction - INFO - Epoch [31][1040/1879] lr: 1.000e-02, eta: 1 day, 13:51:33, time: 0.673, data_time: 0.003, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8116, loss: 1.8116 2020-06-18 12:20:15,449 - mmaction - INFO - Epoch [31][1060/1879] lr: 1.000e-02, eta: 1 day, 13:51:01, time: 0.856, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.6555, loss: 1.6555 2020-06-18 12:20:33,497 - mmaction - INFO - Epoch [31][1080/1879] lr: 1.000e-02, eta: 1 day, 13:50:32, time: 0.903, data_time: 0.157, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.6028, loss: 1.6028 2020-06-18 12:20:50,810 - mmaction - INFO - Epoch [31][1100/1879] lr: 1.000e-02, eta: 1 day, 13:50:00, time: 0.865, data_time: 0.115, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3527, loss: 1.3527 2020-06-18 12:21:13,183 - mmaction - INFO - Epoch [31][1120/1879] lr: 1.000e-02, eta: 1 day, 13:49:44, time: 1.119, data_time: 0.165, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8313, loss_cls: 1.6326, loss: 1.6326 2020-06-18 12:21:31,242 - mmaction - INFO - Epoch [31][1140/1879] lr: 1.000e-02, eta: 1 day, 13:49:15, time: 0.902, data_time: 0.049, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.0300, loss: 2.0300 2020-06-18 12:21:49,309 - mmaction - INFO - Epoch [31][1160/1879] lr: 1.000e-02, eta: 1 day, 13:48:45, time: 0.903, data_time: 0.225, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7830, loss: 1.7830 2020-06-18 12:22:09,025 - mmaction - INFO - Epoch [31][1180/1879] lr: 1.000e-02, eta: 1 day, 13:48:21, time: 0.987, data_time: 0.112, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.7529, loss: 1.7529 2020-06-18 12:22:22,566 - mmaction - INFO - Epoch [31][1200/1879] lr: 1.000e-02, eta: 1 day, 13:47:39, time: 0.677, data_time: 0.235, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.8712, loss: 1.8712 2020-06-18 12:22:39,525 - mmaction - INFO - Epoch [31][1220/1879] lr: 1.000e-02, eta: 1 day, 13:47:06, time: 0.847, data_time: 0.147, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8509, loss: 1.8509 2020-06-18 12:22:55,721 - mmaction - INFO - Epoch [31][1240/1879] lr: 1.000e-02, eta: 1 day, 13:46:32, time: 0.808, data_time: 0.021, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7250, loss: 1.7250 2020-06-18 12:23:11,645 - mmaction - INFO - Epoch [31][1260/1879] lr: 1.000e-02, eta: 1 day, 13:45:56, time: 0.798, data_time: 0.003, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1883, loss: 2.1883 2020-06-18 12:23:25,764 - mmaction - INFO - Epoch [31][1280/1879] lr: 1.000e-02, eta: 1 day, 13:45:16, time: 0.705, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1954, loss: 2.1954 2020-06-18 12:23:46,005 - mmaction - INFO - Epoch [31][1300/1879] lr: 1.000e-02, eta: 1 day, 13:44:53, time: 1.013, data_time: 0.278, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9760, loss: 1.9760 2020-06-18 12:24:00,599 - mmaction - INFO - Epoch [31][1320/1879] lr: 1.000e-02, eta: 1 day, 13:44:14, time: 0.728, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8876, loss: 1.8876 2020-06-18 12:24:15,603 - mmaction - INFO - Epoch [31][1340/1879] lr: 1.000e-02, eta: 1 day, 13:43:36, time: 0.752, data_time: 0.242, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0384, loss: 2.0384 2020-06-18 12:24:32,202 - mmaction - INFO - Epoch [31][1360/1879] lr: 1.000e-02, eta: 1 day, 13:43:02, time: 0.830, data_time: 0.101, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0488, loss: 2.0488 2020-06-18 12:24:52,592 - mmaction - INFO - Epoch [31][1380/1879] lr: 1.000e-02, eta: 1 day, 13:42:40, time: 1.020, data_time: 0.024, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.8561, loss: 1.8561 2020-06-18 12:25:10,493 - mmaction - INFO - Epoch [31][1400/1879] lr: 1.000e-02, eta: 1 day, 13:42:11, time: 0.895, data_time: 0.012, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.7462, loss: 1.7462 2020-06-18 12:25:24,328 - mmaction - INFO - Epoch [31][1420/1879] lr: 1.000e-02, eta: 1 day, 13:41:29, time: 0.692, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.6251, loss: 1.6251 2020-06-18 12:25:39,411 - mmaction - INFO - Epoch [31][1440/1879] lr: 1.000e-02, eta: 1 day, 13:40:52, time: 0.753, data_time: 0.022, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8313, loss_cls: 1.6698, loss: 1.6698 2020-06-18 12:25:56,232 - mmaction - INFO - Epoch [31][1460/1879] lr: 1.000e-02, eta: 1 day, 13:40:19, time: 0.842, data_time: 0.222, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0866, loss: 2.0866 2020-06-18 12:26:12,929 - mmaction - INFO - Epoch [31][1480/1879] lr: 1.000e-02, eta: 1 day, 13:39:46, time: 0.835, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9226, loss: 1.9226 2020-06-18 12:26:31,863 - mmaction - INFO - Epoch [31][1500/1879] lr: 1.000e-02, eta: 1 day, 13:39:20, time: 0.947, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8715, loss: 1.8715 2020-06-18 12:26:52,522 - mmaction - INFO - Epoch [31][1520/1879] lr: 1.000e-02, eta: 1 day, 13:38:58, time: 1.031, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7492, loss: 1.7492 2020-06-18 12:27:07,900 - mmaction - INFO - Epoch [31][1540/1879] lr: 1.000e-02, eta: 1 day, 13:38:21, time: 0.768, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9538, loss: 1.9538 2020-06-18 12:27:26,410 - mmaction - INFO - Epoch [31][1560/1879] lr: 1.000e-02, eta: 1 day, 13:37:54, time: 0.926, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8856, loss: 1.8856 2020-06-18 12:27:42,132 - mmaction - INFO - Epoch [31][1580/1879] lr: 1.000e-02, eta: 1 day, 13:37:18, time: 0.787, data_time: 0.007, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1101, loss: 2.1101 2020-06-18 12:27:59,565 - mmaction - INFO - Epoch [31][1600/1879] lr: 1.000e-02, eta: 1 day, 13:36:47, time: 0.871, data_time: 0.185, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0286, loss: 2.0286 2020-06-18 12:28:14,728 - mmaction - INFO - Epoch [31][1620/1879] lr: 1.000e-02, eta: 1 day, 13:36:10, time: 0.756, data_time: 0.019, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7357, loss: 1.7357 2020-06-18 12:28:29,361 - mmaction - INFO - Epoch [31][1640/1879] lr: 1.000e-02, eta: 1 day, 13:35:31, time: 0.734, data_time: 0.003, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9931, loss: 1.9931 2020-06-18 12:28:46,217 - mmaction - INFO - Epoch [31][1660/1879] lr: 1.000e-02, eta: 1 day, 13:34:59, time: 0.843, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8906, loss: 1.8906 2020-06-18 12:29:05,013 - mmaction - INFO - Epoch [31][1680/1879] lr: 1.000e-02, eta: 1 day, 13:34:32, time: 0.940, data_time: 0.132, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7500, loss_cls: 1.8395, loss: 1.8395 2020-06-18 12:29:22,541 - mmaction - INFO - Epoch [31][1700/1879] lr: 1.000e-02, eta: 1 day, 13:34:02, time: 0.876, data_time: 0.039, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.8886, loss: 1.8886 2020-06-18 12:29:42,629 - mmaction - INFO - Epoch [31][1720/1879] lr: 1.000e-02, eta: 1 day, 13:33:39, time: 1.005, data_time: 0.016, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.6050, loss: 1.6050 2020-06-18 12:30:02,719 - mmaction - INFO - Epoch [31][1740/1879] lr: 1.000e-02, eta: 1 day, 13:33:16, time: 1.002, data_time: 0.116, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7048, loss: 1.7048 2020-06-18 12:30:20,238 - mmaction - INFO - Epoch [31][1760/1879] lr: 1.000e-02, eta: 1 day, 13:32:45, time: 0.878, data_time: 0.146, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.8121, loss: 1.8121 2020-06-18 12:30:40,200 - mmaction - INFO - Epoch [31][1780/1879] lr: 1.000e-02, eta: 1 day, 13:32:22, time: 0.999, data_time: 0.057, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9016, loss: 1.9016 2020-06-18 12:30:59,576 - mmaction - INFO - Epoch [31][1800/1879] lr: 1.000e-02, eta: 1 day, 13:31:57, time: 0.969, data_time: 0.187, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7750, loss_cls: 2.1554, loss: 2.1554 2020-06-18 12:31:19,923 - mmaction - INFO - Epoch [31][1820/1879] lr: 1.000e-02, eta: 1 day, 13:31:35, time: 1.017, data_time: 0.055, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8525, loss: 1.8525 2020-06-18 12:31:34,567 - mmaction - INFO - Epoch [31][1840/1879] lr: 1.000e-02, eta: 1 day, 13:30:56, time: 0.730, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.8184, loss: 1.8184 2020-06-18 12:31:49,029 - mmaction - INFO - Epoch [31][1860/1879] lr: 1.000e-02, eta: 1 day, 13:30:17, time: 0.724, data_time: 0.003, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.7874, loss: 1.7874 2020-06-18 12:32:08,708 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-06-18 12:34:57,459 - mmaction - INFO - Epoch [32][20/1879] lr: 1.000e-02, eta: 1 day, 13:35:43, time: 8.409, data_time: 6.641, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 2.0165, loss: 2.0165 2020-06-18 12:35:25,466 - mmaction - INFO - Epoch [32][40/1879] lr: 1.000e-02, eta: 1 day, 13:35:43, time: 1.401, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.8426, loss: 1.8426 2020-06-18 12:35:47,609 - mmaction - INFO - Epoch [32][60/1879] lr: 1.000e-02, eta: 1 day, 13:35:25, time: 1.106, data_time: 0.339, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9573, loss: 1.9573 2020-06-18 12:36:14,411 - mmaction - INFO - Epoch [32][80/1879] lr: 1.000e-02, eta: 1 day, 13:35:21, time: 1.341, data_time: 0.089, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8263, loss: 1.8263 2020-06-18 12:36:32,436 - mmaction - INFO - Epoch [32][100/1879] lr: 1.000e-02, eta: 1 day, 13:34:52, time: 0.899, data_time: 0.043, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.5728, loss: 1.5728 2020-06-18 12:36:54,543 - mmaction - INFO - Epoch [32][120/1879] lr: 1.000e-02, eta: 1 day, 13:34:35, time: 1.107, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8375, loss_cls: 1.7993, loss: 1.7993 2020-06-18 12:37:14,924 - mmaction - INFO - Epoch [32][140/1879] lr: 1.000e-02, eta: 1 day, 13:34:13, time: 1.018, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9387, loss: 1.9387 2020-06-18 12:37:36,529 - mmaction - INFO - Epoch [32][160/1879] lr: 1.000e-02, eta: 1 day, 13:33:54, time: 1.079, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7131, loss: 1.7131 2020-06-18 12:37:54,896 - mmaction - INFO - Epoch [32][180/1879] lr: 1.000e-02, eta: 1 day, 13:33:26, time: 0.920, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.7348, loss: 1.7348 2020-06-18 12:38:13,981 - mmaction - INFO - Epoch [32][200/1879] lr: 1.000e-02, eta: 1 day, 13:33:00, time: 0.954, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7750, loss_cls: 1.7000, loss: 1.7000 2020-06-18 12:38:28,334 - mmaction - INFO - Epoch [32][220/1879] lr: 1.000e-02, eta: 1 day, 13:32:20, time: 0.716, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.8976, loss: 1.8976 2020-06-18 12:38:38,373 - mmaction - INFO - Epoch [32][240/1879] lr: 1.000e-02, eta: 1 day, 13:31:28, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9817, loss: 1.9817 2020-06-18 12:38:48,118 - mmaction - INFO - Epoch [32][260/1879] lr: 1.000e-02, eta: 1 day, 13:30:36, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7562, loss_cls: 1.7429, loss: 1.7429 2020-06-18 12:39:07,195 - mmaction - INFO - Epoch [32][280/1879] lr: 1.000e-02, eta: 1 day, 13:30:10, time: 0.955, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6631, loss: 1.6631 2020-06-18 12:39:23,924 - mmaction - INFO - Epoch [32][300/1879] lr: 1.000e-02, eta: 1 day, 13:29:37, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8097, loss: 1.8097 2020-06-18 12:39:41,309 - mmaction - INFO - Epoch [32][320/1879] lr: 1.000e-02, eta: 1 day, 13:29:06, time: 0.869, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0240, loss: 2.0240 2020-06-18 12:39:59,881 - mmaction - INFO - Epoch [32][340/1879] lr: 1.000e-02, eta: 1 day, 13:28:39, time: 0.927, data_time: 0.034, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4808, loss: 1.4808 2020-06-18 12:40:16,890 - mmaction - INFO - Epoch [32][360/1879] lr: 1.000e-02, eta: 1 day, 13:28:07, time: 0.850, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9904, loss: 1.9904 2020-06-18 12:40:38,268 - mmaction - INFO - Epoch [32][380/1879] lr: 1.000e-02, eta: 1 day, 13:27:48, time: 1.070, data_time: 0.125, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 2.0621, loss: 2.0621 2020-06-18 12:40:54,036 - mmaction - INFO - Epoch [32][400/1879] lr: 1.000e-02, eta: 1 day, 13:27:12, time: 0.788, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6217, loss: 1.6217 2020-06-18 12:41:14,136 - mmaction - INFO - Epoch [32][420/1879] lr: 1.000e-02, eta: 1 day, 13:26:49, time: 1.004, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.1651, loss: 2.1651 2020-06-18 12:41:33,551 - mmaction - INFO - Epoch [32][440/1879] lr: 1.000e-02, eta: 1 day, 13:26:24, time: 0.972, data_time: 0.245, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8374, loss: 1.8374 2020-06-18 12:41:55,667 - mmaction - INFO - Epoch [32][460/1879] lr: 1.000e-02, eta: 1 day, 13:26:07, time: 1.106, data_time: 0.329, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.5846, loss: 1.5846 2020-06-18 12:42:10,624 - mmaction - INFO - Epoch [32][480/1879] lr: 1.000e-02, eta: 1 day, 13:25:29, time: 0.748, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9819, loss: 1.9819 2020-06-18 12:42:24,290 - mmaction - INFO - Epoch [32][500/1879] lr: 1.000e-02, eta: 1 day, 13:24:48, time: 0.683, data_time: 0.042, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7748, loss: 1.7748 2020-06-18 12:42:46,258 - mmaction - INFO - Epoch [32][520/1879] lr: 1.000e-02, eta: 1 day, 13:24:30, time: 1.098, data_time: 0.251, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8244, loss: 1.8244 2020-06-18 12:43:02,620 - mmaction - INFO - Epoch [32][540/1879] lr: 1.000e-02, eta: 1 day, 13:23:57, time: 0.818, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8283, loss: 1.8283 2020-06-18 12:43:25,032 - mmaction - INFO - Epoch [32][560/1879] lr: 1.000e-02, eta: 1 day, 13:23:40, time: 1.118, data_time: 0.134, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7526, loss: 1.7526 2020-06-18 12:43:52,990 - mmaction - INFO - Epoch [32][580/1879] lr: 1.000e-02, eta: 1 day, 13:23:40, time: 1.400, data_time: 0.325, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6764, loss: 1.6764 2020-06-18 12:44:08,963 - mmaction - INFO - Epoch [32][600/1879] lr: 1.000e-02, eta: 1 day, 13:23:05, time: 0.798, data_time: 0.000, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9260, loss: 1.9260 2020-06-18 12:44:27,191 - mmaction - INFO - Epoch [32][620/1879] lr: 1.000e-02, eta: 1 day, 13:22:37, time: 0.911, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8375, loss_cls: 1.6934, loss: 1.6934 2020-06-18 12:44:46,406 - mmaction - INFO - Epoch [32][640/1879] lr: 1.000e-02, eta: 1 day, 13:22:11, time: 0.961, data_time: 0.030, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 1.8839, loss: 1.8839 2020-06-18 12:45:13,124 - mmaction - INFO - Epoch [32][660/1879] lr: 1.000e-02, eta: 1 day, 13:22:07, time: 1.334, data_time: 0.029, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8801, loss: 1.8801 2020-06-18 12:45:34,746 - mmaction - INFO - Epoch [32][680/1879] lr: 1.000e-02, eta: 1 day, 13:21:48, time: 1.082, data_time: 0.286, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 2.0802, loss: 2.0802 2020-06-18 12:45:56,723 - mmaction - INFO - Epoch [32][700/1879] lr: 1.000e-02, eta: 1 day, 13:21:30, time: 1.100, data_time: 0.102, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.8814, loss: 1.8814 2020-06-18 12:46:21,495 - mmaction - INFO - Epoch [32][720/1879] lr: 1.000e-02, eta: 1 day, 13:21:21, time: 1.239, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.8161, loss: 1.8161 2020-06-18 12:46:45,581 - mmaction - INFO - Epoch [32][740/1879] lr: 1.000e-02, eta: 1 day, 13:21:09, time: 1.203, data_time: 0.458, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.9790, loss: 1.9790 2020-06-18 12:47:12,257 - mmaction - INFO - Epoch [32][760/1879] lr: 1.000e-02, eta: 1 day, 13:21:04, time: 1.335, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9140, loss: 1.9140 2020-06-18 12:47:36,349 - mmaction - INFO - Epoch [32][780/1879] lr: 1.000e-02, eta: 1 day, 13:20:52, time: 1.204, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6837, loss: 1.6837 2020-06-18 12:47:58,061 - mmaction - INFO - Epoch [32][800/1879] lr: 1.000e-02, eta: 1 day, 13:20:34, time: 1.086, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7250, loss_cls: 1.9849, loss: 1.9849 2020-06-18 12:48:26,802 - mmaction - INFO - Epoch [32][820/1879] lr: 1.000e-02, eta: 1 day, 13:20:35, time: 1.437, data_time: 0.028, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.3048, loss: 2.3048 2020-06-18 12:48:47,692 - mmaction - INFO - Epoch [32][840/1879] lr: 1.000e-02, eta: 1 day, 13:20:14, time: 1.044, data_time: 0.280, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8586, loss: 1.8586 2020-06-18 12:49:11,723 - mmaction - INFO - Epoch [32][860/1879] lr: 1.000e-02, eta: 1 day, 13:20:02, time: 1.202, data_time: 0.190, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.8990, loss: 1.8990 2020-06-18 12:49:28,460 - mmaction - INFO - Epoch [32][880/1879] lr: 1.000e-02, eta: 1 day, 13:19:30, time: 0.835, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.6915, loss: 1.6915 2020-06-18 12:50:00,016 - mmaction - INFO - Epoch [32][900/1879] lr: 1.000e-02, eta: 1 day, 13:19:39, time: 1.580, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9332, loss: 1.9332 2020-06-18 12:50:17,636 - mmaction - INFO - Epoch [32][920/1879] lr: 1.000e-02, eta: 1 day, 13:19:09, time: 0.881, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1106, loss: 2.1106 2020-06-18 12:50:35,854 - mmaction - INFO - Epoch [32][940/1879] lr: 1.000e-02, eta: 1 day, 13:18:41, time: 0.911, data_time: 0.029, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.1256, loss: 2.1256 2020-06-18 12:51:02,164 - mmaction - INFO - Epoch [32][960/1879] lr: 1.000e-02, eta: 1 day, 13:18:35, time: 1.315, data_time: 0.143, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7387, loss: 1.7387 2020-06-18 12:51:28,386 - mmaction - INFO - Epoch [32][980/1879] lr: 1.000e-02, eta: 1 day, 13:18:29, time: 1.312, data_time: 0.161, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8149, loss: 1.8149 2020-06-18 12:51:54,783 - mmaction - INFO - Epoch [32][1000/1879] lr: 1.000e-02, eta: 1 day, 13:18:23, time: 1.319, data_time: 0.179, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2404, loss: 2.2404 2020-06-18 12:52:20,200 - mmaction - INFO - Epoch [32][1020/1879] lr: 1.000e-02, eta: 1 day, 13:18:15, time: 1.272, data_time: 0.016, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.9666, loss: 1.9666 2020-06-18 12:52:39,742 - mmaction - INFO - Epoch [32][1040/1879] lr: 1.000e-02, eta: 1 day, 13:17:51, time: 0.977, data_time: 0.202, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8438, loss_cls: 1.7263, loss: 1.7263 2020-06-18 12:53:03,119 - mmaction - INFO - Epoch [32][1060/1879] lr: 1.000e-02, eta: 1 day, 13:17:37, time: 1.168, data_time: 0.106, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7625, loss_cls: 1.8618, loss: 1.8618 2020-06-18 12:53:28,793 - mmaction - INFO - Epoch [32][1080/1879] lr: 1.000e-02, eta: 1 day, 13:17:29, time: 1.285, data_time: 0.003, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9074, loss: 1.9074 2020-06-18 12:53:49,046 - mmaction - INFO - Epoch [32][1100/1879] lr: 1.000e-02, eta: 1 day, 13:17:07, time: 1.013, data_time: 0.004, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.8201, loss: 1.8201 2020-06-18 12:54:11,314 - mmaction - INFO - Epoch [32][1120/1879] lr: 1.000e-02, eta: 1 day, 13:16:50, time: 1.113, data_time: 0.193, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9548, loss: 1.9548 2020-06-18 12:54:33,373 - mmaction - INFO - Epoch [32][1140/1879] lr: 1.000e-02, eta: 1 day, 13:16:32, time: 1.103, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6134, loss: 1.6134 2020-06-18 12:54:55,703 - mmaction - INFO - Epoch [32][1160/1879] lr: 1.000e-02, eta: 1 day, 13:16:15, time: 1.117, data_time: 0.151, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9497, loss: 1.9497 2020-06-18 12:55:16,935 - mmaction - INFO - Epoch [32][1180/1879] lr: 1.000e-02, eta: 1 day, 13:15:55, time: 1.062, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9168, loss: 1.9168 2020-06-18 12:55:36,419 - mmaction - INFO - Epoch [32][1200/1879] lr: 1.000e-02, eta: 1 day, 13:15:30, time: 0.974, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8964, loss: 1.8964 2020-06-18 12:55:57,894 - mmaction - INFO - Epoch [32][1220/1879] lr: 1.000e-02, eta: 1 day, 13:15:11, time: 1.073, data_time: 0.001, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2293, loss: 2.2293 2020-06-18 12:56:23,921 - mmaction - INFO - Epoch [32][1240/1879] lr: 1.000e-02, eta: 1 day, 13:15:04, time: 1.302, data_time: 0.384, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.8217, loss: 1.8217 2020-06-18 12:56:44,434 - mmaction - INFO - Epoch [32][1260/1879] lr: 1.000e-02, eta: 1 day, 13:14:43, time: 1.026, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8313, loss_cls: 1.8440, loss: 1.8440 2020-06-18 12:57:06,297 - mmaction - INFO - Epoch [32][1280/1879] lr: 1.000e-02, eta: 1 day, 13:14:24, time: 1.093, data_time: 0.046, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0594, loss: 2.0594 2020-06-18 12:57:33,220 - mmaction - INFO - Epoch [32][1300/1879] lr: 1.000e-02, eta: 1 day, 13:14:20, time: 1.346, data_time: 0.126, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7341, loss: 1.7341 2020-06-18 12:57:54,368 - mmaction - INFO - Epoch [32][1320/1879] lr: 1.000e-02, eta: 1 day, 13:14:00, time: 1.057, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.7896, loss: 1.7896 2020-06-18 12:58:17,270 - mmaction - INFO - Epoch [32][1340/1879] lr: 1.000e-02, eta: 1 day, 13:13:45, time: 1.146, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9373, loss: 1.9373 2020-06-18 12:58:43,079 - mmaction - INFO - Epoch [32][1360/1879] lr: 1.000e-02, eta: 1 day, 13:13:37, time: 1.291, data_time: 0.086, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6368, loss: 1.6368 2020-06-18 12:59:05,554 - mmaction - INFO - Epoch [32][1380/1879] lr: 1.000e-02, eta: 1 day, 13:13:21, time: 1.123, data_time: 0.241, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5261, loss: 1.5261 2020-06-18 12:59:34,523 - mmaction - INFO - Epoch [32][1400/1879] lr: 1.000e-02, eta: 1 day, 13:13:22, time: 1.449, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.7058, loss: 1.7058 2020-06-18 12:59:56,672 - mmaction - INFO - Epoch [32][1420/1879] lr: 1.000e-02, eta: 1 day, 13:13:05, time: 1.108, data_time: 0.321, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9461, loss: 1.9461 2020-06-18 13:00:20,570 - mmaction - INFO - Epoch [32][1440/1879] lr: 1.000e-02, eta: 1 day, 13:12:52, time: 1.187, data_time: 0.415, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2082, loss: 2.2082 2020-06-18 13:00:47,113 - mmaction - INFO - Epoch [32][1460/1879] lr: 1.000e-02, eta: 1 day, 13:12:47, time: 1.335, data_time: 0.216, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7115, loss: 1.7115 2020-06-18 13:01:15,017 - mmaction - INFO - Epoch [32][1480/1879] lr: 1.000e-02, eta: 1 day, 13:12:45, time: 1.395, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9822, loss: 1.9822 2020-06-18 13:01:37,372 - mmaction - INFO - Epoch [32][1500/1879] lr: 1.000e-02, eta: 1 day, 13:12:28, time: 1.118, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.9234, loss: 1.9234 2020-06-18 13:01:59,130 - mmaction - INFO - Epoch [32][1520/1879] lr: 1.000e-02, eta: 1 day, 13:12:10, time: 1.087, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.8222, loss: 1.8222 2020-06-18 13:02:24,474 - mmaction - INFO - Epoch [32][1540/1879] lr: 1.000e-02, eta: 1 day, 13:12:01, time: 1.267, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5486, loss: 1.5486 2020-06-18 13:02:50,715 - mmaction - INFO - Epoch [32][1560/1879] lr: 1.000e-02, eta: 1 day, 13:11:55, time: 1.312, data_time: 0.013, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 1.9521, loss: 1.9521 2020-06-18 13:03:08,944 - mmaction - INFO - Epoch [32][1580/1879] lr: 1.000e-02, eta: 1 day, 13:11:26, time: 0.911, data_time: 0.028, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7461, loss: 1.7461 2020-06-18 13:03:30,566 - mmaction - INFO - Epoch [32][1600/1879] lr: 1.000e-02, eta: 1 day, 13:11:08, time: 1.083, data_time: 0.160, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9403, loss: 1.9403 2020-06-18 13:03:56,494 - mmaction - INFO - Epoch [32][1620/1879] lr: 1.000e-02, eta: 1 day, 13:11:00, time: 1.296, data_time: 0.318, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9931, loss: 1.9931 2020-06-18 13:04:24,191 - mmaction - INFO - Epoch [32][1640/1879] lr: 1.000e-02, eta: 1 day, 13:10:58, time: 1.385, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6840, loss: 1.6840 2020-06-18 13:04:49,308 - mmaction - INFO - Epoch [32][1660/1879] lr: 1.000e-02, eta: 1 day, 13:10:49, time: 1.256, data_time: 0.014, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8438, loss_cls: 1.7016, loss: 1.7016 2020-06-18 13:05:07,746 - mmaction - INFO - Epoch [32][1680/1879] lr: 1.000e-02, eta: 1 day, 13:10:21, time: 0.921, data_time: 0.328, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9976, loss: 1.9976 2020-06-18 13:05:33,969 - mmaction - INFO - Epoch [32][1700/1879] lr: 1.000e-02, eta: 1 day, 13:10:14, time: 1.310, data_time: 0.129, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 1.9945, loss: 1.9945 2020-06-18 13:05:47,129 - mmaction - INFO - Epoch [32][1720/1879] lr: 1.000e-02, eta: 1 day, 13:09:32, time: 0.658, data_time: 0.010, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1730, loss: 2.1730 2020-06-18 13:06:05,244 - mmaction - INFO - Epoch [32][1740/1879] lr: 1.000e-02, eta: 1 day, 13:09:04, time: 0.907, data_time: 0.070, memory: 5168, top1_acc: 0.4938, top5_acc: 0.8187, loss_cls: 1.8507, loss: 1.8507 2020-06-18 13:06:17,388 - mmaction - INFO - Epoch [32][1760/1879] lr: 1.000e-02, eta: 1 day, 13:08:19, time: 0.607, data_time: 0.125, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9437, loss: 1.9437 2020-06-18 13:06:27,584 - mmaction - INFO - Epoch [32][1780/1879] lr: 1.000e-02, eta: 1 day, 13:07:29, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.8063, loss_cls: 2.0378, loss: 2.0378 2020-06-18 13:06:38,460 - mmaction - INFO - Epoch [32][1800/1879] lr: 1.000e-02, eta: 1 day, 13:06:41, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9207, loss: 1.9207 2020-06-18 13:06:54,480 - mmaction - INFO - Epoch [32][1820/1879] lr: 1.000e-02, eta: 1 day, 13:06:06, time: 0.801, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 1.9878, loss: 1.9878 2020-06-18 13:07:13,432 - mmaction - INFO - Epoch [32][1840/1879] lr: 1.000e-02, eta: 1 day, 13:05:40, time: 0.949, data_time: 0.056, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9029, loss: 1.9029 2020-06-18 13:07:35,086 - mmaction - INFO - Epoch [32][1860/1879] lr: 1.000e-02, eta: 1 day, 13:05:21, time: 1.083, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7319, loss: 1.7319 2020-06-18 13:08:04,682 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-06-18 13:11:04,915 - mmaction - INFO - Epoch [33][20/1879] lr: 1.000e-02, eta: 1 day, 13:10:58, time: 8.977, data_time: 6.585, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7686, loss: 1.7686 2020-06-18 13:11:46,067 - mmaction - INFO - Epoch [33][40/1879] lr: 1.000e-02, eta: 1 day, 13:11:32, time: 2.057, data_time: 0.006, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8063, loss_cls: 1.5487, loss: 1.5487 2020-06-18 13:12:17,569 - mmaction - INFO - Epoch [33][60/1879] lr: 1.000e-02, eta: 1 day, 13:11:40, time: 1.576, data_time: 0.081, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5968, loss: 1.5968 2020-06-18 13:12:54,785 - mmaction - INFO - Epoch [33][80/1879] lr: 1.000e-02, eta: 1 day, 13:12:03, time: 1.861, data_time: 0.513, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.8739, loss: 1.8739 2020-06-18 13:13:12,161 - mmaction - INFO - Epoch [33][100/1879] lr: 1.000e-02, eta: 1 day, 13:11:32, time: 0.869, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5639, loss: 1.5639 2020-06-18 13:13:32,021 - mmaction - INFO - Epoch [33][120/1879] lr: 1.000e-02, eta: 1 day, 13:11:08, time: 0.993, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7849, loss: 1.7849 2020-06-18 13:13:44,472 - mmaction - INFO - Epoch [33][140/1879] lr: 1.000e-02, eta: 1 day, 13:10:24, time: 0.621, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8191, loss: 1.8191 2020-06-18 13:14:01,304 - mmaction - INFO - Epoch [33][160/1879] lr: 1.000e-02, eta: 1 day, 13:09:52, time: 0.843, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5782, loss: 1.5782 2020-06-18 13:14:18,359 - mmaction - INFO - Epoch [33][180/1879] lr: 1.000e-02, eta: 1 day, 13:09:20, time: 0.853, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7681, loss: 1.7681 2020-06-18 13:14:38,123 - mmaction - INFO - Epoch [33][200/1879] lr: 1.000e-02, eta: 1 day, 13:08:56, time: 0.986, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 1.9900, loss: 1.9900 2020-06-18 13:14:59,273 - mmaction - INFO - Epoch [33][220/1879] lr: 1.000e-02, eta: 1 day, 13:08:35, time: 1.059, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9670, loss: 1.9670 2020-06-18 13:15:18,012 - mmaction - INFO - Epoch [33][240/1879] lr: 1.000e-02, eta: 1 day, 13:08:08, time: 0.935, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9138, loss: 1.9138 2020-06-18 13:15:36,476 - mmaction - INFO - Epoch [33][260/1879] lr: 1.000e-02, eta: 1 day, 13:07:41, time: 0.924, data_time: 0.003, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.8823, loss: 1.8823 2020-06-18 13:15:55,711 - mmaction - INFO - Epoch [33][280/1879] lr: 1.000e-02, eta: 1 day, 13:07:15, time: 0.963, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7562, loss_cls: 1.9445, loss: 1.9445 2020-06-18 13:16:24,642 - mmaction - INFO - Epoch [33][300/1879] lr: 1.000e-02, eta: 1 day, 13:07:16, time: 1.445, data_time: 0.152, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 1.8681, loss: 1.8681 2020-06-18 13:16:44,348 - mmaction - INFO - Epoch [33][320/1879] lr: 1.000e-02, eta: 1 day, 13:06:51, time: 0.985, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7752, loss: 1.7752 2020-06-18 13:17:08,176 - mmaction - INFO - Epoch [33][340/1879] lr: 1.000e-02, eta: 1 day, 13:06:38, time: 1.193, data_time: 0.039, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.6977, loss: 1.6977 2020-06-18 13:17:34,194 - mmaction - INFO - Epoch [33][360/1879] lr: 1.000e-02, eta: 1 day, 13:06:31, time: 1.300, data_time: 0.103, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5714, loss: 1.5714 2020-06-18 13:18:03,078 - mmaction - INFO - Epoch [33][380/1879] lr: 1.000e-02, eta: 1 day, 13:06:31, time: 1.445, data_time: 0.011, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7493, loss: 1.7493 2020-06-18 13:18:26,839 - mmaction - INFO - Epoch [33][400/1879] lr: 1.000e-02, eta: 1 day, 13:06:17, time: 1.188, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.8713, loss: 1.8713 2020-06-18 13:18:55,329 - mmaction - INFO - Epoch [33][420/1879] lr: 1.000e-02, eta: 1 day, 13:06:17, time: 1.425, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.5716, loss: 1.5716 2020-06-18 13:19:18,731 - mmaction - INFO - Epoch [33][440/1879] lr: 1.000e-02, eta: 1 day, 13:06:02, time: 1.170, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.7430, loss: 1.7430 2020-06-18 13:19:46,449 - mmaction - INFO - Epoch [33][460/1879] lr: 1.000e-02, eta: 1 day, 13:05:59, time: 1.386, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8850, loss: 1.8850 2020-06-18 13:20:16,635 - mmaction - INFO - Epoch [33][480/1879] lr: 1.000e-02, eta: 1 day, 13:06:03, time: 1.509, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.7127, loss: 1.7127 2020-06-18 13:20:39,686 - mmaction - INFO - Epoch [33][500/1879] lr: 1.000e-02, eta: 1 day, 13:05:48, time: 1.153, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5368, loss: 1.5368 2020-06-18 13:21:02,947 - mmaction - INFO - Epoch [33][520/1879] lr: 1.000e-02, eta: 1 day, 13:05:33, time: 1.163, data_time: 0.132, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0021, loss: 2.0021 2020-06-18 13:21:20,979 - mmaction - INFO - Epoch [33][540/1879] lr: 1.000e-02, eta: 1 day, 13:05:04, time: 0.900, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.8120, loss: 1.8120 2020-06-18 13:21:46,591 - mmaction - INFO - Epoch [33][560/1879] lr: 1.000e-02, eta: 1 day, 13:04:55, time: 1.280, data_time: 0.295, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 2.0148, loss: 2.0148 2020-06-18 13:22:11,099 - mmaction - INFO - Epoch [33][580/1879] lr: 1.000e-02, eta: 1 day, 13:04:44, time: 1.227, data_time: 0.062, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7374, loss: 1.7374 2020-06-18 13:22:34,220 - mmaction - INFO - Epoch [33][600/1879] lr: 1.000e-02, eta: 1 day, 13:04:28, time: 1.155, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 1.9995, loss: 1.9995 2020-06-18 13:23:02,267 - mmaction - INFO - Epoch [33][620/1879] lr: 1.000e-02, eta: 1 day, 13:04:26, time: 1.403, data_time: 0.053, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7925, loss: 1.7925 2020-06-18 13:23:27,699 - mmaction - INFO - Epoch [33][640/1879] lr: 1.000e-02, eta: 1 day, 13:04:17, time: 1.272, data_time: 0.360, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.8183, loss: 1.8183 2020-06-18 13:23:49,648 - mmaction - INFO - Epoch [33][660/1879] lr: 1.000e-02, eta: 1 day, 13:03:59, time: 1.097, data_time: 0.248, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0062, loss: 2.0062 2020-06-18 13:24:14,552 - mmaction - INFO - Epoch [33][680/1879] lr: 1.000e-02, eta: 1 day, 13:03:48, time: 1.244, data_time: 0.001, memory: 5168, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4425, loss: 2.4425 2020-06-18 13:24:39,808 - mmaction - INFO - Epoch [33][700/1879] lr: 1.000e-02, eta: 1 day, 13:03:38, time: 1.264, data_time: 0.088, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.7668, loss: 1.7668 2020-06-18 13:25:01,736 - mmaction - INFO - Epoch [33][720/1879] lr: 1.000e-02, eta: 1 day, 13:03:20, time: 1.096, data_time: 0.045, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1342, loss: 2.1342 2020-06-18 13:25:24,241 - mmaction - INFO - Epoch [33][740/1879] lr: 1.000e-02, eta: 1 day, 13:03:03, time: 1.124, data_time: 0.023, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9869, loss: 1.9869 2020-06-18 13:25:51,387 - mmaction - INFO - Epoch [33][760/1879] lr: 1.000e-02, eta: 1 day, 13:02:58, time: 1.359, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.5470, loss: 1.5470 2020-06-18 13:26:16,700 - mmaction - INFO - Epoch [33][780/1879] lr: 1.000e-02, eta: 1 day, 13:02:49, time: 1.266, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2635, loss: 2.2635 2020-06-18 13:27:08,021 - mmaction - INFO - Epoch [33][800/1879] lr: 1.000e-02, eta: 1 day, 13:03:48, time: 2.566, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3980, loss: 1.3980 2020-06-18 13:27:50,350 - mmaction - INFO - Epoch [33][820/1879] lr: 1.000e-02, eta: 1 day, 13:04:24, time: 2.116, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7207, loss: 1.7207 2020-06-18 13:28:30,995 - mmaction - INFO - Epoch [33][840/1879] lr: 1.000e-02, eta: 1 day, 13:04:55, time: 2.033, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0579, loss: 2.0579 2020-06-18 13:29:11,969 - mmaction - INFO - Epoch [33][860/1879] lr: 1.000e-02, eta: 1 day, 13:05:27, time: 2.049, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.5792, loss: 1.5792 2020-06-18 13:29:54,516 - mmaction - INFO - Epoch [33][880/1879] lr: 1.000e-02, eta: 1 day, 13:06:03, time: 2.128, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8581, loss: 1.8581 2020-06-18 13:30:35,535 - mmaction - INFO - Epoch [33][900/1879] lr: 1.000e-02, eta: 1 day, 13:06:35, time: 2.051, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6741, loss: 1.6741 2020-06-18 13:31:15,905 - mmaction - INFO - Epoch [33][920/1879] lr: 1.000e-02, eta: 1 day, 13:07:05, time: 2.017, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.0723, loss: 2.0723 2020-06-18 13:32:05,307 - mmaction - INFO - Epoch [33][940/1879] lr: 1.000e-02, eta: 1 day, 13:07:59, time: 2.471, data_time: 0.211, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9439, loss: 1.9439 2020-06-18 13:32:32,378 - mmaction - INFO - Epoch [33][960/1879] lr: 1.000e-02, eta: 1 day, 13:07:53, time: 1.353, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9419, loss: 1.9419 2020-06-18 13:32:52,011 - mmaction - INFO - Epoch [33][980/1879] lr: 1.000e-02, eta: 1 day, 13:07:28, time: 0.981, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8187, loss_cls: 1.8721, loss: 1.8721 2020-06-18 13:33:06,615 - mmaction - INFO - Epoch [33][1000/1879] lr: 1.000e-02, eta: 1 day, 13:06:50, time: 0.731, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0035, loss: 2.0035 2020-06-18 13:33:21,851 - mmaction - INFO - Epoch [33][1020/1879] lr: 1.000e-02, eta: 1 day, 13:06:14, time: 0.760, data_time: 0.113, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8827, loss: 1.8827 2020-06-18 13:33:38,995 - mmaction - INFO - Epoch [33][1040/1879] lr: 1.000e-02, eta: 1 day, 13:05:42, time: 0.859, data_time: 0.075, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.5452, loss: 1.5452 2020-06-18 13:33:57,480 - mmaction - INFO - Epoch [33][1060/1879] lr: 1.000e-02, eta: 1 day, 13:05:14, time: 0.924, data_time: 0.080, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0783, loss: 2.0783 2020-06-18 13:34:10,291 - mmaction - INFO - Epoch [33][1080/1879] lr: 1.000e-02, eta: 1 day, 13:04:32, time: 0.641, data_time: 0.289, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7032, loss: 1.7032 2020-06-18 13:34:25,044 - mmaction - INFO - Epoch [33][1100/1879] lr: 1.000e-02, eta: 1 day, 13:03:54, time: 0.737, data_time: 0.351, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6875, loss: 1.6875 2020-06-18 13:34:40,460 - mmaction - INFO - Epoch [33][1120/1879] lr: 1.000e-02, eta: 1 day, 13:03:18, time: 0.771, data_time: 0.277, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5959, loss: 1.5959 2020-06-18 13:34:57,762 - mmaction - INFO - Epoch [33][1140/1879] lr: 1.000e-02, eta: 1 day, 13:02:47, time: 0.865, data_time: 0.356, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0442, loss: 2.0442 2020-06-18 13:35:13,194 - mmaction - INFO - Epoch [33][1160/1879] lr: 1.000e-02, eta: 1 day, 13:02:11, time: 0.772, data_time: 0.117, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.9356, loss: 1.9356 2020-06-18 13:35:26,363 - mmaction - INFO - Epoch [33][1180/1879] lr: 1.000e-02, eta: 1 day, 13:01:29, time: 0.657, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.7798, loss: 1.7798 2020-06-18 13:35:46,397 - mmaction - INFO - Epoch [33][1200/1879] lr: 1.000e-02, eta: 1 day, 13:01:05, time: 1.003, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.8297, loss: 1.8297 2020-06-18 13:36:07,364 - mmaction - INFO - Epoch [33][1220/1879] lr: 1.000e-02, eta: 1 day, 13:00:44, time: 1.047, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.6653, loss: 1.6653 2020-06-18 13:36:27,145 - mmaction - INFO - Epoch [33][1240/1879] lr: 1.000e-02, eta: 1 day, 13:00:20, time: 0.990, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.7120, loss: 1.7120 2020-06-18 13:36:43,085 - mmaction - INFO - Epoch [33][1260/1879] lr: 1.000e-02, eta: 1 day, 12:59:45, time: 0.797, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1761, loss: 2.1761 2020-06-18 13:37:04,801 - mmaction - INFO - Epoch [33][1280/1879] lr: 1.000e-02, eta: 1 day, 12:59:26, time: 1.085, data_time: 0.286, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6972, loss: 1.6972 2020-06-18 13:37:24,519 - mmaction - INFO - Epoch [33][1300/1879] lr: 1.000e-02, eta: 1 day, 12:59:01, time: 0.986, data_time: 0.091, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.6576, loss: 1.6576 2020-06-18 13:37:45,215 - mmaction - INFO - Epoch [33][1320/1879] lr: 1.000e-02, eta: 1 day, 12:58:39, time: 1.035, data_time: 0.074, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9056, loss: 1.9056 2020-06-18 13:38:05,141 - mmaction - INFO - Epoch [33][1340/1879] lr: 1.000e-02, eta: 1 day, 12:58:15, time: 0.996, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4995, loss: 1.4995 2020-06-18 13:38:24,641 - mmaction - INFO - Epoch [33][1360/1879] lr: 1.000e-02, eta: 1 day, 12:57:50, time: 0.975, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.7815, loss: 1.7815 2020-06-18 13:38:44,397 - mmaction - INFO - Epoch [33][1380/1879] lr: 1.000e-02, eta: 1 day, 12:57:26, time: 0.987, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8553, loss: 1.8553 2020-06-18 13:39:02,271 - mmaction - INFO - Epoch [33][1400/1879] lr: 1.000e-02, eta: 1 day, 12:56:56, time: 0.894, data_time: 0.243, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.7777, loss: 1.7777 2020-06-18 13:39:29,258 - mmaction - INFO - Epoch [33][1420/1879] lr: 1.000e-02, eta: 1 day, 12:56:51, time: 1.350, data_time: 0.048, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7327, loss: 1.7327 2020-06-18 13:39:49,537 - mmaction - INFO - Epoch [33][1440/1879] lr: 1.000e-02, eta: 1 day, 12:56:28, time: 1.014, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.7561, loss: 1.7561 2020-06-18 13:40:07,544 - mmaction - INFO - Epoch [33][1460/1879] lr: 1.000e-02, eta: 1 day, 12:55:59, time: 0.899, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8231, loss: 1.8231 2020-06-18 13:40:26,118 - mmaction - INFO - Epoch [33][1480/1879] lr: 1.000e-02, eta: 1 day, 12:55:31, time: 0.930, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 1.7811, loss: 1.7811 2020-06-18 13:41:01,765 - mmaction - INFO - Epoch [33][1500/1879] lr: 1.000e-02, eta: 1 day, 12:55:48, time: 1.781, data_time: 0.018, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8767, loss: 1.8767 2020-06-18 13:41:20,336 - mmaction - INFO - Epoch [33][1520/1879] lr: 1.000e-02, eta: 1 day, 12:55:21, time: 0.930, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8348, loss: 1.8348 2020-06-18 13:41:39,267 - mmaction - INFO - Epoch [33][1540/1879] lr: 1.000e-02, eta: 1 day, 12:54:54, time: 0.947, data_time: 0.184, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9564, loss: 1.9564 2020-06-18 13:41:55,503 - mmaction - INFO - Epoch [33][1560/1879] lr: 1.000e-02, eta: 1 day, 12:54:21, time: 0.811, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.6592, loss: 1.6592 2020-06-18 13:42:12,553 - mmaction - INFO - Epoch [33][1580/1879] lr: 1.000e-02, eta: 1 day, 12:53:49, time: 0.853, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8459, loss: 1.8459 2020-06-18 13:42:31,216 - mmaction - INFO - Epoch [33][1600/1879] lr: 1.000e-02, eta: 1 day, 12:53:22, time: 0.933, data_time: 0.192, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7657, loss: 1.7657 2020-06-18 13:42:49,286 - mmaction - INFO - Epoch [33][1620/1879] lr: 1.000e-02, eta: 1 day, 12:52:53, time: 0.904, data_time: 0.125, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.1125, loss: 2.1125 2020-06-18 13:43:07,686 - mmaction - INFO - Epoch [33][1640/1879] lr: 1.000e-02, eta: 1 day, 12:52:25, time: 0.919, data_time: 0.027, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.7014, loss: 1.7014 2020-06-18 13:43:23,586 - mmaction - INFO - Epoch [33][1660/1879] lr: 1.000e-02, eta: 1 day, 12:51:51, time: 0.794, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9686, loss: 1.9686 2020-06-18 13:43:37,945 - mmaction - INFO - Epoch [33][1680/1879] lr: 1.000e-02, eta: 1 day, 12:51:12, time: 0.718, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8744, loss: 1.8744 2020-06-18 13:43:54,381 - mmaction - INFO - Epoch [33][1700/1879] lr: 1.000e-02, eta: 1 day, 12:50:39, time: 0.823, data_time: 0.030, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.7972, loss: 1.7972 2020-06-18 13:44:08,962 - mmaction - INFO - Epoch [33][1720/1879] lr: 1.000e-02, eta: 1 day, 12:50:02, time: 0.729, data_time: 0.001, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0609, loss: 2.0609 2020-06-18 13:44:24,297 - mmaction - INFO - Epoch [33][1740/1879] lr: 1.000e-02, eta: 1 day, 12:49:26, time: 0.767, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.8661, loss: 1.8661 2020-06-18 13:44:43,265 - mmaction - INFO - Epoch [33][1760/1879] lr: 1.000e-02, eta: 1 day, 12:48:59, time: 0.948, data_time: 0.161, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7904, loss: 1.7904 2020-06-18 13:45:00,671 - mmaction - INFO - Epoch [33][1780/1879] lr: 1.000e-02, eta: 1 day, 12:48:29, time: 0.870, data_time: 0.018, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7941, loss: 1.7941 2020-06-18 13:45:14,154 - mmaction - INFO - Epoch [33][1800/1879] lr: 1.000e-02, eta: 1 day, 12:47:48, time: 0.673, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.8972, loss: 1.8972 2020-06-18 13:45:29,906 - mmaction - INFO - Epoch [33][1820/1879] lr: 1.000e-02, eta: 1 day, 12:47:14, time: 0.788, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7901, loss: 1.7901 2020-06-18 13:45:45,691 - mmaction - INFO - Epoch [33][1840/1879] lr: 1.000e-02, eta: 1 day, 12:46:39, time: 0.789, data_time: 0.044, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8964, loss: 1.8964 2020-06-18 13:46:03,227 - mmaction - INFO - Epoch [33][1860/1879] lr: 1.000e-02, eta: 1 day, 12:46:09, time: 0.877, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7267, loss: 1.7267 2020-06-18 13:46:25,275 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-06-18 13:49:03,064 - mmaction - INFO - Epoch [34][20/1879] lr: 1.000e-02, eta: 1 day, 12:50:28, time: 7.868, data_time: 6.162, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 2.0519, loss: 2.0519 2020-06-18 13:49:32,722 - mmaction - INFO - Epoch [34][40/1879] lr: 1.000e-02, eta: 1 day, 12:50:29, time: 1.484, data_time: 0.440, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7253, loss: 1.7253 2020-06-18 13:50:07,876 - mmaction - INFO - Epoch [34][60/1879] lr: 1.000e-02, eta: 1 day, 12:50:44, time: 1.758, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8668, loss: 1.8668 2020-06-18 13:50:35,949 - mmaction - INFO - Epoch [34][80/1879] lr: 1.000e-02, eta: 1 day, 12:50:41, time: 1.403, data_time: 0.003, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6817, loss: 1.6817 2020-06-18 13:51:02,474 - mmaction - INFO - Epoch [34][100/1879] lr: 1.000e-02, eta: 1 day, 12:50:34, time: 1.327, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.5953, loss: 1.5953 2020-06-18 13:51:21,612 - mmaction - INFO - Epoch [34][120/1879] lr: 1.000e-02, eta: 1 day, 12:50:08, time: 0.957, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.5605, loss: 1.5605 2020-06-18 13:51:45,833 - mmaction - INFO - Epoch [34][140/1879] lr: 1.000e-02, eta: 1 day, 12:49:55, time: 1.211, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7875, loss_cls: 1.8542, loss: 1.8542 2020-06-18 13:52:00,102 - mmaction - INFO - Epoch [34][160/1879] lr: 1.000e-02, eta: 1 day, 12:49:16, time: 0.713, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7688, loss_cls: 1.8669, loss: 1.8669 2020-06-18 13:52:16,845 - mmaction - INFO - Epoch [34][180/1879] lr: 1.000e-02, eta: 1 day, 12:48:44, time: 0.835, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7389, loss: 1.7389 2020-06-18 13:52:34,728 - mmaction - INFO - Epoch [34][200/1879] lr: 1.000e-02, eta: 1 day, 12:48:15, time: 0.895, data_time: 0.003, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0293, loss: 2.0293 2020-06-18 13:52:53,198 - mmaction - INFO - Epoch [34][220/1879] lr: 1.000e-02, eta: 1 day, 12:47:47, time: 0.924, data_time: 0.015, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5070, loss: 1.5070 2020-06-18 13:53:12,046 - mmaction - INFO - Epoch [34][240/1879] lr: 1.000e-02, eta: 1 day, 12:47:20, time: 0.943, data_time: 0.052, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.7042, loss: 1.7042 2020-06-18 13:53:30,637 - mmaction - INFO - Epoch [34][260/1879] lr: 1.000e-02, eta: 1 day, 12:46:53, time: 0.929, data_time: 0.015, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8446, loss: 1.8446 2020-06-18 13:53:48,559 - mmaction - INFO - Epoch [34][280/1879] lr: 1.000e-02, eta: 1 day, 12:46:24, time: 0.896, data_time: 0.172, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.6156, loss: 1.6156 2020-06-18 13:54:05,528 - mmaction - INFO - Epoch [34][300/1879] lr: 1.000e-02, eta: 1 day, 12:45:52, time: 0.848, data_time: 0.000, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9720, loss: 1.9720 2020-06-18 13:54:19,051 - mmaction - INFO - Epoch [34][320/1879] lr: 1.000e-02, eta: 1 day, 12:45:12, time: 0.676, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9148, loss: 1.9148 2020-06-18 13:54:36,746 - mmaction - INFO - Epoch [34][340/1879] lr: 1.000e-02, eta: 1 day, 12:44:42, time: 0.884, data_time: 0.017, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8319, loss: 1.8319 2020-06-18 13:54:50,894 - mmaction - INFO - Epoch [34][360/1879] lr: 1.000e-02, eta: 1 day, 12:44:03, time: 0.709, data_time: 0.323, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7691, loss: 1.7691 2020-06-18 13:55:14,243 - mmaction - INFO - Epoch [34][380/1879] lr: 1.000e-02, eta: 1 day, 12:43:48, time: 1.166, data_time: 0.248, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.6445, loss: 1.6445 2020-06-18 13:55:32,228 - mmaction - INFO - Epoch [34][400/1879] lr: 1.000e-02, eta: 1 day, 12:43:19, time: 0.901, data_time: 0.071, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.8391, loss: 1.8391 2020-06-18 13:55:52,484 - mmaction - INFO - Epoch [34][420/1879] lr: 1.000e-02, eta: 1 day, 12:42:56, time: 1.013, data_time: 0.005, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.8786, loss: 1.8786 2020-06-18 13:56:08,916 - mmaction - INFO - Epoch [34][440/1879] lr: 1.000e-02, eta: 1 day, 12:42:23, time: 0.822, data_time: 0.224, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5752, loss: 1.5752 2020-06-18 13:56:30,024 - mmaction - INFO - Epoch [34][460/1879] lr: 1.000e-02, eta: 1 day, 12:42:02, time: 1.054, data_time: 0.117, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8304, loss: 1.8304 2020-06-18 13:56:41,844 - mmaction - INFO - Epoch [34][480/1879] lr: 1.000e-02, eta: 1 day, 12:41:17, time: 0.591, data_time: 0.046, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.8235, loss: 1.8235 2020-06-18 13:56:59,235 - mmaction - INFO - Epoch [34][500/1879] lr: 1.000e-02, eta: 1 day, 12:40:47, time: 0.871, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.7653, loss: 1.7653 2020-06-18 13:57:15,097 - mmaction - INFO - Epoch [34][520/1879] lr: 1.000e-02, eta: 1 day, 12:40:13, time: 0.792, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 2.1469, loss: 2.1469 2020-06-18 13:57:29,251 - mmaction - INFO - Epoch [34][540/1879] lr: 1.000e-02, eta: 1 day, 12:39:34, time: 0.708, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6697, loss: 1.6697 2020-06-18 13:57:41,837 - mmaction - INFO - Epoch [34][560/1879] lr: 1.000e-02, eta: 1 day, 12:38:52, time: 0.630, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7684, loss: 1.7684 2020-06-18 13:57:54,030 - mmaction - INFO - Epoch [34][580/1879] lr: 1.000e-02, eta: 1 day, 12:38:08, time: 0.611, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.7307, loss: 1.7307 2020-06-18 13:58:11,291 - mmaction - INFO - Epoch [34][600/1879] lr: 1.000e-02, eta: 1 day, 12:37:37, time: 0.863, data_time: 0.153, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7851, loss: 1.7851 2020-06-18 13:58:29,083 - mmaction - INFO - Epoch [34][620/1879] lr: 1.000e-02, eta: 1 day, 12:37:08, time: 0.889, data_time: 0.243, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7174, loss: 1.7174 2020-06-18 13:58:47,666 - mmaction - INFO - Epoch [34][640/1879] lr: 1.000e-02, eta: 1 day, 12:36:41, time: 0.930, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0955, loss: 2.0955 2020-06-18 13:59:06,863 - mmaction - INFO - Epoch [34][660/1879] lr: 1.000e-02, eta: 1 day, 12:36:15, time: 0.960, data_time: 0.068, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7812, loss_cls: 1.8567, loss: 1.8567 2020-06-18 13:59:27,357 - mmaction - INFO - Epoch [34][680/1879] lr: 1.000e-02, eta: 1 day, 12:35:53, time: 1.022, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 1.9003, loss: 1.9003 2020-06-18 13:59:44,379 - mmaction - INFO - Epoch [34][700/1879] lr: 1.000e-02, eta: 1 day, 12:35:22, time: 0.854, data_time: 0.032, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 2.0516, loss: 2.0516 2020-06-18 14:00:11,591 - mmaction - INFO - Epoch [34][720/1879] lr: 1.000e-02, eta: 1 day, 12:35:16, time: 1.358, data_time: 0.190, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9795, loss: 1.9795 2020-06-18 14:00:36,211 - mmaction - INFO - Epoch [34][740/1879] lr: 1.000e-02, eta: 1 day, 12:35:04, time: 1.234, data_time: 0.006, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.8010, loss: 1.8010 2020-06-18 14:01:00,931 - mmaction - INFO - Epoch [34][760/1879] lr: 1.000e-02, eta: 1 day, 12:34:52, time: 1.236, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8024, loss: 1.8024 2020-06-18 14:01:23,846 - mmaction - INFO - Epoch [34][780/1879] lr: 1.000e-02, eta: 1 day, 12:34:36, time: 1.146, data_time: 0.004, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6834, loss: 1.6834 2020-06-18 14:01:48,699 - mmaction - INFO - Epoch [34][800/1879] lr: 1.000e-02, eta: 1 day, 12:34:24, time: 1.243, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.7963, loss: 1.7963 2020-06-18 14:02:15,597 - mmaction - INFO - Epoch [34][820/1879] lr: 1.000e-02, eta: 1 day, 12:34:18, time: 1.345, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9612, loss: 1.9612 2020-06-18 14:02:37,023 - mmaction - INFO - Epoch [34][840/1879] lr: 1.000e-02, eta: 1 day, 12:33:58, time: 1.070, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7111, loss: 1.7111 2020-06-18 14:03:00,093 - mmaction - INFO - Epoch [34][860/1879] lr: 1.000e-02, eta: 1 day, 12:33:42, time: 1.154, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.7340, loss: 1.7340 2020-06-18 14:03:18,968 - mmaction - INFO - Epoch [34][880/1879] lr: 1.000e-02, eta: 1 day, 12:33:15, time: 0.944, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9464, loss: 1.9464 2020-06-18 14:03:41,039 - mmaction - INFO - Epoch [34][900/1879] lr: 1.000e-02, eta: 1 day, 12:32:57, time: 1.104, data_time: 0.408, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.6081, loss: 1.6081 2020-06-18 14:04:03,861 - mmaction - INFO - Epoch [34][920/1879] lr: 1.000e-02, eta: 1 day, 12:32:40, time: 1.141, data_time: 0.123, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 1.9079, loss: 1.9079 2020-06-18 14:04:26,779 - mmaction - INFO - Epoch [34][940/1879] lr: 1.000e-02, eta: 1 day, 12:32:24, time: 1.145, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8122, loss: 1.8122 2020-06-18 14:04:41,584 - mmaction - INFO - Epoch [34][960/1879] lr: 1.000e-02, eta: 1 day, 12:31:47, time: 0.742, data_time: 0.004, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7958, loss: 1.7958 2020-06-18 14:05:04,168 - mmaction - INFO - Epoch [34][980/1879] lr: 1.000e-02, eta: 1 day, 12:31:30, time: 1.128, data_time: 0.000, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.2697, loss: 2.2697 2020-06-18 14:05:17,141 - mmaction - INFO - Epoch [34][1000/1879] lr: 1.000e-02, eta: 1 day, 12:30:49, time: 0.650, data_time: 0.004, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.2147, loss: 2.2147 2020-06-18 14:05:37,537 - mmaction - INFO - Epoch [34][1020/1879] lr: 1.000e-02, eta: 1 day, 12:30:26, time: 1.020, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8839, loss: 1.8839 2020-06-18 14:05:54,172 - mmaction - INFO - Epoch [34][1040/1879] lr: 1.000e-02, eta: 1 day, 12:29:54, time: 0.832, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7291, loss: 1.7291 2020-06-18 14:06:10,185 - mmaction - INFO - Epoch [34][1060/1879] lr: 1.000e-02, eta: 1 day, 12:29:20, time: 0.801, data_time: 0.039, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7555, loss: 1.7555 2020-06-18 14:06:32,843 - mmaction - INFO - Epoch [34][1080/1879] lr: 1.000e-02, eta: 1 day, 12:29:03, time: 1.132, data_time: 0.239, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9395, loss: 1.9395 2020-06-18 14:06:51,982 - mmaction - INFO - Epoch [34][1100/1879] lr: 1.000e-02, eta: 1 day, 12:28:37, time: 0.957, data_time: 0.225, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.6786, loss: 1.6786 2020-06-18 14:07:16,052 - mmaction - INFO - Epoch [34][1120/1879] lr: 1.000e-02, eta: 1 day, 12:28:24, time: 1.204, data_time: 0.605, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.8932, loss: 1.8932 2020-06-18 14:07:40,994 - mmaction - INFO - Epoch [34][1140/1879] lr: 1.000e-02, eta: 1 day, 12:28:13, time: 1.247, data_time: 0.131, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.7668, loss: 1.7668 2020-06-18 14:08:03,019 - mmaction - INFO - Epoch [34][1160/1879] lr: 1.000e-02, eta: 1 day, 12:27:54, time: 1.101, data_time: 0.087, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9763, loss: 1.9763 2020-06-18 14:08:24,572 - mmaction - INFO - Epoch [34][1180/1879] lr: 1.000e-02, eta: 1 day, 12:27:34, time: 1.077, data_time: 0.143, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.0682, loss: 2.0682 2020-06-18 14:08:46,292 - mmaction - INFO - Epoch [34][1200/1879] lr: 1.000e-02, eta: 1 day, 12:27:15, time: 1.087, data_time: 0.126, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8764, loss: 1.8764 2020-06-18 14:09:08,199 - mmaction - INFO - Epoch [34][1220/1879] lr: 1.000e-02, eta: 1 day, 12:26:56, time: 1.095, data_time: 0.007, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8971, loss: 1.8971 2020-06-18 14:09:35,505 - mmaction - INFO - Epoch [34][1240/1879] lr: 1.000e-02, eta: 1 day, 12:26:50, time: 1.365, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8655, loss: 1.8655 2020-06-18 14:09:59,087 - mmaction - INFO - Epoch [34][1260/1879] lr: 1.000e-02, eta: 1 day, 12:26:36, time: 1.179, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5403, loss: 1.5403 2020-06-18 14:10:24,710 - mmaction - INFO - Epoch [34][1280/1879] lr: 1.000e-02, eta: 1 day, 12:26:26, time: 1.280, data_time: 0.390, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8313, loss_cls: 1.7521, loss: 1.7521 2020-06-18 14:10:47,967 - mmaction - INFO - Epoch [34][1300/1879] lr: 1.000e-02, eta: 1 day, 12:26:10, time: 1.164, data_time: 0.130, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.8810, loss: 1.8810 2020-06-18 14:11:12,525 - mmaction - INFO - Epoch [34][1320/1879] lr: 1.000e-02, eta: 1 day, 12:25:58, time: 1.228, data_time: 0.370, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6852, loss: 1.6852 2020-06-18 14:11:22,279 - mmaction - INFO - Epoch [34][1340/1879] lr: 1.000e-02, eta: 1 day, 12:25:09, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.7800, loss: 1.7800 2020-06-18 14:11:32,007 - mmaction - INFO - Epoch [34][1360/1879] lr: 1.000e-02, eta: 1 day, 12:24:20, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9593, loss: 1.9593 2020-06-18 14:11:42,920 - mmaction - INFO - Epoch [34][1380/1879] lr: 1.000e-02, eta: 1 day, 12:23:34, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8495, loss: 1.8495 2020-06-18 14:11:57,927 - mmaction - INFO - Epoch [34][1400/1879] lr: 1.000e-02, eta: 1 day, 12:22:58, time: 0.749, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.7394, loss: 1.7394 2020-06-18 14:12:15,118 - mmaction - INFO - Epoch [34][1420/1879] lr: 1.000e-02, eta: 1 day, 12:22:27, time: 0.860, data_time: 0.003, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8626, loss: 1.8626 2020-06-18 14:12:31,936 - mmaction - INFO - Epoch [34][1440/1879] lr: 1.000e-02, eta: 1 day, 12:21:56, time: 0.842, data_time: 0.048, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5171, loss: 1.5171 2020-06-18 14:12:46,277 - mmaction - INFO - Epoch [34][1460/1879] lr: 1.000e-02, eta: 1 day, 12:21:18, time: 0.716, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9453, loss: 1.9453 2020-06-18 14:13:03,511 - mmaction - INFO - Epoch [34][1480/1879] lr: 1.000e-02, eta: 1 day, 12:20:47, time: 0.862, data_time: 0.002, memory: 5168, top1_acc: 0.4938, top5_acc: 0.6813, loss_cls: 2.4020, loss: 2.4020 2020-06-18 14:13:22,612 - mmaction - INFO - Epoch [34][1500/1879] lr: 1.000e-02, eta: 1 day, 12:20:22, time: 0.955, data_time: 0.022, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.9166, loss: 1.9166 2020-06-18 14:13:35,143 - mmaction - INFO - Epoch [34][1520/1879] lr: 1.000e-02, eta: 1 day, 12:19:40, time: 0.628, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7312, loss_cls: 1.9998, loss: 1.9998 2020-06-18 14:13:51,325 - mmaction - INFO - Epoch [34][1540/1879] lr: 1.000e-02, eta: 1 day, 12:19:07, time: 0.808, data_time: 0.100, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 1.9505, loss: 1.9505 2020-06-18 14:14:09,605 - mmaction - INFO - Epoch [34][1560/1879] lr: 1.000e-02, eta: 1 day, 12:18:39, time: 0.915, data_time: 0.067, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8587, loss: 1.8587 2020-06-18 14:14:27,229 - mmaction - INFO - Epoch [34][1580/1879] lr: 1.000e-02, eta: 1 day, 12:18:09, time: 0.881, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9313, loss: 1.9313 2020-06-18 14:14:41,441 - mmaction - INFO - Epoch [34][1600/1879] lr: 1.000e-02, eta: 1 day, 12:17:32, time: 0.710, data_time: 0.105, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.7620, loss: 1.7620 2020-06-18 14:14:58,775 - mmaction - INFO - Epoch [34][1620/1879] lr: 1.000e-02, eta: 1 day, 12:17:02, time: 0.867, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231 2020-06-18 14:15:16,560 - mmaction - INFO - Epoch [34][1640/1879] lr: 1.000e-02, eta: 1 day, 12:16:33, time: 0.888, data_time: 0.001, memory: 5168, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.2403, loss: 2.2403 2020-06-18 14:15:28,430 - mmaction - INFO - Epoch [34][1660/1879] lr: 1.000e-02, eta: 1 day, 12:15:49, time: 0.593, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.8099, loss: 1.8099 2020-06-18 14:15:42,494 - mmaction - INFO - Epoch [34][1680/1879] lr: 1.000e-02, eta: 1 day, 12:15:11, time: 0.703, data_time: 0.063, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9243, loss: 1.9243 2020-06-18 14:16:02,967 - mmaction - INFO - Epoch [34][1700/1879] lr: 1.000e-02, eta: 1 day, 12:14:49, time: 1.025, data_time: 0.182, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.9083, loss: 1.9083 2020-06-18 14:16:23,285 - mmaction - INFO - Epoch [34][1720/1879] lr: 1.000e-02, eta: 1 day, 12:14:26, time: 1.016, data_time: 0.090, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 1.9393, loss: 1.9393 2020-06-18 14:16:36,823 - mmaction - INFO - Epoch [34][1740/1879] lr: 1.000e-02, eta: 1 day, 12:13:47, time: 0.677, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.7642, loss: 1.7642 2020-06-18 14:16:55,840 - mmaction - INFO - Epoch [34][1760/1879] lr: 1.000e-02, eta: 1 day, 12:13:21, time: 0.950, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.3895, loss: 1.3895 2020-06-18 14:17:09,456 - mmaction - INFO - Epoch [34][1780/1879] lr: 1.000e-02, eta: 1 day, 12:12:41, time: 0.680, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.8870, loss: 1.8870 2020-06-18 14:17:25,969 - mmaction - INFO - Epoch [34][1800/1879] lr: 1.000e-02, eta: 1 day, 12:12:09, time: 0.826, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8313, loss_cls: 1.6701, loss: 1.6701 2020-06-18 14:17:42,544 - mmaction - INFO - Epoch [34][1820/1879] lr: 1.000e-02, eta: 1 day, 12:11:38, time: 0.828, data_time: 0.325, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7649, loss: 1.7649 2020-06-18 14:18:02,331 - mmaction - INFO - Epoch [34][1840/1879] lr: 1.000e-02, eta: 1 day, 12:11:14, time: 0.990, data_time: 0.040, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.6907, loss: 1.6907 2020-06-18 14:18:16,199 - mmaction - INFO - Epoch [34][1860/1879] lr: 1.000e-02, eta: 1 day, 12:10:35, time: 0.694, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0260, loss: 2.0260 2020-06-18 14:18:36,855 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-06-18 14:21:15,836 - mmaction - INFO - Epoch [35][20/1879] lr: 1.000e-02, eta: 1 day, 12:14:40, time: 7.892, data_time: 6.324, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.7583, loss: 1.7583 2020-06-18 14:21:46,947 - mmaction - INFO - Epoch [35][40/1879] lr: 1.000e-02, eta: 1 day, 12:14:43, time: 1.556, data_time: 0.008, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8625, loss_cls: 1.5916, loss: 1.5916 2020-06-18 14:22:09,774 - mmaction - INFO - Epoch [35][60/1879] lr: 1.000e-02, eta: 1 day, 12:14:27, time: 1.142, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7235, loss: 1.7235 2020-06-18 14:22:32,127 - mmaction - INFO - Epoch [35][80/1879] lr: 1.000e-02, eta: 1 day, 12:14:09, time: 1.117, data_time: 0.034, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9181, loss: 1.9181 2020-06-18 14:22:59,867 - mmaction - INFO - Epoch [35][100/1879] lr: 1.000e-02, eta: 1 day, 12:14:04, time: 1.387, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8616, loss: 1.8616 2020-06-18 14:23:25,597 - mmaction - INFO - Epoch [35][120/1879] lr: 1.000e-02, eta: 1 day, 12:13:54, time: 1.287, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.8617, loss: 1.8617 2020-06-18 14:23:53,201 - mmaction - INFO - Epoch [35][140/1879] lr: 1.000e-02, eta: 1 day, 12:13:49, time: 1.380, data_time: 0.225, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.7328, loss: 1.7328 2020-06-18 14:24:14,654 - mmaction - INFO - Epoch [35][160/1879] lr: 1.000e-02, eta: 1 day, 12:13:29, time: 1.073, data_time: 0.076, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7672, loss: 1.7672 2020-06-18 14:24:39,361 - mmaction - INFO - Epoch [35][180/1879] lr: 1.000e-02, eta: 1 day, 12:13:17, time: 1.235, data_time: 0.141, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9472, loss: 1.9472 2020-06-18 14:24:59,605 - mmaction - INFO - Epoch [35][200/1879] lr: 1.000e-02, eta: 1 day, 12:12:54, time: 1.012, data_time: 0.035, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6606, loss: 1.6606 2020-06-18 14:25:25,780 - mmaction - INFO - Epoch [35][220/1879] lr: 1.000e-02, eta: 1 day, 12:12:45, time: 1.308, data_time: 0.301, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7546, loss: 1.7546 2020-06-18 14:25:55,154 - mmaction - INFO - Epoch [35][240/1879] lr: 1.000e-02, eta: 1 day, 12:12:44, time: 1.470, data_time: 0.024, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.8264, loss: 1.8264 2020-06-18 14:26:18,236 - mmaction - INFO - Epoch [35][260/1879] lr: 1.000e-02, eta: 1 day, 12:12:28, time: 1.153, data_time: 0.109, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4826, loss: 1.4826 2020-06-18 14:26:43,943 - mmaction - INFO - Epoch [35][280/1879] lr: 1.000e-02, eta: 1 day, 12:12:18, time: 1.286, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.8735, loss: 1.8735 2020-06-18 14:27:07,628 - mmaction - INFO - Epoch [35][300/1879] lr: 1.000e-02, eta: 1 day, 12:12:04, time: 1.184, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8424, loss: 1.8424 2020-06-18 14:27:32,328 - mmaction - INFO - Epoch [35][320/1879] lr: 1.000e-02, eta: 1 day, 12:11:51, time: 1.236, data_time: 0.150, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8226, loss: 1.8226 2020-06-18 14:27:54,177 - mmaction - INFO - Epoch [35][340/1879] lr: 1.000e-02, eta: 1 day, 12:11:32, time: 1.092, data_time: 0.222, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8882, loss: 1.8882 2020-06-18 14:28:11,351 - mmaction - INFO - Epoch [35][360/1879] lr: 1.000e-02, eta: 1 day, 12:11:02, time: 0.860, data_time: 0.013, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7472, loss: 1.7472 2020-06-18 14:28:31,090 - mmaction - INFO - Epoch [35][380/1879] lr: 1.000e-02, eta: 1 day, 12:10:37, time: 0.986, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7256, loss: 1.7256 2020-06-18 14:28:43,285 - mmaction - INFO - Epoch [35][400/1879] lr: 1.000e-02, eta: 1 day, 12:09:55, time: 0.611, data_time: 0.130, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.7602, loss: 1.7602 2020-06-18 14:28:59,157 - mmaction - INFO - Epoch [35][420/1879] lr: 1.000e-02, eta: 1 day, 12:09:21, time: 0.791, data_time: 0.029, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9561, loss: 1.9561 2020-06-18 14:29:11,943 - mmaction - INFO - Epoch [35][440/1879] lr: 1.000e-02, eta: 1 day, 12:08:40, time: 0.641, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.4766, loss: 1.4766 2020-06-18 14:29:26,684 - mmaction - INFO - Epoch [35][460/1879] lr: 1.000e-02, eta: 1 day, 12:08:04, time: 0.737, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8942, loss: 1.8942 2020-06-18 14:29:44,507 - mmaction - INFO - Epoch [35][480/1879] lr: 1.000e-02, eta: 1 day, 12:07:35, time: 0.891, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 2.0225, loss: 2.0225 2020-06-18 14:30:02,678 - mmaction - INFO - Epoch [35][500/1879] lr: 1.000e-02, eta: 1 day, 12:07:07, time: 0.909, data_time: 0.053, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.6696, loss: 1.6696 2020-06-18 14:30:27,583 - mmaction - INFO - Epoch [35][520/1879] lr: 1.000e-02, eta: 1 day, 12:06:55, time: 1.245, data_time: 0.055, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8827, loss: 1.8827 2020-06-18 14:30:46,168 - mmaction - INFO - Epoch [35][540/1879] lr: 1.000e-02, eta: 1 day, 12:06:28, time: 0.928, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.7156, loss: 1.7156 2020-06-18 14:31:07,276 - mmaction - INFO - Epoch [35][560/1879] lr: 1.000e-02, eta: 1 day, 12:06:07, time: 1.056, data_time: 0.251, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8747, loss: 1.8747 2020-06-18 14:31:24,144 - mmaction - INFO - Epoch [35][580/1879] lr: 1.000e-02, eta: 1 day, 12:05:36, time: 0.842, data_time: 0.228, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.7984, loss: 1.7984 2020-06-18 14:31:41,739 - mmaction - INFO - Epoch [35][600/1879] lr: 1.000e-02, eta: 1 day, 12:05:07, time: 0.881, data_time: 0.180, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8438, loss_cls: 1.7593, loss: 1.7593 2020-06-18 14:32:00,884 - mmaction - INFO - Epoch [35][620/1879] lr: 1.000e-02, eta: 1 day, 12:04:41, time: 0.957, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 1.9728, loss: 1.9728 2020-06-18 14:32:16,565 - mmaction - INFO - Epoch [35][640/1879] lr: 1.000e-02, eta: 1 day, 12:04:07, time: 0.783, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8007, loss: 1.8007 2020-06-18 14:32:37,997 - mmaction - INFO - Epoch [35][660/1879] lr: 1.000e-02, eta: 1 day, 12:03:47, time: 1.072, data_time: 0.100, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7250, loss_cls: 2.0860, loss: 2.0860 2020-06-18 14:32:52,152 - mmaction - INFO - Epoch [35][680/1879] lr: 1.000e-02, eta: 1 day, 12:03:10, time: 0.708, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.5642, loss: 1.5642 2020-06-18 14:33:07,978 - mmaction - INFO - Epoch [35][700/1879] lr: 1.000e-02, eta: 1 day, 12:02:36, time: 0.789, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9326, loss: 1.9326 2020-06-18 14:33:22,349 - mmaction - INFO - Epoch [35][720/1879] lr: 1.000e-02, eta: 1 day, 12:01:59, time: 0.720, data_time: 0.019, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0290, loss: 2.0290 2020-06-18 14:33:41,164 - mmaction - INFO - Epoch [35][740/1879] lr: 1.000e-02, eta: 1 day, 12:01:33, time: 0.940, data_time: 0.105, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.8082, loss: 1.8082 2020-06-18 14:33:55,542 - mmaction - INFO - Epoch [35][760/1879] lr: 1.000e-02, eta: 1 day, 12:00:56, time: 0.719, data_time: 0.014, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1340, loss: 2.1340 2020-06-18 14:34:14,730 - mmaction - INFO - Epoch [35][780/1879] lr: 1.000e-02, eta: 1 day, 12:00:30, time: 0.961, data_time: 0.210, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5422, loss: 1.5422 2020-06-18 14:34:31,225 - mmaction - INFO - Epoch [35][800/1879] lr: 1.000e-02, eta: 1 day, 11:59:58, time: 0.824, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7395, loss: 1.7395 2020-06-18 14:34:48,232 - mmaction - INFO - Epoch [35][820/1879] lr: 1.000e-02, eta: 1 day, 11:59:28, time: 0.850, data_time: 0.037, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9057, loss: 1.9057 2020-06-18 14:35:01,222 - mmaction - INFO - Epoch [35][840/1879] lr: 1.000e-02, eta: 1 day, 11:58:47, time: 0.649, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6713, loss: 1.6713 2020-06-18 14:35:13,105 - mmaction - INFO - Epoch [35][860/1879] lr: 1.000e-02, eta: 1 day, 11:58:04, time: 0.595, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.9045, loss: 1.9045 2020-06-18 14:35:32,307 - mmaction - INFO - Epoch [35][880/1879] lr: 1.000e-02, eta: 1 day, 11:57:39, time: 0.961, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.8228, loss: 1.8228 2020-06-18 14:35:49,234 - mmaction - INFO - Epoch [35][900/1879] lr: 1.000e-02, eta: 1 day, 11:57:08, time: 0.844, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7389, loss: 1.7389 2020-06-18 14:36:05,398 - mmaction - INFO - Epoch [35][920/1879] lr: 1.000e-02, eta: 1 day, 11:56:36, time: 0.810, data_time: 0.003, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.6674, loss: 1.6674 2020-06-18 14:36:24,192 - mmaction - INFO - Epoch [35][940/1879] lr: 1.000e-02, eta: 1 day, 11:56:09, time: 0.940, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0210, loss: 2.0210 2020-06-18 14:36:40,216 - mmaction - INFO - Epoch [35][960/1879] lr: 1.000e-02, eta: 1 day, 11:55:36, time: 0.800, data_time: 0.047, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8375, loss_cls: 1.6336, loss: 1.6336 2020-06-18 14:36:58,237 - mmaction - INFO - Epoch [35][980/1879] lr: 1.000e-02, eta: 1 day, 11:55:08, time: 0.902, data_time: 0.021, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9179, loss: 1.9179 2020-06-18 14:37:10,490 - mmaction - INFO - Epoch [35][1000/1879] lr: 1.000e-02, eta: 1 day, 11:54:26, time: 0.612, data_time: 0.011, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8500, loss_cls: 1.7701, loss: 1.7701 2020-06-18 14:37:25,369 - mmaction - INFO - Epoch [35][1020/1879] lr: 1.000e-02, eta: 1 day, 11:53:51, time: 0.745, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.0244, loss: 2.0244 2020-06-18 14:37:42,108 - mmaction - INFO - Epoch [35][1040/1879] lr: 1.000e-02, eta: 1 day, 11:53:20, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0298, loss: 2.0298 2020-06-18 14:38:01,931 - mmaction - INFO - Epoch [35][1060/1879] lr: 1.000e-02, eta: 1 day, 11:52:56, time: 0.991, data_time: 0.170, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.8039, loss: 1.8039 2020-06-18 14:38:23,668 - mmaction - INFO - Epoch [35][1080/1879] lr: 1.000e-02, eta: 1 day, 11:52:36, time: 1.087, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9456, loss: 1.9456 2020-06-18 14:38:37,153 - mmaction - INFO - Epoch [35][1100/1879] lr: 1.000e-02, eta: 1 day, 11:51:58, time: 0.674, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8625, loss_cls: 1.6946, loss: 1.6946 2020-06-18 14:38:55,401 - mmaction - INFO - Epoch [35][1120/1879] lr: 1.000e-02, eta: 1 day, 11:51:30, time: 0.911, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7188, loss_cls: 1.9272, loss: 1.9272 2020-06-18 14:39:13,816 - mmaction - INFO - Epoch [35][1140/1879] lr: 1.000e-02, eta: 1 day, 11:51:03, time: 0.922, data_time: 0.002, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0345, loss: 2.0345 2020-06-18 14:39:33,323 - mmaction - INFO - Epoch [35][1160/1879] lr: 1.000e-02, eta: 1 day, 11:50:38, time: 0.975, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8096, loss: 1.8096 2020-06-18 14:39:49,545 - mmaction - INFO - Epoch [35][1180/1879] lr: 1.000e-02, eta: 1 day, 11:50:06, time: 0.810, data_time: 0.170, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.8514, loss: 1.8514 2020-06-18 14:40:07,936 - mmaction - INFO - Epoch [35][1200/1879] lr: 1.000e-02, eta: 1 day, 11:49:39, time: 0.920, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.6462, loss: 1.6462 2020-06-18 14:40:24,782 - mmaction - INFO - Epoch [35][1220/1879] lr: 1.000e-02, eta: 1 day, 11:49:08, time: 0.842, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 1.8932, loss: 1.8932 2020-06-18 14:40:43,276 - mmaction - INFO - Epoch [35][1240/1879] lr: 1.000e-02, eta: 1 day, 11:48:41, time: 0.925, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9520, loss: 1.9520 2020-06-18 14:41:01,957 - mmaction - INFO - Epoch [35][1260/1879] lr: 1.000e-02, eta: 1 day, 11:48:15, time: 0.934, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8789, loss: 1.8789 2020-06-18 14:41:15,705 - mmaction - INFO - Epoch [35][1280/1879] lr: 1.000e-02, eta: 1 day, 11:47:36, time: 0.688, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7857, loss: 1.7857 2020-06-18 14:41:32,497 - mmaction - INFO - Epoch [35][1300/1879] lr: 1.000e-02, eta: 1 day, 11:47:06, time: 0.840, data_time: 0.136, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.8049, loss: 1.8049 2020-06-18 14:41:49,960 - mmaction - INFO - Epoch [35][1320/1879] lr: 1.000e-02, eta: 1 day, 11:46:36, time: 0.872, data_time: 0.022, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7325, loss: 1.7325 2020-06-18 14:42:10,996 - mmaction - INFO - Epoch [35][1340/1879] lr: 1.000e-02, eta: 1 day, 11:46:15, time: 1.053, data_time: 0.095, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9722, loss: 1.9722 2020-06-18 14:42:31,721 - mmaction - INFO - Epoch [35][1360/1879] lr: 1.000e-02, eta: 1 day, 11:45:54, time: 1.036, data_time: 0.405, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.7035, loss: 1.7035 2020-06-18 14:42:43,924 - mmaction - INFO - Epoch [35][1380/1879] lr: 1.000e-02, eta: 1 day, 11:45:12, time: 0.611, data_time: 0.058, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0074, loss: 2.0074 2020-06-18 14:42:53,975 - mmaction - INFO - Epoch [35][1400/1879] lr: 1.000e-02, eta: 1 day, 11:44:25, time: 0.501, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7935, loss: 1.7935 2020-06-18 14:43:04,631 - mmaction - INFO - Epoch [35][1420/1879] lr: 1.000e-02, eta: 1 day, 11:43:40, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.5226, loss: 1.5226 2020-06-18 14:43:22,046 - mmaction - INFO - Epoch [35][1440/1879] lr: 1.000e-02, eta: 1 day, 11:43:11, time: 0.871, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.8646, loss: 1.8646 2020-06-18 14:43:41,382 - mmaction - INFO - Epoch [35][1460/1879] lr: 1.000e-02, eta: 1 day, 11:42:46, time: 0.967, data_time: 0.160, memory: 5168, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 1.9868, loss: 1.9868 2020-06-18 14:44:01,454 - mmaction - INFO - Epoch [35][1480/1879] lr: 1.000e-02, eta: 1 day, 11:42:23, time: 1.004, data_time: 0.292, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 2.0046, loss: 2.0046 2020-06-18 14:44:18,408 - mmaction - INFO - Epoch [35][1500/1879] lr: 1.000e-02, eta: 1 day, 11:41:52, time: 0.848, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4996, loss: 1.4996 2020-06-18 14:44:30,165 - mmaction - INFO - Epoch [35][1520/1879] lr: 1.000e-02, eta: 1 day, 11:41:10, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0537, loss: 2.0537 2020-06-18 14:44:49,055 - mmaction - INFO - Epoch [35][1540/1879] lr: 1.000e-02, eta: 1 day, 11:40:44, time: 0.945, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9379, loss: 1.9379 2020-06-18 14:45:05,564 - mmaction - INFO - Epoch [35][1560/1879] lr: 1.000e-02, eta: 1 day, 11:40:12, time: 0.825, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8819, loss: 1.8819 2020-06-18 14:45:29,394 - mmaction - INFO - Epoch [35][1580/1879] lr: 1.000e-02, eta: 1 day, 11:39:58, time: 1.191, data_time: 0.003, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.7981, loss: 1.7981 2020-06-18 14:45:47,270 - mmaction - INFO - Epoch [35][1600/1879] lr: 1.000e-02, eta: 1 day, 11:39:30, time: 0.893, data_time: 0.088, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7823, loss: 1.7823 2020-06-18 14:46:05,029 - mmaction - INFO - Epoch [35][1620/1879] lr: 1.000e-02, eta: 1 day, 11:39:01, time: 0.888, data_time: 0.011, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7984, loss: 1.7984 2020-06-18 14:46:21,180 - mmaction - INFO - Epoch [35][1640/1879] lr: 1.000e-02, eta: 1 day, 11:38:29, time: 0.808, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0643, loss: 2.0643 2020-06-18 14:46:41,795 - mmaction - INFO - Epoch [35][1660/1879] lr: 1.000e-02, eta: 1 day, 11:38:07, time: 1.031, data_time: 0.409, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9371, loss: 1.9371 2020-06-18 14:47:00,667 - mmaction - INFO - Epoch [35][1680/1879] lr: 1.000e-02, eta: 1 day, 11:37:41, time: 0.943, data_time: 0.232, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.9832, loss: 1.9832 2020-06-18 14:47:17,796 - mmaction - INFO - Epoch [35][1700/1879] lr: 1.000e-02, eta: 1 day, 11:37:12, time: 0.857, data_time: 0.048, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8712, loss: 1.8712 2020-06-18 14:47:31,868 - mmaction - INFO - Epoch [35][1720/1879] lr: 1.000e-02, eta: 1 day, 11:36:34, time: 0.703, data_time: 0.115, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7250, loss: 1.7250 2020-06-18 14:47:49,273 - mmaction - INFO - Epoch [35][1740/1879] lr: 1.000e-02, eta: 1 day, 11:36:05, time: 0.871, data_time: 0.191, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5521, loss: 1.5521 2020-06-18 14:48:09,097 - mmaction - INFO - Epoch [35][1760/1879] lr: 1.000e-02, eta: 1 day, 11:35:42, time: 0.991, data_time: 0.335, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9290, loss: 1.9290 2020-06-18 14:48:22,264 - mmaction - INFO - Epoch [35][1780/1879] lr: 1.000e-02, eta: 1 day, 11:35:03, time: 0.659, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4922, loss: 1.4922 2020-06-18 14:48:38,866 - mmaction - INFO - Epoch [35][1800/1879] lr: 1.000e-02, eta: 1 day, 11:34:31, time: 0.830, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7252, loss: 1.7252 2020-06-18 14:48:58,110 - mmaction - INFO - Epoch [35][1820/1879] lr: 1.000e-02, eta: 1 day, 11:34:06, time: 0.962, data_time: 0.087, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7344, loss: 1.7344 2020-06-18 14:49:15,443 - mmaction - INFO - Epoch [35][1840/1879] lr: 1.000e-02, eta: 1 day, 11:33:37, time: 0.865, data_time: 0.014, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.7531, loss: 1.7531 2020-06-18 14:49:31,903 - mmaction - INFO - Epoch [35][1860/1879] lr: 1.000e-02, eta: 1 day, 11:33:06, time: 0.824, data_time: 0.064, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8087, loss: 1.8087 2020-06-18 14:49:56,048 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-06-18 14:52:33,426 - mmaction - INFO - Epoch [36][20/1879] lr: 1.000e-02, eta: 1 day, 11:36:53, time: 7.822, data_time: 6.359, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.6094, loss: 1.6094 2020-06-18 14:52:58,451 - mmaction - INFO - Epoch [36][40/1879] lr: 1.000e-02, eta: 1 day, 11:36:41, time: 1.253, data_time: 0.004, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.8273, loss: 1.8273 2020-06-18 14:53:25,606 - mmaction - INFO - Epoch [36][60/1879] lr: 1.000e-02, eta: 1 day, 11:36:35, time: 1.358, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.9151, loss: 1.9151 2020-06-18 14:53:52,950 - mmaction - INFO - Epoch [36][80/1879] lr: 1.000e-02, eta: 1 day, 11:36:28, time: 1.367, data_time: 0.800, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.8363, loss: 1.8363 2020-06-18 14:54:18,035 - mmaction - INFO - Epoch [36][100/1879] lr: 1.000e-02, eta: 1 day, 11:36:17, time: 1.254, data_time: 0.380, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 1.7557, loss: 1.7557 2020-06-18 14:54:43,547 - mmaction - INFO - Epoch [36][120/1879] lr: 1.000e-02, eta: 1 day, 11:36:06, time: 1.274, data_time: 0.357, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8250, loss_cls: 1.8153, loss: 1.8153 2020-06-18 14:54:55,836 - mmaction - INFO - Epoch [36][140/1879] lr: 1.000e-02, eta: 1 day, 11:35:25, time: 0.616, data_time: 0.037, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0240, loss: 2.0240 2020-06-18 14:55:18,077 - mmaction - INFO - Epoch [36][160/1879] lr: 1.000e-02, eta: 1 day, 11:35:07, time: 1.109, data_time: 0.109, memory: 5168, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9694, loss: 1.9694 2020-06-18 14:55:30,025 - mmaction - INFO - Epoch [36][180/1879] lr: 1.000e-02, eta: 1 day, 11:34:25, time: 0.600, data_time: 0.053, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6526, loss: 1.6526 2020-06-18 14:55:48,511 - mmaction - INFO - Epoch [36][200/1879] lr: 1.000e-02, eta: 1 day, 11:33:58, time: 0.924, data_time: 0.203, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.6576, loss: 1.6576 2020-06-18 14:56:11,726 - mmaction - INFO - Epoch [36][220/1879] lr: 1.000e-02, eta: 1 day, 11:33:42, time: 1.161, data_time: 0.448, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5633, loss: 1.5633 2020-06-18 14:56:37,695 - mmaction - INFO - Epoch [36][240/1879] lr: 1.000e-02, eta: 1 day, 11:33:33, time: 1.299, data_time: 0.141, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.6178, loss: 1.6178 2020-06-18 14:56:58,687 - mmaction - INFO - Epoch [36][260/1879] lr: 1.000e-02, eta: 1 day, 11:33:12, time: 1.050, data_time: 0.003, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8236, loss: 1.8236 2020-06-18 14:57:20,482 - mmaction - INFO - Epoch [36][280/1879] lr: 1.000e-02, eta: 1 day, 11:32:52, time: 1.090, data_time: 0.128, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8375, loss_cls: 1.7341, loss: 1.7341 2020-06-18 14:57:48,459 - mmaction - INFO - Epoch [36][300/1879] lr: 1.000e-02, eta: 1 day, 11:32:48, time: 1.398, data_time: 0.746, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2436, loss: 2.2436 2020-06-18 14:58:12,116 - mmaction - INFO - Epoch [36][320/1879] lr: 1.000e-02, eta: 1 day, 11:32:33, time: 1.183, data_time: 0.249, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.8046, loss: 1.8046 2020-06-18 14:58:35,322 - mmaction - INFO - Epoch [36][340/1879] lr: 1.000e-02, eta: 1 day, 11:32:17, time: 1.160, data_time: 0.044, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7796, loss: 1.7796 2020-06-18 14:59:00,971 - mmaction - INFO - Epoch [36][360/1879] lr: 1.000e-02, eta: 1 day, 11:32:06, time: 1.282, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7417, loss: 1.7417 2020-06-18 14:59:20,401 - mmaction - INFO - Epoch [36][380/1879] lr: 1.000e-02, eta: 1 day, 11:31:42, time: 0.971, data_time: 0.257, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.7923, loss: 1.7923 2020-06-18 14:59:45,411 - mmaction - INFO - Epoch [36][400/1879] lr: 1.000e-02, eta: 1 day, 11:31:30, time: 1.251, data_time: 0.342, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.8552, loss: 1.8552 2020-06-18 15:00:00,658 - mmaction - INFO - Epoch [36][420/1879] lr: 1.000e-02, eta: 1 day, 11:30:56, time: 0.762, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.6749, loss: 1.6749 2020-06-18 15:00:19,181 - mmaction - INFO - Epoch [36][440/1879] lr: 1.000e-02, eta: 1 day, 11:30:29, time: 0.923, data_time: 0.008, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7479, loss: 1.7479 2020-06-18 15:00:37,145 - mmaction - INFO - Epoch [36][460/1879] lr: 1.000e-02, eta: 1 day, 11:30:01, time: 0.901, data_time: 0.286, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 1.9115, loss: 1.9115 2020-06-18 15:00:55,182 - mmaction - INFO - Epoch [36][480/1879] lr: 1.000e-02, eta: 1 day, 11:29:33, time: 0.901, data_time: 0.019, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.8510, loss: 1.8510 2020-06-18 15:01:07,892 - mmaction - INFO - Epoch [36][500/1879] lr: 1.000e-02, eta: 1 day, 11:28:53, time: 0.636, data_time: 0.010, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7536, loss: 1.7536 2020-06-18 15:01:28,072 - mmaction - INFO - Epoch [36][520/1879] lr: 1.000e-02, eta: 1 day, 11:28:30, time: 1.009, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6015, loss: 1.6015 2020-06-18 15:01:45,235 - mmaction - INFO - Epoch [36][540/1879] lr: 1.000e-02, eta: 1 day, 11:28:00, time: 0.858, data_time: 0.010, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.8602, loss: 1.8602 2020-06-18 15:01:58,343 - mmaction - INFO - Epoch [36][560/1879] lr: 1.000e-02, eta: 1 day, 11:27:21, time: 0.655, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.5822, loss: 1.5822 2020-06-18 15:02:13,368 - mmaction - INFO - Epoch [36][580/1879] lr: 1.000e-02, eta: 1 day, 11:26:47, time: 0.752, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.3293, loss: 1.3293 2020-06-18 15:02:30,801 - mmaction - INFO - Epoch [36][600/1879] lr: 1.000e-02, eta: 1 day, 11:26:18, time: 0.872, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6107, loss: 1.6107 2020-06-18 15:02:48,789 - mmaction - INFO - Epoch [36][620/1879] lr: 1.000e-02, eta: 1 day, 11:25:50, time: 0.898, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.8093, loss: 1.8093 2020-06-18 15:03:07,006 - mmaction - INFO - Epoch [36][640/1879] lr: 1.000e-02, eta: 1 day, 11:25:22, time: 0.912, data_time: 0.106, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 1.9616, loss: 1.9616 2020-06-18 15:03:27,451 - mmaction - INFO - Epoch [36][660/1879] lr: 1.000e-02, eta: 1 day, 11:25:00, time: 1.022, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1089, loss: 2.1089 2020-06-18 15:03:42,428 - mmaction - INFO - Epoch [36][680/1879] lr: 1.000e-02, eta: 1 day, 11:24:25, time: 0.749, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6968, loss: 1.6968 2020-06-18 15:04:01,555 - mmaction - INFO - Epoch [36][700/1879] lr: 1.000e-02, eta: 1 day, 11:24:00, time: 0.956, data_time: 0.006, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5420, loss: 1.5420 2020-06-18 15:04:17,164 - mmaction - INFO - Epoch [36][720/1879] lr: 1.000e-02, eta: 1 day, 11:23:27, time: 0.779, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9806, loss: 1.9806 2020-06-18 15:04:35,567 - mmaction - INFO - Epoch [36][740/1879] lr: 1.000e-02, eta: 1 day, 11:23:00, time: 0.920, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.8058, loss: 1.8058 2020-06-18 15:04:52,101 - mmaction - INFO - Epoch [36][760/1879] lr: 1.000e-02, eta: 1 day, 11:22:29, time: 0.828, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7688, loss_cls: 1.9354, loss: 1.9354 2020-06-18 15:05:10,225 - mmaction - INFO - Epoch [36][780/1879] lr: 1.000e-02, eta: 1 day, 11:22:02, time: 0.905, data_time: 0.247, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9452, loss: 1.9452 2020-06-18 15:05:30,436 - mmaction - INFO - Epoch [36][800/1879] lr: 1.000e-02, eta: 1 day, 11:21:39, time: 1.011, data_time: 0.227, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7360, loss: 1.7360 2020-06-18 15:05:46,761 - mmaction - INFO - Epoch [36][820/1879] lr: 1.000e-02, eta: 1 day, 11:21:07, time: 0.816, data_time: 0.034, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 1.9885, loss: 1.9885 2020-06-18 15:06:04,605 - mmaction - INFO - Epoch [36][840/1879] lr: 1.000e-02, eta: 1 day, 11:20:39, time: 0.893, data_time: 0.009, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.6815, loss: 1.6815 2020-06-18 15:06:23,696 - mmaction - INFO - Epoch [36][860/1879] lr: 1.000e-02, eta: 1 day, 11:20:14, time: 0.953, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8619, loss: 1.8619 2020-06-18 15:06:42,557 - mmaction - INFO - Epoch [36][880/1879] lr: 1.000e-02, eta: 1 day, 11:19:48, time: 0.943, data_time: 0.203, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9918, loss: 1.9918 2020-06-18 15:07:03,308 - mmaction - INFO - Epoch [36][900/1879] lr: 1.000e-02, eta: 1 day, 11:19:27, time: 1.038, data_time: 0.038, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5527, loss: 1.5527 2020-06-18 15:07:24,859 - mmaction - INFO - Epoch [36][920/1879] lr: 1.000e-02, eta: 1 day, 11:19:07, time: 1.077, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6253, loss: 1.6253 2020-06-18 15:07:37,452 - mmaction - INFO - Epoch [36][940/1879] lr: 1.000e-02, eta: 1 day, 11:18:27, time: 0.630, data_time: 0.000, memory: 5168, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 1.9659, loss: 1.9659 2020-06-18 15:07:54,162 - mmaction - INFO - Epoch [36][960/1879] lr: 1.000e-02, eta: 1 day, 11:17:56, time: 0.835, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.7868, loss: 1.7868 2020-06-18 15:08:11,156 - mmaction - INFO - Epoch [36][980/1879] lr: 1.000e-02, eta: 1 day, 11:17:26, time: 0.849, data_time: 0.137, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0130, loss: 2.0130 2020-06-18 15:08:28,527 - mmaction - INFO - Epoch [36][1000/1879] lr: 1.000e-02, eta: 1 day, 11:16:57, time: 0.870, data_time: 0.020, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.5284, loss: 1.5284 2020-06-18 15:08:42,393 - mmaction - INFO - Epoch [36][1020/1879] lr: 1.000e-02, eta: 1 day, 11:16:20, time: 0.693, data_time: 0.093, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8977, loss: 1.8977 2020-06-18 15:09:01,664 - mmaction - INFO - Epoch [36][1040/1879] lr: 1.000e-02, eta: 1 day, 11:15:55, time: 0.962, data_time: 0.009, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8974, loss: 1.8974 2020-06-18 15:09:19,547 - mmaction - INFO - Epoch [36][1060/1879] lr: 1.000e-02, eta: 1 day, 11:15:28, time: 0.896, data_time: 0.081, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6192, loss: 1.6192 2020-06-18 15:09:38,914 - mmaction - INFO - Epoch [36][1080/1879] lr: 1.000e-02, eta: 1 day, 11:15:03, time: 0.968, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7875, loss_cls: 1.8674, loss: 1.8674 2020-06-18 15:09:58,985 - mmaction - INFO - Epoch [36][1100/1879] lr: 1.000e-02, eta: 1 day, 11:14:40, time: 1.004, data_time: 0.069, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7560, loss: 1.7560 2020-06-18 15:10:13,793 - mmaction - INFO - Epoch [36][1120/1879] lr: 1.000e-02, eta: 1 day, 11:14:05, time: 0.739, data_time: 0.160, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8500, loss_cls: 1.6421, loss: 1.6421 2020-06-18 15:10:32,704 - mmaction - INFO - Epoch [36][1140/1879] lr: 1.000e-02, eta: 1 day, 11:13:40, time: 0.947, data_time: 0.240, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.8144, loss: 1.8144 2020-06-18 15:10:46,602 - mmaction - INFO - Epoch [36][1160/1879] lr: 1.000e-02, eta: 1 day, 11:13:03, time: 0.695, data_time: 0.127, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0520, loss: 2.0520 2020-06-18 15:11:03,590 - mmaction - INFO - Epoch [36][1180/1879] lr: 1.000e-02, eta: 1 day, 11:12:33, time: 0.849, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8555, loss: 1.8555 2020-06-18 15:11:24,516 - mmaction - INFO - Epoch [36][1200/1879] lr: 1.000e-02, eta: 1 day, 11:12:12, time: 1.045, data_time: 0.102, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8326, loss: 1.8326 2020-06-18 15:11:38,074 - mmaction - INFO - Epoch [36][1220/1879] lr: 1.000e-02, eta: 1 day, 11:11:34, time: 0.679, data_time: 0.006, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.9814, loss: 1.9814 2020-06-18 15:11:55,776 - mmaction - INFO - Epoch [36][1240/1879] lr: 1.000e-02, eta: 1 day, 11:11:06, time: 0.885, data_time: 0.022, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8625, loss_cls: 1.5649, loss: 1.5649 2020-06-18 15:12:18,243 - mmaction - INFO - Epoch [36][1260/1879] lr: 1.000e-02, eta: 1 day, 11:10:48, time: 1.123, data_time: 0.129, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7325, loss: 1.7325 2020-06-18 15:12:57,297 - mmaction - INFO - Epoch [36][1280/1879] lr: 1.000e-02, eta: 1 day, 11:11:08, time: 1.953, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5903, loss: 1.5903 2020-06-18 15:13:09,422 - mmaction - INFO - Epoch [36][1300/1879] lr: 1.000e-02, eta: 1 day, 11:10:27, time: 0.606, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6913, loss: 1.6913 2020-06-18 15:13:26,610 - mmaction - INFO - Epoch [36][1320/1879] lr: 1.000e-02, eta: 1 day, 11:09:58, time: 0.858, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.7020, loss: 1.7020 2020-06-18 15:13:41,056 - mmaction - INFO - Epoch [36][1340/1879] lr: 1.000e-02, eta: 1 day, 11:09:22, time: 0.722, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9442, loss: 1.9442 2020-06-18 15:13:52,792 - mmaction - INFO - Epoch [36][1360/1879] lr: 1.000e-02, eta: 1 day, 11:08:41, time: 0.588, data_time: 0.002, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2163, loss: 2.2163 2020-06-18 15:14:05,206 - mmaction - INFO - Epoch [36][1380/1879] lr: 1.000e-02, eta: 1 day, 11:08:01, time: 0.620, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 2.0293, loss: 2.0293 2020-06-18 15:14:18,411 - mmaction - INFO - Epoch [36][1400/1879] lr: 1.000e-02, eta: 1 day, 11:07:22, time: 0.661, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.7573, loss: 1.7573 2020-06-18 15:14:47,225 - mmaction - INFO - Epoch [36][1420/1879] lr: 1.000e-02, eta: 1 day, 11:07:19, time: 1.441, data_time: 0.227, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.7593, loss: 1.7593 2020-06-18 15:15:07,295 - mmaction - INFO - Epoch [36][1440/1879] lr: 1.000e-02, eta: 1 day, 11:06:56, time: 1.003, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.5545, loss: 1.5545 2020-06-18 15:15:31,891 - mmaction - INFO - Epoch [36][1460/1879] lr: 1.000e-02, eta: 1 day, 11:06:43, time: 1.229, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.7993, loss: 1.7993 2020-06-18 15:15:50,778 - mmaction - INFO - Epoch [36][1480/1879] lr: 1.000e-02, eta: 1 day, 11:06:18, time: 0.945, data_time: 0.013, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.7542, loss: 1.7542 2020-06-18 15:16:04,646 - mmaction - INFO - Epoch [36][1500/1879] lr: 1.000e-02, eta: 1 day, 11:05:41, time: 0.693, data_time: 0.123, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1621, loss: 2.1621 2020-06-18 15:16:24,965 - mmaction - INFO - Epoch [36][1520/1879] lr: 1.000e-02, eta: 1 day, 11:05:19, time: 1.017, data_time: 0.225, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8821, loss: 1.8821 2020-06-18 15:16:41,773 - mmaction - INFO - Epoch [36][1540/1879] lr: 1.000e-02, eta: 1 day, 11:04:48, time: 0.838, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 2.0121, loss: 2.0121 2020-06-18 15:16:59,535 - mmaction - INFO - Epoch [36][1560/1879] lr: 1.000e-02, eta: 1 day, 11:04:20, time: 0.889, data_time: 0.003, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0968, loss: 2.0968 2020-06-18 15:17:21,100 - mmaction - INFO - Epoch [36][1580/1879] lr: 1.000e-02, eta: 1 day, 11:04:01, time: 1.080, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0715, loss: 2.0715 2020-06-18 15:17:41,666 - mmaction - INFO - Epoch [36][1600/1879] lr: 1.000e-02, eta: 1 day, 11:03:39, time: 1.027, data_time: 0.317, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9811, loss: 1.9811 2020-06-18 15:17:56,665 - mmaction - INFO - Epoch [36][1620/1879] lr: 1.000e-02, eta: 1 day, 11:03:05, time: 0.751, data_time: 0.034, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2658, loss: 2.2658 2020-06-18 15:18:16,570 - mmaction - INFO - Epoch [36][1640/1879] lr: 1.000e-02, eta: 1 day, 11:02:42, time: 0.995, data_time: 0.107, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8400, loss: 1.8400 2020-06-18 15:18:30,319 - mmaction - INFO - Epoch [36][1660/1879] lr: 1.000e-02, eta: 1 day, 11:02:05, time: 0.688, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.7737, loss: 1.7737 2020-06-18 15:18:48,812 - mmaction - INFO - Epoch [36][1680/1879] lr: 1.000e-02, eta: 1 day, 11:01:38, time: 0.925, data_time: 0.094, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 1.8835, loss: 1.8835 2020-06-18 15:19:01,402 - mmaction - INFO - Epoch [36][1700/1879] lr: 1.000e-02, eta: 1 day, 11:00:59, time: 0.629, data_time: 0.012, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4976, loss: 1.4976 2020-06-18 15:19:21,327 - mmaction - INFO - Epoch [36][1720/1879] lr: 1.000e-02, eta: 1 day, 11:00:36, time: 0.996, data_time: 0.219, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8728, loss: 1.8728 2020-06-18 15:19:41,886 - mmaction - INFO - Epoch [36][1740/1879] lr: 1.000e-02, eta: 1 day, 11:00:14, time: 1.028, data_time: 0.162, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 2.1463, loss: 2.1463 2020-06-18 15:20:05,450 - mmaction - INFO - Epoch [36][1760/1879] lr: 1.000e-02, eta: 1 day, 10:59:59, time: 1.178, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.5056, loss: 1.5056 2020-06-18 15:20:26,614 - mmaction - INFO - Epoch [36][1780/1879] lr: 1.000e-02, eta: 1 day, 10:59:39, time: 1.058, data_time: 0.199, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 2.0185, loss: 2.0185 2020-06-18 15:20:58,009 - mmaction - INFO - Epoch [36][1800/1879] lr: 1.000e-02, eta: 1 day, 10:59:41, time: 1.570, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6236, loss: 1.6236 2020-06-18 15:21:29,596 - mmaction - INFO - Epoch [36][1820/1879] lr: 1.000e-02, eta: 1 day, 10:59:43, time: 1.580, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 2.0132, loss: 2.0132 2020-06-18 15:21:50,728 - mmaction - INFO - Epoch [36][1840/1879] lr: 1.000e-02, eta: 1 day, 10:59:23, time: 1.057, data_time: 0.057, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7958, loss: 1.7958 2020-06-18 15:22:11,768 - mmaction - INFO - Epoch [36][1860/1879] lr: 1.000e-02, eta: 1 day, 10:59:02, time: 1.052, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.7642, loss: 1.7642 2020-06-18 15:22:37,695 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-06-18 15:25:36,775 - mmaction - INFO - Epoch [37][20/1879] lr: 1.000e-02, eta: 1 day, 11:03:23, time: 8.888, data_time: 8.353, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7125, loss_cls: 2.1129, loss: 2.1129 2020-06-18 15:26:10,219 - mmaction - INFO - Epoch [37][40/1879] lr: 1.000e-02, eta: 1 day, 11:03:30, time: 1.675, data_time: 1.016, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8786, loss: 1.8786 2020-06-18 15:26:30,480 - mmaction - INFO - Epoch [37][60/1879] lr: 1.000e-02, eta: 1 day, 11:03:07, time: 1.013, data_time: 0.621, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5636, loss: 1.5636 2020-06-18 15:26:43,754 - mmaction - INFO - Epoch [37][80/1879] lr: 1.000e-02, eta: 1 day, 11:02:29, time: 0.663, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9185, loss: 1.9185 2020-06-18 15:27:06,163 - mmaction - INFO - Epoch [37][100/1879] lr: 1.000e-02, eta: 1 day, 11:02:11, time: 1.122, data_time: 0.060, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.7447, loss: 1.7447 2020-06-18 15:27:28,480 - mmaction - INFO - Epoch [37][120/1879] lr: 1.000e-02, eta: 1 day, 11:01:53, time: 1.116, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8625, loss_cls: 1.7749, loss: 1.7749 2020-06-18 15:27:48,881 - mmaction - INFO - Epoch [37][140/1879] lr: 1.000e-02, eta: 1 day, 11:01:31, time: 1.020, data_time: 0.150, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8898, loss: 1.8898 2020-06-18 15:28:18,097 - mmaction - INFO - Epoch [37][160/1879] lr: 1.000e-02, eta: 1 day, 11:01:28, time: 1.461, data_time: 0.733, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7998, loss: 1.7998 2020-06-18 15:28:38,709 - mmaction - INFO - Epoch [37][180/1879] lr: 1.000e-02, eta: 1 day, 11:01:06, time: 1.029, data_time: 0.267, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1871, loss: 2.1871 2020-06-18 15:28:58,507 - mmaction - INFO - Epoch [37][200/1879] lr: 1.000e-02, eta: 1 day, 11:00:43, time: 0.991, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.7346, loss: 1.7346 2020-06-18 15:29:22,136 - mmaction - INFO - Epoch [37][220/1879] lr: 1.000e-02, eta: 1 day, 11:00:27, time: 1.182, data_time: 0.164, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7511, loss: 1.7511 2020-06-18 15:29:51,082 - mmaction - INFO - Epoch [37][240/1879] lr: 1.000e-02, eta: 1 day, 11:00:24, time: 1.447, data_time: 1.029, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6988, loss: 1.6988 2020-06-18 15:30:14,756 - mmaction - INFO - Epoch [37][260/1879] lr: 1.000e-02, eta: 1 day, 11:00:09, time: 1.184, data_time: 0.089, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7701, loss: 1.7701 2020-06-18 15:30:40,100 - mmaction - INFO - Epoch [37][280/1879] lr: 1.000e-02, eta: 1 day, 10:59:57, time: 1.267, data_time: 0.309, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 1.9780, loss: 1.9780 2020-06-18 15:31:08,934 - mmaction - INFO - Epoch [37][300/1879] lr: 1.000e-02, eta: 1 day, 10:59:53, time: 1.441, data_time: 0.032, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6607, loss: 1.6607 2020-06-18 15:31:35,059 - mmaction - INFO - Epoch [37][320/1879] lr: 1.000e-02, eta: 1 day, 10:59:43, time: 1.307, data_time: 0.171, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7500, loss_cls: 1.9383, loss: 1.9383 2020-06-18 15:32:05,651 - mmaction - INFO - Epoch [37][340/1879] lr: 1.000e-02, eta: 1 day, 10:59:43, time: 1.530, data_time: 0.344, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7188, loss_cls: 2.0131, loss: 2.0131 2020-06-18 15:32:27,116 - mmaction - INFO - Epoch [37][360/1879] lr: 1.000e-02, eta: 1 day, 10:59:23, time: 1.073, data_time: 0.239, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8530, loss: 1.8530 2020-06-18 15:32:41,286 - mmaction - INFO - Epoch [37][380/1879] lr: 1.000e-02, eta: 1 day, 10:58:47, time: 0.707, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6240, loss: 1.6240 2020-06-18 15:32:54,801 - mmaction - INFO - Epoch [37][400/1879] lr: 1.000e-02, eta: 1 day, 10:58:10, time: 0.677, data_time: 0.026, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0043, loss: 2.0043 2020-06-18 15:33:12,813 - mmaction - INFO - Epoch [37][420/1879] lr: 1.000e-02, eta: 1 day, 10:57:43, time: 0.901, data_time: 0.009, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8675, loss: 1.8675 2020-06-18 15:33:28,602 - mmaction - INFO - Epoch [37][440/1879] lr: 1.000e-02, eta: 1 day, 10:57:10, time: 0.789, data_time: 0.024, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.6755, loss: 1.6755 2020-06-18 15:33:43,736 - mmaction - INFO - Epoch [37][460/1879] lr: 1.000e-02, eta: 1 day, 10:56:36, time: 0.758, data_time: 0.054, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7482, loss: 1.7482 2020-06-18 15:33:57,401 - mmaction - INFO - Epoch [37][480/1879] lr: 1.000e-02, eta: 1 day, 10:55:59, time: 0.683, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.7948, loss: 1.7948 2020-06-18 15:34:13,748 - mmaction - INFO - Epoch [37][500/1879] lr: 1.000e-02, eta: 1 day, 10:55:28, time: 0.818, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4988, loss: 1.4988 2020-06-18 15:34:32,906 - mmaction - INFO - Epoch [37][520/1879] lr: 1.000e-02, eta: 1 day, 10:55:03, time: 0.958, data_time: 0.063, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9507, loss: 1.9507 2020-06-18 15:34:49,375 - mmaction - INFO - Epoch [37][540/1879] lr: 1.000e-02, eta: 1 day, 10:54:32, time: 0.822, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6111, loss: 1.6111 2020-06-18 15:35:07,546 - mmaction - INFO - Epoch [37][560/1879] lr: 1.000e-02, eta: 1 day, 10:54:05, time: 0.910, data_time: 0.066, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5803, loss: 1.5803 2020-06-18 15:35:23,495 - mmaction - INFO - Epoch [37][580/1879] lr: 1.000e-02, eta: 1 day, 10:53:33, time: 0.796, data_time: 0.090, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.0016, loss: 2.0016 2020-06-18 15:35:41,525 - mmaction - INFO - Epoch [37][600/1879] lr: 1.000e-02, eta: 1 day, 10:53:06, time: 0.903, data_time: 0.008, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.6171, loss: 1.6171 2020-06-18 15:35:59,517 - mmaction - INFO - Epoch [37][620/1879] lr: 1.000e-02, eta: 1 day, 10:52:38, time: 0.900, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.7600, loss: 1.7600 2020-06-18 15:36:17,530 - mmaction - INFO - Epoch [37][640/1879] lr: 1.000e-02, eta: 1 day, 10:52:11, time: 0.901, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7684, loss: 1.7684 2020-06-18 15:36:40,940 - mmaction - INFO - Epoch [37][660/1879] lr: 1.000e-02, eta: 1 day, 10:51:55, time: 1.168, data_time: 0.404, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1089, loss: 2.1089 2020-06-18 15:36:53,505 - mmaction - INFO - Epoch [37][680/1879] lr: 1.000e-02, eta: 1 day, 10:51:16, time: 0.630, data_time: 0.020, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9970, loss: 1.9970 2020-06-18 15:37:11,088 - mmaction - INFO - Epoch [37][700/1879] lr: 1.000e-02, eta: 1 day, 10:50:48, time: 0.879, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8512, loss: 1.8512 2020-06-18 15:37:28,817 - mmaction - INFO - Epoch [37][720/1879] lr: 1.000e-02, eta: 1 day, 10:50:19, time: 0.886, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9384, loss: 1.9384 2020-06-18 15:37:46,458 - mmaction - INFO - Epoch [37][740/1879] lr: 1.000e-02, eta: 1 day, 10:49:51, time: 0.882, data_time: 0.163, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9662, loss: 1.9662 2020-06-18 15:37:59,997 - mmaction - INFO - Epoch [37][760/1879] lr: 1.000e-02, eta: 1 day, 10:49:14, time: 0.677, data_time: 0.011, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.7212, loss: 1.7212 2020-06-18 15:38:19,327 - mmaction - INFO - Epoch [37][780/1879] lr: 1.000e-02, eta: 1 day, 10:48:50, time: 0.967, data_time: 0.171, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.7649, loss: 1.7649 2020-06-18 15:38:32,570 - mmaction - INFO - Epoch [37][800/1879] lr: 1.000e-02, eta: 1 day, 10:48:12, time: 0.661, data_time: 0.146, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.7785, loss: 1.7785 2020-06-18 15:38:46,623 - mmaction - INFO - Epoch [37][820/1879] lr: 1.000e-02, eta: 1 day, 10:47:36, time: 0.704, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.8357, loss: 1.8357 2020-06-18 15:38:59,417 - mmaction - INFO - Epoch [37][840/1879] lr: 1.000e-02, eta: 1 day, 10:46:57, time: 0.640, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5995, loss: 1.5995 2020-06-18 15:39:12,096 - mmaction - INFO - Epoch [37][860/1879] lr: 1.000e-02, eta: 1 day, 10:46:18, time: 0.633, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8562, loss_cls: 1.6839, loss: 1.6839 2020-06-18 15:39:29,209 - mmaction - INFO - Epoch [37][880/1879] lr: 1.000e-02, eta: 1 day, 10:45:49, time: 0.855, data_time: 0.167, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6152, loss: 1.6152 2020-06-18 15:39:43,917 - mmaction - INFO - Epoch [37][900/1879] lr: 1.000e-02, eta: 1 day, 10:45:15, time: 0.736, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6975, loss: 1.6975 2020-06-18 15:39:58,685 - mmaction - INFO - Epoch [37][920/1879] lr: 1.000e-02, eta: 1 day, 10:44:40, time: 0.737, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6130, loss: 1.6130 2020-06-18 15:40:13,318 - mmaction - INFO - Epoch [37][940/1879] lr: 1.000e-02, eta: 1 day, 10:44:06, time: 0.733, data_time: 0.003, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.7656, loss: 1.7656 2020-06-18 15:40:26,544 - mmaction - INFO - Epoch [37][960/1879] lr: 1.000e-02, eta: 1 day, 10:43:28, time: 0.662, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7875, loss_cls: 1.6978, loss: 1.6978 2020-06-18 15:40:45,442 - mmaction - INFO - Epoch [37][980/1879] lr: 1.000e-02, eta: 1 day, 10:43:03, time: 0.943, data_time: 0.000, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0127, loss: 2.0127 2020-06-18 15:40:59,550 - mmaction - INFO - Epoch [37][1000/1879] lr: 1.000e-02, eta: 1 day, 10:42:27, time: 0.705, data_time: 0.033, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.7148, loss: 1.7148 2020-06-18 15:41:13,743 - mmaction - INFO - Epoch [37][1020/1879] lr: 1.000e-02, eta: 1 day, 10:41:52, time: 0.711, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9999, loss: 1.9999 2020-06-18 15:41:33,101 - mmaction - INFO - Epoch [37][1040/1879] lr: 1.000e-02, eta: 1 day, 10:41:27, time: 0.968, data_time: 0.047, memory: 5168, top1_acc: 0.6375, top5_acc: 0.7812, loss_cls: 1.5708, loss: 1.5708 2020-06-18 15:41:46,521 - mmaction - INFO - Epoch [37][1060/1879] lr: 1.000e-02, eta: 1 day, 10:40:50, time: 0.670, data_time: 0.108, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.8699, loss: 1.8699 2020-06-18 15:42:05,948 - mmaction - INFO - Epoch [37][1080/1879] lr: 1.000e-02, eta: 1 day, 10:40:26, time: 0.971, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8635, loss: 1.8635 2020-06-18 15:42:20,332 - mmaction - INFO - Epoch [37][1100/1879] lr: 1.000e-02, eta: 1 day, 10:39:51, time: 0.718, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8438, loss_cls: 1.7385, loss: 1.7385 2020-06-18 15:42:34,046 - mmaction - INFO - Epoch [37][1120/1879] lr: 1.000e-02, eta: 1 day, 10:39:15, time: 0.688, data_time: 0.002, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8237, loss: 1.8237 2020-06-18 15:42:50,164 - mmaction - INFO - Epoch [37][1140/1879] lr: 1.000e-02, eta: 1 day, 10:38:43, time: 0.805, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7271, loss: 1.7271 2020-06-18 15:43:03,319 - mmaction - INFO - Epoch [37][1160/1879] lr: 1.000e-02, eta: 1 day, 10:38:06, time: 0.658, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.7802, loss: 1.7802 2020-06-18 15:43:21,350 - mmaction - INFO - Epoch [37][1180/1879] lr: 1.000e-02, eta: 1 day, 10:37:39, time: 0.902, data_time: 0.091, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6711, loss: 1.6711 2020-06-18 15:43:42,260 - mmaction - INFO - Epoch [37][1200/1879] lr: 1.000e-02, eta: 1 day, 10:37:17, time: 1.045, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6882, loss: 1.6882 2020-06-18 15:43:56,989 - mmaction - INFO - Epoch [37][1220/1879] lr: 1.000e-02, eta: 1 day, 10:36:43, time: 0.737, data_time: 0.002, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8598, loss: 1.8598 2020-06-18 15:44:12,406 - mmaction - INFO - Epoch [37][1240/1879] lr: 1.000e-02, eta: 1 day, 10:36:11, time: 0.772, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4542, loss: 1.4542 2020-06-18 15:44:31,079 - mmaction - INFO - Epoch [37][1260/1879] lr: 1.000e-02, eta: 1 day, 10:35:45, time: 0.932, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 2.0098, loss: 2.0098 2020-06-18 15:44:47,014 - mmaction - INFO - Epoch [37][1280/1879] lr: 1.000e-02, eta: 1 day, 10:35:13, time: 0.797, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7585, loss: 1.7585 2020-06-18 15:45:05,948 - mmaction - INFO - Epoch [37][1300/1879] lr: 1.000e-02, eta: 1 day, 10:34:48, time: 0.947, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8930, loss: 1.8930 2020-06-18 15:45:25,860 - mmaction - INFO - Epoch [37][1320/1879] lr: 1.000e-02, eta: 1 day, 10:34:25, time: 0.996, data_time: 0.066, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.6805, loss: 1.6805 2020-06-18 15:45:44,392 - mmaction - INFO - Epoch [37][1340/1879] lr: 1.000e-02, eta: 1 day, 10:33:59, time: 0.927, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8562, loss: 1.8562 2020-06-18 15:46:04,906 - mmaction - INFO - Epoch [37][1360/1879] lr: 1.000e-02, eta: 1 day, 10:33:37, time: 1.025, data_time: 0.112, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.5348, loss: 1.5348 2020-06-18 15:46:17,847 - mmaction - INFO - Epoch [37][1380/1879] lr: 1.000e-02, eta: 1 day, 10:32:59, time: 0.645, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7438, loss_cls: 1.9885, loss: 1.9885 2020-06-18 15:47:47,473 - mmaction - INFO - Epoch [37][1400/1879] lr: 1.000e-02, eta: 1 day, 10:35:04, time: 4.481, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.7015, loss: 1.7015 2020-06-18 15:48:14,261 - mmaction - INFO - Epoch [37][1420/1879] lr: 1.000e-02, eta: 1 day, 10:34:56, time: 1.340, data_time: 0.003, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8551, loss: 1.8551 2020-06-18 15:48:24,542 - mmaction - INFO - Epoch [37][1440/1879] lr: 1.000e-02, eta: 1 day, 10:34:12, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.8062, loss: 1.8062 2020-06-18 15:48:41,129 - mmaction - INFO - Epoch [37][1460/1879] lr: 1.000e-02, eta: 1 day, 10:33:42, time: 0.829, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.6836, loss: 1.6836 2020-06-18 15:48:57,968 - mmaction - INFO - Epoch [37][1480/1879] lr: 1.000e-02, eta: 1 day, 10:33:12, time: 0.840, data_time: 0.083, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0793, loss: 2.0793 2020-06-18 15:49:15,149 - mmaction - INFO - Epoch [37][1500/1879] lr: 1.000e-02, eta: 1 day, 10:32:43, time: 0.859, data_time: 0.164, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7616, loss: 1.7616 2020-06-18 15:49:38,098 - mmaction - INFO - Epoch [37][1520/1879] lr: 1.000e-02, eta: 1 day, 10:32:27, time: 1.149, data_time: 0.016, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7633, loss: 1.7633 2020-06-18 15:51:17,322 - mmaction - INFO - Epoch [37][1540/1879] lr: 1.000e-02, eta: 1 day, 10:34:52, time: 4.961, data_time: 0.875, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.8566, loss: 1.8566 2020-06-18 15:51:27,860 - mmaction - INFO - Epoch [37][1560/1879] lr: 1.000e-02, eta: 1 day, 10:34:08, time: 0.525, data_time: 0.001, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.0542, loss: 2.0542 2020-06-18 15:51:38,378 - mmaction - INFO - Epoch [37][1580/1879] lr: 1.000e-02, eta: 1 day, 10:33:25, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9770, loss: 1.9770 2020-06-18 15:51:52,136 - mmaction - INFO - Epoch [37][1600/1879] lr: 1.000e-02, eta: 1 day, 10:32:49, time: 0.689, data_time: 0.003, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7688, loss_cls: 1.7909, loss: 1.7909 2020-06-18 15:52:51,009 - mmaction - INFO - Epoch [37][1620/1879] lr: 1.000e-02, eta: 1 day, 10:33:48, time: 2.944, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7250, loss_cls: 2.1737, loss: 2.1737 2020-06-18 15:53:56,643 - mmaction - INFO - Epoch [37][1640/1879] lr: 1.000e-02, eta: 1 day, 10:35:02, time: 3.280, data_time: 0.010, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6142, loss: 1.6142 2020-06-18 15:55:23,066 - mmaction - INFO - Epoch [37][1660/1879] lr: 1.000e-02, eta: 1 day, 10:36:59, time: 4.322, data_time: 0.005, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.7480, loss: 1.7480 2020-06-18 15:55:54,386 - mmaction - INFO - Epoch [37][1680/1879] lr: 1.000e-02, eta: 1 day, 10:37:00, time: 1.566, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.8331, loss: 1.8331 2020-06-18 15:56:19,184 - mmaction - INFO - Epoch [37][1700/1879] lr: 1.000e-02, eta: 1 day, 10:36:47, time: 1.240, data_time: 0.006, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9815, loss: 1.9815 2020-06-18 15:56:43,709 - mmaction - INFO - Epoch [37][1720/1879] lr: 1.000e-02, eta: 1 day, 10:36:33, time: 1.226, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7850, loss: 1.7850 2020-06-18 15:57:22,263 - mmaction - INFO - Epoch [37][1740/1879] lr: 1.000e-02, eta: 1 day, 10:36:49, time: 1.926, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.9528, loss: 1.9528 2020-06-18 15:57:37,895 - mmaction - INFO - Epoch [37][1760/1879] lr: 1.000e-02, eta: 1 day, 10:36:17, time: 0.783, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.8340, loss: 1.8340 2020-06-18 15:58:03,712 - mmaction - INFO - Epoch [37][1780/1879] lr: 1.000e-02, eta: 1 day, 10:36:06, time: 1.291, data_time: 0.033, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6232, loss: 1.6232 2020-06-18 15:58:15,805 - mmaction - INFO - Epoch [37][1800/1879] lr: 1.000e-02, eta: 1 day, 10:35:26, time: 0.603, data_time: 0.010, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7319, loss: 1.7319 2020-06-18 15:58:32,739 - mmaction - INFO - Epoch [37][1820/1879] lr: 1.000e-02, eta: 1 day, 10:34:56, time: 0.848, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 1.9035, loss: 1.9035 2020-06-18 15:58:48,933 - mmaction - INFO - Epoch [37][1840/1879] lr: 1.000e-02, eta: 1 day, 10:34:25, time: 0.809, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.7831, loss: 1.7831 2020-06-18 15:59:05,494 - mmaction - INFO - Epoch [37][1860/1879] lr: 1.000e-02, eta: 1 day, 10:33:55, time: 0.828, data_time: 0.024, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7217, loss: 1.7217 2020-06-18 15:59:28,088 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-06-18 16:02:21,621 - mmaction - INFO - Epoch [38][20/1879] lr: 1.000e-02, eta: 1 day, 10:37:50, time: 8.628, data_time: 7.433, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0121, loss: 2.0121 2020-06-18 16:02:51,410 - mmaction - INFO - Epoch [38][40/1879] lr: 1.000e-02, eta: 1 day, 10:37:47, time: 1.490, data_time: 0.042, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6349, loss: 1.6349 2020-06-18 16:03:16,875 - mmaction - INFO - Epoch [38][60/1879] lr: 1.000e-02, eta: 1 day, 10:37:35, time: 1.275, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5691, loss: 1.5691 2020-06-18 16:03:38,490 - mmaction - INFO - Epoch [38][80/1879] lr: 1.000e-02, eta: 1 day, 10:37:15, time: 1.081, data_time: 0.013, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8250, loss_cls: 1.9225, loss: 1.9225 2020-06-18 16:04:02,911 - mmaction - INFO - Epoch [38][100/1879] lr: 1.000e-02, eta: 1 day, 10:37:01, time: 1.221, data_time: 0.312, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6581, loss: 1.6581 2020-06-18 16:04:23,885 - mmaction - INFO - Epoch [38][120/1879] lr: 1.000e-02, eta: 1 day, 10:36:40, time: 1.049, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8242, loss: 1.8242 2020-06-18 16:04:44,980 - mmaction - INFO - Epoch [38][140/1879] lr: 1.000e-02, eta: 1 day, 10:36:19, time: 1.055, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.7896, loss: 1.7896 2020-06-18 16:05:06,831 - mmaction - INFO - Epoch [38][160/1879] lr: 1.000e-02, eta: 1 day, 10:36:00, time: 1.093, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7942, loss: 1.7942 2020-06-18 16:05:29,526 - mmaction - INFO - Epoch [38][180/1879] lr: 1.000e-02, eta: 1 day, 10:35:42, time: 1.133, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8795, loss: 1.8795 2020-06-18 16:05:42,750 - mmaction - INFO - Epoch [38][200/1879] lr: 1.000e-02, eta: 1 day, 10:35:04, time: 0.661, data_time: 0.059, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8375, loss_cls: 1.9060, loss: 1.9060 2020-06-18 16:05:58,117 - mmaction - INFO - Epoch [38][220/1879] lr: 1.000e-02, eta: 1 day, 10:34:31, time: 0.769, data_time: 0.003, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0542, loss: 2.0542 2020-06-18 16:06:15,798 - mmaction - INFO - Epoch [38][240/1879] lr: 1.000e-02, eta: 1 day, 10:34:03, time: 0.885, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8313, loss_cls: 1.6656, loss: 1.6656 2020-06-18 16:06:35,391 - mmaction - INFO - Epoch [38][260/1879] lr: 1.000e-02, eta: 1 day, 10:33:39, time: 0.980, data_time: 0.038, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7812, loss_cls: 1.8919, loss: 1.8919 2020-06-18 16:06:55,300 - mmaction - INFO - Epoch [38][280/1879] lr: 1.000e-02, eta: 1 day, 10:33:16, time: 0.996, data_time: 0.460, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8648, loss: 1.8648 2020-06-18 16:07:08,389 - mmaction - INFO - Epoch [38][300/1879] lr: 1.000e-02, eta: 1 day, 10:32:38, time: 0.653, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7781, loss: 1.7781 2020-06-18 16:07:23,492 - mmaction - INFO - Epoch [38][320/1879] lr: 1.000e-02, eta: 1 day, 10:32:04, time: 0.757, data_time: 0.013, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8291, loss: 1.8291 2020-06-18 16:07:42,800 - mmaction - INFO - Epoch [38][340/1879] lr: 1.000e-02, eta: 1 day, 10:31:40, time: 0.965, data_time: 0.020, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8056, loss: 1.8056 2020-06-18 16:08:01,544 - mmaction - INFO - Epoch [38][360/1879] lr: 1.000e-02, eta: 1 day, 10:31:14, time: 0.937, data_time: 0.232, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.6916, loss: 1.6916 2020-06-18 16:08:21,531 - mmaction - INFO - Epoch [38][380/1879] lr: 1.000e-02, eta: 1 day, 10:30:51, time: 0.999, data_time: 0.284, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.6618, loss: 1.6618 2020-06-18 16:08:38,225 - mmaction - INFO - Epoch [38][400/1879] lr: 1.000e-02, eta: 1 day, 10:30:20, time: 0.833, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3455, loss: 1.3455 2020-06-18 16:08:54,696 - mmaction - INFO - Epoch [38][420/1879] lr: 1.000e-02, eta: 1 day, 10:29:50, time: 0.825, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9197, loss: 1.9197 2020-06-18 16:09:13,076 - mmaction - INFO - Epoch [38][440/1879] lr: 1.000e-02, eta: 1 day, 10:29:23, time: 0.919, data_time: 0.168, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.8157, loss: 1.8157 2020-06-18 16:09:26,673 - mmaction - INFO - Epoch [38][460/1879] lr: 1.000e-02, eta: 1 day, 10:28:47, time: 0.679, data_time: 0.030, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7355, loss: 1.7355 2020-06-18 16:09:42,274 - mmaction - INFO - Epoch [38][480/1879] lr: 1.000e-02, eta: 1 day, 10:28:14, time: 0.781, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6407, loss: 1.6407 2020-06-18 16:10:01,441 - mmaction - INFO - Epoch [38][500/1879] lr: 1.000e-02, eta: 1 day, 10:27:49, time: 0.957, data_time: 0.253, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7534, loss: 1.7534 2020-06-18 16:10:23,650 - mmaction - INFO - Epoch [38][520/1879] lr: 1.000e-02, eta: 1 day, 10:27:31, time: 1.111, data_time: 0.233, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7459, loss: 1.7459 2020-06-18 16:10:44,093 - mmaction - INFO - Epoch [38][540/1879] lr: 1.000e-02, eta: 1 day, 10:27:08, time: 1.022, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.5316, loss: 1.5316 2020-06-18 16:11:07,375 - mmaction - INFO - Epoch [38][560/1879] lr: 1.000e-02, eta: 1 day, 10:26:52, time: 1.164, data_time: 0.233, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7437, loss: 1.7437 2020-06-18 16:11:24,904 - mmaction - INFO - Epoch [38][580/1879] lr: 1.000e-02, eta: 1 day, 10:26:24, time: 0.876, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6274, loss: 1.6274 2020-06-18 16:11:46,947 - mmaction - INFO - Epoch [38][600/1879] lr: 1.000e-02, eta: 1 day, 10:26:05, time: 1.102, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7771, loss: 1.7771 2020-06-18 16:12:13,393 - mmaction - INFO - Epoch [38][620/1879] lr: 1.000e-02, eta: 1 day, 10:25:55, time: 1.322, data_time: 0.148, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7347, loss: 1.7347 2020-06-18 16:12:38,199 - mmaction - INFO - Epoch [38][640/1879] lr: 1.000e-02, eta: 1 day, 10:25:41, time: 1.241, data_time: 0.115, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9012, loss: 1.9012 2020-06-18 16:13:02,711 - mmaction - INFO - Epoch [38][660/1879] lr: 1.000e-02, eta: 1 day, 10:25:27, time: 1.225, data_time: 0.146, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.5392, loss: 1.5392 2020-06-18 16:13:28,245 - mmaction - INFO - Epoch [38][680/1879] lr: 1.000e-02, eta: 1 day, 10:25:16, time: 1.277, data_time: 0.202, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6395, loss: 1.6395 2020-06-18 16:13:52,030 - mmaction - INFO - Epoch [38][700/1879] lr: 1.000e-02, eta: 1 day, 10:25:00, time: 1.190, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 1.9518, loss: 1.9518 2020-06-18 16:14:16,162 - mmaction - INFO - Epoch [38][720/1879] lr: 1.000e-02, eta: 1 day, 10:24:46, time: 1.206, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.5104, loss: 1.5104 2020-06-18 16:14:42,620 - mmaction - INFO - Epoch [38][740/1879] lr: 1.000e-02, eta: 1 day, 10:24:36, time: 1.324, data_time: 0.062, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7178, loss: 1.7178 2020-06-18 16:15:05,576 - mmaction - INFO - Epoch [38][760/1879] lr: 1.000e-02, eta: 1 day, 10:24:18, time: 1.148, data_time: 0.061, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.8760, loss: 1.8760 2020-06-18 16:15:31,026 - mmaction - INFO - Epoch [38][780/1879] lr: 1.000e-02, eta: 1 day, 10:24:06, time: 1.273, data_time: 0.031, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.8250, loss: 1.8250 2020-06-18 16:15:59,008 - mmaction - INFO - Epoch [38][800/1879] lr: 1.000e-02, eta: 1 day, 10:24:00, time: 1.398, data_time: 0.224, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.1800, loss: 2.1800 2020-06-18 16:16:22,652 - mmaction - INFO - Epoch [38][820/1879] lr: 1.000e-02, eta: 1 day, 10:23:44, time: 1.182, data_time: 0.327, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.6051, loss: 1.6051 2020-06-18 16:16:45,872 - mmaction - INFO - Epoch [38][840/1879] lr: 1.000e-02, eta: 1 day, 10:23:27, time: 1.161, data_time: 0.265, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8437, loss: 1.8437 2020-06-18 16:17:05,822 - mmaction - INFO - Epoch [38][860/1879] lr: 1.000e-02, eta: 1 day, 10:23:04, time: 0.999, data_time: 0.008, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8046, loss: 1.8046 2020-06-18 16:17:23,717 - mmaction - INFO - Epoch [38][880/1879] lr: 1.000e-02, eta: 1 day, 10:22:36, time: 0.895, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.9177, loss: 1.9177 2020-06-18 16:17:49,926 - mmaction - INFO - Epoch [38][900/1879] lr: 1.000e-02, eta: 1 day, 10:22:26, time: 1.310, data_time: 0.048, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.6127, loss: 1.6127 2020-06-18 16:18:05,751 - mmaction - INFO - Epoch [38][920/1879] lr: 1.000e-02, eta: 1 day, 10:21:54, time: 0.791, data_time: 0.000, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0275, loss: 2.0275 2020-06-18 16:18:16,009 - mmaction - INFO - Epoch [38][940/1879] lr: 1.000e-02, eta: 1 day, 10:21:11, time: 0.508, data_time: 0.000, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1752, loss: 2.1752 2020-06-18 16:18:25,878 - mmaction - INFO - Epoch [38][960/1879] lr: 1.000e-02, eta: 1 day, 10:20:27, time: 0.498, data_time: 0.005, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6327, loss: 1.6327 2020-06-18 16:18:39,529 - mmaction - INFO - Epoch [38][980/1879] lr: 1.000e-02, eta: 1 day, 10:19:50, time: 0.681, data_time: 0.004, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8243, loss: 1.8243 2020-06-18 16:18:54,431 - mmaction - INFO - Epoch [38][1000/1879] lr: 1.000e-02, eta: 1 day, 10:19:17, time: 0.746, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8965, loss: 1.8965 2020-06-18 16:19:06,998 - mmaction - INFO - Epoch [38][1020/1879] lr: 1.000e-02, eta: 1 day, 10:18:38, time: 0.627, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9294, loss: 1.9294 2020-06-18 16:19:20,167 - mmaction - INFO - Epoch [38][1040/1879] lr: 1.000e-02, eta: 1 day, 10:18:01, time: 0.659, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8231, loss: 1.8231 2020-06-18 16:19:32,959 - mmaction - INFO - Epoch [38][1060/1879] lr: 1.000e-02, eta: 1 day, 10:17:23, time: 0.641, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8706, loss: 1.8706 2020-06-18 16:19:44,658 - mmaction - INFO - Epoch [38][1080/1879] lr: 1.000e-02, eta: 1 day, 10:16:43, time: 0.583, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.9173, loss: 1.9173 2020-06-18 16:19:59,156 - mmaction - INFO - Epoch [38][1100/1879] lr: 1.000e-02, eta: 1 day, 10:16:09, time: 0.725, data_time: 0.002, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8690, loss: 1.8690 2020-06-18 16:20:11,694 - mmaction - INFO - Epoch [38][1120/1879] lr: 1.000e-02, eta: 1 day, 10:15:30, time: 0.628, data_time: 0.007, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.6031, loss: 1.6031 2020-06-18 16:20:24,417 - mmaction - INFO - Epoch [38][1140/1879] lr: 1.000e-02, eta: 1 day, 10:14:52, time: 0.635, data_time: 0.146, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.7126, loss: 1.7126 2020-06-18 16:20:37,922 - mmaction - INFO - Epoch [38][1160/1879] lr: 1.000e-02, eta: 1 day, 10:14:16, time: 0.677, data_time: 0.050, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.8811, loss: 1.8811 2020-06-18 16:20:52,359 - mmaction - INFO - Epoch [38][1180/1879] lr: 1.000e-02, eta: 1 day, 10:13:42, time: 0.720, data_time: 0.011, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8187, loss_cls: 1.7763, loss: 1.7763 2020-06-18 16:21:07,150 - mmaction - INFO - Epoch [38][1200/1879] lr: 1.000e-02, eta: 1 day, 10:13:08, time: 0.741, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.6278, loss: 1.6278 2020-06-18 16:21:24,310 - mmaction - INFO - Epoch [38][1220/1879] lr: 1.000e-02, eta: 1 day, 10:12:39, time: 0.857, data_time: 0.030, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 1.9674, loss: 1.9674 2020-06-18 16:21:43,188 - mmaction - INFO - Epoch [38][1240/1879] lr: 1.000e-02, eta: 1 day, 10:12:14, time: 0.944, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5792, loss: 1.5792 2020-06-18 16:22:03,448 - mmaction - INFO - Epoch [38][1260/1879] lr: 1.000e-02, eta: 1 day, 10:11:51, time: 1.013, data_time: 0.272, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.6284, loss: 1.6284 2020-06-18 16:22:24,090 - mmaction - INFO - Epoch [38][1280/1879] lr: 1.000e-02, eta: 1 day, 10:11:29, time: 1.033, data_time: 0.305, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6671, loss: 1.6671 2020-06-18 16:22:45,372 - mmaction - INFO - Epoch [38][1300/1879] lr: 1.000e-02, eta: 1 day, 10:11:09, time: 1.064, data_time: 0.114, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.6447, loss: 1.6447 2020-06-18 16:23:15,176 - mmaction - INFO - Epoch [38][1320/1879] lr: 1.000e-02, eta: 1 day, 10:11:06, time: 1.489, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8114, loss: 1.8114 2020-06-18 16:23:30,310 - mmaction - INFO - Epoch [38][1340/1879] lr: 1.000e-02, eta: 1 day, 10:10:33, time: 0.758, data_time: 0.002, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1807, loss: 2.1807 2020-06-18 16:23:46,543 - mmaction - INFO - Epoch [38][1360/1879] lr: 1.000e-02, eta: 1 day, 10:10:02, time: 0.811, data_time: 0.067, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7875, loss_cls: 1.8076, loss: 1.8076 2020-06-18 16:24:04,327 - mmaction - INFO - Epoch [38][1380/1879] lr: 1.000e-02, eta: 1 day, 10:09:34, time: 0.888, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7438, loss_cls: 1.9722, loss: 1.9722 2020-06-18 16:24:20,950 - mmaction - INFO - Epoch [38][1400/1879] lr: 1.000e-02, eta: 1 day, 10:09:04, time: 0.832, data_time: 0.236, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.5240, loss: 1.5240 2020-06-18 16:24:39,530 - mmaction - INFO - Epoch [38][1420/1879] lr: 1.000e-02, eta: 1 day, 10:08:38, time: 0.929, data_time: 0.070, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8930, loss: 1.8930 2020-06-18 16:25:01,007 - mmaction - INFO - Epoch [38][1440/1879] lr: 1.000e-02, eta: 1 day, 10:08:18, time: 1.075, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9306, loss: 1.9306 2020-06-18 16:25:19,909 - mmaction - INFO - Epoch [38][1460/1879] lr: 1.000e-02, eta: 1 day, 10:07:53, time: 0.945, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.7413, loss: 1.7413 2020-06-18 16:25:36,976 - mmaction - INFO - Epoch [38][1480/1879] lr: 1.000e-02, eta: 1 day, 10:07:24, time: 0.854, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6278, loss: 1.6278 2020-06-18 16:25:51,191 - mmaction - INFO - Epoch [38][1500/1879] lr: 1.000e-02, eta: 1 day, 10:06:49, time: 0.709, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.2540, loss: 2.2540 2020-06-18 16:26:09,768 - mmaction - INFO - Epoch [38][1520/1879] lr: 1.000e-02, eta: 1 day, 10:06:23, time: 0.931, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.8982, loss: 1.8982 2020-06-18 16:26:28,088 - mmaction - INFO - Epoch [38][1540/1879] lr: 1.000e-02, eta: 1 day, 10:05:57, time: 0.914, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7837, loss: 1.7837 2020-06-18 16:26:43,781 - mmaction - INFO - Epoch [38][1560/1879] lr: 1.000e-02, eta: 1 day, 10:05:25, time: 0.786, data_time: 0.180, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7019, loss: 1.7019 2020-06-18 16:27:01,782 - mmaction - INFO - Epoch [38][1580/1879] lr: 1.000e-02, eta: 1 day, 10:04:58, time: 0.898, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.7509, loss: 1.7509 2020-06-18 16:27:25,705 - mmaction - INFO - Epoch [38][1600/1879] lr: 1.000e-02, eta: 1 day, 10:04:43, time: 1.198, data_time: 0.005, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8452, loss: 1.8452 2020-06-18 16:27:44,348 - mmaction - INFO - Epoch [38][1620/1879] lr: 1.000e-02, eta: 1 day, 10:04:17, time: 0.931, data_time: 0.223, memory: 5168, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9849, loss: 1.9849 2020-06-18 16:28:04,802 - mmaction - INFO - Epoch [38][1640/1879] lr: 1.000e-02, eta: 1 day, 10:03:55, time: 1.024, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8702, loss: 1.8702 2020-06-18 16:28:20,826 - mmaction - INFO - Epoch [38][1660/1879] lr: 1.000e-02, eta: 1 day, 10:03:24, time: 0.798, data_time: 0.117, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8545, loss: 1.8545 2020-06-18 16:28:38,391 - mmaction - INFO - Epoch [38][1680/1879] lr: 1.000e-02, eta: 1 day, 10:02:56, time: 0.880, data_time: 0.161, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8187, loss_cls: 1.8344, loss: 1.8344 2020-06-18 16:29:01,037 - mmaction - INFO - Epoch [38][1700/1879] lr: 1.000e-02, eta: 1 day, 10:02:38, time: 1.133, data_time: 0.045, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8288, loss: 1.8288 2020-06-18 16:29:21,640 - mmaction - INFO - Epoch [38][1720/1879] lr: 1.000e-02, eta: 1 day, 10:02:16, time: 1.030, data_time: 0.001, memory: 5168, top1_acc: 0.4938, top5_acc: 0.8187, loss_cls: 1.8397, loss: 1.8397 2020-06-18 16:29:37,493 - mmaction - INFO - Epoch [38][1740/1879] lr: 1.000e-02, eta: 1 day, 10:01:45, time: 0.793, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4721, loss: 1.4721 2020-06-18 16:29:58,748 - mmaction - INFO - Epoch [38][1760/1879] lr: 1.000e-02, eta: 1 day, 10:01:25, time: 1.061, data_time: 0.000, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 2.0380, loss: 2.0380 2020-06-18 16:30:13,928 - mmaction - INFO - Epoch [38][1780/1879] lr: 1.000e-02, eta: 1 day, 10:00:52, time: 0.760, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4245, loss: 1.4245 2020-06-18 16:30:36,963 - mmaction - INFO - Epoch [38][1800/1879] lr: 1.000e-02, eta: 1 day, 10:00:35, time: 1.152, data_time: 0.003, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7000, loss: 1.7000 2020-06-18 16:30:55,431 - mmaction - INFO - Epoch [38][1820/1879] lr: 1.000e-02, eta: 1 day, 10:00:09, time: 0.923, data_time: 0.258, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7812, loss_cls: 1.8129, loss: 1.8129 2020-06-18 16:31:15,511 - mmaction - INFO - Epoch [38][1840/1879] lr: 1.000e-02, eta: 1 day, 9:59:46, time: 1.004, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.8201, loss: 1.8201 2020-06-18 16:31:37,354 - mmaction - INFO - Epoch [38][1860/1879] lr: 1.000e-02, eta: 1 day, 9:59:27, time: 1.092, data_time: 0.000, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9029, loss: 1.9029 2020-06-18 16:31:58,953 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-06-18 16:34:41,890 - mmaction - INFO - Epoch [39][20/1879] lr: 1.000e-02, eta: 1 day, 10:02:48, time: 8.099, data_time: 7.305, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.5306, loss: 1.5306 2020-06-18 16:35:31,605 - mmaction - INFO - Epoch [39][40/1879] lr: 1.000e-02, eta: 1 day, 10:03:24, time: 2.486, data_time: 0.204, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.8983, loss: 1.8983 2020-06-18 16:36:06,200 - mmaction - INFO - Epoch [39][60/1879] lr: 1.000e-02, eta: 1 day, 10:03:30, time: 1.729, data_time: 0.437, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9550, loss: 1.9550 2020-06-18 16:36:33,748 - mmaction - INFO - Epoch [39][80/1879] lr: 1.000e-02, eta: 1 day, 10:03:22, time: 1.379, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8491, loss: 1.8491 2020-06-18 16:36:48,418 - mmaction - INFO - Epoch [39][100/1879] lr: 1.000e-02, eta: 1 day, 10:02:48, time: 0.732, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.8143, loss: 1.8143 2020-06-18 16:37:13,157 - mmaction - INFO - Epoch [39][120/1879] lr: 1.000e-02, eta: 1 day, 10:02:34, time: 1.237, data_time: 0.489, memory: 5168, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0941, loss: 2.0941 2020-06-18 16:37:32,021 - mmaction - INFO - Epoch [39][140/1879] lr: 1.000e-02, eta: 1 day, 10:02:09, time: 0.944, data_time: 0.105, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9667, loss: 1.9667 2020-06-18 16:37:51,915 - mmaction - INFO - Epoch [39][160/1879] lr: 1.000e-02, eta: 1 day, 10:01:45, time: 0.995, data_time: 0.001, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.7781, loss: 1.7781 2020-06-18 16:38:09,601 - mmaction - INFO - Epoch [39][180/1879] lr: 1.000e-02, eta: 1 day, 10:01:18, time: 0.884, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.0902, loss: 2.0902 2020-06-18 16:38:34,495 - mmaction - INFO - Epoch [39][200/1879] lr: 1.000e-02, eta: 1 day, 10:01:04, time: 1.245, data_time: 0.058, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.7390, loss: 1.7390 2020-06-18 16:39:00,292 - mmaction - INFO - Epoch [39][220/1879] lr: 1.000e-02, eta: 1 day, 10:00:53, time: 1.289, data_time: 0.142, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8250, loss_cls: 1.7516, loss: 1.7516 2020-06-18 16:39:17,040 - mmaction - INFO - Epoch [39][240/1879] lr: 1.000e-02, eta: 1 day, 10:00:23, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8432, loss: 1.8432 2020-06-18 16:39:36,953 - mmaction - INFO - Epoch [39][260/1879] lr: 1.000e-02, eta: 1 day, 10:00:00, time: 0.995, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8050, loss: 1.8050 2020-06-18 16:39:52,144 - mmaction - INFO - Epoch [39][280/1879] lr: 1.000e-02, eta: 1 day, 9:59:27, time: 0.760, data_time: 0.136, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8875, loss_cls: 1.5473, loss: 1.5473 2020-06-18 16:40:09,038 - mmaction - INFO - Epoch [39][300/1879] lr: 1.000e-02, eta: 1 day, 9:58:58, time: 0.846, data_time: 0.011, memory: 5168, top1_acc: 0.6250, top5_acc: 0.7812, loss_cls: 1.7827, loss: 1.7827 2020-06-18 16:40:28,431 - mmaction - INFO - Epoch [39][320/1879] lr: 1.000e-02, eta: 1 day, 9:58:33, time: 0.968, data_time: 0.362, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7810, loss: 1.7810 2020-06-18 16:40:46,547 - mmaction - INFO - Epoch [39][340/1879] lr: 1.000e-02, eta: 1 day, 9:58:06, time: 0.908, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7345, loss: 1.7345 2020-06-18 16:41:05,817 - mmaction - INFO - Epoch [39][360/1879] lr: 1.000e-02, eta: 1 day, 9:57:42, time: 0.963, data_time: 0.127, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8472, loss: 1.8472 2020-06-18 16:41:25,623 - mmaction - INFO - Epoch [39][380/1879] lr: 1.000e-02, eta: 1 day, 9:57:18, time: 0.990, data_time: 0.401, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.8787, loss: 1.8787 2020-06-18 16:41:52,854 - mmaction - INFO - Epoch [39][400/1879] lr: 1.000e-02, eta: 1 day, 9:57:09, time: 1.359, data_time: 0.096, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7843, loss: 1.7843 2020-06-18 16:42:07,502 - mmaction - INFO - Epoch [39][420/1879] lr: 1.000e-02, eta: 1 day, 9:56:36, time: 0.735, data_time: 0.003, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8505, loss: 1.8505 2020-06-18 16:42:26,960 - mmaction - INFO - Epoch [39][440/1879] lr: 1.000e-02, eta: 1 day, 9:56:11, time: 0.971, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.4909, loss: 1.4909 2020-06-18 16:42:47,839 - mmaction - INFO - Epoch [39][460/1879] lr: 1.000e-02, eta: 1 day, 9:55:50, time: 1.045, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.5181, loss: 1.5181 2020-06-18 16:43:08,825 - mmaction - INFO - Epoch [39][480/1879] lr: 1.000e-02, eta: 1 day, 9:55:29, time: 1.049, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7746, loss: 1.7746 2020-06-18 16:43:27,896 - mmaction - INFO - Epoch [39][500/1879] lr: 1.000e-02, eta: 1 day, 9:55:04, time: 0.953, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.9419, loss: 1.9419 2020-06-18 16:43:41,689 - mmaction - INFO - Epoch [39][520/1879] lr: 1.000e-02, eta: 1 day, 9:54:28, time: 0.691, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8304, loss: 1.8304 2020-06-18 16:43:59,438 - mmaction - INFO - Epoch [39][540/1879] lr: 1.000e-02, eta: 1 day, 9:54:01, time: 0.887, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8273, loss: 1.8273 2020-06-18 16:44:16,035 - mmaction - INFO - Epoch [39][560/1879] lr: 1.000e-02, eta: 1 day, 9:53:31, time: 0.829, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5531, loss: 1.5531 2020-06-18 16:44:36,334 - mmaction - INFO - Epoch [39][580/1879] lr: 1.000e-02, eta: 1 day, 9:53:09, time: 1.015, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5948, loss: 1.5948 2020-06-18 16:44:55,579 - mmaction - INFO - Epoch [39][600/1879] lr: 1.000e-02, eta: 1 day, 9:52:44, time: 0.962, data_time: 0.356, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.7359, loss: 1.7359 2020-06-18 16:45:12,235 - mmaction - INFO - Epoch [39][620/1879] lr: 1.000e-02, eta: 1 day, 9:52:14, time: 0.833, data_time: 0.150, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9376, loss: 1.9376 2020-06-18 16:45:31,297 - mmaction - INFO - Epoch [39][640/1879] lr: 1.000e-02, eta: 1 day, 9:51:49, time: 0.953, data_time: 0.260, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 2.0653, loss: 2.0653 2020-06-18 16:45:49,764 - mmaction - INFO - Epoch [39][660/1879] lr: 1.000e-02, eta: 1 day, 9:51:23, time: 0.923, data_time: 0.076, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8430, loss: 1.8430 2020-06-18 16:46:16,816 - mmaction - INFO - Epoch [39][680/1879] lr: 1.000e-02, eta: 1 day, 9:51:14, time: 1.352, data_time: 0.599, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8121, loss: 1.8121 2020-06-18 16:46:32,188 - mmaction - INFO - Epoch [39][700/1879] lr: 1.000e-02, eta: 1 day, 9:50:42, time: 0.769, data_time: 0.404, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9878, loss: 1.9878 2020-06-18 16:46:50,176 - mmaction - INFO - Epoch [39][720/1879] lr: 1.000e-02, eta: 1 day, 9:50:15, time: 0.899, data_time: 0.142, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7124, loss: 1.7124 2020-06-18 16:47:07,074 - mmaction - INFO - Epoch [39][740/1879] lr: 1.000e-02, eta: 1 day, 9:49:46, time: 0.844, data_time: 0.338, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9102, loss: 1.9102 2020-06-18 16:47:23,121 - mmaction - INFO - Epoch [39][760/1879] lr: 1.000e-02, eta: 1 day, 9:49:15, time: 0.803, data_time: 0.002, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8492, loss: 1.8492 2020-06-18 16:47:46,100 - mmaction - INFO - Epoch [39][780/1879] lr: 1.000e-02, eta: 1 day, 9:48:58, time: 1.149, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.7239, loss: 1.7239 2020-06-18 16:48:05,777 - mmaction - INFO - Epoch [39][800/1879] lr: 1.000e-02, eta: 1 day, 9:48:34, time: 0.982, data_time: 0.226, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6733, loss: 1.6733 2020-06-18 16:48:24,698 - mmaction - INFO - Epoch [39][820/1879] lr: 1.000e-02, eta: 1 day, 9:48:09, time: 0.946, data_time: 0.003, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6547, loss: 1.6547 2020-06-18 16:48:40,031 - mmaction - INFO - Epoch [39][840/1879] lr: 1.000e-02, eta: 1 day, 9:47:36, time: 0.769, data_time: 0.214, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.4961, loss: 1.4961 2020-06-18 16:48:55,888 - mmaction - INFO - Epoch [39][860/1879] lr: 1.000e-02, eta: 1 day, 9:47:05, time: 0.793, data_time: 0.000, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8129, loss: 1.8129 2020-06-18 16:49:16,196 - mmaction - INFO - Epoch [39][880/1879] lr: 1.000e-02, eta: 1 day, 9:46:43, time: 1.015, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8370, loss: 1.8370 2020-06-18 16:49:31,852 - mmaction - INFO - Epoch [39][900/1879] lr: 1.000e-02, eta: 1 day, 9:46:11, time: 0.782, data_time: 0.001, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0779, loss: 2.0779 2020-06-18 16:49:52,272 - mmaction - INFO - Epoch [39][920/1879] lr: 1.000e-02, eta: 1 day, 9:45:49, time: 1.020, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.8436, loss: 1.8436 2020-06-18 16:50:13,522 - mmaction - INFO - Epoch [39][940/1879] lr: 1.000e-02, eta: 1 day, 9:45:28, time: 1.064, data_time: 0.002, memory: 5168, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 1.9330, loss: 1.9330 2020-06-18 16:50:31,758 - mmaction - INFO - Epoch [39][960/1879] lr: 1.000e-02, eta: 1 day, 9:45:02, time: 0.910, data_time: 0.001, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8313, loss_cls: 1.6681, loss: 1.6681 2020-06-18 16:50:53,300 - mmaction - INFO - Epoch [39][980/1879] lr: 1.000e-02, eta: 1 day, 9:44:42, time: 1.078, data_time: 0.223, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5246, loss: 1.5246 2020-06-18 16:51:13,299 - mmaction - INFO - Epoch [39][1000/1879] lr: 1.000e-02, eta: 1 day, 9:44:19, time: 1.001, data_time: 0.301, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9158, loss: 1.9158 2020-06-18 16:51:29,807 - mmaction - INFO - Epoch [39][1020/1879] lr: 1.000e-02, eta: 1 day, 9:43:49, time: 0.824, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4990, loss: 1.4990 2020-06-18 16:51:46,151 - mmaction - INFO - Epoch [39][1040/1879] lr: 1.000e-02, eta: 1 day, 9:43:19, time: 0.818, data_time: 0.164, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8222, loss: 1.8222 2020-06-18 16:52:05,849 - mmaction - INFO - Epoch [39][1060/1879] lr: 1.000e-02, eta: 1 day, 9:42:55, time: 0.984, data_time: 0.020, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4865, loss: 1.4865 2020-06-18 16:52:21,301 - mmaction - INFO - Epoch [39][1080/1879] lr: 1.000e-02, eta: 1 day, 9:42:23, time: 0.773, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7140, loss: 1.7140 2020-06-18 16:52:39,599 - mmaction - INFO - Epoch [39][1100/1879] lr: 1.000e-02, eta: 1 day, 9:41:57, time: 0.913, data_time: 0.000, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8842, loss: 1.8842 2020-06-18 16:53:00,345 - mmaction - INFO - Epoch [39][1120/1879] lr: 1.000e-02, eta: 1 day, 9:41:35, time: 1.039, data_time: 0.279, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.7099, loss: 1.7099 2020-06-18 16:53:19,366 - mmaction - INFO - Epoch [39][1140/1879] lr: 1.000e-02, eta: 1 day, 9:41:10, time: 0.950, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8381, loss: 1.8381 2020-06-18 16:53:35,590 - mmaction - INFO - Epoch [39][1160/1879] lr: 1.000e-02, eta: 1 day, 9:40:40, time: 0.812, data_time: 0.002, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7288, loss: 1.7288 2020-06-18 16:53:59,969 - mmaction - INFO - Epoch [39][1180/1879] lr: 1.000e-02, eta: 1 day, 9:40:26, time: 1.218, data_time: 0.385, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.8011, loss: 1.8011 2020-06-18 16:54:15,675 - mmaction - INFO - Epoch [39][1200/1879] lr: 1.000e-02, eta: 1 day, 9:39:54, time: 0.786, data_time: 0.016, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8077, loss: 1.8077 2020-06-18 16:54:34,901 - mmaction - INFO - Epoch [39][1220/1879] lr: 1.000e-02, eta: 1 day, 9:39:30, time: 0.959, data_time: 0.001, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1141, loss: 2.1141 2020-06-18 16:54:56,553 - mmaction - INFO - Epoch [39][1240/1879] lr: 1.000e-02, eta: 1 day, 9:39:10, time: 1.085, data_time: 0.273, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6645, loss: 1.6645 2020-06-18 16:55:18,640 - mmaction - INFO - Epoch [39][1260/1879] lr: 1.000e-02, eta: 1 day, 9:38:51, time: 1.104, data_time: 0.267, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.6255, loss: 1.6255 2020-06-18 16:55:40,720 - mmaction - INFO - Epoch [39][1280/1879] lr: 1.000e-02, eta: 1 day, 9:38:32, time: 1.104, data_time: 0.105, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.6193, loss: 1.6193 2020-06-18 16:56:03,711 - mmaction - INFO - Epoch [39][1300/1879] lr: 1.000e-02, eta: 1 day, 9:38:15, time: 1.150, data_time: 0.051, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7875, loss_cls: 1.8295, loss: 1.8295 2020-06-18 16:56:21,591 - mmaction - INFO - Epoch [39][1320/1879] lr: 1.000e-02, eta: 1 day, 9:37:48, time: 0.893, data_time: 0.070, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.6166, loss: 1.6166 2020-06-18 16:56:33,742 - mmaction - INFO - Epoch [39][1340/1879] lr: 1.000e-02, eta: 1 day, 9:37:09, time: 0.606, data_time: 0.059, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 2.0262, loss: 2.0262 2020-06-18 16:56:45,992 - mmaction - INFO - Epoch [39][1360/1879] lr: 1.000e-02, eta: 1 day, 9:36:32, time: 0.615, data_time: 0.003, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6299, loss: 1.6299 2020-06-18 16:57:02,915 - mmaction - INFO - Epoch [39][1380/1879] lr: 1.000e-02, eta: 1 day, 9:36:03, time: 0.846, data_time: 0.000, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.0930, loss: 2.0930 2020-06-18 16:57:21,141 - mmaction - INFO - Epoch [39][1400/1879] lr: 1.000e-02, eta: 1 day, 9:35:36, time: 0.911, data_time: 0.004, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7688, loss_cls: 1.8018, loss: 1.8018 2020-06-18 16:57:38,979 - mmaction - INFO - Epoch [39][1420/1879] lr: 1.000e-02, eta: 1 day, 9:35:09, time: 0.891, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8000, loss_cls: 1.6975, loss: 1.6975 2020-06-18 16:57:58,574 - mmaction - INFO - Epoch [39][1440/1879] lr: 1.000e-02, eta: 1 day, 9:34:45, time: 0.980, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.5161, loss: 1.5161 2020-06-18 16:58:20,220 - mmaction - INFO - Epoch [39][1460/1879] lr: 1.000e-02, eta: 1 day, 9:34:26, time: 1.082, data_time: 0.021, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7782, loss: 1.7782 2020-06-18 16:58:33,495 - mmaction - INFO - Epoch [39][1480/1879] lr: 1.000e-02, eta: 1 day, 9:33:50, time: 0.662, data_time: 0.040, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9299, loss: 1.9299 2020-06-18 16:58:49,934 - mmaction - INFO - Epoch [39][1500/1879] lr: 1.000e-02, eta: 1 day, 9:33:20, time: 0.823, data_time: 0.027, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.8895, loss: 1.8895 2020-06-18 16:59:12,179 - mmaction - INFO - Epoch [39][1520/1879] lr: 1.000e-02, eta: 1 day, 9:33:01, time: 1.113, data_time: 0.001, memory: 5168, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2278, loss: 2.2278 2020-06-18 16:59:32,587 - mmaction - INFO - Epoch [39][1540/1879] lr: 1.000e-02, eta: 1 day, 9:32:39, time: 1.021, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.6624, loss: 1.6624 2020-06-18 16:59:47,127 - mmaction - INFO - Epoch [39][1560/1879] lr: 1.000e-02, eta: 1 day, 9:32:06, time: 0.727, data_time: 0.105, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 1.9910, loss: 1.9910 2020-06-18 17:00:12,658 - mmaction - INFO - Epoch [39][1580/1879] lr: 1.000e-02, eta: 1 day, 9:31:53, time: 1.274, data_time: 0.340, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6773, loss: 1.6773 2020-06-18 17:00:25,787 - mmaction - INFO - Epoch [39][1600/1879] lr: 1.000e-02, eta: 1 day, 9:31:17, time: 0.659, data_time: 0.144, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9867, loss: 1.9867 2020-06-18 17:00:48,342 - mmaction - INFO - Epoch [39][1620/1879] lr: 1.000e-02, eta: 1 day, 9:30:59, time: 1.128, data_time: 0.440, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.6671, loss: 1.6671 2020-06-18 17:01:04,331 - mmaction - INFO - Epoch [39][1640/1879] lr: 1.000e-02, eta: 1 day, 9:30:28, time: 0.799, data_time: 0.333, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8375, loss_cls: 1.7491, loss: 1.7491 2020-06-18 17:01:25,431 - mmaction - INFO - Epoch [39][1660/1879] lr: 1.000e-02, eta: 1 day, 9:30:08, time: 1.055, data_time: 0.527, memory: 5168, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2289, loss: 2.2289 2020-06-18 17:01:42,864 - mmaction - INFO - Epoch [39][1680/1879] lr: 1.000e-02, eta: 1 day, 9:29:40, time: 0.870, data_time: 0.000, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.8419, loss: 1.8419 2020-06-18 17:02:04,673 - mmaction - INFO - Epoch [39][1700/1879] lr: 1.000e-02, eta: 1 day, 9:29:20, time: 1.091, data_time: 0.002, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9270, loss: 1.9270 2020-06-18 17:02:19,206 - mmaction - INFO - Epoch [39][1720/1879] lr: 1.000e-02, eta: 1 day, 9:28:47, time: 0.727, data_time: 0.017, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7883, loss: 1.7883 2020-06-18 17:02:37,071 - mmaction - INFO - Epoch [39][1740/1879] lr: 1.000e-02, eta: 1 day, 9:28:20, time: 0.894, data_time: 0.070, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.6072, loss: 1.6072 2020-06-18 17:02:49,880 - mmaction - INFO - Epoch [39][1760/1879] lr: 1.000e-02, eta: 1 day, 9:27:43, time: 0.641, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7714, loss: 1.7714 2020-06-18 17:03:03,542 - mmaction - INFO - Epoch [39][1780/1879] lr: 1.000e-02, eta: 1 day, 9:27:08, time: 0.683, data_time: 0.154, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.6919, loss: 1.6919 2020-06-18 17:03:19,720 - mmaction - INFO - Epoch [39][1800/1879] lr: 1.000e-02, eta: 1 day, 9:26:38, time: 0.809, data_time: 0.111, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6682, loss: 1.6682 2020-06-18 17:03:36,174 - mmaction - INFO - Epoch [39][1820/1879] lr: 1.000e-02, eta: 1 day, 9:26:08, time: 0.823, data_time: 0.104, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7125, loss_cls: 2.1563, loss: 2.1563 2020-06-18 17:03:56,636 - mmaction - INFO - Epoch [39][1840/1879] lr: 1.000e-02, eta: 1 day, 9:25:46, time: 1.023, data_time: 0.113, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.9170, loss: 1.9170 2020-06-18 17:04:17,711 - mmaction - INFO - Epoch [39][1860/1879] lr: 1.000e-02, eta: 1 day, 9:25:26, time: 1.053, data_time: 0.009, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.6158, loss: 1.6158 2020-06-18 17:04:38,699 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-06-18 17:07:28,511 - mmaction - INFO - Epoch [40][20/1879] lr: 1.000e-02, eta: 1 day, 9:28:49, time: 8.458, data_time: 5.941, memory: 5168, top1_acc: 0.6250, top5_acc: 0.7875, loss_cls: 1.7518, loss: 1.7518 2020-06-18 17:07:51,988 - mmaction - INFO - Epoch [40][40/1879] lr: 1.000e-02, eta: 1 day, 9:28:33, time: 1.174, data_time: 0.004, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.5775, loss: 1.5775 2020-06-18 17:08:12,705 - mmaction - INFO - Epoch [40][60/1879] lr: 1.000e-02, eta: 1 day, 9:28:11, time: 1.036, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.6246, loss: 1.6246 2020-06-18 17:08:38,811 - mmaction - INFO - Epoch [40][80/1879] lr: 1.000e-02, eta: 1 day, 9:27:59, time: 1.304, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6629, loss: 1.6629 2020-06-18 17:08:57,826 - mmaction - INFO - Epoch [40][100/1879] lr: 1.000e-02, eta: 1 day, 9:27:35, time: 0.952, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6543, loss: 1.6543 2020-06-18 17:09:15,826 - mmaction - INFO - Epoch [40][120/1879] lr: 1.000e-02, eta: 1 day, 9:27:08, time: 0.898, data_time: 0.138, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8011, loss: 1.8011 2020-06-18 17:09:33,803 - mmaction - INFO - Epoch [40][140/1879] lr: 1.000e-02, eta: 1 day, 9:26:41, time: 0.899, data_time: 0.043, memory: 5168, top1_acc: 0.6500, top5_acc: 0.7937, loss_cls: 1.6356, loss: 1.6356 2020-06-18 17:09:53,849 - mmaction - INFO - Epoch [40][160/1879] lr: 1.000e-02, eta: 1 day, 9:26:18, time: 1.004, data_time: 0.049, memory: 5168, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.7818, loss: 1.7818 2020-06-18 17:10:15,720 - mmaction - INFO - Epoch [40][180/1879] lr: 1.000e-02, eta: 1 day, 9:25:59, time: 1.093, data_time: 0.121, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.6210, loss: 1.6210 2020-06-18 17:10:36,674 - mmaction - INFO - Epoch [40][200/1879] lr: 1.000e-02, eta: 1 day, 9:25:37, time: 1.048, data_time: 0.267, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.7728, loss: 1.7728 2020-06-18 17:10:58,049 - mmaction - INFO - Epoch [40][220/1879] lr: 1.000e-02, eta: 1 day, 9:25:17, time: 1.069, data_time: 0.072, memory: 5168, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.6821, loss: 1.6821 2020-06-18 17:11:13,901 - mmaction - INFO - Epoch [40][240/1879] lr: 1.000e-02, eta: 1 day, 9:24:46, time: 0.793, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7485, loss: 1.7485 2020-06-18 17:11:33,272 - mmaction - INFO - Epoch [40][260/1879] lr: 1.000e-02, eta: 1 day, 9:24:22, time: 0.968, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6373, loss: 1.6373 2020-06-18 17:11:55,175 - mmaction - INFO - Epoch [40][280/1879] lr: 1.000e-02, eta: 1 day, 9:24:03, time: 1.095, data_time: 0.276, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5245, loss: 1.5245 2020-06-18 17:12:16,779 - mmaction - INFO - Epoch [40][300/1879] lr: 1.000e-02, eta: 1 day, 9:23:43, time: 1.080, data_time: 0.112, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7688, loss_cls: 1.7031, loss: 1.7031 2020-06-18 17:12:39,634 - mmaction - INFO - Epoch [40][320/1879] lr: 1.000e-02, eta: 1 day, 9:23:25, time: 1.143, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9265, loss: 1.9265 2020-06-18 17:12:59,551 - mmaction - INFO - Epoch [40][340/1879] lr: 1.000e-02, eta: 1 day, 9:23:02, time: 0.996, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.6603, loss: 1.6603 2020-06-18 17:13:27,083 - mmaction - INFO - Epoch [40][360/1879] lr: 1.000e-02, eta: 1 day, 9:22:53, time: 1.376, data_time: 0.057, memory: 5168, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1863, loss: 2.1863 2020-06-18 17:13:41,776 - mmaction - INFO - Epoch [40][380/1879] lr: 1.000e-02, eta: 1 day, 9:22:20, time: 0.735, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.7825, loss: 1.7825 2020-06-18 17:14:02,110 - mmaction - INFO - Epoch [40][400/1879] lr: 1.000e-02, eta: 1 day, 9:21:58, time: 1.017, data_time: 0.016, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8000, loss_cls: 1.7644, loss: 1.7644 2020-06-18 17:14:17,869 - mmaction - INFO - Epoch [40][420/1879] lr: 1.000e-02, eta: 1 day, 9:21:27, time: 0.787, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7416, loss: 1.7416 2020-06-18 17:14:38,279 - mmaction - INFO - Epoch [40][440/1879] lr: 1.000e-02, eta: 1 day, 9:21:05, time: 1.022, data_time: 0.002, memory: 5168, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 1.8507, loss: 1.8507 2020-06-18 17:14:53,481 - mmaction - INFO - Epoch [40][460/1879] lr: 1.000e-02, eta: 1 day, 9:20:33, time: 0.760, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8776, loss: 1.8776 2020-06-18 17:15:12,791 - mmaction - INFO - Epoch [40][480/1879] lr: 1.000e-02, eta: 1 day, 9:20:08, time: 0.966, data_time: 0.206, memory: 5168, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.1705, loss: 2.1705 2020-06-18 17:15:30,583 - mmaction - INFO - Epoch [40][500/1879] lr: 1.000e-02, eta: 1 day, 9:19:41, time: 0.888, data_time: 0.002, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9266, loss: 1.9266 2020-06-18 17:15:48,923 - mmaction - INFO - Epoch [40][520/1879] lr: 1.000e-02, eta: 1 day, 9:19:15, time: 0.917, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0486, loss: 2.0486 2020-06-18 17:16:02,419 - mmaction - INFO - Epoch [40][540/1879] lr: 1.000e-02, eta: 1 day, 9:18:40, time: 0.676, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7937, loss_cls: 1.7370, loss: 1.7370 2020-06-18 17:16:20,172 - mmaction - INFO - Epoch [40][560/1879] lr: 1.000e-02, eta: 1 day, 9:18:13, time: 0.888, data_time: 0.032, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.7230, loss: 1.7230 2020-06-18 17:16:42,199 - mmaction - INFO - Epoch [40][580/1879] lr: 1.000e-02, eta: 1 day, 9:17:54, time: 1.101, data_time: 0.264, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9473, loss: 1.9473 2020-06-18 17:17:01,178 - mmaction - INFO - Epoch [40][600/1879] lr: 1.000e-02, eta: 1 day, 9:17:29, time: 0.949, data_time: 0.033, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8045, loss: 1.8045 2020-06-18 17:17:14,649 - mmaction - INFO - Epoch [40][620/1879] lr: 1.000e-02, eta: 1 day, 9:16:54, time: 0.673, data_time: 0.024, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7324, loss: 1.7324 2020-06-18 17:17:34,612 - mmaction - INFO - Epoch [40][640/1879] lr: 1.000e-02, eta: 1 day, 9:16:31, time: 0.998, data_time: 0.242, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7562, loss_cls: 1.9944, loss: 1.9944 2020-06-18 17:17:54,317 - mmaction - INFO - Epoch [40][660/1879] lr: 1.000e-02, eta: 1 day, 9:16:07, time: 0.986, data_time: 0.000, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.8932, loss: 1.8932 2020-06-18 17:18:14,513 - mmaction - INFO - Epoch [40][680/1879] lr: 1.000e-02, eta: 1 day, 9:15:44, time: 1.008, data_time: 0.398, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8685, loss: 1.8685 2020-06-18 17:18:29,157 - mmaction - INFO - Epoch [40][700/1879] lr: 1.000e-02, eta: 1 day, 9:15:12, time: 0.732, data_time: 0.043, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7568, loss: 1.7568 2020-06-18 17:18:46,399 - mmaction - INFO - Epoch [40][720/1879] lr: 1.000e-02, eta: 1 day, 9:14:43, time: 0.863, data_time: 0.155, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.7963, loss: 1.7963 2020-06-18 17:19:04,694 - mmaction - INFO - Epoch [40][740/1879] lr: 1.000e-02, eta: 1 day, 9:14:17, time: 0.915, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.9090, loss: 1.9090 2020-06-18 17:19:27,773 - mmaction - INFO - Epoch [40][760/1879] lr: 1.000e-02, eta: 1 day, 9:14:00, time: 1.154, data_time: 0.368, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6803, loss: 1.6803 2020-06-18 17:19:42,414 - mmaction - INFO - Epoch [40][780/1879] lr: 1.000e-02, eta: 1 day, 9:13:27, time: 0.733, data_time: 0.032, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7125, loss_cls: 2.1903, loss: 2.1903 2020-06-18 17:20:00,239 - mmaction - INFO - Epoch [40][800/1879] lr: 1.000e-02, eta: 1 day, 9:13:00, time: 0.891, data_time: 0.079, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5866, loss: 1.5866 2020-06-18 17:20:16,816 - mmaction - INFO - Epoch [40][820/1879] lr: 1.000e-02, eta: 1 day, 9:12:31, time: 0.827, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 2.0131, loss: 2.0131 2020-06-18 17:20:34,481 - mmaction - INFO - Epoch [40][840/1879] lr: 1.000e-02, eta: 1 day, 9:12:04, time: 0.883, data_time: 0.150, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6311, loss: 1.6311 2020-06-18 17:20:51,768 - mmaction - INFO - Epoch [40][860/1879] lr: 1.000e-02, eta: 1 day, 9:11:36, time: 0.865, data_time: 0.239, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8681, loss: 1.8681 2020-06-18 17:21:13,197 - mmaction - INFO - Epoch [40][880/1879] lr: 1.000e-02, eta: 1 day, 9:11:16, time: 1.072, data_time: 0.001, memory: 5168, top1_acc: 0.5188, top5_acc: 0.8125, loss_cls: 1.8574, loss: 1.8574 2020-06-18 17:21:29,845 - mmaction - INFO - Epoch [40][900/1879] lr: 1.000e-02, eta: 1 day, 9:10:46, time: 0.832, data_time: 0.042, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6348, loss: 1.6348 2020-06-18 17:21:49,567 - mmaction - INFO - Epoch [40][920/1879] lr: 1.000e-02, eta: 1 day, 9:10:23, time: 0.986, data_time: 0.233, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.7881, loss: 1.7881 2020-06-18 17:22:14,832 - mmaction - INFO - Epoch [40][940/1879] lr: 1.000e-02, eta: 1 day, 9:10:10, time: 1.265, data_time: 0.309, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7371, loss: 1.7371 2020-06-18 17:22:30,030 - mmaction - INFO - Epoch [40][960/1879] lr: 1.000e-02, eta: 1 day, 9:09:38, time: 0.758, data_time: 0.047, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5595, loss: 1.5595 2020-06-18 17:22:45,660 - mmaction - INFO - Epoch [40][980/1879] lr: 1.000e-02, eta: 1 day, 9:09:07, time: 0.783, data_time: 0.134, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8215, loss: 1.8215 2020-06-18 17:23:01,597 - mmaction - INFO - Epoch [40][1000/1879] lr: 1.000e-02, eta: 1 day, 9:08:37, time: 0.796, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7625, loss: 1.7625 2020-06-18 17:23:17,560 - mmaction - INFO - Epoch [40][1020/1879] lr: 1.000e-02, eta: 1 day, 9:08:06, time: 0.798, data_time: 0.182, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7036, loss: 1.7036 2020-06-18 17:23:34,035 - mmaction - INFO - Epoch [40][1040/1879] lr: 1.000e-02, eta: 1 day, 9:07:37, time: 0.824, data_time: 0.093, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.8880, loss: 1.8880 2020-06-18 17:23:51,678 - mmaction - INFO - Epoch [40][1060/1879] lr: 1.000e-02, eta: 1 day, 9:07:10, time: 0.883, data_time: 0.087, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8100, loss: 1.8100 2020-06-18 17:24:11,494 - mmaction - INFO - Epoch [40][1080/1879] lr: 1.000e-02, eta: 1 day, 9:06:46, time: 0.990, data_time: 0.026, memory: 5168, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9371, loss: 1.9371 2020-06-18 17:24:29,089 - mmaction - INFO - Epoch [40][1100/1879] lr: 1.000e-02, eta: 1 day, 9:06:19, time: 0.880, data_time: 0.035, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7621, loss: 1.7621 2020-06-18 17:24:51,448 - mmaction - INFO - Epoch [40][1120/1879] lr: 1.000e-02, eta: 1 day, 9:06:01, time: 1.117, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.7435, loss: 1.7435 2020-06-18 17:25:05,730 - mmaction - INFO - Epoch [40][1140/1879] lr: 1.000e-02, eta: 1 day, 9:05:27, time: 0.714, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6030, loss: 1.6030 2020-06-18 17:25:22,857 - mmaction - INFO - Epoch [40][1160/1879] lr: 1.000e-02, eta: 1 day, 9:04:59, time: 0.857, data_time: 0.113, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4852, loss: 1.4852 2020-06-18 17:25:38,758 - mmaction - INFO - Epoch [40][1180/1879] lr: 1.000e-02, eta: 1 day, 9:04:29, time: 0.795, data_time: 0.010, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7125, loss_cls: 1.9638, loss: 1.9638 2020-06-18 17:25:53,625 - mmaction - INFO - Epoch [40][1200/1879] lr: 1.000e-02, eta: 1 day, 9:03:56, time: 0.741, data_time: 0.001, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8667, loss: 1.8667 2020-06-18 17:26:10,874 - mmaction - INFO - Epoch [40][1220/1879] lr: 1.000e-02, eta: 1 day, 9:03:28, time: 0.864, data_time: 0.025, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9083, loss: 1.9083 2020-06-18 17:26:27,432 - mmaction - INFO - Epoch [40][1240/1879] lr: 1.000e-02, eta: 1 day, 9:02:59, time: 0.829, data_time: 0.053, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7812, loss_cls: 1.6546, loss: 1.6546 2020-06-18 17:26:44,639 - mmaction - INFO - Epoch [40][1260/1879] lr: 1.000e-02, eta: 1 day, 9:02:31, time: 0.859, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6613, loss: 1.6613 2020-06-18 17:26:58,681 - mmaction - INFO - Epoch [40][1280/1879] lr: 1.000e-02, eta: 1 day, 9:01:58, time: 0.704, data_time: 0.005, memory: 5168, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.8988, loss: 1.8988 2020-06-18 17:27:14,150 - mmaction - INFO - Epoch [40][1300/1879] lr: 1.000e-02, eta: 1 day, 9:01:26, time: 0.774, data_time: 0.031, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.8561, loss: 1.8561 2020-06-18 17:27:28,950 - mmaction - INFO - Epoch [40][1320/1879] lr: 1.000e-02, eta: 1 day, 9:00:54, time: 0.738, data_time: 0.124, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.8291, loss: 1.8291 2020-06-18 17:27:48,130 - mmaction - INFO - Epoch [40][1340/1879] lr: 1.000e-02, eta: 1 day, 9:00:30, time: 0.960, data_time: 0.216, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5455, loss: 1.5455 2020-06-18 17:28:12,319 - mmaction - INFO - Epoch [40][1360/1879] lr: 1.000e-02, eta: 1 day, 9:00:15, time: 1.211, data_time: 0.002, memory: 5168, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8647, loss: 1.8647 2020-06-18 17:28:29,887 - mmaction - INFO - Epoch [40][1380/1879] lr: 1.000e-02, eta: 1 day, 8:59:47, time: 0.878, data_time: 0.001, memory: 5168, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0346, loss: 2.0346 2020-06-18 17:28:48,348 - mmaction - INFO - Epoch [40][1400/1879] lr: 1.000e-02, eta: 1 day, 8:59:22, time: 0.924, data_time: 0.171, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7937, loss_cls: 1.7322, loss: 1.7322 2020-06-18 17:29:11,018 - mmaction - INFO - Epoch [40][1420/1879] lr: 1.000e-02, eta: 1 day, 8:59:04, time: 1.133, data_time: 0.198, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8804, loss: 1.8804 2020-06-18 17:29:27,190 - mmaction - INFO - Epoch [40][1440/1879] lr: 1.000e-02, eta: 1 day, 8:58:34, time: 0.807, data_time: 0.023, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.9398, loss: 1.9398 2020-06-18 17:29:44,054 - mmaction - INFO - Epoch [40][1460/1879] lr: 1.000e-02, eta: 1 day, 8:58:06, time: 0.844, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5298, loss: 1.5298 2020-06-18 17:29:57,702 - mmaction - INFO - Epoch [40][1480/1879] lr: 1.000e-02, eta: 1 day, 8:57:31, time: 0.681, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8467, loss: 1.8467 2020-06-18 17:30:11,505 - mmaction - INFO - Epoch [40][1500/1879] lr: 1.000e-02, eta: 1 day, 8:56:57, time: 0.692, data_time: 0.002, memory: 5168, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 2.0701, loss: 2.0701 2020-06-18 17:30:27,442 - mmaction - INFO - Epoch [40][1520/1879] lr: 1.000e-02, eta: 1 day, 8:56:27, time: 0.797, data_time: 0.038, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8544, loss: 1.8544 2020-06-18 17:30:41,601 - mmaction - INFO - Epoch [40][1540/1879] lr: 1.000e-02, eta: 1 day, 8:55:53, time: 0.708, data_time: 0.062, memory: 5168, top1_acc: 0.5625, top5_acc: 0.7500, loss_cls: 1.8614, loss: 1.8614 2020-06-18 17:31:01,423 - mmaction - INFO - Epoch [40][1560/1879] lr: 1.000e-02, eta: 1 day, 8:55:30, time: 0.990, data_time: 0.096, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8105, loss: 1.8105 2020-06-18 17:31:18,487 - mmaction - INFO - Epoch [40][1580/1879] lr: 1.000e-02, eta: 1 day, 8:55:02, time: 0.853, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5109, loss: 1.5109 2020-06-18 17:31:36,215 - mmaction - INFO - Epoch [40][1600/1879] lr: 1.000e-02, eta: 1 day, 8:54:35, time: 0.888, data_time: 0.061, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9829, loss: 1.9829 2020-06-18 17:31:54,572 - mmaction - INFO - Epoch [40][1620/1879] lr: 1.000e-02, eta: 1 day, 8:54:09, time: 0.918, data_time: 0.257, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7375, loss_cls: 1.9939, loss: 1.9939 2020-06-18 17:32:12,926 - mmaction - INFO - Epoch [40][1640/1879] lr: 1.000e-02, eta: 1 day, 8:53:44, time: 0.917, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8578, loss: 1.8578 2020-06-18 17:32:26,341 - mmaction - INFO - Epoch [40][1660/1879] lr: 1.000e-02, eta: 1 day, 8:53:09, time: 0.671, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.7014, loss: 1.7014 2020-06-18 17:32:43,531 - mmaction - INFO - Epoch [40][1680/1879] lr: 1.000e-02, eta: 1 day, 8:52:41, time: 0.860, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6633, loss: 1.6633 2020-06-18 17:33:02,332 - mmaction - INFO - Epoch [40][1700/1879] lr: 1.000e-02, eta: 1 day, 8:52:16, time: 0.940, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.7357, loss: 1.7357 2020-06-18 17:33:22,677 - mmaction - INFO - Epoch [40][1720/1879] lr: 1.000e-02, eta: 1 day, 8:51:54, time: 1.017, data_time: 0.260, memory: 5168, top1_acc: 0.5375, top5_acc: 0.8313, loss_cls: 1.6602, loss: 1.6602 2020-06-18 17:33:41,809 - mmaction - INFO - Epoch [40][1740/1879] lr: 1.000e-02, eta: 1 day, 8:51:30, time: 0.954, data_time: 0.295, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6697, loss: 1.6697 2020-06-18 17:33:59,995 - mmaction - INFO - Epoch [40][1760/1879] lr: 1.000e-02, eta: 1 day, 8:51:04, time: 0.912, data_time: 0.235, memory: 5168, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.8267, loss: 1.8267 2020-06-18 17:34:12,017 - mmaction - INFO - Epoch [40][1780/1879] lr: 1.000e-02, eta: 1 day, 8:50:27, time: 0.600, data_time: 0.000, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 2.0221, loss: 2.0221 2020-06-18 17:34:29,942 - mmaction - INFO - Epoch [40][1800/1879] lr: 1.000e-02, eta: 1 day, 8:50:00, time: 0.897, data_time: 0.001, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.7999, loss: 1.7999 2020-06-18 17:34:48,550 - mmaction - INFO - Epoch [40][1820/1879] lr: 1.000e-02, eta: 1 day, 8:49:35, time: 0.930, data_time: 0.001, memory: 5168, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9830, loss: 1.9830 2020-06-18 17:35:07,332 - mmaction - INFO - Epoch [40][1840/1879] lr: 1.000e-02, eta: 1 day, 8:49:10, time: 0.940, data_time: 0.268, memory: 5168, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9015, loss: 1.9015 2020-06-18 17:35:25,487 - mmaction - INFO - Epoch [40][1860/1879] lr: 1.000e-02, eta: 1 day, 8:48:44, time: 0.908, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3905, loss: 1.3905 2020-06-18 17:35:48,179 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-06-18 17:38:45,251 - mmaction - INFO - Epoch [41][20/1879] lr: 1.000e-03, eta: 1 day, 8:52:10, time: 8.829, data_time: 6.304, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4317, loss: 1.4317 2020-06-18 17:39:31,482 - mmaction - INFO - Epoch [41][40/1879] lr: 1.000e-03, eta: 1 day, 8:52:35, time: 2.312, data_time: 0.007, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4150, loss: 1.4150 2020-06-18 17:40:16,354 - mmaction - INFO - Epoch [41][60/1879] lr: 1.000e-03, eta: 1 day, 8:52:57, time: 2.243, data_time: 0.275, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4278, loss: 1.4278 2020-06-18 17:40:52,940 - mmaction - INFO - Epoch [41][80/1879] lr: 1.000e-03, eta: 1 day, 8:53:04, time: 1.829, data_time: 0.014, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.5461, loss: 1.5461 2020-06-18 17:41:16,342 - mmaction - INFO - Epoch [41][100/1879] lr: 1.000e-03, eta: 1 day, 8:52:47, time: 1.168, data_time: 0.319, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5450, loss: 1.5450 2020-06-18 17:41:41,414 - mmaction - INFO - Epoch [41][120/1879] lr: 1.000e-03, eta: 1 day, 8:52:34, time: 1.255, data_time: 0.036, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7688, loss_cls: 1.7075, loss: 1.7075 2020-06-18 17:41:57,298 - mmaction - INFO - Epoch [41][140/1879] lr: 1.000e-03, eta: 1 day, 8:52:03, time: 0.794, data_time: 0.115, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7890, loss: 1.7890 2020-06-18 17:42:16,068 - mmaction - INFO - Epoch [41][160/1879] lr: 1.000e-03, eta: 1 day, 8:51:38, time: 0.937, data_time: 0.149, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4372, loss: 1.4372 2020-06-18 17:42:35,697 - mmaction - INFO - Epoch [41][180/1879] lr: 1.000e-03, eta: 1 day, 8:51:15, time: 0.983, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4701, loss: 1.4701 2020-06-18 17:42:56,896 - mmaction - INFO - Epoch [41][200/1879] lr: 1.000e-03, eta: 1 day, 8:50:54, time: 1.060, data_time: 0.023, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.4538, loss: 1.4538 2020-06-18 17:43:10,843 - mmaction - INFO - Epoch [41][220/1879] lr: 1.000e-03, eta: 1 day, 8:50:20, time: 0.696, data_time: 0.040, memory: 5168, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9866, loss: 1.9866 2020-06-18 17:43:28,388 - mmaction - INFO - Epoch [41][240/1879] lr: 1.000e-03, eta: 1 day, 8:49:53, time: 0.878, data_time: 0.014, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6484, loss: 1.6484 2020-06-18 17:43:48,816 - mmaction - INFO - Epoch [41][260/1879] lr: 1.000e-03, eta: 1 day, 8:49:31, time: 1.021, data_time: 0.166, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8524, loss: 1.8524 2020-06-18 17:44:04,262 - mmaction - INFO - Epoch [41][280/1879] lr: 1.000e-03, eta: 1 day, 8:49:00, time: 0.773, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.3407, loss: 1.3407 2020-06-18 17:44:22,236 - mmaction - INFO - Epoch [41][300/1879] lr: 1.000e-03, eta: 1 day, 8:48:33, time: 0.899, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.6106, loss: 1.6106 2020-06-18 17:44:43,067 - mmaction - INFO - Epoch [41][320/1879] lr: 1.000e-03, eta: 1 day, 8:48:12, time: 1.041, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3878, loss: 1.3878 2020-06-18 17:45:00,547 - mmaction - INFO - Epoch [41][340/1879] lr: 1.000e-03, eta: 1 day, 8:47:45, time: 0.873, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.3392, loss: 1.3392 2020-06-18 17:45:24,686 - mmaction - INFO - Epoch [41][360/1879] lr: 1.000e-03, eta: 1 day, 8:47:29, time: 1.208, data_time: 0.135, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5366, loss: 1.5366 2020-06-18 17:45:47,921 - mmaction - INFO - Epoch [41][380/1879] lr: 1.000e-03, eta: 1 day, 8:47:12, time: 1.161, data_time: 0.319, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6655, loss: 1.6655 2020-06-18 17:46:10,949 - mmaction - INFO - Epoch [41][400/1879] lr: 1.000e-03, eta: 1 day, 8:46:55, time: 1.152, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.5444, loss: 1.5444 2020-06-18 17:46:37,411 - mmaction - INFO - Epoch [41][420/1879] lr: 1.000e-03, eta: 1 day, 8:46:44, time: 1.323, data_time: 0.170, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5477, loss: 1.5477 2020-06-18 17:46:55,179 - mmaction - INFO - Epoch [41][440/1879] lr: 1.000e-03, eta: 1 day, 8:46:17, time: 0.888, data_time: 0.030, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4789, loss: 1.4789 2020-06-18 17:47:10,660 - mmaction - INFO - Epoch [41][460/1879] lr: 1.000e-03, eta: 1 day, 8:45:46, time: 0.774, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7891, loss: 1.7891 2020-06-18 17:47:32,479 - mmaction - INFO - Epoch [41][480/1879] lr: 1.000e-03, eta: 1 day, 8:45:26, time: 1.091, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3156, loss: 1.3156 2020-06-18 17:47:50,956 - mmaction - INFO - Epoch [41][500/1879] lr: 1.000e-03, eta: 1 day, 8:45:01, time: 0.924, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4162, loss: 1.4162 2020-06-18 17:48:12,043 - mmaction - INFO - Epoch [41][520/1879] lr: 1.000e-03, eta: 1 day, 8:44:40, time: 1.053, data_time: 0.157, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4860, loss: 1.4860 2020-06-18 17:48:31,786 - mmaction - INFO - Epoch [41][540/1879] lr: 1.000e-03, eta: 1 day, 8:44:17, time: 0.988, data_time: 0.034, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4938, loss: 1.4938 2020-06-18 17:48:51,590 - mmaction - INFO - Epoch [41][560/1879] lr: 1.000e-03, eta: 1 day, 8:43:54, time: 0.990, data_time: 0.172, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.4427, loss: 1.4427 2020-06-18 17:49:07,612 - mmaction - INFO - Epoch [41][580/1879] lr: 1.000e-03, eta: 1 day, 8:43:24, time: 0.802, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5257, loss: 1.5257 2020-06-18 17:49:30,946 - mmaction - INFO - Epoch [41][600/1879] lr: 1.000e-03, eta: 1 day, 8:43:07, time: 1.167, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6526, loss: 1.6526 2020-06-18 17:49:56,227 - mmaction - INFO - Epoch [41][620/1879] lr: 1.000e-03, eta: 1 day, 8:42:53, time: 1.264, data_time: 0.131, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4251, loss: 1.4251 2020-06-18 17:50:20,659 - mmaction - INFO - Epoch [41][640/1879] lr: 1.000e-03, eta: 1 day, 8:42:39, time: 1.222, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6335, loss: 1.6335 2020-06-18 17:50:36,414 - mmaction - INFO - Epoch [41][660/1879] lr: 1.000e-03, eta: 1 day, 8:42:08, time: 0.788, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5152, loss: 1.5152 2020-06-18 17:50:58,975 - mmaction - INFO - Epoch [41][680/1879] lr: 1.000e-03, eta: 1 day, 8:41:50, time: 1.128, data_time: 0.155, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.6857, loss: 1.6857 2020-06-18 17:51:18,185 - mmaction - INFO - Epoch [41][700/1879] lr: 1.000e-03, eta: 1 day, 8:41:26, time: 0.960, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.4916, loss: 1.4916 2020-06-18 17:51:30,904 - mmaction - INFO - Epoch [41][720/1879] lr: 1.000e-03, eta: 1 day, 8:40:50, time: 0.635, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8875, loss_cls: 1.2735, loss: 1.2735 2020-06-18 17:51:44,737 - mmaction - INFO - Epoch [41][740/1879] lr: 1.000e-03, eta: 1 day, 8:40:16, time: 0.693, data_time: 0.024, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3301, loss: 1.3301 2020-06-18 17:52:01,613 - mmaction - INFO - Epoch [41][760/1879] lr: 1.000e-03, eta: 1 day, 8:39:48, time: 0.844, data_time: 0.190, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8063, loss_cls: 1.5307, loss: 1.5307 2020-06-18 17:52:16,081 - mmaction - INFO - Epoch [41][780/1879] lr: 1.000e-03, eta: 1 day, 8:39:15, time: 0.723, data_time: 0.084, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.3941, loss: 1.3941 2020-06-18 17:52:34,963 - mmaction - INFO - Epoch [41][800/1879] lr: 1.000e-03, eta: 1 day, 8:38:50, time: 0.944, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6508, loss: 1.6508 2020-06-18 17:52:56,014 - mmaction - INFO - Epoch [41][820/1879] lr: 1.000e-03, eta: 1 day, 8:38:29, time: 1.052, data_time: 0.444, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8473, loss: 1.8473 2020-06-18 17:53:16,433 - mmaction - INFO - Epoch [41][840/1879] lr: 1.000e-03, eta: 1 day, 8:38:07, time: 1.021, data_time: 0.229, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.5023, loss: 1.5023 2020-06-18 17:53:38,162 - mmaction - INFO - Epoch [41][860/1879] lr: 1.000e-03, eta: 1 day, 8:37:48, time: 1.086, data_time: 0.015, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4661, loss: 1.4661 2020-06-18 17:53:56,245 - mmaction - INFO - Epoch [41][880/1879] lr: 1.000e-03, eta: 1 day, 8:37:21, time: 0.904, data_time: 0.048, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2885, loss: 1.2885 2020-06-18 17:54:16,655 - mmaction - INFO - Epoch [41][900/1879] lr: 1.000e-03, eta: 1 day, 8:36:59, time: 1.021, data_time: 0.210, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4744, loss: 1.4744 2020-06-18 17:54:36,549 - mmaction - INFO - Epoch [41][920/1879] lr: 1.000e-03, eta: 1 day, 8:36:36, time: 0.995, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5770, loss: 1.5770 2020-06-18 17:54:56,375 - mmaction - INFO - Epoch [41][940/1879] lr: 1.000e-03, eta: 1 day, 8:36:13, time: 0.991, data_time: 0.131, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.4771, loss: 1.4771 2020-06-18 17:55:17,803 - mmaction - INFO - Epoch [41][960/1879] lr: 1.000e-03, eta: 1 day, 8:35:53, time: 1.070, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5935, loss: 1.5935 2020-06-18 17:55:38,559 - mmaction - INFO - Epoch [41][980/1879] lr: 1.000e-03, eta: 1 day, 8:35:32, time: 1.039, data_time: 0.004, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6465, loss: 1.6465 2020-06-18 17:56:00,401 - mmaction - INFO - Epoch [41][1000/1879] lr: 1.000e-03, eta: 1 day, 8:35:12, time: 1.091, data_time: 0.119, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6195, loss: 1.6195 2020-06-18 17:56:23,665 - mmaction - INFO - Epoch [41][1020/1879] lr: 1.000e-03, eta: 1 day, 8:34:55, time: 1.165, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5551, loss: 1.5551 2020-06-18 17:56:43,409 - mmaction - INFO - Epoch [41][1040/1879] lr: 1.000e-03, eta: 1 day, 8:34:32, time: 0.987, data_time: 0.269, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7688, loss_cls: 1.6798, loss: 1.6798 2020-06-18 17:57:04,910 - mmaction - INFO - Epoch [41][1060/1879] lr: 1.000e-03, eta: 1 day, 8:34:12, time: 1.074, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4833, loss: 1.4833 2020-06-18 17:57:28,515 - mmaction - INFO - Epoch [41][1080/1879] lr: 1.000e-03, eta: 1 day, 8:33:55, time: 1.179, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.4204, loss: 1.4204 2020-06-18 17:57:49,399 - mmaction - INFO - Epoch [41][1100/1879] lr: 1.000e-03, eta: 1 day, 8:33:34, time: 1.045, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5327, loss: 1.5327 2020-06-18 17:58:08,196 - mmaction - INFO - Epoch [41][1120/1879] lr: 1.000e-03, eta: 1 day, 8:33:09, time: 0.940, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3824, loss: 1.3824 2020-06-18 17:58:23,331 - mmaction - INFO - Epoch [41][1140/1879] lr: 1.000e-03, eta: 1 day, 8:32:38, time: 0.757, data_time: 0.188, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6850, loss: 1.6850 2020-06-18 17:58:45,825 - mmaction - INFO - Epoch [41][1160/1879] lr: 1.000e-03, eta: 1 day, 8:32:20, time: 1.124, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8688, loss_cls: 1.4600, loss: 1.4600 2020-06-18 17:58:59,830 - mmaction - INFO - Epoch [41][1180/1879] lr: 1.000e-03, eta: 1 day, 8:31:46, time: 0.700, data_time: 0.169, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8063, loss_cls: 1.4623, loss: 1.4623 2020-06-18 17:59:22,279 - mmaction - INFO - Epoch [41][1200/1879] lr: 1.000e-03, eta: 1 day, 8:31:28, time: 1.122, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7937, loss_cls: 1.5725, loss: 1.5725 2020-06-18 17:59:41,077 - mmaction - INFO - Epoch [41][1220/1879] lr: 1.000e-03, eta: 1 day, 8:31:03, time: 0.939, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.5214, loss: 1.5214 2020-06-18 17:59:59,486 - mmaction - INFO - Epoch [41][1240/1879] lr: 1.000e-03, eta: 1 day, 8:30:38, time: 0.922, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3276, loss: 1.3276 2020-06-18 18:00:24,945 - mmaction - INFO - Epoch [41][1260/1879] lr: 1.000e-03, eta: 1 day, 8:30:24, time: 1.270, data_time: 0.603, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4175, loss: 1.4175 2020-06-18 18:00:58,244 - mmaction - INFO - Epoch [41][1280/1879] lr: 1.000e-03, eta: 1 day, 8:30:25, time: 1.668, data_time: 0.116, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4089, loss: 1.4089 2020-06-18 18:01:19,116 - mmaction - INFO - Epoch [41][1300/1879] lr: 1.000e-03, eta: 1 day, 8:30:04, time: 1.043, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2414, loss: 1.2414 2020-06-18 18:01:36,430 - mmaction - INFO - Epoch [41][1320/1879] lr: 1.000e-03, eta: 1 day, 8:29:36, time: 0.866, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7937, loss_cls: 1.6064, loss: 1.6064 2020-06-18 18:01:53,838 - mmaction - INFO - Epoch [41][1340/1879] lr: 1.000e-03, eta: 1 day, 8:29:09, time: 0.871, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.5731, loss: 1.5731 2020-06-18 18:02:08,361 - mmaction - INFO - Epoch [41][1360/1879] lr: 1.000e-03, eta: 1 day, 8:28:37, time: 0.726, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.7570, loss: 1.7570 2020-06-18 18:02:21,847 - mmaction - INFO - Epoch [41][1380/1879] lr: 1.000e-03, eta: 1 day, 8:28:02, time: 0.673, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6444, loss: 1.6444 2020-06-18 18:02:38,230 - mmaction - INFO - Epoch [41][1400/1879] lr: 1.000e-03, eta: 1 day, 8:27:33, time: 0.820, data_time: 0.092, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3392, loss: 1.3392 2020-06-18 18:02:55,441 - mmaction - INFO - Epoch [41][1420/1879] lr: 1.000e-03, eta: 1 day, 8:27:06, time: 0.860, data_time: 0.247, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4603, loss: 1.4603 2020-06-18 18:03:14,895 - mmaction - INFO - Epoch [41][1440/1879] lr: 1.000e-03, eta: 1 day, 8:26:42, time: 0.972, data_time: 0.107, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4441, loss: 1.4441 2020-06-18 18:03:33,289 - mmaction - INFO - Epoch [41][1460/1879] lr: 1.000e-03, eta: 1 day, 8:26:17, time: 0.920, data_time: 0.103, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5781, loss: 1.5781 2020-06-18 18:03:52,189 - mmaction - INFO - Epoch [41][1480/1879] lr: 1.000e-03, eta: 1 day, 8:25:52, time: 0.945, data_time: 0.062, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.7261, loss: 1.7261 2020-06-18 18:04:12,768 - mmaction - INFO - Epoch [41][1500/1879] lr: 1.000e-03, eta: 1 day, 8:25:30, time: 1.028, data_time: 0.025, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6253, loss: 1.6253 2020-06-18 18:04:29,130 - mmaction - INFO - Epoch [41][1520/1879] lr: 1.000e-03, eta: 1 day, 8:25:01, time: 0.819, data_time: 0.084, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4421, loss: 1.4421 2020-06-18 18:04:48,434 - mmaction - INFO - Epoch [41][1540/1879] lr: 1.000e-03, eta: 1 day, 8:24:37, time: 0.964, data_time: 0.141, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.4925, loss: 1.4925 2020-06-18 18:05:03,354 - mmaction - INFO - Epoch [41][1560/1879] lr: 1.000e-03, eta: 1 day, 8:24:06, time: 0.746, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.6237, loss: 1.6237 2020-06-18 18:05:19,671 - mmaction - INFO - Epoch [41][1580/1879] lr: 1.000e-03, eta: 1 day, 8:23:36, time: 0.816, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3934, loss: 1.3934 2020-06-18 18:05:35,759 - mmaction - INFO - Epoch [41][1600/1879] lr: 1.000e-03, eta: 1 day, 8:23:07, time: 0.803, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3401, loss: 1.3401 2020-06-18 18:05:56,843 - mmaction - INFO - Epoch [41][1620/1879] lr: 1.000e-03, eta: 1 day, 8:22:46, time: 1.056, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.2208, loss: 1.2208 2020-06-18 18:06:16,864 - mmaction - INFO - Epoch [41][1640/1879] lr: 1.000e-03, eta: 1 day, 8:22:24, time: 1.001, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3512, loss: 1.3512 2020-06-18 18:06:37,906 - mmaction - INFO - Epoch [41][1660/1879] lr: 1.000e-03, eta: 1 day, 8:22:03, time: 1.052, data_time: 0.020, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3276, loss: 1.3276 2020-06-18 18:06:57,331 - mmaction - INFO - Epoch [41][1680/1879] lr: 1.000e-03, eta: 1 day, 8:21:39, time: 0.971, data_time: 0.034, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.6132, loss: 1.6132 2020-06-18 18:07:17,813 - mmaction - INFO - Epoch [41][1700/1879] lr: 1.000e-03, eta: 1 day, 8:21:17, time: 1.024, data_time: 0.185, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5947, loss: 1.5947 2020-06-18 18:07:36,890 - mmaction - INFO - Epoch [41][1720/1879] lr: 1.000e-03, eta: 1 day, 8:20:53, time: 0.954, data_time: 0.069, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6755, loss: 1.6755 2020-06-18 18:07:52,776 - mmaction - INFO - Epoch [41][1740/1879] lr: 1.000e-03, eta: 1 day, 8:20:23, time: 0.793, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3458, loss: 1.3458 2020-06-18 18:08:12,440 - mmaction - INFO - Epoch [41][1760/1879] lr: 1.000e-03, eta: 1 day, 8:20:00, time: 0.985, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2252, loss: 1.2252 2020-06-18 18:08:31,855 - mmaction - INFO - Epoch [41][1780/1879] lr: 1.000e-03, eta: 1 day, 8:19:36, time: 0.971, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3507, loss: 1.3507 2020-06-18 18:08:45,378 - mmaction - INFO - Epoch [41][1800/1879] lr: 1.000e-03, eta: 1 day, 8:19:02, time: 0.676, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4043, loss: 1.4043 2020-06-18 18:09:05,964 - mmaction - INFO - Epoch [41][1820/1879] lr: 1.000e-03, eta: 1 day, 8:18:40, time: 1.029, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4638, loss: 1.4638 2020-06-18 18:09:25,752 - mmaction - INFO - Epoch [41][1840/1879] lr: 1.000e-03, eta: 1 day, 8:18:17, time: 0.989, data_time: 0.138, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4348, loss: 1.4348 2020-06-18 18:09:47,351 - mmaction - INFO - Epoch [41][1860/1879] lr: 1.000e-03, eta: 1 day, 8:17:57, time: 1.080, data_time: 0.004, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5404, loss: 1.5404 2020-06-18 18:10:08,887 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-06-18 18:12:49,273 - mmaction - INFO - Epoch [42][20/1879] lr: 1.000e-03, eta: 1 day, 8:20:43, time: 7.985, data_time: 5.979, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.4947, loss: 1.4947 2020-06-18 18:13:21,198 - mmaction - INFO - Epoch [42][40/1879] lr: 1.000e-03, eta: 1 day, 8:20:41, time: 1.597, data_time: 0.188, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3591, loss: 1.3591 2020-06-18 18:13:43,751 - mmaction - INFO - Epoch [42][60/1879] lr: 1.000e-03, eta: 1 day, 8:20:22, time: 1.128, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5177, loss: 1.5177 2020-06-18 18:14:07,859 - mmaction - INFO - Epoch [42][80/1879] lr: 1.000e-03, eta: 1 day, 8:20:07, time: 1.205, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.5775, loss: 1.5775 2020-06-18 18:14:26,196 - mmaction - INFO - Epoch [42][100/1879] lr: 1.000e-03, eta: 1 day, 8:19:41, time: 0.917, data_time: 0.111, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.5835, loss: 1.5835 2020-06-18 18:14:42,886 - mmaction - INFO - Epoch [42][120/1879] lr: 1.000e-03, eta: 1 day, 8:19:12, time: 0.834, data_time: 0.125, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4513, loss: 1.4513 2020-06-18 18:14:59,794 - mmaction - INFO - Epoch [42][140/1879] lr: 1.000e-03, eta: 1 day, 8:18:44, time: 0.846, data_time: 0.232, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.5240, loss: 1.5240 2020-06-18 18:15:17,592 - mmaction - INFO - Epoch [42][160/1879] lr: 1.000e-03, eta: 1 day, 8:18:18, time: 0.890, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2696, loss: 1.2696 2020-06-18 18:15:31,562 - mmaction - INFO - Epoch [42][180/1879] lr: 1.000e-03, eta: 1 day, 8:17:44, time: 0.696, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.4571, loss: 1.4571 2020-06-18 18:15:44,623 - mmaction - INFO - Epoch [42][200/1879] lr: 1.000e-03, eta: 1 day, 8:17:10, time: 0.655, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2423, loss: 1.2423 2020-06-18 18:15:56,004 - mmaction - INFO - Epoch [42][220/1879] lr: 1.000e-03, eta: 1 day, 8:16:32, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.3287, loss: 1.3287 2020-06-18 18:16:06,972 - mmaction - INFO - Epoch [42][240/1879] lr: 1.000e-03, eta: 1 day, 8:15:54, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3408, loss: 1.3408 2020-06-18 18:16:24,030 - mmaction - INFO - Epoch [42][260/1879] lr: 1.000e-03, eta: 1 day, 8:15:26, time: 0.855, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5102, loss: 1.5102 2020-06-18 18:16:39,546 - mmaction - INFO - Epoch [42][280/1879] lr: 1.000e-03, eta: 1 day, 8:14:56, time: 0.776, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.8396, loss: 1.8396 2020-06-18 18:16:58,945 - mmaction - INFO - Epoch [42][300/1879] lr: 1.000e-03, eta: 1 day, 8:14:32, time: 0.968, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4449, loss: 1.4449 2020-06-18 18:17:17,443 - mmaction - INFO - Epoch [42][320/1879] lr: 1.000e-03, eta: 1 day, 8:14:07, time: 0.926, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6273, loss: 1.6273 2020-06-18 18:17:34,916 - mmaction - INFO - Epoch [42][340/1879] lr: 1.000e-03, eta: 1 day, 8:13:40, time: 0.874, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3297, loss: 1.3297 2020-06-18 18:17:54,242 - mmaction - INFO - Epoch [42][360/1879] lr: 1.000e-03, eta: 1 day, 8:13:16, time: 0.967, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5673, loss: 1.5673 2020-06-18 18:18:12,884 - mmaction - INFO - Epoch [42][380/1879] lr: 1.000e-03, eta: 1 day, 8:12:51, time: 0.931, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5095, loss: 1.5095 2020-06-18 18:18:31,662 - mmaction - INFO - Epoch [42][400/1879] lr: 1.000e-03, eta: 1 day, 8:12:26, time: 0.940, data_time: 0.198, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.3549, loss: 1.3549 2020-06-18 18:18:47,319 - mmaction - INFO - Epoch [42][420/1879] lr: 1.000e-03, eta: 1 day, 8:11:56, time: 0.781, data_time: 0.000, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.6576, loss: 1.6576 2020-06-18 18:19:04,201 - mmaction - INFO - Epoch [42][440/1879] lr: 1.000e-03, eta: 1 day, 8:11:28, time: 0.845, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6044, loss: 1.6044 2020-06-18 18:19:28,202 - mmaction - INFO - Epoch [42][460/1879] lr: 1.000e-03, eta: 1 day, 8:11:12, time: 1.201, data_time: 0.058, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.1781, loss: 1.1781 2020-06-18 18:19:48,205 - mmaction - INFO - Epoch [42][480/1879] lr: 1.000e-03, eta: 1 day, 8:10:49, time: 1.000, data_time: 0.240, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4524, loss: 1.4524 2020-06-18 18:20:06,781 - mmaction - INFO - Epoch [42][500/1879] lr: 1.000e-03, eta: 1 day, 8:10:24, time: 0.929, data_time: 0.194, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.5100, loss: 1.5100 2020-06-18 18:20:28,265 - mmaction - INFO - Epoch [42][520/1879] lr: 1.000e-03, eta: 1 day, 8:10:04, time: 1.074, data_time: 0.325, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3751, loss: 1.3751 2020-06-18 18:20:50,470 - mmaction - INFO - Epoch [42][540/1879] lr: 1.000e-03, eta: 1 day, 8:09:45, time: 1.110, data_time: 0.013, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5541, loss: 1.5541 2020-06-18 18:21:09,847 - mmaction - INFO - Epoch [42][560/1879] lr: 1.000e-03, eta: 1 day, 8:09:21, time: 0.967, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3899, loss: 1.3899 2020-06-18 18:21:24,477 - mmaction - INFO - Epoch [42][580/1879] lr: 1.000e-03, eta: 1 day, 8:08:49, time: 0.734, data_time: 0.003, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5017, loss: 1.5017 2020-06-18 18:21:41,841 - mmaction - INFO - Epoch [42][600/1879] lr: 1.000e-03, eta: 1 day, 8:08:22, time: 0.867, data_time: 0.003, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5322, loss: 1.5322 2020-06-18 18:21:56,683 - mmaction - INFO - Epoch [42][620/1879] lr: 1.000e-03, eta: 1 day, 8:07:51, time: 0.742, data_time: 0.067, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5030, loss: 1.5030 2020-06-18 18:22:12,564 - mmaction - INFO - Epoch [42][640/1879] lr: 1.000e-03, eta: 1 day, 8:07:21, time: 0.796, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.3996, loss: 1.3996 2020-06-18 18:22:29,135 - mmaction - INFO - Epoch [42][660/1879] lr: 1.000e-03, eta: 1 day, 8:06:52, time: 0.829, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3242, loss: 1.3242 2020-06-18 18:22:49,165 - mmaction - INFO - Epoch [42][680/1879] lr: 1.000e-03, eta: 1 day, 8:06:30, time: 1.000, data_time: 0.506, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.6094, loss: 1.6094 2020-06-18 18:23:08,918 - mmaction - INFO - Epoch [42][700/1879] lr: 1.000e-03, eta: 1 day, 8:06:07, time: 0.989, data_time: 0.012, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1954, loss: 1.1954 2020-06-18 18:23:27,076 - mmaction - INFO - Epoch [42][720/1879] lr: 1.000e-03, eta: 1 day, 8:05:41, time: 0.908, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3876, loss: 1.3876 2020-06-18 18:23:44,417 - mmaction - INFO - Epoch [42][740/1879] lr: 1.000e-03, eta: 1 day, 8:05:14, time: 0.866, data_time: 0.044, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3869, loss: 1.3869 2020-06-18 18:24:05,698 - mmaction - INFO - Epoch [42][760/1879] lr: 1.000e-03, eta: 1 day, 8:04:53, time: 1.065, data_time: 0.010, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5806, loss: 1.5806 2020-06-18 18:24:21,904 - mmaction - INFO - Epoch [42][780/1879] lr: 1.000e-03, eta: 1 day, 8:04:24, time: 0.810, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3396, loss: 1.3396 2020-06-18 18:24:46,439 - mmaction - INFO - Epoch [42][800/1879] lr: 1.000e-03, eta: 1 day, 8:04:09, time: 1.228, data_time: 0.048, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4966, loss: 1.4966 2020-06-18 18:25:07,681 - mmaction - INFO - Epoch [42][820/1879] lr: 1.000e-03, eta: 1 day, 8:03:49, time: 1.062, data_time: 0.058, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.2764, loss: 1.2764 2020-06-18 18:25:31,244 - mmaction - INFO - Epoch [42][840/1879] lr: 1.000e-03, eta: 1 day, 8:03:32, time: 1.178, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.7096, loss: 1.7096 2020-06-18 18:25:48,757 - mmaction - INFO - Epoch [42][860/1879] lr: 1.000e-03, eta: 1 day, 8:03:05, time: 0.876, data_time: 0.139, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5479, loss: 1.5479 2020-06-18 18:26:05,059 - mmaction - INFO - Epoch [42][880/1879] lr: 1.000e-03, eta: 1 day, 8:02:36, time: 0.814, data_time: 0.182, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2517, loss: 1.2517 2020-06-18 18:26:21,043 - mmaction - INFO - Epoch [42][900/1879] lr: 1.000e-03, eta: 1 day, 8:02:07, time: 0.799, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3267, loss: 1.3267 2020-06-18 18:26:41,370 - mmaction - INFO - Epoch [42][920/1879] lr: 1.000e-03, eta: 1 day, 8:01:45, time: 1.018, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5633, loss: 1.5633 2020-06-18 18:27:01,646 - mmaction - INFO - Epoch [42][940/1879] lr: 1.000e-03, eta: 1 day, 8:01:23, time: 1.014, data_time: 0.047, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.1921, loss: 1.1921 2020-06-18 18:27:21,845 - mmaction - INFO - Epoch [42][960/1879] lr: 1.000e-03, eta: 1 day, 8:01:00, time: 1.010, data_time: 0.022, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4963, loss: 1.4963 2020-06-18 18:27:40,044 - mmaction - INFO - Epoch [42][980/1879] lr: 1.000e-03, eta: 1 day, 8:00:35, time: 0.910, data_time: 0.335, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8625, loss_cls: 1.4867, loss: 1.4867 2020-06-18 18:28:01,279 - mmaction - INFO - Epoch [42][1000/1879] lr: 1.000e-03, eta: 1 day, 8:00:14, time: 1.060, data_time: 0.276, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.3513, loss: 1.3513 2020-06-18 18:28:16,284 - mmaction - INFO - Epoch [42][1020/1879] lr: 1.000e-03, eta: 1 day, 7:59:43, time: 0.749, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6862, loss: 1.6862 2020-06-18 18:28:33,081 - mmaction - INFO - Epoch [42][1040/1879] lr: 1.000e-03, eta: 1 day, 7:59:15, time: 0.842, data_time: 0.286, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.4463, loss: 1.4463 2020-06-18 18:28:50,322 - mmaction - INFO - Epoch [42][1060/1879] lr: 1.000e-03, eta: 1 day, 7:58:48, time: 0.861, data_time: 0.093, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.4538, loss: 1.4538 2020-06-18 18:29:11,923 - mmaction - INFO - Epoch [42][1080/1879] lr: 1.000e-03, eta: 1 day, 7:58:28, time: 1.079, data_time: 0.101, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.3943, loss: 1.3943 2020-06-18 18:29:25,416 - mmaction - INFO - Epoch [42][1100/1879] lr: 1.000e-03, eta: 1 day, 7:57:54, time: 0.675, data_time: 0.003, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.8785, loss: 1.8785 2020-06-18 18:29:42,828 - mmaction - INFO - Epoch [42][1120/1879] lr: 1.000e-03, eta: 1 day, 7:57:27, time: 0.872, data_time: 0.067, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2721, loss: 1.2721 2020-06-18 18:30:00,335 - mmaction - INFO - Epoch [42][1140/1879] lr: 1.000e-03, eta: 1 day, 7:57:00, time: 0.875, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5254, loss: 1.5254 2020-06-18 18:30:19,719 - mmaction - INFO - Epoch [42][1160/1879] lr: 1.000e-03, eta: 1 day, 7:56:37, time: 0.969, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4920, loss: 1.4920 2020-06-18 18:30:39,695 - mmaction - INFO - Epoch [42][1180/1879] lr: 1.000e-03, eta: 1 day, 7:56:14, time: 1.000, data_time: 0.235, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3161, loss: 1.3161 2020-06-18 18:30:55,851 - mmaction - INFO - Epoch [42][1200/1879] lr: 1.000e-03, eta: 1 day, 7:55:45, time: 0.808, data_time: 0.109, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2530, loss: 1.2530 2020-06-18 18:31:14,413 - mmaction - INFO - Epoch [42][1220/1879] lr: 1.000e-03, eta: 1 day, 7:55:20, time: 0.928, data_time: 0.077, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4572, loss: 1.4572 2020-06-18 18:31:38,869 - mmaction - INFO - Epoch [42][1240/1879] lr: 1.000e-03, eta: 1 day, 7:55:05, time: 1.223, data_time: 0.022, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4542, loss: 1.4542 2020-06-18 18:31:58,806 - mmaction - INFO - Epoch [42][1260/1879] lr: 1.000e-03, eta: 1 day, 7:54:42, time: 0.995, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.4848, loss: 1.4848 2020-06-18 18:32:18,988 - mmaction - INFO - Epoch [42][1280/1879] lr: 1.000e-03, eta: 1 day, 7:54:20, time: 1.011, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2442, loss: 1.2442 2020-06-18 18:32:34,378 - mmaction - INFO - Epoch [42][1300/1879] lr: 1.000e-03, eta: 1 day, 7:53:50, time: 0.768, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.1949, loss: 1.1949 2020-06-18 18:32:52,157 - mmaction - INFO - Epoch [42][1320/1879] lr: 1.000e-03, eta: 1 day, 7:53:23, time: 0.889, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5101, loss: 1.5101 2020-06-18 18:33:12,849 - mmaction - INFO - Epoch [42][1340/1879] lr: 1.000e-03, eta: 1 day, 7:53:02, time: 1.036, data_time: 0.140, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4186, loss: 1.4186 2020-06-18 18:33:30,389 - mmaction - INFO - Epoch [42][1360/1879] lr: 1.000e-03, eta: 1 day, 7:52:35, time: 0.877, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2382, loss: 1.2382 2020-06-18 18:33:50,906 - mmaction - INFO - Epoch [42][1380/1879] lr: 1.000e-03, eta: 1 day, 7:52:14, time: 1.025, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5488, loss: 1.5488 2020-06-18 18:34:07,834 - mmaction - INFO - Epoch [42][1400/1879] lr: 1.000e-03, eta: 1 day, 7:51:46, time: 0.847, data_time: 0.170, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.4238, loss: 1.4238 2020-06-18 18:34:26,277 - mmaction - INFO - Epoch [42][1420/1879] lr: 1.000e-03, eta: 1 day, 7:51:21, time: 0.921, data_time: 0.303, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.4369, loss: 1.4369 2020-06-18 18:34:47,516 - mmaction - INFO - Epoch [42][1440/1879] lr: 1.000e-03, eta: 1 day, 7:51:00, time: 1.062, data_time: 0.237, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3223, loss: 1.3223 2020-06-18 18:35:04,895 - mmaction - INFO - Epoch [42][1460/1879] lr: 1.000e-03, eta: 1 day, 7:50:33, time: 0.870, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6581, loss: 1.6581 2020-06-18 18:35:25,675 - mmaction - INFO - Epoch [42][1480/1879] lr: 1.000e-03, eta: 1 day, 7:50:12, time: 1.039, data_time: 0.315, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3994, loss: 1.3994 2020-06-18 18:35:43,451 - mmaction - INFO - Epoch [42][1500/1879] lr: 1.000e-03, eta: 1 day, 7:49:46, time: 0.889, data_time: 0.022, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6407, loss: 1.6407 2020-06-18 18:36:07,629 - mmaction - INFO - Epoch [42][1520/1879] lr: 1.000e-03, eta: 1 day, 7:49:30, time: 1.208, data_time: 0.367, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8938, loss_cls: 1.3671, loss: 1.3671 2020-06-18 18:36:26,204 - mmaction - INFO - Epoch [42][1540/1879] lr: 1.000e-03, eta: 1 day, 7:49:05, time: 0.929, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4889, loss: 1.4889 2020-06-18 18:36:44,512 - mmaction - INFO - Epoch [42][1560/1879] lr: 1.000e-03, eta: 1 day, 7:48:40, time: 0.915, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4145, loss: 1.4145 2020-06-18 18:37:03,825 - mmaction - INFO - Epoch [42][1580/1879] lr: 1.000e-03, eta: 1 day, 7:48:16, time: 0.966, data_time: 0.037, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6479, loss: 1.6479 2020-06-18 18:37:24,838 - mmaction - INFO - Epoch [42][1600/1879] lr: 1.000e-03, eta: 1 day, 7:47:55, time: 1.052, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4142, loss: 1.4142 2020-06-18 18:37:42,838 - mmaction - INFO - Epoch [42][1620/1879] lr: 1.000e-03, eta: 1 day, 7:47:29, time: 0.900, data_time: 0.204, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2297, loss: 1.2297 2020-06-18 18:38:00,405 - mmaction - INFO - Epoch [42][1640/1879] lr: 1.000e-03, eta: 1 day, 7:47:03, time: 0.878, data_time: 0.244, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.1959, loss: 1.1959 2020-06-18 18:38:21,223 - mmaction - INFO - Epoch [42][1660/1879] lr: 1.000e-03, eta: 1 day, 7:46:42, time: 1.041, data_time: 0.103, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3039, loss: 1.3039 2020-06-18 18:38:39,674 - mmaction - INFO - Epoch [42][1680/1879] lr: 1.000e-03, eta: 1 day, 7:46:16, time: 0.921, data_time: 0.234, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3562, loss: 1.3562 2020-06-18 18:38:58,391 - mmaction - INFO - Epoch [42][1700/1879] lr: 1.000e-03, eta: 1 day, 7:45:52, time: 0.936, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.3969, loss: 1.3969 2020-06-18 18:39:20,149 - mmaction - INFO - Epoch [42][1720/1879] lr: 1.000e-03, eta: 1 day, 7:45:32, time: 1.090, data_time: 0.279, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.7695, loss: 1.7695 2020-06-18 18:39:48,132 - mmaction - INFO - Epoch [42][1740/1879] lr: 1.000e-03, eta: 1 day, 7:45:23, time: 1.398, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2967, loss: 1.2967 2020-06-18 18:40:07,390 - mmaction - INFO - Epoch [42][1760/1879] lr: 1.000e-03, eta: 1 day, 7:44:59, time: 0.964, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2942, loss: 1.2942 2020-06-18 18:40:30,433 - mmaction - INFO - Epoch [42][1780/1879] lr: 1.000e-03, eta: 1 day, 7:44:42, time: 1.152, data_time: 0.048, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4430, loss: 1.4430 2020-06-18 18:40:49,451 - mmaction - INFO - Epoch [42][1800/1879] lr: 1.000e-03, eta: 1 day, 7:44:18, time: 0.951, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.3898, loss: 1.3898 2020-06-18 18:41:20,122 - mmaction - INFO - Epoch [42][1820/1879] lr: 1.000e-03, eta: 1 day, 7:44:13, time: 1.533, data_time: 0.139, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.3158, loss: 1.3158 2020-06-18 18:41:53,966 - mmaction - INFO - Epoch [42][1840/1879] lr: 1.000e-03, eta: 1 day, 7:44:13, time: 1.691, data_time: 0.140, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2494, loss: 1.2494 2020-06-18 18:42:24,926 - mmaction - INFO - Epoch [42][1860/1879] lr: 1.000e-03, eta: 1 day, 7:44:09, time: 1.550, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5044, loss: 1.5044 2020-06-18 18:42:46,706 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-06-18 18:45:38,081 - mmaction - INFO - Epoch [43][20/1879] lr: 1.000e-03, eta: 1 day, 7:47:03, time: 8.544, data_time: 7.229, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3439, loss: 1.3439 2020-06-18 18:46:20,109 - mmaction - INFO - Epoch [43][40/1879] lr: 1.000e-03, eta: 1 day, 7:47:17, time: 2.103, data_time: 0.005, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1197, loss: 1.1197 2020-06-18 18:46:51,964 - mmaction - INFO - Epoch [43][60/1879] lr: 1.000e-03, eta: 1 day, 7:47:14, time: 1.593, data_time: 0.064, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.5848, loss: 1.5848 2020-06-18 18:47:29,424 - mmaction - INFO - Epoch [43][80/1879] lr: 1.000e-03, eta: 1 day, 7:47:20, time: 1.873, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3514, loss: 1.3514 2020-06-18 18:47:57,683 - mmaction - INFO - Epoch [43][100/1879] lr: 1.000e-03, eta: 1 day, 7:47:11, time: 1.412, data_time: 0.091, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.5058, loss: 1.5058 2020-06-18 18:48:26,120 - mmaction - INFO - Epoch [43][120/1879] lr: 1.000e-03, eta: 1 day, 7:47:02, time: 1.423, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3086, loss: 1.3086 2020-06-18 18:48:54,616 - mmaction - INFO - Epoch [43][140/1879] lr: 1.000e-03, eta: 1 day, 7:46:54, time: 1.425, data_time: 0.075, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.3017, loss: 1.3017 2020-06-18 18:49:25,403 - mmaction - INFO - Epoch [43][160/1879] lr: 1.000e-03, eta: 1 day, 7:46:49, time: 1.539, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3977, loss: 1.3977 2020-06-18 18:49:49,903 - mmaction - INFO - Epoch [43][180/1879] lr: 1.000e-03, eta: 1 day, 7:46:34, time: 1.225, data_time: 0.011, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2836, loss: 1.2836 2020-06-18 18:50:15,095 - mmaction - INFO - Epoch [43][200/1879] lr: 1.000e-03, eta: 1 day, 7:46:19, time: 1.258, data_time: 0.188, memory: 5168, top1_acc: 0.6625, top5_acc: 0.7875, loss_cls: 1.4786, loss: 1.4786 2020-06-18 18:50:44,484 - mmaction - INFO - Epoch [43][220/1879] lr: 1.000e-03, eta: 1 day, 7:46:12, time: 1.471, data_time: 0.003, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.4506, loss: 1.4506 2020-06-18 18:51:11,931 - mmaction - INFO - Epoch [43][240/1879] lr: 1.000e-03, eta: 1 day, 7:46:02, time: 1.372, data_time: 0.432, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2746, loss: 1.2746 2020-06-18 18:51:34,338 - mmaction - INFO - Epoch [43][260/1879] lr: 1.000e-03, eta: 1 day, 7:45:43, time: 1.120, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4809, loss: 1.4809 2020-06-18 18:52:14,398 - mmaction - INFO - Epoch [43][280/1879] lr: 1.000e-03, eta: 1 day, 7:45:53, time: 2.003, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4311, loss: 1.4311 2020-06-18 18:52:48,455 - mmaction - INFO - Epoch [43][300/1879] lr: 1.000e-03, eta: 1 day, 7:45:54, time: 1.702, data_time: 1.219, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.2628, loss: 1.2628 2020-06-18 18:53:10,862 - mmaction - INFO - Epoch [43][320/1879] lr: 1.000e-03, eta: 1 day, 7:45:35, time: 1.121, data_time: 0.069, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2569, loss: 1.2569 2020-06-18 18:53:41,561 - mmaction - INFO - Epoch [43][340/1879] lr: 1.000e-03, eta: 1 day, 7:45:30, time: 1.535, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1789, loss: 1.1789 2020-06-18 18:54:07,298 - mmaction - INFO - Epoch [43][360/1879] lr: 1.000e-03, eta: 1 day, 7:45:16, time: 1.287, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4247, loss: 1.4247 2020-06-18 18:54:33,545 - mmaction - INFO - Epoch [43][380/1879] lr: 1.000e-03, eta: 1 day, 7:45:04, time: 1.312, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.4677, loss: 1.4677 2020-06-18 18:55:02,630 - mmaction - INFO - Epoch [43][400/1879] lr: 1.000e-03, eta: 1 day, 7:44:56, time: 1.453, data_time: 0.217, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6945, loss: 1.6945 2020-06-18 18:55:28,538 - mmaction - INFO - Epoch [43][420/1879] lr: 1.000e-03, eta: 1 day, 7:44:43, time: 1.298, data_time: 0.004, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.5357, loss: 1.5357 2020-06-18 18:55:41,136 - mmaction - INFO - Epoch [43][440/1879] lr: 1.000e-03, eta: 1 day, 7:44:08, time: 0.629, data_time: 0.011, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2090, loss: 1.2090 2020-06-18 18:55:56,321 - mmaction - INFO - Epoch [43][460/1879] lr: 1.000e-03, eta: 1 day, 7:43:37, time: 0.760, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2118, loss: 1.2118 2020-06-18 18:56:16,409 - mmaction - INFO - Epoch [43][480/1879] lr: 1.000e-03, eta: 1 day, 7:43:15, time: 1.004, data_time: 0.027, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8063, loss_cls: 1.4439, loss: 1.4439 2020-06-18 18:56:35,734 - mmaction - INFO - Epoch [43][500/1879] lr: 1.000e-03, eta: 1 day, 7:42:51, time: 0.966, data_time: 0.064, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3126, loss: 1.3126 2020-06-18 18:57:01,781 - mmaction - INFO - Epoch [43][520/1879] lr: 1.000e-03, eta: 1 day, 7:42:38, time: 1.301, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3105, loss: 1.3105 2020-06-18 18:57:27,176 - mmaction - INFO - Epoch [43][540/1879] lr: 1.000e-03, eta: 1 day, 7:42:24, time: 1.269, data_time: 0.137, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2880, loss: 1.2880 2020-06-18 18:57:59,914 - mmaction - INFO - Epoch [43][560/1879] lr: 1.000e-03, eta: 1 day, 7:42:22, time: 1.638, data_time: 0.397, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8125, loss_cls: 1.4675, loss: 1.4675 2020-06-18 18:58:25,283 - mmaction - INFO - Epoch [43][580/1879] lr: 1.000e-03, eta: 1 day, 7:42:08, time: 1.268, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2814, loss: 1.2814 2020-06-18 18:58:55,292 - mmaction - INFO - Epoch [43][600/1879] lr: 1.000e-03, eta: 1 day, 7:42:01, time: 1.500, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4571, loss: 1.4571 2020-06-18 18:59:15,955 - mmaction - INFO - Epoch [43][620/1879] lr: 1.000e-03, eta: 1 day, 7:41:40, time: 1.033, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.6917, loss: 1.6917 2020-06-18 18:59:40,321 - mmaction - INFO - Epoch [43][640/1879] lr: 1.000e-03, eta: 1 day, 7:41:24, time: 1.218, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.4532, loss: 1.4532 2020-06-18 19:00:07,531 - mmaction - INFO - Epoch [43][660/1879] lr: 1.000e-03, eta: 1 day, 7:41:13, time: 1.359, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4245, loss: 1.4245 2020-06-18 19:00:27,421 - mmaction - INFO - Epoch [43][680/1879] lr: 1.000e-03, eta: 1 day, 7:40:50, time: 0.996, data_time: 0.005, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.3800, loss: 1.3800 2020-06-18 19:01:06,437 - mmaction - INFO - Epoch [43][700/1879] lr: 1.000e-03, eta: 1 day, 7:40:58, time: 1.951, data_time: 0.106, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3907, loss: 1.3907 2020-06-18 19:01:32,822 - mmaction - INFO - Epoch [43][720/1879] lr: 1.000e-03, eta: 1 day, 7:40:46, time: 1.319, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.5167, loss: 1.5167 2020-06-18 19:02:03,711 - mmaction - INFO - Epoch [43][740/1879] lr: 1.000e-03, eta: 1 day, 7:40:41, time: 1.544, data_time: 0.114, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.2205, loss: 1.2205 2020-06-18 19:02:43,723 - mmaction - INFO - Epoch [43][760/1879] lr: 1.000e-03, eta: 1 day, 7:40:51, time: 2.001, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3644, loss: 1.3644 2020-06-18 19:03:17,267 - mmaction - INFO - Epoch [43][780/1879] lr: 1.000e-03, eta: 1 day, 7:40:50, time: 1.677, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.4173, loss: 1.4173 2020-06-18 19:03:51,615 - mmaction - INFO - Epoch [43][800/1879] lr: 1.000e-03, eta: 1 day, 7:40:50, time: 1.717, data_time: 0.108, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2017, loss: 1.2017 2020-06-18 19:04:08,041 - mmaction - INFO - Epoch [43][820/1879] lr: 1.000e-03, eta: 1 day, 7:40:22, time: 0.820, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7875, loss_cls: 1.7280, loss: 1.7280 2020-06-18 19:04:29,362 - mmaction - INFO - Epoch [43][840/1879] lr: 1.000e-03, eta: 1 day, 7:40:01, time: 1.066, data_time: 0.113, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3299, loss: 1.3299 2020-06-18 19:04:48,576 - mmaction - INFO - Epoch [43][860/1879] lr: 1.000e-03, eta: 1 day, 7:39:37, time: 0.962, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3519, loss: 1.3519 2020-06-18 19:05:12,079 - mmaction - INFO - Epoch [43][880/1879] lr: 1.000e-03, eta: 1 day, 7:39:19, time: 1.173, data_time: 0.163, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5879, loss: 1.5879 2020-06-18 19:05:34,912 - mmaction - INFO - Epoch [43][900/1879] lr: 1.000e-03, eta: 1 day, 7:39:01, time: 1.144, data_time: 0.362, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.5332, loss: 1.5332 2020-06-18 19:05:52,283 - mmaction - INFO - Epoch [43][920/1879] lr: 1.000e-03, eta: 1 day, 7:38:34, time: 0.868, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5434, loss: 1.5434 2020-06-18 19:06:20,160 - mmaction - INFO - Epoch [43][940/1879] lr: 1.000e-03, eta: 1 day, 7:38:24, time: 1.395, data_time: 0.681, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3525, loss: 1.3525 2020-06-18 19:06:49,709 - mmaction - INFO - Epoch [43][960/1879] lr: 1.000e-03, eta: 1 day, 7:38:17, time: 1.477, data_time: 0.090, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.2820, loss: 1.2820 2020-06-18 19:07:10,744 - mmaction - INFO - Epoch [43][980/1879] lr: 1.000e-03, eta: 1 day, 7:37:56, time: 1.051, data_time: 0.107, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.6097, loss: 1.6097 2020-06-18 19:07:34,389 - mmaction - INFO - Epoch [43][1000/1879] lr: 1.000e-03, eta: 1 day, 7:37:39, time: 1.182, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3671, loss: 1.3671 2020-06-18 19:08:06,433 - mmaction - INFO - Epoch [43][1020/1879] lr: 1.000e-03, eta: 1 day, 7:37:35, time: 1.602, data_time: 0.001, memory: 5168, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8204, loss: 1.8204 2020-06-18 19:08:44,758 - mmaction - INFO - Epoch [43][1040/1879] lr: 1.000e-03, eta: 1 day, 7:37:42, time: 1.916, data_time: 0.050, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.3594, loss: 1.3594 2020-06-18 19:09:12,155 - mmaction - INFO - Epoch [43][1060/1879] lr: 1.000e-03, eta: 1 day, 7:37:31, time: 1.370, data_time: 0.181, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2345, loss: 1.2345 2020-06-18 19:09:35,291 - mmaction - INFO - Epoch [43][1080/1879] lr: 1.000e-03, eta: 1 day, 7:37:13, time: 1.156, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3563, loss: 1.3563 2020-06-18 19:10:00,596 - mmaction - INFO - Epoch [43][1100/1879] lr: 1.000e-03, eta: 1 day, 7:36:59, time: 1.267, data_time: 0.129, memory: 5168, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.7163, loss: 1.7163 2020-06-18 19:10:25,392 - mmaction - INFO - Epoch [43][1120/1879] lr: 1.000e-03, eta: 1 day, 7:36:44, time: 1.240, data_time: 0.027, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1545, loss: 1.1545 2020-06-18 19:10:49,748 - mmaction - INFO - Epoch [43][1140/1879] lr: 1.000e-03, eta: 1 day, 7:36:28, time: 1.218, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7821, loss: 1.7821 2020-06-18 19:11:08,368 - mmaction - INFO - Epoch [43][1160/1879] lr: 1.000e-03, eta: 1 day, 7:36:03, time: 0.930, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3948, loss: 1.3948 2020-06-18 19:11:28,216 - mmaction - INFO - Epoch [43][1180/1879] lr: 1.000e-03, eta: 1 day, 7:35:40, time: 0.992, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5035, loss: 1.5035 2020-06-18 19:11:50,431 - mmaction - INFO - Epoch [43][1200/1879] lr: 1.000e-03, eta: 1 day, 7:35:20, time: 1.112, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5391, loss: 1.5391 2020-06-18 19:12:16,844 - mmaction - INFO - Epoch [43][1220/1879] lr: 1.000e-03, eta: 1 day, 7:35:08, time: 1.321, data_time: 0.018, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5538, loss: 1.5538 2020-06-18 19:12:44,776 - mmaction - INFO - Epoch [43][1240/1879] lr: 1.000e-03, eta: 1 day, 7:34:58, time: 1.397, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3347, loss: 1.3347 2020-06-18 19:13:06,084 - mmaction - INFO - Epoch [43][1260/1879] lr: 1.000e-03, eta: 1 day, 7:34:37, time: 1.065, data_time: 0.056, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4807, loss: 1.4807 2020-06-18 19:13:31,108 - mmaction - INFO - Epoch [43][1280/1879] lr: 1.000e-03, eta: 1 day, 7:34:22, time: 1.251, data_time: 0.042, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3025, loss: 1.3025 2020-06-18 19:14:00,635 - mmaction - INFO - Epoch [43][1300/1879] lr: 1.000e-03, eta: 1 day, 7:34:15, time: 1.476, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3184, loss: 1.3184 2020-06-18 19:14:44,760 - mmaction - INFO - Epoch [43][1320/1879] lr: 1.000e-03, eta: 1 day, 7:34:30, time: 2.206, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2130, loss: 1.2130 2020-06-18 19:15:23,926 - mmaction - INFO - Epoch [43][1340/1879] lr: 1.000e-03, eta: 1 day, 7:34:38, time: 1.957, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6868, loss: 1.6868 2020-06-18 19:15:54,778 - mmaction - INFO - Epoch [43][1360/1879] lr: 1.000e-03, eta: 1 day, 7:34:33, time: 1.544, data_time: 0.376, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2810, loss: 1.2810 2020-06-18 19:16:41,819 - mmaction - INFO - Epoch [43][1380/1879] lr: 1.000e-03, eta: 1 day, 7:34:53, time: 2.352, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.1655, loss: 1.1655 2020-06-18 19:17:14,307 - mmaction - INFO - Epoch [43][1400/1879] lr: 1.000e-03, eta: 1 day, 7:34:50, time: 1.624, data_time: 0.154, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4788, loss: 1.4788 2020-06-18 19:17:48,897 - mmaction - INFO - Epoch [43][1420/1879] lr: 1.000e-03, eta: 1 day, 7:34:51, time: 1.730, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4571, loss: 1.4571 2020-06-18 19:18:10,914 - mmaction - INFO - Epoch [43][1440/1879] lr: 1.000e-03, eta: 1 day, 7:34:31, time: 1.101, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5324, loss: 1.5324 2020-06-18 19:18:40,110 - mmaction - INFO - Epoch [43][1460/1879] lr: 1.000e-03, eta: 1 day, 7:34:23, time: 1.460, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4870, loss: 1.4870 2020-06-18 19:19:07,507 - mmaction - INFO - Epoch [43][1480/1879] lr: 1.000e-03, eta: 1 day, 7:34:11, time: 1.369, data_time: 0.040, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2819, loss: 1.2819 2020-06-18 19:19:30,248 - mmaction - INFO - Epoch [43][1500/1879] lr: 1.000e-03, eta: 1 day, 7:33:53, time: 1.138, data_time: 0.330, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.3395, loss: 1.3395 2020-06-18 19:19:51,937 - mmaction - INFO - Epoch [43][1520/1879] lr: 1.000e-03, eta: 1 day, 7:33:33, time: 1.085, data_time: 0.439, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.6754, loss: 1.6754 2020-06-18 19:20:17,315 - mmaction - INFO - Epoch [43][1540/1879] lr: 1.000e-03, eta: 1 day, 7:33:18, time: 1.269, data_time: 0.685, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5138, loss: 1.5138 2020-06-18 19:20:45,361 - mmaction - INFO - Epoch [43][1560/1879] lr: 1.000e-03, eta: 1 day, 7:33:08, time: 1.402, data_time: 0.264, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.6385, loss: 1.6385 2020-06-18 19:21:31,003 - mmaction - INFO - Epoch [43][1580/1879] lr: 1.000e-03, eta: 1 day, 7:33:26, time: 2.282, data_time: 0.358, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6575, loss: 1.6575 2020-06-18 19:22:04,393 - mmaction - INFO - Epoch [43][1600/1879] lr: 1.000e-03, eta: 1 day, 7:33:24, time: 1.669, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4128, loss: 1.4128 2020-06-18 19:22:31,287 - mmaction - INFO - Epoch [43][1620/1879] lr: 1.000e-03, eta: 1 day, 7:33:12, time: 1.345, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8063, loss_cls: 1.4643, loss: 1.4643 2020-06-18 19:22:55,313 - mmaction - INFO - Epoch [43][1640/1879] lr: 1.000e-03, eta: 1 day, 7:32:56, time: 1.201, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1417, loss: 1.1417 2020-06-18 19:23:24,921 - mmaction - INFO - Epoch [43][1660/1879] lr: 1.000e-03, eta: 1 day, 7:32:48, time: 1.480, data_time: 0.673, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2891, loss: 1.2891 2020-06-18 19:23:51,186 - mmaction - INFO - Epoch [43][1680/1879] lr: 1.000e-03, eta: 1 day, 7:32:35, time: 1.314, data_time: 0.287, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3551, loss: 1.3551 2020-06-18 19:24:14,176 - mmaction - INFO - Epoch [43][1700/1879] lr: 1.000e-03, eta: 1 day, 7:32:17, time: 1.148, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.5315, loss: 1.5315 2020-06-18 19:24:39,288 - mmaction - INFO - Epoch [43][1720/1879] lr: 1.000e-03, eta: 1 day, 7:32:02, time: 1.257, data_time: 0.216, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4532, loss: 1.4532 2020-06-18 19:25:02,937 - mmaction - INFO - Epoch [43][1740/1879] lr: 1.000e-03, eta: 1 day, 7:31:45, time: 1.182, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8250, loss_cls: 1.4024, loss: 1.4024 2020-06-18 19:25:29,478 - mmaction - INFO - Epoch [43][1760/1879] lr: 1.000e-03, eta: 1 day, 7:31:32, time: 1.327, data_time: 0.083, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2296, loss: 1.2296 2020-06-18 19:25:47,416 - mmaction - INFO - Epoch [43][1780/1879] lr: 1.000e-03, eta: 1 day, 7:31:06, time: 0.897, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3431, loss: 1.3431 2020-06-18 19:26:18,105 - mmaction - INFO - Epoch [43][1800/1879] lr: 1.000e-03, eta: 1 day, 7:31:00, time: 1.534, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4147, loss: 1.4147 2020-06-18 19:26:44,635 - mmaction - INFO - Epoch [43][1820/1879] lr: 1.000e-03, eta: 1 day, 7:30:47, time: 1.327, data_time: 0.268, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.3840, loss: 1.3840 2020-06-18 19:27:05,176 - mmaction - INFO - Epoch [43][1840/1879] lr: 1.000e-03, eta: 1 day, 7:30:25, time: 1.027, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4764, loss: 1.4764 2020-06-18 19:27:32,540 - mmaction - INFO - Epoch [43][1860/1879] lr: 1.000e-03, eta: 1 day, 7:30:13, time: 1.368, data_time: 0.027, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2393, loss: 1.2393 2020-06-18 19:27:57,205 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-06-18 19:31:09,472 - mmaction - INFO - Epoch [44][20/1879] lr: 1.000e-03, eta: 1 day, 7:33:30, time: 9.574, data_time: 6.665, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.4747, loss: 1.4747 2020-06-18 19:31:48,490 - mmaction - INFO - Epoch [44][40/1879] lr: 1.000e-03, eta: 1 day, 7:33:37, time: 1.950, data_time: 0.257, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.2920, loss: 1.2920 2020-06-18 19:32:17,270 - mmaction - INFO - Epoch [44][60/1879] lr: 1.000e-03, eta: 1 day, 7:33:27, time: 1.440, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4822, loss: 1.4822 2020-06-18 19:32:48,482 - mmaction - INFO - Epoch [44][80/1879] lr: 1.000e-03, eta: 1 day, 7:33:22, time: 1.561, data_time: 0.078, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.3949, loss: 1.3949 2020-06-18 19:33:14,932 - mmaction - INFO - Epoch [44][100/1879] lr: 1.000e-03, eta: 1 day, 7:33:09, time: 1.322, data_time: 0.037, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3596, loss: 1.3596 2020-06-18 19:33:48,826 - mmaction - INFO - Epoch [44][120/1879] lr: 1.000e-03, eta: 1 day, 7:33:08, time: 1.695, data_time: 0.258, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4873, loss: 1.4873 2020-06-18 19:34:14,232 - mmaction - INFO - Epoch [44][140/1879] lr: 1.000e-03, eta: 1 day, 7:32:53, time: 1.269, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4883, loss: 1.4883 2020-06-18 19:34:39,832 - mmaction - INFO - Epoch [44][160/1879] lr: 1.000e-03, eta: 1 day, 7:32:39, time: 1.280, data_time: 0.035, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.5127, loss: 1.5127 2020-06-18 19:35:12,139 - mmaction - INFO - Epoch [44][180/1879] lr: 1.000e-03, eta: 1 day, 7:32:35, time: 1.616, data_time: 0.014, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2705, loss: 1.2705 2020-06-18 19:35:48,044 - mmaction - INFO - Epoch [44][200/1879] lr: 1.000e-03, eta: 1 day, 7:32:37, time: 1.795, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.5419, loss: 1.5419 2020-06-18 19:36:25,936 - mmaction - INFO - Epoch [44][220/1879] lr: 1.000e-03, eta: 1 day, 7:32:42, time: 1.895, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2589, loss: 1.2589 2020-06-18 19:36:56,212 - mmaction - INFO - Epoch [44][240/1879] lr: 1.000e-03, eta: 1 day, 7:32:35, time: 1.513, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.4211, loss: 1.4211 2020-06-18 19:37:23,931 - mmaction - INFO - Epoch [44][260/1879] lr: 1.000e-03, eta: 1 day, 7:32:24, time: 1.387, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3839, loss: 1.3839 2020-06-18 19:37:53,177 - mmaction - INFO - Epoch [44][280/1879] lr: 1.000e-03, eta: 1 day, 7:32:15, time: 1.463, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.5534, loss: 1.5534 2020-06-18 19:38:19,786 - mmaction - INFO - Epoch [44][300/1879] lr: 1.000e-03, eta: 1 day, 7:32:02, time: 1.330, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2893, loss: 1.2893 2020-06-18 19:38:47,964 - mmaction - INFO - Epoch [44][320/1879] lr: 1.000e-03, eta: 1 day, 7:31:52, time: 1.409, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0871, loss: 1.0871 2020-06-18 19:39:26,040 - mmaction - INFO - Epoch [44][340/1879] lr: 1.000e-03, eta: 1 day, 7:31:57, time: 1.904, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8438, loss_cls: 1.5862, loss: 1.5862 2020-06-18 19:39:57,643 - mmaction - INFO - Epoch [44][360/1879] lr: 1.000e-03, eta: 1 day, 7:31:52, time: 1.580, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5062, loss: 1.5062 2020-06-18 19:40:25,826 - mmaction - INFO - Epoch [44][380/1879] lr: 1.000e-03, eta: 1 day, 7:31:41, time: 1.409, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4366, loss: 1.4366 2020-06-18 19:40:53,148 - mmaction - INFO - Epoch [44][400/1879] lr: 1.000e-03, eta: 1 day, 7:31:30, time: 1.366, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5013, loss: 1.5013 2020-06-18 19:41:18,747 - mmaction - INFO - Epoch [44][420/1879] lr: 1.000e-03, eta: 1 day, 7:31:15, time: 1.280, data_time: 0.101, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3796, loss: 1.3796 2020-06-18 19:41:45,021 - mmaction - INFO - Epoch [44][440/1879] lr: 1.000e-03, eta: 1 day, 7:31:02, time: 1.314, data_time: 0.142, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2205, loss: 1.2205 2020-06-18 19:42:08,147 - mmaction - INFO - Epoch [44][460/1879] lr: 1.000e-03, eta: 1 day, 7:30:43, time: 1.155, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3340, loss: 1.3340 2020-06-18 19:42:31,193 - mmaction - INFO - Epoch [44][480/1879] lr: 1.000e-03, eta: 1 day, 7:30:25, time: 1.152, data_time: 0.018, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5398, loss: 1.5398 2020-06-18 19:42:52,583 - mmaction - INFO - Epoch [44][500/1879] lr: 1.000e-03, eta: 1 day, 7:30:04, time: 1.071, data_time: 0.027, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5247, loss: 1.5247 2020-06-18 19:43:15,101 - mmaction - INFO - Epoch [44][520/1879] lr: 1.000e-03, eta: 1 day, 7:29:44, time: 1.126, data_time: 0.271, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4957, loss: 1.4957 2020-06-18 19:43:36,968 - mmaction - INFO - Epoch [44][540/1879] lr: 1.000e-03, eta: 1 day, 7:29:24, time: 1.093, data_time: 0.126, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5855, loss: 1.5855 2020-06-18 19:43:56,222 - mmaction - INFO - Epoch [44][560/1879] lr: 1.000e-03, eta: 1 day, 7:29:00, time: 0.963, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2527, loss: 1.2527 2020-06-18 19:44:20,294 - mmaction - INFO - Epoch [44][580/1879] lr: 1.000e-03, eta: 1 day, 7:28:43, time: 1.203, data_time: 0.297, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4192, loss: 1.4192 2020-06-18 19:44:39,434 - mmaction - INFO - Epoch [44][600/1879] lr: 1.000e-03, eta: 1 day, 7:28:18, time: 0.958, data_time: 0.055, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3061, loss: 1.3061 2020-06-18 19:44:58,848 - mmaction - INFO - Epoch [44][620/1879] lr: 1.000e-03, eta: 1 day, 7:27:54, time: 0.970, data_time: 0.029, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.4040, loss: 1.4040 2020-06-18 19:45:19,875 - mmaction - INFO - Epoch [44][640/1879] lr: 1.000e-03, eta: 1 day, 7:27:32, time: 1.052, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2823, loss: 1.2823 2020-06-18 19:45:38,713 - mmaction - INFO - Epoch [44][660/1879] lr: 1.000e-03, eta: 1 day, 7:27:07, time: 0.942, data_time: 0.311, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4095, loss: 1.4095 2020-06-18 19:45:59,997 - mmaction - INFO - Epoch [44][680/1879] lr: 1.000e-03, eta: 1 day, 7:26:46, time: 1.062, data_time: 0.049, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4986, loss: 1.4986 2020-06-18 19:46:19,012 - mmaction - INFO - Epoch [44][700/1879] lr: 1.000e-03, eta: 1 day, 7:26:21, time: 0.952, data_time: 0.010, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4172, loss: 1.4172 2020-06-18 19:46:45,889 - mmaction - INFO - Epoch [44][720/1879] lr: 1.000e-03, eta: 1 day, 7:26:09, time: 1.344, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8875, loss_cls: 1.3789, loss: 1.3789 2020-06-18 19:47:08,651 - mmaction - INFO - Epoch [44][740/1879] lr: 1.000e-03, eta: 1 day, 7:25:50, time: 1.138, data_time: 0.008, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4450, loss: 1.4450 2020-06-18 19:47:28,365 - mmaction - INFO - Epoch [44][760/1879] lr: 1.000e-03, eta: 1 day, 7:25:26, time: 0.986, data_time: 0.020, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4449, loss: 1.4449 2020-06-18 19:47:47,918 - mmaction - INFO - Epoch [44][780/1879] lr: 1.000e-03, eta: 1 day, 7:25:02, time: 0.977, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4371, loss: 1.4371 2020-06-18 19:48:08,551 - mmaction - INFO - Epoch [44][800/1879] lr: 1.000e-03, eta: 1 day, 7:24:40, time: 1.030, data_time: 0.010, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.2440, loss: 1.2440 2020-06-18 19:48:29,470 - mmaction - INFO - Epoch [44][820/1879] lr: 1.000e-03, eta: 1 day, 7:24:18, time: 1.047, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.3112, loss: 1.3112 2020-06-18 19:48:47,453 - mmaction - INFO - Epoch [44][840/1879] lr: 1.000e-03, eta: 1 day, 7:23:51, time: 0.897, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3071, loss: 1.3071 2020-06-18 19:49:09,075 - mmaction - INFO - Epoch [44][860/1879] lr: 1.000e-03, eta: 1 day, 7:23:31, time: 1.083, data_time: 0.118, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2932, loss: 1.2932 2020-06-18 19:49:27,277 - mmaction - INFO - Epoch [44][880/1879] lr: 1.000e-03, eta: 1 day, 7:23:05, time: 0.910, data_time: 0.013, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4909, loss: 1.4909 2020-06-18 19:49:49,743 - mmaction - INFO - Epoch [44][900/1879] lr: 1.000e-03, eta: 1 day, 7:22:45, time: 1.125, data_time: 0.093, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.7378, loss: 1.7378 2020-06-18 19:50:13,200 - mmaction - INFO - Epoch [44][920/1879] lr: 1.000e-03, eta: 1 day, 7:22:27, time: 1.173, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4165, loss: 1.4165 2020-06-18 19:50:32,525 - mmaction - INFO - Epoch [44][940/1879] lr: 1.000e-03, eta: 1 day, 7:22:03, time: 0.966, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5756, loss: 1.5756 2020-06-18 19:50:59,941 - mmaction - INFO - Epoch [44][960/1879] lr: 1.000e-03, eta: 1 day, 7:21:51, time: 1.371, data_time: 0.005, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1843, loss: 1.1843 2020-06-18 19:51:26,546 - mmaction - INFO - Epoch [44][980/1879] lr: 1.000e-03, eta: 1 day, 7:21:38, time: 1.330, data_time: 0.282, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2645, loss: 1.2645 2020-06-18 19:51:51,651 - mmaction - INFO - Epoch [44][1000/1879] lr: 1.000e-03, eta: 1 day, 7:21:23, time: 1.255, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5222, loss: 1.5222 2020-06-18 19:52:17,579 - mmaction - INFO - Epoch [44][1020/1879] lr: 1.000e-03, eta: 1 day, 7:21:09, time: 1.296, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.2190, loss: 1.2190 2020-06-18 19:52:39,073 - mmaction - INFO - Epoch [44][1040/1879] lr: 1.000e-03, eta: 1 day, 7:20:48, time: 1.075, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4845, loss: 1.4845 2020-06-18 19:53:00,773 - mmaction - INFO - Epoch [44][1060/1879] lr: 1.000e-03, eta: 1 day, 7:20:27, time: 1.085, data_time: 0.210, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3936, loss: 1.3936 2020-06-18 19:53:23,706 - mmaction - INFO - Epoch [44][1080/1879] lr: 1.000e-03, eta: 1 day, 7:20:08, time: 1.146, data_time: 0.205, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.6524, loss: 1.6524 2020-06-18 19:53:51,799 - mmaction - INFO - Epoch [44][1100/1879] lr: 1.000e-03, eta: 1 day, 7:19:58, time: 1.406, data_time: 0.084, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4705, loss: 1.4705 2020-06-18 19:54:16,210 - mmaction - INFO - Epoch [44][1120/1879] lr: 1.000e-03, eta: 1 day, 7:19:41, time: 1.221, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.3703, loss: 1.3703 2020-06-18 19:54:40,227 - mmaction - INFO - Epoch [44][1140/1879] lr: 1.000e-03, eta: 1 day, 7:19:24, time: 1.201, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8812, loss_cls: 1.3680, loss: 1.3680 2020-06-18 19:55:02,963 - mmaction - INFO - Epoch [44][1160/1879] lr: 1.000e-03, eta: 1 day, 7:19:05, time: 1.137, data_time: 0.063, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4156, loss: 1.4156 2020-06-18 19:55:20,552 - mmaction - INFO - Epoch [44][1180/1879] lr: 1.000e-03, eta: 1 day, 7:18:38, time: 0.879, data_time: 0.221, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7950, loss: 1.7950 2020-06-18 19:55:44,241 - mmaction - INFO - Epoch [44][1200/1879] lr: 1.000e-03, eta: 1 day, 7:18:21, time: 1.183, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3714, loss: 1.3714 2020-06-18 19:56:08,169 - mmaction - INFO - Epoch [44][1220/1879] lr: 1.000e-03, eta: 1 day, 7:18:03, time: 1.197, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.6293, loss: 1.6293 2020-06-18 19:56:31,745 - mmaction - INFO - Epoch [44][1240/1879] lr: 1.000e-03, eta: 1 day, 7:17:46, time: 1.180, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0954, loss: 1.0954 2020-06-18 19:56:52,378 - mmaction - INFO - Epoch [44][1260/1879] lr: 1.000e-03, eta: 1 day, 7:17:23, time: 1.032, data_time: 0.179, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2211, loss: 1.2211 2020-06-18 19:57:15,953 - mmaction - INFO - Epoch [44][1280/1879] lr: 1.000e-03, eta: 1 day, 7:17:05, time: 1.175, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3281, loss: 1.3281 2020-06-18 19:57:40,782 - mmaction - INFO - Epoch [44][1300/1879] lr: 1.000e-03, eta: 1 day, 7:16:50, time: 1.243, data_time: 0.023, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5171, loss: 1.5171 2020-06-18 19:58:02,388 - mmaction - INFO - Epoch [44][1320/1879] lr: 1.000e-03, eta: 1 day, 7:16:29, time: 1.082, data_time: 0.597, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.6422, loss: 1.6422 2020-06-18 19:58:29,303 - mmaction - INFO - Epoch [44][1340/1879] lr: 1.000e-03, eta: 1 day, 7:16:16, time: 1.346, data_time: 0.316, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.5016, loss: 1.5016 2020-06-18 19:58:51,357 - mmaction - INFO - Epoch [44][1360/1879] lr: 1.000e-03, eta: 1 day, 7:15:56, time: 1.102, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7542, loss: 1.7542 2020-06-18 19:59:12,088 - mmaction - INFO - Epoch [44][1380/1879] lr: 1.000e-03, eta: 1 day, 7:15:34, time: 1.036, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6253, loss: 1.6253 2020-06-18 19:59:35,283 - mmaction - INFO - Epoch [44][1400/1879] lr: 1.000e-03, eta: 1 day, 7:15:16, time: 1.160, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2670, loss: 1.2670 2020-06-18 20:00:00,431 - mmaction - INFO - Epoch [44][1420/1879] lr: 1.000e-03, eta: 1 day, 7:15:00, time: 1.258, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.2678, loss: 1.2678 2020-06-18 20:00:24,520 - mmaction - INFO - Epoch [44][1440/1879] lr: 1.000e-03, eta: 1 day, 7:14:43, time: 1.203, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3407, loss: 1.3407 2020-06-18 20:00:49,733 - mmaction - INFO - Epoch [44][1460/1879] lr: 1.000e-03, eta: 1 day, 7:14:28, time: 1.262, data_time: 0.322, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2809, loss: 1.2809 2020-06-18 20:01:22,646 - mmaction - INFO - Epoch [44][1480/1879] lr: 1.000e-03, eta: 1 day, 7:14:24, time: 1.646, data_time: 0.063, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.4066, loss: 1.4066 2020-06-18 20:01:51,436 - mmaction - INFO - Epoch [44][1500/1879] lr: 1.000e-03, eta: 1 day, 7:14:15, time: 1.439, data_time: 0.184, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.4393, loss: 1.4393 2020-06-18 20:02:23,872 - mmaction - INFO - Epoch [44][1520/1879] lr: 1.000e-03, eta: 1 day, 7:14:10, time: 1.622, data_time: 1.164, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.5570, loss: 1.5570 2020-06-18 20:02:56,807 - mmaction - INFO - Epoch [44][1540/1879] lr: 1.000e-03, eta: 1 day, 7:14:07, time: 1.647, data_time: 0.174, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1692, loss: 1.1692 2020-06-18 20:03:31,075 - mmaction - INFO - Epoch [44][1560/1879] lr: 1.000e-03, eta: 1 day, 7:14:05, time: 1.712, data_time: 0.837, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4236, loss: 1.4236 2020-06-18 20:03:52,457 - mmaction - INFO - Epoch [44][1580/1879] lr: 1.000e-03, eta: 1 day, 7:13:44, time: 1.069, data_time: 0.016, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4366, loss: 1.4366 2020-06-18 20:04:19,492 - mmaction - INFO - Epoch [44][1600/1879] lr: 1.000e-03, eta: 1 day, 7:13:31, time: 1.352, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4113, loss: 1.4113 2020-06-18 20:04:40,387 - mmaction - INFO - Epoch [44][1620/1879] lr: 1.000e-03, eta: 1 day, 7:13:09, time: 1.045, data_time: 0.001, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7536, loss: 1.7536 2020-06-18 20:05:03,937 - mmaction - INFO - Epoch [44][1640/1879] lr: 1.000e-03, eta: 1 day, 7:12:52, time: 1.177, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4667, loss: 1.4667 2020-06-18 20:05:33,097 - mmaction - INFO - Epoch [44][1660/1879] lr: 1.000e-03, eta: 1 day, 7:12:42, time: 1.457, data_time: 0.134, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5131, loss: 1.5131 2020-06-18 20:05:53,989 - mmaction - INFO - Epoch [44][1680/1879] lr: 1.000e-03, eta: 1 day, 7:12:20, time: 1.045, data_time: 0.067, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2091, loss: 1.2091 2020-06-18 20:06:16,507 - mmaction - INFO - Epoch [44][1700/1879] lr: 1.000e-03, eta: 1 day, 7:12:01, time: 1.126, data_time: 0.071, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5347, loss: 1.5347 2020-06-18 20:06:41,388 - mmaction - INFO - Epoch [44][1720/1879] lr: 1.000e-03, eta: 1 day, 7:11:45, time: 1.244, data_time: 0.169, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.4882, loss: 1.4882 2020-06-18 20:07:02,890 - mmaction - INFO - Epoch [44][1740/1879] lr: 1.000e-03, eta: 1 day, 7:11:24, time: 1.074, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3651, loss: 1.3651 2020-06-18 20:07:27,981 - mmaction - INFO - Epoch [44][1760/1879] lr: 1.000e-03, eta: 1 day, 7:11:08, time: 1.256, data_time: 0.014, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5891, loss: 1.5891 2020-06-18 20:07:51,733 - mmaction - INFO - Epoch [44][1780/1879] lr: 1.000e-03, eta: 1 day, 7:10:51, time: 1.188, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4042, loss: 1.4042 2020-06-18 20:08:18,075 - mmaction - INFO - Epoch [44][1800/1879] lr: 1.000e-03, eta: 1 day, 7:10:37, time: 1.317, data_time: 0.013, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.6012, loss: 1.6012 2020-06-18 20:08:43,404 - mmaction - INFO - Epoch [44][1820/1879] lr: 1.000e-03, eta: 1 day, 7:10:22, time: 1.267, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5583, loss: 1.5583 2020-06-18 20:09:03,534 - mmaction - INFO - Epoch [44][1840/1879] lr: 1.000e-03, eta: 1 day, 7:09:59, time: 1.006, data_time: 0.145, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2525, loss: 1.2525 2020-06-18 20:09:25,157 - mmaction - INFO - Epoch [44][1860/1879] lr: 1.000e-03, eta: 1 day, 7:09:38, time: 1.081, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7625, loss_cls: 1.8373, loss: 1.8373 2020-06-18 20:09:52,552 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-06-18 20:12:24,116 - mmaction - INFO - Epoch [45][20/1879] lr: 1.000e-03, eta: 1 day, 7:11:41, time: 7.536, data_time: 5.855, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4323, loss: 1.4323 2020-06-18 20:12:57,860 - mmaction - INFO - Epoch [45][40/1879] lr: 1.000e-03, eta: 1 day, 7:11:39, time: 1.688, data_time: 0.510, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3713, loss: 1.3713 2020-06-18 20:13:28,359 - mmaction - INFO - Epoch [45][60/1879] lr: 1.000e-03, eta: 1 day, 7:11:31, time: 1.525, data_time: 0.182, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.6011, loss: 1.6011 2020-06-18 20:14:03,595 - mmaction - INFO - Epoch [45][80/1879] lr: 1.000e-03, eta: 1 day, 7:11:31, time: 1.762, data_time: 0.006, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3184, loss: 1.3184 2020-06-18 20:14:30,054 - mmaction - INFO - Epoch [45][100/1879] lr: 1.000e-03, eta: 1 day, 7:11:17, time: 1.322, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.5020, loss: 1.5020 2020-06-18 20:15:01,336 - mmaction - INFO - Epoch [45][120/1879] lr: 1.000e-03, eta: 1 day, 7:11:11, time: 1.565, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2335, loss: 1.2335 2020-06-18 20:15:24,719 - mmaction - INFO - Epoch [45][140/1879] lr: 1.000e-03, eta: 1 day, 7:10:52, time: 1.168, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4831, loss: 1.4831 2020-06-18 20:15:56,354 - mmaction - INFO - Epoch [45][160/1879] lr: 1.000e-03, eta: 1 day, 7:10:47, time: 1.583, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.5344, loss: 1.5344 2020-06-18 20:16:24,194 - mmaction - INFO - Epoch [45][180/1879] lr: 1.000e-03, eta: 1 day, 7:10:35, time: 1.392, data_time: 0.095, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3484, loss: 1.3484 2020-06-18 20:16:48,468 - mmaction - INFO - Epoch [45][200/1879] lr: 1.000e-03, eta: 1 day, 7:10:18, time: 1.214, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.4741, loss: 1.4741 2020-06-18 20:17:17,917 - mmaction - INFO - Epoch [45][220/1879] lr: 1.000e-03, eta: 1 day, 7:10:09, time: 1.473, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.5901, loss: 1.5901 2020-06-18 20:17:43,191 - mmaction - INFO - Epoch [45][240/1879] lr: 1.000e-03, eta: 1 day, 7:09:53, time: 1.264, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1507, loss: 1.1507 2020-06-18 20:18:04,176 - mmaction - INFO - Epoch [45][260/1879] lr: 1.000e-03, eta: 1 day, 7:09:31, time: 1.049, data_time: 0.219, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.1736, loss: 1.1736 2020-06-18 20:18:26,640 - mmaction - INFO - Epoch [45][280/1879] lr: 1.000e-03, eta: 1 day, 7:09:11, time: 1.123, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1844, loss: 1.1844 2020-06-18 20:18:51,353 - mmaction - INFO - Epoch [45][300/1879] lr: 1.000e-03, eta: 1 day, 7:08:55, time: 1.236, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.2151, loss: 1.2151 2020-06-18 20:19:15,854 - mmaction - INFO - Epoch [45][320/1879] lr: 1.000e-03, eta: 1 day, 7:08:38, time: 1.223, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4941, loss: 1.4941 2020-06-18 20:19:40,548 - mmaction - INFO - Epoch [45][340/1879] lr: 1.000e-03, eta: 1 day, 7:08:22, time: 1.236, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3627, loss: 1.3627 2020-06-18 20:20:05,229 - mmaction - INFO - Epoch [45][360/1879] lr: 1.000e-03, eta: 1 day, 7:08:06, time: 1.234, data_time: 0.053, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4391, loss: 1.4391 2020-06-18 20:20:33,398 - mmaction - INFO - Epoch [45][380/1879] lr: 1.000e-03, eta: 1 day, 7:07:54, time: 1.408, data_time: 0.261, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3581, loss: 1.3581 2020-06-18 20:20:55,939 - mmaction - INFO - Epoch [45][400/1879] lr: 1.000e-03, eta: 1 day, 7:07:35, time: 1.127, data_time: 0.284, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2666, loss: 1.2666 2020-06-18 20:21:20,027 - mmaction - INFO - Epoch [45][420/1879] lr: 1.000e-03, eta: 1 day, 7:07:18, time: 1.204, data_time: 0.126, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8500, loss_cls: 1.5194, loss: 1.5194 2020-06-18 20:21:45,992 - mmaction - INFO - Epoch [45][440/1879] lr: 1.000e-03, eta: 1 day, 7:07:03, time: 1.299, data_time: 0.063, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.6316, loss: 1.6316 2020-06-18 20:22:10,652 - mmaction - INFO - Epoch [45][460/1879] lr: 1.000e-03, eta: 1 day, 7:06:47, time: 1.233, data_time: 0.078, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2562, loss: 1.2562 2020-06-18 20:22:33,504 - mmaction - INFO - Epoch [45][480/1879] lr: 1.000e-03, eta: 1 day, 7:06:27, time: 1.143, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3627, loss: 1.3627 2020-06-18 20:22:55,930 - mmaction - INFO - Epoch [45][500/1879] lr: 1.000e-03, eta: 1 day, 7:06:08, time: 1.121, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3858, loss: 1.3858 2020-06-18 20:23:19,989 - mmaction - INFO - Epoch [45][520/1879] lr: 1.000e-03, eta: 1 day, 7:05:50, time: 1.203, data_time: 0.058, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2633, loss: 1.2633 2020-06-18 20:23:43,522 - mmaction - INFO - Epoch [45][540/1879] lr: 1.000e-03, eta: 1 day, 7:05:32, time: 1.177, data_time: 0.061, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1904, loss: 1.1904 2020-06-18 20:24:06,771 - mmaction - INFO - Epoch [45][560/1879] lr: 1.000e-03, eta: 1 day, 7:05:13, time: 1.162, data_time: 0.142, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4704, loss: 1.4704 2020-06-18 20:24:26,058 - mmaction - INFO - Epoch [45][580/1879] lr: 1.000e-03, eta: 1 day, 7:04:49, time: 0.965, data_time: 0.041, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.5086, loss: 1.5086 2020-06-18 20:24:50,031 - mmaction - INFO - Epoch [45][600/1879] lr: 1.000e-03, eta: 1 day, 7:04:31, time: 1.197, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4388, loss: 1.4388 2020-06-18 20:25:12,787 - mmaction - INFO - Epoch [45][620/1879] lr: 1.000e-03, eta: 1 day, 7:04:12, time: 1.138, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.4220, loss: 1.4220 2020-06-18 20:25:34,815 - mmaction - INFO - Epoch [45][640/1879] lr: 1.000e-03, eta: 1 day, 7:03:52, time: 1.101, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4223, loss: 1.4223 2020-06-18 20:25:58,774 - mmaction - INFO - Epoch [45][660/1879] lr: 1.000e-03, eta: 1 day, 7:03:34, time: 1.199, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7812, loss_cls: 1.7543, loss: 1.7543 2020-06-18 20:26:23,365 - mmaction - INFO - Epoch [45][680/1879] lr: 1.000e-03, eta: 1 day, 7:03:17, time: 1.229, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.5201, loss: 1.5201 2020-06-18 20:26:43,950 - mmaction - INFO - Epoch [45][700/1879] lr: 1.000e-03, eta: 1 day, 7:02:55, time: 1.029, data_time: 0.298, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4875, loss: 1.4875 2020-06-18 20:27:07,724 - mmaction - INFO - Epoch [45][720/1879] lr: 1.000e-03, eta: 1 day, 7:02:37, time: 1.187, data_time: 0.470, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6731, loss: 1.6731 2020-06-18 20:27:29,602 - mmaction - INFO - Epoch [45][740/1879] lr: 1.000e-03, eta: 1 day, 7:02:16, time: 1.096, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.7304, loss: 1.7304 2020-06-18 20:27:55,015 - mmaction - INFO - Epoch [45][760/1879] lr: 1.000e-03, eta: 1 day, 7:02:01, time: 1.270, data_time: 0.013, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.5269, loss: 1.5269 2020-06-18 20:28:19,320 - mmaction - INFO - Epoch [45][780/1879] lr: 1.000e-03, eta: 1 day, 7:01:44, time: 1.214, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2354, loss: 1.2354 2020-06-18 20:28:38,464 - mmaction - INFO - Epoch [45][800/1879] lr: 1.000e-03, eta: 1 day, 7:01:19, time: 0.959, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3469, loss: 1.3469 2020-06-18 20:28:56,708 - mmaction - INFO - Epoch [45][820/1879] lr: 1.000e-03, eta: 1 day, 7:00:53, time: 0.912, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2828, loss: 1.2828 2020-06-18 20:29:13,904 - mmaction - INFO - Epoch [45][840/1879] lr: 1.000e-03, eta: 1 day, 7:00:25, time: 0.858, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8812, loss_cls: 1.3193, loss: 1.3193 2020-06-18 20:29:40,695 - mmaction - INFO - Epoch [45][860/1879] lr: 1.000e-03, eta: 1 day, 7:00:12, time: 1.341, data_time: 0.192, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2951, loss: 1.2951 2020-06-18 20:30:02,735 - mmaction - INFO - Epoch [45][880/1879] lr: 1.000e-03, eta: 1 day, 6:59:52, time: 1.102, data_time: 0.099, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4806, loss: 1.4806 2020-06-18 20:30:23,329 - mmaction - INFO - Epoch [45][900/1879] lr: 1.000e-03, eta: 1 day, 6:59:29, time: 1.029, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3314, loss: 1.3314 2020-06-18 20:30:42,639 - mmaction - INFO - Epoch [45][920/1879] lr: 1.000e-03, eta: 1 day, 6:59:05, time: 0.967, data_time: 0.276, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6142, loss: 1.6142 2020-06-18 20:31:05,319 - mmaction - INFO - Epoch [45][940/1879] lr: 1.000e-03, eta: 1 day, 6:58:45, time: 1.134, data_time: 0.209, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3631, loss: 1.3631 2020-06-18 20:31:29,361 - mmaction - INFO - Epoch [45][960/1879] lr: 1.000e-03, eta: 1 day, 6:58:28, time: 1.201, data_time: 0.081, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4376, loss: 1.4376 2020-06-18 20:31:51,388 - mmaction - INFO - Epoch [45][980/1879] lr: 1.000e-03, eta: 1 day, 6:58:07, time: 1.101, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3290, loss: 1.3290 2020-06-18 20:32:11,947 - mmaction - INFO - Epoch [45][1000/1879] lr: 1.000e-03, eta: 1 day, 6:57:45, time: 1.030, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8063, loss_cls: 1.4845, loss: 1.4845 2020-06-18 20:32:35,162 - mmaction - INFO - Epoch [45][1020/1879] lr: 1.000e-03, eta: 1 day, 6:57:26, time: 1.161, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4033, loss: 1.4033 2020-06-18 20:32:59,803 - mmaction - INFO - Epoch [45][1040/1879] lr: 1.000e-03, eta: 1 day, 6:57:09, time: 1.232, data_time: 0.106, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3442, loss: 1.3442 2020-06-18 20:33:19,197 - mmaction - INFO - Epoch [45][1060/1879] lr: 1.000e-03, eta: 1 day, 6:56:45, time: 0.969, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1436, loss: 1.1436 2020-06-18 20:33:42,757 - mmaction - INFO - Epoch [45][1080/1879] lr: 1.000e-03, eta: 1 day, 6:56:27, time: 1.179, data_time: 0.469, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.5339, loss: 1.5339 2020-06-18 20:34:07,294 - mmaction - INFO - Epoch [45][1100/1879] lr: 1.000e-03, eta: 1 day, 6:56:10, time: 1.226, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2443, loss: 1.2443 2020-06-18 20:34:31,507 - mmaction - INFO - Epoch [45][1120/1879] lr: 1.000e-03, eta: 1 day, 6:55:53, time: 1.212, data_time: 0.266, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3819, loss: 1.3819 2020-06-18 20:34:55,513 - mmaction - INFO - Epoch [45][1140/1879] lr: 1.000e-03, eta: 1 day, 6:55:35, time: 1.201, data_time: 0.334, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3606, loss: 1.3606 2020-06-18 20:35:19,812 - mmaction - INFO - Epoch [45][1160/1879] lr: 1.000e-03, eta: 1 day, 6:55:18, time: 1.215, data_time: 0.214, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.4643, loss: 1.4643 2020-06-18 20:35:42,231 - mmaction - INFO - Epoch [45][1180/1879] lr: 1.000e-03, eta: 1 day, 6:54:58, time: 1.121, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.5962, loss: 1.5962 2020-06-18 20:36:05,561 - mmaction - INFO - Epoch [45][1200/1879] lr: 1.000e-03, eta: 1 day, 6:54:40, time: 1.166, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4719, loss: 1.4719 2020-06-18 20:36:28,253 - mmaction - INFO - Epoch [45][1220/1879] lr: 1.000e-03, eta: 1 day, 6:54:20, time: 1.134, data_time: 0.366, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3704, loss: 1.3704 2020-06-18 20:36:49,733 - mmaction - INFO - Epoch [45][1240/1879] lr: 1.000e-03, eta: 1 day, 6:53:59, time: 1.074, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3205, loss: 1.3205 2020-06-18 20:37:12,432 - mmaction - INFO - Epoch [45][1260/1879] lr: 1.000e-03, eta: 1 day, 6:53:39, time: 1.135, data_time: 0.011, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8063, loss_cls: 1.4718, loss: 1.4718 2020-06-18 20:37:36,505 - mmaction - INFO - Epoch [45][1280/1879] lr: 1.000e-03, eta: 1 day, 6:53:22, time: 1.202, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.2860, loss: 1.2860 2020-06-18 20:37:55,892 - mmaction - INFO - Epoch [45][1300/1879] lr: 1.000e-03, eta: 1 day, 6:52:58, time: 0.971, data_time: 0.061, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3553, loss: 1.3553 2020-06-18 20:38:15,510 - mmaction - INFO - Epoch [45][1320/1879] lr: 1.000e-03, eta: 1 day, 6:52:34, time: 0.980, data_time: 0.381, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3146, loss: 1.3146 2020-06-18 20:38:37,549 - mmaction - INFO - Epoch [45][1340/1879] lr: 1.000e-03, eta: 1 day, 6:52:13, time: 1.103, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.5331, loss: 1.5331 2020-06-18 20:38:58,200 - mmaction - INFO - Epoch [45][1360/1879] lr: 1.000e-03, eta: 1 day, 6:51:51, time: 1.032, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4313, loss: 1.4313 2020-06-18 20:39:19,168 - mmaction - INFO - Epoch [45][1380/1879] lr: 1.000e-03, eta: 1 day, 6:51:29, time: 1.048, data_time: 0.103, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1967, loss: 1.1967 2020-06-18 20:39:40,234 - mmaction - INFO - Epoch [45][1400/1879] lr: 1.000e-03, eta: 1 day, 6:51:07, time: 1.052, data_time: 0.035, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2468, loss: 1.2468 2020-06-18 20:40:00,441 - mmaction - INFO - Epoch [45][1420/1879] lr: 1.000e-03, eta: 1 day, 6:50:44, time: 1.010, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3911, loss: 1.3911 2020-06-18 20:40:20,951 - mmaction - INFO - Epoch [45][1440/1879] lr: 1.000e-03, eta: 1 day, 6:50:21, time: 1.027, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4539, loss: 1.4539 2020-06-18 20:40:45,117 - mmaction - INFO - Epoch [45][1460/1879] lr: 1.000e-03, eta: 1 day, 6:50:04, time: 1.207, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4493, loss: 1.4493 2020-06-18 20:41:05,838 - mmaction - INFO - Epoch [45][1480/1879] lr: 1.000e-03, eta: 1 day, 6:49:41, time: 1.036, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3383, loss: 1.3383 2020-06-18 20:41:26,365 - mmaction - INFO - Epoch [45][1500/1879] lr: 1.000e-03, eta: 1 day, 6:49:19, time: 1.028, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3764, loss: 1.3764 2020-06-18 20:41:51,239 - mmaction - INFO - Epoch [45][1520/1879] lr: 1.000e-03, eta: 1 day, 6:49:02, time: 1.242, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.3743, loss: 1.3743 2020-06-18 20:42:14,443 - mmaction - INFO - Epoch [45][1540/1879] lr: 1.000e-03, eta: 1 day, 6:48:43, time: 1.160, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8187, loss_cls: 1.4204, loss: 1.4204 2020-06-18 20:42:39,757 - mmaction - INFO - Epoch [45][1560/1879] lr: 1.000e-03, eta: 1 day, 6:48:28, time: 1.267, data_time: 0.011, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2210, loss: 1.2210 2020-06-18 20:43:05,630 - mmaction - INFO - Epoch [45][1580/1879] lr: 1.000e-03, eta: 1 day, 6:48:13, time: 1.294, data_time: 0.351, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.5832, loss: 1.5832 2020-06-18 20:43:28,901 - mmaction - INFO - Epoch [45][1600/1879] lr: 1.000e-03, eta: 1 day, 6:47:54, time: 1.163, data_time: 0.006, memory: 5168, top1_acc: 0.6500, top5_acc: 0.9000, loss_cls: 1.2520, loss: 1.2520 2020-06-18 20:43:54,502 - mmaction - INFO - Epoch [45][1620/1879] lr: 1.000e-03, eta: 1 day, 6:47:39, time: 1.280, data_time: 0.037, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.3802, loss: 1.3802 2020-06-18 20:44:16,161 - mmaction - INFO - Epoch [45][1640/1879] lr: 1.000e-03, eta: 1 day, 6:47:18, time: 1.083, data_time: 0.572, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3626, loss: 1.3626 2020-06-18 20:44:42,863 - mmaction - INFO - Epoch [45][1660/1879] lr: 1.000e-03, eta: 1 day, 6:47:04, time: 1.335, data_time: 0.320, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.5917, loss: 1.5917 2020-06-18 20:45:04,383 - mmaction - INFO - Epoch [45][1680/1879] lr: 1.000e-03, eta: 1 day, 6:46:43, time: 1.076, data_time: 0.250, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.5064, loss: 1.5064 2020-06-18 20:45:26,348 - mmaction - INFO - Epoch [45][1700/1879] lr: 1.000e-03, eta: 1 day, 6:46:22, time: 1.099, data_time: 0.071, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4373, loss: 1.4373 2020-06-18 20:45:50,022 - mmaction - INFO - Epoch [45][1720/1879] lr: 1.000e-03, eta: 1 day, 6:46:04, time: 1.184, data_time: 0.037, memory: 5168, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.2670, loss: 1.2670 2020-06-18 20:46:08,795 - mmaction - INFO - Epoch [45][1740/1879] lr: 1.000e-03, eta: 1 day, 6:45:39, time: 0.938, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4208, loss: 1.4208 2020-06-18 20:46:29,239 - mmaction - INFO - Epoch [45][1760/1879] lr: 1.000e-03, eta: 1 day, 6:45:16, time: 1.022, data_time: 0.129, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2677, loss: 1.2677 2020-06-18 20:46:50,905 - mmaction - INFO - Epoch [45][1780/1879] lr: 1.000e-03, eta: 1 day, 6:44:55, time: 1.082, data_time: 0.095, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3747, loss: 1.3747 2020-06-18 20:47:10,427 - mmaction - INFO - Epoch [45][1800/1879] lr: 1.000e-03, eta: 1 day, 6:44:31, time: 0.976, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3543, loss: 1.3543 2020-06-18 20:47:32,399 - mmaction - INFO - Epoch [45][1820/1879] lr: 1.000e-03, eta: 1 day, 6:44:11, time: 1.099, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.6327, loss: 1.6327 2020-06-18 20:47:55,600 - mmaction - INFO - Epoch [45][1840/1879] lr: 1.000e-03, eta: 1 day, 6:43:52, time: 1.161, data_time: 0.474, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7313, loss: 1.7313 2020-06-18 20:48:17,243 - mmaction - INFO - Epoch [45][1860/1879] lr: 1.000e-03, eta: 1 day, 6:43:31, time: 1.082, data_time: 0.353, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2781, loss: 1.2781 2020-06-18 20:48:41,421 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-06-18 20:51:09,179 - mmaction - INFO - Epoch [46][20/1879] lr: 1.000e-03, eta: 1 day, 6:45:22, time: 7.359, data_time: 6.760, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1566, loss: 1.1566 2020-06-18 20:51:44,111 - mmaction - INFO - Epoch [46][40/1879] lr: 1.000e-03, eta: 1 day, 6:45:20, time: 1.748, data_time: 1.435, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.1607, loss: 1.1607 2020-06-18 20:52:21,309 - mmaction - INFO - Epoch [46][60/1879] lr: 1.000e-03, eta: 1 day, 6:45:21, time: 1.860, data_time: 1.240, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.3167, loss: 1.3167 2020-06-18 20:52:55,671 - mmaction - INFO - Epoch [46][80/1879] lr: 1.000e-03, eta: 1 day, 6:45:18, time: 1.718, data_time: 1.405, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3867, loss: 1.3867 2020-06-18 20:53:25,477 - mmaction - INFO - Epoch [46][100/1879] lr: 1.000e-03, eta: 1 day, 6:45:09, time: 1.488, data_time: 0.801, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3012, loss: 1.3012 2020-06-18 20:53:50,107 - mmaction - INFO - Epoch [46][120/1879] lr: 1.000e-03, eta: 1 day, 6:44:52, time: 1.234, data_time: 0.805, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3817, loss: 1.3817 2020-06-18 20:54:18,467 - mmaction - INFO - Epoch [46][140/1879] lr: 1.000e-03, eta: 1 day, 6:44:41, time: 1.418, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.4833, loss: 1.4833 2020-06-18 20:54:49,300 - mmaction - INFO - Epoch [46][160/1879] lr: 1.000e-03, eta: 1 day, 6:44:33, time: 1.542, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3008, loss: 1.3008 2020-06-18 20:55:14,685 - mmaction - INFO - Epoch [46][180/1879] lr: 1.000e-03, eta: 1 day, 6:44:17, time: 1.269, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3773, loss: 1.3773 2020-06-18 20:55:38,115 - mmaction - INFO - Epoch [46][200/1879] lr: 1.000e-03, eta: 1 day, 6:43:58, time: 1.172, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.4012, loss: 1.4012 2020-06-18 20:56:06,628 - mmaction - INFO - Epoch [46][220/1879] lr: 1.000e-03, eta: 1 day, 6:43:47, time: 1.426, data_time: 0.420, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3337, loss: 1.3337 2020-06-18 20:56:29,431 - mmaction - INFO - Epoch [46][240/1879] lr: 1.000e-03, eta: 1 day, 6:43:27, time: 1.140, data_time: 0.108, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.4884, loss: 1.4884 2020-06-18 20:56:56,019 - mmaction - INFO - Epoch [46][260/1879] lr: 1.000e-03, eta: 1 day, 6:43:13, time: 1.330, data_time: 0.068, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1980, loss: 1.1980 2020-06-18 20:57:19,105 - mmaction - INFO - Epoch [46][280/1879] lr: 1.000e-03, eta: 1 day, 6:42:54, time: 1.154, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0016, loss: 1.0016 2020-06-18 20:57:52,080 - mmaction - INFO - Epoch [46][300/1879] lr: 1.000e-03, eta: 1 day, 6:42:49, time: 1.649, data_time: 0.077, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3996, loss: 1.3996 2020-06-18 20:58:18,517 - mmaction - INFO - Epoch [46][320/1879] lr: 1.000e-03, eta: 1 day, 6:42:35, time: 1.322, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2520, loss: 1.2520 2020-06-18 20:58:42,940 - mmaction - INFO - Epoch [46][340/1879] lr: 1.000e-03, eta: 1 day, 6:42:18, time: 1.221, data_time: 0.383, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9500, loss_cls: 1.0343, loss: 1.0343 2020-06-18 20:59:11,147 - mmaction - INFO - Epoch [46][360/1879] lr: 1.000e-03, eta: 1 day, 6:42:06, time: 1.410, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3548, loss: 1.3548 2020-06-18 20:59:35,249 - mmaction - INFO - Epoch [46][380/1879] lr: 1.000e-03, eta: 1 day, 6:41:48, time: 1.205, data_time: 0.048, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.3729, loss: 1.3729 2020-06-18 20:59:59,211 - mmaction - INFO - Epoch [46][400/1879] lr: 1.000e-03, eta: 1 day, 6:41:31, time: 1.197, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2335, loss: 1.2335 2020-06-18 21:00:23,864 - mmaction - INFO - Epoch [46][420/1879] lr: 1.000e-03, eta: 1 day, 6:41:14, time: 1.232, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3787, loss: 1.3787 2020-06-18 21:00:46,328 - mmaction - INFO - Epoch [46][440/1879] lr: 1.000e-03, eta: 1 day, 6:40:54, time: 1.125, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2515, loss: 1.2515 2020-06-18 21:01:14,000 - mmaction - INFO - Epoch [46][460/1879] lr: 1.000e-03, eta: 1 day, 6:40:41, time: 1.384, data_time: 0.072, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2931, loss: 1.2931 2020-06-18 21:01:40,231 - mmaction - INFO - Epoch [46][480/1879] lr: 1.000e-03, eta: 1 day, 6:40:26, time: 1.311, data_time: 0.194, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.6252, loss: 1.6252 2020-06-18 21:02:04,397 - mmaction - INFO - Epoch [46][500/1879] lr: 1.000e-03, eta: 1 day, 6:40:09, time: 1.209, data_time: 0.008, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2895, loss: 1.2895 2020-06-18 21:02:30,196 - mmaction - INFO - Epoch [46][520/1879] lr: 1.000e-03, eta: 1 day, 6:39:53, time: 1.290, data_time: 0.016, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2674, loss: 1.2674 2020-06-18 21:02:58,979 - mmaction - INFO - Epoch [46][540/1879] lr: 1.000e-03, eta: 1 day, 6:39:42, time: 1.439, data_time: 0.609, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4333, loss: 1.4333 2020-06-18 21:03:23,466 - mmaction - INFO - Epoch [46][560/1879] lr: 1.000e-03, eta: 1 day, 6:39:25, time: 1.225, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4528, loss: 1.4528 2020-06-18 21:03:46,295 - mmaction - INFO - Epoch [46][580/1879] lr: 1.000e-03, eta: 1 day, 6:39:06, time: 1.142, data_time: 0.006, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4206, loss: 1.4206 2020-06-18 21:04:12,999 - mmaction - INFO - Epoch [46][600/1879] lr: 1.000e-03, eta: 1 day, 6:38:52, time: 1.335, data_time: 0.146, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8313, loss_cls: 1.3188, loss: 1.3188 2020-06-18 21:04:37,106 - mmaction - INFO - Epoch [46][620/1879] lr: 1.000e-03, eta: 1 day, 6:38:34, time: 1.204, data_time: 0.838, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3539, loss: 1.3539 2020-06-18 21:05:05,029 - mmaction - INFO - Epoch [46][640/1879] lr: 1.000e-03, eta: 1 day, 6:38:22, time: 1.395, data_time: 0.341, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6200, loss: 1.6200 2020-06-18 21:05:38,927 - mmaction - INFO - Epoch [46][660/1879] lr: 1.000e-03, eta: 1 day, 6:38:18, time: 1.697, data_time: 0.004, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.5725, loss: 1.5725 2020-06-18 21:06:03,306 - mmaction - INFO - Epoch [46][680/1879] lr: 1.000e-03, eta: 1 day, 6:38:01, time: 1.219, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.6128, loss: 1.6128 2020-06-18 21:06:31,751 - mmaction - INFO - Epoch [46][700/1879] lr: 1.000e-03, eta: 1 day, 6:37:49, time: 1.422, data_time: 0.328, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1460, loss: 1.1460 2020-06-18 21:06:56,827 - mmaction - INFO - Epoch [46][720/1879] lr: 1.000e-03, eta: 1 day, 6:37:33, time: 1.252, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2776, loss: 1.2776 2020-06-18 21:07:19,754 - mmaction - INFO - Epoch [46][740/1879] lr: 1.000e-03, eta: 1 day, 6:37:13, time: 1.148, data_time: 0.186, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2440, loss: 1.2440 2020-06-18 21:07:53,865 - mmaction - INFO - Epoch [46][760/1879] lr: 1.000e-03, eta: 1 day, 6:37:10, time: 1.705, data_time: 0.062, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2970, loss: 1.2970 2020-06-18 21:08:36,397 - mmaction - INFO - Epoch [46][780/1879] lr: 1.000e-03, eta: 1 day, 6:37:18, time: 2.126, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4409, loss: 1.4409 2020-06-18 21:09:13,527 - mmaction - INFO - Epoch [46][800/1879] lr: 1.000e-03, eta: 1 day, 6:37:19, time: 1.856, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.2334, loss: 1.2334 2020-06-18 21:09:48,439 - mmaction - INFO - Epoch [46][820/1879] lr: 1.000e-03, eta: 1 day, 6:37:16, time: 1.746, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3986, loss: 1.3986 2020-06-18 21:10:28,555 - mmaction - INFO - Epoch [46][840/1879] lr: 1.000e-03, eta: 1 day, 6:37:21, time: 2.006, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.3229, loss: 1.3229 2020-06-18 21:11:00,456 - mmaction - INFO - Epoch [46][860/1879] lr: 1.000e-03, eta: 1 day, 6:37:14, time: 1.595, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3471, loss: 1.3471 2020-06-18 21:11:23,814 - mmaction - INFO - Epoch [46][880/1879] lr: 1.000e-03, eta: 1 day, 6:36:55, time: 1.168, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.3612, loss: 1.3612 2020-06-18 21:11:53,510 - mmaction - INFO - Epoch [46][900/1879] lr: 1.000e-03, eta: 1 day, 6:36:46, time: 1.484, data_time: 0.353, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3274, loss: 1.3274 2020-06-18 21:12:19,407 - mmaction - INFO - Epoch [46][920/1879] lr: 1.000e-03, eta: 1 day, 6:36:30, time: 1.296, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3542, loss: 1.3542 2020-06-18 21:12:56,094 - mmaction - INFO - Epoch [46][940/1879] lr: 1.000e-03, eta: 1 day, 6:36:30, time: 1.835, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.5107, loss: 1.5107 2020-06-18 21:13:23,642 - mmaction - INFO - Epoch [46][960/1879] lr: 1.000e-03, eta: 1 day, 6:36:17, time: 1.377, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4396, loss: 1.4396 2020-06-18 21:13:49,973 - mmaction - INFO - Epoch [46][980/1879] lr: 1.000e-03, eta: 1 day, 6:36:03, time: 1.317, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.5379, loss: 1.5379 2020-06-18 21:14:08,036 - mmaction - INFO - Epoch [46][1000/1879] lr: 1.000e-03, eta: 1 day, 6:35:36, time: 0.903, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8250, loss_cls: 1.4584, loss: 1.4584 2020-06-18 21:14:34,551 - mmaction - INFO - Epoch [46][1020/1879] lr: 1.000e-03, eta: 1 day, 6:35:22, time: 1.326, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3496, loss: 1.3496 2020-06-18 21:14:58,824 - mmaction - INFO - Epoch [46][1040/1879] lr: 1.000e-03, eta: 1 day, 6:35:04, time: 1.214, data_time: 0.110, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3718, loss: 1.3718 2020-06-18 21:15:25,313 - mmaction - INFO - Epoch [46][1060/1879] lr: 1.000e-03, eta: 1 day, 6:34:49, time: 1.323, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.5219, loss: 1.5219 2020-06-18 21:15:43,625 - mmaction - INFO - Epoch [46][1080/1879] lr: 1.000e-03, eta: 1 day, 6:34:23, time: 0.917, data_time: 0.004, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4914, loss: 1.4914 2020-06-18 21:16:06,007 - mmaction - INFO - Epoch [46][1100/1879] lr: 1.000e-03, eta: 1 day, 6:34:03, time: 1.119, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2597, loss: 1.2597 2020-06-18 21:16:26,801 - mmaction - INFO - Epoch [46][1120/1879] lr: 1.000e-03, eta: 1 day, 6:33:41, time: 1.040, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4266, loss: 1.4266 2020-06-18 21:16:50,842 - mmaction - INFO - Epoch [46][1140/1879] lr: 1.000e-03, eta: 1 day, 6:33:23, time: 1.202, data_time: 0.682, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3616, loss: 1.3616 2020-06-18 21:17:10,283 - mmaction - INFO - Epoch [46][1160/1879] lr: 1.000e-03, eta: 1 day, 6:32:58, time: 0.971, data_time: 0.113, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2507, loss: 1.2507 2020-06-18 21:17:31,744 - mmaction - INFO - Epoch [46][1180/1879] lr: 1.000e-03, eta: 1 day, 6:32:36, time: 1.073, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1050, loss: 1.1050 2020-06-18 21:17:53,200 - mmaction - INFO - Epoch [46][1200/1879] lr: 1.000e-03, eta: 1 day, 6:32:15, time: 1.074, data_time: 0.181, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3908, loss: 1.3908 2020-06-18 21:18:14,938 - mmaction - INFO - Epoch [46][1220/1879] lr: 1.000e-03, eta: 1 day, 6:31:54, time: 1.086, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.3188, loss: 1.3188 2020-06-18 21:18:36,407 - mmaction - INFO - Epoch [46][1240/1879] lr: 1.000e-03, eta: 1 day, 6:31:32, time: 1.074, data_time: 0.167, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3973, loss: 1.3973 2020-06-18 21:19:01,185 - mmaction - INFO - Epoch [46][1260/1879] lr: 1.000e-03, eta: 1 day, 6:31:15, time: 1.239, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3148, loss: 1.3148 2020-06-18 21:19:21,303 - mmaction - INFO - Epoch [46][1280/1879] lr: 1.000e-03, eta: 1 day, 6:30:52, time: 1.006, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.4880, loss: 1.4880 2020-06-18 21:19:51,153 - mmaction - INFO - Epoch [46][1300/1879] lr: 1.000e-03, eta: 1 day, 6:30:42, time: 1.492, data_time: 0.193, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2560, loss: 1.2560 2020-06-18 21:20:12,245 - mmaction - INFO - Epoch [46][1320/1879] lr: 1.000e-03, eta: 1 day, 6:30:20, time: 1.054, data_time: 0.232, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2954, loss: 1.2954 2020-06-18 21:20:33,945 - mmaction - INFO - Epoch [46][1340/1879] lr: 1.000e-03, eta: 1 day, 6:29:58, time: 1.086, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.4433, loss: 1.4433 2020-06-18 21:20:58,026 - mmaction - INFO - Epoch [46][1360/1879] lr: 1.000e-03, eta: 1 day, 6:29:40, time: 1.204, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2922, loss: 1.2922 2020-06-18 21:21:22,937 - mmaction - INFO - Epoch [46][1380/1879] lr: 1.000e-03, eta: 1 day, 6:29:24, time: 1.245, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.4048, loss: 1.4048 2020-06-18 21:21:41,237 - mmaction - INFO - Epoch [46][1400/1879] lr: 1.000e-03, eta: 1 day, 6:28:57, time: 0.916, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2795, loss: 1.2795 2020-06-18 21:22:00,226 - mmaction - INFO - Epoch [46][1420/1879] lr: 1.000e-03, eta: 1 day, 6:28:32, time: 0.950, data_time: 0.177, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2721, loss: 1.2721 2020-06-18 21:22:19,216 - mmaction - INFO - Epoch [46][1440/1879] lr: 1.000e-03, eta: 1 day, 6:28:07, time: 0.950, data_time: 0.021, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8562, loss_cls: 1.4396, loss: 1.4396 2020-06-18 21:22:44,574 - mmaction - INFO - Epoch [46][1460/1879] lr: 1.000e-03, eta: 1 day, 6:27:51, time: 1.268, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6402, loss: 1.6402 2020-06-18 21:23:10,779 - mmaction - INFO - Epoch [46][1480/1879] lr: 1.000e-03, eta: 1 day, 6:27:36, time: 1.310, data_time: 0.235, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2944, loss: 1.2944 2020-06-18 21:23:31,117 - mmaction - INFO - Epoch [46][1500/1879] lr: 1.000e-03, eta: 1 day, 6:27:13, time: 1.017, data_time: 0.093, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4885, loss: 1.4885 2020-06-18 21:23:53,071 - mmaction - INFO - Epoch [46][1520/1879] lr: 1.000e-03, eta: 1 day, 6:26:52, time: 1.098, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5781, loss: 1.5781 2020-06-18 21:24:16,091 - mmaction - INFO - Epoch [46][1540/1879] lr: 1.000e-03, eta: 1 day, 6:26:33, time: 1.150, data_time: 0.146, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5214, loss: 1.5214 2020-06-18 21:24:40,912 - mmaction - INFO - Epoch [46][1560/1879] lr: 1.000e-03, eta: 1 day, 6:26:16, time: 1.242, data_time: 0.015, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3845, loss: 1.3845 2020-06-18 21:24:57,983 - mmaction - INFO - Epoch [46][1580/1879] lr: 1.000e-03, eta: 1 day, 6:25:48, time: 0.852, data_time: 0.133, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6045, loss: 1.6045 2020-06-18 21:25:19,243 - mmaction - INFO - Epoch [46][1600/1879] lr: 1.000e-03, eta: 1 day, 6:25:26, time: 1.065, data_time: 0.231, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3064, loss: 1.3064 2020-06-18 21:25:38,385 - mmaction - INFO - Epoch [46][1620/1879] lr: 1.000e-03, eta: 1 day, 6:25:01, time: 0.957, data_time: 0.177, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2593, loss: 1.2593 2020-06-18 21:25:59,789 - mmaction - INFO - Epoch [46][1640/1879] lr: 1.000e-03, eta: 1 day, 6:24:39, time: 1.069, data_time: 0.046, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3327, loss: 1.3327 2020-06-18 21:26:14,961 - mmaction - INFO - Epoch [46][1660/1879] lr: 1.000e-03, eta: 1 day, 6:24:09, time: 0.760, data_time: 0.109, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8063, loss_cls: 1.6373, loss: 1.6373 2020-06-18 21:26:29,391 - mmaction - INFO - Epoch [46][1680/1879] lr: 1.000e-03, eta: 1 day, 6:23:38, time: 0.721, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2017, loss: 1.2017 2020-06-18 21:26:48,779 - mmaction - INFO - Epoch [46][1700/1879] lr: 1.000e-03, eta: 1 day, 6:23:13, time: 0.970, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1824, loss: 1.1824 2020-06-18 21:27:10,013 - mmaction - INFO - Epoch [46][1720/1879] lr: 1.000e-03, eta: 1 day, 6:22:51, time: 1.061, data_time: 0.173, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6211, loss: 1.6211 2020-06-18 21:27:31,024 - mmaction - INFO - Epoch [46][1740/1879] lr: 1.000e-03, eta: 1 day, 6:22:29, time: 1.052, data_time: 0.407, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5434, loss: 1.5434 2020-06-18 21:27:52,565 - mmaction - INFO - Epoch [46][1760/1879] lr: 1.000e-03, eta: 1 day, 6:22:07, time: 1.076, data_time: 0.069, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2234, loss: 1.2234 2020-06-18 21:28:13,181 - mmaction - INFO - Epoch [46][1780/1879] lr: 1.000e-03, eta: 1 day, 6:21:45, time: 1.031, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1142, loss: 1.1142 2020-06-18 21:28:31,911 - mmaction - INFO - Epoch [46][1800/1879] lr: 1.000e-03, eta: 1 day, 6:21:19, time: 0.936, data_time: 0.149, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.4711, loss: 1.4711 2020-06-18 21:28:52,538 - mmaction - INFO - Epoch [46][1820/1879] lr: 1.000e-03, eta: 1 day, 6:20:57, time: 1.032, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4038, loss: 1.4038 2020-06-18 21:29:12,682 - mmaction - INFO - Epoch [46][1840/1879] lr: 1.000e-03, eta: 1 day, 6:20:33, time: 1.007, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1908, loss: 1.1908 2020-06-18 21:29:38,249 - mmaction - INFO - Epoch [46][1860/1879] lr: 1.000e-03, eta: 1 day, 6:20:17, time: 1.278, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5061, loss: 1.5061 2020-06-18 21:30:03,224 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-06-18 21:32:50,697 - mmaction - INFO - Epoch [47][20/1879] lr: 1.000e-03, eta: 1 day, 6:22:28, time: 8.339, data_time: 6.820, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.6348, loss: 1.6348 2020-06-18 21:33:28,093 - mmaction - INFO - Epoch [47][40/1879] lr: 1.000e-03, eta: 1 day, 6:22:28, time: 1.872, data_time: 0.597, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1965, loss: 1.1965 2020-06-18 21:33:58,691 - mmaction - INFO - Epoch [47][60/1879] lr: 1.000e-03, eta: 1 day, 6:22:19, time: 1.530, data_time: 0.229, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5187, loss: 1.5187 2020-06-18 21:34:29,576 - mmaction - INFO - Epoch [47][80/1879] lr: 1.000e-03, eta: 1 day, 6:22:11, time: 1.544, data_time: 0.516, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8750, loss_cls: 1.5709, loss: 1.5709 2020-06-18 21:35:04,316 - mmaction - INFO - Epoch [47][100/1879] lr: 1.000e-03, eta: 1 day, 6:22:07, time: 1.736, data_time: 0.581, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2707, loss: 1.2707 2020-06-18 21:35:31,545 - mmaction - INFO - Epoch [47][120/1879] lr: 1.000e-03, eta: 1 day, 6:21:53, time: 1.362, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3726, loss: 1.3726 2020-06-18 21:36:01,736 - mmaction - INFO - Epoch [47][140/1879] lr: 1.000e-03, eta: 1 day, 6:21:44, time: 1.511, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4156, loss: 1.4156 2020-06-18 21:36:29,741 - mmaction - INFO - Epoch [47][160/1879] lr: 1.000e-03, eta: 1 day, 6:21:31, time: 1.400, data_time: 0.894, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.5120, loss: 1.5120 2020-06-18 21:36:53,805 - mmaction - INFO - Epoch [47][180/1879] lr: 1.000e-03, eta: 1 day, 6:21:13, time: 1.204, data_time: 0.825, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3517, loss: 1.3517 2020-06-18 21:37:17,819 - mmaction - INFO - Epoch [47][200/1879] lr: 1.000e-03, eta: 1 day, 6:20:55, time: 1.200, data_time: 0.881, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2314, loss: 1.2314 2020-06-18 21:37:47,500 - mmaction - INFO - Epoch [47][220/1879] lr: 1.000e-03, eta: 1 day, 6:20:44, time: 1.485, data_time: 0.190, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2629, loss: 1.2629 2020-06-18 21:38:15,737 - mmaction - INFO - Epoch [47][240/1879] lr: 1.000e-03, eta: 1 day, 6:20:32, time: 1.412, data_time: 0.213, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.4353, loss: 1.4353 2020-06-18 21:38:46,434 - mmaction - INFO - Epoch [47][260/1879] lr: 1.000e-03, eta: 1 day, 6:20:23, time: 1.535, data_time: 0.208, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4263, loss: 1.4263 2020-06-18 21:39:10,523 - mmaction - INFO - Epoch [47][280/1879] lr: 1.000e-03, eta: 1 day, 6:20:05, time: 1.204, data_time: 0.267, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4777, loss: 1.4777 2020-06-18 21:39:36,024 - mmaction - INFO - Epoch [47][300/1879] lr: 1.000e-03, eta: 1 day, 6:19:48, time: 1.274, data_time: 0.055, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4183, loss: 1.4183 2020-06-18 21:40:07,918 - mmaction - INFO - Epoch [47][320/1879] lr: 1.000e-03, eta: 1 day, 6:19:41, time: 1.596, data_time: 0.019, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3889, loss: 1.3889 2020-06-18 21:40:34,037 - mmaction - INFO - Epoch [47][340/1879] lr: 1.000e-03, eta: 1 day, 6:19:26, time: 1.306, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3797, loss: 1.3797 2020-06-18 21:41:07,167 - mmaction - INFO - Epoch [47][360/1879] lr: 1.000e-03, eta: 1 day, 6:19:20, time: 1.656, data_time: 0.118, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2340, loss: 1.2340 2020-06-18 21:41:40,608 - mmaction - INFO - Epoch [47][380/1879] lr: 1.000e-03, eta: 1 day, 6:19:15, time: 1.672, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.2649, loss: 1.2649 2020-06-18 21:42:07,087 - mmaction - INFO - Epoch [47][400/1879] lr: 1.000e-03, eta: 1 day, 6:19:00, time: 1.324, data_time: 0.069, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3617, loss: 1.3617 2020-06-18 21:42:37,737 - mmaction - INFO - Epoch [47][420/1879] lr: 1.000e-03, eta: 1 day, 6:18:51, time: 1.532, data_time: 0.220, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4317, loss: 1.4317 2020-06-18 21:43:10,614 - mmaction - INFO - Epoch [47][440/1879] lr: 1.000e-03, eta: 1 day, 6:18:44, time: 1.643, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1662, loss: 1.1662 2020-06-18 21:43:40,916 - mmaction - INFO - Epoch [47][460/1879] lr: 1.000e-03, eta: 1 day, 6:18:35, time: 1.516, data_time: 0.045, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.2178, loss: 1.2178 2020-06-18 21:44:15,468 - mmaction - INFO - Epoch [47][480/1879] lr: 1.000e-03, eta: 1 day, 6:18:31, time: 1.728, data_time: 0.077, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3246, loss: 1.3246 2020-06-18 21:44:46,549 - mmaction - INFO - Epoch [47][500/1879] lr: 1.000e-03, eta: 1 day, 6:18:22, time: 1.554, data_time: 0.022, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8313, loss_cls: 1.3786, loss: 1.3786 2020-06-18 21:45:10,924 - mmaction - INFO - Epoch [47][520/1879] lr: 1.000e-03, eta: 1 day, 6:18:04, time: 1.219, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7687, loss: 1.7687 2020-06-18 21:45:40,403 - mmaction - INFO - Epoch [47][540/1879] lr: 1.000e-03, eta: 1 day, 6:17:53, time: 1.474, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3824, loss: 1.3824 2020-06-18 21:46:04,453 - mmaction - INFO - Epoch [47][560/1879] lr: 1.000e-03, eta: 1 day, 6:17:35, time: 1.202, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1964, loss: 1.1964 2020-06-18 21:46:33,306 - mmaction - INFO - Epoch [47][580/1879] lr: 1.000e-03, eta: 1 day, 6:17:23, time: 1.443, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2964, loss: 1.2964 2020-06-18 21:47:00,782 - mmaction - INFO - Epoch [47][600/1879] lr: 1.000e-03, eta: 1 day, 6:17:10, time: 1.374, data_time: 0.016, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2321, loss: 1.2321 2020-06-18 21:47:27,026 - mmaction - INFO - Epoch [47][620/1879] lr: 1.000e-03, eta: 1 day, 6:16:55, time: 1.312, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.5074, loss: 1.5074 2020-06-18 21:47:49,465 - mmaction - INFO - Epoch [47][640/1879] lr: 1.000e-03, eta: 1 day, 6:16:34, time: 1.122, data_time: 0.153, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3208, loss: 1.3208 2020-06-18 21:48:22,247 - mmaction - INFO - Epoch [47][660/1879] lr: 1.000e-03, eta: 1 day, 6:16:28, time: 1.639, data_time: 0.092, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3319, loss: 1.3319 2020-06-18 21:48:52,438 - mmaction - INFO - Epoch [47][680/1879] lr: 1.000e-03, eta: 1 day, 6:16:18, time: 1.508, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3756, loss: 1.3756 2020-06-18 21:49:30,176 - mmaction - INFO - Epoch [47][700/1879] lr: 1.000e-03, eta: 1 day, 6:16:18, time: 1.888, data_time: 0.263, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2862, loss: 1.2862 2020-06-18 21:50:00,413 - mmaction - INFO - Epoch [47][720/1879] lr: 1.000e-03, eta: 1 day, 6:16:08, time: 1.512, data_time: 0.056, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4436, loss: 1.4436 2020-06-18 21:50:33,507 - mmaction - INFO - Epoch [47][740/1879] lr: 1.000e-03, eta: 1 day, 6:16:02, time: 1.655, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2563, loss: 1.2563 2020-06-18 21:50:59,102 - mmaction - INFO - Epoch [47][760/1879] lr: 1.000e-03, eta: 1 day, 6:15:46, time: 1.280, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0594, loss: 1.0594 2020-06-18 21:51:20,745 - mmaction - INFO - Epoch [47][780/1879] lr: 1.000e-03, eta: 1 day, 6:15:24, time: 1.081, data_time: 0.038, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3848, loss: 1.3848 2020-06-18 21:51:48,105 - mmaction - INFO - Epoch [47][800/1879] lr: 1.000e-03, eta: 1 day, 6:15:10, time: 1.368, data_time: 0.161, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4041, loss: 1.4041 2020-06-18 21:52:10,672 - mmaction - INFO - Epoch [47][820/1879] lr: 1.000e-03, eta: 1 day, 6:14:50, time: 1.129, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2398, loss: 1.2398 2020-06-18 21:52:32,334 - mmaction - INFO - Epoch [47][840/1879] lr: 1.000e-03, eta: 1 day, 6:14:28, time: 1.083, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2378, loss: 1.2378 2020-06-18 21:52:55,547 - mmaction - INFO - Epoch [47][860/1879] lr: 1.000e-03, eta: 1 day, 6:14:09, time: 1.161, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.5241, loss: 1.5241 2020-06-18 21:53:12,376 - mmaction - INFO - Epoch [47][880/1879] lr: 1.000e-03, eta: 1 day, 6:13:41, time: 0.841, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4326, loss: 1.4326 2020-06-18 21:53:40,193 - mmaction - INFO - Epoch [47][900/1879] lr: 1.000e-03, eta: 1 day, 6:13:27, time: 1.391, data_time: 0.009, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4003, loss: 1.4003 2020-06-18 21:53:59,282 - mmaction - INFO - Epoch [47][920/1879] lr: 1.000e-03, eta: 1 day, 6:13:02, time: 0.955, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4643, loss: 1.4643 2020-06-18 21:54:22,685 - mmaction - INFO - Epoch [47][940/1879] lr: 1.000e-03, eta: 1 day, 6:12:43, time: 1.170, data_time: 0.333, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5984, loss: 1.5984 2020-06-18 21:54:45,630 - mmaction - INFO - Epoch [47][960/1879] lr: 1.000e-03, eta: 1 day, 6:12:23, time: 1.147, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0964, loss: 1.0964 2020-06-18 21:55:07,868 - mmaction - INFO - Epoch [47][980/1879] lr: 1.000e-03, eta: 1 day, 6:12:02, time: 1.112, data_time: 0.022, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2724, loss: 1.2724 2020-06-18 21:55:30,424 - mmaction - INFO - Epoch [47][1000/1879] lr: 1.000e-03, eta: 1 day, 6:11:42, time: 1.126, data_time: 0.110, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6284, loss: 1.6284 2020-06-18 21:55:50,084 - mmaction - INFO - Epoch [47][1020/1879] lr: 1.000e-03, eta: 1 day, 6:11:18, time: 0.983, data_time: 0.018, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4255, loss: 1.4255 2020-06-18 21:56:06,582 - mmaction - INFO - Epoch [47][1040/1879] lr: 1.000e-03, eta: 1 day, 6:10:49, time: 0.825, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3615, loss: 1.3615 2020-06-18 21:56:30,185 - mmaction - INFO - Epoch [47][1060/1879] lr: 1.000e-03, eta: 1 day, 6:10:30, time: 1.182, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3450, loss: 1.3450 2020-06-18 21:56:49,381 - mmaction - INFO - Epoch [47][1080/1879] lr: 1.000e-03, eta: 1 day, 6:10:05, time: 0.960, data_time: 0.157, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.3250, loss: 1.3250 2020-06-18 21:57:13,845 - mmaction - INFO - Epoch [47][1100/1879] lr: 1.000e-03, eta: 1 day, 6:09:47, time: 1.223, data_time: 0.461, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2951, loss: 1.2951 2020-06-18 21:57:38,199 - mmaction - INFO - Epoch [47][1120/1879] lr: 1.000e-03, eta: 1 day, 6:09:29, time: 1.217, data_time: 0.492, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1871, loss: 1.1871 2020-06-18 21:57:59,171 - mmaction - INFO - Epoch [47][1140/1879] lr: 1.000e-03, eta: 1 day, 6:09:07, time: 1.050, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2741, loss: 1.2741 2020-06-18 21:58:19,104 - mmaction - INFO - Epoch [47][1160/1879] lr: 1.000e-03, eta: 1 day, 6:08:43, time: 0.996, data_time: 0.150, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.4833, loss: 1.4833 2020-06-18 21:58:43,301 - mmaction - INFO - Epoch [47][1180/1879] lr: 1.000e-03, eta: 1 day, 6:08:25, time: 1.209, data_time: 0.103, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3921, loss: 1.3921 2020-06-18 21:59:04,706 - mmaction - INFO - Epoch [47][1200/1879] lr: 1.000e-03, eta: 1 day, 6:08:03, time: 1.070, data_time: 0.049, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2840, loss: 1.2840 2020-06-18 21:59:23,601 - mmaction - INFO - Epoch [47][1220/1879] lr: 1.000e-03, eta: 1 day, 6:07:37, time: 0.946, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.5730, loss: 1.5730 2020-06-18 21:59:48,873 - mmaction - INFO - Epoch [47][1240/1879] lr: 1.000e-03, eta: 1 day, 6:07:21, time: 1.264, data_time: 0.193, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.2348, loss: 1.2348 2020-06-18 22:00:12,067 - mmaction - INFO - Epoch [47][1260/1879] lr: 1.000e-03, eta: 1 day, 6:07:01, time: 1.158, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9437, loss_cls: 1.1596, loss: 1.1596 2020-06-18 22:00:35,654 - mmaction - INFO - Epoch [47][1280/1879] lr: 1.000e-03, eta: 1 day, 6:06:42, time: 1.181, data_time: 0.003, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8875, loss_cls: 1.4851, loss: 1.4851 2020-06-18 22:01:05,062 - mmaction - INFO - Epoch [47][1300/1879] lr: 1.000e-03, eta: 1 day, 6:06:31, time: 1.470, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2736, loss: 1.2736 2020-06-18 22:01:30,656 - mmaction - INFO - Epoch [47][1320/1879] lr: 1.000e-03, eta: 1 day, 6:06:15, time: 1.278, data_time: 0.400, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3031, loss: 1.3031 2020-06-18 22:01:57,305 - mmaction - INFO - Epoch [47][1340/1879] lr: 1.000e-03, eta: 1 day, 6:06:00, time: 1.334, data_time: 0.146, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1849, loss: 1.1849 2020-06-18 22:02:23,618 - mmaction - INFO - Epoch [47][1360/1879] lr: 1.000e-03, eta: 1 day, 6:05:44, time: 1.314, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4024, loss: 1.4024 2020-06-18 22:02:45,843 - mmaction - INFO - Epoch [47][1380/1879] lr: 1.000e-03, eta: 1 day, 6:05:23, time: 1.112, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3943, loss: 1.3943 2020-06-18 22:03:14,297 - mmaction - INFO - Epoch [47][1400/1879] lr: 1.000e-03, eta: 1 day, 6:05:11, time: 1.424, data_time: 0.271, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2553, loss: 1.2553 2020-06-18 22:03:37,537 - mmaction - INFO - Epoch [47][1420/1879] lr: 1.000e-03, eta: 1 day, 6:04:51, time: 1.162, data_time: 0.020, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.2724, loss: 1.2724 2020-06-18 22:04:14,020 - mmaction - INFO - Epoch [47][1440/1879] lr: 1.000e-03, eta: 1 day, 6:04:50, time: 1.824, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.1690, loss: 1.1690 2020-06-18 22:04:33,072 - mmaction - INFO - Epoch [47][1460/1879] lr: 1.000e-03, eta: 1 day, 6:04:24, time: 0.953, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7301, loss: 1.7301 2020-06-18 22:04:52,762 - mmaction - INFO - Epoch [47][1480/1879] lr: 1.000e-03, eta: 1 day, 6:04:00, time: 0.984, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5308, loss: 1.5308 2020-06-18 22:05:14,409 - mmaction - INFO - Epoch [47][1500/1879] lr: 1.000e-03, eta: 1 day, 6:03:38, time: 1.081, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.6324, loss: 1.6324 2020-06-18 22:05:33,122 - mmaction - INFO - Epoch [47][1520/1879] lr: 1.000e-03, eta: 1 day, 6:03:13, time: 0.938, data_time: 0.008, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.5382, loss: 1.5382 2020-06-18 22:05:59,278 - mmaction - INFO - Epoch [47][1540/1879] lr: 1.000e-03, eta: 1 day, 6:02:57, time: 1.306, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0702, loss: 1.0702 2020-06-18 22:06:22,544 - mmaction - INFO - Epoch [47][1560/1879] lr: 1.000e-03, eta: 1 day, 6:02:38, time: 1.165, data_time: 0.307, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 1.0350, loss: 1.0350 2020-06-18 22:06:43,344 - mmaction - INFO - Epoch [47][1580/1879] lr: 1.000e-03, eta: 1 day, 6:02:15, time: 1.039, data_time: 0.265, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5167, loss: 1.5167 2020-06-18 22:07:07,581 - mmaction - INFO - Epoch [47][1600/1879] lr: 1.000e-03, eta: 1 day, 6:01:57, time: 1.211, data_time: 0.042, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4514, loss: 1.4514 2020-06-18 22:07:28,153 - mmaction - INFO - Epoch [47][1620/1879] lr: 1.000e-03, eta: 1 day, 6:01:34, time: 1.030, data_time: 0.169, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4589, loss: 1.4589 2020-06-18 22:07:54,417 - mmaction - INFO - Epoch [47][1640/1879] lr: 1.000e-03, eta: 1 day, 6:01:18, time: 1.312, data_time: 0.012, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5344, loss: 1.5344 2020-06-18 22:08:15,758 - mmaction - INFO - Epoch [47][1660/1879] lr: 1.000e-03, eta: 1 day, 6:00:56, time: 1.068, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8000, loss_cls: 1.6475, loss: 1.6475 2020-06-18 22:08:39,394 - mmaction - INFO - Epoch [47][1680/1879] lr: 1.000e-03, eta: 1 day, 6:00:37, time: 1.182, data_time: 0.380, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3678, loss: 1.3678 2020-06-18 22:09:01,589 - mmaction - INFO - Epoch [47][1700/1879] lr: 1.000e-03, eta: 1 day, 6:00:16, time: 1.110, data_time: 0.228, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.5360, loss: 1.5360 2020-06-18 22:09:21,123 - mmaction - INFO - Epoch [47][1720/1879] lr: 1.000e-03, eta: 1 day, 5:59:52, time: 0.975, data_time: 0.006, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4093, loss: 1.4093 2020-06-18 22:09:46,238 - mmaction - INFO - Epoch [47][1740/1879] lr: 1.000e-03, eta: 1 day, 5:59:35, time: 1.257, data_time: 0.098, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.4069, loss: 1.4069 2020-06-18 22:10:01,855 - mmaction - INFO - Epoch [47][1760/1879] lr: 1.000e-03, eta: 1 day, 5:59:05, time: 0.781, data_time: 0.284, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4793, loss: 1.4793 2020-06-18 22:10:30,072 - mmaction - INFO - Epoch [47][1780/1879] lr: 1.000e-03, eta: 1 day, 5:58:52, time: 1.411, data_time: 0.540, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.5867, loss: 1.5867 2020-06-18 22:10:55,138 - mmaction - INFO - Epoch [47][1800/1879] lr: 1.000e-03, eta: 1 day, 5:58:35, time: 1.251, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5615, loss: 1.5615 2020-06-18 22:11:15,416 - mmaction - INFO - Epoch [47][1820/1879] lr: 1.000e-03, eta: 1 day, 5:58:11, time: 1.016, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4497, loss: 1.4497 2020-06-18 22:11:34,182 - mmaction - INFO - Epoch [47][1840/1879] lr: 1.000e-03, eta: 1 day, 5:57:46, time: 0.939, data_time: 0.123, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2919, loss: 1.2919 2020-06-18 22:11:56,880 - mmaction - INFO - Epoch [47][1860/1879] lr: 1.000e-03, eta: 1 day, 5:57:26, time: 1.135, data_time: 0.157, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.4024, loss: 1.4024 2020-06-18 22:12:22,201 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-06-18 22:15:09,238 - mmaction - INFO - Epoch [48][20/1879] lr: 1.000e-03, eta: 1 day, 5:59:28, time: 8.316, data_time: 6.632, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2968, loss: 1.2968 2020-06-18 22:15:21,080 - mmaction - INFO - Epoch [48][40/1879] lr: 1.000e-03, eta: 1 day, 5:58:53, time: 0.593, data_time: 0.005, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1916, loss: 1.1916 2020-06-18 22:15:34,612 - mmaction - INFO - Epoch [48][60/1879] lr: 1.000e-03, eta: 1 day, 5:58:21, time: 0.676, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3700, loss: 1.3700 2020-06-18 22:15:47,890 - mmaction - INFO - Epoch [48][80/1879] lr: 1.000e-03, eta: 1 day, 5:57:48, time: 0.663, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4740, loss: 1.4740 2020-06-18 22:16:03,159 - mmaction - INFO - Epoch [48][100/1879] lr: 1.000e-03, eta: 1 day, 5:57:18, time: 0.764, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.5277, loss: 1.5277 2020-06-18 22:16:16,901 - mmaction - INFO - Epoch [48][120/1879] lr: 1.000e-03, eta: 1 day, 5:56:45, time: 0.686, data_time: 0.009, memory: 5168, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.7986, loss: 1.7986 2020-06-18 22:16:28,904 - mmaction - INFO - Epoch [48][140/1879] lr: 1.000e-03, eta: 1 day, 5:56:11, time: 0.602, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5132, loss: 1.5132 2020-06-18 22:16:43,222 - mmaction - INFO - Epoch [48][160/1879] lr: 1.000e-03, eta: 1 day, 5:55:40, time: 0.716, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3398, loss: 1.3398 2020-06-18 22:16:57,232 - mmaction - INFO - Epoch [48][180/1879] lr: 1.000e-03, eta: 1 day, 5:55:08, time: 0.699, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1538, loss: 1.1538 2020-06-18 22:17:10,133 - mmaction - INFO - Epoch [48][200/1879] lr: 1.000e-03, eta: 1 day, 5:54:35, time: 0.645, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1484, loss: 1.1484 2020-06-18 22:17:22,593 - mmaction - INFO - Epoch [48][220/1879] lr: 1.000e-03, eta: 1 day, 5:54:01, time: 0.624, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1647, loss: 1.1647 2020-06-18 22:17:36,730 - mmaction - INFO - Epoch [48][240/1879] lr: 1.000e-03, eta: 1 day, 5:53:29, time: 0.707, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4666, loss: 1.4666 2020-06-18 22:17:49,908 - mmaction - INFO - Epoch [48][260/1879] lr: 1.000e-03, eta: 1 day, 5:52:56, time: 0.658, data_time: 0.053, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2604, loss: 1.2604 2020-06-18 22:18:03,996 - mmaction - INFO - Epoch [48][280/1879] lr: 1.000e-03, eta: 1 day, 5:52:25, time: 0.702, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2384, loss: 1.2384 2020-06-18 22:18:16,587 - mmaction - INFO - Epoch [48][300/1879] lr: 1.000e-03, eta: 1 day, 5:51:51, time: 0.632, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2815, loss: 1.2815 2020-06-18 22:18:30,884 - mmaction - INFO - Epoch [48][320/1879] lr: 1.000e-03, eta: 1 day, 5:51:20, time: 0.715, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3359, loss: 1.3359 2020-06-18 22:18:44,524 - mmaction - INFO - Epoch [48][340/1879] lr: 1.000e-03, eta: 1 day, 5:50:48, time: 0.680, data_time: 0.232, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.2669, loss: 1.2669 2020-06-18 22:18:59,404 - mmaction - INFO - Epoch [48][360/1879] lr: 1.000e-03, eta: 1 day, 5:50:17, time: 0.746, data_time: 0.004, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2333, loss: 1.2333 2020-06-18 22:19:13,199 - mmaction - INFO - Epoch [48][380/1879] lr: 1.000e-03, eta: 1 day, 5:49:45, time: 0.688, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.1380, loss: 1.1380 2020-06-18 22:19:26,132 - mmaction - INFO - Epoch [48][400/1879] lr: 1.000e-03, eta: 1 day, 5:49:12, time: 0.648, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.2222, loss: 1.2222 2020-06-18 22:19:39,414 - mmaction - INFO - Epoch [48][420/1879] lr: 1.000e-03, eta: 1 day, 5:48:39, time: 0.664, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2124, loss: 1.2124 2020-06-18 22:19:53,549 - mmaction - INFO - Epoch [48][440/1879] lr: 1.000e-03, eta: 1 day, 5:48:08, time: 0.707, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3529, loss: 1.3529 2020-06-18 22:20:06,114 - mmaction - INFO - Epoch [48][460/1879] lr: 1.000e-03, eta: 1 day, 5:47:34, time: 0.627, data_time: 0.014, memory: 5168, top1_acc: 0.6687, top5_acc: 0.7937, loss_cls: 1.5582, loss: 1.5582 2020-06-18 22:20:20,880 - mmaction - INFO - Epoch [48][480/1879] lr: 1.000e-03, eta: 1 day, 5:47:04, time: 0.739, data_time: 0.130, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.6303, loss: 1.6303 2020-06-18 22:20:34,396 - mmaction - INFO - Epoch [48][500/1879] lr: 1.000e-03, eta: 1 day, 5:46:31, time: 0.674, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4473, loss: 1.4473 2020-06-18 22:20:46,614 - mmaction - INFO - Epoch [48][520/1879] lr: 1.000e-03, eta: 1 day, 5:45:57, time: 0.613, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3968, loss: 1.3968 2020-06-18 22:21:01,356 - mmaction - INFO - Epoch [48][540/1879] lr: 1.000e-03, eta: 1 day, 5:45:27, time: 0.738, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1970, loss: 1.1970 2020-06-18 22:21:15,066 - mmaction - INFO - Epoch [48][560/1879] lr: 1.000e-03, eta: 1 day, 5:44:55, time: 0.684, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3467, loss: 1.3467 2020-06-18 22:21:32,357 - mmaction - INFO - Epoch [48][580/1879] lr: 1.000e-03, eta: 1 day, 5:44:28, time: 0.866, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3137, loss: 1.3137 2020-06-18 22:21:45,606 - mmaction - INFO - Epoch [48][600/1879] lr: 1.000e-03, eta: 1 day, 5:43:55, time: 0.663, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4155, loss: 1.4155 2020-06-18 22:22:00,556 - mmaction - INFO - Epoch [48][620/1879] lr: 1.000e-03, eta: 1 day, 5:43:25, time: 0.747, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2596, loss: 1.2596 2020-06-18 22:22:16,588 - mmaction - INFO - Epoch [48][640/1879] lr: 1.000e-03, eta: 1 day, 5:42:56, time: 0.802, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3588, loss: 1.3588 2020-06-18 22:22:30,661 - mmaction - INFO - Epoch [48][660/1879] lr: 1.000e-03, eta: 1 day, 5:42:24, time: 0.704, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2478, loss: 1.2478 2020-06-18 22:22:45,744 - mmaction - INFO - Epoch [48][680/1879] lr: 1.000e-03, eta: 1 day, 5:41:54, time: 0.754, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3179, loss: 1.3179 2020-06-18 22:22:59,243 - mmaction - INFO - Epoch [48][700/1879] lr: 1.000e-03, eta: 1 day, 5:41:22, time: 0.674, data_time: 0.041, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0341, loss: 1.0341 2020-06-18 22:23:12,566 - mmaction - INFO - Epoch [48][720/1879] lr: 1.000e-03, eta: 1 day, 5:40:49, time: 0.667, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8562, loss_cls: 1.4941, loss: 1.4941 2020-06-18 22:23:26,540 - mmaction - INFO - Epoch [48][740/1879] lr: 1.000e-03, eta: 1 day, 5:40:18, time: 0.698, data_time: 0.032, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.5849, loss: 1.5849 2020-06-18 22:23:39,286 - mmaction - INFO - Epoch [48][760/1879] lr: 1.000e-03, eta: 1 day, 5:39:45, time: 0.638, data_time: 0.078, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.5260, loss: 1.5260 2020-06-18 22:23:53,831 - mmaction - INFO - Epoch [48][780/1879] lr: 1.000e-03, eta: 1 day, 5:39:14, time: 0.728, data_time: 0.222, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1639, loss: 1.1639 2020-06-18 22:24:07,719 - mmaction - INFO - Epoch [48][800/1879] lr: 1.000e-03, eta: 1 day, 5:38:42, time: 0.694, data_time: 0.249, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1602, loss: 1.1602 2020-06-18 22:24:20,857 - mmaction - INFO - Epoch [48][820/1879] lr: 1.000e-03, eta: 1 day, 5:38:10, time: 0.656, data_time: 0.078, memory: 5168, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.6649, loss: 1.6649 2020-06-18 22:24:36,839 - mmaction - INFO - Epoch [48][840/1879] lr: 1.000e-03, eta: 1 day, 5:37:41, time: 0.798, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.4779, loss: 1.4779 2020-06-18 22:24:49,621 - mmaction - INFO - Epoch [48][860/1879] lr: 1.000e-03, eta: 1 day, 5:37:08, time: 0.639, data_time: 0.024, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3908, loss: 1.3908 2020-06-18 22:25:03,540 - mmaction - INFO - Epoch [48][880/1879] lr: 1.000e-03, eta: 1 day, 5:36:36, time: 0.696, data_time: 0.185, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.4110, loss: 1.4110 2020-06-18 22:25:17,265 - mmaction - INFO - Epoch [48][900/1879] lr: 1.000e-03, eta: 1 day, 5:36:04, time: 0.686, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3416, loss: 1.3416 2020-06-18 22:25:31,044 - mmaction - INFO - Epoch [48][920/1879] lr: 1.000e-03, eta: 1 day, 5:35:33, time: 0.690, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2555, loss: 1.2555 2020-06-18 22:25:45,058 - mmaction - INFO - Epoch [48][940/1879] lr: 1.000e-03, eta: 1 day, 5:35:01, time: 0.700, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2431, loss: 1.2431 2020-06-18 22:25:59,625 - mmaction - INFO - Epoch [48][960/1879] lr: 1.000e-03, eta: 1 day, 5:34:30, time: 0.729, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.5304, loss: 1.5304 2020-06-18 22:26:15,302 - mmaction - INFO - Epoch [48][980/1879] lr: 1.000e-03, eta: 1 day, 5:34:01, time: 0.784, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3928, loss: 1.3928 2020-06-18 22:26:29,822 - mmaction - INFO - Epoch [48][1000/1879] lr: 1.000e-03, eta: 1 day, 5:33:30, time: 0.725, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.4589, loss: 1.4589 2020-06-18 22:26:42,894 - mmaction - INFO - Epoch [48][1020/1879] lr: 1.000e-03, eta: 1 day, 5:32:58, time: 0.654, data_time: 0.114, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4709, loss: 1.4709 2020-06-18 22:26:55,408 - mmaction - INFO - Epoch [48][1040/1879] lr: 1.000e-03, eta: 1 day, 5:32:24, time: 0.624, data_time: 0.215, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4712, loss: 1.4712 2020-06-18 22:27:09,355 - mmaction - INFO - Epoch [48][1060/1879] lr: 1.000e-03, eta: 1 day, 5:31:53, time: 0.698, data_time: 0.061, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2990, loss: 1.2990 2020-06-18 22:27:22,754 - mmaction - INFO - Epoch [48][1080/1879] lr: 1.000e-03, eta: 1 day, 5:31:21, time: 0.669, data_time: 0.209, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1107, loss: 1.1107 2020-06-18 22:27:35,749 - mmaction - INFO - Epoch [48][1100/1879] lr: 1.000e-03, eta: 1 day, 5:30:48, time: 0.651, data_time: 0.050, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3120, loss: 1.3120 2020-06-18 22:27:48,559 - mmaction - INFO - Epoch [48][1120/1879] lr: 1.000e-03, eta: 1 day, 5:30:15, time: 0.639, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3213, loss: 1.3213 2020-06-18 22:28:02,377 - mmaction - INFO - Epoch [48][1140/1879] lr: 1.000e-03, eta: 1 day, 5:29:44, time: 0.691, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2874, loss: 1.2874 2020-06-18 22:28:15,141 - mmaction - INFO - Epoch [48][1160/1879] lr: 1.000e-03, eta: 1 day, 5:29:11, time: 0.640, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3671, loss: 1.3671 2020-06-18 22:28:33,394 - mmaction - INFO - Epoch [48][1180/1879] lr: 1.000e-03, eta: 1 day, 5:28:45, time: 0.912, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2721, loss: 1.2721 2020-06-18 22:28:46,350 - mmaction - INFO - Epoch [48][1200/1879] lr: 1.000e-03, eta: 1 day, 5:28:12, time: 0.648, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1133, loss: 1.1133 2020-06-18 22:28:59,634 - mmaction - INFO - Epoch [48][1220/1879] lr: 1.000e-03, eta: 1 day, 5:27:40, time: 0.665, data_time: 0.112, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3732, loss: 1.3732 2020-06-18 22:29:12,843 - mmaction - INFO - Epoch [48][1240/1879] lr: 1.000e-03, eta: 1 day, 5:27:08, time: 0.660, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3699, loss: 1.3699 2020-06-18 22:29:26,671 - mmaction - INFO - Epoch [48][1260/1879] lr: 1.000e-03, eta: 1 day, 5:26:36, time: 0.691, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2460, loss: 1.2460 2020-06-18 22:29:38,362 - mmaction - INFO - Epoch [48][1280/1879] lr: 1.000e-03, eta: 1 day, 5:26:02, time: 0.583, data_time: 0.103, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4825, loss: 1.4825 2020-06-18 22:29:51,768 - mmaction - INFO - Epoch [48][1300/1879] lr: 1.000e-03, eta: 1 day, 5:25:30, time: 0.672, data_time: 0.132, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3395, loss: 1.3395 2020-06-18 22:30:04,725 - mmaction - INFO - Epoch [48][1320/1879] lr: 1.000e-03, eta: 1 day, 5:24:57, time: 0.649, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1932, loss: 1.1932 2020-06-18 22:30:18,170 - mmaction - INFO - Epoch [48][1340/1879] lr: 1.000e-03, eta: 1 day, 5:24:25, time: 0.670, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3687, loss: 1.3687 2020-06-18 22:30:33,164 - mmaction - INFO - Epoch [48][1360/1879] lr: 1.000e-03, eta: 1 day, 5:23:55, time: 0.750, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.5008, loss: 1.5008 2020-06-18 22:30:45,032 - mmaction - INFO - Epoch [48][1380/1879] lr: 1.000e-03, eta: 1 day, 5:23:21, time: 0.595, data_time: 0.044, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5007, loss: 1.5007 2020-06-18 22:31:00,045 - mmaction - INFO - Epoch [48][1400/1879] lr: 1.000e-03, eta: 1 day, 5:22:52, time: 0.751, data_time: 0.170, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2291, loss: 1.2291 2020-06-18 22:31:14,998 - mmaction - INFO - Epoch [48][1420/1879] lr: 1.000e-03, eta: 1 day, 5:22:22, time: 0.748, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2733, loss: 1.2733 2020-06-18 22:31:30,890 - mmaction - INFO - Epoch [48][1440/1879] lr: 1.000e-03, eta: 1 day, 5:21:53, time: 0.794, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2131, loss: 1.2131 2020-06-18 22:31:43,735 - mmaction - INFO - Epoch [48][1460/1879] lr: 1.000e-03, eta: 1 day, 5:21:20, time: 0.642, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1630, loss: 1.1630 2020-06-18 22:32:00,397 - mmaction - INFO - Epoch [48][1480/1879] lr: 1.000e-03, eta: 1 day, 5:20:52, time: 0.833, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3103, loss: 1.3103 2020-06-18 22:32:12,704 - mmaction - INFO - Epoch [48][1500/1879] lr: 1.000e-03, eta: 1 day, 5:20:19, time: 0.615, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4365, loss: 1.4365 2020-06-18 22:32:25,642 - mmaction - INFO - Epoch [48][1520/1879] lr: 1.000e-03, eta: 1 day, 5:19:46, time: 0.647, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0513, loss: 1.0513 2020-06-18 22:32:39,996 - mmaction - INFO - Epoch [48][1540/1879] lr: 1.000e-03, eta: 1 day, 5:19:16, time: 0.717, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1342, loss: 1.1342 2020-06-18 22:32:54,603 - mmaction - INFO - Epoch [48][1560/1879] lr: 1.000e-03, eta: 1 day, 5:18:45, time: 0.729, data_time: 0.156, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.1702, loss: 1.1702 2020-06-18 22:33:09,329 - mmaction - INFO - Epoch [48][1580/1879] lr: 1.000e-03, eta: 1 day, 5:18:15, time: 0.737, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7875, loss_cls: 1.5275, loss: 1.5275 2020-06-18 22:33:26,022 - mmaction - INFO - Epoch [48][1600/1879] lr: 1.000e-03, eta: 1 day, 5:17:47, time: 0.835, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4045, loss: 1.4045 2020-06-18 22:33:40,453 - mmaction - INFO - Epoch [48][1620/1879] lr: 1.000e-03, eta: 1 day, 5:17:17, time: 0.721, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.4562, loss: 1.4562 2020-06-18 22:33:54,687 - mmaction - INFO - Epoch [48][1640/1879] lr: 1.000e-03, eta: 1 day, 5:16:46, time: 0.712, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2374, loss: 1.2374 2020-06-18 22:34:12,897 - mmaction - INFO - Epoch [48][1660/1879] lr: 1.000e-03, eta: 1 day, 5:16:20, time: 0.910, data_time: 0.042, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2298, loss: 1.2298 2020-06-18 22:34:27,393 - mmaction - INFO - Epoch [48][1680/1879] lr: 1.000e-03, eta: 1 day, 5:15:50, time: 0.726, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.4977, loss: 1.4977 2020-06-18 22:34:40,205 - mmaction - INFO - Epoch [48][1700/1879] lr: 1.000e-03, eta: 1 day, 5:15:17, time: 0.641, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2532, loss: 1.2532 2020-06-18 22:34:54,198 - mmaction - INFO - Epoch [48][1720/1879] lr: 1.000e-03, eta: 1 day, 5:14:46, time: 0.698, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1965, loss: 1.1965 2020-06-18 22:35:08,768 - mmaction - INFO - Epoch [48][1740/1879] lr: 1.000e-03, eta: 1 day, 5:14:16, time: 0.730, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2507, loss: 1.2507 2020-06-18 22:35:22,753 - mmaction - INFO - Epoch [48][1760/1879] lr: 1.000e-03, eta: 1 day, 5:13:45, time: 0.700, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.4773, loss: 1.4773 2020-06-18 22:35:33,411 - mmaction - INFO - Epoch [48][1780/1879] lr: 1.000e-03, eta: 1 day, 5:13:09, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.4945, loss: 1.4945 2020-06-18 22:35:47,023 - mmaction - INFO - Epoch [48][1800/1879] lr: 1.000e-03, eta: 1 day, 5:12:38, time: 0.680, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4167, loss: 1.4167 2020-06-18 22:36:00,884 - mmaction - INFO - Epoch [48][1820/1879] lr: 1.000e-03, eta: 1 day, 5:12:07, time: 0.694, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.4298, loss: 1.4298 2020-06-18 22:36:14,954 - mmaction - INFO - Epoch [48][1840/1879] lr: 1.000e-03, eta: 1 day, 5:11:36, time: 0.702, data_time: 0.037, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3182, loss: 1.3182 2020-06-18 22:36:30,966 - mmaction - INFO - Epoch [48][1860/1879] lr: 1.000e-03, eta: 1 day, 5:11:07, time: 0.801, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1759, loss: 1.1759 2020-06-18 22:36:47,195 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-06-18 22:39:02,099 - mmaction - INFO - Epoch [49][20/1879] lr: 1.000e-03, eta: 1 day, 5:12:22, time: 6.713, data_time: 5.932, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2926, loss: 1.2926 2020-06-18 22:39:16,266 - mmaction - INFO - Epoch [49][40/1879] lr: 1.000e-03, eta: 1 day, 5:11:51, time: 0.708, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 1.0377, loss: 1.0377 2020-06-18 22:39:29,914 - mmaction - INFO - Epoch [49][60/1879] lr: 1.000e-03, eta: 1 day, 5:11:20, time: 0.684, data_time: 0.082, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3765, loss: 1.3765 2020-06-18 22:39:43,752 - mmaction - INFO - Epoch [49][80/1879] lr: 1.000e-03, eta: 1 day, 5:10:49, time: 0.692, data_time: 0.267, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3460, loss: 1.3460 2020-06-18 22:39:58,297 - mmaction - INFO - Epoch [49][100/1879] lr: 1.000e-03, eta: 1 day, 5:10:18, time: 0.726, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3159, loss: 1.3159 2020-06-18 22:40:12,852 - mmaction - INFO - Epoch [49][120/1879] lr: 1.000e-03, eta: 1 day, 5:09:48, time: 0.729, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2394, loss: 1.2394 2020-06-18 22:40:26,648 - mmaction - INFO - Epoch [49][140/1879] lr: 1.000e-03, eta: 1 day, 5:09:17, time: 0.689, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.4269, loss: 1.4269 2020-06-18 22:40:39,573 - mmaction - INFO - Epoch [49][160/1879] lr: 1.000e-03, eta: 1 day, 5:08:44, time: 0.645, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.6843, loss: 1.6843 2020-06-18 22:40:55,551 - mmaction - INFO - Epoch [49][180/1879] lr: 1.000e-03, eta: 1 day, 5:08:16, time: 0.801, data_time: 0.003, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3733, loss: 1.3733 2020-06-18 22:41:08,833 - mmaction - INFO - Epoch [49][200/1879] lr: 1.000e-03, eta: 1 day, 5:07:44, time: 0.663, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2457, loss: 1.2457 2020-06-18 22:41:21,966 - mmaction - INFO - Epoch [49][220/1879] lr: 1.000e-03, eta: 1 day, 5:07:12, time: 0.658, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.9062, loss_cls: 1.2751, loss: 1.2751 2020-06-18 22:41:36,283 - mmaction - INFO - Epoch [49][240/1879] lr: 1.000e-03, eta: 1 day, 5:06:41, time: 0.716, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3136, loss: 1.3136 2020-06-18 22:41:49,309 - mmaction - INFO - Epoch [49][260/1879] lr: 1.000e-03, eta: 1 day, 5:06:09, time: 0.650, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4085, loss: 1.4085 2020-06-18 22:42:03,397 - mmaction - INFO - Epoch [49][280/1879] lr: 1.000e-03, eta: 1 day, 5:05:38, time: 0.706, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3119, loss: 1.3119 2020-06-18 22:42:16,729 - mmaction - INFO - Epoch [49][300/1879] lr: 1.000e-03, eta: 1 day, 5:05:06, time: 0.664, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.2901, loss: 1.2901 2020-06-18 22:42:30,372 - mmaction - INFO - Epoch [49][320/1879] lr: 1.000e-03, eta: 1 day, 5:04:35, time: 0.682, data_time: 0.011, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9250, loss_cls: 1.2314, loss: 1.2314 2020-06-18 22:42:44,229 - mmaction - INFO - Epoch [49][340/1879] lr: 1.000e-03, eta: 1 day, 5:04:04, time: 0.695, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9375, loss_cls: 1.1320, loss: 1.1320 2020-06-18 22:42:57,660 - mmaction - INFO - Epoch [49][360/1879] lr: 1.000e-03, eta: 1 day, 5:03:32, time: 0.671, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1291, loss: 1.1291 2020-06-18 22:43:11,081 - mmaction - INFO - Epoch [49][380/1879] lr: 1.000e-03, eta: 1 day, 5:03:01, time: 0.669, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1448, loss: 1.1448 2020-06-18 22:43:26,863 - mmaction - INFO - Epoch [49][400/1879] lr: 1.000e-03, eta: 1 day, 5:02:32, time: 0.791, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3167, loss: 1.3167 2020-06-18 22:43:38,492 - mmaction - INFO - Epoch [49][420/1879] lr: 1.000e-03, eta: 1 day, 5:01:58, time: 0.581, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1386, loss: 1.1386 2020-06-18 22:43:52,260 - mmaction - INFO - Epoch [49][440/1879] lr: 1.000e-03, eta: 1 day, 5:01:27, time: 0.689, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3689, loss: 1.3689 2020-06-18 22:44:06,284 - mmaction - INFO - Epoch [49][460/1879] lr: 1.000e-03, eta: 1 day, 5:00:56, time: 0.701, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.3407, loss: 1.3407 2020-06-18 22:44:19,819 - mmaction - INFO - Epoch [49][480/1879] lr: 1.000e-03, eta: 1 day, 5:00:25, time: 0.677, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.4451, loss: 1.4451 2020-06-18 22:44:33,658 - mmaction - INFO - Epoch [49][500/1879] lr: 1.000e-03, eta: 1 day, 4:59:54, time: 0.692, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5549, loss: 1.5549 2020-06-18 22:44:46,176 - mmaction - INFO - Epoch [49][520/1879] lr: 1.000e-03, eta: 1 day, 4:59:21, time: 0.625, data_time: 0.000, memory: 5168, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8125, loss: 1.8125 2020-06-18 22:44:59,846 - mmaction - INFO - Epoch [49][540/1879] lr: 1.000e-03, eta: 1 day, 4:58:50, time: 0.683, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.3094, loss: 1.3094 2020-06-18 22:45:13,073 - mmaction - INFO - Epoch [49][560/1879] lr: 1.000e-03, eta: 1 day, 4:58:18, time: 0.661, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3685, loss: 1.3685 2020-06-18 22:45:27,859 - mmaction - INFO - Epoch [49][580/1879] lr: 1.000e-03, eta: 1 day, 4:57:48, time: 0.738, data_time: 0.008, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2709, loss: 1.2709 2020-06-18 22:45:39,891 - mmaction - INFO - Epoch [49][600/1879] lr: 1.000e-03, eta: 1 day, 4:57:15, time: 0.603, data_time: 0.053, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2140, loss: 1.2140 2020-06-18 22:45:54,457 - mmaction - INFO - Epoch [49][620/1879] lr: 1.000e-03, eta: 1 day, 4:56:45, time: 0.728, data_time: 0.389, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1876, loss: 1.1876 2020-06-18 22:46:11,918 - mmaction - INFO - Epoch [49][640/1879] lr: 1.000e-03, eta: 1 day, 4:56:18, time: 0.874, data_time: 0.436, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1842, loss: 1.1842 2020-06-18 22:46:24,555 - mmaction - INFO - Epoch [49][660/1879] lr: 1.000e-03, eta: 1 day, 4:55:46, time: 0.631, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2969, loss: 1.2969 2020-06-18 22:46:42,134 - mmaction - INFO - Epoch [49][680/1879] lr: 1.000e-03, eta: 1 day, 4:55:19, time: 0.880, data_time: 0.119, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3874, loss: 1.3874 2020-06-18 22:46:54,243 - mmaction - INFO - Epoch [49][700/1879] lr: 1.000e-03, eta: 1 day, 4:54:46, time: 0.604, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3990, loss: 1.3990 2020-06-18 22:47:09,395 - mmaction - INFO - Epoch [49][720/1879] lr: 1.000e-03, eta: 1 day, 4:54:17, time: 0.758, data_time: 0.257, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.4350, loss: 1.4350 2020-06-18 22:47:23,456 - mmaction - INFO - Epoch [49][740/1879] lr: 1.000e-03, eta: 1 day, 4:53:46, time: 0.702, data_time: 0.216, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1736, loss: 1.1736 2020-06-18 22:47:38,806 - mmaction - INFO - Epoch [49][760/1879] lr: 1.000e-03, eta: 1 day, 4:53:17, time: 0.769, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5005, loss: 1.5005 2020-06-18 22:47:52,737 - mmaction - INFO - Epoch [49][780/1879] lr: 1.000e-03, eta: 1 day, 4:52:46, time: 0.696, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.4418, loss: 1.4418 2020-06-18 22:48:07,029 - mmaction - INFO - Epoch [49][800/1879] lr: 1.000e-03, eta: 1 day, 4:52:16, time: 0.715, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.4131, loss: 1.4131 2020-06-18 22:48:21,119 - mmaction - INFO - Epoch [49][820/1879] lr: 1.000e-03, eta: 1 day, 4:51:45, time: 0.705, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4326, loss: 1.4326 2020-06-18 22:48:35,736 - mmaction - INFO - Epoch [49][840/1879] lr: 1.000e-03, eta: 1 day, 4:51:15, time: 0.731, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2640, loss: 1.2640 2020-06-18 22:48:47,464 - mmaction - INFO - Epoch [49][860/1879] lr: 1.000e-03, eta: 1 day, 4:50:42, time: 0.585, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2325, loss: 1.2325 2020-06-18 22:49:02,529 - mmaction - INFO - Epoch [49][880/1879] lr: 1.000e-03, eta: 1 day, 4:50:13, time: 0.755, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.3220, loss: 1.3220 2020-06-18 22:49:16,452 - mmaction - INFO - Epoch [49][900/1879] lr: 1.000e-03, eta: 1 day, 4:49:42, time: 0.695, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1437, loss: 1.1437 2020-06-18 22:49:29,936 - mmaction - INFO - Epoch [49][920/1879] lr: 1.000e-03, eta: 1 day, 4:49:10, time: 0.675, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2164, loss: 1.2164 2020-06-18 22:49:43,376 - mmaction - INFO - Epoch [49][940/1879] lr: 1.000e-03, eta: 1 day, 4:48:39, time: 0.672, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5474, loss: 1.5474 2020-06-18 22:50:00,099 - mmaction - INFO - Epoch [49][960/1879] lr: 1.000e-03, eta: 1 day, 4:48:12, time: 0.837, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4031, loss: 1.4031 2020-06-18 22:50:14,782 - mmaction - INFO - Epoch [49][980/1879] lr: 1.000e-03, eta: 1 day, 4:47:42, time: 0.733, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8125, loss_cls: 1.5850, loss: 1.5850 2020-06-18 22:50:28,252 - mmaction - INFO - Epoch [49][1000/1879] lr: 1.000e-03, eta: 1 day, 4:47:11, time: 0.674, data_time: 0.133, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4928, loss: 1.4928 2020-06-18 22:50:42,983 - mmaction - INFO - Epoch [49][1020/1879] lr: 1.000e-03, eta: 1 day, 4:46:41, time: 0.734, data_time: 0.113, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4334, loss: 1.4334 2020-06-18 22:50:57,847 - mmaction - INFO - Epoch [49][1040/1879] lr: 1.000e-03, eta: 1 day, 4:46:11, time: 0.745, data_time: 0.068, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1875, loss: 1.1875 2020-06-18 22:51:11,119 - mmaction - INFO - Epoch [49][1060/1879] lr: 1.000e-03, eta: 1 day, 4:45:40, time: 0.662, data_time: 0.086, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.2839, loss: 1.2839 2020-06-18 22:51:29,022 - mmaction - INFO - Epoch [49][1080/1879] lr: 1.000e-03, eta: 1 day, 4:45:14, time: 0.895, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4468, loss: 1.4468 2020-06-18 22:51:44,650 - mmaction - INFO - Epoch [49][1100/1879] lr: 1.000e-03, eta: 1 day, 4:44:45, time: 0.783, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2131, loss: 1.2131 2020-06-18 22:51:59,009 - mmaction - INFO - Epoch [49][1120/1879] lr: 1.000e-03, eta: 1 day, 4:44:15, time: 0.718, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3515, loss: 1.3515 2020-06-18 22:52:13,723 - mmaction - INFO - Epoch [49][1140/1879] lr: 1.000e-03, eta: 1 day, 4:43:46, time: 0.735, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2065, loss: 1.2065 2020-06-18 22:52:27,444 - mmaction - INFO - Epoch [49][1160/1879] lr: 1.000e-03, eta: 1 day, 4:43:15, time: 0.687, data_time: 0.026, memory: 5168, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.6528, loss: 1.6528 2020-06-18 22:52:41,058 - mmaction - INFO - Epoch [49][1180/1879] lr: 1.000e-03, eta: 1 day, 4:42:44, time: 0.681, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.3538, loss: 1.3538 2020-06-18 22:52:55,225 - mmaction - INFO - Epoch [49][1200/1879] lr: 1.000e-03, eta: 1 day, 4:42:13, time: 0.709, data_time: 0.030, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2934, loss: 1.2934 2020-06-18 22:53:09,269 - mmaction - INFO - Epoch [49][1220/1879] lr: 1.000e-03, eta: 1 day, 4:41:43, time: 0.701, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2812, loss: 1.2812 2020-06-18 22:53:23,262 - mmaction - INFO - Epoch [49][1240/1879] lr: 1.000e-03, eta: 1 day, 4:41:12, time: 0.701, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.1935, loss: 1.1935 2020-06-18 22:53:37,765 - mmaction - INFO - Epoch [49][1260/1879] lr: 1.000e-03, eta: 1 day, 4:40:42, time: 0.725, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2467, loss: 1.2467 2020-06-18 22:53:53,457 - mmaction - INFO - Epoch [49][1280/1879] lr: 1.000e-03, eta: 1 day, 4:40:14, time: 0.785, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8313, loss_cls: 1.5486, loss: 1.5486 2020-06-18 22:54:07,716 - mmaction - INFO - Epoch [49][1300/1879] lr: 1.000e-03, eta: 1 day, 4:39:44, time: 0.712, data_time: 0.110, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2814, loss: 1.2814 2020-06-18 22:54:20,699 - mmaction - INFO - Epoch [49][1320/1879] lr: 1.000e-03, eta: 1 day, 4:39:12, time: 0.650, data_time: 0.108, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2119, loss: 1.2119 2020-06-18 22:54:37,591 - mmaction - INFO - Epoch [49][1340/1879] lr: 1.000e-03, eta: 1 day, 4:38:45, time: 0.845, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3650, loss: 1.3650 2020-06-18 22:54:51,488 - mmaction - INFO - Epoch [49][1360/1879] lr: 1.000e-03, eta: 1 day, 4:38:14, time: 0.693, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2250, loss: 1.2250 2020-06-18 22:55:04,834 - mmaction - INFO - Epoch [49][1380/1879] lr: 1.000e-03, eta: 1 day, 4:37:43, time: 0.668, data_time: 0.077, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4707, loss: 1.4707 2020-06-18 22:55:20,619 - mmaction - INFO - Epoch [49][1400/1879] lr: 1.000e-03, eta: 1 day, 4:37:15, time: 0.791, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1675, loss: 1.1675 2020-06-18 22:55:36,330 - mmaction - INFO - Epoch [49][1420/1879] lr: 1.000e-03, eta: 1 day, 4:36:46, time: 0.783, data_time: 0.168, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3783, loss: 1.3783 2020-06-18 22:55:48,854 - mmaction - INFO - Epoch [49][1440/1879] lr: 1.000e-03, eta: 1 day, 4:36:14, time: 0.626, data_time: 0.206, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1910, loss: 1.1910 2020-06-18 22:56:04,299 - mmaction - INFO - Epoch [49][1460/1879] lr: 1.000e-03, eta: 1 day, 4:35:45, time: 0.773, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3484, loss: 1.3484 2020-06-18 22:56:17,274 - mmaction - INFO - Epoch [49][1480/1879] lr: 1.000e-03, eta: 1 day, 4:35:14, time: 0.649, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5215, loss: 1.5215 2020-06-18 22:56:33,392 - mmaction - INFO - Epoch [49][1500/1879] lr: 1.000e-03, eta: 1 day, 4:34:46, time: 0.804, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3448, loss: 1.3448 2020-06-18 22:56:47,718 - mmaction - INFO - Epoch [49][1520/1879] lr: 1.000e-03, eta: 1 day, 4:34:16, time: 0.718, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2224, loss: 1.2224 2020-06-18 22:57:02,608 - mmaction - INFO - Epoch [49][1540/1879] lr: 1.000e-03, eta: 1 day, 4:33:46, time: 0.744, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8938, loss_cls: 1.4007, loss: 1.4007 2020-06-18 22:57:18,504 - mmaction - INFO - Epoch [49][1560/1879] lr: 1.000e-03, eta: 1 day, 4:33:18, time: 0.795, data_time: 0.186, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1728, loss: 1.1728 2020-06-18 22:57:31,495 - mmaction - INFO - Epoch [49][1580/1879] lr: 1.000e-03, eta: 1 day, 4:32:47, time: 0.648, data_time: 0.094, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3187, loss: 1.3187 2020-06-18 22:57:51,361 - mmaction - INFO - Epoch [49][1600/1879] lr: 1.000e-03, eta: 1 day, 4:32:23, time: 0.995, data_time: 0.017, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3935, loss: 1.3935 2020-06-18 22:58:07,782 - mmaction - INFO - Epoch [49][1620/1879] lr: 1.000e-03, eta: 1 day, 4:31:56, time: 0.821, data_time: 0.040, memory: 5168, top1_acc: 0.6312, top5_acc: 0.7937, loss_cls: 1.5430, loss: 1.5430 2020-06-18 22:58:22,460 - mmaction - INFO - Epoch [49][1640/1879] lr: 1.000e-03, eta: 1 day, 4:31:26, time: 0.733, data_time: 0.119, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4936, loss: 1.4936 2020-06-18 22:58:39,073 - mmaction - INFO - Epoch [49][1660/1879] lr: 1.000e-03, eta: 1 day, 4:30:59, time: 0.831, data_time: 0.301, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1322, loss: 1.1322 2020-06-18 22:58:54,560 - mmaction - INFO - Epoch [49][1680/1879] lr: 1.000e-03, eta: 1 day, 4:30:31, time: 0.775, data_time: 0.147, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2062, loss: 1.2062 2020-06-18 22:59:13,274 - mmaction - INFO - Epoch [49][1700/1879] lr: 1.000e-03, eta: 1 day, 4:30:06, time: 0.935, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2228, loss: 1.2228 2020-06-18 22:59:32,693 - mmaction - INFO - Epoch [49][1720/1879] lr: 1.000e-03, eta: 1 day, 4:29:42, time: 0.971, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5234, loss: 1.5234 2020-06-18 22:59:48,985 - mmaction - INFO - Epoch [49][1740/1879] lr: 1.000e-03, eta: 1 day, 4:29:15, time: 0.815, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.4016, loss: 1.4016 2020-06-18 23:00:09,129 - mmaction - INFO - Epoch [49][1760/1879] lr: 1.000e-03, eta: 1 day, 4:28:52, time: 1.005, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2680, loss: 1.2680 2020-06-18 23:00:22,251 - mmaction - INFO - Epoch [49][1780/1879] lr: 1.000e-03, eta: 1 day, 4:28:20, time: 0.656, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2483, loss: 1.2483 2020-06-18 23:00:37,006 - mmaction - INFO - Epoch [49][1800/1879] lr: 1.000e-03, eta: 1 day, 4:27:51, time: 0.738, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3091, loss: 1.3091 2020-06-18 23:00:51,969 - mmaction - INFO - Epoch [49][1820/1879] lr: 1.000e-03, eta: 1 day, 4:27:22, time: 0.748, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1431, loss: 1.1431 2020-06-18 23:01:03,892 - mmaction - INFO - Epoch [49][1840/1879] lr: 1.000e-03, eta: 1 day, 4:26:49, time: 0.597, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3571, loss: 1.3571 2020-06-18 23:01:25,192 - mmaction - INFO - Epoch [49][1860/1879] lr: 1.000e-03, eta: 1 day, 4:26:28, time: 1.067, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3787, loss: 1.3787 2020-06-18 23:01:41,912 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-06-18 23:04:09,206 - mmaction - INFO - Epoch [50][20/1879] lr: 1.000e-03, eta: 1 day, 4:27:53, time: 7.333, data_time: 6.629, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4535, loss: 1.4535 2020-06-18 23:04:23,164 - mmaction - INFO - Epoch [50][40/1879] lr: 1.000e-03, eta: 1 day, 4:27:23, time: 0.699, data_time: 0.007, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3109, loss: 1.3109 2020-06-18 23:04:36,865 - mmaction - INFO - Epoch [50][60/1879] lr: 1.000e-03, eta: 1 day, 4:26:52, time: 0.685, data_time: 0.237, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2556, loss: 1.2556 2020-06-18 23:04:53,239 - mmaction - INFO - Epoch [50][80/1879] lr: 1.000e-03, eta: 1 day, 4:26:25, time: 0.818, data_time: 0.022, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.4202, loss: 1.4202 2020-06-18 23:05:08,423 - mmaction - INFO - Epoch [50][100/1879] lr: 1.000e-03, eta: 1 day, 4:25:56, time: 0.758, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0888, loss: 1.0888 2020-06-18 23:05:20,873 - mmaction - INFO - Epoch [50][120/1879] lr: 1.000e-03, eta: 1 day, 4:25:24, time: 0.622, data_time: 0.024, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0523, loss: 1.0523 2020-06-18 23:05:35,694 - mmaction - INFO - Epoch [50][140/1879] lr: 1.000e-03, eta: 1 day, 4:24:54, time: 0.742, data_time: 0.197, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2094, loss: 1.2094 2020-06-18 23:05:47,872 - mmaction - INFO - Epoch [50][160/1879] lr: 1.000e-03, eta: 1 day, 4:24:22, time: 0.607, data_time: 0.022, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3453, loss: 1.3453 2020-06-18 23:06:00,028 - mmaction - INFO - Epoch [50][180/1879] lr: 1.000e-03, eta: 1 day, 4:23:49, time: 0.609, data_time: 0.126, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5393, loss: 1.5393 2020-06-18 23:06:13,574 - mmaction - INFO - Epoch [50][200/1879] lr: 1.000e-03, eta: 1 day, 4:23:18, time: 0.675, data_time: 0.019, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3221, loss: 1.3221 2020-06-18 23:06:30,978 - mmaction - INFO - Epoch [50][220/1879] lr: 1.000e-03, eta: 1 day, 4:22:52, time: 0.872, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4660, loss: 1.4660 2020-06-18 23:06:45,318 - mmaction - INFO - Epoch [50][240/1879] lr: 1.000e-03, eta: 1 day, 4:22:22, time: 0.717, data_time: 0.018, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.3352, loss: 1.3352 2020-06-18 23:06:57,412 - mmaction - INFO - Epoch [50][260/1879] lr: 1.000e-03, eta: 1 day, 4:21:50, time: 0.603, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4691, loss: 1.4691 2020-06-18 23:07:15,592 - mmaction - INFO - Epoch [50][280/1879] lr: 1.000e-03, eta: 1 day, 4:21:25, time: 0.911, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5114, loss: 1.5114 2020-06-18 23:07:27,110 - mmaction - INFO - Epoch [50][300/1879] lr: 1.000e-03, eta: 1 day, 4:20:51, time: 0.575, data_time: 0.010, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3372, loss: 1.3372 2020-06-18 23:07:42,472 - mmaction - INFO - Epoch [50][320/1879] lr: 1.000e-03, eta: 1 day, 4:20:23, time: 0.767, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.3763, loss: 1.3763 2020-06-18 23:08:04,217 - mmaction - INFO - Epoch [50][340/1879] lr: 1.000e-03, eta: 1 day, 4:20:02, time: 1.089, data_time: 0.582, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2687, loss: 1.2687 2020-06-18 23:08:18,342 - mmaction - INFO - Epoch [50][360/1879] lr: 1.000e-03, eta: 1 day, 4:19:32, time: 0.706, data_time: 0.089, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4578, loss: 1.4578 2020-06-18 23:08:32,105 - mmaction - INFO - Epoch [50][380/1879] lr: 1.000e-03, eta: 1 day, 4:19:01, time: 0.686, data_time: 0.065, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3322, loss: 1.3322 2020-06-18 23:08:47,115 - mmaction - INFO - Epoch [50][400/1879] lr: 1.000e-03, eta: 1 day, 4:18:32, time: 0.753, data_time: 0.275, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1126, loss: 1.1126 2020-06-18 23:09:06,073 - mmaction - INFO - Epoch [50][420/1879] lr: 1.000e-03, eta: 1 day, 4:18:08, time: 0.946, data_time: 0.016, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5428, loss: 1.5428 2020-06-18 23:09:19,561 - mmaction - INFO - Epoch [50][440/1879] lr: 1.000e-03, eta: 1 day, 4:17:37, time: 0.675, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5933, loss: 1.5933 2020-06-18 23:09:32,318 - mmaction - INFO - Epoch [50][460/1879] lr: 1.000e-03, eta: 1 day, 4:17:06, time: 0.639, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2746, loss: 1.2746 2020-06-18 23:09:47,912 - mmaction - INFO - Epoch [50][480/1879] lr: 1.000e-03, eta: 1 day, 4:16:37, time: 0.779, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.4474, loss: 1.4474 2020-06-18 23:10:01,297 - mmaction - INFO - Epoch [50][500/1879] lr: 1.000e-03, eta: 1 day, 4:16:06, time: 0.667, data_time: 0.049, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8812, loss_cls: 1.3714, loss: 1.3714 2020-06-18 23:10:15,343 - mmaction - INFO - Epoch [50][520/1879] lr: 1.000e-03, eta: 1 day, 4:15:36, time: 0.703, data_time: 0.210, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4611, loss: 1.4611 2020-06-18 23:10:28,677 - mmaction - INFO - Epoch [50][540/1879] lr: 1.000e-03, eta: 1 day, 4:15:05, time: 0.668, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.1328, loss: 1.1328 2020-06-18 23:10:44,321 - mmaction - INFO - Epoch [50][560/1879] lr: 1.000e-03, eta: 1 day, 4:14:37, time: 0.783, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2010, loss: 1.2010 2020-06-18 23:10:56,375 - mmaction - INFO - Epoch [50][580/1879] lr: 1.000e-03, eta: 1 day, 4:14:05, time: 0.603, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2369, loss: 1.2369 2020-06-18 23:11:10,838 - mmaction - INFO - Epoch [50][600/1879] lr: 1.000e-03, eta: 1 day, 4:13:35, time: 0.723, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.4923, loss: 1.4923 2020-06-18 23:11:24,768 - mmaction - INFO - Epoch [50][620/1879] lr: 1.000e-03, eta: 1 day, 4:13:05, time: 0.696, data_time: 0.040, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4769, loss: 1.4769 2020-06-18 23:11:41,062 - mmaction - INFO - Epoch [50][640/1879] lr: 1.000e-03, eta: 1 day, 4:12:37, time: 0.815, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5602, loss: 1.5602 2020-06-18 23:11:54,947 - mmaction - INFO - Epoch [50][660/1879] lr: 1.000e-03, eta: 1 day, 4:12:07, time: 0.694, data_time: 0.023, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4260, loss: 1.4260 2020-06-18 23:12:08,690 - mmaction - INFO - Epoch [50][680/1879] lr: 1.000e-03, eta: 1 day, 4:11:37, time: 0.687, data_time: 0.010, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.1922, loss: 1.1922 2020-06-18 23:12:21,923 - mmaction - INFO - Epoch [50][700/1879] lr: 1.000e-03, eta: 1 day, 4:11:06, time: 0.661, data_time: 0.033, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0728, loss: 1.0728 2020-06-18 23:12:36,780 - mmaction - INFO - Epoch [50][720/1879] lr: 1.000e-03, eta: 1 day, 4:10:37, time: 0.743, data_time: 0.051, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2401, loss: 1.2401 2020-06-18 23:12:49,922 - mmaction - INFO - Epoch [50][740/1879] lr: 1.000e-03, eta: 1 day, 4:10:06, time: 0.656, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3554, loss: 1.3554 2020-06-18 23:13:04,692 - mmaction - INFO - Epoch [50][760/1879] lr: 1.000e-03, eta: 1 day, 4:09:36, time: 0.740, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8438, loss_cls: 1.2292, loss: 1.2292 2020-06-18 23:13:19,406 - mmaction - INFO - Epoch [50][780/1879] lr: 1.000e-03, eta: 1 day, 4:09:07, time: 0.733, data_time: 0.042, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1058, loss: 1.1058 2020-06-18 23:13:31,727 - mmaction - INFO - Epoch [50][800/1879] lr: 1.000e-03, eta: 1 day, 4:08:35, time: 0.617, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4681, loss: 1.4681 2020-06-18 23:13:46,448 - mmaction - INFO - Epoch [50][820/1879] lr: 1.000e-03, eta: 1 day, 4:08:06, time: 0.736, data_time: 0.013, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.3040, loss: 1.3040 2020-06-18 23:13:59,870 - mmaction - INFO - Epoch [50][840/1879] lr: 1.000e-03, eta: 1 day, 4:07:35, time: 0.672, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2015, loss: 1.2015 2020-06-18 23:14:15,119 - mmaction - INFO - Epoch [50][860/1879] lr: 1.000e-03, eta: 1 day, 4:07:07, time: 0.762, data_time: 0.009, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2409, loss: 1.2409 2020-06-18 23:14:27,486 - mmaction - INFO - Epoch [50][880/1879] lr: 1.000e-03, eta: 1 day, 4:06:35, time: 0.617, data_time: 0.027, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3037, loss: 1.3037 2020-06-18 23:14:40,057 - mmaction - INFO - Epoch [50][900/1879] lr: 1.000e-03, eta: 1 day, 4:06:03, time: 0.630, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2492, loss: 1.2492 2020-06-18 23:14:54,863 - mmaction - INFO - Epoch [50][920/1879] lr: 1.000e-03, eta: 1 day, 4:05:34, time: 0.741, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3743, loss: 1.3743 2020-06-18 23:15:11,415 - mmaction - INFO - Epoch [50][940/1879] lr: 1.000e-03, eta: 1 day, 4:05:07, time: 0.828, data_time: 0.038, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3364, loss: 1.3364 2020-06-18 23:15:25,105 - mmaction - INFO - Epoch [50][960/1879] lr: 1.000e-03, eta: 1 day, 4:04:37, time: 0.684, data_time: 0.044, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1955, loss: 1.1955 2020-06-18 23:15:40,075 - mmaction - INFO - Epoch [50][980/1879] lr: 1.000e-03, eta: 1 day, 4:04:08, time: 0.749, data_time: 0.021, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2763, loss: 1.2763 2020-06-18 23:15:55,582 - mmaction - INFO - Epoch [50][1000/1879] lr: 1.000e-03, eta: 1 day, 4:03:40, time: 0.774, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2636, loss: 1.2636 2020-06-18 23:16:18,450 - mmaction - INFO - Epoch [50][1020/1879] lr: 1.000e-03, eta: 1 day, 4:03:20, time: 1.145, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3892, loss: 1.3892 2020-06-18 23:16:30,388 - mmaction - INFO - Epoch [50][1040/1879] lr: 1.000e-03, eta: 1 day, 4:02:48, time: 0.597, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3673, loss: 1.3673 2020-06-18 23:16:44,101 - mmaction - INFO - Epoch [50][1060/1879] lr: 1.000e-03, eta: 1 day, 4:02:17, time: 0.685, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1377, loss: 1.1377 2020-06-18 23:17:00,471 - mmaction - INFO - Epoch [50][1080/1879] lr: 1.000e-03, eta: 1 day, 4:01:50, time: 0.818, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.1553, loss: 1.1553 2020-06-18 23:17:14,367 - mmaction - INFO - Epoch [50][1100/1879] lr: 1.000e-03, eta: 1 day, 4:01:20, time: 0.696, data_time: 0.048, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3448, loss: 1.3448 2020-06-18 23:17:28,782 - mmaction - INFO - Epoch [50][1120/1879] lr: 1.000e-03, eta: 1 day, 4:00:51, time: 0.720, data_time: 0.098, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.2537, loss: 1.2537 2020-06-18 23:17:41,598 - mmaction - INFO - Epoch [50][1140/1879] lr: 1.000e-03, eta: 1 day, 4:00:20, time: 0.641, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4396, loss: 1.4396 2020-06-18 23:17:56,016 - mmaction - INFO - Epoch [50][1160/1879] lr: 1.000e-03, eta: 1 day, 3:59:50, time: 0.721, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1314, loss: 1.1314 2020-06-18 23:18:09,017 - mmaction - INFO - Epoch [50][1180/1879] lr: 1.000e-03, eta: 1 day, 3:59:19, time: 0.650, data_time: 0.133, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5486, loss: 1.5486 2020-06-18 23:18:21,550 - mmaction - INFO - Epoch [50][1200/1879] lr: 1.000e-03, eta: 1 day, 3:58:47, time: 0.626, data_time: 0.081, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2430, loss: 1.2430 2020-06-18 23:18:35,658 - mmaction - INFO - Epoch [50][1220/1879] lr: 1.000e-03, eta: 1 day, 3:58:18, time: 0.704, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3107, loss: 1.3107 2020-06-18 23:18:51,454 - mmaction - INFO - Epoch [50][1240/1879] lr: 1.000e-03, eta: 1 day, 3:57:50, time: 0.790, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2257, loss: 1.2257 2020-06-18 23:19:03,499 - mmaction - INFO - Epoch [50][1260/1879] lr: 1.000e-03, eta: 1 day, 3:57:18, time: 0.602, data_time: 0.148, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2190, loss: 1.2190 2020-06-18 23:19:16,779 - mmaction - INFO - Epoch [50][1280/1879] lr: 1.000e-03, eta: 1 day, 3:56:47, time: 0.666, data_time: 0.086, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4180, loss: 1.4180 2020-06-18 23:19:34,192 - mmaction - INFO - Epoch [50][1300/1879] lr: 1.000e-03, eta: 1 day, 3:56:21, time: 0.870, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3876, loss: 1.3876 2020-06-18 23:19:46,719 - mmaction - INFO - Epoch [50][1320/1879] lr: 1.000e-03, eta: 1 day, 3:55:49, time: 0.626, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3466, loss: 1.3466 2020-06-18 23:20:00,344 - mmaction - INFO - Epoch [50][1340/1879] lr: 1.000e-03, eta: 1 day, 3:55:19, time: 0.681, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3579, loss: 1.3579 2020-06-18 23:20:16,258 - mmaction - INFO - Epoch [50][1360/1879] lr: 1.000e-03, eta: 1 day, 3:54:52, time: 0.796, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1565, loss: 1.1565 2020-06-18 23:20:33,498 - mmaction - INFO - Epoch [50][1380/1879] lr: 1.000e-03, eta: 1 day, 3:54:26, time: 0.862, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4432, loss: 1.4432 2020-06-18 23:20:48,333 - mmaction - INFO - Epoch [50][1400/1879] lr: 1.000e-03, eta: 1 day, 3:53:57, time: 0.740, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3723, loss: 1.3723 2020-06-18 23:21:03,064 - mmaction - INFO - Epoch [50][1420/1879] lr: 1.000e-03, eta: 1 day, 3:53:28, time: 0.738, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2910, loss: 1.2910 2020-06-18 23:21:15,907 - mmaction - INFO - Epoch [50][1440/1879] lr: 1.000e-03, eta: 1 day, 3:52:57, time: 0.642, data_time: 0.008, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1517, loss: 1.1517 2020-06-18 23:21:30,721 - mmaction - INFO - Epoch [50][1460/1879] lr: 1.000e-03, eta: 1 day, 3:52:28, time: 0.741, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3648, loss: 1.3648 2020-06-18 23:21:43,144 - mmaction - INFO - Epoch [50][1480/1879] lr: 1.000e-03, eta: 1 day, 3:51:56, time: 0.620, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2691, loss: 1.2691 2020-06-18 23:21:56,326 - mmaction - INFO - Epoch [50][1500/1879] lr: 1.000e-03, eta: 1 day, 3:51:25, time: 0.659, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2540, loss: 1.2540 2020-06-18 23:22:10,134 - mmaction - INFO - Epoch [50][1520/1879] lr: 1.000e-03, eta: 1 day, 3:50:55, time: 0.690, data_time: 0.094, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.3394, loss: 1.3394 2020-06-18 23:22:25,373 - mmaction - INFO - Epoch [50][1540/1879] lr: 1.000e-03, eta: 1 day, 3:50:27, time: 0.762, data_time: 0.302, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3476, loss: 1.3476 2020-06-18 23:22:37,069 - mmaction - INFO - Epoch [50][1560/1879] lr: 1.000e-03, eta: 1 day, 3:49:55, time: 0.585, data_time: 0.046, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2868, loss: 1.2868 2020-06-18 23:22:50,621 - mmaction - INFO - Epoch [50][1580/1879] lr: 1.000e-03, eta: 1 day, 3:49:24, time: 0.677, data_time: 0.198, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1346, loss: 1.1346 2020-06-18 23:23:04,629 - mmaction - INFO - Epoch [50][1600/1879] lr: 1.000e-03, eta: 1 day, 3:48:55, time: 0.700, data_time: 0.012, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1368, loss: 1.1368 2020-06-18 23:23:16,148 - mmaction - INFO - Epoch [50][1620/1879] lr: 1.000e-03, eta: 1 day, 3:48:22, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4347, loss: 1.4347 2020-06-18 23:23:32,093 - mmaction - INFO - Epoch [50][1640/1879] lr: 1.000e-03, eta: 1 day, 3:47:54, time: 0.797, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3704, loss: 1.3704 2020-06-18 23:23:43,984 - mmaction - INFO - Epoch [50][1660/1879] lr: 1.000e-03, eta: 1 day, 3:47:22, time: 0.595, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0984, loss: 1.0984 2020-06-18 23:23:58,574 - mmaction - INFO - Epoch [50][1680/1879] lr: 1.000e-03, eta: 1 day, 3:46:53, time: 0.729, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3041, loss: 1.3041 2020-06-18 23:24:12,518 - mmaction - INFO - Epoch [50][1700/1879] lr: 1.000e-03, eta: 1 day, 3:46:23, time: 0.694, data_time: 0.118, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.3915, loss: 1.3915 2020-06-18 23:24:26,443 - mmaction - INFO - Epoch [50][1720/1879] lr: 1.000e-03, eta: 1 day, 3:45:54, time: 0.698, data_time: 0.042, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2712, loss: 1.2712 2020-06-18 23:24:40,234 - mmaction - INFO - Epoch [50][1740/1879] lr: 1.000e-03, eta: 1 day, 3:45:24, time: 0.690, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3248, loss: 1.3248 2020-06-18 23:24:53,737 - mmaction - INFO - Epoch [50][1760/1879] lr: 1.000e-03, eta: 1 day, 3:44:54, time: 0.676, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3721, loss: 1.3721 2020-06-18 23:25:09,186 - mmaction - INFO - Epoch [50][1780/1879] lr: 1.000e-03, eta: 1 day, 3:44:26, time: 0.773, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2804, loss: 1.2804 2020-06-18 23:25:22,677 - mmaction - INFO - Epoch [50][1800/1879] lr: 1.000e-03, eta: 1 day, 3:43:55, time: 0.673, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2686, loss: 1.2686 2020-06-18 23:25:35,044 - mmaction - INFO - Epoch [50][1820/1879] lr: 1.000e-03, eta: 1 day, 3:43:24, time: 0.620, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2233, loss: 1.2233 2020-06-18 23:25:48,625 - mmaction - INFO - Epoch [50][1840/1879] lr: 1.000e-03, eta: 1 day, 3:42:54, time: 0.678, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3202, loss: 1.3202 2020-06-18 23:26:06,148 - mmaction - INFO - Epoch [50][1860/1879] lr: 1.000e-03, eta: 1 day, 3:42:28, time: 0.878, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1048, loss: 1.1048 2020-06-18 23:26:25,293 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-06-18 23:28:47,805 - mmaction - INFO - Epoch [51][20/1879] lr: 1.000e-03, eta: 1 day, 3:43:43, time: 7.085, data_time: 6.325, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3720, loss: 1.3720 2020-06-18 23:29:00,391 - mmaction - INFO - Epoch [51][40/1879] lr: 1.000e-03, eta: 1 day, 3:43:12, time: 0.629, data_time: 0.005, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3597, loss: 1.3597 2020-06-18 23:29:13,905 - mmaction - INFO - Epoch [51][60/1879] lr: 1.000e-03, eta: 1 day, 3:42:42, time: 0.674, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2167, loss: 1.2167 2020-06-18 23:29:26,605 - mmaction - INFO - Epoch [51][80/1879] lr: 1.000e-03, eta: 1 day, 3:42:10, time: 0.636, data_time: 0.099, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5416, loss: 1.5416 2020-06-18 23:29:42,362 - mmaction - INFO - Epoch [51][100/1879] lr: 1.000e-03, eta: 1 day, 3:41:43, time: 0.790, data_time: 0.151, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4494, loss: 1.4494 2020-06-18 23:29:54,136 - mmaction - INFO - Epoch [51][120/1879] lr: 1.000e-03, eta: 1 day, 3:41:11, time: 0.588, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1805, loss: 1.1805 2020-06-18 23:30:07,841 - mmaction - INFO - Epoch [51][140/1879] lr: 1.000e-03, eta: 1 day, 3:40:41, time: 0.684, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3032, loss: 1.3032 2020-06-18 23:30:22,613 - mmaction - INFO - Epoch [51][160/1879] lr: 1.000e-03, eta: 1 day, 3:40:12, time: 0.741, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.2391, loss: 1.2391 2020-06-18 23:30:35,148 - mmaction - INFO - Epoch [51][180/1879] lr: 1.000e-03, eta: 1 day, 3:39:41, time: 0.625, data_time: 0.000, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5350, loss: 1.5350 2020-06-18 23:30:49,303 - mmaction - INFO - Epoch [51][200/1879] lr: 1.000e-03, eta: 1 day, 3:39:11, time: 0.707, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.5454, loss: 1.5454 2020-06-18 23:31:03,085 - mmaction - INFO - Epoch [51][220/1879] lr: 1.000e-03, eta: 1 day, 3:38:41, time: 0.690, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0178, loss: 1.0178 2020-06-18 23:31:17,127 - mmaction - INFO - Epoch [51][240/1879] lr: 1.000e-03, eta: 1 day, 3:38:12, time: 0.703, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8562, loss_cls: 1.4397, loss: 1.4397 2020-06-18 23:31:31,502 - mmaction - INFO - Epoch [51][260/1879] lr: 1.000e-03, eta: 1 day, 3:37:43, time: 0.719, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4148, loss: 1.4148 2020-06-18 23:31:47,418 - mmaction - INFO - Epoch [51][280/1879] lr: 1.000e-03, eta: 1 day, 3:37:15, time: 0.796, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4062, loss: 1.4062 2020-06-18 23:32:01,658 - mmaction - INFO - Epoch [51][300/1879] lr: 1.000e-03, eta: 1 day, 3:36:46, time: 0.712, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.5772, loss: 1.5772 2020-06-18 23:32:15,605 - mmaction - INFO - Epoch [51][320/1879] lr: 1.000e-03, eta: 1 day, 3:36:16, time: 0.697, data_time: 0.005, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4995, loss: 1.4995 2020-06-18 23:32:28,123 - mmaction - INFO - Epoch [51][340/1879] lr: 1.000e-03, eta: 1 day, 3:35:45, time: 0.626, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.4020, loss: 1.4020 2020-06-18 23:32:41,922 - mmaction - INFO - Epoch [51][360/1879] lr: 1.000e-03, eta: 1 day, 3:35:15, time: 0.689, data_time: 0.076, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.3797, loss: 1.3797 2020-06-18 23:32:55,556 - mmaction - INFO - Epoch [51][380/1879] lr: 1.000e-03, eta: 1 day, 3:34:45, time: 0.682, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4637, loss: 1.4637 2020-06-18 23:33:09,267 - mmaction - INFO - Epoch [51][400/1879] lr: 1.000e-03, eta: 1 day, 3:34:15, time: 0.685, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2689, loss: 1.2689 2020-06-18 23:33:22,144 - mmaction - INFO - Epoch [51][420/1879] lr: 1.000e-03, eta: 1 day, 3:33:45, time: 0.644, data_time: 0.028, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2736, loss: 1.2736 2020-06-18 23:33:36,787 - mmaction - INFO - Epoch [51][440/1879] lr: 1.000e-03, eta: 1 day, 3:33:16, time: 0.731, data_time: 0.075, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3882, loss: 1.3882 2020-06-18 23:33:48,893 - mmaction - INFO - Epoch [51][460/1879] lr: 1.000e-03, eta: 1 day, 3:32:44, time: 0.606, data_time: 0.035, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4069, loss: 1.4069 2020-06-18 23:34:02,674 - mmaction - INFO - Epoch [51][480/1879] lr: 1.000e-03, eta: 1 day, 3:32:14, time: 0.691, data_time: 0.038, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2689, loss: 1.2689 2020-06-18 23:34:17,275 - mmaction - INFO - Epoch [51][500/1879] lr: 1.000e-03, eta: 1 day, 3:31:45, time: 0.730, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3422, loss: 1.3422 2020-06-18 23:34:31,443 - mmaction - INFO - Epoch [51][520/1879] lr: 1.000e-03, eta: 1 day, 3:31:16, time: 0.708, data_time: 0.141, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.2758, loss: 1.2758 2020-06-18 23:34:44,173 - mmaction - INFO - Epoch [51][540/1879] lr: 1.000e-03, eta: 1 day, 3:30:45, time: 0.635, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.2867, loss: 1.2867 2020-06-18 23:35:01,491 - mmaction - INFO - Epoch [51][560/1879] lr: 1.000e-03, eta: 1 day, 3:30:20, time: 0.868, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.6081, loss: 1.6081 2020-06-18 23:35:15,298 - mmaction - INFO - Epoch [51][580/1879] lr: 1.000e-03, eta: 1 day, 3:29:50, time: 0.690, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5464, loss: 1.5464 2020-06-18 23:35:30,841 - mmaction - INFO - Epoch [51][600/1879] lr: 1.000e-03, eta: 1 day, 3:29:22, time: 0.777, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3913, loss: 1.3913 2020-06-18 23:35:44,556 - mmaction - INFO - Epoch [51][620/1879] lr: 1.000e-03, eta: 1 day, 3:28:52, time: 0.686, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2663, loss: 1.2663 2020-06-18 23:36:02,297 - mmaction - INFO - Epoch [51][640/1879] lr: 1.000e-03, eta: 1 day, 3:28:27, time: 0.886, data_time: 0.000, memory: 5168, top1_acc: 0.5750, top5_acc: 0.8438, loss_cls: 1.6074, loss: 1.6074 2020-06-18 23:36:18,250 - mmaction - INFO - Epoch [51][660/1879] lr: 1.000e-03, eta: 1 day, 3:28:00, time: 0.798, data_time: 0.042, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1300, loss: 1.1300 2020-06-18 23:36:32,230 - mmaction - INFO - Epoch [51][680/1879] lr: 1.000e-03, eta: 1 day, 3:27:31, time: 0.699, data_time: 0.038, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3972, loss: 1.3972 2020-06-18 23:36:47,826 - mmaction - INFO - Epoch [51][700/1879] lr: 1.000e-03, eta: 1 day, 3:27:03, time: 0.779, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4366, loss: 1.4366 2020-06-18 23:37:02,231 - mmaction - INFO - Epoch [51][720/1879] lr: 1.000e-03, eta: 1 day, 3:26:34, time: 0.719, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.1713, loss: 1.1713 2020-06-18 23:37:17,512 - mmaction - INFO - Epoch [51][740/1879] lr: 1.000e-03, eta: 1 day, 3:26:06, time: 0.766, data_time: 0.062, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2079, loss: 1.2079 2020-06-18 23:37:29,646 - mmaction - INFO - Epoch [51][760/1879] lr: 1.000e-03, eta: 1 day, 3:25:34, time: 0.605, data_time: 0.010, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2296, loss: 1.2296 2020-06-18 23:37:44,486 - mmaction - INFO - Epoch [51][780/1879] lr: 1.000e-03, eta: 1 day, 3:25:06, time: 0.742, data_time: 0.020, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.3622, loss: 1.3622 2020-06-18 23:37:59,557 - mmaction - INFO - Epoch [51][800/1879] lr: 1.000e-03, eta: 1 day, 3:24:38, time: 0.755, data_time: 0.185, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3435, loss: 1.3435 2020-06-18 23:38:12,937 - mmaction - INFO - Epoch [51][820/1879] lr: 1.000e-03, eta: 1 day, 3:24:08, time: 0.667, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2046, loss: 1.2046 2020-06-18 23:38:26,953 - mmaction - INFO - Epoch [51][840/1879] lr: 1.000e-03, eta: 1 day, 3:23:38, time: 0.702, data_time: 0.107, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2996, loss: 1.2996 2020-06-18 23:38:40,300 - mmaction - INFO - Epoch [51][860/1879] lr: 1.000e-03, eta: 1 day, 3:23:08, time: 0.667, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8063, loss_cls: 1.5695, loss: 1.5695 2020-06-18 23:38:52,975 - mmaction - INFO - Epoch [51][880/1879] lr: 1.000e-03, eta: 1 day, 3:22:37, time: 0.633, data_time: 0.059, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3094, loss: 1.3094 2020-06-18 23:39:08,456 - mmaction - INFO - Epoch [51][900/1879] lr: 1.000e-03, eta: 1 day, 3:22:10, time: 0.774, data_time: 0.051, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.3571, loss: 1.3571 2020-06-18 23:39:23,026 - mmaction - INFO - Epoch [51][920/1879] lr: 1.000e-03, eta: 1 day, 3:21:41, time: 0.728, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4111, loss: 1.4111 2020-06-18 23:39:38,971 - mmaction - INFO - Epoch [51][940/1879] lr: 1.000e-03, eta: 1 day, 3:21:14, time: 0.797, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2587, loss: 1.2587 2020-06-18 23:39:52,609 - mmaction - INFO - Epoch [51][960/1879] lr: 1.000e-03, eta: 1 day, 3:20:44, time: 0.682, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.6308, loss: 1.6308 2020-06-18 23:40:07,320 - mmaction - INFO - Epoch [51][980/1879] lr: 1.000e-03, eta: 1 day, 3:20:16, time: 0.736, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4482, loss: 1.4482 2020-06-18 23:40:19,104 - mmaction - INFO - Epoch [51][1000/1879] lr: 1.000e-03, eta: 1 day, 3:19:44, time: 0.588, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4664, loss: 1.4664 2020-06-18 23:40:35,301 - mmaction - INFO - Epoch [51][1020/1879] lr: 1.000e-03, eta: 1 day, 3:19:17, time: 0.810, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3565, loss: 1.3565 2020-06-18 23:40:48,180 - mmaction - INFO - Epoch [51][1040/1879] lr: 1.000e-03, eta: 1 day, 3:18:46, time: 0.645, data_time: 0.084, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.5443, loss: 1.5443 2020-06-18 23:41:01,983 - mmaction - INFO - Epoch [51][1060/1879] lr: 1.000e-03, eta: 1 day, 3:18:17, time: 0.690, data_time: 0.073, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4501, loss: 1.4501 2020-06-18 23:41:15,896 - mmaction - INFO - Epoch [51][1080/1879] lr: 1.000e-03, eta: 1 day, 3:17:47, time: 0.694, data_time: 0.056, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1991, loss: 1.1991 2020-06-18 23:41:29,255 - mmaction - INFO - Epoch [51][1100/1879] lr: 1.000e-03, eta: 1 day, 3:17:17, time: 0.669, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2040, loss: 1.2040 2020-06-18 23:41:49,074 - mmaction - INFO - Epoch [51][1120/1879] lr: 1.000e-03, eta: 1 day, 3:16:55, time: 0.990, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5303, loss: 1.5303 2020-06-18 23:42:02,182 - mmaction - INFO - Epoch [51][1140/1879] lr: 1.000e-03, eta: 1 day, 3:16:24, time: 0.655, data_time: 0.041, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.5029, loss: 1.5029 2020-06-18 23:42:16,757 - mmaction - INFO - Epoch [51][1160/1879] lr: 1.000e-03, eta: 1 day, 3:15:56, time: 0.729, data_time: 0.092, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2378, loss: 1.2378 2020-06-18 23:42:33,905 - mmaction - INFO - Epoch [51][1180/1879] lr: 1.000e-03, eta: 1 day, 3:15:30, time: 0.859, data_time: 0.074, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.3275, loss: 1.3275 2020-06-18 23:42:49,609 - mmaction - INFO - Epoch [51][1200/1879] lr: 1.000e-03, eta: 1 day, 3:15:03, time: 0.785, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0024, loss: 1.0024 2020-06-18 23:43:03,679 - mmaction - INFO - Epoch [51][1220/1879] lr: 1.000e-03, eta: 1 day, 3:14:34, time: 0.704, data_time: 0.120, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3482, loss: 1.3482 2020-06-18 23:43:17,959 - mmaction - INFO - Epoch [51][1240/1879] lr: 1.000e-03, eta: 1 day, 3:14:05, time: 0.714, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4591, loss: 1.4591 2020-06-18 23:43:36,239 - mmaction - INFO - Epoch [51][1260/1879] lr: 1.000e-03, eta: 1 day, 3:13:40, time: 0.914, data_time: 0.310, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3450, loss: 1.3450 2020-06-18 23:43:49,021 - mmaction - INFO - Epoch [51][1280/1879] lr: 1.000e-03, eta: 1 day, 3:13:10, time: 0.639, data_time: 0.125, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2249, loss: 1.2249 2020-06-18 23:44:01,757 - mmaction - INFO - Epoch [51][1300/1879] lr: 1.000e-03, eta: 1 day, 3:12:39, time: 0.636, data_time: 0.057, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0864, loss: 1.0864 2020-06-18 23:44:16,242 - mmaction - INFO - Epoch [51][1320/1879] lr: 1.000e-03, eta: 1 day, 3:12:11, time: 0.725, data_time: 0.048, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.3510, loss: 1.3510 2020-06-18 23:44:29,362 - mmaction - INFO - Epoch [51][1340/1879] lr: 1.000e-03, eta: 1 day, 3:11:40, time: 0.656, data_time: 0.009, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4964, loss: 1.4964 2020-06-18 23:44:43,790 - mmaction - INFO - Epoch [51][1360/1879] lr: 1.000e-03, eta: 1 day, 3:11:12, time: 0.722, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2556, loss: 1.2556 2020-06-18 23:44:59,886 - mmaction - INFO - Epoch [51][1380/1879] lr: 1.000e-03, eta: 1 day, 3:10:45, time: 0.805, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4594, loss: 1.4594 2020-06-18 23:45:16,444 - mmaction - INFO - Epoch [51][1400/1879] lr: 1.000e-03, eta: 1 day, 3:10:18, time: 0.828, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1822, loss: 1.1822 2020-06-18 23:45:29,503 - mmaction - INFO - Epoch [51][1420/1879] lr: 1.000e-03, eta: 1 day, 3:09:48, time: 0.651, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5455, loss: 1.5455 2020-06-18 23:45:43,194 - mmaction - INFO - Epoch [51][1440/1879] lr: 1.000e-03, eta: 1 day, 3:09:19, time: 0.685, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2359, loss: 1.2359 2020-06-18 23:45:57,666 - mmaction - INFO - Epoch [51][1460/1879] lr: 1.000e-03, eta: 1 day, 3:08:50, time: 0.725, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2661, loss: 1.2661 2020-06-18 23:46:10,961 - mmaction - INFO - Epoch [51][1480/1879] lr: 1.000e-03, eta: 1 day, 3:08:20, time: 0.665, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.2272, loss: 1.2272 2020-06-18 23:46:25,995 - mmaction - INFO - Epoch [51][1500/1879] lr: 1.000e-03, eta: 1 day, 3:07:52, time: 0.751, data_time: 0.026, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2815, loss: 1.2815 2020-06-18 23:46:41,292 - mmaction - INFO - Epoch [51][1520/1879] lr: 1.000e-03, eta: 1 day, 3:07:25, time: 0.766, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0461, loss: 1.0461 2020-06-18 23:46:54,321 - mmaction - INFO - Epoch [51][1540/1879] lr: 1.000e-03, eta: 1 day, 3:06:54, time: 0.651, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3687, loss: 1.3687 2020-06-18 23:47:45,831 - mmaction - INFO - Epoch [51][1560/1879] lr: 1.000e-03, eta: 1 day, 3:07:07, time: 2.575, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9855, loss: 0.9855 2020-06-18 23:47:59,835 - mmaction - INFO - Epoch [51][1580/1879] lr: 1.000e-03, eta: 1 day, 3:06:38, time: 0.699, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4221, loss: 1.4221 2020-06-18 23:48:12,923 - mmaction - INFO - Epoch [51][1600/1879] lr: 1.000e-03, eta: 1 day, 3:06:08, time: 0.654, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1803, loss: 1.1803 2020-06-18 23:48:27,430 - mmaction - INFO - Epoch [51][1620/1879] lr: 1.000e-03, eta: 1 day, 3:05:39, time: 0.725, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3367, loss: 1.3367 2020-06-18 23:48:40,961 - mmaction - INFO - Epoch [51][1640/1879] lr: 1.000e-03, eta: 1 day, 3:05:10, time: 0.676, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2969, loss: 1.2969 2020-06-18 23:48:56,301 - mmaction - INFO - Epoch [51][1660/1879] lr: 1.000e-03, eta: 1 day, 3:04:42, time: 0.768, data_time: 0.101, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1096, loss: 1.1096 2020-06-18 23:49:12,742 - mmaction - INFO - Epoch [51][1680/1879] lr: 1.000e-03, eta: 1 day, 3:04:16, time: 0.823, data_time: 0.113, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9437, loss_cls: 0.8615, loss: 0.8615 2020-06-18 23:49:27,707 - mmaction - INFO - Epoch [51][1700/1879] lr: 1.000e-03, eta: 1 day, 3:03:48, time: 0.748, data_time: 0.037, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3483, loss: 1.3483 2020-06-18 23:49:43,167 - mmaction - INFO - Epoch [51][1720/1879] lr: 1.000e-03, eta: 1 day, 3:03:20, time: 0.773, data_time: 0.224, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2816, loss: 1.2816 2020-06-18 23:49:59,134 - mmaction - INFO - Epoch [51][1740/1879] lr: 1.000e-03, eta: 1 day, 3:02:53, time: 0.799, data_time: 0.111, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3416, loss: 1.3416 2020-06-18 23:50:13,105 - mmaction - INFO - Epoch [51][1760/1879] lr: 1.000e-03, eta: 1 day, 3:02:24, time: 0.697, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0823, loss: 1.0823 2020-06-18 23:50:28,275 - mmaction - INFO - Epoch [51][1780/1879] lr: 1.000e-03, eta: 1 day, 3:01:57, time: 0.760, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2533, loss: 1.2533 2020-06-18 23:50:46,237 - mmaction - INFO - Epoch [51][1800/1879] lr: 1.000e-03, eta: 1 day, 3:01:32, time: 0.898, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.2722, loss: 1.2722 2020-06-18 23:50:58,974 - mmaction - INFO - Epoch [51][1820/1879] lr: 1.000e-03, eta: 1 day, 3:01:02, time: 0.637, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1981, loss: 1.1981 2020-06-18 23:51:16,883 - mmaction - INFO - Epoch [51][1840/1879] lr: 1.000e-03, eta: 1 day, 3:00:37, time: 0.896, data_time: 0.012, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4043, loss: 1.4043 2020-06-18 23:51:35,076 - mmaction - INFO - Epoch [51][1860/1879] lr: 1.000e-03, eta: 1 day, 3:00:12, time: 0.909, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1760, loss: 1.1760 2020-06-18 23:51:55,011 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-06-18 23:54:31,285 - mmaction - INFO - Epoch [52][20/1879] lr: 1.000e-03, eta: 1 day, 3:01:38, time: 7.771, data_time: 7.046, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1076, loss: 1.1076 2020-06-18 23:54:44,504 - mmaction - INFO - Epoch [52][40/1879] lr: 1.000e-03, eta: 1 day, 3:01:09, time: 0.663, data_time: 0.005, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2839, loss: 1.2839 2020-06-18 23:54:59,134 - mmaction - INFO - Epoch [52][60/1879] lr: 1.000e-03, eta: 1 day, 3:00:40, time: 0.729, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2729, loss: 1.2729 2020-06-18 23:55:12,933 - mmaction - INFO - Epoch [52][80/1879] lr: 1.000e-03, eta: 1 day, 3:00:11, time: 0.692, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.4446, loss: 1.4446 2020-06-18 23:55:28,214 - mmaction - INFO - Epoch [52][100/1879] lr: 1.000e-03, eta: 1 day, 2:59:43, time: 0.764, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.4097, loss: 1.4097 2020-06-18 23:55:41,634 - mmaction - INFO - Epoch [52][120/1879] lr: 1.000e-03, eta: 1 day, 2:59:14, time: 0.670, data_time: 0.025, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3450, loss: 1.3450 2020-06-18 23:55:54,523 - mmaction - INFO - Epoch [52][140/1879] lr: 1.000e-03, eta: 1 day, 2:58:43, time: 0.645, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.3265, loss: 1.3265 2020-06-18 23:56:07,144 - mmaction - INFO - Epoch [52][160/1879] lr: 1.000e-03, eta: 1 day, 2:58:13, time: 0.631, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2234, loss: 1.2234 2020-06-18 23:56:21,455 - mmaction - INFO - Epoch [52][180/1879] lr: 1.000e-03, eta: 1 day, 2:57:44, time: 0.714, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.2065, loss: 1.2065 2020-06-18 23:56:35,335 - mmaction - INFO - Epoch [52][200/1879] lr: 1.000e-03, eta: 1 day, 2:57:15, time: 0.695, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2158, loss: 1.2158 2020-06-18 23:56:49,111 - mmaction - INFO - Epoch [52][220/1879] lr: 1.000e-03, eta: 1 day, 2:56:46, time: 0.689, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3405, loss: 1.3405 2020-06-18 23:57:03,538 - mmaction - INFO - Epoch [52][240/1879] lr: 1.000e-03, eta: 1 day, 2:56:17, time: 0.721, data_time: 0.138, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3236, loss: 1.3236 2020-06-18 23:57:17,155 - mmaction - INFO - Epoch [52][260/1879] lr: 1.000e-03, eta: 1 day, 2:55:48, time: 0.681, data_time: 0.235, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1500, loss: 1.1500 2020-06-18 23:57:30,525 - mmaction - INFO - Epoch [52][280/1879] lr: 1.000e-03, eta: 1 day, 2:55:18, time: 0.667, data_time: 0.197, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.6019, loss: 1.6019 2020-06-18 23:57:44,026 - mmaction - INFO - Epoch [52][300/1879] lr: 1.000e-03, eta: 1 day, 2:54:48, time: 0.677, data_time: 0.014, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3057, loss: 1.3057 2020-06-18 23:57:59,610 - mmaction - INFO - Epoch [52][320/1879] lr: 1.000e-03, eta: 1 day, 2:54:21, time: 0.779, data_time: 0.410, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4298, loss: 1.4298 2020-06-18 23:58:13,719 - mmaction - INFO - Epoch [52][340/1879] lr: 1.000e-03, eta: 1 day, 2:53:52, time: 0.706, data_time: 0.287, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5289, loss: 1.5289 2020-06-18 23:58:27,873 - mmaction - INFO - Epoch [52][360/1879] lr: 1.000e-03, eta: 1 day, 2:53:23, time: 0.706, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2927, loss: 1.2927 2020-06-18 23:58:41,204 - mmaction - INFO - Epoch [52][380/1879] lr: 1.000e-03, eta: 1 day, 2:52:54, time: 0.667, data_time: 0.119, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3039, loss: 1.3039 2020-06-18 23:58:57,288 - mmaction - INFO - Epoch [52][400/1879] lr: 1.000e-03, eta: 1 day, 2:52:27, time: 0.805, data_time: 0.112, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.3237, loss: 1.3237 2020-06-18 23:59:09,946 - mmaction - INFO - Epoch [52][420/1879] lr: 1.000e-03, eta: 1 day, 2:51:57, time: 0.633, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.5729, loss: 1.5729 2020-06-18 23:59:26,847 - mmaction - INFO - Epoch [52][440/1879] lr: 1.000e-03, eta: 1 day, 2:51:31, time: 0.845, data_time: 0.060, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3250, loss: 1.3250 2020-06-18 23:59:41,825 - mmaction - INFO - Epoch [52][460/1879] lr: 1.000e-03, eta: 1 day, 2:51:03, time: 0.748, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2411, loss: 1.2411 2020-06-18 23:59:55,938 - mmaction - INFO - Epoch [52][480/1879] lr: 1.000e-03, eta: 1 day, 2:50:34, time: 0.705, data_time: 0.100, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.5549, loss: 1.5549 2020-06-19 00:00:10,265 - mmaction - INFO - Epoch [52][500/1879] lr: 1.000e-03, eta: 1 day, 2:50:06, time: 0.717, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4033, loss: 1.4033 2020-06-19 00:00:25,739 - mmaction - INFO - Epoch [52][520/1879] lr: 1.000e-03, eta: 1 day, 2:49:38, time: 0.775, data_time: 0.006, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8688, loss_cls: 1.4726, loss: 1.4726 2020-06-19 00:00:40,315 - mmaction - INFO - Epoch [52][540/1879] lr: 1.000e-03, eta: 1 day, 2:49:10, time: 0.727, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1947, loss: 1.1947 2020-06-19 00:00:54,387 - mmaction - INFO - Epoch [52][560/1879] lr: 1.000e-03, eta: 1 day, 2:48:41, time: 0.706, data_time: 0.091, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4663, loss: 1.4663 2020-06-19 00:01:07,779 - mmaction - INFO - Epoch [52][580/1879] lr: 1.000e-03, eta: 1 day, 2:48:12, time: 0.669, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4286, loss: 1.4286 2020-06-19 00:01:24,135 - mmaction - INFO - Epoch [52][600/1879] lr: 1.000e-03, eta: 1 day, 2:47:45, time: 0.817, data_time: 0.006, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3128, loss: 1.3128 2020-06-19 00:01:42,891 - mmaction - INFO - Epoch [52][620/1879] lr: 1.000e-03, eta: 1 day, 2:47:22, time: 0.939, data_time: 0.069, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.3976, loss: 1.3976 2020-06-19 00:01:57,358 - mmaction - INFO - Epoch [52][640/1879] lr: 1.000e-03, eta: 1 day, 2:46:53, time: 0.721, data_time: 0.085, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3363, loss: 1.3363 2020-06-19 00:02:14,388 - mmaction - INFO - Epoch [52][660/1879] lr: 1.000e-03, eta: 1 day, 2:46:28, time: 0.854, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2715, loss: 1.2715 2020-06-19 00:02:33,824 - mmaction - INFO - Epoch [52][680/1879] lr: 1.000e-03, eta: 1 day, 2:46:05, time: 0.970, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3069, loss: 1.3069 2020-06-19 00:02:49,700 - mmaction - INFO - Epoch [52][700/1879] lr: 1.000e-03, eta: 1 day, 2:45:38, time: 0.793, data_time: 0.281, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3362, loss: 1.3362 2020-06-19 00:03:05,259 - mmaction - INFO - Epoch [52][720/1879] lr: 1.000e-03, eta: 1 day, 2:45:11, time: 0.778, data_time: 0.088, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.3098, loss: 1.3098 2020-06-19 00:03:18,781 - mmaction - INFO - Epoch [52][740/1879] lr: 1.000e-03, eta: 1 day, 2:44:42, time: 0.676, data_time: 0.021, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3781, loss: 1.3781 2020-06-19 00:03:32,874 - mmaction - INFO - Epoch [52][760/1879] lr: 1.000e-03, eta: 1 day, 2:44:13, time: 0.704, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.2466, loss: 1.2466 2020-06-19 00:03:46,732 - mmaction - INFO - Epoch [52][780/1879] lr: 1.000e-03, eta: 1 day, 2:43:44, time: 0.693, data_time: 0.077, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2754, loss: 1.2754 2020-06-19 00:04:01,104 - mmaction - INFO - Epoch [52][800/1879] lr: 1.000e-03, eta: 1 day, 2:43:16, time: 0.720, data_time: 0.016, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2667, loss: 1.2667 2020-06-19 00:04:13,727 - mmaction - INFO - Epoch [52][820/1879] lr: 1.000e-03, eta: 1 day, 2:42:45, time: 0.631, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3867, loss: 1.3867 2020-06-19 00:04:29,780 - mmaction - INFO - Epoch [52][840/1879] lr: 1.000e-03, eta: 1 day, 2:42:19, time: 0.801, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3427, loss: 1.3427 2020-06-19 00:04:42,043 - mmaction - INFO - Epoch [52][860/1879] lr: 1.000e-03, eta: 1 day, 2:41:48, time: 0.615, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2847, loss: 1.2847 2020-06-19 00:04:57,067 - mmaction - INFO - Epoch [52][880/1879] lr: 1.000e-03, eta: 1 day, 2:41:20, time: 0.751, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.1929, loss: 1.1929 2020-06-19 00:05:10,867 - mmaction - INFO - Epoch [52][900/1879] lr: 1.000e-03, eta: 1 day, 2:40:51, time: 0.689, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.5806, loss: 1.5806 2020-06-19 00:05:22,263 - mmaction - INFO - Epoch [52][920/1879] lr: 1.000e-03, eta: 1 day, 2:40:20, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2704, loss: 1.2704 2020-06-19 00:05:35,952 - mmaction - INFO - Epoch [52][940/1879] lr: 1.000e-03, eta: 1 day, 2:39:51, time: 0.685, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3863, loss: 1.3863 2020-06-19 00:05:49,695 - mmaction - INFO - Epoch [52][960/1879] lr: 1.000e-03, eta: 1 day, 2:39:22, time: 0.685, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2280, loss: 1.2280 2020-06-19 00:06:02,176 - mmaction - INFO - Epoch [52][980/1879] lr: 1.000e-03, eta: 1 day, 2:38:51, time: 0.625, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1533, loss: 1.1533 2020-06-19 00:06:15,201 - mmaction - INFO - Epoch [52][1000/1879] lr: 1.000e-03, eta: 1 day, 2:38:21, time: 0.651, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1938, loss: 1.1938 2020-06-19 00:06:27,988 - mmaction - INFO - Epoch [52][1020/1879] lr: 1.000e-03, eta: 1 day, 2:37:51, time: 0.640, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4358, loss: 1.4358 2020-06-19 00:06:42,167 - mmaction - INFO - Epoch [52][1040/1879] lr: 1.000e-03, eta: 1 day, 2:37:23, time: 0.707, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.4601, loss: 1.4601 2020-06-19 00:06:55,080 - mmaction - INFO - Epoch [52][1060/1879] lr: 1.000e-03, eta: 1 day, 2:36:53, time: 0.647, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3349, loss: 1.3349 2020-06-19 00:07:09,106 - mmaction - INFO - Epoch [52][1080/1879] lr: 1.000e-03, eta: 1 day, 2:36:24, time: 0.701, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4210, loss: 1.4210 2020-06-19 00:07:23,729 - mmaction - INFO - Epoch [52][1100/1879] lr: 1.000e-03, eta: 1 day, 2:35:56, time: 0.731, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2479, loss: 1.2479 2020-06-19 00:07:36,191 - mmaction - INFO - Epoch [52][1120/1879] lr: 1.000e-03, eta: 1 day, 2:35:26, time: 0.624, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2941, loss: 1.2941 2020-06-19 00:07:47,540 - mmaction - INFO - Epoch [52][1140/1879] lr: 1.000e-03, eta: 1 day, 2:34:54, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1654, loss: 1.1654 2020-06-19 00:08:00,724 - mmaction - INFO - Epoch [52][1160/1879] lr: 1.000e-03, eta: 1 day, 2:34:25, time: 0.661, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4151, loss: 1.4151 2020-06-19 00:08:12,874 - mmaction - INFO - Epoch [52][1180/1879] lr: 1.000e-03, eta: 1 day, 2:33:54, time: 0.607, data_time: 0.025, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.6686, loss: 1.6686 2020-06-19 00:08:24,336 - mmaction - INFO - Epoch [52][1200/1879] lr: 1.000e-03, eta: 1 day, 2:33:22, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 1.0448, loss: 1.0448 2020-06-19 00:08:38,481 - mmaction - INFO - Epoch [52][1220/1879] lr: 1.000e-03, eta: 1 day, 2:32:54, time: 0.705, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9125, loss_cls: 1.3360, loss: 1.3360 2020-06-19 00:08:50,763 - mmaction - INFO - Epoch [52][1240/1879] lr: 1.000e-03, eta: 1 day, 2:32:23, time: 0.616, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0506, loss: 1.0506 2020-06-19 00:09:03,002 - mmaction - INFO - Epoch [52][1260/1879] lr: 1.000e-03, eta: 1 day, 2:31:53, time: 0.612, data_time: 0.001, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.6525, loss: 1.6525 2020-06-19 00:09:17,370 - mmaction - INFO - Epoch [52][1280/1879] lr: 1.000e-03, eta: 1 day, 2:31:25, time: 0.719, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8313, loss_cls: 1.3392, loss: 1.3392 2020-06-19 00:09:32,011 - mmaction - INFO - Epoch [52][1300/1879] lr: 1.000e-03, eta: 1 day, 2:30:57, time: 0.731, data_time: 0.031, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0696, loss: 1.0696 2020-06-19 00:09:43,961 - mmaction - INFO - Epoch [52][1320/1879] lr: 1.000e-03, eta: 1 day, 2:30:26, time: 0.598, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 1.0602, loss: 1.0602 2020-06-19 00:09:56,856 - mmaction - INFO - Epoch [52][1340/1879] lr: 1.000e-03, eta: 1 day, 2:29:56, time: 0.646, data_time: 0.042, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.4334, loss: 1.4334 2020-06-19 00:10:11,799 - mmaction - INFO - Epoch [52][1360/1879] lr: 1.000e-03, eta: 1 day, 2:29:28, time: 0.746, data_time: 0.177, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2885, loss: 1.2885 2020-06-19 00:10:26,591 - mmaction - INFO - Epoch [52][1380/1879] lr: 1.000e-03, eta: 1 day, 2:29:01, time: 0.740, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3400, loss: 1.3400 2020-06-19 00:10:39,341 - mmaction - INFO - Epoch [52][1400/1879] lr: 1.000e-03, eta: 1 day, 2:28:31, time: 0.636, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8750, loss_cls: 1.0178, loss: 1.0178 2020-06-19 00:10:54,092 - mmaction - INFO - Epoch [52][1420/1879] lr: 1.000e-03, eta: 1 day, 2:28:03, time: 0.739, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4146, loss: 1.4146 2020-06-19 00:11:06,747 - mmaction - INFO - Epoch [52][1440/1879] lr: 1.000e-03, eta: 1 day, 2:27:33, time: 0.633, data_time: 0.023, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.2404, loss: 1.2404 2020-06-19 00:11:21,123 - mmaction - INFO - Epoch [52][1460/1879] lr: 1.000e-03, eta: 1 day, 2:27:05, time: 0.717, data_time: 0.154, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2397, loss: 1.2397 2020-06-19 00:11:34,326 - mmaction - INFO - Epoch [52][1480/1879] lr: 1.000e-03, eta: 1 day, 2:26:35, time: 0.661, data_time: 0.101, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4873, loss: 1.4873 2020-06-19 00:11:47,440 - mmaction - INFO - Epoch [52][1500/1879] lr: 1.000e-03, eta: 1 day, 2:26:06, time: 0.655, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5710, loss: 1.5710 2020-06-19 00:12:02,444 - mmaction - INFO - Epoch [52][1520/1879] lr: 1.000e-03, eta: 1 day, 2:25:38, time: 0.750, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2299, loss: 1.2299 2020-06-19 00:12:14,765 - mmaction - INFO - Epoch [52][1540/1879] lr: 1.000e-03, eta: 1 day, 2:25:08, time: 0.616, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2373, loss: 1.2373 2020-06-19 00:12:27,609 - mmaction - INFO - Epoch [52][1560/1879] lr: 1.000e-03, eta: 1 day, 2:24:38, time: 0.644, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.3237, loss: 1.3237 2020-06-19 00:12:41,398 - mmaction - INFO - Epoch [52][1580/1879] lr: 1.000e-03, eta: 1 day, 2:24:09, time: 0.690, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3758, loss: 1.3758 2020-06-19 00:12:55,569 - mmaction - INFO - Epoch [52][1600/1879] lr: 1.000e-03, eta: 1 day, 2:23:41, time: 0.708, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2974, loss: 1.2974 2020-06-19 00:13:09,049 - mmaction - INFO - Epoch [52][1620/1879] lr: 1.000e-03, eta: 1 day, 2:23:12, time: 0.674, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2085, loss: 1.2085 2020-06-19 00:13:21,005 - mmaction - INFO - Epoch [52][1640/1879] lr: 1.000e-03, eta: 1 day, 2:22:41, time: 0.597, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.2158, loss: 1.2158 2020-06-19 00:13:34,175 - mmaction - INFO - Epoch [52][1660/1879] lr: 1.000e-03, eta: 1 day, 2:22:12, time: 0.658, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.3616, loss: 1.3616 2020-06-19 00:13:47,475 - mmaction - INFO - Epoch [52][1680/1879] lr: 1.000e-03, eta: 1 day, 2:21:43, time: 0.666, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3006, loss: 1.3006 2020-06-19 00:14:00,795 - mmaction - INFO - Epoch [52][1700/1879] lr: 1.000e-03, eta: 1 day, 2:21:13, time: 0.665, data_time: 0.008, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3545, loss: 1.3545 2020-06-19 00:14:15,422 - mmaction - INFO - Epoch [52][1720/1879] lr: 1.000e-03, eta: 1 day, 2:20:46, time: 0.731, data_time: 0.001, memory: 5168, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.6953, loss: 1.6953 2020-06-19 00:14:26,100 - mmaction - INFO - Epoch [52][1740/1879] lr: 1.000e-03, eta: 1 day, 2:20:13, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1274, loss: 1.1274 2020-06-19 00:14:40,901 - mmaction - INFO - Epoch [52][1760/1879] lr: 1.000e-03, eta: 1 day, 2:19:46, time: 0.741, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0682, loss: 1.0682 2020-06-19 00:14:53,130 - mmaction - INFO - Epoch [52][1780/1879] lr: 1.000e-03, eta: 1 day, 2:19:16, time: 0.611, data_time: 0.041, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4235, loss: 1.4235 2020-06-19 00:15:07,533 - mmaction - INFO - Epoch [52][1800/1879] lr: 1.000e-03, eta: 1 day, 2:18:47, time: 0.720, data_time: 0.008, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2151, loss: 1.2151 2020-06-19 00:15:20,245 - mmaction - INFO - Epoch [52][1820/1879] lr: 1.000e-03, eta: 1 day, 2:18:18, time: 0.635, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8438, loss_cls: 1.6484, loss: 1.6484 2020-06-19 00:15:32,442 - mmaction - INFO - Epoch [52][1840/1879] lr: 1.000e-03, eta: 1 day, 2:17:47, time: 0.611, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2560, loss: 1.2560 2020-06-19 00:15:45,184 - mmaction - INFO - Epoch [52][1860/1879] lr: 1.000e-03, eta: 1 day, 2:17:18, time: 0.637, data_time: 0.025, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4162, loss: 1.4162 2020-06-19 00:16:03,781 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-06-19 00:18:32,090 - mmaction - INFO - Epoch [53][20/1879] lr: 1.000e-03, eta: 1 day, 2:18:30, time: 7.371, data_time: 6.301, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2520, loss: 1.2520 2020-06-19 00:18:43,645 - mmaction - INFO - Epoch [53][40/1879] lr: 1.000e-03, eta: 1 day, 2:17:59, time: 0.580, data_time: 0.007, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3393, loss: 1.3393 2020-06-19 00:18:56,107 - mmaction - INFO - Epoch [53][60/1879] lr: 1.000e-03, eta: 1 day, 2:17:29, time: 0.625, data_time: 0.011, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3362, loss: 1.3362 2020-06-19 00:19:07,951 - mmaction - INFO - Epoch [53][80/1879] lr: 1.000e-03, eta: 1 day, 2:16:58, time: 0.592, data_time: 0.115, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.5807, loss: 1.5807 2020-06-19 00:19:19,109 - mmaction - INFO - Epoch [53][100/1879] lr: 1.000e-03, eta: 1 day, 2:16:27, time: 0.558, data_time: 0.013, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1660, loss: 1.1660 2020-06-19 00:19:31,537 - mmaction - INFO - Epoch [53][120/1879] lr: 1.000e-03, eta: 1 day, 2:15:57, time: 0.622, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.2268, loss: 1.2268 2020-06-19 00:19:43,274 - mmaction - INFO - Epoch [53][140/1879] lr: 1.000e-03, eta: 1 day, 2:15:26, time: 0.586, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1489, loss: 1.1489 2020-06-19 00:19:55,021 - mmaction - INFO - Epoch [53][160/1879] lr: 1.000e-03, eta: 1 day, 2:14:55, time: 0.588, data_time: 0.010, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.3164, loss: 1.3164 2020-06-19 00:20:08,022 - mmaction - INFO - Epoch [53][180/1879] lr: 1.000e-03, eta: 1 day, 2:14:26, time: 0.650, data_time: 0.023, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4446, loss: 1.4446 2020-06-19 00:20:19,459 - mmaction - INFO - Epoch [53][200/1879] lr: 1.000e-03, eta: 1 day, 2:13:54, time: 0.571, data_time: 0.019, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4009, loss: 1.4009 2020-06-19 00:20:31,525 - mmaction - INFO - Epoch [53][220/1879] lr: 1.000e-03, eta: 1 day, 2:13:24, time: 0.602, data_time: 0.128, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3686, loss: 1.3686 2020-06-19 00:20:43,644 - mmaction - INFO - Epoch [53][240/1879] lr: 1.000e-03, eta: 1 day, 2:12:54, time: 0.606, data_time: 0.024, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2958, loss: 1.2958 2020-06-19 00:20:54,448 - mmaction - INFO - Epoch [53][260/1879] lr: 1.000e-03, eta: 1 day, 2:12:22, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1604, loss: 1.1604 2020-06-19 00:21:06,760 - mmaction - INFO - Epoch [53][280/1879] lr: 1.000e-03, eta: 1 day, 2:11:52, time: 0.615, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3840, loss: 1.3840 2020-06-19 00:21:18,621 - mmaction - INFO - Epoch [53][300/1879] lr: 1.000e-03, eta: 1 day, 2:11:21, time: 0.594, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4774, loss: 1.4774 2020-06-19 00:21:30,502 - mmaction - INFO - Epoch [53][320/1879] lr: 1.000e-03, eta: 1 day, 2:10:50, time: 0.594, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1164, loss: 1.1164 2020-06-19 00:21:42,046 - mmaction - INFO - Epoch [53][340/1879] lr: 1.000e-03, eta: 1 day, 2:10:19, time: 0.576, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2764, loss: 1.2764 2020-06-19 00:21:54,191 - mmaction - INFO - Epoch [53][360/1879] lr: 1.000e-03, eta: 1 day, 2:09:49, time: 0.609, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4100, loss: 1.4100 2020-06-19 00:22:06,603 - mmaction - INFO - Epoch [53][380/1879] lr: 1.000e-03, eta: 1 day, 2:09:19, time: 0.620, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1658, loss: 1.1658 2020-06-19 00:22:18,237 - mmaction - INFO - Epoch [53][400/1879] lr: 1.000e-03, eta: 1 day, 2:08:48, time: 0.581, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3074, loss: 1.3074 2020-06-19 00:22:29,960 - mmaction - INFO - Epoch [53][420/1879] lr: 1.000e-03, eta: 1 day, 2:08:18, time: 0.586, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2628, loss: 1.2628 2020-06-19 00:22:41,608 - mmaction - INFO - Epoch [53][440/1879] lr: 1.000e-03, eta: 1 day, 2:07:47, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3920, loss: 1.3920 2020-06-19 00:22:52,919 - mmaction - INFO - Epoch [53][460/1879] lr: 1.000e-03, eta: 1 day, 2:07:16, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1933, loss: 1.1933 2020-06-19 00:23:04,468 - mmaction - INFO - Epoch [53][480/1879] lr: 1.000e-03, eta: 1 day, 2:06:45, time: 0.579, data_time: 0.006, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4330, loss: 1.4330 2020-06-19 00:23:16,045 - mmaction - INFO - Epoch [53][500/1879] lr: 1.000e-03, eta: 1 day, 2:06:14, time: 0.579, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2917, loss: 1.2917 2020-06-19 00:23:27,967 - mmaction - INFO - Epoch [53][520/1879] lr: 1.000e-03, eta: 1 day, 2:05:43, time: 0.596, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4618, loss: 1.4618 2020-06-19 00:23:39,093 - mmaction - INFO - Epoch [53][540/1879] lr: 1.000e-03, eta: 1 day, 2:05:12, time: 0.557, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.1629, loss: 1.1629 2020-06-19 00:23:51,561 - mmaction - INFO - Epoch [53][560/1879] lr: 1.000e-03, eta: 1 day, 2:04:42, time: 0.622, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4101, loss: 1.4101 2020-06-19 00:24:03,342 - mmaction - INFO - Epoch [53][580/1879] lr: 1.000e-03, eta: 1 day, 2:04:12, time: 0.590, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.3840, loss: 1.3840 2020-06-19 00:24:15,159 - mmaction - INFO - Epoch [53][600/1879] lr: 1.000e-03, eta: 1 day, 2:03:41, time: 0.590, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3975, loss: 1.3975 2020-06-19 00:24:27,038 - mmaction - INFO - Epoch [53][620/1879] lr: 1.000e-03, eta: 1 day, 2:03:11, time: 0.594, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4267, loss: 1.4267 2020-06-19 00:24:38,539 - mmaction - INFO - Epoch [53][640/1879] lr: 1.000e-03, eta: 1 day, 2:02:40, time: 0.575, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.4120, loss: 1.4120 2020-06-19 00:24:49,371 - mmaction - INFO - Epoch [53][660/1879] lr: 1.000e-03, eta: 1 day, 2:02:08, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3775, loss: 1.3775 2020-06-19 00:25:01,368 - mmaction - INFO - Epoch [53][680/1879] lr: 1.000e-03, eta: 1 day, 2:01:38, time: 0.600, data_time: 0.162, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3255, loss: 1.3255 2020-06-19 00:25:13,217 - mmaction - INFO - Epoch [53][700/1879] lr: 1.000e-03, eta: 1 day, 2:01:07, time: 0.591, data_time: 0.200, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4466, loss: 1.4466 2020-06-19 00:25:24,608 - mmaction - INFO - Epoch [53][720/1879] lr: 1.000e-03, eta: 1 day, 2:00:36, time: 0.568, data_time: 0.191, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2020, loss: 1.2020 2020-06-19 00:25:36,414 - mmaction - INFO - Epoch [53][740/1879] lr: 1.000e-03, eta: 1 day, 2:00:06, time: 0.592, data_time: 0.143, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2069, loss: 1.2069 2020-06-19 00:25:48,574 - mmaction - INFO - Epoch [53][760/1879] lr: 1.000e-03, eta: 1 day, 1:59:36, time: 0.608, data_time: 0.189, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1413, loss: 1.1413 2020-06-19 00:26:00,342 - mmaction - INFO - Epoch [53][780/1879] lr: 1.000e-03, eta: 1 day, 1:59:05, time: 0.588, data_time: 0.201, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4478, loss: 1.4478 2020-06-19 00:26:11,620 - mmaction - INFO - Epoch [53][800/1879] lr: 1.000e-03, eta: 1 day, 1:58:34, time: 0.563, data_time: 0.110, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1454, loss: 1.1454 2020-06-19 00:26:22,945 - mmaction - INFO - Epoch [53][820/1879] lr: 1.000e-03, eta: 1 day, 1:58:03, time: 0.568, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1632, loss: 1.1632 2020-06-19 00:26:34,688 - mmaction - INFO - Epoch [53][840/1879] lr: 1.000e-03, eta: 1 day, 1:57:33, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1127, loss: 1.1127 2020-06-19 00:26:46,666 - mmaction - INFO - Epoch [53][860/1879] lr: 1.000e-03, eta: 1 day, 1:57:02, time: 0.597, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2087, loss: 1.2087 2020-06-19 00:26:58,428 - mmaction - INFO - Epoch [53][880/1879] lr: 1.000e-03, eta: 1 day, 1:56:32, time: 0.588, data_time: 0.071, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2457, loss: 1.2457 2020-06-19 00:27:09,503 - mmaction - INFO - Epoch [53][900/1879] lr: 1.000e-03, eta: 1 day, 1:56:01, time: 0.555, data_time: 0.090, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4234, loss: 1.4234 2020-06-19 00:27:22,035 - mmaction - INFO - Epoch [53][920/1879] lr: 1.000e-03, eta: 1 day, 1:55:31, time: 0.623, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4815, loss: 1.4815 2020-06-19 00:27:34,162 - mmaction - INFO - Epoch [53][940/1879] lr: 1.000e-03, eta: 1 day, 1:55:01, time: 0.609, data_time: 0.005, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2713, loss: 1.2713 2020-06-19 00:27:45,434 - mmaction - INFO - Epoch [53][960/1879] lr: 1.000e-03, eta: 1 day, 1:54:30, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.2626, loss: 1.2626 2020-06-19 00:27:56,243 - mmaction - INFO - Epoch [53][980/1879] lr: 1.000e-03, eta: 1 day, 1:53:59, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3551, loss: 1.3551 2020-06-19 00:28:08,475 - mmaction - INFO - Epoch [53][1000/1879] lr: 1.000e-03, eta: 1 day, 1:53:29, time: 0.612, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.4714, loss: 1.4714 2020-06-19 00:28:19,853 - mmaction - INFO - Epoch [53][1020/1879] lr: 1.000e-03, eta: 1 day, 1:52:58, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.2557, loss: 1.2557 2020-06-19 00:28:31,660 - mmaction - INFO - Epoch [53][1040/1879] lr: 1.000e-03, eta: 1 day, 1:52:27, time: 0.590, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2221, loss: 1.2221 2020-06-19 00:28:42,789 - mmaction - INFO - Epoch [53][1060/1879] lr: 1.000e-03, eta: 1 day, 1:51:56, time: 0.558, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3287, loss: 1.3287 2020-06-19 00:28:54,579 - mmaction - INFO - Epoch [53][1080/1879] lr: 1.000e-03, eta: 1 day, 1:51:26, time: 0.590, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2663, loss: 1.2663 2020-06-19 00:29:05,931 - mmaction - INFO - Epoch [53][1100/1879] lr: 1.000e-03, eta: 1 day, 1:50:55, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8688, loss_cls: 1.2027, loss: 1.2027 2020-06-19 00:29:17,942 - mmaction - INFO - Epoch [53][1120/1879] lr: 1.000e-03, eta: 1 day, 1:50:25, time: 0.602, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2571, loss: 1.2571 2020-06-19 00:29:30,070 - mmaction - INFO - Epoch [53][1140/1879] lr: 1.000e-03, eta: 1 day, 1:49:55, time: 0.606, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4160, loss: 1.4160 2020-06-19 00:29:41,465 - mmaction - INFO - Epoch [53][1160/1879] lr: 1.000e-03, eta: 1 day, 1:49:24, time: 0.568, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.5335, loss: 1.5335 2020-06-19 00:29:52,823 - mmaction - INFO - Epoch [53][1180/1879] lr: 1.000e-03, eta: 1 day, 1:48:54, time: 0.570, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4403, loss: 1.4403 2020-06-19 00:30:04,374 - mmaction - INFO - Epoch [53][1200/1879] lr: 1.000e-03, eta: 1 day, 1:48:23, time: 0.578, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2974, loss: 1.2974 2020-06-19 00:30:15,900 - mmaction - INFO - Epoch [53][1220/1879] lr: 1.000e-03, eta: 1 day, 1:47:52, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3631, loss: 1.3631 2020-06-19 00:30:27,527 - mmaction - INFO - Epoch [53][1240/1879] lr: 1.000e-03, eta: 1 day, 1:47:22, time: 0.582, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2094, loss: 1.2094 2020-06-19 00:30:38,684 - mmaction - INFO - Epoch [53][1260/1879] lr: 1.000e-03, eta: 1 day, 1:46:51, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.3047, loss: 1.3047 2020-06-19 00:30:50,866 - mmaction - INFO - Epoch [53][1280/1879] lr: 1.000e-03, eta: 1 day, 1:46:21, time: 0.607, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2329, loss: 1.2329 2020-06-19 00:31:01,671 - mmaction - INFO - Epoch [53][1300/1879] lr: 1.000e-03, eta: 1 day, 1:45:50, time: 0.542, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2576, loss: 1.2576 2020-06-19 00:31:13,307 - mmaction - INFO - Epoch [53][1320/1879] lr: 1.000e-03, eta: 1 day, 1:45:20, time: 0.582, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7227, loss: 1.7227 2020-06-19 00:31:25,797 - mmaction - INFO - Epoch [53][1340/1879] lr: 1.000e-03, eta: 1 day, 1:44:50, time: 0.622, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4375, loss: 1.4375 2020-06-19 00:31:38,932 - mmaction - INFO - Epoch [53][1360/1879] lr: 1.000e-03, eta: 1 day, 1:44:21, time: 0.657, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1874, loss: 1.1874 2020-06-19 00:31:52,492 - mmaction - INFO - Epoch [53][1380/1879] lr: 1.000e-03, eta: 1 day, 1:43:53, time: 0.679, data_time: 0.037, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.2261, loss: 1.2261 2020-06-19 00:32:06,121 - mmaction - INFO - Epoch [53][1400/1879] lr: 1.000e-03, eta: 1 day, 1:43:24, time: 0.682, data_time: 0.043, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.5345, loss: 1.5345 2020-06-19 00:32:19,401 - mmaction - INFO - Epoch [53][1420/1879] lr: 1.000e-03, eta: 1 day, 1:42:56, time: 0.663, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2319, loss: 1.2319 2020-06-19 00:32:34,254 - mmaction - INFO - Epoch [53][1440/1879] lr: 1.000e-03, eta: 1 day, 1:42:29, time: 0.743, data_time: 0.008, memory: 5168, top1_acc: 0.6062, top5_acc: 0.9000, loss_cls: 1.3520, loss: 1.3520 2020-06-19 00:32:51,197 - mmaction - INFO - Epoch [53][1460/1879] lr: 1.000e-03, eta: 1 day, 1:42:04, time: 0.847, data_time: 0.070, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4459, loss: 1.4459 2020-06-19 00:33:05,408 - mmaction - INFO - Epoch [53][1480/1879] lr: 1.000e-03, eta: 1 day, 1:41:36, time: 0.711, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1879, loss: 1.1879 2020-06-19 00:33:18,074 - mmaction - INFO - Epoch [53][1500/1879] lr: 1.000e-03, eta: 1 day, 1:41:07, time: 0.633, data_time: 0.081, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1546, loss: 1.1546 2020-06-19 00:33:31,117 - mmaction - INFO - Epoch [53][1520/1879] lr: 1.000e-03, eta: 1 day, 1:40:38, time: 0.651, data_time: 0.235, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3271, loss: 1.3271 2020-06-19 00:33:44,101 - mmaction - INFO - Epoch [53][1540/1879] lr: 1.000e-03, eta: 1 day, 1:40:09, time: 0.650, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.4766, loss: 1.4766 2020-06-19 00:33:55,952 - mmaction - INFO - Epoch [53][1560/1879] lr: 1.000e-03, eta: 1 day, 1:39:39, time: 0.592, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2570, loss: 1.2570 2020-06-19 00:34:11,407 - mmaction - INFO - Epoch [53][1580/1879] lr: 1.000e-03, eta: 1 day, 1:39:12, time: 0.774, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1888, loss: 1.1888 2020-06-19 00:34:24,362 - mmaction - INFO - Epoch [53][1600/1879] lr: 1.000e-03, eta: 1 day, 1:38:43, time: 0.648, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2695, loss: 1.2695 2020-06-19 00:34:36,168 - mmaction - INFO - Epoch [53][1620/1879] lr: 1.000e-03, eta: 1 day, 1:38:13, time: 0.590, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0234, loss: 1.0234 2020-06-19 00:34:49,723 - mmaction - INFO - Epoch [53][1640/1879] lr: 1.000e-03, eta: 1 day, 1:37:45, time: 0.678, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4344, loss: 1.4344 2020-06-19 00:35:02,834 - mmaction - INFO - Epoch [53][1660/1879] lr: 1.000e-03, eta: 1 day, 1:37:16, time: 0.654, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8750, loss_cls: 1.5242, loss: 1.5242 2020-06-19 00:35:15,380 - mmaction - INFO - Epoch [53][1680/1879] lr: 1.000e-03, eta: 1 day, 1:36:47, time: 0.629, data_time: 0.039, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3113, loss: 1.3113 2020-06-19 00:35:46,208 - mmaction - INFO - Epoch [53][1700/1879] lr: 1.000e-03, eta: 1 day, 1:36:36, time: 1.541, data_time: 0.000, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.4676, loss: 1.4676 2020-06-19 00:35:57,315 - mmaction - INFO - Epoch [53][1720/1879] lr: 1.000e-03, eta: 1 day, 1:36:05, time: 0.554, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.4396, loss: 1.4396 2020-06-19 00:36:07,576 - mmaction - INFO - Epoch [53][1740/1879] lr: 1.000e-03, eta: 1 day, 1:35:34, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3193, loss: 1.3193 2020-06-19 00:36:19,137 - mmaction - INFO - Epoch [53][1760/1879] lr: 1.000e-03, eta: 1 day, 1:35:03, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1270, loss: 1.1270 2020-06-19 00:36:29,334 - mmaction - INFO - Epoch [53][1780/1879] lr: 1.000e-03, eta: 1 day, 1:34:32, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.5271, loss: 1.5271 2020-06-19 00:36:39,721 - mmaction - INFO - Epoch [53][1800/1879] lr: 1.000e-03, eta: 1 day, 1:34:00, time: 0.518, data_time: 0.029, memory: 5168, top1_acc: 0.7125, top5_acc: 0.7812, loss_cls: 1.4276, loss: 1.4276 2020-06-19 00:36:50,599 - mmaction - INFO - Epoch [53][1820/1879] lr: 1.000e-03, eta: 1 day, 1:33:29, time: 0.544, data_time: 0.014, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2914, loss: 1.2914 2020-06-19 00:37:01,403 - mmaction - INFO - Epoch [53][1840/1879] lr: 1.000e-03, eta: 1 day, 1:32:58, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.4765, loss: 1.4765 2020-06-19 00:37:11,698 - mmaction - INFO - Epoch [53][1860/1879] lr: 1.000e-03, eta: 1 day, 1:32:27, time: 0.515, data_time: 0.044, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2064, loss: 1.2064 2020-06-19 00:37:27,044 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-06-19 00:39:36,098 - mmaction - INFO - Epoch [54][20/1879] lr: 1.000e-03, eta: 1 day, 1:33:16, time: 6.420, data_time: 5.779, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3371, loss: 1.3371 2020-06-19 00:39:47,560 - mmaction - INFO - Epoch [54][40/1879] lr: 1.000e-03, eta: 1 day, 1:32:45, time: 0.573, data_time: 0.038, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3384, loss: 1.3384 2020-06-19 00:40:00,836 - mmaction - INFO - Epoch [54][60/1879] lr: 1.000e-03, eta: 1 day, 1:32:17, time: 0.665, data_time: 0.159, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2114, loss: 1.2114 2020-06-19 00:40:12,124 - mmaction - INFO - Epoch [54][80/1879] lr: 1.000e-03, eta: 1 day, 1:31:46, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2044, loss: 1.2044 2020-06-19 00:40:23,764 - mmaction - INFO - Epoch [54][100/1879] lr: 1.000e-03, eta: 1 day, 1:31:16, time: 0.583, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1920, loss: 1.1920 2020-06-19 00:40:34,953 - mmaction - INFO - Epoch [54][120/1879] lr: 1.000e-03, eta: 1 day, 1:30:45, time: 0.559, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1665, loss: 1.1665 2020-06-19 00:40:46,759 - mmaction - INFO - Epoch [54][140/1879] lr: 1.000e-03, eta: 1 day, 1:30:15, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.3548, loss: 1.3548 2020-06-19 00:40:58,814 - mmaction - INFO - Epoch [54][160/1879] lr: 1.000e-03, eta: 1 day, 1:29:45, time: 0.604, data_time: 0.003, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5256, loss: 1.5256 2020-06-19 00:41:10,527 - mmaction - INFO - Epoch [54][180/1879] lr: 1.000e-03, eta: 1 day, 1:29:15, time: 0.587, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.3643, loss: 1.3643 2020-06-19 00:41:21,783 - mmaction - INFO - Epoch [54][200/1879] lr: 1.000e-03, eta: 1 day, 1:28:45, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.2893, loss: 1.2893 2020-06-19 00:41:32,763 - mmaction - INFO - Epoch [54][220/1879] lr: 1.000e-03, eta: 1 day, 1:28:14, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5273, loss: 1.5273 2020-06-19 00:41:45,316 - mmaction - INFO - Epoch [54][240/1879] lr: 1.000e-03, eta: 1 day, 1:27:45, time: 0.629, data_time: 0.019, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1159, loss: 1.1159 2020-06-19 00:41:57,410 - mmaction - INFO - Epoch [54][260/1879] lr: 1.000e-03, eta: 1 day, 1:27:15, time: 0.603, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3082, loss: 1.3082 2020-06-19 00:42:08,745 - mmaction - INFO - Epoch [54][280/1879] lr: 1.000e-03, eta: 1 day, 1:26:45, time: 0.567, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3620, loss: 1.3620 2020-06-19 00:42:20,965 - mmaction - INFO - Epoch [54][300/1879] lr: 1.000e-03, eta: 1 day, 1:26:15, time: 0.611, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3754, loss: 1.3754 2020-06-19 00:42:32,261 - mmaction - INFO - Epoch [54][320/1879] lr: 1.000e-03, eta: 1 day, 1:25:45, time: 0.564, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.6099, loss: 1.6099 2020-06-19 00:42:44,167 - mmaction - INFO - Epoch [54][340/1879] lr: 1.000e-03, eta: 1 day, 1:25:15, time: 0.596, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0695, loss: 1.0695 2020-06-19 00:42:55,494 - mmaction - INFO - Epoch [54][360/1879] lr: 1.000e-03, eta: 1 day, 1:24:44, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.4694, loss: 1.4694 2020-06-19 00:43:07,208 - mmaction - INFO - Epoch [54][380/1879] lr: 1.000e-03, eta: 1 day, 1:24:14, time: 0.584, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5155, loss: 1.5155 2020-06-19 00:43:18,522 - mmaction - INFO - Epoch [54][400/1879] lr: 1.000e-03, eta: 1 day, 1:23:44, time: 0.568, data_time: 0.010, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4139, loss: 1.4139 2020-06-19 00:43:30,062 - mmaction - INFO - Epoch [54][420/1879] lr: 1.000e-03, eta: 1 day, 1:23:14, time: 0.575, data_time: 0.013, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.5656, loss: 1.5656 2020-06-19 00:43:41,856 - mmaction - INFO - Epoch [54][440/1879] lr: 1.000e-03, eta: 1 day, 1:22:44, time: 0.590, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.8875, loss_cls: 1.1144, loss: 1.1144 2020-06-19 00:43:53,592 - mmaction - INFO - Epoch [54][460/1879] lr: 1.000e-03, eta: 1 day, 1:22:14, time: 0.588, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1234, loss: 1.1234 2020-06-19 00:44:05,071 - mmaction - INFO - Epoch [54][480/1879] lr: 1.000e-03, eta: 1 day, 1:21:44, time: 0.574, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8938, loss_cls: 1.4727, loss: 1.4727 2020-06-19 00:44:16,906 - mmaction - INFO - Epoch [54][500/1879] lr: 1.000e-03, eta: 1 day, 1:21:14, time: 0.590, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3865, loss: 1.3865 2020-06-19 00:44:27,849 - mmaction - INFO - Epoch [54][520/1879] lr: 1.000e-03, eta: 1 day, 1:20:43, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.0977, loss: 1.0977 2020-06-19 00:44:39,261 - mmaction - INFO - Epoch [54][540/1879] lr: 1.000e-03, eta: 1 day, 1:20:13, time: 0.571, data_time: 0.000, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4965, loss: 1.4965 2020-06-19 00:44:51,842 - mmaction - INFO - Epoch [54][560/1879] lr: 1.000e-03, eta: 1 day, 1:19:44, time: 0.629, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1003, loss: 1.1003 2020-06-19 00:45:02,561 - mmaction - INFO - Epoch [54][580/1879] lr: 1.000e-03, eta: 1 day, 1:19:13, time: 0.535, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4529, loss: 1.4529 2020-06-19 00:45:13,904 - mmaction - INFO - Epoch [54][600/1879] lr: 1.000e-03, eta: 1 day, 1:18:43, time: 0.567, data_time: 0.093, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1378, loss: 1.1378 2020-06-19 00:45:25,605 - mmaction - INFO - Epoch [54][620/1879] lr: 1.000e-03, eta: 1 day, 1:18:13, time: 0.583, data_time: 0.231, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9909, loss: 0.9909 2020-06-19 00:45:37,182 - mmaction - INFO - Epoch [54][640/1879] lr: 1.000e-03, eta: 1 day, 1:17:43, time: 0.581, data_time: 0.046, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1869, loss: 1.1869 2020-06-19 00:45:48,996 - mmaction - INFO - Epoch [54][660/1879] lr: 1.000e-03, eta: 1 day, 1:17:13, time: 0.592, data_time: 0.016, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5123, loss: 1.5123 2020-06-19 00:46:00,941 - mmaction - INFO - Epoch [54][680/1879] lr: 1.000e-03, eta: 1 day, 1:16:43, time: 0.597, data_time: 0.085, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3612, loss: 1.3612 2020-06-19 00:46:11,444 - mmaction - INFO - Epoch [54][700/1879] lr: 1.000e-03, eta: 1 day, 1:16:12, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1464, loss: 1.1464 2020-06-19 00:46:24,247 - mmaction - INFO - Epoch [54][720/1879] lr: 1.000e-03, eta: 1 day, 1:15:43, time: 0.642, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4658, loss: 1.4658 2020-06-19 00:46:35,112 - mmaction - INFO - Epoch [54][740/1879] lr: 1.000e-03, eta: 1 day, 1:15:13, time: 0.542, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3633, loss: 1.3633 2020-06-19 00:46:45,764 - mmaction - INFO - Epoch [54][760/1879] lr: 1.000e-03, eta: 1 day, 1:14:42, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.3033, loss: 1.3033 2020-06-19 00:46:57,859 - mmaction - INFO - Epoch [54][780/1879] lr: 1.000e-03, eta: 1 day, 1:14:12, time: 0.605, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2173, loss: 1.2173 2020-06-19 00:47:08,565 - mmaction - INFO - Epoch [54][800/1879] lr: 1.000e-03, eta: 1 day, 1:13:42, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1936, loss: 1.1936 2020-06-19 00:47:20,985 - mmaction - INFO - Epoch [54][820/1879] lr: 1.000e-03, eta: 1 day, 1:13:12, time: 0.622, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1930, loss: 1.1930 2020-06-19 00:47:32,704 - mmaction - INFO - Epoch [54][840/1879] lr: 1.000e-03, eta: 1 day, 1:12:43, time: 0.586, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.4182, loss: 1.4182 2020-06-19 00:47:44,027 - mmaction - INFO - Epoch [54][860/1879] lr: 1.000e-03, eta: 1 day, 1:12:12, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2680, loss: 1.2680 2020-06-19 00:47:56,623 - mmaction - INFO - Epoch [54][880/1879] lr: 1.000e-03, eta: 1 day, 1:11:44, time: 0.631, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.1999, loss: 1.1999 2020-06-19 00:48:07,375 - mmaction - INFO - Epoch [54][900/1879] lr: 1.000e-03, eta: 1 day, 1:11:13, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3631, loss: 1.3631 2020-06-19 00:48:19,981 - mmaction - INFO - Epoch [54][920/1879] lr: 1.000e-03, eta: 1 day, 1:10:44, time: 0.632, data_time: 0.038, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3485, loss: 1.3485 2020-06-19 00:48:31,254 - mmaction - INFO - Epoch [54][940/1879] lr: 1.000e-03, eta: 1 day, 1:10:14, time: 0.562, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2400, loss: 1.2400 2020-06-19 00:48:42,912 - mmaction - INFO - Epoch [54][960/1879] lr: 1.000e-03, eta: 1 day, 1:09:44, time: 0.584, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2602, loss: 1.2602 2020-06-19 00:48:54,329 - mmaction - INFO - Epoch [54][980/1879] lr: 1.000e-03, eta: 1 day, 1:09:14, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.3533, loss: 1.3533 2020-06-19 00:49:06,162 - mmaction - INFO - Epoch [54][1000/1879] lr: 1.000e-03, eta: 1 day, 1:08:44, time: 0.593, data_time: 0.046, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.4878, loss: 1.4878 2020-06-19 00:49:17,647 - mmaction - INFO - Epoch [54][1020/1879] lr: 1.000e-03, eta: 1 day, 1:08:14, time: 0.574, data_time: 0.051, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.4351, loss: 1.4351 2020-06-19 00:49:29,412 - mmaction - INFO - Epoch [54][1040/1879] lr: 1.000e-03, eta: 1 day, 1:07:44, time: 0.587, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3967, loss: 1.3967 2020-06-19 00:49:41,514 - mmaction - INFO - Epoch [54][1060/1879] lr: 1.000e-03, eta: 1 day, 1:07:15, time: 0.606, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.2907, loss: 1.2907 2020-06-19 00:49:53,459 - mmaction - INFO - Epoch [54][1080/1879] lr: 1.000e-03, eta: 1 day, 1:06:46, time: 0.598, data_time: 0.025, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4633, loss: 1.4633 2020-06-19 00:50:05,400 - mmaction - INFO - Epoch [54][1100/1879] lr: 1.000e-03, eta: 1 day, 1:06:16, time: 0.595, data_time: 0.019, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1483, loss: 1.1483 2020-06-19 00:50:16,938 - mmaction - INFO - Epoch [54][1120/1879] lr: 1.000e-03, eta: 1 day, 1:05:46, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4238, loss: 1.4238 2020-06-19 00:50:27,777 - mmaction - INFO - Epoch [54][1140/1879] lr: 1.000e-03, eta: 1 day, 1:05:16, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1775, loss: 1.1775 2020-06-19 00:50:38,514 - mmaction - INFO - Epoch [54][1160/1879] lr: 1.000e-03, eta: 1 day, 1:04:45, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1556, loss: 1.1556 2020-06-19 00:50:50,372 - mmaction - INFO - Epoch [54][1180/1879] lr: 1.000e-03, eta: 1 day, 1:04:16, time: 0.592, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4440, loss: 1.4440 2020-06-19 00:51:02,574 - mmaction - INFO - Epoch [54][1200/1879] lr: 1.000e-03, eta: 1 day, 1:03:46, time: 0.611, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3927, loss: 1.3927 2020-06-19 00:51:14,405 - mmaction - INFO - Epoch [54][1220/1879] lr: 1.000e-03, eta: 1 day, 1:03:17, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.4985, loss: 1.4985 2020-06-19 00:51:26,659 - mmaction - INFO - Epoch [54][1240/1879] lr: 1.000e-03, eta: 1 day, 1:02:48, time: 0.612, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0886, loss: 1.0886 2020-06-19 00:51:37,308 - mmaction - INFO - Epoch [54][1260/1879] lr: 1.000e-03, eta: 1 day, 1:02:17, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3172, loss: 1.3172 2020-06-19 00:51:49,085 - mmaction - INFO - Epoch [54][1280/1879] lr: 1.000e-03, eta: 1 day, 1:01:47, time: 0.589, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2777, loss: 1.2777 2020-06-19 00:52:01,019 - mmaction - INFO - Epoch [54][1300/1879] lr: 1.000e-03, eta: 1 day, 1:01:18, time: 0.593, data_time: 0.021, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 1.0161, loss: 1.0161 2020-06-19 00:52:12,406 - mmaction - INFO - Epoch [54][1320/1879] lr: 1.000e-03, eta: 1 day, 1:00:48, time: 0.571, data_time: 0.106, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.4952, loss: 1.4952 2020-06-19 00:52:24,650 - mmaction - INFO - Epoch [54][1340/1879] lr: 1.000e-03, eta: 1 day, 1:00:19, time: 0.613, data_time: 0.067, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4169, loss: 1.4169 2020-06-19 00:52:36,193 - mmaction - INFO - Epoch [54][1360/1879] lr: 1.000e-03, eta: 1 day, 0:59:49, time: 0.578, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.5015, loss: 1.5015 2020-06-19 00:52:48,123 - mmaction - INFO - Epoch [54][1380/1879] lr: 1.000e-03, eta: 1 day, 0:59:20, time: 0.596, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3227, loss: 1.3227 2020-06-19 00:53:00,635 - mmaction - INFO - Epoch [54][1400/1879] lr: 1.000e-03, eta: 1 day, 0:58:51, time: 0.624, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2661, loss: 1.2661 2020-06-19 00:53:11,350 - mmaction - INFO - Epoch [54][1420/1879] lr: 1.000e-03, eta: 1 day, 0:58:21, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 0.9399, loss: 0.9399 2020-06-19 00:53:23,442 - mmaction - INFO - Epoch [54][1440/1879] lr: 1.000e-03, eta: 1 day, 0:57:51, time: 0.603, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3469, loss: 1.3469 2020-06-19 00:53:33,827 - mmaction - INFO - Epoch [54][1460/1879] lr: 1.000e-03, eta: 1 day, 0:57:20, time: 0.521, data_time: 0.011, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2282, loss: 1.2282 2020-06-19 00:53:46,431 - mmaction - INFO - Epoch [54][1480/1879] lr: 1.000e-03, eta: 1 day, 0:56:52, time: 0.631, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1345, loss: 1.1345 2020-06-19 00:53:57,653 - mmaction - INFO - Epoch [54][1500/1879] lr: 1.000e-03, eta: 1 day, 0:56:22, time: 0.560, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0621, loss: 1.0621 2020-06-19 00:54:09,177 - mmaction - INFO - Epoch [54][1520/1879] lr: 1.000e-03, eta: 1 day, 0:55:52, time: 0.576, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4035, loss: 1.4035 2020-06-19 00:54:21,946 - mmaction - INFO - Epoch [54][1540/1879] lr: 1.000e-03, eta: 1 day, 0:55:24, time: 0.639, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3001, loss: 1.3001 2020-06-19 00:54:32,212 - mmaction - INFO - Epoch [54][1560/1879] lr: 1.000e-03, eta: 1 day, 0:54:53, time: 0.513, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4992, loss: 1.4992 2020-06-19 00:54:43,847 - mmaction - INFO - Epoch [54][1580/1879] lr: 1.000e-03, eta: 1 day, 0:54:23, time: 0.580, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3942, loss: 1.3942 2020-06-19 00:54:54,810 - mmaction - INFO - Epoch [54][1600/1879] lr: 1.000e-03, eta: 1 day, 0:53:53, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.0568, loss: 1.0568 2020-06-19 00:55:07,305 - mmaction - INFO - Epoch [54][1620/1879] lr: 1.000e-03, eta: 1 day, 0:53:24, time: 0.625, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9022, loss: 0.9022 2020-06-19 00:55:18,464 - mmaction - INFO - Epoch [54][1640/1879] lr: 1.000e-03, eta: 1 day, 0:52:54, time: 0.556, data_time: 0.005, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1992, loss: 1.1992 2020-06-19 00:55:31,676 - mmaction - INFO - Epoch [54][1660/1879] lr: 1.000e-03, eta: 1 day, 0:52:26, time: 0.661, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3751, loss: 1.3751 2020-06-19 00:55:43,674 - mmaction - INFO - Epoch [54][1680/1879] lr: 1.000e-03, eta: 1 day, 0:51:57, time: 0.600, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2831, loss: 1.2831 2020-06-19 00:55:54,156 - mmaction - INFO - Epoch [54][1700/1879] lr: 1.000e-03, eta: 1 day, 0:51:26, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4862, loss: 1.4862 2020-06-19 00:56:06,003 - mmaction - INFO - Epoch [54][1720/1879] lr: 1.000e-03, eta: 1 day, 0:50:57, time: 0.591, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4350, loss: 1.4350 2020-06-19 00:56:17,831 - mmaction - INFO - Epoch [54][1740/1879] lr: 1.000e-03, eta: 1 day, 0:50:27, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.1783, loss: 1.1783 2020-06-19 00:56:29,586 - mmaction - INFO - Epoch [54][1760/1879] lr: 1.000e-03, eta: 1 day, 0:49:58, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0690, loss: 1.0690 2020-06-19 00:56:41,423 - mmaction - INFO - Epoch [54][1780/1879] lr: 1.000e-03, eta: 1 day, 0:49:29, time: 0.591, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1269, loss: 1.1269 2020-06-19 00:56:53,391 - mmaction - INFO - Epoch [54][1800/1879] lr: 1.000e-03, eta: 1 day, 0:49:00, time: 0.597, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.1746, loss: 1.1746 2020-06-19 00:57:04,504 - mmaction - INFO - Epoch [54][1820/1879] lr: 1.000e-03, eta: 1 day, 0:48:30, time: 0.558, data_time: 0.042, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1609, loss: 1.1609 2020-06-19 00:57:17,100 - mmaction - INFO - Epoch [54][1840/1879] lr: 1.000e-03, eta: 1 day, 0:48:01, time: 0.628, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0406, loss: 1.0406 2020-06-19 00:57:28,069 - mmaction - INFO - Epoch [54][1860/1879] lr: 1.000e-03, eta: 1 day, 0:47:31, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0334, loss: 1.0334 2020-06-19 00:57:44,618 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-06-19 00:59:51,215 - mmaction - INFO - Epoch [55][20/1879] lr: 1.000e-03, eta: 1 day, 0:48:14, time: 6.290, data_time: 5.670, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2131, loss: 1.2131 2020-06-19 01:00:07,579 - mmaction - INFO - Epoch [55][40/1879] lr: 1.000e-03, eta: 1 day, 0:47:49, time: 0.818, data_time: 0.006, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3251, loss: 1.3251 2020-06-19 01:00:19,011 - mmaction - INFO - Epoch [55][60/1879] lr: 1.000e-03, eta: 1 day, 0:47:20, time: 0.572, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9880, loss: 0.9880 2020-06-19 01:00:31,076 - mmaction - INFO - Epoch [55][80/1879] lr: 1.000e-03, eta: 1 day, 0:46:51, time: 0.605, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3429, loss: 1.3429 2020-06-19 01:00:41,511 - mmaction - INFO - Epoch [55][100/1879] lr: 1.000e-03, eta: 1 day, 0:46:20, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2214, loss: 1.2214 2020-06-19 01:00:54,247 - mmaction - INFO - Epoch [55][120/1879] lr: 1.000e-03, eta: 1 day, 0:45:52, time: 0.635, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4745, loss: 1.4745 2020-06-19 01:01:04,478 - mmaction - INFO - Epoch [55][140/1879] lr: 1.000e-03, eta: 1 day, 0:45:21, time: 0.512, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3537, loss: 1.3537 2020-06-19 01:01:15,498 - mmaction - INFO - Epoch [55][160/1879] lr: 1.000e-03, eta: 1 day, 0:44:51, time: 0.551, data_time: 0.004, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8938, loss_cls: 1.3909, loss: 1.3909 2020-06-19 01:01:27,674 - mmaction - INFO - Epoch [55][180/1879] lr: 1.000e-03, eta: 1 day, 0:44:22, time: 0.608, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3160, loss: 1.3160 2020-06-19 01:01:39,190 - mmaction - INFO - Epoch [55][200/1879] lr: 1.000e-03, eta: 1 day, 0:43:52, time: 0.578, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2403, loss: 1.2403 2020-06-19 01:01:51,584 - mmaction - INFO - Epoch [55][220/1879] lr: 1.000e-03, eta: 1 day, 0:43:24, time: 0.618, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8063, loss_cls: 1.4405, loss: 1.4405 2020-06-19 01:02:02,130 - mmaction - INFO - Epoch [55][240/1879] lr: 1.000e-03, eta: 1 day, 0:42:53, time: 0.528, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3092, loss: 1.3092 2020-06-19 01:02:13,789 - mmaction - INFO - Epoch [55][260/1879] lr: 1.000e-03, eta: 1 day, 0:42:24, time: 0.584, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4680, loss: 1.4680 2020-06-19 01:02:24,663 - mmaction - INFO - Epoch [55][280/1879] lr: 1.000e-03, eta: 1 day, 0:41:54, time: 0.544, data_time: 0.017, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1992, loss: 1.1992 2020-06-19 01:02:36,794 - mmaction - INFO - Epoch [55][300/1879] lr: 1.000e-03, eta: 1 day, 0:41:25, time: 0.606, data_time: 0.020, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.4362, loss: 1.4362 2020-06-19 01:02:48,462 - mmaction - INFO - Epoch [55][320/1879] lr: 1.000e-03, eta: 1 day, 0:40:55, time: 0.584, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2787, loss: 1.2787 2020-06-19 01:03:00,599 - mmaction - INFO - Epoch [55][340/1879] lr: 1.000e-03, eta: 1 day, 0:40:26, time: 0.605, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3661, loss: 1.3661 2020-06-19 01:03:11,487 - mmaction - INFO - Epoch [55][360/1879] lr: 1.000e-03, eta: 1 day, 0:39:56, time: 0.546, data_time: 0.009, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.9271, loss: 0.9271 2020-06-19 01:03:22,910 - mmaction - INFO - Epoch [55][380/1879] lr: 1.000e-03, eta: 1 day, 0:39:27, time: 0.571, data_time: 0.038, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2606, loss: 1.2606 2020-06-19 01:03:34,248 - mmaction - INFO - Epoch [55][400/1879] lr: 1.000e-03, eta: 1 day, 0:38:57, time: 0.565, data_time: 0.021, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1378, loss: 1.1378 2020-06-19 01:03:45,898 - mmaction - INFO - Epoch [55][420/1879] lr: 1.000e-03, eta: 1 day, 0:38:28, time: 0.584, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4085, loss: 1.4085 2020-06-19 01:03:58,536 - mmaction - INFO - Epoch [55][440/1879] lr: 1.000e-03, eta: 1 day, 0:37:59, time: 0.632, data_time: 0.018, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2579, loss: 1.2579 2020-06-19 01:04:10,106 - mmaction - INFO - Epoch [55][460/1879] lr: 1.000e-03, eta: 1 day, 0:37:30, time: 0.577, data_time: 0.154, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0198, loss: 1.0198 2020-06-19 01:04:22,285 - mmaction - INFO - Epoch [55][480/1879] lr: 1.000e-03, eta: 1 day, 0:37:01, time: 0.609, data_time: 0.154, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4429, loss: 1.4429 2020-06-19 01:04:33,614 - mmaction - INFO - Epoch [55][500/1879] lr: 1.000e-03, eta: 1 day, 0:36:32, time: 0.568, data_time: 0.187, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0608, loss: 1.0608 2020-06-19 01:04:45,110 - mmaction - INFO - Epoch [55][520/1879] lr: 1.000e-03, eta: 1 day, 0:36:02, time: 0.575, data_time: 0.192, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8562, loss_cls: 1.3781, loss: 1.3781 2020-06-19 01:04:56,638 - mmaction - INFO - Epoch [55][540/1879] lr: 1.000e-03, eta: 1 day, 0:35:33, time: 0.575, data_time: 0.055, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4429, loss: 1.4429 2020-06-19 01:05:08,900 - mmaction - INFO - Epoch [55][560/1879] lr: 1.000e-03, eta: 1 day, 0:35:04, time: 0.614, data_time: 0.133, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1188, loss: 1.1188 2020-06-19 01:05:19,886 - mmaction - INFO - Epoch [55][580/1879] lr: 1.000e-03, eta: 1 day, 0:34:34, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5362, loss: 1.5362 2020-06-19 01:05:32,130 - mmaction - INFO - Epoch [55][600/1879] lr: 1.000e-03, eta: 1 day, 0:34:06, time: 0.614, data_time: 0.038, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3630, loss: 1.3630 2020-06-19 01:05:43,805 - mmaction - INFO - Epoch [55][620/1879] lr: 1.000e-03, eta: 1 day, 0:33:36, time: 0.583, data_time: 0.037, memory: 5168, top1_acc: 0.6125, top5_acc: 0.7812, loss_cls: 1.6633, loss: 1.6633 2020-06-19 01:05:54,619 - mmaction - INFO - Epoch [55][640/1879] lr: 1.000e-03, eta: 1 day, 0:33:06, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2508, loss: 1.2508 2020-06-19 01:06:06,950 - mmaction - INFO - Epoch [55][660/1879] lr: 1.000e-03, eta: 1 day, 0:32:38, time: 0.616, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.4679, loss: 1.4679 2020-06-19 01:06:18,797 - mmaction - INFO - Epoch [55][680/1879] lr: 1.000e-03, eta: 1 day, 0:32:09, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2050, loss: 1.2050 2020-06-19 01:06:30,173 - mmaction - INFO - Epoch [55][700/1879] lr: 1.000e-03, eta: 1 day, 0:31:39, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.3745, loss: 1.3745 2020-06-19 01:06:41,435 - mmaction - INFO - Epoch [55][720/1879] lr: 1.000e-03, eta: 1 day, 0:31:10, time: 0.564, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4300, loss: 1.4300 2020-06-19 01:06:53,759 - mmaction - INFO - Epoch [55][740/1879] lr: 1.000e-03, eta: 1 day, 0:30:41, time: 0.615, data_time: 0.017, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1583, loss: 1.1583 2020-06-19 01:07:05,369 - mmaction - INFO - Epoch [55][760/1879] lr: 1.000e-03, eta: 1 day, 0:30:12, time: 0.581, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3837, loss: 1.3837 2020-06-19 01:07:18,023 - mmaction - INFO - Epoch [55][780/1879] lr: 1.000e-03, eta: 1 day, 0:29:44, time: 0.635, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2212, loss: 1.2212 2020-06-19 01:07:30,035 - mmaction - INFO - Epoch [55][800/1879] lr: 1.000e-03, eta: 1 day, 0:29:15, time: 0.598, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2489, loss: 1.2489 2020-06-19 01:07:40,740 - mmaction - INFO - Epoch [55][820/1879] lr: 1.000e-03, eta: 1 day, 0:28:45, time: 0.536, data_time: 0.005, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3977, loss: 1.3977 2020-06-19 01:07:52,124 - mmaction - INFO - Epoch [55][840/1879] lr: 1.000e-03, eta: 1 day, 0:28:15, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2894, loss: 1.2894 2020-06-19 01:08:03,103 - mmaction - INFO - Epoch [55][860/1879] lr: 1.000e-03, eta: 1 day, 0:27:45, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5031, loss: 1.5031 2020-06-19 01:08:14,051 - mmaction - INFO - Epoch [55][880/1879] lr: 1.000e-03, eta: 1 day, 0:27:16, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.1736, loss: 1.1736 2020-06-19 01:08:24,687 - mmaction - INFO - Epoch [55][900/1879] lr: 1.000e-03, eta: 1 day, 0:26:45, time: 0.530, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3635, loss: 1.3635 2020-06-19 01:08:36,241 - mmaction - INFO - Epoch [55][920/1879] lr: 1.000e-03, eta: 1 day, 0:26:16, time: 0.579, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3180, loss: 1.3180 2020-06-19 01:08:47,203 - mmaction - INFO - Epoch [55][940/1879] lr: 1.000e-03, eta: 1 day, 0:25:46, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1262, loss: 1.1262 2020-06-19 01:08:58,588 - mmaction - INFO - Epoch [55][960/1879] lr: 1.000e-03, eta: 1 day, 0:25:17, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0851, loss: 1.0851 2020-06-19 01:09:10,651 - mmaction - INFO - Epoch [55][980/1879] lr: 1.000e-03, eta: 1 day, 0:24:48, time: 0.603, data_time: 0.005, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3739, loss: 1.3739 2020-06-19 01:09:23,167 - mmaction - INFO - Epoch [55][1000/1879] lr: 1.000e-03, eta: 1 day, 0:24:20, time: 0.626, data_time: 0.089, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2994, loss: 1.2994 2020-06-19 01:09:34,154 - mmaction - INFO - Epoch [55][1020/1879] lr: 1.000e-03, eta: 1 day, 0:23:50, time: 0.549, data_time: 0.172, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3812, loss: 1.3812 2020-06-19 01:09:46,414 - mmaction - INFO - Epoch [55][1040/1879] lr: 1.000e-03, eta: 1 day, 0:23:22, time: 0.613, data_time: 0.092, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.3737, loss: 1.3737 2020-06-19 01:09:57,411 - mmaction - INFO - Epoch [55][1060/1879] lr: 1.000e-03, eta: 1 day, 0:22:52, time: 0.550, data_time: 0.130, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1183, loss: 1.1183 2020-06-19 01:10:09,101 - mmaction - INFO - Epoch [55][1080/1879] lr: 1.000e-03, eta: 1 day, 0:22:23, time: 0.583, data_time: 0.108, memory: 5168, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7694, loss: 1.7694 2020-06-19 01:10:20,051 - mmaction - INFO - Epoch [55][1100/1879] lr: 1.000e-03, eta: 1 day, 0:21:53, time: 0.547, data_time: 0.056, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2599, loss: 1.2599 2020-06-19 01:10:32,299 - mmaction - INFO - Epoch [55][1120/1879] lr: 1.000e-03, eta: 1 day, 0:21:25, time: 0.614, data_time: 0.131, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2012, loss: 1.2012 2020-06-19 01:10:44,083 - mmaction - INFO - Epoch [55][1140/1879] lr: 1.000e-03, eta: 1 day, 0:20:56, time: 0.588, data_time: 0.101, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9721, loss: 0.9721 2020-06-19 01:10:55,947 - mmaction - INFO - Epoch [55][1160/1879] lr: 1.000e-03, eta: 1 day, 0:20:27, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4466, loss: 1.4466 2020-06-19 01:11:07,613 - mmaction - INFO - Epoch [55][1180/1879] lr: 1.000e-03, eta: 1 day, 0:19:58, time: 0.583, data_time: 0.087, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3850, loss: 1.3850 2020-06-19 01:11:18,766 - mmaction - INFO - Epoch [55][1200/1879] lr: 1.000e-03, eta: 1 day, 0:19:29, time: 0.558, data_time: 0.185, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5206, loss: 1.5206 2020-06-19 01:11:30,310 - mmaction - INFO - Epoch [55][1220/1879] lr: 1.000e-03, eta: 1 day, 0:19:00, time: 0.577, data_time: 0.177, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.5952, loss: 1.5952 2020-06-19 01:11:42,212 - mmaction - INFO - Epoch [55][1240/1879] lr: 1.000e-03, eta: 1 day, 0:18:31, time: 0.594, data_time: 0.153, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9582, loss: 0.9582 2020-06-19 01:11:53,263 - mmaction - INFO - Epoch [55][1260/1879] lr: 1.000e-03, eta: 1 day, 0:18:01, time: 0.553, data_time: 0.159, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3898, loss: 1.3898 2020-06-19 01:12:05,417 - mmaction - INFO - Epoch [55][1280/1879] lr: 1.000e-03, eta: 1 day, 0:17:33, time: 0.606, data_time: 0.117, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0846, loss: 1.0846 2020-06-19 01:12:16,658 - mmaction - INFO - Epoch [55][1300/1879] lr: 1.000e-03, eta: 1 day, 0:17:03, time: 0.565, data_time: 0.035, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2526, loss: 1.2526 2020-06-19 01:12:28,394 - mmaction - INFO - Epoch [55][1320/1879] lr: 1.000e-03, eta: 1 day, 0:16:34, time: 0.585, data_time: 0.026, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3132, loss: 1.3132 2020-06-19 01:12:40,438 - mmaction - INFO - Epoch [55][1340/1879] lr: 1.000e-03, eta: 1 day, 0:16:06, time: 0.603, data_time: 0.117, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2972, loss: 1.2972 2020-06-19 01:12:52,267 - mmaction - INFO - Epoch [55][1360/1879] lr: 1.000e-03, eta: 1 day, 0:15:37, time: 0.591, data_time: 0.047, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0660, loss: 1.0660 2020-06-19 01:13:03,517 - mmaction - INFO - Epoch [55][1380/1879] lr: 1.000e-03, eta: 1 day, 0:15:08, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3296, loss: 1.3296 2020-06-19 01:13:14,797 - mmaction - INFO - Epoch [55][1400/1879] lr: 1.000e-03, eta: 1 day, 0:14:38, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8625, loss_cls: 1.5134, loss: 1.5134 2020-06-19 01:13:26,363 - mmaction - INFO - Epoch [55][1420/1879] lr: 1.000e-03, eta: 1 day, 0:14:09, time: 0.579, data_time: 0.010, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0379, loss: 1.0379 2020-06-19 01:13:38,128 - mmaction - INFO - Epoch [55][1440/1879] lr: 1.000e-03, eta: 1 day, 0:13:41, time: 0.588, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1781, loss: 1.1781 2020-06-19 01:13:50,553 - mmaction - INFO - Epoch [55][1460/1879] lr: 1.000e-03, eta: 1 day, 0:13:12, time: 0.617, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.4381, loss: 1.4381 2020-06-19 01:14:01,630 - mmaction - INFO - Epoch [55][1480/1879] lr: 1.000e-03, eta: 1 day, 0:12:43, time: 0.557, data_time: 0.005, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2187, loss: 1.2187 2020-06-19 01:14:13,224 - mmaction - INFO - Epoch [55][1500/1879] lr: 1.000e-03, eta: 1 day, 0:12:14, time: 0.580, data_time: 0.051, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8375, loss_cls: 1.3834, loss: 1.3834 2020-06-19 01:14:25,850 - mmaction - INFO - Epoch [55][1520/1879] lr: 1.000e-03, eta: 1 day, 0:11:46, time: 0.630, data_time: 0.107, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.3408, loss: 1.3408 2020-06-19 01:14:37,141 - mmaction - INFO - Epoch [55][1540/1879] lr: 1.000e-03, eta: 1 day, 0:11:17, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2229, loss: 1.2229 2020-06-19 01:14:48,985 - mmaction - INFO - Epoch [55][1560/1879] lr: 1.000e-03, eta: 1 day, 0:10:48, time: 0.591, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4735, loss: 1.4735 2020-06-19 01:15:00,159 - mmaction - INFO - Epoch [55][1580/1879] lr: 1.000e-03, eta: 1 day, 0:10:19, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0121, loss: 1.0121 2020-06-19 01:15:11,684 - mmaction - INFO - Epoch [55][1600/1879] lr: 1.000e-03, eta: 1 day, 0:09:50, time: 0.580, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.1774, loss: 1.1774 2020-06-19 01:15:23,817 - mmaction - INFO - Epoch [55][1620/1879] lr: 1.000e-03, eta: 1 day, 0:09:21, time: 0.606, data_time: 0.000, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.5313, loss: 1.5313 2020-06-19 01:15:34,765 - mmaction - INFO - Epoch [55][1640/1879] lr: 1.000e-03, eta: 1 day, 0:08:52, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2151, loss: 1.2151 2020-06-19 01:15:46,120 - mmaction - INFO - Epoch [55][1660/1879] lr: 1.000e-03, eta: 1 day, 0:08:23, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.2168, loss: 1.2168 2020-06-19 01:15:57,141 - mmaction - INFO - Epoch [55][1680/1879] lr: 1.000e-03, eta: 1 day, 0:07:53, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4946, loss: 1.4946 2020-06-19 01:16:08,750 - mmaction - INFO - Epoch [55][1700/1879] lr: 1.000e-03, eta: 1 day, 0:07:24, time: 0.580, data_time: 0.005, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5255, loss: 1.5255 2020-06-19 01:16:20,532 - mmaction - INFO - Epoch [55][1720/1879] lr: 1.000e-03, eta: 1 day, 0:06:56, time: 0.588, data_time: 0.059, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3177, loss: 1.3177 2020-06-19 01:16:32,265 - mmaction - INFO - Epoch [55][1740/1879] lr: 1.000e-03, eta: 1 day, 0:06:27, time: 0.586, data_time: 0.062, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1762, loss: 1.1762 2020-06-19 01:16:44,014 - mmaction - INFO - Epoch [55][1760/1879] lr: 1.000e-03, eta: 1 day, 0:05:58, time: 0.588, data_time: 0.043, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3550, loss: 1.3550 2020-06-19 01:16:55,296 - mmaction - INFO - Epoch [55][1780/1879] lr: 1.000e-03, eta: 1 day, 0:05:29, time: 0.564, data_time: 0.032, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0834, loss: 1.0834 2020-06-19 01:17:06,756 - mmaction - INFO - Epoch [55][1800/1879] lr: 1.000e-03, eta: 1 day, 0:05:00, time: 0.573, data_time: 0.207, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1775, loss: 1.1775 2020-06-19 01:17:17,642 - mmaction - INFO - Epoch [55][1820/1879] lr: 1.000e-03, eta: 1 day, 0:04:31, time: 0.545, data_time: 0.111, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8187, loss_cls: 1.4890, loss: 1.4890 2020-06-19 01:17:28,593 - mmaction - INFO - Epoch [55][1840/1879] lr: 1.000e-03, eta: 1 day, 0:04:01, time: 0.546, data_time: 0.031, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8187, loss_cls: 1.3130, loss: 1.3130 2020-06-19 01:17:40,621 - mmaction - INFO - Epoch [55][1860/1879] lr: 1.000e-03, eta: 1 day, 0:03:33, time: 0.603, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1001, loss: 1.1001 2020-06-19 01:17:58,104 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-06-19 01:20:11,939 - mmaction - INFO - Epoch [56][20/1879] lr: 1.000e-03, eta: 1 day, 0:04:19, time: 6.603, data_time: 5.965, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1567, loss: 1.1567 2020-06-19 01:20:22,933 - mmaction - INFO - Epoch [56][40/1879] lr: 1.000e-03, eta: 1 day, 0:03:50, time: 0.549, data_time: 0.005, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4908, loss: 1.4908 2020-06-19 01:20:34,860 - mmaction - INFO - Epoch [56][60/1879] lr: 1.000e-03, eta: 1 day, 0:03:21, time: 0.596, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3163, loss: 1.3163 2020-06-19 01:20:45,995 - mmaction - INFO - Epoch [56][80/1879] lr: 1.000e-03, eta: 1 day, 0:02:52, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2914, loss: 1.2914 2020-06-19 01:20:58,064 - mmaction - INFO - Epoch [56][100/1879] lr: 1.000e-03, eta: 1 day, 0:02:23, time: 0.604, data_time: 0.037, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.4925, loss: 1.4925 2020-06-19 01:21:09,706 - mmaction - INFO - Epoch [56][120/1879] lr: 1.000e-03, eta: 1 day, 0:01:55, time: 0.583, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.4076, loss: 1.4076 2020-06-19 01:21:21,778 - mmaction - INFO - Epoch [56][140/1879] lr: 1.000e-03, eta: 1 day, 0:01:26, time: 0.604, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9375, loss_cls: 1.0992, loss: 1.0992 2020-06-19 01:21:33,834 - mmaction - INFO - Epoch [56][160/1879] lr: 1.000e-03, eta: 1 day, 0:00:58, time: 0.601, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.2078, loss: 1.2078 2020-06-19 01:21:45,951 - mmaction - INFO - Epoch [56][180/1879] lr: 1.000e-03, eta: 1 day, 0:00:30, time: 0.607, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4293, loss: 1.4293 2020-06-19 01:21:56,897 - mmaction - INFO - Epoch [56][200/1879] lr: 1.000e-03, eta: 1 day, 0:00:00, time: 0.548, data_time: 0.012, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0666, loss: 1.0666 2020-06-19 01:22:08,415 - mmaction - INFO - Epoch [56][220/1879] lr: 1.000e-03, eta: 23:59:31, time: 0.573, data_time: 0.013, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1384, loss: 1.1384 2020-06-19 01:22:20,857 - mmaction - INFO - Epoch [56][240/1879] lr: 1.000e-03, eta: 23:59:03, time: 0.623, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1264, loss: 1.1264 2020-06-19 01:22:31,449 - mmaction - INFO - Epoch [56][260/1879] lr: 1.000e-03, eta: 23:58:34, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3302, loss: 1.3302 2020-06-19 01:22:43,208 - mmaction - INFO - Epoch [56][280/1879] lr: 1.000e-03, eta: 23:58:05, time: 0.588, data_time: 0.007, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4656, loss: 1.4656 2020-06-19 01:22:55,421 - mmaction - INFO - Epoch [56][300/1879] lr: 1.000e-03, eta: 23:57:37, time: 0.609, data_time: 0.023, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.9355, loss: 0.9355 2020-06-19 01:23:06,400 - mmaction - INFO - Epoch [56][320/1879] lr: 1.000e-03, eta: 23:57:08, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3002, loss: 1.3002 2020-06-19 01:23:18,347 - mmaction - INFO - Epoch [56][340/1879] lr: 1.000e-03, eta: 23:56:39, time: 0.598, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.4864, loss: 1.4864 2020-06-19 01:23:28,878 - mmaction - INFO - Epoch [56][360/1879] lr: 1.000e-03, eta: 23:56:10, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2428, loss: 1.2428 2020-06-19 01:23:41,327 - mmaction - INFO - Epoch [56][380/1879] lr: 1.000e-03, eta: 23:55:42, time: 0.621, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3177, loss: 1.3177 2020-06-19 01:23:53,302 - mmaction - INFO - Epoch [56][400/1879] lr: 1.000e-03, eta: 23:55:13, time: 0.598, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2185, loss: 1.2185 2020-06-19 01:24:04,149 - mmaction - INFO - Epoch [56][420/1879] lr: 1.000e-03, eta: 23:54:44, time: 0.545, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0633, loss: 1.0633 2020-06-19 01:24:16,520 - mmaction - INFO - Epoch [56][440/1879] lr: 1.000e-03, eta: 23:54:16, time: 0.616, data_time: 0.062, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8875, loss_cls: 1.4084, loss: 1.4084 2020-06-19 01:24:27,764 - mmaction - INFO - Epoch [56][460/1879] lr: 1.000e-03, eta: 23:53:47, time: 0.562, data_time: 0.033, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3089, loss: 1.3089 2020-06-19 01:24:39,277 - mmaction - INFO - Epoch [56][480/1879] lr: 1.000e-03, eta: 23:53:18, time: 0.576, data_time: 0.107, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8313, loss_cls: 1.3205, loss: 1.3205 2020-06-19 01:24:50,900 - mmaction - INFO - Epoch [56][500/1879] lr: 1.000e-03, eta: 23:52:49, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.3450, loss: 1.3450 2020-06-19 01:25:02,439 - mmaction - INFO - Epoch [56][520/1879] lr: 1.000e-03, eta: 23:52:21, time: 0.575, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3651, loss: 1.3651 2020-06-19 01:25:13,367 - mmaction - INFO - Epoch [56][540/1879] lr: 1.000e-03, eta: 23:51:51, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3687, loss: 1.3687 2020-06-19 01:25:25,791 - mmaction - INFO - Epoch [56][560/1879] lr: 1.000e-03, eta: 23:51:24, time: 0.623, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3213, loss: 1.3213 2020-06-19 01:25:36,018 - mmaction - INFO - Epoch [56][580/1879] lr: 1.000e-03, eta: 23:50:54, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5204, loss: 1.5204 2020-06-19 01:25:48,776 - mmaction - INFO - Epoch [56][600/1879] lr: 1.000e-03, eta: 23:50:26, time: 0.637, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4142, loss: 1.4142 2020-06-19 01:25:59,794 - mmaction - INFO - Epoch [56][620/1879] lr: 1.000e-03, eta: 23:49:57, time: 0.552, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2776, loss: 1.2776 2020-06-19 01:26:11,817 - mmaction - INFO - Epoch [56][640/1879] lr: 1.000e-03, eta: 23:49:29, time: 0.601, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3701, loss: 1.3701 2020-06-19 01:26:23,818 - mmaction - INFO - Epoch [56][660/1879] lr: 1.000e-03, eta: 23:49:01, time: 0.600, data_time: 0.018, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8750, loss_cls: 1.4707, loss: 1.4707 2020-06-19 01:26:35,327 - mmaction - INFO - Epoch [56][680/1879] lr: 1.000e-03, eta: 23:48:32, time: 0.575, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.1879, loss: 1.1879 2020-06-19 01:26:46,517 - mmaction - INFO - Epoch [56][700/1879] lr: 1.000e-03, eta: 23:48:03, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3286, loss: 1.3286 2020-06-19 01:26:58,329 - mmaction - INFO - Epoch [56][720/1879] lr: 1.000e-03, eta: 23:47:34, time: 0.591, data_time: 0.106, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8875, loss_cls: 1.4321, loss: 1.4321 2020-06-19 01:27:09,281 - mmaction - INFO - Epoch [56][740/1879] lr: 1.000e-03, eta: 23:47:05, time: 0.547, data_time: 0.122, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5707, loss: 1.5707 2020-06-19 01:27:21,263 - mmaction - INFO - Epoch [56][760/1879] lr: 1.000e-03, eta: 23:46:37, time: 0.601, data_time: 0.193, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1470, loss: 1.1470 2020-06-19 01:27:33,166 - mmaction - INFO - Epoch [56][780/1879] lr: 1.000e-03, eta: 23:46:09, time: 0.595, data_time: 0.023, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4549, loss: 1.4549 2020-06-19 01:27:44,443 - mmaction - INFO - Epoch [56][800/1879] lr: 1.000e-03, eta: 23:45:40, time: 0.564, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2304, loss: 1.2304 2020-06-19 01:27:56,222 - mmaction - INFO - Epoch [56][820/1879] lr: 1.000e-03, eta: 23:45:12, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1902, loss: 1.1902 2020-06-19 01:28:07,762 - mmaction - INFO - Epoch [56][840/1879] lr: 1.000e-03, eta: 23:44:43, time: 0.577, data_time: 0.031, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1354, loss: 1.1354 2020-06-19 01:28:19,661 - mmaction - INFO - Epoch [56][860/1879] lr: 1.000e-03, eta: 23:44:15, time: 0.595, data_time: 0.031, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5102, loss: 1.5102 2020-06-19 01:28:31,126 - mmaction - INFO - Epoch [56][880/1879] lr: 1.000e-03, eta: 23:43:46, time: 0.573, data_time: 0.013, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2969, loss: 1.2969 2020-06-19 01:28:42,536 - mmaction - INFO - Epoch [56][900/1879] lr: 1.000e-03, eta: 23:43:17, time: 0.573, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4530, loss: 1.4530 2020-06-19 01:28:54,481 - mmaction - INFO - Epoch [56][920/1879] lr: 1.000e-03, eta: 23:42:49, time: 0.595, data_time: 0.001, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8562, loss_cls: 1.5875, loss: 1.5875 2020-06-19 01:29:06,649 - mmaction - INFO - Epoch [56][940/1879] lr: 1.000e-03, eta: 23:42:21, time: 0.609, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2833, loss: 1.2833 2020-06-19 01:29:17,595 - mmaction - INFO - Epoch [56][960/1879] lr: 1.000e-03, eta: 23:41:52, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4966, loss: 1.4966 2020-06-19 01:29:28,864 - mmaction - INFO - Epoch [56][980/1879] lr: 1.000e-03, eta: 23:41:23, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3573, loss: 1.3573 2020-06-19 01:29:40,706 - mmaction - INFO - Epoch [56][1000/1879] lr: 1.000e-03, eta: 23:40:55, time: 0.591, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3596, loss: 1.3596 2020-06-19 01:29:52,103 - mmaction - INFO - Epoch [56][1020/1879] lr: 1.000e-03, eta: 23:40:26, time: 0.572, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3128, loss: 1.3128 2020-06-19 01:30:04,784 - mmaction - INFO - Epoch [56][1040/1879] lr: 1.000e-03, eta: 23:39:59, time: 0.632, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2488, loss: 1.2488 2020-06-19 01:30:15,741 - mmaction - INFO - Epoch [56][1060/1879] lr: 1.000e-03, eta: 23:39:30, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2912, loss: 1.2912 2020-06-19 01:30:27,095 - mmaction - INFO - Epoch [56][1080/1879] lr: 1.000e-03, eta: 23:39:01, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5191, loss: 1.5191 2020-06-19 01:30:40,333 - mmaction - INFO - Epoch [56][1100/1879] lr: 1.000e-03, eta: 23:38:34, time: 0.662, data_time: 0.084, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.4872, loss: 1.4872 2020-06-19 01:30:51,499 - mmaction - INFO - Epoch [56][1120/1879] lr: 1.000e-03, eta: 23:38:05, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3170, loss: 1.3170 2020-06-19 01:31:02,055 - mmaction - INFO - Epoch [56][1140/1879] lr: 1.000e-03, eta: 23:37:36, time: 0.530, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1462, loss: 1.1462 2020-06-19 01:31:13,250 - mmaction - INFO - Epoch [56][1160/1879] lr: 1.000e-03, eta: 23:37:07, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1061, loss: 1.1061 2020-06-19 01:31:25,131 - mmaction - INFO - Epoch [56][1180/1879] lr: 1.000e-03, eta: 23:36:39, time: 0.593, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.5703, loss: 1.5703 2020-06-19 01:31:36,991 - mmaction - INFO - Epoch [56][1200/1879] lr: 1.000e-03, eta: 23:36:11, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.2727, loss: 1.2727 2020-06-19 01:31:49,002 - mmaction - INFO - Epoch [56][1220/1879] lr: 1.000e-03, eta: 23:35:43, time: 0.600, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.3495, loss: 1.3495 2020-06-19 01:32:00,634 - mmaction - INFO - Epoch [56][1240/1879] lr: 1.000e-03, eta: 23:35:15, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.3410, loss: 1.3410 2020-06-19 01:32:12,301 - mmaction - INFO - Epoch [56][1260/1879] lr: 1.000e-03, eta: 23:34:46, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2635, loss: 1.2635 2020-06-19 01:32:23,786 - mmaction - INFO - Epoch [56][1280/1879] lr: 1.000e-03, eta: 23:34:18, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5546, loss: 1.5546 2020-06-19 01:32:35,815 - mmaction - INFO - Epoch [56][1300/1879] lr: 1.000e-03, eta: 23:33:50, time: 0.600, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5208, loss: 1.5208 2020-06-19 01:32:46,296 - mmaction - INFO - Epoch [56][1320/1879] lr: 1.000e-03, eta: 23:33:20, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3283, loss: 1.3283 2020-06-19 01:32:58,329 - mmaction - INFO - Epoch [56][1340/1879] lr: 1.000e-03, eta: 23:32:52, time: 0.602, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3548, loss: 1.3548 2020-06-19 01:33:10,070 - mmaction - INFO - Epoch [56][1360/1879] lr: 1.000e-03, eta: 23:32:24, time: 0.586, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0342, loss: 1.0342 2020-06-19 01:33:21,261 - mmaction - INFO - Epoch [56][1380/1879] lr: 1.000e-03, eta: 23:31:55, time: 0.559, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2561, loss: 1.2561 2020-06-19 01:33:33,596 - mmaction - INFO - Epoch [56][1400/1879] lr: 1.000e-03, eta: 23:31:28, time: 0.617, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0442, loss: 1.0442 2020-06-19 01:33:44,582 - mmaction - INFO - Epoch [56][1420/1879] lr: 1.000e-03, eta: 23:30:59, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3272, loss: 1.3272 2020-06-19 01:33:56,663 - mmaction - INFO - Epoch [56][1440/1879] lr: 1.000e-03, eta: 23:30:31, time: 0.603, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.1071, loss: 1.1071 2020-06-19 01:34:08,289 - mmaction - INFO - Epoch [56][1460/1879] lr: 1.000e-03, eta: 23:30:03, time: 0.581, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2768, loss: 1.2768 2020-06-19 01:34:19,454 - mmaction - INFO - Epoch [56][1480/1879] lr: 1.000e-03, eta: 23:29:34, time: 0.558, data_time: 0.087, memory: 5168, top1_acc: 0.6500, top5_acc: 0.9187, loss_cls: 1.2564, loss: 1.2564 2020-06-19 01:34:30,370 - mmaction - INFO - Epoch [56][1500/1879] lr: 1.000e-03, eta: 23:29:05, time: 0.548, data_time: 0.176, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3305, loss: 1.3305 2020-06-19 01:34:42,815 - mmaction - INFO - Epoch [56][1520/1879] lr: 1.000e-03, eta: 23:28:38, time: 0.621, data_time: 0.199, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1273, loss: 1.1273 2020-06-19 01:34:54,631 - mmaction - INFO - Epoch [56][1540/1879] lr: 1.000e-03, eta: 23:28:10, time: 0.590, data_time: 0.187, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3241, loss: 1.3241 2020-06-19 01:35:05,908 - mmaction - INFO - Epoch [56][1560/1879] lr: 1.000e-03, eta: 23:27:41, time: 0.564, data_time: 0.012, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4751, loss: 1.4751 2020-06-19 01:35:17,546 - mmaction - INFO - Epoch [56][1580/1879] lr: 1.000e-03, eta: 23:27:13, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2791, loss: 1.2791 2020-06-19 01:35:29,211 - mmaction - INFO - Epoch [56][1600/1879] lr: 1.000e-03, eta: 23:26:45, time: 0.582, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4478, loss: 1.4478 2020-06-19 01:35:41,140 - mmaction - INFO - Epoch [56][1620/1879] lr: 1.000e-03, eta: 23:26:17, time: 0.595, data_time: 0.010, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.4184, loss: 1.4184 2020-06-19 01:35:52,747 - mmaction - INFO - Epoch [56][1640/1879] lr: 1.000e-03, eta: 23:25:48, time: 0.582, data_time: 0.022, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3379, loss: 1.3379 2020-06-19 01:36:04,888 - mmaction - INFO - Epoch [56][1660/1879] lr: 1.000e-03, eta: 23:25:21, time: 0.608, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3124, loss: 1.3124 2020-06-19 01:36:16,919 - mmaction - INFO - Epoch [56][1680/1879] lr: 1.000e-03, eta: 23:24:53, time: 0.602, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.5156, loss: 1.5156 2020-06-19 01:36:28,642 - mmaction - INFO - Epoch [56][1700/1879] lr: 1.000e-03, eta: 23:24:25, time: 0.585, data_time: 0.008, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2650, loss: 1.2650 2020-06-19 01:36:40,295 - mmaction - INFO - Epoch [56][1720/1879] lr: 1.000e-03, eta: 23:23:56, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2236, loss: 1.2236 2020-06-19 01:36:50,308 - mmaction - INFO - Epoch [56][1740/1879] lr: 1.000e-03, eta: 23:23:27, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3292, loss: 1.3292 2020-06-19 01:37:03,552 - mmaction - INFO - Epoch [56][1760/1879] lr: 1.000e-03, eta: 23:23:00, time: 0.660, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1890, loss: 1.1890 2020-06-19 01:37:15,955 - mmaction - INFO - Epoch [56][1780/1879] lr: 1.000e-03, eta: 23:22:33, time: 0.622, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3630, loss: 1.3630 2020-06-19 01:37:26,633 - mmaction - INFO - Epoch [56][1800/1879] lr: 1.000e-03, eta: 23:22:04, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.5132, loss: 1.5132 2020-06-19 01:37:37,435 - mmaction - INFO - Epoch [56][1820/1879] lr: 1.000e-03, eta: 23:21:35, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4142, loss: 1.4142 2020-06-19 01:37:48,746 - mmaction - INFO - Epoch [56][1840/1879] lr: 1.000e-03, eta: 23:21:06, time: 0.565, data_time: 0.035, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2664, loss: 1.2664 2020-06-19 01:37:59,846 - mmaction - INFO - Epoch [56][1860/1879] lr: 1.000e-03, eta: 23:20:38, time: 0.556, data_time: 0.085, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4233, loss: 1.4233 2020-06-19 01:38:16,182 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-06-19 01:40:28,829 - mmaction - INFO - Epoch [57][20/1879] lr: 1.000e-03, eta: 23:21:21, time: 6.600, data_time: 5.973, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1154, loss: 1.1154 2020-06-19 01:40:41,562 - mmaction - INFO - Epoch [57][40/1879] lr: 1.000e-03, eta: 23:20:54, time: 0.637, data_time: 0.006, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0366, loss: 1.0366 2020-06-19 01:40:52,119 - mmaction - INFO - Epoch [57][60/1879] lr: 1.000e-03, eta: 23:20:25, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.4025, loss: 1.4025 2020-06-19 01:41:03,557 - mmaction - INFO - Epoch [57][80/1879] lr: 1.000e-03, eta: 23:19:56, time: 0.572, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.5956, loss: 1.5956 2020-06-19 01:41:15,047 - mmaction - INFO - Epoch [57][100/1879] lr: 1.000e-03, eta: 23:19:28, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2709, loss: 1.2709 2020-06-19 01:41:27,070 - mmaction - INFO - Epoch [57][120/1879] lr: 1.000e-03, eta: 23:19:00, time: 0.601, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3907, loss: 1.3907 2020-06-19 01:41:38,556 - mmaction - INFO - Epoch [57][140/1879] lr: 1.000e-03, eta: 23:18:32, time: 0.574, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3766, loss: 1.3766 2020-06-19 01:41:50,341 - mmaction - INFO - Epoch [57][160/1879] lr: 1.000e-03, eta: 23:18:04, time: 0.590, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2327, loss: 1.2327 2020-06-19 01:42:02,497 - mmaction - INFO - Epoch [57][180/1879] lr: 1.000e-03, eta: 23:17:36, time: 0.606, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1081, loss: 1.1081 2020-06-19 01:42:13,963 - mmaction - INFO - Epoch [57][200/1879] lr: 1.000e-03, eta: 23:17:08, time: 0.574, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2756, loss: 1.2756 2020-06-19 01:42:25,917 - mmaction - INFO - Epoch [57][220/1879] lr: 1.000e-03, eta: 23:16:40, time: 0.600, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1825, loss: 1.1825 2020-06-19 01:42:37,357 - mmaction - INFO - Epoch [57][240/1879] lr: 1.000e-03, eta: 23:16:12, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3552, loss: 1.3552 2020-06-19 01:42:49,172 - mmaction - INFO - Epoch [57][260/1879] lr: 1.000e-03, eta: 23:15:44, time: 0.590, data_time: 0.041, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1909, loss: 1.1909 2020-06-19 01:43:00,685 - mmaction - INFO - Epoch [57][280/1879] lr: 1.000e-03, eta: 23:15:16, time: 0.575, data_time: 0.055, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4168, loss: 1.4168 2020-06-19 01:43:12,429 - mmaction - INFO - Epoch [57][300/1879] lr: 1.000e-03, eta: 23:14:48, time: 0.588, data_time: 0.191, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0937, loss: 1.0937 2020-06-19 01:43:24,073 - mmaction - INFO - Epoch [57][320/1879] lr: 1.000e-03, eta: 23:14:20, time: 0.582, data_time: 0.153, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2937, loss: 1.2937 2020-06-19 01:43:35,649 - mmaction - INFO - Epoch [57][340/1879] lr: 1.000e-03, eta: 23:13:52, time: 0.579, data_time: 0.242, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0780, loss: 1.0780 2020-06-19 01:43:47,390 - mmaction - INFO - Epoch [57][360/1879] lr: 1.000e-03, eta: 23:13:24, time: 0.588, data_time: 0.249, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1604, loss: 1.1604 2020-06-19 01:43:57,896 - mmaction - INFO - Epoch [57][380/1879] lr: 1.000e-03, eta: 23:12:55, time: 0.524, data_time: 0.117, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.5208, loss: 1.5208 2020-06-19 01:44:10,175 - mmaction - INFO - Epoch [57][400/1879] lr: 1.000e-03, eta: 23:12:27, time: 0.615, data_time: 0.041, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0277, loss: 1.0277 2020-06-19 01:44:22,023 - mmaction - INFO - Epoch [57][420/1879] lr: 1.000e-03, eta: 23:12:00, time: 0.591, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2205, loss: 1.2205 2020-06-19 01:44:33,097 - mmaction - INFO - Epoch [57][440/1879] lr: 1.000e-03, eta: 23:11:31, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2110, loss: 1.2110 2020-06-19 01:44:45,057 - mmaction - INFO - Epoch [57][460/1879] lr: 1.000e-03, eta: 23:11:03, time: 0.598, data_time: 0.041, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2569, loss: 1.2569 2020-06-19 01:44:56,049 - mmaction - INFO - Epoch [57][480/1879] lr: 1.000e-03, eta: 23:10:35, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.3211, loss: 1.3211 2020-06-19 01:45:09,437 - mmaction - INFO - Epoch [57][500/1879] lr: 1.000e-03, eta: 23:10:08, time: 0.670, data_time: 0.007, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3004, loss: 1.3004 2020-06-19 01:45:21,569 - mmaction - INFO - Epoch [57][520/1879] lr: 1.000e-03, eta: 23:09:41, time: 0.606, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7543, loss: 1.7543 2020-06-19 01:45:33,381 - mmaction - INFO - Epoch [57][540/1879] lr: 1.000e-03, eta: 23:09:13, time: 0.592, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3241, loss: 1.3241 2020-06-19 01:45:44,154 - mmaction - INFO - Epoch [57][560/1879] lr: 1.000e-03, eta: 23:08:44, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3851, loss: 1.3851 2020-06-19 01:45:56,636 - mmaction - INFO - Epoch [57][580/1879] lr: 1.000e-03, eta: 23:08:17, time: 0.626, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2509, loss: 1.2509 2020-06-19 01:46:09,052 - mmaction - INFO - Epoch [57][600/1879] lr: 1.000e-03, eta: 23:07:50, time: 0.619, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2976, loss: 1.2976 2020-06-19 01:46:19,941 - mmaction - INFO - Epoch [57][620/1879] lr: 1.000e-03, eta: 23:07:21, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2227, loss: 1.2227 2020-06-19 01:46:31,208 - mmaction - INFO - Epoch [57][640/1879] lr: 1.000e-03, eta: 23:06:53, time: 0.562, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3125, loss: 1.3125 2020-06-19 01:46:43,191 - mmaction - INFO - Epoch [57][660/1879] lr: 1.000e-03, eta: 23:06:25, time: 0.599, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.4521, loss: 1.4521 2020-06-19 01:46:53,915 - mmaction - INFO - Epoch [57][680/1879] lr: 1.000e-03, eta: 23:05:56, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1459, loss: 1.1459 2020-06-19 01:47:05,057 - mmaction - INFO - Epoch [57][700/1879] lr: 1.000e-03, eta: 23:05:28, time: 0.559, data_time: 0.010, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0286, loss: 1.0286 2020-06-19 01:47:16,632 - mmaction - INFO - Epoch [57][720/1879] lr: 1.000e-03, eta: 23:05:00, time: 0.578, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3901, loss: 1.3901 2020-06-19 01:47:27,757 - mmaction - INFO - Epoch [57][740/1879] lr: 1.000e-03, eta: 23:04:32, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.4531, loss: 1.4531 2020-06-19 01:47:39,700 - mmaction - INFO - Epoch [57][760/1879] lr: 1.000e-03, eta: 23:04:04, time: 0.596, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1602, loss: 1.1602 2020-06-19 01:47:51,130 - mmaction - INFO - Epoch [57][780/1879] lr: 1.000e-03, eta: 23:03:36, time: 0.571, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.4098, loss: 1.4098 2020-06-19 01:48:02,484 - mmaction - INFO - Epoch [57][800/1879] lr: 1.000e-03, eta: 23:03:08, time: 0.570, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9987, loss: 0.9987 2020-06-19 01:48:13,989 - mmaction - INFO - Epoch [57][820/1879] lr: 1.000e-03, eta: 23:02:40, time: 0.573, data_time: 0.037, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1886, loss: 1.1886 2020-06-19 01:48:25,606 - mmaction - INFO - Epoch [57][840/1879] lr: 1.000e-03, eta: 23:02:12, time: 0.582, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2201, loss: 1.2201 2020-06-19 01:48:37,218 - mmaction - INFO - Epoch [57][860/1879] lr: 1.000e-03, eta: 23:01:44, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1627, loss: 1.1627 2020-06-19 01:48:48,531 - mmaction - INFO - Epoch [57][880/1879] lr: 1.000e-03, eta: 23:01:16, time: 0.566, data_time: 0.063, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1826, loss: 1.1826 2020-06-19 01:49:00,620 - mmaction - INFO - Epoch [57][900/1879] lr: 1.000e-03, eta: 23:00:49, time: 0.603, data_time: 0.028, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3073, loss: 1.3073 2020-06-19 01:49:12,088 - mmaction - INFO - Epoch [57][920/1879] lr: 1.000e-03, eta: 23:00:21, time: 0.574, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2387, loss: 1.2387 2020-06-19 01:49:23,755 - mmaction - INFO - Epoch [57][940/1879] lr: 1.000e-03, eta: 22:59:53, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3647, loss: 1.3647 2020-06-19 01:49:35,566 - mmaction - INFO - Epoch [57][960/1879] lr: 1.000e-03, eta: 22:59:25, time: 0.592, data_time: 0.067, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2094, loss: 1.2094 2020-06-19 01:49:48,019 - mmaction - INFO - Epoch [57][980/1879] lr: 1.000e-03, eta: 22:58:58, time: 0.623, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.1073, loss: 1.1073 2020-06-19 01:49:58,855 - mmaction - INFO - Epoch [57][1000/1879] lr: 1.000e-03, eta: 22:58:29, time: 0.540, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3103, loss: 1.3103 2020-06-19 01:50:10,472 - mmaction - INFO - Epoch [57][1020/1879] lr: 1.000e-03, eta: 22:58:02, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.3033, loss: 1.3033 2020-06-19 01:50:22,862 - mmaction - INFO - Epoch [57][1040/1879] lr: 1.000e-03, eta: 22:57:34, time: 0.620, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3010, loss: 1.3010 2020-06-19 01:50:33,633 - mmaction - INFO - Epoch [57][1060/1879] lr: 1.000e-03, eta: 22:57:06, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1520, loss: 1.1520 2020-06-19 01:50:45,585 - mmaction - INFO - Epoch [57][1080/1879] lr: 1.000e-03, eta: 22:56:38, time: 0.599, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5067, loss: 1.5067 2020-06-19 01:50:56,275 - mmaction - INFO - Epoch [57][1100/1879] lr: 1.000e-03, eta: 22:56:10, time: 0.535, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1241, loss: 1.1241 2020-06-19 01:51:08,258 - mmaction - INFO - Epoch [57][1120/1879] lr: 1.000e-03, eta: 22:55:42, time: 0.598, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3498, loss: 1.3498 2020-06-19 01:51:21,146 - mmaction - INFO - Epoch [57][1140/1879] lr: 1.000e-03, eta: 22:55:16, time: 0.644, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2274, loss: 1.2274 2020-06-19 01:51:31,994 - mmaction - INFO - Epoch [57][1160/1879] lr: 1.000e-03, eta: 22:54:47, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2299, loss: 1.2299 2020-06-19 01:51:43,200 - mmaction - INFO - Epoch [57][1180/1879] lr: 1.000e-03, eta: 22:54:19, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3636, loss: 1.3636 2020-06-19 01:51:54,887 - mmaction - INFO - Epoch [57][1200/1879] lr: 1.000e-03, eta: 22:53:51, time: 0.585, data_time: 0.169, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.4803, loss: 1.4803 2020-06-19 01:52:06,834 - mmaction - INFO - Epoch [57][1220/1879] lr: 1.000e-03, eta: 22:53:24, time: 0.595, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0579, loss: 1.0579 2020-06-19 01:52:18,486 - mmaction - INFO - Epoch [57][1240/1879] lr: 1.000e-03, eta: 22:52:56, time: 0.584, data_time: 0.037, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3090, loss: 1.3090 2020-06-19 01:52:29,551 - mmaction - INFO - Epoch [57][1260/1879] lr: 1.000e-03, eta: 22:52:28, time: 0.554, data_time: 0.087, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3449, loss: 1.3449 2020-06-19 01:52:41,747 - mmaction - INFO - Epoch [57][1280/1879] lr: 1.000e-03, eta: 22:52:01, time: 0.608, data_time: 0.050, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4192, loss: 1.4192 2020-06-19 01:52:52,871 - mmaction - INFO - Epoch [57][1300/1879] lr: 1.000e-03, eta: 22:51:33, time: 0.556, data_time: 0.188, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5040, loss: 1.5040 2020-06-19 01:53:04,530 - mmaction - INFO - Epoch [57][1320/1879] lr: 1.000e-03, eta: 22:51:05, time: 0.585, data_time: 0.105, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1427, loss: 1.1427 2020-06-19 01:53:15,841 - mmaction - INFO - Epoch [57][1340/1879] lr: 1.000e-03, eta: 22:50:37, time: 0.564, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2233, loss: 1.2233 2020-06-19 01:53:27,335 - mmaction - INFO - Epoch [57][1360/1879] lr: 1.000e-03, eta: 22:50:09, time: 0.575, data_time: 0.038, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.2459, loss: 1.2459 2020-06-19 01:53:39,308 - mmaction - INFO - Epoch [57][1380/1879] lr: 1.000e-03, eta: 22:49:42, time: 0.599, data_time: 0.030, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3420, loss: 1.3420 2020-06-19 01:53:50,898 - mmaction - INFO - Epoch [57][1400/1879] lr: 1.000e-03, eta: 22:49:14, time: 0.580, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2172, loss: 1.2172 2020-06-19 01:54:02,384 - mmaction - INFO - Epoch [57][1420/1879] lr: 1.000e-03, eta: 22:48:46, time: 0.573, data_time: 0.018, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9214, loss: 0.9214 2020-06-19 01:54:13,709 - mmaction - INFO - Epoch [57][1440/1879] lr: 1.000e-03, eta: 22:48:18, time: 0.565, data_time: 0.081, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4231, loss: 1.4231 2020-06-19 01:54:25,435 - mmaction - INFO - Epoch [57][1460/1879] lr: 1.000e-03, eta: 22:47:51, time: 0.586, data_time: 0.086, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0788, loss: 1.0788 2020-06-19 01:54:37,162 - mmaction - INFO - Epoch [57][1480/1879] lr: 1.000e-03, eta: 22:47:23, time: 0.586, data_time: 0.056, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1081, loss: 1.1081 2020-06-19 01:54:48,044 - mmaction - INFO - Epoch [57][1500/1879] lr: 1.000e-03, eta: 22:46:55, time: 0.544, data_time: 0.016, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4307, loss: 1.4307 2020-06-19 01:55:00,378 - mmaction - INFO - Epoch [57][1520/1879] lr: 1.000e-03, eta: 22:46:28, time: 0.617, data_time: 0.041, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.2198, loss: 1.2198 2020-06-19 01:55:11,732 - mmaction - INFO - Epoch [57][1540/1879] lr: 1.000e-03, eta: 22:46:00, time: 0.568, data_time: 0.060, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.2351, loss: 1.2351 2020-06-19 01:55:23,014 - mmaction - INFO - Epoch [57][1560/1879] lr: 1.000e-03, eta: 22:45:32, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0358, loss: 1.0358 2020-06-19 01:55:33,807 - mmaction - INFO - Epoch [57][1580/1879] lr: 1.000e-03, eta: 22:45:04, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.2377, loss: 1.2377 2020-06-19 01:55:46,163 - mmaction - INFO - Epoch [57][1600/1879] lr: 1.000e-03, eta: 22:44:37, time: 0.619, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3380, loss: 1.3380 2020-06-19 01:55:57,501 - mmaction - INFO - Epoch [57][1620/1879] lr: 1.000e-03, eta: 22:44:09, time: 0.567, data_time: 0.001, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.5348, loss: 1.5348 2020-06-19 01:56:08,227 - mmaction - INFO - Epoch [57][1640/1879] lr: 1.000e-03, eta: 22:43:40, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2986, loss: 1.2986 2020-06-19 01:56:20,100 - mmaction - INFO - Epoch [57][1660/1879] lr: 1.000e-03, eta: 22:43:13, time: 0.593, data_time: 0.000, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6440, loss: 1.6440 2020-06-19 01:56:31,487 - mmaction - INFO - Epoch [57][1680/1879] lr: 1.000e-03, eta: 22:42:45, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3112, loss: 1.3112 2020-06-19 01:56:43,090 - mmaction - INFO - Epoch [57][1700/1879] lr: 1.000e-03, eta: 22:42:17, time: 0.580, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1336, loss: 1.1336 2020-06-19 01:56:54,920 - mmaction - INFO - Epoch [57][1720/1879] lr: 1.000e-03, eta: 22:41:50, time: 0.593, data_time: 0.052, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.4562, loss: 1.4562 2020-06-19 01:57:06,160 - mmaction - INFO - Epoch [57][1740/1879] lr: 1.000e-03, eta: 22:41:22, time: 0.562, data_time: 0.121, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.3574, loss: 1.3574 2020-06-19 01:57:17,546 - mmaction - INFO - Epoch [57][1760/1879] lr: 1.000e-03, eta: 22:40:54, time: 0.568, data_time: 0.033, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6451, loss: 1.6451 2020-06-19 01:57:29,216 - mmaction - INFO - Epoch [57][1780/1879] lr: 1.000e-03, eta: 22:40:27, time: 0.583, data_time: 0.102, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3688, loss: 1.3688 2020-06-19 01:57:40,162 - mmaction - INFO - Epoch [57][1800/1879] lr: 1.000e-03, eta: 22:39:59, time: 0.547, data_time: 0.018, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3482, loss: 1.3482 2020-06-19 01:57:52,325 - mmaction - INFO - Epoch [57][1820/1879] lr: 1.000e-03, eta: 22:39:32, time: 0.610, data_time: 0.039, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9340, loss: 0.9340 2020-06-19 01:58:03,833 - mmaction - INFO - Epoch [57][1840/1879] lr: 1.000e-03, eta: 22:39:04, time: 0.573, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1467, loss: 1.1467 2020-06-19 01:58:15,090 - mmaction - INFO - Epoch [57][1860/1879] lr: 1.000e-03, eta: 22:38:36, time: 0.564, data_time: 0.003, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.5678, loss: 1.5678 2020-06-19 01:58:30,606 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-06-19 02:00:35,885 - mmaction - INFO - Epoch [58][20/1879] lr: 1.000e-03, eta: 22:39:10, time: 6.228, data_time: 5.640, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0988, loss: 1.0988 2020-06-19 02:00:47,883 - mmaction - INFO - Epoch [58][40/1879] lr: 1.000e-03, eta: 22:38:43, time: 0.601, data_time: 0.005, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1742, loss: 1.1742 2020-06-19 02:00:59,403 - mmaction - INFO - Epoch [58][60/1879] lr: 1.000e-03, eta: 22:38:15, time: 0.576, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.7937, loss_cls: 1.5874, loss: 1.5874 2020-06-19 02:01:10,990 - mmaction - INFO - Epoch [58][80/1879] lr: 1.000e-03, eta: 22:37:48, time: 0.578, data_time: 0.045, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4824, loss: 1.4824 2020-06-19 02:01:22,864 - mmaction - INFO - Epoch [58][100/1879] lr: 1.000e-03, eta: 22:37:20, time: 0.596, data_time: 0.034, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2311, loss: 1.2311 2020-06-19 02:01:34,103 - mmaction - INFO - Epoch [58][120/1879] lr: 1.000e-03, eta: 22:36:53, time: 0.561, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1757, loss: 1.1757 2020-06-19 02:01:46,474 - mmaction - INFO - Epoch [58][140/1879] lr: 1.000e-03, eta: 22:36:26, time: 0.618, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.2017, loss: 1.2017 2020-06-19 02:01:57,955 - mmaction - INFO - Epoch [58][160/1879] lr: 1.000e-03, eta: 22:35:58, time: 0.575, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1721, loss: 1.1721 2020-06-19 02:02:08,790 - mmaction - INFO - Epoch [58][180/1879] lr: 1.000e-03, eta: 22:35:30, time: 0.541, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.1156, loss: 1.1156 2020-06-19 02:02:20,188 - mmaction - INFO - Epoch [58][200/1879] lr: 1.000e-03, eta: 22:35:02, time: 0.571, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3564, loss: 1.3564 2020-06-19 02:02:31,353 - mmaction - INFO - Epoch [58][220/1879] lr: 1.000e-03, eta: 22:34:34, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3601, loss: 1.3601 2020-06-19 02:02:42,465 - mmaction - INFO - Epoch [58][240/1879] lr: 1.000e-03, eta: 22:34:06, time: 0.555, data_time: 0.001, memory: 5168, top1_acc: 0.6000, top5_acc: 0.9000, loss_cls: 1.4523, loss: 1.4523 2020-06-19 02:02:53,768 - mmaction - INFO - Epoch [58][260/1879] lr: 1.000e-03, eta: 22:33:39, time: 0.565, data_time: 0.025, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3575, loss: 1.3575 2020-06-19 02:03:04,900 - mmaction - INFO - Epoch [58][280/1879] lr: 1.000e-03, eta: 22:33:11, time: 0.557, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.3990, loss: 1.3990 2020-06-19 02:03:16,857 - mmaction - INFO - Epoch [58][300/1879] lr: 1.000e-03, eta: 22:32:44, time: 0.599, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5011, loss: 1.5011 2020-06-19 02:03:27,878 - mmaction - INFO - Epoch [58][320/1879] lr: 1.000e-03, eta: 22:32:16, time: 0.551, data_time: 0.084, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6213, loss: 1.6213 2020-06-19 02:03:39,356 - mmaction - INFO - Epoch [58][340/1879] lr: 1.000e-03, eta: 22:31:48, time: 0.574, data_time: 0.010, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1115, loss: 1.1115 2020-06-19 02:03:50,387 - mmaction - INFO - Epoch [58][360/1879] lr: 1.000e-03, eta: 22:31:20, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5356, loss: 1.5356 2020-06-19 02:04:03,380 - mmaction - INFO - Epoch [58][380/1879] lr: 1.000e-03, eta: 22:30:54, time: 0.650, data_time: 0.020, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1682, loss: 1.1682 2020-06-19 02:04:15,321 - mmaction - INFO - Epoch [58][400/1879] lr: 1.000e-03, eta: 22:30:27, time: 0.598, data_time: 0.013, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0483, loss: 1.0483 2020-06-19 02:04:26,487 - mmaction - INFO - Epoch [58][420/1879] lr: 1.000e-03, eta: 22:29:59, time: 0.555, data_time: 0.040, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8250, loss_cls: 1.3145, loss: 1.3145 2020-06-19 02:04:37,628 - mmaction - INFO - Epoch [58][440/1879] lr: 1.000e-03, eta: 22:29:31, time: 0.560, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1275, loss: 1.1275 2020-06-19 02:04:48,664 - mmaction - INFO - Epoch [58][460/1879] lr: 1.000e-03, eta: 22:29:03, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4810, loss: 1.4810 2020-06-19 02:05:00,115 - mmaction - INFO - Epoch [58][480/1879] lr: 1.000e-03, eta: 22:28:35, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4402, loss: 1.4402 2020-06-19 02:05:11,582 - mmaction - INFO - Epoch [58][500/1879] lr: 1.000e-03, eta: 22:28:08, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0574, loss: 1.0574 2020-06-19 02:05:22,930 - mmaction - INFO - Epoch [58][520/1879] lr: 1.000e-03, eta: 22:27:40, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.6047, loss: 1.6047 2020-06-19 02:05:33,410 - mmaction - INFO - Epoch [58][540/1879] lr: 1.000e-03, eta: 22:27:12, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9565, loss: 0.9565 2020-06-19 02:05:44,852 - mmaction - INFO - Epoch [58][560/1879] lr: 1.000e-03, eta: 22:26:44, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.1594, loss: 1.1594 2020-06-19 02:05:55,950 - mmaction - INFO - Epoch [58][580/1879] lr: 1.000e-03, eta: 22:26:17, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2924, loss: 1.2924 2020-06-19 02:06:07,628 - mmaction - INFO - Epoch [58][600/1879] lr: 1.000e-03, eta: 22:25:49, time: 0.583, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1535, loss: 1.1535 2020-06-19 02:06:18,184 - mmaction - INFO - Epoch [58][620/1879] lr: 1.000e-03, eta: 22:25:21, time: 0.530, data_time: 0.003, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8562, loss_cls: 1.4047, loss: 1.4047 2020-06-19 02:06:29,601 - mmaction - INFO - Epoch [58][640/1879] lr: 1.000e-03, eta: 22:24:54, time: 0.571, data_time: 0.027, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0968, loss: 1.0968 2020-06-19 02:06:41,654 - mmaction - INFO - Epoch [58][660/1879] lr: 1.000e-03, eta: 22:24:26, time: 0.601, data_time: 0.117, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1597, loss: 1.1597 2020-06-19 02:06:52,779 - mmaction - INFO - Epoch [58][680/1879] lr: 1.000e-03, eta: 22:23:59, time: 0.558, data_time: 0.107, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1465, loss: 1.1465 2020-06-19 02:07:03,775 - mmaction - INFO - Epoch [58][700/1879] lr: 1.000e-03, eta: 22:23:31, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2719, loss: 1.2719 2020-06-19 02:07:15,563 - mmaction - INFO - Epoch [58][720/1879] lr: 1.000e-03, eta: 22:23:04, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2960, loss: 1.2960 2020-06-19 02:07:27,085 - mmaction - INFO - Epoch [58][740/1879] lr: 1.000e-03, eta: 22:22:36, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0672, loss: 1.0672 2020-06-19 02:07:38,014 - mmaction - INFO - Epoch [58][760/1879] lr: 1.000e-03, eta: 22:22:08, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1945, loss: 1.1945 2020-06-19 02:07:49,388 - mmaction - INFO - Epoch [58][780/1879] lr: 1.000e-03, eta: 22:21:41, time: 0.571, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3150, loss: 1.3150 2020-06-19 02:08:00,834 - mmaction - INFO - Epoch [58][800/1879] lr: 1.000e-03, eta: 22:21:13, time: 0.573, data_time: 0.058, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2346, loss: 1.2346 2020-06-19 02:08:12,479 - mmaction - INFO - Epoch [58][820/1879] lr: 1.000e-03, eta: 22:20:46, time: 0.580, data_time: 0.011, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3084, loss: 1.3084 2020-06-19 02:08:22,794 - mmaction - INFO - Epoch [58][840/1879] lr: 1.000e-03, eta: 22:20:18, time: 0.517, data_time: 0.073, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2199, loss: 1.2199 2020-06-19 02:08:34,464 - mmaction - INFO - Epoch [58][860/1879] lr: 1.000e-03, eta: 22:19:51, time: 0.583, data_time: 0.137, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2580, loss: 1.2580 2020-06-19 02:08:45,687 - mmaction - INFO - Epoch [58][880/1879] lr: 1.000e-03, eta: 22:19:23, time: 0.560, data_time: 0.115, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2139, loss: 1.2139 2020-06-19 02:08:56,017 - mmaction - INFO - Epoch [58][900/1879] lr: 1.000e-03, eta: 22:18:55, time: 0.518, data_time: 0.100, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3293, loss: 1.3293 2020-06-19 02:09:07,093 - mmaction - INFO - Epoch [58][920/1879] lr: 1.000e-03, eta: 22:18:27, time: 0.553, data_time: 0.129, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1188, loss: 1.1188 2020-06-19 02:09:18,491 - mmaction - INFO - Epoch [58][940/1879] lr: 1.000e-03, eta: 22:17:59, time: 0.569, data_time: 0.233, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1890, loss: 1.1890 2020-06-19 02:09:29,465 - mmaction - INFO - Epoch [58][960/1879] lr: 1.000e-03, eta: 22:17:32, time: 0.549, data_time: 0.164, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3475, loss: 1.3475 2020-06-19 02:09:40,619 - mmaction - INFO - Epoch [58][980/1879] lr: 1.000e-03, eta: 22:17:04, time: 0.556, data_time: 0.041, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2498, loss: 1.2498 2020-06-19 02:09:51,228 - mmaction - INFO - Epoch [58][1000/1879] lr: 1.000e-03, eta: 22:16:36, time: 0.532, data_time: 0.034, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4748, loss: 1.4748 2020-06-19 02:10:02,900 - mmaction - INFO - Epoch [58][1020/1879] lr: 1.000e-03, eta: 22:16:09, time: 0.583, data_time: 0.097, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.2813, loss: 1.2813 2020-06-19 02:10:13,605 - mmaction - INFO - Epoch [58][1040/1879] lr: 1.000e-03, eta: 22:15:41, time: 0.537, data_time: 0.014, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1386, loss: 1.1386 2020-06-19 02:10:25,079 - mmaction - INFO - Epoch [58][1060/1879] lr: 1.000e-03, eta: 22:15:13, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.4389, loss: 1.4389 2020-06-19 02:10:36,006 - mmaction - INFO - Epoch [58][1080/1879] lr: 1.000e-03, eta: 22:14:46, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0291, loss: 1.0291 2020-06-19 02:10:46,467 - mmaction - INFO - Epoch [58][1100/1879] lr: 1.000e-03, eta: 22:14:17, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.2227, loss: 1.2227 2020-06-19 02:10:57,174 - mmaction - INFO - Epoch [58][1120/1879] lr: 1.000e-03, eta: 22:13:50, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2282, loss: 1.2282 2020-06-19 02:11:08,348 - mmaction - INFO - Epoch [58][1140/1879] lr: 1.000e-03, eta: 22:13:22, time: 0.558, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0977, loss: 1.0977 2020-06-19 02:11:19,196 - mmaction - INFO - Epoch [58][1160/1879] lr: 1.000e-03, eta: 22:12:54, time: 0.542, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2626, loss: 1.2626 2020-06-19 02:11:30,462 - mmaction - INFO - Epoch [58][1180/1879] lr: 1.000e-03, eta: 22:12:27, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2965, loss: 1.2965 2020-06-19 02:11:41,303 - mmaction - INFO - Epoch [58][1200/1879] lr: 1.000e-03, eta: 22:11:59, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.2909, loss: 1.2909 2020-06-19 02:11:52,560 - mmaction - INFO - Epoch [58][1220/1879] lr: 1.000e-03, eta: 22:11:31, time: 0.564, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3381, loss: 1.3381 2020-06-19 02:12:03,385 - mmaction - INFO - Epoch [58][1240/1879] lr: 1.000e-03, eta: 22:11:04, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0969, loss: 1.0969 2020-06-19 02:12:15,190 - mmaction - INFO - Epoch [58][1260/1879] lr: 1.000e-03, eta: 22:10:37, time: 0.588, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9125, loss_cls: 1.1032, loss: 1.1032 2020-06-19 02:12:25,542 - mmaction - INFO - Epoch [58][1280/1879] lr: 1.000e-03, eta: 22:10:08, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2910, loss: 1.2910 2020-06-19 02:12:36,739 - mmaction - INFO - Epoch [58][1300/1879] lr: 1.000e-03, eta: 22:09:41, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3047, loss: 1.3047 2020-06-19 02:12:47,149 - mmaction - INFO - Epoch [58][1320/1879] lr: 1.000e-03, eta: 22:09:13, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1358, loss: 1.1358 2020-06-19 02:12:58,305 - mmaction - INFO - Epoch [58][1340/1879] lr: 1.000e-03, eta: 22:08:45, time: 0.556, data_time: 0.075, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2838, loss: 1.2838 2020-06-19 02:13:10,023 - mmaction - INFO - Epoch [58][1360/1879] lr: 1.000e-03, eta: 22:08:18, time: 0.588, data_time: 0.102, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.6194, loss: 1.6194 2020-06-19 02:13:21,657 - mmaction - INFO - Epoch [58][1380/1879] lr: 1.000e-03, eta: 22:07:51, time: 0.582, data_time: 0.031, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.3509, loss: 1.3509 2020-06-19 02:13:32,164 - mmaction - INFO - Epoch [58][1400/1879] lr: 1.000e-03, eta: 22:07:23, time: 0.525, data_time: 0.056, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2383, loss: 1.2383 2020-06-19 02:13:43,151 - mmaction - INFO - Epoch [58][1420/1879] lr: 1.000e-03, eta: 22:06:56, time: 0.549, data_time: 0.068, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4119, loss: 1.4119 2020-06-19 02:13:54,402 - mmaction - INFO - Epoch [58][1440/1879] lr: 1.000e-03, eta: 22:06:28, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.4305, loss: 1.4305 2020-06-19 02:14:05,136 - mmaction - INFO - Epoch [58][1460/1879] lr: 1.000e-03, eta: 22:06:00, time: 0.539, data_time: 0.006, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.8645, loss: 0.8645 2020-06-19 02:14:16,300 - mmaction - INFO - Epoch [58][1480/1879] lr: 1.000e-03, eta: 22:05:33, time: 0.556, data_time: 0.004, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0072, loss: 1.0072 2020-06-19 02:14:27,367 - mmaction - INFO - Epoch [58][1500/1879] lr: 1.000e-03, eta: 22:05:05, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0202, loss: 1.0202 2020-06-19 02:14:38,676 - mmaction - INFO - Epoch [58][1520/1879] lr: 1.000e-03, eta: 22:04:38, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2120, loss: 1.2120 2020-06-19 02:14:49,277 - mmaction - INFO - Epoch [58][1540/1879] lr: 1.000e-03, eta: 22:04:10, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1676, loss: 1.1676 2020-06-19 02:15:00,269 - mmaction - INFO - Epoch [58][1560/1879] lr: 1.000e-03, eta: 22:03:43, time: 0.548, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2681, loss: 1.2681 2020-06-19 02:15:11,535 - mmaction - INFO - Epoch [58][1580/1879] lr: 1.000e-03, eta: 22:03:15, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1347, loss: 1.1347 2020-06-19 02:15:22,408 - mmaction - INFO - Epoch [58][1600/1879] lr: 1.000e-03, eta: 22:02:48, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1350, loss: 1.1350 2020-06-19 02:15:33,215 - mmaction - INFO - Epoch [58][1620/1879] lr: 1.000e-03, eta: 22:02:20, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1601, loss: 1.1601 2020-06-19 02:15:44,947 - mmaction - INFO - Epoch [58][1640/1879] lr: 1.000e-03, eta: 22:01:53, time: 0.585, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.3498, loss: 1.3498 2020-06-19 02:15:55,563 - mmaction - INFO - Epoch [58][1660/1879] lr: 1.000e-03, eta: 22:01:25, time: 0.532, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2260, loss: 1.2260 2020-06-19 02:16:06,373 - mmaction - INFO - Epoch [58][1680/1879] lr: 1.000e-03, eta: 22:00:58, time: 0.540, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9625, loss: 0.9625 2020-06-19 02:16:17,668 - mmaction - INFO - Epoch [58][1700/1879] lr: 1.000e-03, eta: 22:00:30, time: 0.562, data_time: 0.028, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8750, loss_cls: 1.0303, loss: 1.0303 2020-06-19 02:16:28,318 - mmaction - INFO - Epoch [58][1720/1879] lr: 1.000e-03, eta: 22:00:02, time: 0.535, data_time: 0.038, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1056, loss: 1.1056 2020-06-19 02:16:39,129 - mmaction - INFO - Epoch [58][1740/1879] lr: 1.000e-03, eta: 21:59:35, time: 0.539, data_time: 0.021, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2291, loss: 1.2291 2020-06-19 02:16:50,488 - mmaction - INFO - Epoch [58][1760/1879] lr: 1.000e-03, eta: 21:59:08, time: 0.569, data_time: 0.074, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9062, loss_cls: 1.1620, loss: 1.1620 2020-06-19 02:17:01,182 - mmaction - INFO - Epoch [58][1780/1879] lr: 1.000e-03, eta: 21:58:40, time: 0.535, data_time: 0.059, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1998, loss: 1.1998 2020-06-19 02:17:12,200 - mmaction - INFO - Epoch [58][1800/1879] lr: 1.000e-03, eta: 21:58:12, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2423, loss: 1.2423 2020-06-19 02:17:23,983 - mmaction - INFO - Epoch [58][1820/1879] lr: 1.000e-03, eta: 21:57:46, time: 0.590, data_time: 0.037, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2034, loss: 1.2034 2020-06-19 02:17:34,406 - mmaction - INFO - Epoch [58][1840/1879] lr: 1.000e-03, eta: 21:57:18, time: 0.520, data_time: 0.056, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1744, loss: 1.1744 2020-06-19 02:17:46,532 - mmaction - INFO - Epoch [58][1860/1879] lr: 1.000e-03, eta: 21:56:51, time: 0.607, data_time: 0.017, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.3733, loss: 1.3733 2020-06-19 02:18:01,962 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-06-19 02:19:59,956 - mmaction - INFO - Epoch [59][20/1879] lr: 1.000e-03, eta: 21:57:16, time: 5.822, data_time: 5.257, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.2862, loss: 1.2862 2020-06-19 02:20:11,025 - mmaction - INFO - Epoch [59][40/1879] lr: 1.000e-03, eta: 21:56:48, time: 0.555, data_time: 0.008, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3557, loss: 1.3557 2020-06-19 02:20:21,253 - mmaction - INFO - Epoch [59][60/1879] lr: 1.000e-03, eta: 21:56:20, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.2379, loss: 1.2379 2020-06-19 02:20:32,170 - mmaction - INFO - Epoch [59][80/1879] lr: 1.000e-03, eta: 21:55:53, time: 0.547, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8187, loss_cls: 1.4546, loss: 1.4546 2020-06-19 02:20:43,285 - mmaction - INFO - Epoch [59][100/1879] lr: 1.000e-03, eta: 21:55:25, time: 0.555, data_time: 0.024, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2862, loss: 1.2862 2020-06-19 02:20:54,043 - mmaction - INFO - Epoch [59][120/1879] lr: 1.000e-03, eta: 21:54:58, time: 0.540, data_time: 0.047, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2359, loss: 1.2359 2020-06-19 02:21:05,261 - mmaction - INFO - Epoch [59][140/1879] lr: 1.000e-03, eta: 21:54:31, time: 0.560, data_time: 0.017, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.1851, loss: 1.1851 2020-06-19 02:21:16,295 - mmaction - INFO - Epoch [59][160/1879] lr: 1.000e-03, eta: 21:54:03, time: 0.552, data_time: 0.071, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2135, loss: 1.2135 2020-06-19 02:21:27,466 - mmaction - INFO - Epoch [59][180/1879] lr: 1.000e-03, eta: 21:53:36, time: 0.558, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0553, loss: 1.0553 2020-06-19 02:21:38,468 - mmaction - INFO - Epoch [59][200/1879] lr: 1.000e-03, eta: 21:53:08, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3317, loss: 1.3317 2020-06-19 02:21:48,578 - mmaction - INFO - Epoch [59][220/1879] lr: 1.000e-03, eta: 21:52:40, time: 0.507, data_time: 0.054, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0628, loss: 1.0628 2020-06-19 02:22:00,163 - mmaction - INFO - Epoch [59][240/1879] lr: 1.000e-03, eta: 21:52:13, time: 0.578, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2818, loss: 1.2818 2020-06-19 02:22:11,114 - mmaction - INFO - Epoch [59][260/1879] lr: 1.000e-03, eta: 21:51:46, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2701, loss: 1.2701 2020-06-19 02:22:21,649 - mmaction - INFO - Epoch [59][280/1879] lr: 1.000e-03, eta: 21:51:18, time: 0.527, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3693, loss: 1.3693 2020-06-19 02:22:32,669 - mmaction - INFO - Epoch [59][300/1879] lr: 1.000e-03, eta: 21:50:51, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2227, loss: 1.2227 2020-06-19 02:22:43,737 - mmaction - INFO - Epoch [59][320/1879] lr: 1.000e-03, eta: 21:50:24, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3575, loss: 1.3575 2020-06-19 02:22:54,098 - mmaction - INFO - Epoch [59][340/1879] lr: 1.000e-03, eta: 21:49:56, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5254, loss: 1.5254 2020-06-19 02:23:05,948 - mmaction - INFO - Epoch [59][360/1879] lr: 1.000e-03, eta: 21:49:29, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2388, loss: 1.2388 2020-06-19 02:23:16,913 - mmaction - INFO - Epoch [59][380/1879] lr: 1.000e-03, eta: 21:49:02, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3018, loss: 1.3018 2020-06-19 02:23:28,514 - mmaction - INFO - Epoch [59][400/1879] lr: 1.000e-03, eta: 21:48:35, time: 0.584, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2169, loss: 1.2169 2020-06-19 02:23:38,461 - mmaction - INFO - Epoch [59][420/1879] lr: 1.000e-03, eta: 21:48:07, time: 0.495, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2501, loss: 1.2501 2020-06-19 02:23:50,654 - mmaction - INFO - Epoch [59][440/1879] lr: 1.000e-03, eta: 21:47:40, time: 0.610, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.4107, loss: 1.4107 2020-06-19 02:24:01,532 - mmaction - INFO - Epoch [59][460/1879] lr: 1.000e-03, eta: 21:47:13, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 1.0775, loss: 1.0775 2020-06-19 02:24:13,128 - mmaction - INFO - Epoch [59][480/1879] lr: 1.000e-03, eta: 21:46:46, time: 0.580, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1388, loss: 1.1388 2020-06-19 02:24:23,897 - mmaction - INFO - Epoch [59][500/1879] lr: 1.000e-03, eta: 21:46:18, time: 0.539, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2246, loss: 1.2246 2020-06-19 02:24:34,462 - mmaction - INFO - Epoch [59][520/1879] lr: 1.000e-03, eta: 21:45:51, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2038, loss: 1.2038 2020-06-19 02:24:46,405 - mmaction - INFO - Epoch [59][540/1879] lr: 1.000e-03, eta: 21:45:24, time: 0.597, data_time: 0.022, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3117, loss: 1.3117 2020-06-19 02:24:57,879 - mmaction - INFO - Epoch [59][560/1879] lr: 1.000e-03, eta: 21:44:57, time: 0.575, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4542, loss: 1.4542 2020-06-19 02:25:09,572 - mmaction - INFO - Epoch [59][580/1879] lr: 1.000e-03, eta: 21:44:31, time: 0.582, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2335, loss: 1.2335 2020-06-19 02:25:19,317 - mmaction - INFO - Epoch [59][600/1879] lr: 1.000e-03, eta: 21:44:02, time: 0.488, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.3466, loss: 1.3466 2020-06-19 02:25:31,007 - mmaction - INFO - Epoch [59][620/1879] lr: 1.000e-03, eta: 21:43:36, time: 0.584, data_time: 0.030, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.4645, loss: 1.4645 2020-06-19 02:25:42,043 - mmaction - INFO - Epoch [59][640/1879] lr: 1.000e-03, eta: 21:43:08, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.4327, loss: 1.4327 2020-06-19 02:25:53,212 - mmaction - INFO - Epoch [59][660/1879] lr: 1.000e-03, eta: 21:42:41, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1761, loss: 1.1761 2020-06-19 02:26:03,550 - mmaction - INFO - Epoch [59][680/1879] lr: 1.000e-03, eta: 21:42:13, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2658, loss: 1.2658 2020-06-19 02:26:14,918 - mmaction - INFO - Epoch [59][700/1879] lr: 1.000e-03, eta: 21:41:47, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2499, loss: 1.2499 2020-06-19 02:26:25,421 - mmaction - INFO - Epoch [59][720/1879] lr: 1.000e-03, eta: 21:41:19, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1569, loss: 1.1569 2020-06-19 02:26:36,093 - mmaction - INFO - Epoch [59][740/1879] lr: 1.000e-03, eta: 21:40:51, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3326, loss: 1.3326 2020-06-19 02:26:48,036 - mmaction - INFO - Epoch [59][760/1879] lr: 1.000e-03, eta: 21:40:25, time: 0.598, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2889, loss: 1.2889 2020-06-19 02:26:58,443 - mmaction - INFO - Epoch [59][780/1879] lr: 1.000e-03, eta: 21:39:57, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.2918, loss: 1.2918 2020-06-19 02:27:09,597 - mmaction - INFO - Epoch [59][800/1879] lr: 1.000e-03, eta: 21:39:30, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9250, loss_cls: 0.9474, loss: 0.9474 2020-06-19 02:27:20,482 - mmaction - INFO - Epoch [59][820/1879] lr: 1.000e-03, eta: 21:39:03, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4394, loss: 1.4394 2020-06-19 02:27:32,512 - mmaction - INFO - Epoch [59][840/1879] lr: 1.000e-03, eta: 21:38:36, time: 0.601, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3459, loss: 1.3459 2020-06-19 02:27:42,604 - mmaction - INFO - Epoch [59][860/1879] lr: 1.000e-03, eta: 21:38:09, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0846, loss: 1.0846 2020-06-19 02:27:53,767 - mmaction - INFO - Epoch [59][880/1879] lr: 1.000e-03, eta: 21:37:41, time: 0.558, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1347, loss: 1.1347 2020-06-19 02:28:04,711 - mmaction - INFO - Epoch [59][900/1879] lr: 1.000e-03, eta: 21:37:14, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9420, loss: 0.9420 2020-06-19 02:28:15,697 - mmaction - INFO - Epoch [59][920/1879] lr: 1.000e-03, eta: 21:36:47, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0755, loss: 1.0755 2020-06-19 02:28:26,702 - mmaction - INFO - Epoch [59][940/1879] lr: 1.000e-03, eta: 21:36:20, time: 0.549, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3116, loss: 1.3116 2020-06-19 02:28:37,363 - mmaction - INFO - Epoch [59][960/1879] lr: 1.000e-03, eta: 21:35:52, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2979, loss: 1.2979 2020-06-19 02:28:48,669 - mmaction - INFO - Epoch [59][980/1879] lr: 1.000e-03, eta: 21:35:26, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2947, loss: 1.2947 2020-06-19 02:29:00,135 - mmaction - INFO - Epoch [59][1000/1879] lr: 1.000e-03, eta: 21:34:59, time: 0.577, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2596, loss: 1.2596 2020-06-19 02:29:10,824 - mmaction - INFO - Epoch [59][1020/1879] lr: 1.000e-03, eta: 21:34:31, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2067, loss: 1.2067 2020-06-19 02:29:22,529 - mmaction - INFO - Epoch [59][1040/1879] lr: 1.000e-03, eta: 21:34:05, time: 0.585, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8187, loss_cls: 1.3768, loss: 1.3768 2020-06-19 02:29:33,646 - mmaction - INFO - Epoch [59][1060/1879] lr: 1.000e-03, eta: 21:33:38, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0084, loss: 1.0084 2020-06-19 02:29:45,330 - mmaction - INFO - Epoch [59][1080/1879] lr: 1.000e-03, eta: 21:33:11, time: 0.582, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4740, loss: 1.4740 2020-06-19 02:29:55,461 - mmaction - INFO - Epoch [59][1100/1879] lr: 1.000e-03, eta: 21:32:43, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1319, loss: 1.1319 2020-06-19 02:30:06,396 - mmaction - INFO - Epoch [59][1120/1879] lr: 1.000e-03, eta: 21:32:16, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.1400, loss: 1.1400 2020-06-19 02:30:17,963 - mmaction - INFO - Epoch [59][1140/1879] lr: 1.000e-03, eta: 21:31:50, time: 0.576, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9808, loss: 0.9808 2020-06-19 02:30:29,337 - mmaction - INFO - Epoch [59][1160/1879] lr: 1.000e-03, eta: 21:31:23, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2482, loss: 1.2482 2020-06-19 02:30:39,256 - mmaction - INFO - Epoch [59][1180/1879] lr: 1.000e-03, eta: 21:30:55, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2902, loss: 1.2902 2020-06-19 02:30:49,942 - mmaction - INFO - Epoch [59][1200/1879] lr: 1.000e-03, eta: 21:30:28, time: 0.533, data_time: 0.008, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4580, loss: 1.4580 2020-06-19 02:31:00,789 - mmaction - INFO - Epoch [59][1220/1879] lr: 1.000e-03, eta: 21:30:00, time: 0.542, data_time: 0.006, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4185, loss: 1.4185 2020-06-19 02:31:12,139 - mmaction - INFO - Epoch [59][1240/1879] lr: 1.000e-03, eta: 21:29:34, time: 0.568, data_time: 0.041, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3735, loss: 1.3735 2020-06-19 02:31:22,958 - mmaction - INFO - Epoch [59][1260/1879] lr: 1.000e-03, eta: 21:29:06, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3508, loss: 1.3508 2020-06-19 02:31:34,481 - mmaction - INFO - Epoch [59][1280/1879] lr: 1.000e-03, eta: 21:28:40, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2241, loss: 1.2241 2020-06-19 02:31:45,061 - mmaction - INFO - Epoch [59][1300/1879] lr: 1.000e-03, eta: 21:28:12, time: 0.532, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.0607, loss: 1.0607 2020-06-19 02:31:55,963 - mmaction - INFO - Epoch [59][1320/1879] lr: 1.000e-03, eta: 21:27:45, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1782, loss: 1.1782 2020-06-19 02:32:06,662 - mmaction - INFO - Epoch [59][1340/1879] lr: 1.000e-03, eta: 21:27:18, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1719, loss: 1.1719 2020-06-19 02:32:17,582 - mmaction - INFO - Epoch [59][1360/1879] lr: 1.000e-03, eta: 21:26:51, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0886, loss: 1.0886 2020-06-19 02:32:29,118 - mmaction - INFO - Epoch [59][1380/1879] lr: 1.000e-03, eta: 21:26:24, time: 0.577, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3116, loss: 1.3116 2020-06-19 02:32:39,586 - mmaction - INFO - Epoch [59][1400/1879] lr: 1.000e-03, eta: 21:25:57, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3336, loss: 1.3336 2020-06-19 02:32:51,090 - mmaction - INFO - Epoch [59][1420/1879] lr: 1.000e-03, eta: 21:25:30, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2752, loss: 1.2752 2020-06-19 02:33:01,622 - mmaction - INFO - Epoch [59][1440/1879] lr: 1.000e-03, eta: 21:25:03, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2611, loss: 1.2611 2020-06-19 02:33:13,076 - mmaction - INFO - Epoch [59][1460/1879] lr: 1.000e-03, eta: 21:24:36, time: 0.573, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1068, loss: 1.1068 2020-06-19 02:33:24,683 - mmaction - INFO - Epoch [59][1480/1879] lr: 1.000e-03, eta: 21:24:10, time: 0.581, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9125, loss_cls: 1.2068, loss: 1.2068 2020-06-19 02:33:35,121 - mmaction - INFO - Epoch [59][1500/1879] lr: 1.000e-03, eta: 21:23:42, time: 0.523, data_time: 0.045, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1710, loss: 1.1710 2020-06-19 02:33:45,915 - mmaction - INFO - Epoch [59][1520/1879] lr: 1.000e-03, eta: 21:23:15, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2983, loss: 1.2983 2020-06-19 02:33:57,377 - mmaction - INFO - Epoch [59][1540/1879] lr: 1.000e-03, eta: 21:22:49, time: 0.574, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1564, loss: 1.1564 2020-06-19 02:34:08,067 - mmaction - INFO - Epoch [59][1560/1879] lr: 1.000e-03, eta: 21:22:21, time: 0.535, data_time: 0.003, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.5498, loss: 1.5498 2020-06-19 02:34:18,826 - mmaction - INFO - Epoch [59][1580/1879] lr: 1.000e-03, eta: 21:21:54, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2971, loss: 1.2971 2020-06-19 02:34:29,809 - mmaction - INFO - Epoch [59][1600/1879] lr: 1.000e-03, eta: 21:21:27, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 0.9764, loss: 0.9764 2020-06-19 02:34:40,728 - mmaction - INFO - Epoch [59][1620/1879] lr: 1.000e-03, eta: 21:21:00, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2366, loss: 1.2366 2020-06-19 02:34:51,694 - mmaction - INFO - Epoch [59][1640/1879] lr: 1.000e-03, eta: 21:20:33, time: 0.549, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2191, loss: 1.2191 2020-06-19 02:35:03,555 - mmaction - INFO - Epoch [59][1660/1879] lr: 1.000e-03, eta: 21:20:07, time: 0.592, data_time: 0.036, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2413, loss: 1.2413 2020-06-19 02:35:14,864 - mmaction - INFO - Epoch [59][1680/1879] lr: 1.000e-03, eta: 21:19:40, time: 0.568, data_time: 0.004, memory: 5168, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6086, loss: 1.6086 2020-06-19 02:35:25,679 - mmaction - INFO - Epoch [59][1700/1879] lr: 1.000e-03, eta: 21:19:13, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9713, loss: 0.9713 2020-06-19 02:35:36,405 - mmaction - INFO - Epoch [59][1720/1879] lr: 1.000e-03, eta: 21:18:46, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1720, loss: 1.1720 2020-06-19 02:35:47,755 - mmaction - INFO - Epoch [59][1740/1879] lr: 1.000e-03, eta: 21:18:20, time: 0.568, data_time: 0.005, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1520, loss: 1.1520 2020-06-19 02:35:59,542 - mmaction - INFO - Epoch [59][1760/1879] lr: 1.000e-03, eta: 21:17:53, time: 0.588, data_time: 0.078, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9313, loss_cls: 1.1303, loss: 1.1303 2020-06-19 02:36:09,624 - mmaction - INFO - Epoch [59][1780/1879] lr: 1.000e-03, eta: 21:17:26, time: 0.504, data_time: 0.039, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1233, loss: 1.1233 2020-06-19 02:36:20,605 - mmaction - INFO - Epoch [59][1800/1879] lr: 1.000e-03, eta: 21:16:59, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2609, loss: 1.2609 2020-06-19 02:36:32,357 - mmaction - INFO - Epoch [59][1820/1879] lr: 1.000e-03, eta: 21:16:33, time: 0.587, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.1904, loss: 1.1904 2020-06-19 02:36:44,283 - mmaction - INFO - Epoch [59][1840/1879] lr: 1.000e-03, eta: 21:16:06, time: 0.598, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.2929, loss: 1.2929 2020-06-19 02:36:54,238 - mmaction - INFO - Epoch [59][1860/1879] lr: 1.000e-03, eta: 21:15:39, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3605, loss: 1.3605 2020-06-19 02:37:09,336 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-06-19 02:39:17,130 - mmaction - INFO - Epoch [60][20/1879] lr: 1.000e-03, eta: 21:16:10, time: 6.364, data_time: 5.769, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0625, loss: 1.0625 2020-06-19 02:39:29,612 - mmaction - INFO - Epoch [60][40/1879] lr: 1.000e-03, eta: 21:15:44, time: 0.624, data_time: 0.007, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0521, loss: 1.0521 2020-06-19 02:39:41,548 - mmaction - INFO - Epoch [60][60/1879] lr: 1.000e-03, eta: 21:15:18, time: 0.597, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3827, loss: 1.3827 2020-06-19 02:39:54,709 - mmaction - INFO - Epoch [60][80/1879] lr: 1.000e-03, eta: 21:14:53, time: 0.660, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2598, loss: 1.2598 2020-06-19 02:40:06,662 - mmaction - INFO - Epoch [60][100/1879] lr: 1.000e-03, eta: 21:14:27, time: 0.597, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1671, loss: 1.1671 2020-06-19 02:40:17,242 - mmaction - INFO - Epoch [60][120/1879] lr: 1.000e-03, eta: 21:13:59, time: 0.527, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6086, loss: 1.6086 2020-06-19 02:40:27,487 - mmaction - INFO - Epoch [60][140/1879] lr: 1.000e-03, eta: 21:13:32, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3050, loss: 1.3050 2020-06-19 02:40:38,518 - mmaction - INFO - Epoch [60][160/1879] lr: 1.000e-03, eta: 21:13:05, time: 0.553, data_time: 0.004, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3716, loss: 1.3716 2020-06-19 02:40:48,789 - mmaction - INFO - Epoch [60][180/1879] lr: 1.000e-03, eta: 21:12:38, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1724, loss: 1.1724 2020-06-19 02:40:58,994 - mmaction - INFO - Epoch [60][200/1879] lr: 1.000e-03, eta: 21:12:10, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2043, loss: 1.2043 2020-06-19 02:41:09,034 - mmaction - INFO - Epoch [60][220/1879] lr: 1.000e-03, eta: 21:11:43, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1957, loss: 1.1957 2020-06-19 02:41:19,914 - mmaction - INFO - Epoch [60][240/1879] lr: 1.000e-03, eta: 21:11:16, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3684, loss: 1.3684 2020-06-19 02:41:31,205 - mmaction - INFO - Epoch [60][260/1879] lr: 1.000e-03, eta: 21:10:49, time: 0.564, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2257, loss: 1.2257 2020-06-19 02:41:41,583 - mmaction - INFO - Epoch [60][280/1879] lr: 1.000e-03, eta: 21:10:22, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3233, loss: 1.3233 2020-06-19 02:41:51,333 - mmaction - INFO - Epoch [60][300/1879] lr: 1.000e-03, eta: 21:09:54, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1914, loss: 1.1914 2020-06-19 02:42:02,463 - mmaction - INFO - Epoch [60][320/1879] lr: 1.000e-03, eta: 21:09:27, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2309, loss: 1.2309 2020-06-19 02:42:13,059 - mmaction - INFO - Epoch [60][340/1879] lr: 1.000e-03, eta: 21:09:00, time: 0.532, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1106, loss: 1.1106 2020-06-19 02:42:23,877 - mmaction - INFO - Epoch [60][360/1879] lr: 1.000e-03, eta: 21:08:33, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2242, loss: 1.2242 2020-06-19 02:42:33,654 - mmaction - INFO - Epoch [60][380/1879] lr: 1.000e-03, eta: 21:08:06, time: 0.489, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.3251, loss: 1.3251 2020-06-19 02:42:44,096 - mmaction - INFO - Epoch [60][400/1879] lr: 1.000e-03, eta: 21:07:39, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1783, loss: 1.1783 2020-06-19 02:42:55,067 - mmaction - INFO - Epoch [60][420/1879] lr: 1.000e-03, eta: 21:07:12, time: 0.547, data_time: 0.096, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1437, loss: 1.1437 2020-06-19 02:43:05,807 - mmaction - INFO - Epoch [60][440/1879] lr: 1.000e-03, eta: 21:06:45, time: 0.537, data_time: 0.077, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2700, loss: 1.2700 2020-06-19 02:43:16,393 - mmaction - INFO - Epoch [60][460/1879] lr: 1.000e-03, eta: 21:06:18, time: 0.532, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3004, loss: 1.3004 2020-06-19 02:43:26,768 - mmaction - INFO - Epoch [60][480/1879] lr: 1.000e-03, eta: 21:05:51, time: 0.517, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8187, loss_cls: 1.4184, loss: 1.4184 2020-06-19 02:43:36,766 - mmaction - INFO - Epoch [60][500/1879] lr: 1.000e-03, eta: 21:05:23, time: 0.500, data_time: 0.032, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3473, loss: 1.3473 2020-06-19 02:43:47,889 - mmaction - INFO - Epoch [60][520/1879] lr: 1.000e-03, eta: 21:04:56, time: 0.558, data_time: 0.009, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3935, loss: 1.3935 2020-06-19 02:43:58,338 - mmaction - INFO - Epoch [60][540/1879] lr: 1.000e-03, eta: 21:04:29, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3794, loss: 1.3794 2020-06-19 02:44:09,371 - mmaction - INFO - Epoch [60][560/1879] lr: 1.000e-03, eta: 21:04:03, time: 0.552, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2744, loss: 1.2744 2020-06-19 02:44:19,920 - mmaction - INFO - Epoch [60][580/1879] lr: 1.000e-03, eta: 21:03:36, time: 0.527, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1569, loss: 1.1569 2020-06-19 02:44:30,838 - mmaction - INFO - Epoch [60][600/1879] lr: 1.000e-03, eta: 21:03:09, time: 0.544, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1336, loss: 1.1336 2020-06-19 02:44:41,504 - mmaction - INFO - Epoch [60][620/1879] lr: 1.000e-03, eta: 21:02:42, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3549, loss: 1.3549 2020-06-19 02:44:51,931 - mmaction - INFO - Epoch [60][640/1879] lr: 1.000e-03, eta: 21:02:15, time: 0.520, data_time: 0.062, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3107, loss: 1.3107 2020-06-19 02:45:02,663 - mmaction - INFO - Epoch [60][660/1879] lr: 1.000e-03, eta: 21:01:48, time: 0.537, data_time: 0.193, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3291, loss: 1.3291 2020-06-19 02:45:13,108 - mmaction - INFO - Epoch [60][680/1879] lr: 1.000e-03, eta: 21:01:21, time: 0.522, data_time: 0.077, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0530, loss: 1.0530 2020-06-19 02:45:23,518 - mmaction - INFO - Epoch [60][700/1879] lr: 1.000e-03, eta: 21:00:54, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1144, loss: 1.1144 2020-06-19 02:45:34,665 - mmaction - INFO - Epoch [60][720/1879] lr: 1.000e-03, eta: 21:00:27, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2234, loss: 1.2234 2020-06-19 02:45:45,074 - mmaction - INFO - Epoch [60][740/1879] lr: 1.000e-03, eta: 21:00:00, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2719, loss: 1.2719 2020-06-19 02:45:55,473 - mmaction - INFO - Epoch [60][760/1879] lr: 1.000e-03, eta: 20:59:33, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3730, loss: 1.3730 2020-06-19 02:46:06,632 - mmaction - INFO - Epoch [60][780/1879] lr: 1.000e-03, eta: 20:59:06, time: 0.557, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.2156, loss: 1.2156 2020-06-19 02:46:16,414 - mmaction - INFO - Epoch [60][800/1879] lr: 1.000e-03, eta: 20:58:39, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2186, loss: 1.2186 2020-06-19 02:46:27,375 - mmaction - INFO - Epoch [60][820/1879] lr: 1.000e-03, eta: 20:58:12, time: 0.548, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3477, loss: 1.3477 2020-06-19 02:46:37,948 - mmaction - INFO - Epoch [60][840/1879] lr: 1.000e-03, eta: 20:57:45, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2068, loss: 1.2068 2020-06-19 02:46:48,763 - mmaction - INFO - Epoch [60][860/1879] lr: 1.000e-03, eta: 20:57:18, time: 0.540, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3056, loss: 1.3056 2020-06-19 02:46:58,816 - mmaction - INFO - Epoch [60][880/1879] lr: 1.000e-03, eta: 20:56:51, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1380, loss: 1.1380 2020-06-19 02:47:09,576 - mmaction - INFO - Epoch [60][900/1879] lr: 1.000e-03, eta: 20:56:24, time: 0.538, data_time: 0.006, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3418, loss: 1.3418 2020-06-19 02:47:20,768 - mmaction - INFO - Epoch [60][920/1879] lr: 1.000e-03, eta: 20:55:58, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.2048, loss: 1.2048 2020-06-19 02:47:31,252 - mmaction - INFO - Epoch [60][940/1879] lr: 1.000e-03, eta: 20:55:31, time: 0.527, data_time: 0.070, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1284, loss: 1.1284 2020-06-19 02:47:41,629 - mmaction - INFO - Epoch [60][960/1879] lr: 1.000e-03, eta: 20:55:04, time: 0.517, data_time: 0.051, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1958, loss: 1.1958 2020-06-19 02:47:52,607 - mmaction - INFO - Epoch [60][980/1879] lr: 1.000e-03, eta: 20:54:37, time: 0.549, data_time: 0.137, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3751, loss: 1.3751 2020-06-19 02:48:03,328 - mmaction - INFO - Epoch [60][1000/1879] lr: 1.000e-03, eta: 20:54:10, time: 0.535, data_time: 0.078, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3040, loss: 1.3040 2020-06-19 02:48:14,657 - mmaction - INFO - Epoch [60][1020/1879] lr: 1.000e-03, eta: 20:53:44, time: 0.569, data_time: 0.015, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1841, loss: 1.1841 2020-06-19 02:48:25,478 - mmaction - INFO - Epoch [60][1040/1879] lr: 1.000e-03, eta: 20:53:17, time: 0.540, data_time: 0.137, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4808, loss: 1.4808 2020-06-19 02:48:36,605 - mmaction - INFO - Epoch [60][1060/1879] lr: 1.000e-03, eta: 20:52:51, time: 0.555, data_time: 0.036, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2662, loss: 1.2662 2020-06-19 02:48:47,275 - mmaction - INFO - Epoch [60][1080/1879] lr: 1.000e-03, eta: 20:52:24, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3116, loss: 1.3116 2020-06-19 02:48:58,346 - mmaction - INFO - Epoch [60][1100/1879] lr: 1.000e-03, eta: 20:51:58, time: 0.551, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4018, loss: 1.4018 2020-06-19 02:49:09,293 - mmaction - INFO - Epoch [60][1120/1879] lr: 1.000e-03, eta: 20:51:31, time: 0.548, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.2395, loss: 1.2395 2020-06-19 02:49:20,651 - mmaction - INFO - Epoch [60][1140/1879] lr: 1.000e-03, eta: 20:51:05, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0347, loss: 1.0347 2020-06-19 02:49:31,078 - mmaction - INFO - Epoch [60][1160/1879] lr: 1.000e-03, eta: 20:50:38, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.3104, loss: 1.3104 2020-06-19 02:49:42,452 - mmaction - INFO - Epoch [60][1180/1879] lr: 1.000e-03, eta: 20:50:12, time: 0.567, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.4143, loss: 1.4143 2020-06-19 02:49:53,424 - mmaction - INFO - Epoch [60][1200/1879] lr: 1.000e-03, eta: 20:49:45, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2504, loss: 1.2504 2020-06-19 02:50:04,026 - mmaction - INFO - Epoch [60][1220/1879] lr: 1.000e-03, eta: 20:49:18, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3781, loss: 1.3781 2020-06-19 02:50:15,449 - mmaction - INFO - Epoch [60][1240/1879] lr: 1.000e-03, eta: 20:48:52, time: 0.573, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9383, loss: 0.9383 2020-06-19 02:50:26,924 - mmaction - INFO - Epoch [60][1260/1879] lr: 1.000e-03, eta: 20:48:26, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2736, loss: 1.2736 2020-06-19 02:50:37,470 - mmaction - INFO - Epoch [60][1280/1879] lr: 1.000e-03, eta: 20:47:59, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1711, loss: 1.1711 2020-06-19 02:50:49,040 - mmaction - INFO - Epoch [60][1300/1879] lr: 1.000e-03, eta: 20:47:33, time: 0.579, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2369, loss: 1.2369 2020-06-19 02:50:59,385 - mmaction - INFO - Epoch [60][1320/1879] lr: 1.000e-03, eta: 20:47:06, time: 0.516, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2155, loss: 1.2155 2020-06-19 02:51:10,645 - mmaction - INFO - Epoch [60][1340/1879] lr: 1.000e-03, eta: 20:46:40, time: 0.564, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2703, loss: 1.2703 2020-06-19 02:51:21,553 - mmaction - INFO - Epoch [60][1360/1879] lr: 1.000e-03, eta: 20:46:13, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2774, loss: 1.2774 2020-06-19 02:51:32,080 - mmaction - INFO - Epoch [60][1380/1879] lr: 1.000e-03, eta: 20:45:46, time: 0.526, data_time: 0.019, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2148, loss: 1.2148 2020-06-19 02:51:42,928 - mmaction - INFO - Epoch [60][1400/1879] lr: 1.000e-03, eta: 20:45:20, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1648, loss: 1.1648 2020-06-19 02:51:54,534 - mmaction - INFO - Epoch [60][1420/1879] lr: 1.000e-03, eta: 20:44:54, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2808, loss: 1.2808 2020-06-19 02:52:05,373 - mmaction - INFO - Epoch [60][1440/1879] lr: 1.000e-03, eta: 20:44:27, time: 0.544, data_time: 0.004, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.2669, loss: 1.2669 2020-06-19 02:52:15,401 - mmaction - INFO - Epoch [60][1460/1879] lr: 1.000e-03, eta: 20:44:00, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3329, loss: 1.3329 2020-06-19 02:52:27,149 - mmaction - INFO - Epoch [60][1480/1879] lr: 1.000e-03, eta: 20:43:34, time: 0.587, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1262, loss: 1.1262 2020-06-19 02:52:38,496 - mmaction - INFO - Epoch [60][1500/1879] lr: 1.000e-03, eta: 20:43:08, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8063, loss_cls: 1.4741, loss: 1.4741 2020-06-19 02:52:49,085 - mmaction - INFO - Epoch [60][1520/1879] lr: 1.000e-03, eta: 20:42:41, time: 0.529, data_time: 0.081, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3018, loss: 1.3018 2020-06-19 02:52:59,943 - mmaction - INFO - Epoch [60][1540/1879] lr: 1.000e-03, eta: 20:42:15, time: 0.543, data_time: 0.130, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.1923, loss: 1.1923 2020-06-19 02:53:11,021 - mmaction - INFO - Epoch [60][1560/1879] lr: 1.000e-03, eta: 20:41:49, time: 0.554, data_time: 0.014, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1135, loss: 1.1135 2020-06-19 02:53:22,317 - mmaction - INFO - Epoch [60][1580/1879] lr: 1.000e-03, eta: 20:41:23, time: 0.567, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.1505, loss: 1.1505 2020-06-19 02:53:33,134 - mmaction - INFO - Epoch [60][1600/1879] lr: 1.000e-03, eta: 20:40:56, time: 0.540, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1234, loss: 1.1234 2020-06-19 02:53:44,713 - mmaction - INFO - Epoch [60][1620/1879] lr: 1.000e-03, eta: 20:40:30, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1839, loss: 1.1839 2020-06-19 02:53:55,497 - mmaction - INFO - Epoch [60][1640/1879] lr: 1.000e-03, eta: 20:40:04, time: 0.541, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3284, loss: 1.3284 2020-06-19 02:54:06,543 - mmaction - INFO - Epoch [60][1660/1879] lr: 1.000e-03, eta: 20:39:37, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1636, loss: 1.1636 2020-06-19 02:54:17,178 - mmaction - INFO - Epoch [60][1680/1879] lr: 1.000e-03, eta: 20:39:11, time: 0.532, data_time: 0.066, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2140, loss: 1.2140 2020-06-19 02:54:28,433 - mmaction - INFO - Epoch [60][1700/1879] lr: 1.000e-03, eta: 20:38:44, time: 0.562, data_time: 0.063, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0317, loss: 1.0317 2020-06-19 02:54:39,601 - mmaction - INFO - Epoch [60][1720/1879] lr: 1.000e-03, eta: 20:38:18, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2874, loss: 1.2874 2020-06-19 02:54:51,179 - mmaction - INFO - Epoch [60][1740/1879] lr: 1.000e-03, eta: 20:37:52, time: 0.578, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3544, loss: 1.3544 2020-06-19 02:55:02,156 - mmaction - INFO - Epoch [60][1760/1879] lr: 1.000e-03, eta: 20:37:26, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0568, loss: 1.0568 2020-06-19 02:55:12,513 - mmaction - INFO - Epoch [60][1780/1879] lr: 1.000e-03, eta: 20:36:59, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0356, loss: 1.0356 2020-06-19 02:55:23,878 - mmaction - INFO - Epoch [60][1800/1879] lr: 1.000e-03, eta: 20:36:33, time: 0.567, data_time: 0.007, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.2301, loss: 1.2301 2020-06-19 02:55:34,719 - mmaction - INFO - Epoch [60][1820/1879] lr: 1.000e-03, eta: 20:36:07, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2301, loss: 1.2301 2020-06-19 02:55:44,860 - mmaction - INFO - Epoch [60][1840/1879] lr: 1.000e-03, eta: 20:35:40, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2979, loss: 1.2979 2020-06-19 02:55:56,493 - mmaction - INFO - Epoch [60][1860/1879] lr: 1.000e-03, eta: 20:35:14, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2392, loss: 1.2392 2020-06-19 02:56:11,503 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-06-19 02:58:26,188 - mmaction - INFO - Epoch [61][20/1879] lr: 1.000e-03, eta: 20:35:48, time: 6.704, data_time: 6.093, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0523, loss: 1.0523 2020-06-19 02:58:37,335 - mmaction - INFO - Epoch [61][40/1879] lr: 1.000e-03, eta: 20:35:21, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4121, loss: 1.4121 2020-06-19 02:58:48,352 - mmaction - INFO - Epoch [61][60/1879] lr: 1.000e-03, eta: 20:34:55, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8375, loss_cls: 1.4497, loss: 1.4497 2020-06-19 02:59:00,033 - mmaction - INFO - Epoch [61][80/1879] lr: 1.000e-03, eta: 20:34:29, time: 0.585, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.4621, loss: 1.4621 2020-06-19 02:59:11,007 - mmaction - INFO - Epoch [61][100/1879] lr: 1.000e-03, eta: 20:34:03, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.2530, loss: 1.2530 2020-06-19 02:59:22,725 - mmaction - INFO - Epoch [61][120/1879] lr: 1.000e-03, eta: 20:33:37, time: 0.588, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3719, loss: 1.3719 2020-06-19 02:59:33,408 - mmaction - INFO - Epoch [61][140/1879] lr: 1.000e-03, eta: 20:33:11, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3427, loss: 1.3427 2020-06-19 02:59:43,949 - mmaction - INFO - Epoch [61][160/1879] lr: 1.000e-03, eta: 20:32:44, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1175, loss: 1.1175 2020-06-19 02:59:55,569 - mmaction - INFO - Epoch [61][180/1879] lr: 1.000e-03, eta: 20:32:18, time: 0.580, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3037, loss: 1.3037 2020-06-19 03:00:10,342 - mmaction - INFO - Epoch [61][200/1879] lr: 1.000e-03, eta: 20:31:55, time: 0.735, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2474, loss: 1.2474 2020-06-19 03:00:22,068 - mmaction - INFO - Epoch [61][220/1879] lr: 1.000e-03, eta: 20:31:29, time: 0.590, data_time: 0.143, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1607, loss: 1.1607 2020-06-19 03:00:33,097 - mmaction - INFO - Epoch [61][240/1879] lr: 1.000e-03, eta: 20:31:03, time: 0.550, data_time: 0.186, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2249, loss: 1.2249 2020-06-19 03:00:44,387 - mmaction - INFO - Epoch [61][260/1879] lr: 1.000e-03, eta: 20:30:37, time: 0.564, data_time: 0.195, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2963, loss: 1.2963 2020-06-19 03:00:55,296 - mmaction - INFO - Epoch [61][280/1879] lr: 1.000e-03, eta: 20:30:10, time: 0.547, data_time: 0.046, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3209, loss: 1.3209 2020-06-19 03:01:06,208 - mmaction - INFO - Epoch [61][300/1879] lr: 1.000e-03, eta: 20:29:44, time: 0.546, data_time: 0.031, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0703, loss: 1.0703 2020-06-19 03:01:17,160 - mmaction - INFO - Epoch [61][320/1879] lr: 1.000e-03, eta: 20:29:18, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0776, loss: 1.0776 2020-06-19 03:01:28,364 - mmaction - INFO - Epoch [61][340/1879] lr: 1.000e-03, eta: 20:28:52, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3281, loss: 1.3281 2020-06-19 03:01:39,252 - mmaction - INFO - Epoch [61][360/1879] lr: 1.000e-03, eta: 20:28:25, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3678, loss: 1.3678 2020-06-19 03:01:50,052 - mmaction - INFO - Epoch [61][380/1879] lr: 1.000e-03, eta: 20:27:59, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1504, loss: 1.1504 2020-06-19 03:02:01,233 - mmaction - INFO - Epoch [61][400/1879] lr: 1.000e-03, eta: 20:27:33, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5988, loss: 1.5988 2020-06-19 03:02:11,575 - mmaction - INFO - Epoch [61][420/1879] lr: 1.000e-03, eta: 20:27:06, time: 0.521, data_time: 0.079, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8375, loss_cls: 1.3054, loss: 1.3054 2020-06-19 03:02:22,643 - mmaction - INFO - Epoch [61][440/1879] lr: 1.000e-03, eta: 20:26:40, time: 0.552, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1459, loss: 1.1459 2020-06-19 03:02:34,600 - mmaction - INFO - Epoch [61][460/1879] lr: 1.000e-03, eta: 20:26:15, time: 0.599, data_time: 0.017, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2656, loss: 1.2656 2020-06-19 03:02:45,221 - mmaction - INFO - Epoch [61][480/1879] lr: 1.000e-03, eta: 20:25:48, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2428, loss: 1.2428 2020-06-19 03:02:56,905 - mmaction - INFO - Epoch [61][500/1879] lr: 1.000e-03, eta: 20:25:22, time: 0.583, data_time: 0.012, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2363, loss: 1.2363 2020-06-19 03:03:06,991 - mmaction - INFO - Epoch [61][520/1879] lr: 1.000e-03, eta: 20:24:56, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.0930, loss: 1.0930 2020-06-19 03:03:17,908 - mmaction - INFO - Epoch [61][540/1879] lr: 1.000e-03, eta: 20:24:29, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3655, loss: 1.3655 2020-06-19 03:03:29,363 - mmaction - INFO - Epoch [61][560/1879] lr: 1.000e-03, eta: 20:24:04, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1478, loss: 1.1478 2020-06-19 03:03:39,751 - mmaction - INFO - Epoch [61][580/1879] lr: 1.000e-03, eta: 20:23:37, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1183, loss: 1.1183 2020-06-19 03:03:51,323 - mmaction - INFO - Epoch [61][600/1879] lr: 1.000e-03, eta: 20:23:11, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.4224, loss: 1.4224 2020-06-19 03:04:01,955 - mmaction - INFO - Epoch [61][620/1879] lr: 1.000e-03, eta: 20:22:45, time: 0.532, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8500, loss_cls: 1.2596, loss: 1.2596 2020-06-19 03:04:12,653 - mmaction - INFO - Epoch [61][640/1879] lr: 1.000e-03, eta: 20:22:18, time: 0.535, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4342, loss: 1.4342 2020-06-19 03:04:24,735 - mmaction - INFO - Epoch [61][660/1879] lr: 1.000e-03, eta: 20:21:53, time: 0.602, data_time: 0.166, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1282, loss: 1.1282 2020-06-19 03:04:35,285 - mmaction - INFO - Epoch [61][680/1879] lr: 1.000e-03, eta: 20:21:27, time: 0.528, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0882, loss: 1.0882 2020-06-19 03:04:46,307 - mmaction - INFO - Epoch [61][700/1879] lr: 1.000e-03, eta: 20:21:01, time: 0.550, data_time: 0.014, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0164, loss: 1.0164 2020-06-19 03:04:57,781 - mmaction - INFO - Epoch [61][720/1879] lr: 1.000e-03, eta: 20:20:35, time: 0.575, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0670, loss: 1.0670 2020-06-19 03:05:08,590 - mmaction - INFO - Epoch [61][740/1879] lr: 1.000e-03, eta: 20:20:09, time: 0.540, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1062, loss: 1.1062 2020-06-19 03:05:20,040 - mmaction - INFO - Epoch [61][760/1879] lr: 1.000e-03, eta: 20:19:43, time: 0.574, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.2006, loss: 1.2006 2020-06-19 03:05:31,102 - mmaction - INFO - Epoch [61][780/1879] lr: 1.000e-03, eta: 20:19:17, time: 0.553, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2156, loss: 1.2156 2020-06-19 03:05:42,435 - mmaction - INFO - Epoch [61][800/1879] lr: 1.000e-03, eta: 20:18:51, time: 0.566, data_time: 0.007, memory: 5168, top1_acc: 0.6438, top5_acc: 0.9000, loss_cls: 1.1994, loss: 1.1994 2020-06-19 03:05:53,717 - mmaction - INFO - Epoch [61][820/1879] lr: 1.000e-03, eta: 20:18:25, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3380, loss: 1.3380 2020-06-19 03:06:04,207 - mmaction - INFO - Epoch [61][840/1879] lr: 1.000e-03, eta: 20:17:59, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1796, loss: 1.1796 2020-06-19 03:06:15,062 - mmaction - INFO - Epoch [61][860/1879] lr: 1.000e-03, eta: 20:17:32, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.8938, loss_cls: 1.0228, loss: 1.0228 2020-06-19 03:06:26,596 - mmaction - INFO - Epoch [61][880/1879] lr: 1.000e-03, eta: 20:17:07, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2870, loss: 1.2870 2020-06-19 03:06:37,715 - mmaction - INFO - Epoch [61][900/1879] lr: 1.000e-03, eta: 20:16:41, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0330, loss: 1.0330 2020-06-19 03:06:48,776 - mmaction - INFO - Epoch [61][920/1879] lr: 1.000e-03, eta: 20:16:15, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2314, loss: 1.2314 2020-06-19 03:06:59,621 - mmaction - INFO - Epoch [61][940/1879] lr: 1.000e-03, eta: 20:15:49, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3776, loss: 1.3776 2020-06-19 03:07:10,834 - mmaction - INFO - Epoch [61][960/1879] lr: 1.000e-03, eta: 20:15:23, time: 0.559, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1500, loss: 1.1500 2020-06-19 03:07:21,059 - mmaction - INFO - Epoch [61][980/1879] lr: 1.000e-03, eta: 20:14:56, time: 0.513, data_time: 0.030, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1486, loss: 1.1486 2020-06-19 03:07:42,517 - mmaction - INFO - Epoch [61][1000/1879] lr: 1.000e-03, eta: 20:14:38, time: 1.071, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2536, loss: 1.2536 2020-06-19 03:07:53,808 - mmaction - INFO - Epoch [61][1020/1879] lr: 1.000e-03, eta: 20:14:12, time: 0.565, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1827, loss: 1.1827 2020-06-19 03:08:04,305 - mmaction - INFO - Epoch [61][1040/1879] lr: 1.000e-03, eta: 20:13:45, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.4161, loss: 1.4161 2020-06-19 03:08:15,796 - mmaction - INFO - Epoch [61][1060/1879] lr: 1.000e-03, eta: 20:13:20, time: 0.573, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3523, loss: 1.3523 2020-06-19 03:08:27,223 - mmaction - INFO - Epoch [61][1080/1879] lr: 1.000e-03, eta: 20:12:54, time: 0.573, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3170, loss: 1.3170 2020-06-19 03:08:38,467 - mmaction - INFO - Epoch [61][1100/1879] lr: 1.000e-03, eta: 20:12:28, time: 0.562, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8875, loss_cls: 1.2645, loss: 1.2645 2020-06-19 03:08:48,881 - mmaction - INFO - Epoch [61][1120/1879] lr: 1.000e-03, eta: 20:12:02, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.0854, loss: 1.0854 2020-06-19 03:09:00,180 - mmaction - INFO - Epoch [61][1140/1879] lr: 1.000e-03, eta: 20:11:36, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.2877, loss: 1.2877 2020-06-19 03:09:11,133 - mmaction - INFO - Epoch [61][1160/1879] lr: 1.000e-03, eta: 20:11:10, time: 0.547, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.1760, loss: 1.1760 2020-06-19 03:09:21,916 - mmaction - INFO - Epoch [61][1180/1879] lr: 1.000e-03, eta: 20:10:44, time: 0.539, data_time: 0.000, memory: 5168, top1_acc: 0.6062, top5_acc: 0.7750, loss_cls: 1.6764, loss: 1.6764 2020-06-19 03:09:32,987 - mmaction - INFO - Epoch [61][1200/1879] lr: 1.000e-03, eta: 20:10:18, time: 0.552, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2956, loss: 1.2956 2020-06-19 03:09:44,096 - mmaction - INFO - Epoch [61][1220/1879] lr: 1.000e-03, eta: 20:09:52, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1607, loss: 1.1607 2020-06-19 03:09:54,893 - mmaction - INFO - Epoch [61][1240/1879] lr: 1.000e-03, eta: 20:09:26, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1603, loss: 1.1603 2020-06-19 03:10:07,081 - mmaction - INFO - Epoch [61][1260/1879] lr: 1.000e-03, eta: 20:09:01, time: 0.611, data_time: 0.015, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1457, loss: 1.1457 2020-06-19 03:10:17,460 - mmaction - INFO - Epoch [61][1280/1879] lr: 1.000e-03, eta: 20:08:34, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8313, loss_cls: 1.2464, loss: 1.2464 2020-06-19 03:10:28,160 - mmaction - INFO - Epoch [61][1300/1879] lr: 1.000e-03, eta: 20:08:08, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0948, loss: 1.0948 2020-06-19 03:10:39,109 - mmaction - INFO - Epoch [61][1320/1879] lr: 1.000e-03, eta: 20:07:42, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0685, loss: 1.0685 2020-06-19 03:10:49,783 - mmaction - INFO - Epoch [61][1340/1879] lr: 1.000e-03, eta: 20:07:16, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4108, loss: 1.4108 2020-06-19 03:11:00,876 - mmaction - INFO - Epoch [61][1360/1879] lr: 1.000e-03, eta: 20:06:50, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2405, loss: 1.2405 2020-06-19 03:11:11,762 - mmaction - INFO - Epoch [61][1380/1879] lr: 1.000e-03, eta: 20:06:24, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0279, loss: 1.0279 2020-06-19 03:11:23,465 - mmaction - INFO - Epoch [61][1400/1879] lr: 1.000e-03, eta: 20:05:59, time: 0.589, data_time: 0.004, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0536, loss: 1.0536 2020-06-19 03:11:34,591 - mmaction - INFO - Epoch [61][1420/1879] lr: 1.000e-03, eta: 20:05:33, time: 0.553, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3595, loss: 1.3595 2020-06-19 03:11:45,681 - mmaction - INFO - Epoch [61][1440/1879] lr: 1.000e-03, eta: 20:05:07, time: 0.558, data_time: 0.004, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3886, loss: 1.3886 2020-06-19 03:11:57,431 - mmaction - INFO - Epoch [61][1460/1879] lr: 1.000e-03, eta: 20:04:42, time: 0.587, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1580, loss: 1.1580 2020-06-19 03:12:08,725 - mmaction - INFO - Epoch [61][1480/1879] lr: 1.000e-03, eta: 20:04:16, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.2836, loss: 1.2836 2020-06-19 03:12:20,187 - mmaction - INFO - Epoch [61][1500/1879] lr: 1.000e-03, eta: 20:03:51, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1249, loss: 1.1249 2020-06-19 03:12:32,886 - mmaction - INFO - Epoch [61][1520/1879] lr: 1.000e-03, eta: 20:03:26, time: 0.635, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2069, loss: 1.2069 2020-06-19 03:12:45,749 - mmaction - INFO - Epoch [61][1540/1879] lr: 1.000e-03, eta: 20:03:01, time: 0.643, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2379, loss: 1.2379 2020-06-19 03:12:58,503 - mmaction - INFO - Epoch [61][1560/1879] lr: 1.000e-03, eta: 20:02:37, time: 0.637, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0883, loss: 1.0883 2020-06-19 03:13:10,861 - mmaction - INFO - Epoch [61][1580/1879] lr: 1.000e-03, eta: 20:02:12, time: 0.617, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2501, loss: 1.2501 2020-06-19 03:13:23,426 - mmaction - INFO - Epoch [61][1600/1879] lr: 1.000e-03, eta: 20:01:47, time: 0.628, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.1279, loss: 1.1279 2020-06-19 03:13:36,363 - mmaction - INFO - Epoch [61][1620/1879] lr: 1.000e-03, eta: 20:01:23, time: 0.647, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1325, loss: 1.1325 2020-06-19 03:13:48,313 - mmaction - INFO - Epoch [61][1640/1879] lr: 1.000e-03, eta: 20:00:58, time: 0.599, data_time: 0.003, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4343, loss: 1.4343 2020-06-19 03:13:59,582 - mmaction - INFO - Epoch [61][1660/1879] lr: 1.000e-03, eta: 20:00:32, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.5813, top5_acc: 0.8562, loss_cls: 1.5191, loss: 1.5191 2020-06-19 03:14:12,116 - mmaction - INFO - Epoch [61][1680/1879] lr: 1.000e-03, eta: 20:00:07, time: 0.628, data_time: 0.144, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2524, loss: 1.2524 2020-06-19 03:14:22,379 - mmaction - INFO - Epoch [61][1700/1879] lr: 1.000e-03, eta: 19:59:41, time: 0.511, data_time: 0.098, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.2074, loss: 1.2074 2020-06-19 03:14:32,695 - mmaction - INFO - Epoch [61][1720/1879] lr: 1.000e-03, eta: 19:59:15, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.2129, loss: 1.2129 2020-06-19 03:14:43,466 - mmaction - INFO - Epoch [61][1740/1879] lr: 1.000e-03, eta: 19:58:49, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3805, loss: 1.3805 2020-06-19 03:14:53,385 - mmaction - INFO - Epoch [61][1760/1879] lr: 1.000e-03, eta: 19:58:22, time: 0.496, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3812, loss: 1.3812 2020-06-19 03:15:03,401 - mmaction - INFO - Epoch [61][1780/1879] lr: 1.000e-03, eta: 19:57:55, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.1383, loss: 1.1383 2020-06-19 03:15:13,977 - mmaction - INFO - Epoch [61][1800/1879] lr: 1.000e-03, eta: 19:57:29, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.3312, loss: 1.3312 2020-06-19 03:15:24,799 - mmaction - INFO - Epoch [61][1820/1879] lr: 1.000e-03, eta: 19:57:03, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3633, loss: 1.3633 2020-06-19 03:15:34,775 - mmaction - INFO - Epoch [61][1840/1879] lr: 1.000e-03, eta: 19:56:37, time: 0.497, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1054, loss: 1.1054 2020-06-19 03:15:45,654 - mmaction - INFO - Epoch [61][1860/1879] lr: 1.000e-03, eta: 19:56:11, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3521, loss: 1.3521 2020-06-19 03:16:02,106 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-06-19 03:18:14,494 - mmaction - INFO - Epoch [62][20/1879] lr: 1.000e-03, eta: 19:56:40, time: 6.586, data_time: 6.047, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0655, loss: 1.0655 2020-06-19 03:18:25,454 - mmaction - INFO - Epoch [62][40/1879] lr: 1.000e-03, eta: 19:56:14, time: 0.550, data_time: 0.005, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8250, loss_cls: 1.3169, loss: 1.3169 2020-06-19 03:18:35,614 - mmaction - INFO - Epoch [62][60/1879] lr: 1.000e-03, eta: 19:55:48, time: 0.507, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3123, loss: 1.3123 2020-06-19 03:18:45,967 - mmaction - INFO - Epoch [62][80/1879] lr: 1.000e-03, eta: 19:55:22, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4801, loss: 1.4801 2020-06-19 03:18:56,154 - mmaction - INFO - Epoch [62][100/1879] lr: 1.000e-03, eta: 19:54:55, time: 0.508, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2015, loss: 1.2015 2020-06-19 03:19:06,651 - mmaction - INFO - Epoch [62][120/1879] lr: 1.000e-03, eta: 19:54:29, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3631, loss: 1.3631 2020-06-19 03:19:17,047 - mmaction - INFO - Epoch [62][140/1879] lr: 1.000e-03, eta: 19:54:03, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1135, loss: 1.1135 2020-06-19 03:19:27,366 - mmaction - INFO - Epoch [62][160/1879] lr: 1.000e-03, eta: 19:53:37, time: 0.519, data_time: 0.005, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1494, loss: 1.1494 2020-06-19 03:19:37,801 - mmaction - INFO - Epoch [62][180/1879] lr: 1.000e-03, eta: 19:53:11, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2044, loss: 1.2044 2020-06-19 03:19:47,706 - mmaction - INFO - Epoch [62][200/1879] lr: 1.000e-03, eta: 19:52:44, time: 0.498, data_time: 0.004, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.4209, loss: 1.4209 2020-06-19 03:19:59,056 - mmaction - INFO - Epoch [62][220/1879] lr: 1.000e-03, eta: 19:52:19, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2295, loss: 1.2295 2020-06-19 03:20:10,555 - mmaction - INFO - Epoch [62][240/1879] lr: 1.000e-03, eta: 19:51:53, time: 0.573, data_time: 0.021, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3733, loss: 1.3733 2020-06-19 03:20:21,401 - mmaction - INFO - Epoch [62][260/1879] lr: 1.000e-03, eta: 19:51:27, time: 0.544, data_time: 0.007, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.0230, loss: 1.0230 2020-06-19 03:20:32,206 - mmaction - INFO - Epoch [62][280/1879] lr: 1.000e-03, eta: 19:51:01, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1790, loss: 1.1790 2020-06-19 03:20:43,394 - mmaction - INFO - Epoch [62][300/1879] lr: 1.000e-03, eta: 19:50:36, time: 0.558, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3019, loss: 1.3019 2020-06-19 03:20:54,199 - mmaction - INFO - Epoch [62][320/1879] lr: 1.000e-03, eta: 19:50:10, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0451, loss: 1.0451 2020-06-19 03:21:05,884 - mmaction - INFO - Epoch [62][340/1879] lr: 1.000e-03, eta: 19:49:45, time: 0.584, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3665, loss: 1.3665 2020-06-19 03:21:17,159 - mmaction - INFO - Epoch [62][360/1879] lr: 1.000e-03, eta: 19:49:19, time: 0.564, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1055, loss: 1.1055 2020-06-19 03:21:27,973 - mmaction - INFO - Epoch [62][380/1879] lr: 1.000e-03, eta: 19:48:53, time: 0.540, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2077, loss: 1.2077 2020-06-19 03:21:39,552 - mmaction - INFO - Epoch [62][400/1879] lr: 1.000e-03, eta: 19:48:28, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2626, loss: 1.2626 2020-06-19 03:21:50,536 - mmaction - INFO - Epoch [62][420/1879] lr: 1.000e-03, eta: 19:48:02, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3351, loss: 1.3351 2020-06-19 03:22:01,543 - mmaction - INFO - Epoch [62][440/1879] lr: 1.000e-03, eta: 19:47:37, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2620, loss: 1.2620 2020-06-19 03:22:11,824 - mmaction - INFO - Epoch [62][460/1879] lr: 1.000e-03, eta: 19:47:11, time: 0.515, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2944, loss: 1.2944 2020-06-19 03:22:23,193 - mmaction - INFO - Epoch [62][480/1879] lr: 1.000e-03, eta: 19:46:45, time: 0.571, data_time: 0.033, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4058, loss: 1.4058 2020-06-19 03:22:34,255 - mmaction - INFO - Epoch [62][500/1879] lr: 1.000e-03, eta: 19:46:20, time: 0.552, data_time: 0.006, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3870, loss: 1.3870 2020-06-19 03:22:45,713 - mmaction - INFO - Epoch [62][520/1879] lr: 1.000e-03, eta: 19:45:54, time: 0.574, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2442, loss: 1.2442 2020-06-19 03:22:57,503 - mmaction - INFO - Epoch [62][540/1879] lr: 1.000e-03, eta: 19:45:29, time: 0.588, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8688, loss_cls: 1.1310, loss: 1.1310 2020-06-19 03:23:08,319 - mmaction - INFO - Epoch [62][560/1879] lr: 1.000e-03, eta: 19:45:03, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1215, loss: 1.1215 2020-06-19 03:23:18,125 - mmaction - INFO - Epoch [62][580/1879] lr: 1.000e-03, eta: 19:44:37, time: 0.487, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2223, loss: 1.2223 2020-06-19 03:23:29,634 - mmaction - INFO - Epoch [62][600/1879] lr: 1.000e-03, eta: 19:44:11, time: 0.577, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.1538, loss: 1.1538 2020-06-19 03:23:41,588 - mmaction - INFO - Epoch [62][620/1879] lr: 1.000e-03, eta: 19:43:47, time: 0.595, data_time: 0.030, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2098, loss: 1.2098 2020-06-19 03:23:51,604 - mmaction - INFO - Epoch [62][640/1879] lr: 1.000e-03, eta: 19:43:20, time: 0.503, data_time: 0.004, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2607, loss: 1.2607 2020-06-19 03:24:03,130 - mmaction - INFO - Epoch [62][660/1879] lr: 1.000e-03, eta: 19:42:55, time: 0.578, data_time: 0.003, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.4046, loss: 1.4046 2020-06-19 03:24:13,815 - mmaction - INFO - Epoch [62][680/1879] lr: 1.000e-03, eta: 19:42:29, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1046, loss: 1.1046 2020-06-19 03:24:42,651 - mmaction - INFO - Epoch [62][700/1879] lr: 1.000e-03, eta: 19:42:16, time: 1.441, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1658, loss: 1.1658 2020-06-19 03:24:53,720 - mmaction - INFO - Epoch [62][720/1879] lr: 1.000e-03, eta: 19:41:51, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0584, loss: 1.0584 2020-06-19 03:25:05,418 - mmaction - INFO - Epoch [62][740/1879] lr: 1.000e-03, eta: 19:41:25, time: 0.584, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3948, loss: 1.3948 2020-06-19 03:25:16,468 - mmaction - INFO - Epoch [62][760/1879] lr: 1.000e-03, eta: 19:41:00, time: 0.552, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3084, loss: 1.3084 2020-06-19 03:25:26,856 - mmaction - INFO - Epoch [62][780/1879] lr: 1.000e-03, eta: 19:40:34, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2244, loss: 1.2244 2020-06-19 03:25:38,337 - mmaction - INFO - Epoch [62][800/1879] lr: 1.000e-03, eta: 19:40:09, time: 0.576, data_time: 0.034, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1713, loss: 1.1713 2020-06-19 03:25:49,192 - mmaction - INFO - Epoch [62][820/1879] lr: 1.000e-03, eta: 19:39:43, time: 0.542, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1906, loss: 1.1906 2020-06-19 03:26:00,638 - mmaction - INFO - Epoch [62][840/1879] lr: 1.000e-03, eta: 19:39:18, time: 0.572, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2488, loss: 1.2488 2020-06-19 03:26:10,676 - mmaction - INFO - Epoch [62][860/1879] lr: 1.000e-03, eta: 19:38:51, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0646, loss: 1.0646 2020-06-19 03:26:21,723 - mmaction - INFO - Epoch [62][880/1879] lr: 1.000e-03, eta: 19:38:26, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0509, loss: 1.0509 2020-06-19 03:26:33,122 - mmaction - INFO - Epoch [62][900/1879] lr: 1.000e-03, eta: 19:38:01, time: 0.572, data_time: 0.092, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8187, loss_cls: 1.3994, loss: 1.3994 2020-06-19 03:26:44,655 - mmaction - INFO - Epoch [62][920/1879] lr: 1.000e-03, eta: 19:37:35, time: 0.577, data_time: 0.016, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3452, loss: 1.3452 2020-06-19 03:26:55,018 - mmaction - INFO - Epoch [62][940/1879] lr: 1.000e-03, eta: 19:37:09, time: 0.518, data_time: 0.009, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2912, loss: 1.2912 2020-06-19 03:27:06,564 - mmaction - INFO - Epoch [62][960/1879] lr: 1.000e-03, eta: 19:36:44, time: 0.578, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3944, loss: 1.3944 2020-06-19 03:27:18,315 - mmaction - INFO - Epoch [62][980/1879] lr: 1.000e-03, eta: 19:36:19, time: 0.587, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0531, loss: 1.0531 2020-06-19 03:27:29,620 - mmaction - INFO - Epoch [62][1000/1879] lr: 1.000e-03, eta: 19:35:54, time: 0.564, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2558, loss: 1.2558 2020-06-19 03:27:39,681 - mmaction - INFO - Epoch [62][1020/1879] lr: 1.000e-03, eta: 19:35:28, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1761, loss: 1.1761 2020-06-19 03:27:51,202 - mmaction - INFO - Epoch [62][1040/1879] lr: 1.000e-03, eta: 19:35:03, time: 0.577, data_time: 0.044, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1031, loss: 1.1031 2020-06-19 03:28:02,064 - mmaction - INFO - Epoch [62][1060/1879] lr: 1.000e-03, eta: 19:34:37, time: 0.542, data_time: 0.029, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2330, loss: 1.2330 2020-06-19 03:28:12,891 - mmaction - INFO - Epoch [62][1080/1879] lr: 1.000e-03, eta: 19:34:11, time: 0.542, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2605, loss: 1.2605 2020-06-19 03:28:23,624 - mmaction - INFO - Epoch [62][1100/1879] lr: 1.000e-03, eta: 19:33:46, time: 0.536, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1960, loss: 1.1960 2020-06-19 03:28:35,542 - mmaction - INFO - Epoch [62][1120/1879] lr: 1.000e-03, eta: 19:33:21, time: 0.597, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4725, loss: 1.4725 2020-06-19 03:28:45,980 - mmaction - INFO - Epoch [62][1140/1879] lr: 1.000e-03, eta: 19:32:55, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1088, loss: 1.1088 2020-06-19 03:28:58,016 - mmaction - INFO - Epoch [62][1160/1879] lr: 1.000e-03, eta: 19:32:30, time: 0.604, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2118, loss: 1.2118 2020-06-19 03:29:08,643 - mmaction - INFO - Epoch [62][1180/1879] lr: 1.000e-03, eta: 19:32:04, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2062, loss: 1.2062 2020-06-19 03:29:19,664 - mmaction - INFO - Epoch [62][1200/1879] lr: 1.000e-03, eta: 19:31:39, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.1758, loss: 1.1758 2020-06-19 03:29:30,727 - mmaction - INFO - Epoch [62][1220/1879] lr: 1.000e-03, eta: 19:31:13, time: 0.552, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1485, loss: 1.1485 2020-06-19 03:29:41,604 - mmaction - INFO - Epoch [62][1240/1879] lr: 1.000e-03, eta: 19:30:48, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1212, loss: 1.1212 2020-06-19 03:29:52,827 - mmaction - INFO - Epoch [62][1260/1879] lr: 1.000e-03, eta: 19:30:23, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8812, loss_cls: 1.3785, loss: 1.3785 2020-06-19 03:30:03,792 - mmaction - INFO - Epoch [62][1280/1879] lr: 1.000e-03, eta: 19:29:57, time: 0.548, data_time: 0.011, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1579, loss: 1.1579 2020-06-19 03:30:15,979 - mmaction - INFO - Epoch [62][1300/1879] lr: 1.000e-03, eta: 19:29:32, time: 0.609, data_time: 0.012, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0838, loss: 1.0838 2020-06-19 03:30:25,839 - mmaction - INFO - Epoch [62][1320/1879] lr: 1.000e-03, eta: 19:29:06, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4971, loss: 1.4971 2020-06-19 03:30:37,396 - mmaction - INFO - Epoch [62][1340/1879] lr: 1.000e-03, eta: 19:28:41, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2089, loss: 1.2089 2020-06-19 03:30:48,333 - mmaction - INFO - Epoch [62][1360/1879] lr: 1.000e-03, eta: 19:28:16, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 0.9869, loss: 0.9869 2020-06-19 03:30:59,898 - mmaction - INFO - Epoch [62][1380/1879] lr: 1.000e-03, eta: 19:27:51, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2192, loss: 1.2192 2020-06-19 03:31:10,571 - mmaction - INFO - Epoch [62][1400/1879] lr: 1.000e-03, eta: 19:27:25, time: 0.533, data_time: 0.015, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1451, loss: 1.1451 2020-06-19 03:31:21,795 - mmaction - INFO - Epoch [62][1420/1879] lr: 1.000e-03, eta: 19:27:00, time: 0.560, data_time: 0.017, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1583, loss: 1.1583 2020-06-19 03:31:32,493 - mmaction - INFO - Epoch [62][1440/1879] lr: 1.000e-03, eta: 19:26:34, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.3065, loss: 1.3065 2020-06-19 03:31:43,880 - mmaction - INFO - Epoch [62][1460/1879] lr: 1.000e-03, eta: 19:26:09, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1546, loss: 1.1546 2020-06-19 03:31:54,876 - mmaction - INFO - Epoch [62][1480/1879] lr: 1.000e-03, eta: 19:25:44, time: 0.549, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3692, loss: 1.3692 2020-06-19 03:32:05,893 - mmaction - INFO - Epoch [62][1500/1879] lr: 1.000e-03, eta: 19:25:18, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1741, loss: 1.1741 2020-06-19 03:32:16,904 - mmaction - INFO - Epoch [62][1520/1879] lr: 1.000e-03, eta: 19:24:53, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.2087, loss: 1.2087 2020-06-19 03:32:28,149 - mmaction - INFO - Epoch [62][1540/1879] lr: 1.000e-03, eta: 19:24:28, time: 0.564, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2178, loss: 1.2178 2020-06-19 03:32:39,784 - mmaction - INFO - Epoch [62][1560/1879] lr: 1.000e-03, eta: 19:24:03, time: 0.580, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1584, loss: 1.1584 2020-06-19 03:32:50,699 - mmaction - INFO - Epoch [62][1580/1879] lr: 1.000e-03, eta: 19:23:37, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8375, loss_cls: 1.2445, loss: 1.2445 2020-06-19 03:33:02,263 - mmaction - INFO - Epoch [62][1600/1879] lr: 1.000e-03, eta: 19:23:12, time: 0.579, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0897, loss: 1.0897 2020-06-19 03:33:13,682 - mmaction - INFO - Epoch [62][1620/1879] lr: 1.000e-03, eta: 19:22:47, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0751, loss: 1.0751 2020-06-19 03:33:23,971 - mmaction - INFO - Epoch [62][1640/1879] lr: 1.000e-03, eta: 19:22:21, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2593, loss: 1.2593 2020-06-19 03:33:35,132 - mmaction - INFO - Epoch [62][1660/1879] lr: 1.000e-03, eta: 19:21:56, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8562, loss_cls: 1.1826, loss: 1.1826 2020-06-19 03:33:45,882 - mmaction - INFO - Epoch [62][1680/1879] lr: 1.000e-03, eta: 19:21:31, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2348, loss: 1.2348 2020-06-19 03:33:57,822 - mmaction - INFO - Epoch [62][1700/1879] lr: 1.000e-03, eta: 19:21:06, time: 0.597, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3322, loss: 1.3322 2020-06-19 03:34:08,439 - mmaction - INFO - Epoch [62][1720/1879] lr: 1.000e-03, eta: 19:20:40, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2242, loss: 1.2242 2020-06-19 03:34:19,420 - mmaction - INFO - Epoch [62][1740/1879] lr: 1.000e-03, eta: 19:20:15, time: 0.551, data_time: 0.008, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2376, loss: 1.2376 2020-06-19 03:34:29,643 - mmaction - INFO - Epoch [62][1760/1879] lr: 1.000e-03, eta: 19:19:49, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2263, loss: 1.2263 2020-06-19 03:34:40,907 - mmaction - INFO - Epoch [62][1780/1879] lr: 1.000e-03, eta: 19:19:24, time: 0.563, data_time: 0.020, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.1402, loss: 1.1402 2020-06-19 03:34:52,390 - mmaction - INFO - Epoch [62][1800/1879] lr: 1.000e-03, eta: 19:18:59, time: 0.572, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2071, loss: 1.2071 2020-06-19 03:35:03,266 - mmaction - INFO - Epoch [62][1820/1879] lr: 1.000e-03, eta: 19:18:34, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3368, loss: 1.3368 2020-06-19 03:35:14,774 - mmaction - INFO - Epoch [62][1840/1879] lr: 1.000e-03, eta: 19:18:09, time: 0.575, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.2210, loss: 1.2210 2020-06-19 03:35:25,411 - mmaction - INFO - Epoch [62][1860/1879] lr: 1.000e-03, eta: 19:17:43, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2834, loss: 1.2834 2020-06-19 03:35:40,305 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-06-19 03:37:49,065 - mmaction - INFO - Epoch [63][20/1879] lr: 1.000e-03, eta: 19:18:08, time: 6.417, data_time: 5.814, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2188, loss: 1.2188 2020-06-19 03:38:00,187 - mmaction - INFO - Epoch [63][40/1879] lr: 1.000e-03, eta: 19:17:42, time: 0.557, data_time: 0.009, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0656, loss: 1.0656 2020-06-19 03:38:10,432 - mmaction - INFO - Epoch [63][60/1879] lr: 1.000e-03, eta: 19:17:17, time: 0.511, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0701, loss: 1.0701 2020-06-19 03:38:22,001 - mmaction - INFO - Epoch [63][80/1879] lr: 1.000e-03, eta: 19:16:52, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9187, loss_cls: 1.1160, loss: 1.1160 2020-06-19 03:38:32,641 - mmaction - INFO - Epoch [63][100/1879] lr: 1.000e-03, eta: 19:16:26, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3151, loss: 1.3151 2020-06-19 03:38:43,954 - mmaction - INFO - Epoch [63][120/1879] lr: 1.000e-03, eta: 19:16:01, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1891, loss: 1.1891 2020-06-19 03:38:55,266 - mmaction - INFO - Epoch [63][140/1879] lr: 1.000e-03, eta: 19:15:36, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3605, loss: 1.3605 2020-06-19 03:39:07,456 - mmaction - INFO - Epoch [63][160/1879] lr: 1.000e-03, eta: 19:15:11, time: 0.613, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2733, loss: 1.2733 2020-06-19 03:39:17,731 - mmaction - INFO - Epoch [63][180/1879] lr: 1.000e-03, eta: 19:14:46, time: 0.512, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3454, loss: 1.3454 2020-06-19 03:39:29,091 - mmaction - INFO - Epoch [63][200/1879] lr: 1.000e-03, eta: 19:14:21, time: 0.568, data_time: 0.026, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1113, loss: 1.1113 2020-06-19 03:39:40,539 - mmaction - INFO - Epoch [63][220/1879] lr: 1.000e-03, eta: 19:13:56, time: 0.573, data_time: 0.012, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3336, loss: 1.3336 2020-06-19 03:39:51,713 - mmaction - INFO - Epoch [63][240/1879] lr: 1.000e-03, eta: 19:13:31, time: 0.560, data_time: 0.027, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2160, loss: 1.2160 2020-06-19 03:40:04,369 - mmaction - INFO - Epoch [63][260/1879] lr: 1.000e-03, eta: 19:13:06, time: 0.633, data_time: 0.185, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0146, loss: 1.0146 2020-06-19 03:40:14,412 - mmaction - INFO - Epoch [63][280/1879] lr: 1.000e-03, eta: 19:12:41, time: 0.502, data_time: 0.102, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1069, loss: 1.1069 2020-06-19 03:40:25,804 - mmaction - INFO - Epoch [63][300/1879] lr: 1.000e-03, eta: 19:12:16, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1421, loss: 1.1421 2020-06-19 03:40:37,313 - mmaction - INFO - Epoch [63][320/1879] lr: 1.000e-03, eta: 19:11:51, time: 0.575, data_time: 0.008, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1857, loss: 1.1857 2020-06-19 03:40:47,988 - mmaction - INFO - Epoch [63][340/1879] lr: 1.000e-03, eta: 19:11:25, time: 0.533, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1012, loss: 1.1012 2020-06-19 03:40:59,259 - mmaction - INFO - Epoch [63][360/1879] lr: 1.000e-03, eta: 19:11:00, time: 0.561, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1571, loss: 1.1571 2020-06-19 03:41:09,904 - mmaction - INFO - Epoch [63][380/1879] lr: 1.000e-03, eta: 19:10:35, time: 0.533, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2418, loss: 1.2418 2020-06-19 03:41:20,970 - mmaction - INFO - Epoch [63][400/1879] lr: 1.000e-03, eta: 19:10:10, time: 0.554, data_time: 0.091, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.4380, loss: 1.4380 2020-06-19 03:41:33,188 - mmaction - INFO - Epoch [63][420/1879] lr: 1.000e-03, eta: 19:09:45, time: 0.611, data_time: 0.028, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1645, loss: 1.1645 2020-06-19 03:41:43,338 - mmaction - INFO - Epoch [63][440/1879] lr: 1.000e-03, eta: 19:09:19, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0937, loss: 1.0937 2020-06-19 03:41:54,478 - mmaction - INFO - Epoch [63][460/1879] lr: 1.000e-03, eta: 19:08:54, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4967, loss: 1.4967 2020-06-19 03:42:05,512 - mmaction - INFO - Epoch [63][480/1879] lr: 1.000e-03, eta: 19:08:29, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0315, loss: 1.0315 2020-06-19 03:42:16,378 - mmaction - INFO - Epoch [63][500/1879] lr: 1.000e-03, eta: 19:08:04, time: 0.545, data_time: 0.015, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0818, loss: 1.0818 2020-06-19 03:42:27,151 - mmaction - INFO - Epoch [63][520/1879] lr: 1.000e-03, eta: 19:07:38, time: 0.539, data_time: 0.019, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1189, loss: 1.1189 2020-06-19 03:42:38,351 - mmaction - INFO - Epoch [63][540/1879] lr: 1.000e-03, eta: 19:07:13, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2177, loss: 1.2177 2020-06-19 03:42:49,372 - mmaction - INFO - Epoch [63][560/1879] lr: 1.000e-03, eta: 19:06:48, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3811, loss: 1.3811 2020-06-19 03:43:01,120 - mmaction - INFO - Epoch [63][580/1879] lr: 1.000e-03, eta: 19:06:24, time: 0.587, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0150, loss: 1.0150 2020-06-19 03:43:11,191 - mmaction - INFO - Epoch [63][600/1879] lr: 1.000e-03, eta: 19:05:58, time: 0.501, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9000, loss_cls: 1.0005, loss: 1.0005 2020-06-19 03:43:21,705 - mmaction - INFO - Epoch [63][620/1879] lr: 1.000e-03, eta: 19:05:32, time: 0.527, data_time: 0.017, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5865, loss: 1.5865 2020-06-19 03:43:33,252 - mmaction - INFO - Epoch [63][640/1879] lr: 1.000e-03, eta: 19:05:08, time: 0.578, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3515, loss: 1.3515 2020-06-19 03:43:44,778 - mmaction - INFO - Epoch [63][660/1879] lr: 1.000e-03, eta: 19:04:43, time: 0.575, data_time: 0.045, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3273, loss: 1.3273 2020-06-19 03:43:55,659 - mmaction - INFO - Epoch [63][680/1879] lr: 1.000e-03, eta: 19:04:17, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1615, loss: 1.1615 2020-06-19 03:44:06,762 - mmaction - INFO - Epoch [63][700/1879] lr: 1.000e-03, eta: 19:03:52, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.1099, loss: 1.1099 2020-06-19 03:44:18,974 - mmaction - INFO - Epoch [63][720/1879] lr: 1.000e-03, eta: 19:03:28, time: 0.610, data_time: 0.006, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1248, loss: 1.1248 2020-06-19 03:44:29,854 - mmaction - INFO - Epoch [63][740/1879] lr: 1.000e-03, eta: 19:03:03, time: 0.546, data_time: 0.070, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 0.9889, loss: 0.9889 2020-06-19 03:44:41,289 - mmaction - INFO - Epoch [63][760/1879] lr: 1.000e-03, eta: 19:02:38, time: 0.570, data_time: 0.057, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2127, loss: 1.2127 2020-06-19 03:44:52,071 - mmaction - INFO - Epoch [63][780/1879] lr: 1.000e-03, eta: 19:02:13, time: 0.539, data_time: 0.012, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2644, loss: 1.2644 2020-06-19 03:45:02,994 - mmaction - INFO - Epoch [63][800/1879] lr: 1.000e-03, eta: 19:01:48, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4268, loss: 1.4268 2020-06-19 03:45:14,544 - mmaction - INFO - Epoch [63][820/1879] lr: 1.000e-03, eta: 19:01:23, time: 0.579, data_time: 0.115, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2633, loss: 1.2633 2020-06-19 03:45:25,481 - mmaction - INFO - Epoch [63][840/1879] lr: 1.000e-03, eta: 19:00:58, time: 0.547, data_time: 0.159, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.3562, loss: 1.3562 2020-06-19 03:45:35,696 - mmaction - INFO - Epoch [63][860/1879] lr: 1.000e-03, eta: 19:00:32, time: 0.509, data_time: 0.041, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3320, loss: 1.3320 2020-06-19 03:45:47,120 - mmaction - INFO - Epoch [63][880/1879] lr: 1.000e-03, eta: 19:00:07, time: 0.572, data_time: 0.012, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0608, loss: 1.0608 2020-06-19 03:45:58,328 - mmaction - INFO - Epoch [63][900/1879] lr: 1.000e-03, eta: 18:59:42, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3774, loss: 1.3774 2020-06-19 03:46:09,976 - mmaction - INFO - Epoch [63][920/1879] lr: 1.000e-03, eta: 18:59:18, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2719, loss: 1.2719 2020-06-19 03:46:20,730 - mmaction - INFO - Epoch [63][940/1879] lr: 1.000e-03, eta: 18:58:53, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2941, loss: 1.2941 2020-06-19 03:46:32,243 - mmaction - INFO - Epoch [63][960/1879] lr: 1.000e-03, eta: 18:58:28, time: 0.577, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4071, loss: 1.4071 2020-06-19 03:46:42,528 - mmaction - INFO - Epoch [63][980/1879] lr: 1.000e-03, eta: 18:58:02, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8375, loss_cls: 1.3133, loss: 1.3133 2020-06-19 03:46:54,106 - mmaction - INFO - Epoch [63][1000/1879] lr: 1.000e-03, eta: 18:57:38, time: 0.579, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8187, loss_cls: 1.4176, loss: 1.4176 2020-06-19 03:47:05,542 - mmaction - INFO - Epoch [63][1020/1879] lr: 1.000e-03, eta: 18:57:13, time: 0.571, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2679, loss: 1.2679 2020-06-19 03:47:17,309 - mmaction - INFO - Epoch [63][1040/1879] lr: 1.000e-03, eta: 18:56:48, time: 0.589, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1626, loss: 1.1626 2020-06-19 03:47:27,741 - mmaction - INFO - Epoch [63][1060/1879] lr: 1.000e-03, eta: 18:56:23, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4971, loss: 1.4971 2020-06-19 03:47:38,937 - mmaction - INFO - Epoch [63][1080/1879] lr: 1.000e-03, eta: 18:55:58, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3898, loss: 1.3898 2020-06-19 03:47:50,093 - mmaction - INFO - Epoch [63][1100/1879] lr: 1.000e-03, eta: 18:55:33, time: 0.558, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.2624, loss: 1.2624 2020-06-19 03:48:00,697 - mmaction - INFO - Epoch [63][1120/1879] lr: 1.000e-03, eta: 18:55:08, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3049, loss: 1.3049 2020-06-19 03:48:12,266 - mmaction - INFO - Epoch [63][1140/1879] lr: 1.000e-03, eta: 18:54:43, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2476, loss: 1.2476 2020-06-19 03:48:23,346 - mmaction - INFO - Epoch [63][1160/1879] lr: 1.000e-03, eta: 18:54:18, time: 0.554, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3296, loss: 1.3296 2020-06-19 03:48:35,183 - mmaction - INFO - Epoch [63][1180/1879] lr: 1.000e-03, eta: 18:53:54, time: 0.592, data_time: 0.012, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4029, loss: 1.4029 2020-06-19 03:48:45,959 - mmaction - INFO - Epoch [63][1200/1879] lr: 1.000e-03, eta: 18:53:29, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4634, loss: 1.4634 2020-06-19 03:48:57,375 - mmaction - INFO - Epoch [63][1220/1879] lr: 1.000e-03, eta: 18:53:04, time: 0.574, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2565, loss: 1.2565 2020-06-19 03:49:07,812 - mmaction - INFO - Epoch [63][1240/1879] lr: 1.000e-03, eta: 18:52:39, time: 0.519, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2134, loss: 1.2134 2020-06-19 03:49:19,378 - mmaction - INFO - Epoch [63][1260/1879] lr: 1.000e-03, eta: 18:52:14, time: 0.579, data_time: 0.004, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.3633, loss: 1.3633 2020-06-19 03:49:30,223 - mmaction - INFO - Epoch [63][1280/1879] lr: 1.000e-03, eta: 18:51:49, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0601, loss: 1.0601 2020-06-19 03:49:41,754 - mmaction - INFO - Epoch [63][1300/1879] lr: 1.000e-03, eta: 18:51:24, time: 0.575, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0867, loss: 1.0867 2020-06-19 03:49:52,702 - mmaction - INFO - Epoch [63][1320/1879] lr: 1.000e-03, eta: 18:50:59, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8938, loss_cls: 1.3439, loss: 1.3439 2020-06-19 03:50:03,588 - mmaction - INFO - Epoch [63][1340/1879] lr: 1.000e-03, eta: 18:50:34, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2208, loss: 1.2208 2020-06-19 03:50:14,123 - mmaction - INFO - Epoch [63][1360/1879] lr: 1.000e-03, eta: 18:50:09, time: 0.527, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3278, loss: 1.3278 2020-06-19 03:50:25,329 - mmaction - INFO - Epoch [63][1380/1879] lr: 1.000e-03, eta: 18:49:44, time: 0.559, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3377, loss: 1.3377 2020-06-19 03:50:36,184 - mmaction - INFO - Epoch [63][1400/1879] lr: 1.000e-03, eta: 18:49:19, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2846, loss: 1.2846 2020-06-19 03:50:48,904 - mmaction - INFO - Epoch [63][1420/1879] lr: 1.000e-03, eta: 18:48:55, time: 0.636, data_time: 0.017, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1478, loss: 1.1478 2020-06-19 03:50:59,844 - mmaction - INFO - Epoch [63][1440/1879] lr: 1.000e-03, eta: 18:48:30, time: 0.549, data_time: 0.118, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1603, loss: 1.1603 2020-06-19 03:51:11,350 - mmaction - INFO - Epoch [63][1460/1879] lr: 1.000e-03, eta: 18:48:06, time: 0.574, data_time: 0.125, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3269, loss: 1.3269 2020-06-19 03:51:23,125 - mmaction - INFO - Epoch [63][1480/1879] lr: 1.000e-03, eta: 18:47:41, time: 0.587, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1653, loss: 1.1653 2020-06-19 03:51:34,129 - mmaction - INFO - Epoch [63][1500/1879] lr: 1.000e-03, eta: 18:47:16, time: 0.554, data_time: 0.004, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3308, loss: 1.3308 2020-06-19 03:51:46,026 - mmaction - INFO - Epoch [63][1520/1879] lr: 1.000e-03, eta: 18:46:52, time: 0.594, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2558, loss: 1.2558 2020-06-19 03:51:58,296 - mmaction - INFO - Epoch [63][1540/1879] lr: 1.000e-03, eta: 18:46:28, time: 0.612, data_time: 0.041, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.4530, loss: 1.4530 2020-06-19 03:52:09,728 - mmaction - INFO - Epoch [63][1560/1879] lr: 1.000e-03, eta: 18:46:03, time: 0.574, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2577, loss: 1.2577 2020-06-19 03:52:21,849 - mmaction - INFO - Epoch [63][1580/1879] lr: 1.000e-03, eta: 18:45:39, time: 0.604, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1324, loss: 1.1324 2020-06-19 03:52:32,246 - mmaction - INFO - Epoch [63][1600/1879] lr: 1.000e-03, eta: 18:45:14, time: 0.521, data_time: 0.093, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2356, loss: 1.2356 2020-06-19 03:52:44,135 - mmaction - INFO - Epoch [63][1620/1879] lr: 1.000e-03, eta: 18:44:50, time: 0.593, data_time: 0.189, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0897, loss: 1.0897 2020-06-19 03:52:54,918 - mmaction - INFO - Epoch [63][1640/1879] lr: 1.000e-03, eta: 18:44:25, time: 0.539, data_time: 0.161, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2900, loss: 1.2900 2020-06-19 03:53:06,083 - mmaction - INFO - Epoch [63][1660/1879] lr: 1.000e-03, eta: 18:44:00, time: 0.559, data_time: 0.189, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2836, loss: 1.2836 2020-06-19 03:53:17,135 - mmaction - INFO - Epoch [63][1680/1879] lr: 1.000e-03, eta: 18:43:35, time: 0.550, data_time: 0.139, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2149, loss: 1.2149 2020-06-19 03:53:28,471 - mmaction - INFO - Epoch [63][1700/1879] lr: 1.000e-03, eta: 18:43:10, time: 0.569, data_time: 0.082, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3982, loss: 1.3982 2020-06-19 03:53:39,536 - mmaction - INFO - Epoch [63][1720/1879] lr: 1.000e-03, eta: 18:42:45, time: 0.553, data_time: 0.112, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.4183, loss: 1.4183 2020-06-19 03:53:50,035 - mmaction - INFO - Epoch [63][1740/1879] lr: 1.000e-03, eta: 18:42:20, time: 0.527, data_time: 0.055, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1966, loss: 1.1966 2020-06-19 03:54:01,275 - mmaction - INFO - Epoch [63][1760/1879] lr: 1.000e-03, eta: 18:41:56, time: 0.561, data_time: 0.005, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1025, loss: 1.1025 2020-06-19 03:54:12,327 - mmaction - INFO - Epoch [63][1780/1879] lr: 1.000e-03, eta: 18:41:31, time: 0.554, data_time: 0.089, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3226, loss: 1.3226 2020-06-19 03:54:23,218 - mmaction - INFO - Epoch [63][1800/1879] lr: 1.000e-03, eta: 18:41:06, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0613, loss: 1.0613 2020-06-19 03:54:34,507 - mmaction - INFO - Epoch [63][1820/1879] lr: 1.000e-03, eta: 18:40:41, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3932, loss: 1.3932 2020-06-19 03:54:45,165 - mmaction - INFO - Epoch [63][1840/1879] lr: 1.000e-03, eta: 18:40:16, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2124, loss: 1.2124 2020-06-19 03:54:56,478 - mmaction - INFO - Epoch [63][1860/1879] lr: 1.000e-03, eta: 18:39:52, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.1232, loss: 1.1232 2020-06-19 03:55:11,268 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-06-19 03:57:27,811 - mmaction - INFO - Epoch [64][20/1879] lr: 1.000e-03, eta: 18:40:19, time: 6.791, data_time: 6.203, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1393, loss: 1.1393 2020-06-19 03:57:38,936 - mmaction - INFO - Epoch [64][40/1879] lr: 1.000e-03, eta: 18:39:54, time: 0.558, data_time: 0.012, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1857, loss: 1.1857 2020-06-19 03:57:50,323 - mmaction - INFO - Epoch [64][60/1879] lr: 1.000e-03, eta: 18:39:29, time: 0.568, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1681, loss: 1.1681 2020-06-19 03:58:01,035 - mmaction - INFO - Epoch [64][80/1879] lr: 1.000e-03, eta: 18:39:04, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1077, loss: 1.1077 2020-06-19 03:58:12,268 - mmaction - INFO - Epoch [64][100/1879] lr: 1.000e-03, eta: 18:38:40, time: 0.559, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1076, loss: 1.1076 2020-06-19 03:58:23,430 - mmaction - INFO - Epoch [64][120/1879] lr: 1.000e-03, eta: 18:38:15, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9981, loss: 0.9981 2020-06-19 03:58:34,523 - mmaction - INFO - Epoch [64][140/1879] lr: 1.000e-03, eta: 18:37:50, time: 0.553, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2680, loss: 1.2680 2020-06-19 03:58:44,629 - mmaction - INFO - Epoch [64][160/1879] lr: 1.000e-03, eta: 18:37:25, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.2472, loss: 1.2472 2020-06-19 03:58:56,933 - mmaction - INFO - Epoch [64][180/1879] lr: 1.000e-03, eta: 18:37:01, time: 0.615, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2306, loss: 1.2306 2020-06-19 03:59:07,745 - mmaction - INFO - Epoch [64][200/1879] lr: 1.000e-03, eta: 18:36:36, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3751, loss: 1.3751 2020-06-19 03:59:18,488 - mmaction - INFO - Epoch [64][220/1879] lr: 1.000e-03, eta: 18:36:11, time: 0.540, data_time: 0.004, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8938, loss_cls: 1.3071, loss: 1.3071 2020-06-19 03:59:30,044 - mmaction - INFO - Epoch [64][240/1879] lr: 1.000e-03, eta: 18:35:46, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.3473, loss: 1.3473 2020-06-19 03:59:41,576 - mmaction - INFO - Epoch [64][260/1879] lr: 1.000e-03, eta: 18:35:22, time: 0.576, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1669, loss: 1.1669 2020-06-19 03:59:52,514 - mmaction - INFO - Epoch [64][280/1879] lr: 1.000e-03, eta: 18:34:57, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1211, loss: 1.1211 2020-06-19 04:00:05,691 - mmaction - INFO - Epoch [64][300/1879] lr: 1.000e-03, eta: 18:34:34, time: 0.657, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1302, loss: 1.1302 2020-06-19 04:00:16,677 - mmaction - INFO - Epoch [64][320/1879] lr: 1.000e-03, eta: 18:34:09, time: 0.550, data_time: 0.004, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4059, loss: 1.4059 2020-06-19 04:00:27,240 - mmaction - INFO - Epoch [64][340/1879] lr: 1.000e-03, eta: 18:33:44, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2186, loss: 1.2186 2020-06-19 04:00:38,502 - mmaction - INFO - Epoch [64][360/1879] lr: 1.000e-03, eta: 18:33:19, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3337, loss: 1.3337 2020-06-19 04:00:50,058 - mmaction - INFO - Epoch [64][380/1879] lr: 1.000e-03, eta: 18:32:55, time: 0.578, data_time: 0.040, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.1035, loss: 1.1035 2020-06-19 04:01:00,510 - mmaction - INFO - Epoch [64][400/1879] lr: 1.000e-03, eta: 18:32:30, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4459, loss: 1.4459 2020-06-19 04:01:11,540 - mmaction - INFO - Epoch [64][420/1879] lr: 1.000e-03, eta: 18:32:05, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3764, loss: 1.3764 2020-06-19 04:01:22,729 - mmaction - INFO - Epoch [64][440/1879] lr: 1.000e-03, eta: 18:31:40, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.1806, loss: 1.1806 2020-06-19 04:01:33,997 - mmaction - INFO - Epoch [64][460/1879] lr: 1.000e-03, eta: 18:31:16, time: 0.563, data_time: 0.119, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0411, loss: 1.0411 2020-06-19 04:01:44,639 - mmaction - INFO - Epoch [64][480/1879] lr: 1.000e-03, eta: 18:30:51, time: 0.532, data_time: 0.127, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3352, loss: 1.3352 2020-06-19 04:01:55,900 - mmaction - INFO - Epoch [64][500/1879] lr: 1.000e-03, eta: 18:30:26, time: 0.563, data_time: 0.029, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9853, loss: 0.9853 2020-06-19 04:02:06,863 - mmaction - INFO - Epoch [64][520/1879] lr: 1.000e-03, eta: 18:30:02, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1962, loss: 1.1962 2020-06-19 04:02:18,139 - mmaction - INFO - Epoch [64][540/1879] lr: 1.000e-03, eta: 18:29:37, time: 0.562, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2739, loss: 1.2739 2020-06-19 04:02:28,233 - mmaction - INFO - Epoch [64][560/1879] lr: 1.000e-03, eta: 18:29:12, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2940, loss: 1.2940 2020-06-19 04:02:39,755 - mmaction - INFO - Epoch [64][580/1879] lr: 1.000e-03, eta: 18:28:47, time: 0.575, data_time: 0.149, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0901, loss: 1.0901 2020-06-19 04:02:50,289 - mmaction - INFO - Epoch [64][600/1879] lr: 1.000e-03, eta: 18:28:22, time: 0.528, data_time: 0.017, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3384, loss: 1.3384 2020-06-19 04:03:00,943 - mmaction - INFO - Epoch [64][620/1879] lr: 1.000e-03, eta: 18:27:57, time: 0.532, data_time: 0.081, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1078, loss: 1.1078 2020-06-19 04:03:12,168 - mmaction - INFO - Epoch [64][640/1879] lr: 1.000e-03, eta: 18:27:33, time: 0.562, data_time: 0.005, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.3213, loss: 1.3213 2020-06-19 04:03:23,797 - mmaction - INFO - Epoch [64][660/1879] lr: 1.000e-03, eta: 18:27:09, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2851, loss: 1.2851 2020-06-19 04:03:34,056 - mmaction - INFO - Epoch [64][680/1879] lr: 1.000e-03, eta: 18:26:43, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3931, loss: 1.3931 2020-06-19 04:03:45,600 - mmaction - INFO - Epoch [64][700/1879] lr: 1.000e-03, eta: 18:26:19, time: 0.577, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.3793, loss: 1.3793 2020-06-19 04:03:56,507 - mmaction - INFO - Epoch [64][720/1879] lr: 1.000e-03, eta: 18:25:54, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8688, loss_cls: 1.0526, loss: 1.0526 2020-06-19 04:04:07,905 - mmaction - INFO - Epoch [64][740/1879] lr: 1.000e-03, eta: 18:25:30, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3102, loss: 1.3102 2020-06-19 04:04:18,072 - mmaction - INFO - Epoch [64][760/1879] lr: 1.000e-03, eta: 18:25:05, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8562, loss_cls: 1.1106, loss: 1.1106 2020-06-19 04:04:29,941 - mmaction - INFO - Epoch [64][780/1879] lr: 1.000e-03, eta: 18:24:41, time: 0.594, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.3126, loss: 1.3126 2020-06-19 04:04:40,173 - mmaction - INFO - Epoch [64][800/1879] lr: 1.000e-03, eta: 18:24:16, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1274, loss: 1.1274 2020-06-19 04:04:50,707 - mmaction - INFO - Epoch [64][820/1879] lr: 1.000e-03, eta: 18:23:51, time: 0.532, data_time: 0.006, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2789, loss: 1.2789 2020-06-19 04:05:03,433 - mmaction - INFO - Epoch [64][840/1879] lr: 1.000e-03, eta: 18:23:27, time: 0.633, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.9361, loss: 0.9361 2020-06-19 04:05:14,165 - mmaction - INFO - Epoch [64][860/1879] lr: 1.000e-03, eta: 18:23:02, time: 0.540, data_time: 0.004, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.2488, loss: 1.2488 2020-06-19 04:05:25,551 - mmaction - INFO - Epoch [64][880/1879] lr: 1.000e-03, eta: 18:22:38, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2260, loss: 1.2260 2020-06-19 04:05:36,460 - mmaction - INFO - Epoch [64][900/1879] lr: 1.000e-03, eta: 18:22:13, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5039, loss: 1.5039 2020-06-19 04:05:48,291 - mmaction - INFO - Epoch [64][920/1879] lr: 1.000e-03, eta: 18:21:49, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0387, loss: 1.0387 2020-06-19 04:05:58,754 - mmaction - INFO - Epoch [64][940/1879] lr: 1.000e-03, eta: 18:21:24, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1405, loss: 1.1405 2020-06-19 04:06:10,069 - mmaction - INFO - Epoch [64][960/1879] lr: 1.000e-03, eta: 18:21:00, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.7937, loss_cls: 1.6917, loss: 1.6917 2020-06-19 04:06:20,543 - mmaction - INFO - Epoch [64][980/1879] lr: 1.000e-03, eta: 18:20:35, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2741, loss: 1.2741 2020-06-19 04:06:30,898 - mmaction - INFO - Epoch [64][1000/1879] lr: 1.000e-03, eta: 18:20:10, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2963, loss: 1.2963 2020-06-19 04:06:42,366 - mmaction - INFO - Epoch [64][1020/1879] lr: 1.000e-03, eta: 18:19:45, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2598, loss: 1.2598 2020-06-19 04:06:54,312 - mmaction - INFO - Epoch [64][1040/1879] lr: 1.000e-03, eta: 18:19:21, time: 0.597, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3253, loss: 1.3253 2020-06-19 04:07:05,107 - mmaction - INFO - Epoch [64][1060/1879] lr: 1.000e-03, eta: 18:18:57, time: 0.542, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1632, loss: 1.1632 2020-06-19 04:07:15,487 - mmaction - INFO - Epoch [64][1080/1879] lr: 1.000e-03, eta: 18:18:32, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.2262, loss: 1.2262 2020-06-19 04:07:26,866 - mmaction - INFO - Epoch [64][1100/1879] lr: 1.000e-03, eta: 18:18:07, time: 0.568, data_time: 0.102, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2162, loss: 1.2162 2020-06-19 04:07:38,224 - mmaction - INFO - Epoch [64][1120/1879] lr: 1.000e-03, eta: 18:17:43, time: 0.567, data_time: 0.060, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0247, loss: 1.0247 2020-06-19 04:07:49,183 - mmaction - INFO - Epoch [64][1140/1879] lr: 1.000e-03, eta: 18:17:19, time: 0.550, data_time: 0.208, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0821, loss: 1.0821 2020-06-19 04:08:00,064 - mmaction - INFO - Epoch [64][1160/1879] lr: 1.000e-03, eta: 18:16:54, time: 0.544, data_time: 0.195, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.3008, loss: 1.3008 2020-06-19 04:08:10,891 - mmaction - INFO - Epoch [64][1180/1879] lr: 1.000e-03, eta: 18:16:29, time: 0.540, data_time: 0.059, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1825, loss: 1.1825 2020-06-19 04:08:21,518 - mmaction - INFO - Epoch [64][1200/1879] lr: 1.000e-03, eta: 18:16:04, time: 0.532, data_time: 0.065, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4244, loss: 1.4244 2020-06-19 04:08:32,699 - mmaction - INFO - Epoch [64][1220/1879] lr: 1.000e-03, eta: 18:15:40, time: 0.560, data_time: 0.113, memory: 5168, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.2383, loss: 1.2383 2020-06-19 04:08:43,593 - mmaction - INFO - Epoch [64][1240/1879] lr: 1.000e-03, eta: 18:15:15, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9231, loss: 0.9231 2020-06-19 04:08:55,392 - mmaction - INFO - Epoch [64][1260/1879] lr: 1.000e-03, eta: 18:14:51, time: 0.591, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2919, loss: 1.2919 2020-06-19 04:09:05,944 - mmaction - INFO - Epoch [64][1280/1879] lr: 1.000e-03, eta: 18:14:27, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5271, loss: 1.5271 2020-06-19 04:09:17,238 - mmaction - INFO - Epoch [64][1300/1879] lr: 1.000e-03, eta: 18:14:02, time: 0.563, data_time: 0.063, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.1926, loss: 1.1926 2020-06-19 04:09:27,852 - mmaction - INFO - Epoch [64][1320/1879] lr: 1.000e-03, eta: 18:13:37, time: 0.533, data_time: 0.004, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.2729, loss: 1.2729 2020-06-19 04:09:38,914 - mmaction - INFO - Epoch [64][1340/1879] lr: 1.000e-03, eta: 18:13:13, time: 0.553, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0831, loss: 1.0831 2020-06-19 04:09:49,473 - mmaction - INFO - Epoch [64][1360/1879] lr: 1.000e-03, eta: 18:12:48, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2152, loss: 1.2152 2020-06-19 04:10:00,964 - mmaction - INFO - Epoch [64][1380/1879] lr: 1.000e-03, eta: 18:12:24, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.3132, loss: 1.3132 2020-06-19 04:10:11,673 - mmaction - INFO - Epoch [64][1400/1879] lr: 1.000e-03, eta: 18:11:59, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1548, loss: 1.1548 2020-06-19 04:10:23,317 - mmaction - INFO - Epoch [64][1420/1879] lr: 1.000e-03, eta: 18:11:35, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2590, loss: 1.2590 2020-06-19 04:10:34,617 - mmaction - INFO - Epoch [64][1440/1879] lr: 1.000e-03, eta: 18:11:11, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.4572, loss: 1.4572 2020-06-19 04:10:45,003 - mmaction - INFO - Epoch [64][1460/1879] lr: 1.000e-03, eta: 18:10:46, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3256, loss: 1.3256 2020-06-19 04:10:55,812 - mmaction - INFO - Epoch [64][1480/1879] lr: 1.000e-03, eta: 18:10:21, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0816, loss: 1.0816 2020-06-19 04:11:06,788 - mmaction - INFO - Epoch [64][1500/1879] lr: 1.000e-03, eta: 18:09:57, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2442, loss: 1.2442 2020-06-19 04:11:18,155 - mmaction - INFO - Epoch [64][1520/1879] lr: 1.000e-03, eta: 18:09:33, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1846, loss: 1.1846 2020-06-19 04:11:29,061 - mmaction - INFO - Epoch [64][1540/1879] lr: 1.000e-03, eta: 18:09:08, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.2281, loss: 1.2281 2020-06-19 04:11:39,963 - mmaction - INFO - Epoch [64][1560/1879] lr: 1.000e-03, eta: 18:08:44, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2902, loss: 1.2902 2020-06-19 04:11:50,952 - mmaction - INFO - Epoch [64][1580/1879] lr: 1.000e-03, eta: 18:08:19, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.9062, loss_cls: 1.3005, loss: 1.3005 2020-06-19 04:12:02,397 - mmaction - INFO - Epoch [64][1600/1879] lr: 1.000e-03, eta: 18:07:55, time: 0.573, data_time: 0.006, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.2960, loss: 1.2960 2020-06-19 04:12:13,719 - mmaction - INFO - Epoch [64][1620/1879] lr: 1.000e-03, eta: 18:07:31, time: 0.567, data_time: 0.015, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2959, loss: 1.2959 2020-06-19 04:12:24,895 - mmaction - INFO - Epoch [64][1640/1879] lr: 1.000e-03, eta: 18:07:06, time: 0.558, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3472, loss: 1.3472 2020-06-19 04:12:35,320 - mmaction - INFO - Epoch [64][1660/1879] lr: 1.000e-03, eta: 18:06:42, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3326, loss: 1.3326 2020-06-19 04:12:45,989 - mmaction - INFO - Epoch [64][1680/1879] lr: 1.000e-03, eta: 18:06:17, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.2901, loss: 1.2901 2020-06-19 04:12:57,317 - mmaction - INFO - Epoch [64][1700/1879] lr: 1.000e-03, eta: 18:05:53, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4170, loss: 1.4170 2020-06-19 04:13:08,575 - mmaction - INFO - Epoch [64][1720/1879] lr: 1.000e-03, eta: 18:05:29, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1526, loss: 1.1526 2020-06-19 04:13:20,122 - mmaction - INFO - Epoch [64][1740/1879] lr: 1.000e-03, eta: 18:05:05, time: 0.577, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3195, loss: 1.3195 2020-06-19 04:13:30,306 - mmaction - INFO - Epoch [64][1760/1879] lr: 1.000e-03, eta: 18:04:40, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2414, loss: 1.2414 2020-06-19 04:13:41,536 - mmaction - INFO - Epoch [64][1780/1879] lr: 1.000e-03, eta: 18:04:15, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3274, loss: 1.3274 2020-06-19 04:13:52,627 - mmaction - INFO - Epoch [64][1800/1879] lr: 1.000e-03, eta: 18:03:51, time: 0.553, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2740, loss: 1.2740 2020-06-19 04:14:02,778 - mmaction - INFO - Epoch [64][1820/1879] lr: 1.000e-03, eta: 18:03:26, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.3052, loss: 1.3052 2020-06-19 04:14:13,989 - mmaction - INFO - Epoch [64][1840/1879] lr: 1.000e-03, eta: 18:03:02, time: 0.559, data_time: 0.001, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6112, loss: 1.6112 2020-06-19 04:14:25,666 - mmaction - INFO - Epoch [64][1860/1879] lr: 1.000e-03, eta: 18:02:38, time: 0.586, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0565, loss: 1.0565 2020-06-19 04:14:42,194 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-06-19 04:17:00,103 - mmaction - INFO - Epoch [65][20/1879] lr: 1.000e-03, eta: 18:03:03, time: 6.863, data_time: 6.300, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9774, loss: 0.9774 2020-06-19 04:17:11,004 - mmaction - INFO - Epoch [65][40/1879] lr: 1.000e-03, eta: 18:02:39, time: 0.544, data_time: 0.005, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5058, loss: 1.5058 2020-06-19 04:17:21,615 - mmaction - INFO - Epoch [65][60/1879] lr: 1.000e-03, eta: 18:02:14, time: 0.530, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1381, loss: 1.1381 2020-06-19 04:17:32,925 - mmaction - INFO - Epoch [65][80/1879] lr: 1.000e-03, eta: 18:01:50, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2733, loss: 1.2733 2020-06-19 04:17:43,604 - mmaction - INFO - Epoch [65][100/1879] lr: 1.000e-03, eta: 18:01:25, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2228, loss: 1.2228 2020-06-19 04:17:54,602 - mmaction - INFO - Epoch [65][120/1879] lr: 1.000e-03, eta: 18:01:01, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.2006, loss: 1.2006 2020-06-19 04:18:05,693 - mmaction - INFO - Epoch [65][140/1879] lr: 1.000e-03, eta: 18:00:37, time: 0.553, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8375, loss_cls: 1.4627, loss: 1.4627 2020-06-19 04:18:17,089 - mmaction - INFO - Epoch [65][160/1879] lr: 1.000e-03, eta: 18:00:13, time: 0.570, data_time: 0.090, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2055, loss: 1.2055 2020-06-19 04:18:27,753 - mmaction - INFO - Epoch [65][180/1879] lr: 1.000e-03, eta: 17:59:48, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2929, loss: 1.2929 2020-06-19 04:18:38,285 - mmaction - INFO - Epoch [65][200/1879] lr: 1.000e-03, eta: 17:59:23, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0941, loss: 1.0941 2020-06-19 04:18:49,399 - mmaction - INFO - Epoch [65][220/1879] lr: 1.000e-03, eta: 17:58:59, time: 0.554, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8750, loss_cls: 1.0333, loss: 1.0333 2020-06-19 04:19:00,792 - mmaction - INFO - Epoch [65][240/1879] lr: 1.000e-03, eta: 17:58:35, time: 0.571, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0302, loss: 1.0302 2020-06-19 04:19:12,005 - mmaction - INFO - Epoch [65][260/1879] lr: 1.000e-03, eta: 17:58:11, time: 0.559, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1411, loss: 1.1411 2020-06-19 04:19:23,285 - mmaction - INFO - Epoch [65][280/1879] lr: 1.000e-03, eta: 17:57:47, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3559, loss: 1.3559 2020-06-19 04:19:34,319 - mmaction - INFO - Epoch [65][300/1879] lr: 1.000e-03, eta: 17:57:22, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2144, loss: 1.2144 2020-06-19 04:19:45,007 - mmaction - INFO - Epoch [65][320/1879] lr: 1.000e-03, eta: 17:56:58, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.2896, loss: 1.2896 2020-06-19 04:19:56,411 - mmaction - INFO - Epoch [65][340/1879] lr: 1.000e-03, eta: 17:56:34, time: 0.569, data_time: 0.013, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.9255, loss: 0.9255 2020-06-19 04:20:08,062 - mmaction - INFO - Epoch [65][360/1879] lr: 1.000e-03, eta: 17:56:10, time: 0.584, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3985, loss: 1.3985 2020-06-19 04:20:18,714 - mmaction - INFO - Epoch [65][380/1879] lr: 1.000e-03, eta: 17:55:45, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.1105, loss: 1.1105 2020-06-19 04:20:29,361 - mmaction - INFO - Epoch [65][400/1879] lr: 1.000e-03, eta: 17:55:21, time: 0.532, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1498, loss: 1.1498 2020-06-19 04:20:40,746 - mmaction - INFO - Epoch [65][420/1879] lr: 1.000e-03, eta: 17:54:57, time: 0.569, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8313, loss_cls: 1.3694, loss: 1.3694 2020-06-19 04:20:51,966 - mmaction - INFO - Epoch [65][440/1879] lr: 1.000e-03, eta: 17:54:32, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1204, loss: 1.1204 2020-06-19 04:21:02,780 - mmaction - INFO - Epoch [65][460/1879] lr: 1.000e-03, eta: 17:54:08, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2366, loss: 1.2366 2020-06-19 04:21:14,279 - mmaction - INFO - Epoch [65][480/1879] lr: 1.000e-03, eta: 17:53:44, time: 0.576, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2980, loss: 1.2980 2020-06-19 04:21:24,413 - mmaction - INFO - Epoch [65][500/1879] lr: 1.000e-03, eta: 17:53:19, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3691, loss: 1.3691 2020-06-19 04:21:35,907 - mmaction - INFO - Epoch [65][520/1879] lr: 1.000e-03, eta: 17:52:55, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0976, loss: 1.0976 2020-06-19 04:21:45,907 - mmaction - INFO - Epoch [65][540/1879] lr: 1.000e-03, eta: 17:52:30, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.4655, loss: 1.4655 2020-06-19 04:21:57,827 - mmaction - INFO - Epoch [65][560/1879] lr: 1.000e-03, eta: 17:52:07, time: 0.597, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2894, loss: 1.2894 2020-06-19 04:22:09,082 - mmaction - INFO - Epoch [65][580/1879] lr: 1.000e-03, eta: 17:51:43, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0311, loss: 1.0311 2020-06-19 04:22:19,474 - mmaction - INFO - Epoch [65][600/1879] lr: 1.000e-03, eta: 17:51:18, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2429, loss: 1.2429 2020-06-19 04:22:30,843 - mmaction - INFO - Epoch [65][620/1879] lr: 1.000e-03, eta: 17:50:54, time: 0.568, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1753, loss: 1.1753 2020-06-19 04:22:42,066 - mmaction - INFO - Epoch [65][640/1879] lr: 1.000e-03, eta: 17:50:30, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3438, loss: 1.3438 2020-06-19 04:22:53,225 - mmaction - INFO - Epoch [65][660/1879] lr: 1.000e-03, eta: 17:50:06, time: 0.560, data_time: 0.042, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2675, loss: 1.2675 2020-06-19 04:23:04,203 - mmaction - INFO - Epoch [65][680/1879] lr: 1.000e-03, eta: 17:49:41, time: 0.549, data_time: 0.056, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1848, loss: 1.1848 2020-06-19 04:23:15,625 - mmaction - INFO - Epoch [65][700/1879] lr: 1.000e-03, eta: 17:49:17, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1241, loss: 1.1241 2020-06-19 04:23:26,045 - mmaction - INFO - Epoch [65][720/1879] lr: 1.000e-03, eta: 17:48:53, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1536, loss: 1.1536 2020-06-19 04:23:37,048 - mmaction - INFO - Epoch [65][740/1879] lr: 1.000e-03, eta: 17:48:29, time: 0.548, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2446, loss: 1.2446 2020-06-19 04:23:48,476 - mmaction - INFO - Epoch [65][760/1879] lr: 1.000e-03, eta: 17:48:05, time: 0.572, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2157, loss: 1.2157 2020-06-19 04:23:58,773 - mmaction - INFO - Epoch [65][780/1879] lr: 1.000e-03, eta: 17:47:40, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.3378, loss: 1.3378 2020-06-19 04:24:09,755 - mmaction - INFO - Epoch [65][800/1879] lr: 1.000e-03, eta: 17:47:16, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1048, loss: 1.1048 2020-06-19 04:24:20,912 - mmaction - INFO - Epoch [65][820/1879] lr: 1.000e-03, eta: 17:46:52, time: 0.559, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1253, loss: 1.1253 2020-06-19 04:24:31,908 - mmaction - INFO - Epoch [65][840/1879] lr: 1.000e-03, eta: 17:46:27, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1809, loss: 1.1809 2020-06-19 04:24:43,120 - mmaction - INFO - Epoch [65][860/1879] lr: 1.000e-03, eta: 17:46:03, time: 0.560, data_time: 0.061, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.3247, loss: 1.3247 2020-06-19 04:24:54,111 - mmaction - INFO - Epoch [65][880/1879] lr: 1.000e-03, eta: 17:45:39, time: 0.548, data_time: 0.088, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.2993, loss: 1.2993 2020-06-19 04:25:05,289 - mmaction - INFO - Epoch [65][900/1879] lr: 1.000e-03, eta: 17:45:15, time: 0.560, data_time: 0.004, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2326, loss: 1.2326 2020-06-19 04:25:15,554 - mmaction - INFO - Epoch [65][920/1879] lr: 1.000e-03, eta: 17:44:50, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0747, loss: 1.0747 2020-06-19 04:25:27,174 - mmaction - INFO - Epoch [65][940/1879] lr: 1.000e-03, eta: 17:44:27, time: 0.581, data_time: 0.063, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4023, loss: 1.4023 2020-06-19 04:25:38,303 - mmaction - INFO - Epoch [65][960/1879] lr: 1.000e-03, eta: 17:44:02, time: 0.558, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1839, loss: 1.1839 2020-06-19 04:25:48,951 - mmaction - INFO - Epoch [65][980/1879] lr: 1.000e-03, eta: 17:43:38, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1686, loss: 1.1686 2020-06-19 04:26:00,068 - mmaction - INFO - Epoch [65][1000/1879] lr: 1.000e-03, eta: 17:43:14, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.3427, loss: 1.3427 2020-06-19 04:26:11,201 - mmaction - INFO - Epoch [65][1020/1879] lr: 1.000e-03, eta: 17:42:50, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.1287, loss: 1.1287 2020-06-19 04:26:21,676 - mmaction - INFO - Epoch [65][1040/1879] lr: 1.000e-03, eta: 17:42:25, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.3065, loss: 1.3065 2020-06-19 04:26:32,821 - mmaction - INFO - Epoch [65][1060/1879] lr: 1.000e-03, eta: 17:42:01, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4418, loss: 1.4418 2020-06-19 04:26:43,577 - mmaction - INFO - Epoch [65][1080/1879] lr: 1.000e-03, eta: 17:41:37, time: 0.540, data_time: 0.007, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3352, loss: 1.3352 2020-06-19 04:26:54,560 - mmaction - INFO - Epoch [65][1100/1879] lr: 1.000e-03, eta: 17:41:13, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9375, loss_cls: 1.0212, loss: 1.0212 2020-06-19 04:27:05,419 - mmaction - INFO - Epoch [65][1120/1879] lr: 1.000e-03, eta: 17:40:49, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2540, loss: 1.2540 2020-06-19 04:27:15,874 - mmaction - INFO - Epoch [65][1140/1879] lr: 1.000e-03, eta: 17:40:24, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3418, loss: 1.3418 2020-06-19 04:27:27,383 - mmaction - INFO - Epoch [65][1160/1879] lr: 1.000e-03, eta: 17:40:00, time: 0.575, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2602, loss: 1.2602 2020-06-19 04:27:38,143 - mmaction - INFO - Epoch [65][1180/1879] lr: 1.000e-03, eta: 17:39:36, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.0705, loss: 1.0705 2020-06-19 04:27:49,812 - mmaction - INFO - Epoch [65][1200/1879] lr: 1.000e-03, eta: 17:39:12, time: 0.582, data_time: 0.034, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1816, loss: 1.1816 2020-06-19 04:28:00,492 - mmaction - INFO - Epoch [65][1220/1879] lr: 1.000e-03, eta: 17:38:48, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1459, loss: 1.1459 2020-06-19 04:28:11,504 - mmaction - INFO - Epoch [65][1240/1879] lr: 1.000e-03, eta: 17:38:24, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2464, loss: 1.2464 2020-06-19 04:28:22,554 - mmaction - INFO - Epoch [65][1260/1879] lr: 1.000e-03, eta: 17:38:00, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.8988, loss: 0.8988 2020-06-19 04:28:33,453 - mmaction - INFO - Epoch [65][1280/1879] lr: 1.000e-03, eta: 17:37:36, time: 0.542, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1325, loss: 1.1325 2020-06-19 04:28:45,151 - mmaction - INFO - Epoch [65][1300/1879] lr: 1.000e-03, eta: 17:37:12, time: 0.588, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2192, loss: 1.2192 2020-06-19 04:28:55,636 - mmaction - INFO - Epoch [65][1320/1879] lr: 1.000e-03, eta: 17:36:48, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3210, loss: 1.3210 2020-06-19 04:29:06,139 - mmaction - INFO - Epoch [65][1340/1879] lr: 1.000e-03, eta: 17:36:23, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.4107, loss: 1.4107 2020-06-19 04:29:17,494 - mmaction - INFO - Epoch [65][1360/1879] lr: 1.000e-03, eta: 17:35:59, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1843, loss: 1.1843 2020-06-19 04:29:28,377 - mmaction - INFO - Epoch [65][1380/1879] lr: 1.000e-03, eta: 17:35:35, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1079, loss: 1.1079 2020-06-19 04:29:39,855 - mmaction - INFO - Epoch [65][1400/1879] lr: 1.000e-03, eta: 17:35:11, time: 0.572, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3452, loss: 1.3452 2020-06-19 04:29:51,073 - mmaction - INFO - Epoch [65][1420/1879] lr: 1.000e-03, eta: 17:34:48, time: 0.561, data_time: 0.024, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.8872, loss: 0.8872 2020-06-19 04:30:02,177 - mmaction - INFO - Epoch [65][1440/1879] lr: 1.000e-03, eta: 17:34:24, time: 0.555, data_time: 0.010, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 0.9748, loss: 0.9748 2020-06-19 04:30:13,242 - mmaction - INFO - Epoch [65][1460/1879] lr: 1.000e-03, eta: 17:34:00, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2229, loss: 1.2229 2020-06-19 04:30:23,320 - mmaction - INFO - Epoch [65][1480/1879] lr: 1.000e-03, eta: 17:33:35, time: 0.506, data_time: 0.096, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9477, loss: 0.9477 2020-06-19 04:30:34,481 - mmaction - INFO - Epoch [65][1500/1879] lr: 1.000e-03, eta: 17:33:11, time: 0.558, data_time: 0.033, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1521, loss: 1.1521 2020-06-19 04:30:46,455 - mmaction - INFO - Epoch [65][1520/1879] lr: 1.000e-03, eta: 17:32:48, time: 0.597, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4545, loss: 1.4545 2020-06-19 04:30:57,140 - mmaction - INFO - Epoch [65][1540/1879] lr: 1.000e-03, eta: 17:32:23, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2278, loss: 1.2278 2020-06-19 04:31:08,266 - mmaction - INFO - Epoch [65][1560/1879] lr: 1.000e-03, eta: 17:31:59, time: 0.554, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1140, loss: 1.1140 2020-06-19 04:31:18,975 - mmaction - INFO - Epoch [65][1580/1879] lr: 1.000e-03, eta: 17:31:35, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2396, loss: 1.2396 2020-06-19 04:31:30,395 - mmaction - INFO - Epoch [65][1600/1879] lr: 1.000e-03, eta: 17:31:11, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3431, loss: 1.3431 2020-06-19 04:31:41,310 - mmaction - INFO - Epoch [65][1620/1879] lr: 1.000e-03, eta: 17:30:47, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2359, loss: 1.2359 2020-06-19 04:31:52,569 - mmaction - INFO - Epoch [65][1640/1879] lr: 1.000e-03, eta: 17:30:23, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2107, loss: 1.2107 2020-06-19 04:32:02,984 - mmaction - INFO - Epoch [65][1660/1879] lr: 1.000e-03, eta: 17:29:59, time: 0.520, data_time: 0.101, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.2248, loss: 1.2248 2020-06-19 04:32:13,992 - mmaction - INFO - Epoch [65][1680/1879] lr: 1.000e-03, eta: 17:29:35, time: 0.550, data_time: 0.130, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3364, loss: 1.3364 2020-06-19 04:32:25,450 - mmaction - INFO - Epoch [65][1700/1879] lr: 1.000e-03, eta: 17:29:11, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1796, loss: 1.1796 2020-06-19 04:32:35,931 - mmaction - INFO - Epoch [65][1720/1879] lr: 1.000e-03, eta: 17:28:47, time: 0.522, data_time: 0.015, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2967, loss: 1.2967 2020-06-19 04:32:47,569 - mmaction - INFO - Epoch [65][1740/1879] lr: 1.000e-03, eta: 17:28:23, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2235, loss: 1.2235 2020-06-19 04:32:58,781 - mmaction - INFO - Epoch [65][1760/1879] lr: 1.000e-03, eta: 17:28:00, time: 0.562, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1636, loss: 1.1636 2020-06-19 04:33:09,756 - mmaction - INFO - Epoch [65][1780/1879] lr: 1.000e-03, eta: 17:27:36, time: 0.550, data_time: 0.101, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3500, loss: 1.3500 2020-06-19 04:33:21,585 - mmaction - INFO - Epoch [65][1800/1879] lr: 1.000e-03, eta: 17:27:12, time: 0.592, data_time: 0.183, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.2499, loss: 1.2499 2020-06-19 04:33:32,510 - mmaction - INFO - Epoch [65][1820/1879] lr: 1.000e-03, eta: 17:26:48, time: 0.546, data_time: 0.115, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2913, loss: 1.2913 2020-06-19 04:33:44,253 - mmaction - INFO - Epoch [65][1840/1879] lr: 1.000e-03, eta: 17:26:25, time: 0.587, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3665, loss: 1.3665 2020-06-19 04:33:54,739 - mmaction - INFO - Epoch [65][1860/1879] lr: 1.000e-03, eta: 17:26:00, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1898, loss: 1.1898 2020-06-19 04:34:08,583 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-06-19 04:36:17,713 - mmaction - INFO - Epoch [66][20/1879] lr: 1.000e-03, eta: 17:26:17, time: 6.372, data_time: 5.927, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1210, loss: 1.1210 2020-06-19 04:36:28,546 - mmaction - INFO - Epoch [66][40/1879] lr: 1.000e-03, eta: 17:25:53, time: 0.543, data_time: 0.209, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1209, loss: 1.1209 2020-06-19 04:36:39,978 - mmaction - INFO - Epoch [66][60/1879] lr: 1.000e-03, eta: 17:25:30, time: 0.572, data_time: 0.196, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1505, loss: 1.1505 2020-06-19 04:36:51,354 - mmaction - INFO - Epoch [66][80/1879] lr: 1.000e-03, eta: 17:25:06, time: 0.567, data_time: 0.229, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2581, loss: 1.2581 2020-06-19 04:37:01,647 - mmaction - INFO - Epoch [66][100/1879] lr: 1.000e-03, eta: 17:24:42, time: 0.514, data_time: 0.027, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3878, loss: 1.3878 2020-06-19 04:37:12,372 - mmaction - INFO - Epoch [66][120/1879] lr: 1.000e-03, eta: 17:24:17, time: 0.538, data_time: 0.009, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.4114, loss: 1.4114 2020-06-19 04:37:24,588 - mmaction - INFO - Epoch [66][140/1879] lr: 1.000e-03, eta: 17:23:54, time: 0.610, data_time: 0.029, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1803, loss: 1.1803 2020-06-19 04:37:35,623 - mmaction - INFO - Epoch [66][160/1879] lr: 1.000e-03, eta: 17:23:30, time: 0.554, data_time: 0.186, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1194, loss: 1.1194 2020-06-19 04:37:47,050 - mmaction - INFO - Epoch [66][180/1879] lr: 1.000e-03, eta: 17:23:07, time: 0.572, data_time: 0.118, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0783, loss: 1.0783 2020-06-19 04:37:57,827 - mmaction - INFO - Epoch [66][200/1879] lr: 1.000e-03, eta: 17:22:43, time: 0.539, data_time: 0.024, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0733, loss: 1.0733 2020-06-19 04:38:09,034 - mmaction - INFO - Epoch [66][220/1879] lr: 1.000e-03, eta: 17:22:19, time: 0.558, data_time: 0.038, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3476, loss: 1.3476 2020-06-19 04:38:20,327 - mmaction - INFO - Epoch [66][240/1879] lr: 1.000e-03, eta: 17:21:55, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1764, loss: 1.1764 2020-06-19 04:38:31,033 - mmaction - INFO - Epoch [66][260/1879] lr: 1.000e-03, eta: 17:21:31, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3965, loss: 1.3965 2020-06-19 04:38:42,565 - mmaction - INFO - Epoch [66][280/1879] lr: 1.000e-03, eta: 17:21:07, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2068, loss: 1.2068 2020-06-19 04:38:53,452 - mmaction - INFO - Epoch [66][300/1879] lr: 1.000e-03, eta: 17:20:43, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0868, loss: 1.0868 2020-06-19 04:39:05,024 - mmaction - INFO - Epoch [66][320/1879] lr: 1.000e-03, eta: 17:20:20, time: 0.579, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2608, loss: 1.2608 2020-06-19 04:39:15,530 - mmaction - INFO - Epoch [66][340/1879] lr: 1.000e-03, eta: 17:19:56, time: 0.524, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9545, loss: 0.9545 2020-06-19 04:39:26,670 - mmaction - INFO - Epoch [66][360/1879] lr: 1.000e-03, eta: 17:19:32, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1309, loss: 1.1309 2020-06-19 04:39:37,688 - mmaction - INFO - Epoch [66][380/1879] lr: 1.000e-03, eta: 17:19:08, time: 0.550, data_time: 0.090, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3825, loss: 1.3825 2020-06-19 04:39:49,468 - mmaction - INFO - Epoch [66][400/1879] lr: 1.000e-03, eta: 17:18:44, time: 0.591, data_time: 0.237, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2375, loss: 1.2375 2020-06-19 04:40:00,268 - mmaction - INFO - Epoch [66][420/1879] lr: 1.000e-03, eta: 17:18:20, time: 0.539, data_time: 0.023, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1335, loss: 1.1335 2020-06-19 04:40:10,753 - mmaction - INFO - Epoch [66][440/1879] lr: 1.000e-03, eta: 17:17:56, time: 0.524, data_time: 0.032, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3177, loss: 1.3177 2020-06-19 04:40:21,755 - mmaction - INFO - Epoch [66][460/1879] lr: 1.000e-03, eta: 17:17:32, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2738, loss: 1.2738 2020-06-19 04:40:33,233 - mmaction - INFO - Epoch [66][480/1879] lr: 1.000e-03, eta: 17:17:09, time: 0.575, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1350, loss: 1.1350 2020-06-19 04:40:43,838 - mmaction - INFO - Epoch [66][500/1879] lr: 1.000e-03, eta: 17:16:45, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8688, loss_cls: 1.1916, loss: 1.1916 2020-06-19 04:40:54,821 - mmaction - INFO - Epoch [66][520/1879] lr: 1.000e-03, eta: 17:16:21, time: 0.549, data_time: 0.014, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2002, loss: 1.2002 2020-06-19 04:41:07,478 - mmaction - INFO - Epoch [66][540/1879] lr: 1.000e-03, eta: 17:15:58, time: 0.632, data_time: 0.014, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2261, loss: 1.2261 2020-06-19 04:41:17,812 - mmaction - INFO - Epoch [66][560/1879] lr: 1.000e-03, eta: 17:15:34, time: 0.520, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0774, loss: 1.0774 2020-06-19 04:41:28,560 - mmaction - INFO - Epoch [66][580/1879] lr: 1.000e-03, eta: 17:15:10, time: 0.536, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8500, loss_cls: 1.1950, loss: 1.1950 2020-06-19 04:41:39,648 - mmaction - INFO - Epoch [66][600/1879] lr: 1.000e-03, eta: 17:14:46, time: 0.553, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4911, loss: 1.4911 2020-06-19 04:41:49,816 - mmaction - INFO - Epoch [66][620/1879] lr: 1.000e-03, eta: 17:14:21, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2374, loss: 1.2374 2020-06-19 04:42:02,050 - mmaction - INFO - Epoch [66][640/1879] lr: 1.000e-03, eta: 17:13:58, time: 0.612, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0152, loss: 1.0152 2020-06-19 04:42:12,020 - mmaction - INFO - Epoch [66][660/1879] lr: 1.000e-03, eta: 17:13:34, time: 0.496, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3215, loss: 1.3215 2020-06-19 04:42:23,005 - mmaction - INFO - Epoch [66][680/1879] lr: 1.000e-03, eta: 17:13:10, time: 0.550, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.2121, loss: 1.2121 2020-06-19 04:42:33,961 - mmaction - INFO - Epoch [66][700/1879] lr: 1.000e-03, eta: 17:12:46, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1252, loss: 1.1252 2020-06-19 04:42:45,332 - mmaction - INFO - Epoch [66][720/1879] lr: 1.000e-03, eta: 17:12:23, time: 0.571, data_time: 0.015, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 1.0160, loss: 1.0160 2020-06-19 04:42:55,460 - mmaction - INFO - Epoch [66][740/1879] lr: 1.000e-03, eta: 17:11:58, time: 0.506, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3631, loss: 1.3631 2020-06-19 04:43:06,368 - mmaction - INFO - Epoch [66][760/1879] lr: 1.000e-03, eta: 17:11:34, time: 0.545, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9828, loss: 0.9828 2020-06-19 04:43:17,737 - mmaction - INFO - Epoch [66][780/1879] lr: 1.000e-03, eta: 17:11:11, time: 0.568, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0557, loss: 1.0557 2020-06-19 04:43:28,875 - mmaction - INFO - Epoch [66][800/1879] lr: 1.000e-03, eta: 17:10:47, time: 0.556, data_time: 0.058, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3529, loss: 1.3529 2020-06-19 04:43:40,018 - mmaction - INFO - Epoch [66][820/1879] lr: 1.000e-03, eta: 17:10:23, time: 0.556, data_time: 0.081, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1538, loss: 1.1538 2020-06-19 04:43:50,676 - mmaction - INFO - Epoch [66][840/1879] lr: 1.000e-03, eta: 17:09:59, time: 0.535, data_time: 0.033, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4153, loss: 1.4153 2020-06-19 04:44:01,679 - mmaction - INFO - Epoch [66][860/1879] lr: 1.000e-03, eta: 17:09:36, time: 0.549, data_time: 0.006, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3401, loss: 1.3401 2020-06-19 04:44:12,769 - mmaction - INFO - Epoch [66][880/1879] lr: 1.000e-03, eta: 17:09:12, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1987, loss: 1.1987 2020-06-19 04:44:23,925 - mmaction - INFO - Epoch [66][900/1879] lr: 1.000e-03, eta: 17:08:48, time: 0.558, data_time: 0.049, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2673, loss: 1.2673 2020-06-19 04:44:34,433 - mmaction - INFO - Epoch [66][920/1879] lr: 1.000e-03, eta: 17:08:24, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2126, loss: 1.2126 2020-06-19 04:44:44,622 - mmaction - INFO - Epoch [66][940/1879] lr: 1.000e-03, eta: 17:08:00, time: 0.510, data_time: 0.052, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2166, loss: 1.2166 2020-06-19 04:44:55,546 - mmaction - INFO - Epoch [66][960/1879] lr: 1.000e-03, eta: 17:07:36, time: 0.546, data_time: 0.095, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.2908, loss: 1.2908 2020-06-19 04:45:07,441 - mmaction - INFO - Epoch [66][980/1879] lr: 1.000e-03, eta: 17:07:13, time: 0.595, data_time: 0.035, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2595, loss: 1.2595 2020-06-19 04:45:19,547 - mmaction - INFO - Epoch [66][1000/1879] lr: 1.000e-03, eta: 17:06:50, time: 0.606, data_time: 0.233, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1071, loss: 1.1071 2020-06-19 04:45:30,052 - mmaction - INFO - Epoch [66][1020/1879] lr: 1.000e-03, eta: 17:06:26, time: 0.526, data_time: 0.175, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1191, loss: 1.1191 2020-06-19 04:45:41,521 - mmaction - INFO - Epoch [66][1040/1879] lr: 1.000e-03, eta: 17:06:02, time: 0.574, data_time: 0.174, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0386, loss: 1.0386 2020-06-19 04:45:52,237 - mmaction - INFO - Epoch [66][1060/1879] lr: 1.000e-03, eta: 17:05:38, time: 0.535, data_time: 0.092, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0996, loss: 1.0996 2020-06-19 04:46:03,998 - mmaction - INFO - Epoch [66][1080/1879] lr: 1.000e-03, eta: 17:05:15, time: 0.587, data_time: 0.041, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3523, loss: 1.3523 2020-06-19 04:46:14,846 - mmaction - INFO - Epoch [66][1100/1879] lr: 1.000e-03, eta: 17:04:51, time: 0.542, data_time: 0.019, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9375, loss_cls: 1.0096, loss: 1.0096 2020-06-19 04:46:25,967 - mmaction - INFO - Epoch [66][1120/1879] lr: 1.000e-03, eta: 17:04:28, time: 0.556, data_time: 0.024, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1373, loss: 1.1373 2020-06-19 04:46:36,614 - mmaction - INFO - Epoch [66][1140/1879] lr: 1.000e-03, eta: 17:04:04, time: 0.532, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1293, loss: 1.1293 2020-06-19 04:46:47,420 - mmaction - INFO - Epoch [66][1160/1879] lr: 1.000e-03, eta: 17:03:40, time: 0.541, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2123, loss: 1.2123 2020-06-19 04:46:58,434 - mmaction - INFO - Epoch [66][1180/1879] lr: 1.000e-03, eta: 17:03:16, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8438, loss_cls: 1.2586, loss: 1.2586 2020-06-19 04:47:09,101 - mmaction - INFO - Epoch [66][1200/1879] lr: 1.000e-03, eta: 17:02:52, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0529, loss: 1.0529 2020-06-19 04:47:21,098 - mmaction - INFO - Epoch [66][1220/1879] lr: 1.000e-03, eta: 17:02:29, time: 0.599, data_time: 0.017, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1324, loss: 1.1324 2020-06-19 04:47:31,214 - mmaction - INFO - Epoch [66][1240/1879] lr: 1.000e-03, eta: 17:02:05, time: 0.507, data_time: 0.014, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9654, loss: 0.9654 2020-06-19 04:47:42,359 - mmaction - INFO - Epoch [66][1260/1879] lr: 1.000e-03, eta: 17:01:41, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2043, loss: 1.2043 2020-06-19 04:47:53,764 - mmaction - INFO - Epoch [66][1280/1879] lr: 1.000e-03, eta: 17:01:18, time: 0.572, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9778, loss: 0.9778 2020-06-19 04:48:05,022 - mmaction - INFO - Epoch [66][1300/1879] lr: 1.000e-03, eta: 17:00:54, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2137, loss: 1.2137 2020-06-19 04:48:15,216 - mmaction - INFO - Epoch [66][1320/1879] lr: 1.000e-03, eta: 17:00:30, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2194, loss: 1.2194 2020-06-19 04:48:26,535 - mmaction - INFO - Epoch [66][1340/1879] lr: 1.000e-03, eta: 17:00:07, time: 0.563, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2813, loss: 1.2813 2020-06-19 04:48:37,815 - mmaction - INFO - Epoch [66][1360/1879] lr: 1.000e-03, eta: 16:59:43, time: 0.567, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1460, loss: 1.1460 2020-06-19 04:48:48,296 - mmaction - INFO - Epoch [66][1380/1879] lr: 1.000e-03, eta: 16:59:19, time: 0.522, data_time: 0.126, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3691, loss: 1.3691 2020-06-19 04:48:59,892 - mmaction - INFO - Epoch [66][1400/1879] lr: 1.000e-03, eta: 16:58:56, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0470, loss: 1.0470 2020-06-19 04:49:11,021 - mmaction - INFO - Epoch [66][1420/1879] lr: 1.000e-03, eta: 16:58:32, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2050, loss: 1.2050 2020-06-19 04:49:21,994 - mmaction - INFO - Epoch [66][1440/1879] lr: 1.000e-03, eta: 16:58:09, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0761, loss: 1.0761 2020-06-19 04:49:33,003 - mmaction - INFO - Epoch [66][1460/1879] lr: 1.000e-03, eta: 16:57:45, time: 0.549, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1479, loss: 1.1479 2020-06-19 04:49:43,785 - mmaction - INFO - Epoch [66][1480/1879] lr: 1.000e-03, eta: 16:57:21, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0903, loss: 1.0903 2020-06-19 04:49:54,815 - mmaction - INFO - Epoch [66][1500/1879] lr: 1.000e-03, eta: 16:56:58, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2734, loss: 1.2734 2020-06-19 04:50:06,856 - mmaction - INFO - Epoch [66][1520/1879] lr: 1.000e-03, eta: 16:56:35, time: 0.602, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3216, loss: 1.3216 2020-06-19 04:50:16,933 - mmaction - INFO - Epoch [66][1540/1879] lr: 1.000e-03, eta: 16:56:10, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0742, loss: 1.0742 2020-06-19 04:50:28,378 - mmaction - INFO - Epoch [66][1560/1879] lr: 1.000e-03, eta: 16:55:47, time: 0.572, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2827, loss: 1.2827 2020-06-19 04:50:38,877 - mmaction - INFO - Epoch [66][1580/1879] lr: 1.000e-03, eta: 16:55:23, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1397, loss: 1.1397 2020-06-19 04:50:50,348 - mmaction - INFO - Epoch [66][1600/1879] lr: 1.000e-03, eta: 16:55:00, time: 0.574, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 0.9957, loss: 0.9957 2020-06-19 04:51:00,501 - mmaction - INFO - Epoch [66][1620/1879] lr: 1.000e-03, eta: 16:54:36, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3478, loss: 1.3478 2020-06-19 04:51:12,211 - mmaction - INFO - Epoch [66][1640/1879] lr: 1.000e-03, eta: 16:54:12, time: 0.588, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.1987, loss: 1.1987 2020-06-19 04:51:23,244 - mmaction - INFO - Epoch [66][1660/1879] lr: 1.000e-03, eta: 16:53:49, time: 0.550, data_time: 0.013, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1607, loss: 1.1607 2020-06-19 04:51:34,055 - mmaction - INFO - Epoch [66][1680/1879] lr: 1.000e-03, eta: 16:53:25, time: 0.542, data_time: 0.037, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1854, loss: 1.1854 2020-06-19 04:51:45,668 - mmaction - INFO - Epoch [66][1700/1879] lr: 1.000e-03, eta: 16:53:02, time: 0.578, data_time: 0.032, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.1946, loss: 1.1946 2020-06-19 04:51:56,090 - mmaction - INFO - Epoch [66][1720/1879] lr: 1.000e-03, eta: 16:52:38, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5429, loss: 1.5429 2020-06-19 04:52:07,195 - mmaction - INFO - Epoch [66][1740/1879] lr: 1.000e-03, eta: 16:52:14, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0907, loss: 1.0907 2020-06-19 04:52:16,987 - mmaction - INFO - Epoch [66][1760/1879] lr: 1.000e-03, eta: 16:51:50, time: 0.491, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.3516, loss: 1.3516 2020-06-19 04:52:29,079 - mmaction - INFO - Epoch [66][1780/1879] lr: 1.000e-03, eta: 16:51:27, time: 0.605, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3453, loss: 1.3453 2020-06-19 04:52:40,209 - mmaction - INFO - Epoch [66][1800/1879] lr: 1.000e-03, eta: 16:51:04, time: 0.555, data_time: 0.005, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0637, loss: 1.0637 2020-06-19 04:52:51,703 - mmaction - INFO - Epoch [66][1820/1879] lr: 1.000e-03, eta: 16:50:40, time: 0.574, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4242, loss: 1.4242 2020-06-19 04:53:02,473 - mmaction - INFO - Epoch [66][1840/1879] lr: 1.000e-03, eta: 16:50:17, time: 0.540, data_time: 0.018, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8375, loss_cls: 1.2286, loss: 1.2286 2020-06-19 04:53:13,977 - mmaction - INFO - Epoch [66][1860/1879] lr: 1.000e-03, eta: 16:49:53, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1816, loss: 1.1816 2020-06-19 04:53:29,741 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-06-19 04:55:52,105 - mmaction - INFO - Epoch [67][20/1879] lr: 1.000e-03, eta: 16:50:17, time: 7.085, data_time: 6.591, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1946, loss: 1.1946 2020-06-19 04:56:03,778 - mmaction - INFO - Epoch [67][40/1879] lr: 1.000e-03, eta: 16:49:54, time: 0.583, data_time: 0.005, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2741, loss: 1.2741 2020-06-19 04:56:15,789 - mmaction - INFO - Epoch [67][60/1879] lr: 1.000e-03, eta: 16:49:31, time: 0.602, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3256, loss: 1.3256 2020-06-19 04:56:26,404 - mmaction - INFO - Epoch [67][80/1879] lr: 1.000e-03, eta: 16:49:07, time: 0.530, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0314, loss: 1.0314 2020-06-19 04:56:38,055 - mmaction - INFO - Epoch [67][100/1879] lr: 1.000e-03, eta: 16:48:44, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1469, loss: 1.1469 2020-06-19 04:56:49,126 - mmaction - INFO - Epoch [67][120/1879] lr: 1.000e-03, eta: 16:48:20, time: 0.553, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.8960, loss: 0.8960 2020-06-19 04:57:01,532 - mmaction - INFO - Epoch [67][140/1879] lr: 1.000e-03, eta: 16:47:57, time: 0.621, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3468, loss: 1.3468 2020-06-19 04:57:12,640 - mmaction - INFO - Epoch [67][160/1879] lr: 1.000e-03, eta: 16:47:34, time: 0.556, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2569, loss: 1.2569 2020-06-19 04:57:24,060 - mmaction - INFO - Epoch [67][180/1879] lr: 1.000e-03, eta: 16:47:11, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1110, loss: 1.1110 2020-06-19 04:57:36,038 - mmaction - INFO - Epoch [67][200/1879] lr: 1.000e-03, eta: 16:46:48, time: 0.598, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3207, loss: 1.3207 2020-06-19 04:57:46,852 - mmaction - INFO - Epoch [67][220/1879] lr: 1.000e-03, eta: 16:46:24, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1754, loss: 1.1754 2020-06-19 04:57:59,157 - mmaction - INFO - Epoch [67][240/1879] lr: 1.000e-03, eta: 16:46:01, time: 0.615, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0639, loss: 1.0639 2020-06-19 04:58:12,533 - mmaction - INFO - Epoch [67][260/1879] lr: 1.000e-03, eta: 16:45:39, time: 0.667, data_time: 0.022, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2596, loss: 1.2596 2020-06-19 04:58:24,515 - mmaction - INFO - Epoch [67][280/1879] lr: 1.000e-03, eta: 16:45:16, time: 0.599, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3608, loss: 1.3608 2020-06-19 04:58:34,656 - mmaction - INFO - Epoch [67][300/1879] lr: 1.000e-03, eta: 16:44:52, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2458, loss: 1.2458 2020-06-19 04:58:45,656 - mmaction - INFO - Epoch [67][320/1879] lr: 1.000e-03, eta: 16:44:28, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2603, loss: 1.2603 2020-06-19 04:58:57,795 - mmaction - INFO - Epoch [67][340/1879] lr: 1.000e-03, eta: 16:44:06, time: 0.609, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0755, loss: 1.0755 2020-06-19 04:59:10,222 - mmaction - INFO - Epoch [67][360/1879] lr: 1.000e-03, eta: 16:43:43, time: 0.622, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1999, loss: 1.1999 2020-06-19 04:59:21,368 - mmaction - INFO - Epoch [67][380/1879] lr: 1.000e-03, eta: 16:43:20, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0640, loss: 1.0640 2020-06-19 04:59:32,868 - mmaction - INFO - Epoch [67][400/1879] lr: 1.000e-03, eta: 16:42:56, time: 0.575, data_time: 0.038, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3931, loss: 1.3931 2020-06-19 04:59:46,481 - mmaction - INFO - Epoch [67][420/1879] lr: 1.000e-03, eta: 16:42:34, time: 0.680, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0469, loss: 1.0469 2020-06-19 04:59:57,066 - mmaction - INFO - Epoch [67][440/1879] lr: 1.000e-03, eta: 16:42:11, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 0.9001, loss: 0.9001 2020-06-19 05:00:09,243 - mmaction - INFO - Epoch [67][460/1879] lr: 1.000e-03, eta: 16:41:48, time: 0.606, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2600, loss: 1.2600 2020-06-19 05:00:21,550 - mmaction - INFO - Epoch [67][480/1879] lr: 1.000e-03, eta: 16:41:25, time: 0.617, data_time: 0.005, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3970, loss: 1.3970 2020-06-19 05:00:32,223 - mmaction - INFO - Epoch [67][500/1879] lr: 1.000e-03, eta: 16:41:01, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9437, loss_cls: 1.0125, loss: 1.0125 2020-06-19 05:00:43,172 - mmaction - INFO - Epoch [67][520/1879] lr: 1.000e-03, eta: 16:40:38, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.5171, loss: 1.5171 2020-06-19 05:00:54,136 - mmaction - INFO - Epoch [67][540/1879] lr: 1.000e-03, eta: 16:40:14, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4869, loss: 1.4869 2020-06-19 05:01:05,227 - mmaction - INFO - Epoch [67][560/1879] lr: 1.000e-03, eta: 16:39:51, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0415, loss: 1.0415 2020-06-19 05:01:15,992 - mmaction - INFO - Epoch [67][580/1879] lr: 1.000e-03, eta: 16:39:27, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0954, loss: 1.0954 2020-06-19 05:01:26,777 - mmaction - INFO - Epoch [67][600/1879] lr: 1.000e-03, eta: 16:39:04, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.0190, loss: 1.0190 2020-06-19 05:01:37,617 - mmaction - INFO - Epoch [67][620/1879] lr: 1.000e-03, eta: 16:38:40, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2892, loss: 1.2892 2020-06-19 05:01:48,855 - mmaction - INFO - Epoch [67][640/1879] lr: 1.000e-03, eta: 16:38:17, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1810, loss: 1.1810 2020-06-19 05:01:59,761 - mmaction - INFO - Epoch [67][660/1879] lr: 1.000e-03, eta: 16:37:53, time: 0.545, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2290, loss: 1.2290 2020-06-19 05:02:10,687 - mmaction - INFO - Epoch [67][680/1879] lr: 1.000e-03, eta: 16:37:30, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1427, loss: 1.1427 2020-06-19 05:02:21,746 - mmaction - INFO - Epoch [67][700/1879] lr: 1.000e-03, eta: 16:37:07, time: 0.553, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2825, loss: 1.2825 2020-06-19 05:02:32,126 - mmaction - INFO - Epoch [67][720/1879] lr: 1.000e-03, eta: 16:36:43, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3395, loss: 1.3395 2020-06-19 05:02:43,569 - mmaction - INFO - Epoch [67][740/1879] lr: 1.000e-03, eta: 16:36:20, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0453, loss: 1.0453 2020-06-19 05:02:54,425 - mmaction - INFO - Epoch [67][760/1879] lr: 1.000e-03, eta: 16:35:56, time: 0.546, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1853, loss: 1.1853 2020-06-19 05:03:06,095 - mmaction - INFO - Epoch [67][780/1879] lr: 1.000e-03, eta: 16:35:33, time: 0.583, data_time: 0.043, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8812, loss_cls: 1.3410, loss: 1.3410 2020-06-19 05:03:17,010 - mmaction - INFO - Epoch [67][800/1879] lr: 1.000e-03, eta: 16:35:10, time: 0.544, data_time: 0.014, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1954, loss: 1.1954 2020-06-19 05:03:27,849 - mmaction - INFO - Epoch [67][820/1879] lr: 1.000e-03, eta: 16:34:46, time: 0.544, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.2751, loss: 1.2751 2020-06-19 05:03:39,183 - mmaction - INFO - Epoch [67][840/1879] lr: 1.000e-03, eta: 16:34:23, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.0438, loss: 1.0438 2020-06-19 05:03:50,025 - mmaction - INFO - Epoch [67][860/1879] lr: 1.000e-03, eta: 16:33:59, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4920, loss: 1.4920 2020-06-19 05:04:00,821 - mmaction - INFO - Epoch [67][880/1879] lr: 1.000e-03, eta: 16:33:36, time: 0.540, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2773, loss: 1.2773 2020-06-19 05:04:12,317 - mmaction - INFO - Epoch [67][900/1879] lr: 1.000e-03, eta: 16:33:13, time: 0.574, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.3667, loss: 1.3667 2020-06-19 05:04:23,005 - mmaction - INFO - Epoch [67][920/1879] lr: 1.000e-03, eta: 16:32:49, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.4498, loss: 1.4498 2020-06-19 05:04:34,505 - mmaction - INFO - Epoch [67][940/1879] lr: 1.000e-03, eta: 16:32:26, time: 0.575, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.2782, loss: 1.2782 2020-06-19 05:04:45,442 - mmaction - INFO - Epoch [67][960/1879] lr: 1.000e-03, eta: 16:32:03, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0261, loss: 1.0261 2020-06-19 05:04:55,895 - mmaction - INFO - Epoch [67][980/1879] lr: 1.000e-03, eta: 16:31:39, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2409, loss: 1.2409 2020-06-19 05:05:08,111 - mmaction - INFO - Epoch [67][1000/1879] lr: 1.000e-03, eta: 16:31:16, time: 0.611, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1110, loss: 1.1110 2020-06-19 05:05:18,392 - mmaction - INFO - Epoch [67][1020/1879] lr: 1.000e-03, eta: 16:30:53, time: 0.515, data_time: 0.021, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1346, loss: 1.1346 2020-06-19 05:05:29,177 - mmaction - INFO - Epoch [67][1040/1879] lr: 1.000e-03, eta: 16:30:29, time: 0.539, data_time: 0.007, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2125, loss: 1.2125 2020-06-19 05:05:40,657 - mmaction - INFO - Epoch [67][1060/1879] lr: 1.000e-03, eta: 16:30:06, time: 0.574, data_time: 0.022, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.2307, loss: 1.2307 2020-06-19 05:05:51,681 - mmaction - INFO - Epoch [67][1080/1879] lr: 1.000e-03, eta: 16:29:43, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3961, loss: 1.3961 2020-06-19 05:06:03,107 - mmaction - INFO - Epoch [67][1100/1879] lr: 1.000e-03, eta: 16:29:20, time: 0.571, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0136, loss: 1.0136 2020-06-19 05:06:14,011 - mmaction - INFO - Epoch [67][1120/1879] lr: 1.000e-03, eta: 16:28:56, time: 0.546, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1209, loss: 1.1209 2020-06-19 05:06:25,272 - mmaction - INFO - Epoch [67][1140/1879] lr: 1.000e-03, eta: 16:28:33, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2921, loss: 1.2921 2020-06-19 05:06:35,703 - mmaction - INFO - Epoch [67][1160/1879] lr: 1.000e-03, eta: 16:28:09, time: 0.521, data_time: 0.006, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.3111, loss: 1.3111 2020-06-19 05:06:46,709 - mmaction - INFO - Epoch [67][1180/1879] lr: 1.000e-03, eta: 16:27:46, time: 0.551, data_time: 0.006, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4254, loss: 1.4254 2020-06-19 05:06:58,478 - mmaction - INFO - Epoch [67][1200/1879] lr: 1.000e-03, eta: 16:27:23, time: 0.589, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1649, loss: 1.1649 2020-06-19 05:07:09,703 - mmaction - INFO - Epoch [67][1220/1879] lr: 1.000e-03, eta: 16:27:00, time: 0.561, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8187, loss_cls: 1.3689, loss: 1.3689 2020-06-19 05:07:19,790 - mmaction - INFO - Epoch [67][1240/1879] lr: 1.000e-03, eta: 16:26:36, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3345, loss: 1.3345 2020-06-19 05:07:30,313 - mmaction - INFO - Epoch [67][1260/1879] lr: 1.000e-03, eta: 16:26:12, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5152, loss: 1.5152 2020-06-19 05:07:41,324 - mmaction - INFO - Epoch [67][1280/1879] lr: 1.000e-03, eta: 16:25:49, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0390, loss: 1.0390 2020-06-19 05:07:52,351 - mmaction - INFO - Epoch [67][1300/1879] lr: 1.000e-03, eta: 16:25:26, time: 0.553, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1184, loss: 1.1184 2020-06-19 05:08:04,181 - mmaction - INFO - Epoch [67][1320/1879] lr: 1.000e-03, eta: 16:25:03, time: 0.591, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0298, loss: 1.0298 2020-06-19 05:08:14,929 - mmaction - INFO - Epoch [67][1340/1879] lr: 1.000e-03, eta: 16:24:40, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3780, loss: 1.3780 2020-06-19 05:08:26,068 - mmaction - INFO - Epoch [67][1360/1879] lr: 1.000e-03, eta: 16:24:16, time: 0.557, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1288, loss: 1.1288 2020-06-19 05:08:36,636 - mmaction - INFO - Epoch [67][1380/1879] lr: 1.000e-03, eta: 16:23:53, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3801, loss: 1.3801 2020-06-19 05:08:47,752 - mmaction - INFO - Epoch [67][1400/1879] lr: 1.000e-03, eta: 16:23:30, time: 0.558, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1047, loss: 1.1047 2020-06-19 05:08:58,856 - mmaction - INFO - Epoch [67][1420/1879] lr: 1.000e-03, eta: 16:23:06, time: 0.554, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.4012, loss: 1.4012 2020-06-19 05:09:10,088 - mmaction - INFO - Epoch [67][1440/1879] lr: 1.000e-03, eta: 16:22:43, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0609, loss: 1.0609 2020-06-19 05:09:20,732 - mmaction - INFO - Epoch [67][1460/1879] lr: 1.000e-03, eta: 16:22:20, time: 0.532, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2619, loss: 1.2619 2020-06-19 05:09:32,145 - mmaction - INFO - Epoch [67][1480/1879] lr: 1.000e-03, eta: 16:21:57, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0797, loss: 1.0797 2020-06-19 05:09:43,195 - mmaction - INFO - Epoch [67][1500/1879] lr: 1.000e-03, eta: 16:21:34, time: 0.554, data_time: 0.084, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3147, loss: 1.3147 2020-06-19 05:09:53,584 - mmaction - INFO - Epoch [67][1520/1879] lr: 1.000e-03, eta: 16:21:10, time: 0.517, data_time: 0.011, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3181, loss: 1.3181 2020-06-19 05:10:05,380 - mmaction - INFO - Epoch [67][1540/1879] lr: 1.000e-03, eta: 16:20:47, time: 0.591, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8438, loss_cls: 1.1922, loss: 1.1922 2020-06-19 05:10:17,387 - mmaction - INFO - Epoch [67][1560/1879] lr: 1.000e-03, eta: 16:20:25, time: 0.601, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3336, loss: 1.3336 2020-06-19 05:10:29,147 - mmaction - INFO - Epoch [67][1580/1879] lr: 1.000e-03, eta: 16:20:02, time: 0.586, data_time: 0.032, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1991, loss: 1.1991 2020-06-19 05:10:41,377 - mmaction - INFO - Epoch [67][1600/1879] lr: 1.000e-03, eta: 16:19:39, time: 0.612, data_time: 0.155, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1703, loss: 1.1703 2020-06-19 05:10:53,805 - mmaction - INFO - Epoch [67][1620/1879] lr: 1.000e-03, eta: 16:19:17, time: 0.623, data_time: 0.141, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2076, loss: 1.2076 2020-06-19 05:11:06,224 - mmaction - INFO - Epoch [67][1640/1879] lr: 1.000e-03, eta: 16:18:54, time: 0.618, data_time: 0.153, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2750, loss: 1.2750 2020-06-19 05:11:17,691 - mmaction - INFO - Epoch [67][1660/1879] lr: 1.000e-03, eta: 16:18:31, time: 0.576, data_time: 0.012, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1198, loss: 1.1198 2020-06-19 05:11:30,322 - mmaction - INFO - Epoch [67][1680/1879] lr: 1.000e-03, eta: 16:18:09, time: 0.631, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4122, loss: 1.4122 2020-06-19 05:11:42,043 - mmaction - INFO - Epoch [67][1700/1879] lr: 1.000e-03, eta: 16:17:46, time: 0.586, data_time: 0.123, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1912, loss: 1.1912 2020-06-19 05:11:52,442 - mmaction - INFO - Epoch [67][1720/1879] lr: 1.000e-03, eta: 16:17:23, time: 0.520, data_time: 0.019, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.2201, loss: 1.2201 2020-06-19 05:12:03,241 - mmaction - INFO - Epoch [67][1740/1879] lr: 1.000e-03, eta: 16:16:59, time: 0.538, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.0885, loss: 1.0885 2020-06-19 05:12:14,232 - mmaction - INFO - Epoch [67][1760/1879] lr: 1.000e-03, eta: 16:16:36, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0434, loss: 1.0434 2020-06-19 05:12:24,742 - mmaction - INFO - Epoch [67][1780/1879] lr: 1.000e-03, eta: 16:16:13, time: 0.526, data_time: 0.038, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1849, loss: 1.1849 2020-06-19 05:12:35,339 - mmaction - INFO - Epoch [67][1800/1879] lr: 1.000e-03, eta: 16:15:49, time: 0.531, data_time: 0.131, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2192, loss: 1.2192 2020-06-19 05:12:45,851 - mmaction - INFO - Epoch [67][1820/1879] lr: 1.000e-03, eta: 16:15:26, time: 0.524, data_time: 0.114, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2208, loss: 1.2208 2020-06-19 05:12:56,960 - mmaction - INFO - Epoch [67][1840/1879] lr: 1.000e-03, eta: 16:15:03, time: 0.556, data_time: 0.122, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2257, loss: 1.2257 2020-06-19 05:13:06,590 - mmaction - INFO - Epoch [67][1860/1879] lr: 1.000e-03, eta: 16:14:39, time: 0.483, data_time: 0.017, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.2979, loss: 1.2979 2020-06-19 05:13:22,714 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-06-19 05:15:30,376 - mmaction - INFO - Epoch [68][20/1879] lr: 1.000e-03, eta: 16:14:51, time: 6.287, data_time: 5.718, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2055, loss: 1.2055 2020-06-19 05:15:40,714 - mmaction - INFO - Epoch [68][40/1879] lr: 1.000e-03, eta: 16:14:27, time: 0.520, data_time: 0.006, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2890, loss: 1.2890 2020-06-19 05:15:50,883 - mmaction - INFO - Epoch [68][60/1879] lr: 1.000e-03, eta: 16:14:04, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0053, loss: 1.0053 2020-06-19 05:16:01,287 - mmaction - INFO - Epoch [68][80/1879] lr: 1.000e-03, eta: 16:13:40, time: 0.517, data_time: 0.005, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0788, loss: 1.0788 2020-06-19 05:16:11,782 - mmaction - INFO - Epoch [68][100/1879] lr: 1.000e-03, eta: 16:13:17, time: 0.526, data_time: 0.010, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1148, loss: 1.1148 2020-06-19 05:16:23,130 - mmaction - INFO - Epoch [68][120/1879] lr: 1.000e-03, eta: 16:12:54, time: 0.567, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1417, loss: 1.1417 2020-06-19 05:16:33,240 - mmaction - INFO - Epoch [68][140/1879] lr: 1.000e-03, eta: 16:12:30, time: 0.508, data_time: 0.012, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 0.9706, loss: 0.9706 2020-06-19 05:16:43,801 - mmaction - INFO - Epoch [68][160/1879] lr: 1.000e-03, eta: 16:12:07, time: 0.528, data_time: 0.008, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0650, loss: 1.0650 2020-06-19 05:16:55,288 - mmaction - INFO - Epoch [68][180/1879] lr: 1.000e-03, eta: 16:11:44, time: 0.573, data_time: 0.009, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.1684, loss: 1.1684 2020-06-19 05:17:06,386 - mmaction - INFO - Epoch [68][200/1879] lr: 1.000e-03, eta: 16:11:21, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 0.9750, loss: 0.9750 2020-06-19 05:17:16,296 - mmaction - INFO - Epoch [68][220/1879] lr: 1.000e-03, eta: 16:10:57, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3239, loss: 1.3239 2020-06-19 05:17:26,795 - mmaction - INFO - Epoch [68][240/1879] lr: 1.000e-03, eta: 16:10:33, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0209, loss: 1.0209 2020-06-19 05:17:37,925 - mmaction - INFO - Epoch [68][260/1879] lr: 1.000e-03, eta: 16:10:10, time: 0.555, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3315, loss: 1.3315 2020-06-19 05:17:48,892 - mmaction - INFO - Epoch [68][280/1879] lr: 1.000e-03, eta: 16:09:47, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2547, loss: 1.2547 2020-06-19 05:17:59,560 - mmaction - INFO - Epoch [68][300/1879] lr: 1.000e-03, eta: 16:09:24, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1293, loss: 1.1293 2020-06-19 05:18:09,900 - mmaction - INFO - Epoch [68][320/1879] lr: 1.000e-03, eta: 16:09:00, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2539, loss: 1.2539 2020-06-19 05:18:20,754 - mmaction - INFO - Epoch [68][340/1879] lr: 1.000e-03, eta: 16:08:37, time: 0.543, data_time: 0.032, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2156, loss: 1.2156 2020-06-19 05:18:31,487 - mmaction - INFO - Epoch [68][360/1879] lr: 1.000e-03, eta: 16:08:14, time: 0.535, data_time: 0.059, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1495, loss: 1.1495 2020-06-19 05:18:41,848 - mmaction - INFO - Epoch [68][380/1879] lr: 1.000e-03, eta: 16:07:50, time: 0.519, data_time: 0.035, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2355, loss: 1.2355 2020-06-19 05:18:52,744 - mmaction - INFO - Epoch [68][400/1879] lr: 1.000e-03, eta: 16:07:27, time: 0.546, data_time: 0.015, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0929, loss: 1.0929 2020-06-19 05:19:03,116 - mmaction - INFO - Epoch [68][420/1879] lr: 1.000e-03, eta: 16:07:04, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.1300, loss: 1.1300 2020-06-19 05:19:14,283 - mmaction - INFO - Epoch [68][440/1879] lr: 1.000e-03, eta: 16:06:41, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.9125, loss_cls: 1.2490, loss: 1.2490 2020-06-19 05:19:24,556 - mmaction - INFO - Epoch [68][460/1879] lr: 1.000e-03, eta: 16:06:17, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0816, loss: 1.0816 2020-06-19 05:19:35,293 - mmaction - INFO - Epoch [68][480/1879] lr: 1.000e-03, eta: 16:05:54, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1449, loss: 1.1449 2020-06-19 05:19:45,360 - mmaction - INFO - Epoch [68][500/1879] lr: 1.000e-03, eta: 16:05:30, time: 0.501, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2340, loss: 1.2340 2020-06-19 05:19:56,040 - mmaction - INFO - Epoch [68][520/1879] lr: 1.000e-03, eta: 16:05:07, time: 0.536, data_time: 0.071, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.4214, loss: 1.4214 2020-06-19 05:20:07,161 - mmaction - INFO - Epoch [68][540/1879] lr: 1.000e-03, eta: 16:04:44, time: 0.555, data_time: 0.007, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9579, loss: 0.9579 2020-06-19 05:20:18,230 - mmaction - INFO - Epoch [68][560/1879] lr: 1.000e-03, eta: 16:04:21, time: 0.553, data_time: 0.043, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0982, loss: 1.0982 2020-06-19 05:20:29,814 - mmaction - INFO - Epoch [68][580/1879] lr: 1.000e-03, eta: 16:03:58, time: 0.581, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0530, loss: 1.0530 2020-06-19 05:20:40,963 - mmaction - INFO - Epoch [68][600/1879] lr: 1.000e-03, eta: 16:03:35, time: 0.554, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.1751, loss: 1.1751 2020-06-19 05:20:51,807 - mmaction - INFO - Epoch [68][620/1879] lr: 1.000e-03, eta: 16:03:12, time: 0.544, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1245, loss: 1.1245 2020-06-19 05:21:03,193 - mmaction - INFO - Epoch [68][640/1879] lr: 1.000e-03, eta: 16:02:49, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0048, loss: 1.0048 2020-06-19 05:21:13,984 - mmaction - INFO - Epoch [68][660/1879] lr: 1.000e-03, eta: 16:02:26, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3217, loss: 1.3217 2020-06-19 05:21:25,169 - mmaction - INFO - Epoch [68][680/1879] lr: 1.000e-03, eta: 16:02:03, time: 0.559, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2862, loss: 1.2862 2020-06-19 05:21:36,142 - mmaction - INFO - Epoch [68][700/1879] lr: 1.000e-03, eta: 16:01:40, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0933, loss: 1.0933 2020-06-19 05:21:47,254 - mmaction - INFO - Epoch [68][720/1879] lr: 1.000e-03, eta: 16:01:17, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1276, loss: 1.1276 2020-06-19 05:21:58,137 - mmaction - INFO - Epoch [68][740/1879] lr: 1.000e-03, eta: 16:00:54, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1018, loss: 1.1018 2020-06-19 05:22:09,058 - mmaction - INFO - Epoch [68][760/1879] lr: 1.000e-03, eta: 16:00:31, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2189, loss: 1.2189 2020-06-19 05:22:20,185 - mmaction - INFO - Epoch [68][780/1879] lr: 1.000e-03, eta: 16:00:08, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2993, loss: 1.2993 2020-06-19 05:22:30,875 - mmaction - INFO - Epoch [68][800/1879] lr: 1.000e-03, eta: 15:59:45, time: 0.532, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.3163, loss: 1.3163 2020-06-19 05:22:41,923 - mmaction - INFO - Epoch [68][820/1879] lr: 1.000e-03, eta: 15:59:22, time: 0.553, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.0893, loss: 1.0893 2020-06-19 05:22:52,177 - mmaction - INFO - Epoch [68][840/1879] lr: 1.000e-03, eta: 15:58:58, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3105, loss: 1.3105 2020-06-19 05:23:03,497 - mmaction - INFO - Epoch [68][860/1879] lr: 1.000e-03, eta: 15:58:35, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1445, loss: 1.1445 2020-06-19 05:23:15,135 - mmaction - INFO - Epoch [68][880/1879] lr: 1.000e-03, eta: 15:58:13, time: 0.581, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2088, loss: 1.2088 2020-06-19 05:23:25,382 - mmaction - INFO - Epoch [68][900/1879] lr: 1.000e-03, eta: 15:57:49, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2205, loss: 1.2205 2020-06-19 05:23:36,915 - mmaction - INFO - Epoch [68][920/1879] lr: 1.000e-03, eta: 15:57:27, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0131, loss: 1.0131 2020-06-19 05:23:47,804 - mmaction - INFO - Epoch [68][940/1879] lr: 1.000e-03, eta: 15:57:04, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0499, loss: 1.0499 2020-06-19 05:23:58,927 - mmaction - INFO - Epoch [68][960/1879] lr: 1.000e-03, eta: 15:56:41, time: 0.558, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3522, loss: 1.3522 2020-06-19 05:24:09,649 - mmaction - INFO - Epoch [68][980/1879] lr: 1.000e-03, eta: 15:56:18, time: 0.536, data_time: 0.013, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4166, loss: 1.4166 2020-06-19 05:24:20,502 - mmaction - INFO - Epoch [68][1000/1879] lr: 1.000e-03, eta: 15:55:54, time: 0.542, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1766, loss: 1.1766 2020-06-19 05:24:32,122 - mmaction - INFO - Epoch [68][1020/1879] lr: 1.000e-03, eta: 15:55:32, time: 0.582, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3338, loss: 1.3338 2020-06-19 05:24:42,794 - mmaction - INFO - Epoch [68][1040/1879] lr: 1.000e-03, eta: 15:55:09, time: 0.531, data_time: 0.000, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4118, loss: 1.4118 2020-06-19 05:24:53,926 - mmaction - INFO - Epoch [68][1060/1879] lr: 1.000e-03, eta: 15:54:46, time: 0.555, data_time: 0.009, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3854, loss: 1.3854 2020-06-19 05:25:04,983 - mmaction - INFO - Epoch [68][1080/1879] lr: 1.000e-03, eta: 15:54:23, time: 0.555, data_time: 0.015, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8750, loss_cls: 1.1223, loss: 1.1223 2020-06-19 05:25:16,258 - mmaction - INFO - Epoch [68][1100/1879] lr: 1.000e-03, eta: 15:54:00, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0012, loss: 1.0012 2020-06-19 05:25:27,864 - mmaction - INFO - Epoch [68][1120/1879] lr: 1.000e-03, eta: 15:53:37, time: 0.580, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2081, loss: 1.2081 2020-06-19 05:25:38,866 - mmaction - INFO - Epoch [68][1140/1879] lr: 1.000e-03, eta: 15:53:14, time: 0.550, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2387, loss: 1.2387 2020-06-19 05:25:49,667 - mmaction - INFO - Epoch [68][1160/1879] lr: 1.000e-03, eta: 15:52:51, time: 0.540, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1963, loss: 1.1963 2020-06-19 05:26:00,394 - mmaction - INFO - Epoch [68][1180/1879] lr: 1.000e-03, eta: 15:52:28, time: 0.535, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3527, loss: 1.3527 2020-06-19 05:26:11,395 - mmaction - INFO - Epoch [68][1200/1879] lr: 1.000e-03, eta: 15:52:05, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2335, loss: 1.2335 2020-06-19 05:26:22,740 - mmaction - INFO - Epoch [68][1220/1879] lr: 1.000e-03, eta: 15:51:43, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3636, loss: 1.3636 2020-06-19 05:26:33,573 - mmaction - INFO - Epoch [68][1240/1879] lr: 1.000e-03, eta: 15:51:19, time: 0.541, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1902, loss: 1.1902 2020-06-19 05:26:44,245 - mmaction - INFO - Epoch [68][1260/1879] lr: 1.000e-03, eta: 15:50:56, time: 0.534, data_time: 0.027, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4571, loss: 1.4571 2020-06-19 05:26:55,443 - mmaction - INFO - Epoch [68][1280/1879] lr: 1.000e-03, eta: 15:50:34, time: 0.558, data_time: 0.180, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4138, loss: 1.4138 2020-06-19 05:27:06,175 - mmaction - INFO - Epoch [68][1300/1879] lr: 1.000e-03, eta: 15:50:10, time: 0.537, data_time: 0.028, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9062, loss_cls: 0.9950, loss: 0.9950 2020-06-19 05:27:16,569 - mmaction - INFO - Epoch [68][1320/1879] lr: 1.000e-03, eta: 15:49:47, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1885, loss: 1.1885 2020-06-19 05:27:27,594 - mmaction - INFO - Epoch [68][1340/1879] lr: 1.000e-03, eta: 15:49:24, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.2982, loss: 1.2982 2020-06-19 05:27:38,598 - mmaction - INFO - Epoch [68][1360/1879] lr: 1.000e-03, eta: 15:49:01, time: 0.549, data_time: 0.023, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1918, loss: 1.1918 2020-06-19 05:27:50,688 - mmaction - INFO - Epoch [68][1380/1879] lr: 1.000e-03, eta: 15:48:39, time: 0.603, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2190, loss: 1.2190 2020-06-19 05:28:00,918 - mmaction - INFO - Epoch [68][1400/1879] lr: 1.000e-03, eta: 15:48:16, time: 0.513, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1505, loss: 1.1505 2020-06-19 05:28:12,528 - mmaction - INFO - Epoch [68][1420/1879] lr: 1.000e-03, eta: 15:47:53, time: 0.581, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2804, loss: 1.2804 2020-06-19 05:28:23,635 - mmaction - INFO - Epoch [68][1440/1879] lr: 1.000e-03, eta: 15:47:30, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.3919, loss: 1.3919 2020-06-19 05:28:34,341 - mmaction - INFO - Epoch [68][1460/1879] lr: 1.000e-03, eta: 15:47:07, time: 0.535, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1251, loss: 1.1251 2020-06-19 05:28:45,695 - mmaction - INFO - Epoch [68][1480/1879] lr: 1.000e-03, eta: 15:46:45, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.2157, loss: 1.2157 2020-06-19 05:28:56,623 - mmaction - INFO - Epoch [68][1500/1879] lr: 1.000e-03, eta: 15:46:22, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.4938, loss: 1.4938 2020-06-19 05:29:08,119 - mmaction - INFO - Epoch [68][1520/1879] lr: 1.000e-03, eta: 15:45:59, time: 0.574, data_time: 0.002, memory: 5168, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6954, loss: 1.6954 2020-06-19 05:29:19,492 - mmaction - INFO - Epoch [68][1540/1879] lr: 1.000e-03, eta: 15:45:36, time: 0.569, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.4368, loss: 1.4368 2020-06-19 05:29:30,007 - mmaction - INFO - Epoch [68][1560/1879] lr: 1.000e-03, eta: 15:45:13, time: 0.528, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1551, loss: 1.1551 2020-06-19 05:29:41,398 - mmaction - INFO - Epoch [68][1580/1879] lr: 1.000e-03, eta: 15:44:51, time: 0.568, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0824, loss: 1.0824 2020-06-19 05:29:52,288 - mmaction - INFO - Epoch [68][1600/1879] lr: 1.000e-03, eta: 15:44:28, time: 0.545, data_time: 0.015, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2208, loss: 1.2208 2020-06-19 05:30:03,101 - mmaction - INFO - Epoch [68][1620/1879] lr: 1.000e-03, eta: 15:44:05, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6572, loss: 1.6572 2020-06-19 05:30:13,821 - mmaction - INFO - Epoch [68][1640/1879] lr: 1.000e-03, eta: 15:43:42, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1944, loss: 1.1944 2020-06-19 05:30:25,062 - mmaction - INFO - Epoch [68][1660/1879] lr: 1.000e-03, eta: 15:43:19, time: 0.563, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2921, loss: 1.2921 2020-06-19 05:30:35,851 - mmaction - INFO - Epoch [68][1680/1879] lr: 1.000e-03, eta: 15:42:56, time: 0.538, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3301, loss: 1.3301 2020-06-19 05:30:46,466 - mmaction - INFO - Epoch [68][1700/1879] lr: 1.000e-03, eta: 15:42:33, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2842, loss: 1.2842 2020-06-19 05:30:58,224 - mmaction - INFO - Epoch [68][1720/1879] lr: 1.000e-03, eta: 15:42:11, time: 0.589, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.0726, loss: 1.0726 2020-06-19 05:31:08,957 - mmaction - INFO - Epoch [68][1740/1879] lr: 1.000e-03, eta: 15:41:48, time: 0.535, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1263, loss: 1.1263 2020-06-19 05:31:19,926 - mmaction - INFO - Epoch [68][1760/1879] lr: 1.000e-03, eta: 15:41:25, time: 0.547, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0782, loss: 1.0782 2020-06-19 05:31:31,333 - mmaction - INFO - Epoch [68][1780/1879] lr: 1.000e-03, eta: 15:41:02, time: 0.571, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1505, loss: 1.1505 2020-06-19 05:31:42,990 - mmaction - INFO - Epoch [68][1800/1879] lr: 1.000e-03, eta: 15:40:40, time: 0.585, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2813, loss: 1.2813 2020-06-19 05:31:54,095 - mmaction - INFO - Epoch [68][1820/1879] lr: 1.000e-03, eta: 15:40:17, time: 0.553, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4529, loss: 1.4529 2020-06-19 05:32:04,747 - mmaction - INFO - Epoch [68][1840/1879] lr: 1.000e-03, eta: 15:39:54, time: 0.535, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.1034, loss: 1.1034 2020-06-19 05:32:16,208 - mmaction - INFO - Epoch [68][1860/1879] lr: 1.000e-03, eta: 15:39:31, time: 0.572, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0881, loss: 1.0881 2020-06-19 05:32:32,447 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-06-19 05:34:33,702 - mmaction - INFO - Epoch [69][20/1879] lr: 1.000e-03, eta: 15:39:39, time: 6.032, data_time: 5.490, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.1941, loss: 1.1941 2020-06-19 05:34:44,434 - mmaction - INFO - Epoch [69][40/1879] lr: 1.000e-03, eta: 15:39:16, time: 0.534, data_time: 0.008, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3703, loss: 1.3703 2020-06-19 05:34:55,993 - mmaction - INFO - Epoch [69][60/1879] lr: 1.000e-03, eta: 15:38:53, time: 0.580, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1571, loss: 1.1571 2020-06-19 05:35:07,068 - mmaction - INFO - Epoch [69][80/1879] lr: 1.000e-03, eta: 15:38:30, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1697, loss: 1.1697 2020-06-19 05:35:17,601 - mmaction - INFO - Epoch [69][100/1879] lr: 1.000e-03, eta: 15:38:07, time: 0.529, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2041, loss: 1.2041 2020-06-19 05:35:29,124 - mmaction - INFO - Epoch [69][120/1879] lr: 1.000e-03, eta: 15:37:45, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0900, loss: 1.0900 2020-06-19 05:35:40,462 - mmaction - INFO - Epoch [69][140/1879] lr: 1.000e-03, eta: 15:37:22, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1614, loss: 1.1614 2020-06-19 05:35:51,701 - mmaction - INFO - Epoch [69][160/1879] lr: 1.000e-03, eta: 15:37:00, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0205, loss: 1.0205 2020-06-19 05:36:02,163 - mmaction - INFO - Epoch [69][180/1879] lr: 1.000e-03, eta: 15:36:37, time: 0.525, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2389, loss: 1.2389 2020-06-19 05:36:13,537 - mmaction - INFO - Epoch [69][200/1879] lr: 1.000e-03, eta: 15:36:14, time: 0.567, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1826, loss: 1.1826 2020-06-19 05:36:24,167 - mmaction - INFO - Epoch [69][220/1879] lr: 1.000e-03, eta: 15:35:51, time: 0.533, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2600, loss: 1.2600 2020-06-19 05:36:35,562 - mmaction - INFO - Epoch [69][240/1879] lr: 1.000e-03, eta: 15:35:28, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1957, loss: 1.1957 2020-06-19 05:36:47,120 - mmaction - INFO - Epoch [69][260/1879] lr: 1.000e-03, eta: 15:35:06, time: 0.578, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1887, loss: 1.1887 2020-06-19 05:36:57,680 - mmaction - INFO - Epoch [69][280/1879] lr: 1.000e-03, eta: 15:34:43, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1859, loss: 1.1859 2020-06-19 05:37:08,663 - mmaction - INFO - Epoch [69][300/1879] lr: 1.000e-03, eta: 15:34:20, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2075, loss: 1.2075 2020-06-19 05:37:19,802 - mmaction - INFO - Epoch [69][320/1879] lr: 1.000e-03, eta: 15:33:57, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4958, loss: 1.4958 2020-06-19 05:37:30,450 - mmaction - INFO - Epoch [69][340/1879] lr: 1.000e-03, eta: 15:33:34, time: 0.532, data_time: 0.026, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1076, loss: 1.1076 2020-06-19 05:37:41,766 - mmaction - INFO - Epoch [69][360/1879] lr: 1.000e-03, eta: 15:33:12, time: 0.564, data_time: 0.018, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0825, loss: 1.0825 2020-06-19 05:37:51,657 - mmaction - INFO - Epoch [69][380/1879] lr: 1.000e-03, eta: 15:32:49, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.1983, loss: 1.1983 2020-06-19 05:38:02,461 - mmaction - INFO - Epoch [69][400/1879] lr: 1.000e-03, eta: 15:32:26, time: 0.539, data_time: 0.008, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.2508, loss: 1.2508 2020-06-19 05:38:14,761 - mmaction - INFO - Epoch [69][420/1879] lr: 1.000e-03, eta: 15:32:04, time: 0.615, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3382, loss: 1.3382 2020-06-19 05:38:25,691 - mmaction - INFO - Epoch [69][440/1879] lr: 1.000e-03, eta: 15:31:41, time: 0.549, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2826, loss: 1.2826 2020-06-19 05:38:36,716 - mmaction - INFO - Epoch [69][460/1879] lr: 1.000e-03, eta: 15:31:18, time: 0.549, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1924, loss: 1.1924 2020-06-19 05:38:47,625 - mmaction - INFO - Epoch [69][480/1879] lr: 1.000e-03, eta: 15:30:55, time: 0.546, data_time: 0.017, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2575, loss: 1.2575 2020-06-19 05:38:58,482 - mmaction - INFO - Epoch [69][500/1879] lr: 1.000e-03, eta: 15:30:32, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2102, loss: 1.2102 2020-06-19 05:39:09,729 - mmaction - INFO - Epoch [69][520/1879] lr: 1.000e-03, eta: 15:30:10, time: 0.563, data_time: 0.019, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3248, loss: 1.3248 2020-06-19 05:39:20,686 - mmaction - INFO - Epoch [69][540/1879] lr: 1.000e-03, eta: 15:29:47, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9155, loss: 0.9155 2020-06-19 05:39:31,565 - mmaction - INFO - Epoch [69][560/1879] lr: 1.000e-03, eta: 15:29:24, time: 0.546, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.9405, loss: 0.9405 2020-06-19 05:39:42,606 - mmaction - INFO - Epoch [69][580/1879] lr: 1.000e-03, eta: 15:29:02, time: 0.550, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2304, loss: 1.2304 2020-06-19 05:39:53,497 - mmaction - INFO - Epoch [69][600/1879] lr: 1.000e-03, eta: 15:28:39, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2263, loss: 1.2263 2020-06-19 05:40:04,398 - mmaction - INFO - Epoch [69][620/1879] lr: 1.000e-03, eta: 15:28:16, time: 0.544, data_time: 0.010, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.3561, loss: 1.3561 2020-06-19 05:40:14,819 - mmaction - INFO - Epoch [69][640/1879] lr: 1.000e-03, eta: 15:27:53, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0094, loss: 1.0094 2020-06-19 05:40:26,473 - mmaction - INFO - Epoch [69][660/1879] lr: 1.000e-03, eta: 15:27:31, time: 0.581, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.1702, loss: 1.1702 2020-06-19 05:40:37,181 - mmaction - INFO - Epoch [69][680/1879] lr: 1.000e-03, eta: 15:27:08, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2410, loss: 1.2410 2020-06-19 05:40:47,782 - mmaction - INFO - Epoch [69][700/1879] lr: 1.000e-03, eta: 15:26:45, time: 0.530, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8250, loss_cls: 1.3536, loss: 1.3536 2020-06-19 05:40:59,762 - mmaction - INFO - Epoch [69][720/1879] lr: 1.000e-03, eta: 15:26:23, time: 0.601, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2096, loss: 1.2096 2020-06-19 05:41:10,577 - mmaction - INFO - Epoch [69][740/1879] lr: 1.000e-03, eta: 15:26:00, time: 0.540, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.1274, loss: 1.1274 2020-06-19 05:41:21,541 - mmaction - INFO - Epoch [69][760/1879] lr: 1.000e-03, eta: 15:25:37, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2137, loss: 1.2137 2020-06-19 05:41:32,495 - mmaction - INFO - Epoch [69][780/1879] lr: 1.000e-03, eta: 15:25:15, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1943, loss: 1.1943 2020-06-19 05:41:44,017 - mmaction - INFO - Epoch [69][800/1879] lr: 1.000e-03, eta: 15:24:52, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1754, loss: 1.1754 2020-06-19 05:41:55,418 - mmaction - INFO - Epoch [69][820/1879] lr: 1.000e-03, eta: 15:24:30, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8250, loss_cls: 1.3892, loss: 1.3892 2020-06-19 05:42:05,882 - mmaction - INFO - Epoch [69][840/1879] lr: 1.000e-03, eta: 15:24:07, time: 0.524, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.2024, loss: 1.2024 2020-06-19 05:42:15,952 - mmaction - INFO - Epoch [69][860/1879] lr: 1.000e-03, eta: 15:23:44, time: 0.502, data_time: 0.010, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1849, loss: 1.1849 2020-06-19 05:42:27,770 - mmaction - INFO - Epoch [69][880/1879] lr: 1.000e-03, eta: 15:23:22, time: 0.592, data_time: 0.092, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2132, loss: 1.2132 2020-06-19 05:42:38,865 - mmaction - INFO - Epoch [69][900/1879] lr: 1.000e-03, eta: 15:22:59, time: 0.554, data_time: 0.055, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1606, loss: 1.1606 2020-06-19 05:42:49,380 - mmaction - INFO - Epoch [69][920/1879] lr: 1.000e-03, eta: 15:22:36, time: 0.527, data_time: 0.060, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 0.9861, loss: 0.9861 2020-06-19 05:43:00,079 - mmaction - INFO - Epoch [69][940/1879] lr: 1.000e-03, eta: 15:22:13, time: 0.534, data_time: 0.023, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.2584, loss: 1.2584 2020-06-19 05:43:11,372 - mmaction - INFO - Epoch [69][960/1879] lr: 1.000e-03, eta: 15:21:51, time: 0.565, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0120, loss: 1.0120 2020-06-19 05:43:22,961 - mmaction - INFO - Epoch [69][980/1879] lr: 1.000e-03, eta: 15:21:28, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1256, loss: 1.1256 2020-06-19 05:43:33,082 - mmaction - INFO - Epoch [69][1000/1879] lr: 1.000e-03, eta: 15:21:05, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1909, loss: 1.1909 2020-06-19 05:43:44,654 - mmaction - INFO - Epoch [69][1020/1879] lr: 1.000e-03, eta: 15:20:43, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7085, loss: 1.7085 2020-06-19 05:43:55,005 - mmaction - INFO - Epoch [69][1040/1879] lr: 1.000e-03, eta: 15:20:20, time: 0.519, data_time: 0.011, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.3901, loss: 1.3901 2020-06-19 05:44:06,145 - mmaction - INFO - Epoch [69][1060/1879] lr: 1.000e-03, eta: 15:19:57, time: 0.557, data_time: 0.126, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1971, loss: 1.1971 2020-06-19 05:44:17,199 - mmaction - INFO - Epoch [69][1080/1879] lr: 1.000e-03, eta: 15:19:35, time: 0.552, data_time: 0.028, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5317, loss: 1.5317 2020-06-19 05:44:29,037 - mmaction - INFO - Epoch [69][1100/1879] lr: 1.000e-03, eta: 15:19:13, time: 0.594, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3352, loss: 1.3352 2020-06-19 05:44:39,437 - mmaction - INFO - Epoch [69][1120/1879] lr: 1.000e-03, eta: 15:18:50, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.3097, loss: 1.3097 2020-06-19 05:44:50,692 - mmaction - INFO - Epoch [69][1140/1879] lr: 1.000e-03, eta: 15:18:27, time: 0.565, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.1428, loss: 1.1428 2020-06-19 05:45:01,502 - mmaction - INFO - Epoch [69][1160/1879] lr: 1.000e-03, eta: 15:18:05, time: 0.540, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0958, loss: 1.0958 2020-06-19 05:45:12,383 - mmaction - INFO - Epoch [69][1180/1879] lr: 1.000e-03, eta: 15:17:42, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5150, loss: 1.5150 2020-06-19 05:45:23,602 - mmaction - INFO - Epoch [69][1200/1879] lr: 1.000e-03, eta: 15:17:20, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0491, loss: 1.0491 2020-06-19 05:45:34,336 - mmaction - INFO - Epoch [69][1220/1879] lr: 1.000e-03, eta: 15:16:57, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.3091, loss: 1.3091 2020-06-19 05:45:45,606 - mmaction - INFO - Epoch [69][1240/1879] lr: 1.000e-03, eta: 15:16:34, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4307, loss: 1.4307 2020-06-19 05:45:56,771 - mmaction - INFO - Epoch [69][1260/1879] lr: 1.000e-03, eta: 15:16:12, time: 0.559, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2433, loss: 1.2433 2020-06-19 05:46:07,888 - mmaction - INFO - Epoch [69][1280/1879] lr: 1.000e-03, eta: 15:15:49, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2262, loss: 1.2262 2020-06-19 05:46:18,858 - mmaction - INFO - Epoch [69][1300/1879] lr: 1.000e-03, eta: 15:15:27, time: 0.550, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2508, loss: 1.2508 2020-06-19 05:46:30,266 - mmaction - INFO - Epoch [69][1320/1879] lr: 1.000e-03, eta: 15:15:04, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2503, loss: 1.2503 2020-06-19 05:46:41,520 - mmaction - INFO - Epoch [69][1340/1879] lr: 1.000e-03, eta: 15:14:42, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1753, loss: 1.1753 2020-06-19 05:46:52,854 - mmaction - INFO - Epoch [69][1360/1879] lr: 1.000e-03, eta: 15:14:20, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0157, loss: 1.0157 2020-06-19 05:47:03,058 - mmaction - INFO - Epoch [69][1380/1879] lr: 1.000e-03, eta: 15:13:57, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9187, loss_cls: 1.2127, loss: 1.2127 2020-06-19 05:47:14,268 - mmaction - INFO - Epoch [69][1400/1879] lr: 1.000e-03, eta: 15:13:34, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.8941, loss: 0.8941 2020-06-19 05:47:24,920 - mmaction - INFO - Epoch [69][1420/1879] lr: 1.000e-03, eta: 15:13:11, time: 0.534, data_time: 0.015, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0738, loss: 1.0738 2020-06-19 05:47:36,735 - mmaction - INFO - Epoch [69][1440/1879] lr: 1.000e-03, eta: 15:12:49, time: 0.590, data_time: 0.009, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2736, loss: 1.2736 2020-06-19 05:47:47,982 - mmaction - INFO - Epoch [69][1460/1879] lr: 1.000e-03, eta: 15:12:27, time: 0.561, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1317, loss: 1.1317 2020-06-19 05:47:58,750 - mmaction - INFO - Epoch [69][1480/1879] lr: 1.000e-03, eta: 15:12:04, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8938, loss_cls: 1.4582, loss: 1.4582 2020-06-19 05:48:09,713 - mmaction - INFO - Epoch [69][1500/1879] lr: 1.000e-03, eta: 15:11:42, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3228, loss: 1.3228 2020-06-19 05:48:21,274 - mmaction - INFO - Epoch [69][1520/1879] lr: 1.000e-03, eta: 15:11:19, time: 0.579, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0285, loss: 1.0285 2020-06-19 05:48:32,344 - mmaction - INFO - Epoch [69][1540/1879] lr: 1.000e-03, eta: 15:10:57, time: 0.553, data_time: 0.051, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0403, loss: 1.0403 2020-06-19 05:48:43,040 - mmaction - INFO - Epoch [69][1560/1879] lr: 1.000e-03, eta: 15:10:34, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0246, loss: 1.0246 2020-06-19 05:48:53,566 - mmaction - INFO - Epoch [69][1580/1879] lr: 1.000e-03, eta: 15:10:12, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2125, loss: 1.2125 2020-06-19 05:49:04,581 - mmaction - INFO - Epoch [69][1600/1879] lr: 1.000e-03, eta: 15:09:49, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8938, loss_cls: 1.2951, loss: 1.2951 2020-06-19 05:49:15,802 - mmaction - INFO - Epoch [69][1620/1879] lr: 1.000e-03, eta: 15:09:27, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2093, loss: 1.2093 2020-06-19 05:49:26,886 - mmaction - INFO - Epoch [69][1640/1879] lr: 1.000e-03, eta: 15:09:04, time: 0.556, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.2996, loss: 1.2996 2020-06-19 05:49:38,492 - mmaction - INFO - Epoch [69][1660/1879] lr: 1.000e-03, eta: 15:08:42, time: 0.581, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1627, loss: 1.1627 2020-06-19 05:49:48,413 - mmaction - INFO - Epoch [69][1680/1879] lr: 1.000e-03, eta: 15:08:19, time: 0.494, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.4786, loss: 1.4786 2020-06-19 05:50:00,140 - mmaction - INFO - Epoch [69][1700/1879] lr: 1.000e-03, eta: 15:07:57, time: 0.588, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.1833, loss: 1.1833 2020-06-19 05:50:11,273 - mmaction - INFO - Epoch [69][1720/1879] lr: 1.000e-03, eta: 15:07:34, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1648, loss: 1.1648 2020-06-19 05:50:22,731 - mmaction - INFO - Epoch [69][1740/1879] lr: 1.000e-03, eta: 15:07:12, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3210, loss: 1.3210 2020-06-19 05:50:33,223 - mmaction - INFO - Epoch [69][1760/1879] lr: 1.000e-03, eta: 15:06:49, time: 0.523, data_time: 0.005, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2165, loss: 1.2165 2020-06-19 05:50:44,889 - mmaction - INFO - Epoch [69][1780/1879] lr: 1.000e-03, eta: 15:06:27, time: 0.583, data_time: 0.011, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2182, loss: 1.2182 2020-06-19 05:50:55,770 - mmaction - INFO - Epoch [69][1800/1879] lr: 1.000e-03, eta: 15:06:05, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2312, loss: 1.2312 2020-06-19 05:51:06,754 - mmaction - INFO - Epoch [69][1820/1879] lr: 1.000e-03, eta: 15:05:42, time: 0.550, data_time: 0.005, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3334, loss: 1.3334 2020-06-19 05:51:18,328 - mmaction - INFO - Epoch [69][1840/1879] lr: 1.000e-03, eta: 15:05:20, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0828, loss: 1.0828 2020-06-19 05:51:28,929 - mmaction - INFO - Epoch [69][1860/1879] lr: 1.000e-03, eta: 15:04:57, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0308, loss: 1.0308 2020-06-19 05:51:43,684 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-06-19 05:54:07,530 - mmaction - INFO - Epoch [70][20/1879] lr: 1.000e-03, eta: 15:05:15, time: 7.166, data_time: 6.447, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1397, loss: 1.1397 2020-06-19 05:54:20,564 - mmaction - INFO - Epoch [70][40/1879] lr: 1.000e-03, eta: 15:04:53, time: 0.652, data_time: 0.007, memory: 5168, top1_acc: 0.6312, top5_acc: 0.9062, loss_cls: 1.2674, loss: 1.2674 2020-06-19 05:54:31,938 - mmaction - INFO - Epoch [70][60/1879] lr: 1.000e-03, eta: 15:04:31, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8750, loss_cls: 1.0671, loss: 1.0671 2020-06-19 05:54:43,230 - mmaction - INFO - Epoch [70][80/1879] lr: 1.000e-03, eta: 15:04:08, time: 0.565, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1836, loss: 1.1836 2020-06-19 05:54:53,717 - mmaction - INFO - Epoch [70][100/1879] lr: 1.000e-03, eta: 15:03:46, time: 0.524, data_time: 0.039, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.3154, loss: 1.3154 2020-06-19 05:55:04,934 - mmaction - INFO - Epoch [70][120/1879] lr: 1.000e-03, eta: 15:03:23, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3213, loss: 1.3213 2020-06-19 05:55:14,372 - mmaction - INFO - Epoch [70][140/1879] lr: 1.000e-03, eta: 15:03:00, time: 0.472, data_time: 0.005, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.2618, loss: 1.2618 2020-06-19 05:55:25,556 - mmaction - INFO - Epoch [70][160/1879] lr: 1.000e-03, eta: 15:02:38, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1375, loss: 1.1375 2020-06-19 05:55:35,483 - mmaction - INFO - Epoch [70][180/1879] lr: 1.000e-03, eta: 15:02:15, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0669, loss: 1.0669 2020-06-19 05:55:45,433 - mmaction - INFO - Epoch [70][200/1879] lr: 1.000e-03, eta: 15:01:52, time: 0.495, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2327, loss: 1.2327 2020-06-19 05:55:56,504 - mmaction - INFO - Epoch [70][220/1879] lr: 1.000e-03, eta: 15:01:29, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0791, loss: 1.0791 2020-06-19 05:56:06,613 - mmaction - INFO - Epoch [70][240/1879] lr: 1.000e-03, eta: 15:01:07, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3278, loss: 1.3278 2020-06-19 05:56:17,213 - mmaction - INFO - Epoch [70][260/1879] lr: 1.000e-03, eta: 15:00:44, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.2000, loss: 1.2000 2020-06-19 05:56:27,179 - mmaction - INFO - Epoch [70][280/1879] lr: 1.000e-03, eta: 15:00:21, time: 0.498, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.3057, loss: 1.3057 2020-06-19 05:56:37,084 - mmaction - INFO - Epoch [70][300/1879] lr: 1.000e-03, eta: 14:59:58, time: 0.493, data_time: 0.007, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2263, loss: 1.2263 2020-06-19 05:56:47,660 - mmaction - INFO - Epoch [70][320/1879] lr: 1.000e-03, eta: 14:59:35, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2657, loss: 1.2657 2020-06-19 05:56:57,103 - mmaction - INFO - Epoch [70][340/1879] lr: 1.000e-03, eta: 14:59:12, time: 0.472, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9375, loss_cls: 0.9653, loss: 0.9653 2020-06-19 05:57:08,229 - mmaction - INFO - Epoch [70][360/1879] lr: 1.000e-03, eta: 14:58:50, time: 0.555, data_time: 0.018, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1941, loss: 1.1941 2020-06-19 05:57:18,399 - mmaction - INFO - Epoch [70][380/1879] lr: 1.000e-03, eta: 14:58:27, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0065, loss: 1.0065 2020-06-19 05:57:28,260 - mmaction - INFO - Epoch [70][400/1879] lr: 1.000e-03, eta: 14:58:04, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2954, loss: 1.2954 2020-06-19 05:57:38,966 - mmaction - INFO - Epoch [70][420/1879] lr: 1.000e-03, eta: 14:57:41, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0996, loss: 1.0996 2020-06-19 05:57:49,424 - mmaction - INFO - Epoch [70][440/1879] lr: 1.000e-03, eta: 14:57:19, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1434, loss: 1.1434 2020-06-19 05:57:59,752 - mmaction - INFO - Epoch [70][460/1879] lr: 1.000e-03, eta: 14:56:56, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3978, loss: 1.3978 2020-06-19 05:58:10,116 - mmaction - INFO - Epoch [70][480/1879] lr: 1.000e-03, eta: 14:56:33, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0488, loss: 1.0488 2020-06-19 05:58:20,500 - mmaction - INFO - Epoch [70][500/1879] lr: 1.000e-03, eta: 14:56:11, time: 0.518, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3380, loss: 1.3380 2020-06-19 05:58:31,266 - mmaction - INFO - Epoch [70][520/1879] lr: 1.000e-03, eta: 14:55:48, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1497, loss: 1.1497 2020-06-19 05:58:40,500 - mmaction - INFO - Epoch [70][540/1879] lr: 1.000e-03, eta: 14:55:25, time: 0.462, data_time: 0.010, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0285, loss: 1.0285 2020-06-19 05:58:50,621 - mmaction - INFO - Epoch [70][560/1879] lr: 1.000e-03, eta: 14:55:02, time: 0.506, data_time: 0.006, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2654, loss: 1.2654 2020-06-19 05:59:01,515 - mmaction - INFO - Epoch [70][580/1879] lr: 1.000e-03, eta: 14:54:40, time: 0.545, data_time: 0.051, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3659, loss: 1.3659 2020-06-19 05:59:12,057 - mmaction - INFO - Epoch [70][600/1879] lr: 1.000e-03, eta: 14:54:17, time: 0.528, data_time: 0.005, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0478, loss: 1.0478 2020-06-19 05:59:22,357 - mmaction - INFO - Epoch [70][620/1879] lr: 1.000e-03, eta: 14:53:54, time: 0.513, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0797, loss: 1.0797 2020-06-19 05:59:32,574 - mmaction - INFO - Epoch [70][640/1879] lr: 1.000e-03, eta: 14:53:32, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3531, loss: 1.3531 2020-06-19 05:59:43,289 - mmaction - INFO - Epoch [70][660/1879] lr: 1.000e-03, eta: 14:53:09, time: 0.539, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3479, loss: 1.3479 2020-06-19 05:59:53,010 - mmaction - INFO - Epoch [70][680/1879] lr: 1.000e-03, eta: 14:52:46, time: 0.486, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1166, loss: 1.1166 2020-06-19 06:00:07,562 - mmaction - INFO - Epoch [70][700/1879] lr: 1.000e-03, eta: 14:52:26, time: 0.726, data_time: 0.009, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1934, loss: 1.1934 2020-06-19 06:00:16,379 - mmaction - INFO - Epoch [70][720/1879] lr: 1.000e-03, eta: 14:52:02, time: 0.443, data_time: 0.014, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1931, loss: 1.1931 2020-06-19 06:00:27,918 - mmaction - INFO - Epoch [70][740/1879] lr: 1.000e-03, eta: 14:51:40, time: 0.576, data_time: 0.031, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.5000, loss: 1.5000 2020-06-19 06:00:38,082 - mmaction - INFO - Epoch [70][760/1879] lr: 1.000e-03, eta: 14:51:17, time: 0.509, data_time: 0.011, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.2562, loss: 1.2562 2020-06-19 06:00:49,141 - mmaction - INFO - Epoch [70][780/1879] lr: 1.000e-03, eta: 14:50:55, time: 0.552, data_time: 0.005, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0953, loss: 1.0953 2020-06-19 06:00:59,955 - mmaction - INFO - Epoch [70][800/1879] lr: 1.000e-03, eta: 14:50:33, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.3205, loss: 1.3205 2020-06-19 06:01:11,937 - mmaction - INFO - Epoch [70][820/1879] lr: 1.000e-03, eta: 14:50:11, time: 0.599, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2558, loss: 1.2558 2020-06-19 06:01:22,904 - mmaction - INFO - Epoch [70][840/1879] lr: 1.000e-03, eta: 14:49:48, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0940, loss: 1.0940 2020-06-19 06:01:33,407 - mmaction - INFO - Epoch [70][860/1879] lr: 1.000e-03, eta: 14:49:26, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1497, loss: 1.1497 2020-06-19 06:01:43,807 - mmaction - INFO - Epoch [70][880/1879] lr: 1.000e-03, eta: 14:49:03, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.1877, loss: 1.1877 2020-06-19 06:01:54,768 - mmaction - INFO - Epoch [70][900/1879] lr: 1.000e-03, eta: 14:48:41, time: 0.548, data_time: 0.019, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1017, loss: 1.1017 2020-06-19 06:02:06,213 - mmaction - INFO - Epoch [70][920/1879] lr: 1.000e-03, eta: 14:48:19, time: 0.573, data_time: 0.086, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4699, loss: 1.4699 2020-06-19 06:02:18,491 - mmaction - INFO - Epoch [70][940/1879] lr: 1.000e-03, eta: 14:47:57, time: 0.615, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1578, loss: 1.1578 2020-06-19 06:02:28,822 - mmaction - INFO - Epoch [70][960/1879] lr: 1.000e-03, eta: 14:47:35, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0942, loss: 1.0942 2020-06-19 06:02:39,793 - mmaction - INFO - Epoch [70][980/1879] lr: 1.000e-03, eta: 14:47:12, time: 0.548, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.3033, loss: 1.3033 2020-06-19 06:02:50,414 - mmaction - INFO - Epoch [70][1000/1879] lr: 1.000e-03, eta: 14:46:50, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3383, loss: 1.3383 2020-06-19 06:03:01,184 - mmaction - INFO - Epoch [70][1020/1879] lr: 1.000e-03, eta: 14:46:27, time: 0.538, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2603, loss: 1.2603 2020-06-19 06:03:11,935 - mmaction - INFO - Epoch [70][1040/1879] lr: 1.000e-03, eta: 14:46:05, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.1310, loss: 1.1310 2020-06-19 06:03:23,861 - mmaction - INFO - Epoch [70][1060/1879] lr: 1.000e-03, eta: 14:45:43, time: 0.597, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3777, loss: 1.3777 2020-06-19 06:03:34,842 - mmaction - INFO - Epoch [70][1080/1879] lr: 1.000e-03, eta: 14:45:21, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1388, loss: 1.1388 2020-06-19 06:03:45,262 - mmaction - INFO - Epoch [70][1100/1879] lr: 1.000e-03, eta: 14:44:58, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0841, loss: 1.0841 2020-06-19 06:03:57,799 - mmaction - INFO - Epoch [70][1120/1879] lr: 1.000e-03, eta: 14:44:37, time: 0.625, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3936, loss: 1.3936 2020-06-19 06:04:07,636 - mmaction - INFO - Epoch [70][1140/1879] lr: 1.000e-03, eta: 14:44:14, time: 0.492, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1388, loss: 1.1388 2020-06-19 06:04:18,975 - mmaction - INFO - Epoch [70][1160/1879] lr: 1.000e-03, eta: 14:43:52, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1449, loss: 1.1449 2020-06-19 06:04:30,045 - mmaction - INFO - Epoch [70][1180/1879] lr: 1.000e-03, eta: 14:43:30, time: 0.553, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9821, loss: 0.9821 2020-06-19 06:04:40,472 - mmaction - INFO - Epoch [70][1200/1879] lr: 1.000e-03, eta: 14:43:07, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2509, loss: 1.2509 2020-06-19 06:04:52,120 - mmaction - INFO - Epoch [70][1220/1879] lr: 1.000e-03, eta: 14:42:45, time: 0.580, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2064, loss: 1.2064 2020-06-19 06:05:04,265 - mmaction - INFO - Epoch [70][1240/1879] lr: 1.000e-03, eta: 14:42:23, time: 0.608, data_time: 0.003, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4142, loss: 1.4142 2020-06-19 06:05:14,887 - mmaction - INFO - Epoch [70][1260/1879] lr: 1.000e-03, eta: 14:42:01, time: 0.532, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.1999, loss: 1.1999 2020-06-19 06:05:25,782 - mmaction - INFO - Epoch [70][1280/1879] lr: 1.000e-03, eta: 14:41:39, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3868, loss: 1.3868 2020-06-19 06:05:37,344 - mmaction - INFO - Epoch [70][1300/1879] lr: 1.000e-03, eta: 14:41:17, time: 0.579, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0499, loss: 1.0499 2020-06-19 06:05:48,531 - mmaction - INFO - Epoch [70][1320/1879] lr: 1.000e-03, eta: 14:40:55, time: 0.558, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1004, loss: 1.1004 2020-06-19 06:05:58,480 - mmaction - INFO - Epoch [70][1340/1879] lr: 1.000e-03, eta: 14:40:32, time: 0.499, data_time: 0.032, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1182, loss: 1.1182 2020-06-19 06:06:09,436 - mmaction - INFO - Epoch [70][1360/1879] lr: 1.000e-03, eta: 14:40:10, time: 0.546, data_time: 0.191, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1008, loss: 1.1008 2020-06-19 06:06:21,475 - mmaction - INFO - Epoch [70][1380/1879] lr: 1.000e-03, eta: 14:39:48, time: 0.602, data_time: 0.086, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2080, loss: 1.2080 2020-06-19 06:06:32,564 - mmaction - INFO - Epoch [70][1400/1879] lr: 1.000e-03, eta: 14:39:26, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3562, loss: 1.3562 2020-06-19 06:06:43,798 - mmaction - INFO - Epoch [70][1420/1879] lr: 1.000e-03, eta: 14:39:04, time: 0.562, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1511, loss: 1.1511 2020-06-19 06:06:55,331 - mmaction - INFO - Epoch [70][1440/1879] lr: 1.000e-03, eta: 14:38:42, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1231, loss: 1.1231 2020-06-19 06:07:05,900 - mmaction - INFO - Epoch [70][1460/1879] lr: 1.000e-03, eta: 14:38:19, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.0731, loss: 1.0731 2020-06-19 06:07:16,537 - mmaction - INFO - Epoch [70][1480/1879] lr: 1.000e-03, eta: 14:37:57, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3150, loss: 1.3150 2020-06-19 06:07:27,499 - mmaction - INFO - Epoch [70][1500/1879] lr: 1.000e-03, eta: 14:37:35, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2895, loss: 1.2895 2020-06-19 06:07:38,208 - mmaction - INFO - Epoch [70][1520/1879] lr: 1.000e-03, eta: 14:37:12, time: 0.535, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3965, loss: 1.3965 2020-06-19 06:07:49,306 - mmaction - INFO - Epoch [70][1540/1879] lr: 1.000e-03, eta: 14:36:50, time: 0.552, data_time: 0.006, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0932, loss: 1.0932 2020-06-19 06:07:59,779 - mmaction - INFO - Epoch [70][1560/1879] lr: 1.000e-03, eta: 14:36:28, time: 0.524, data_time: 0.019, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1182, loss: 1.1182 2020-06-19 06:08:10,828 - mmaction - INFO - Epoch [70][1580/1879] lr: 1.000e-03, eta: 14:36:06, time: 0.554, data_time: 0.007, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4672, loss: 1.4672 2020-06-19 06:08:22,321 - mmaction - INFO - Epoch [70][1600/1879] lr: 1.000e-03, eta: 14:35:44, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.2899, loss: 1.2899 2020-06-19 06:08:33,259 - mmaction - INFO - Epoch [70][1620/1879] lr: 1.000e-03, eta: 14:35:22, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.9062, loss_cls: 1.2318, loss: 1.2318 2020-06-19 06:08:43,727 - mmaction - INFO - Epoch [70][1640/1879] lr: 1.000e-03, eta: 14:34:59, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0299, loss: 1.0299 2020-06-19 06:08:55,051 - mmaction - INFO - Epoch [70][1660/1879] lr: 1.000e-03, eta: 14:34:37, time: 0.564, data_time: 0.000, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3346, loss: 1.3346 2020-06-19 06:09:06,482 - mmaction - INFO - Epoch [70][1680/1879] lr: 1.000e-03, eta: 14:34:15, time: 0.573, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1689, loss: 1.1689 2020-06-19 06:09:17,681 - mmaction - INFO - Epoch [70][1700/1879] lr: 1.000e-03, eta: 14:33:53, time: 0.561, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 0.9973, loss: 0.9973 2020-06-19 06:09:28,285 - mmaction - INFO - Epoch [70][1720/1879] lr: 1.000e-03, eta: 14:33:31, time: 0.529, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1109, loss: 1.1109 2020-06-19 06:09:39,884 - mmaction - INFO - Epoch [70][1740/1879] lr: 1.000e-03, eta: 14:33:09, time: 0.579, data_time: 0.014, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1139, loss: 1.1139 2020-06-19 06:09:50,826 - mmaction - INFO - Epoch [70][1760/1879] lr: 1.000e-03, eta: 14:32:47, time: 0.547, data_time: 0.005, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0588, loss: 1.0588 2020-06-19 06:10:01,984 - mmaction - INFO - Epoch [70][1780/1879] lr: 1.000e-03, eta: 14:32:25, time: 0.560, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.9000, loss_cls: 1.1689, loss: 1.1689 2020-06-19 06:10:13,379 - mmaction - INFO - Epoch [70][1800/1879] lr: 1.000e-03, eta: 14:32:03, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1895, loss: 1.1895 2020-06-19 06:10:24,350 - mmaction - INFO - Epoch [70][1820/1879] lr: 1.000e-03, eta: 14:31:41, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0398, loss: 1.0398 2020-06-19 06:10:34,859 - mmaction - INFO - Epoch [70][1840/1879] lr: 1.000e-03, eta: 14:31:18, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1386, loss: 1.1386 2020-06-19 06:10:46,055 - mmaction - INFO - Epoch [70][1860/1879] lr: 1.000e-03, eta: 14:30:56, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.0918, loss: 1.0918 2020-06-19 06:11:02,882 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-06-19 06:13:04,869 - mmaction - INFO - Epoch [71][20/1879] lr: 1.000e-03, eta: 14:31:01, time: 6.065, data_time: 5.460, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3432, loss: 1.3432 2020-06-19 06:13:15,223 - mmaction - INFO - Epoch [71][40/1879] lr: 1.000e-03, eta: 14:30:38, time: 0.516, data_time: 0.005, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1093, loss: 1.1093 2020-06-19 06:13:26,531 - mmaction - INFO - Epoch [71][60/1879] lr: 1.000e-03, eta: 14:30:16, time: 0.566, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.2773, loss: 1.2773 2020-06-19 06:13:37,852 - mmaction - INFO - Epoch [71][80/1879] lr: 1.000e-03, eta: 14:29:54, time: 0.565, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3289, loss: 1.3289 2020-06-19 06:13:49,528 - mmaction - INFO - Epoch [71][100/1879] lr: 1.000e-03, eta: 14:29:32, time: 0.586, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 1.0236, loss: 1.0236 2020-06-19 06:14:00,260 - mmaction - INFO - Epoch [71][120/1879] lr: 1.000e-03, eta: 14:29:10, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1126, loss: 1.1126 2020-06-19 06:14:11,408 - mmaction - INFO - Epoch [71][140/1879] lr: 1.000e-03, eta: 14:28:48, time: 0.557, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5241, loss: 1.5241 2020-06-19 06:14:23,272 - mmaction - INFO - Epoch [71][160/1879] lr: 1.000e-03, eta: 14:28:26, time: 0.593, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2745, loss: 1.2745 2020-06-19 06:14:33,563 - mmaction - INFO - Epoch [71][180/1879] lr: 1.000e-03, eta: 14:28:04, time: 0.515, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9578, loss: 0.9578 2020-06-19 06:14:44,182 - mmaction - INFO - Epoch [71][200/1879] lr: 1.000e-03, eta: 14:27:42, time: 0.531, data_time: 0.038, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0325, loss: 1.0325 2020-06-19 06:14:55,536 - mmaction - INFO - Epoch [71][220/1879] lr: 1.000e-03, eta: 14:27:20, time: 0.568, data_time: 0.063, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.4423, loss: 1.4423 2020-06-19 06:15:06,151 - mmaction - INFO - Epoch [71][240/1879] lr: 1.000e-03, eta: 14:26:57, time: 0.530, data_time: 0.009, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1351, loss: 1.1351 2020-06-19 06:15:16,965 - mmaction - INFO - Epoch [71][260/1879] lr: 1.000e-03, eta: 14:26:35, time: 0.539, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572 2020-06-19 06:15:28,545 - mmaction - INFO - Epoch [71][280/1879] lr: 1.000e-03, eta: 14:26:13, time: 0.581, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1110, loss: 1.1110 2020-06-19 06:15:38,974 - mmaction - INFO - Epoch [71][300/1879] lr: 1.000e-03, eta: 14:25:51, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2671, loss: 1.2671 2020-06-19 06:15:49,696 - mmaction - INFO - Epoch [71][320/1879] lr: 1.000e-03, eta: 14:25:29, time: 0.535, data_time: 0.015, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2557, loss: 1.2557 2020-06-19 06:16:01,081 - mmaction - INFO - Epoch [71][340/1879] lr: 1.000e-03, eta: 14:25:07, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2410, loss: 1.2410 2020-06-19 06:16:11,526 - mmaction - INFO - Epoch [71][360/1879] lr: 1.000e-03, eta: 14:24:45, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4258, loss: 1.4258 2020-06-19 06:16:23,154 - mmaction - INFO - Epoch [71][380/1879] lr: 1.000e-03, eta: 14:24:23, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.2103, loss: 1.2103 2020-06-19 06:16:33,146 - mmaction - INFO - Epoch [71][400/1879] lr: 1.000e-03, eta: 14:24:00, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.9462, loss: 0.9462 2020-06-19 06:16:44,481 - mmaction - INFO - Epoch [71][420/1879] lr: 1.000e-03, eta: 14:23:38, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1888, loss: 1.1888 2020-06-19 06:16:55,389 - mmaction - INFO - Epoch [71][440/1879] lr: 1.000e-03, eta: 14:23:16, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0642, loss: 1.0642 2020-06-19 06:17:05,908 - mmaction - INFO - Epoch [71][460/1879] lr: 1.000e-03, eta: 14:22:54, time: 0.528, data_time: 0.004, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3248, loss: 1.3248 2020-06-19 06:17:17,468 - mmaction - INFO - Epoch [71][480/1879] lr: 1.000e-03, eta: 14:22:32, time: 0.579, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9961, loss: 0.9961 2020-06-19 06:17:28,486 - mmaction - INFO - Epoch [71][500/1879] lr: 1.000e-03, eta: 14:22:10, time: 0.548, data_time: 0.017, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2550, loss: 1.2550 2020-06-19 06:17:39,777 - mmaction - INFO - Epoch [71][520/1879] lr: 1.000e-03, eta: 14:21:48, time: 0.567, data_time: 0.050, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3956, loss: 1.3956 2020-06-19 06:17:51,485 - mmaction - INFO - Epoch [71][540/1879] lr: 1.000e-03, eta: 14:21:26, time: 0.585, data_time: 0.086, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4822, loss: 1.4822 2020-06-19 06:18:02,333 - mmaction - INFO - Epoch [71][560/1879] lr: 1.000e-03, eta: 14:21:04, time: 0.541, data_time: 0.137, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.2916, loss: 1.2916 2020-06-19 06:18:12,832 - mmaction - INFO - Epoch [71][580/1879] lr: 1.000e-03, eta: 14:20:42, time: 0.525, data_time: 0.081, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3744, loss: 1.3744 2020-06-19 06:18:23,643 - mmaction - INFO - Epoch [71][600/1879] lr: 1.000e-03, eta: 14:20:20, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3642, loss: 1.3642 2020-06-19 06:18:35,349 - mmaction - INFO - Epoch [71][620/1879] lr: 1.000e-03, eta: 14:19:58, time: 0.585, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2985, loss: 1.2985 2020-06-19 06:18:45,723 - mmaction - INFO - Epoch [71][640/1879] lr: 1.000e-03, eta: 14:19:36, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.1287, loss: 1.1287 2020-06-19 06:18:57,511 - mmaction - INFO - Epoch [71][660/1879] lr: 1.000e-03, eta: 14:19:14, time: 0.587, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4648, loss: 1.4648 2020-06-19 06:19:08,091 - mmaction - INFO - Epoch [71][680/1879] lr: 1.000e-03, eta: 14:18:52, time: 0.529, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8375, loss_cls: 1.3147, loss: 1.3147 2020-06-19 06:19:18,942 - mmaction - INFO - Epoch [71][700/1879] lr: 1.000e-03, eta: 14:18:30, time: 0.544, data_time: 0.074, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.3265, loss: 1.3265 2020-06-19 06:19:30,476 - mmaction - INFO - Epoch [71][720/1879] lr: 1.000e-03, eta: 14:18:08, time: 0.575, data_time: 0.011, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.9761, loss: 0.9761 2020-06-19 06:19:40,894 - mmaction - INFO - Epoch [71][740/1879] lr: 1.000e-03, eta: 14:17:46, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0541, loss: 1.0541 2020-06-19 06:19:52,410 - mmaction - INFO - Epoch [71][760/1879] lr: 1.000e-03, eta: 14:17:24, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0563, loss: 1.0563 2020-06-19 06:20:03,799 - mmaction - INFO - Epoch [71][780/1879] lr: 1.000e-03, eta: 14:17:02, time: 0.567, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1466, loss: 1.1466 2020-06-19 06:20:14,214 - mmaction - INFO - Epoch [71][800/1879] lr: 1.000e-03, eta: 14:16:40, time: 0.522, data_time: 0.141, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1916, loss: 1.1916 2020-06-19 06:20:25,274 - mmaction - INFO - Epoch [71][820/1879] lr: 1.000e-03, eta: 14:16:18, time: 0.553, data_time: 0.210, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3498, loss: 1.3498 2020-06-19 06:20:37,137 - mmaction - INFO - Epoch [71][840/1879] lr: 1.000e-03, eta: 14:15:57, time: 0.594, data_time: 0.117, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2110, loss: 1.2110 2020-06-19 06:20:48,318 - mmaction - INFO - Epoch [71][860/1879] lr: 1.000e-03, eta: 14:15:35, time: 0.560, data_time: 0.063, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.2249, loss: 1.2249 2020-06-19 06:20:59,362 - mmaction - INFO - Epoch [71][880/1879] lr: 1.000e-03, eta: 14:15:13, time: 0.552, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1782, loss: 1.1782 2020-06-19 06:21:09,729 - mmaction - INFO - Epoch [71][900/1879] lr: 1.000e-03, eta: 14:14:50, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.9902, loss: 0.9902 2020-06-19 06:21:20,775 - mmaction - INFO - Epoch [71][920/1879] lr: 1.000e-03, eta: 14:14:28, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1552, loss: 1.1552 2020-06-19 06:21:32,196 - mmaction - INFO - Epoch [71][940/1879] lr: 1.000e-03, eta: 14:14:07, time: 0.571, data_time: 0.008, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3250, loss: 1.3250 2020-06-19 06:21:42,913 - mmaction - INFO - Epoch [71][960/1879] lr: 1.000e-03, eta: 14:13:45, time: 0.536, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4600, loss: 1.4600 2020-06-19 06:21:54,116 - mmaction - INFO - Epoch [71][980/1879] lr: 1.000e-03, eta: 14:13:23, time: 0.561, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2197, loss: 1.2197 2020-06-19 06:22:05,791 - mmaction - INFO - Epoch [71][1000/1879] lr: 1.000e-03, eta: 14:13:01, time: 0.583, data_time: 0.054, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.3696, loss: 1.3696 2020-06-19 06:22:17,442 - mmaction - INFO - Epoch [71][1020/1879] lr: 1.000e-03, eta: 14:12:39, time: 0.581, data_time: 0.005, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9437, loss_cls: 0.9372, loss: 0.9372 2020-06-19 06:22:28,224 - mmaction - INFO - Epoch [71][1040/1879] lr: 1.000e-03, eta: 14:12:17, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2691, loss: 1.2691 2020-06-19 06:22:38,752 - mmaction - INFO - Epoch [71][1060/1879] lr: 1.000e-03, eta: 14:11:55, time: 0.528, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.2713, loss: 1.2713 2020-06-19 06:22:49,702 - mmaction - INFO - Epoch [71][1080/1879] lr: 1.000e-03, eta: 14:11:33, time: 0.548, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2101, loss: 1.2101 2020-06-19 06:23:00,759 - mmaction - INFO - Epoch [71][1100/1879] lr: 1.000e-03, eta: 14:11:11, time: 0.552, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0987, loss: 1.0987 2020-06-19 06:23:10,894 - mmaction - INFO - Epoch [71][1120/1879] lr: 1.000e-03, eta: 14:10:49, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1084, loss: 1.1084 2020-06-19 06:23:22,105 - mmaction - INFO - Epoch [71][1140/1879] lr: 1.000e-03, eta: 14:10:27, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2736, loss: 1.2736 2020-06-19 06:23:33,551 - mmaction - INFO - Epoch [71][1160/1879] lr: 1.000e-03, eta: 14:10:05, time: 0.571, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0059, loss: 1.0059 2020-06-19 06:23:44,265 - mmaction - INFO - Epoch [71][1180/1879] lr: 1.000e-03, eta: 14:09:43, time: 0.538, data_time: 0.119, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2955, loss: 1.2955 2020-06-19 06:23:54,776 - mmaction - INFO - Epoch [71][1200/1879] lr: 1.000e-03, eta: 14:09:21, time: 0.525, data_time: 0.047, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5596, loss: 1.5596 2020-06-19 06:24:06,289 - mmaction - INFO - Epoch [71][1220/1879] lr: 1.000e-03, eta: 14:08:59, time: 0.576, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0973, loss: 1.0973 2020-06-19 06:24:16,452 - mmaction - INFO - Epoch [71][1240/1879] lr: 1.000e-03, eta: 14:08:37, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1696, loss: 1.1696 2020-06-19 06:24:27,506 - mmaction - INFO - Epoch [71][1260/1879] lr: 1.000e-03, eta: 14:08:15, time: 0.553, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4088, loss: 1.4088 2020-06-19 06:24:38,257 - mmaction - INFO - Epoch [71][1280/1879] lr: 1.000e-03, eta: 14:07:53, time: 0.537, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3968, loss: 1.3968 2020-06-19 06:24:49,696 - mmaction - INFO - Epoch [71][1300/1879] lr: 1.000e-03, eta: 14:07:32, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1894, loss: 1.1894 2020-06-19 06:25:00,698 - mmaction - INFO - Epoch [71][1320/1879] lr: 1.000e-03, eta: 14:07:10, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0285, loss: 1.0285 2020-06-19 06:25:13,006 - mmaction - INFO - Epoch [71][1340/1879] lr: 1.000e-03, eta: 14:06:48, time: 0.617, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2084, loss: 1.2084 2020-06-19 06:25:23,283 - mmaction - INFO - Epoch [71][1360/1879] lr: 1.000e-03, eta: 14:06:26, time: 0.512, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2181, loss: 1.2181 2020-06-19 06:25:34,893 - mmaction - INFO - Epoch [71][1380/1879] lr: 1.000e-03, eta: 14:06:05, time: 0.580, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9326, loss: 0.9326 2020-06-19 06:25:44,976 - mmaction - INFO - Epoch [71][1400/1879] lr: 1.000e-03, eta: 14:05:42, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3034, loss: 1.3034 2020-06-19 06:25:56,840 - mmaction - INFO - Epoch [71][1420/1879] lr: 1.000e-03, eta: 14:05:21, time: 0.595, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.2995, loss: 1.2995 2020-06-19 06:26:08,405 - mmaction - INFO - Epoch [71][1440/1879] lr: 1.000e-03, eta: 14:04:59, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9125, loss_cls: 0.9149, loss: 0.9149 2020-06-19 06:26:19,422 - mmaction - INFO - Epoch [71][1460/1879] lr: 1.000e-03, eta: 14:04:37, time: 0.549, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1638, loss: 1.1638 2020-06-19 06:26:30,795 - mmaction - INFO - Epoch [71][1480/1879] lr: 1.000e-03, eta: 14:04:16, time: 0.570, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.8812, loss_cls: 1.0570, loss: 1.0570 2020-06-19 06:26:41,766 - mmaction - INFO - Epoch [71][1500/1879] lr: 1.000e-03, eta: 14:03:54, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2132, loss: 1.2132 2020-06-19 06:26:52,292 - mmaction - INFO - Epoch [71][1520/1879] lr: 1.000e-03, eta: 14:03:32, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2075, loss: 1.2075 2020-06-19 06:27:03,139 - mmaction - INFO - Epoch [71][1540/1879] lr: 1.000e-03, eta: 14:03:10, time: 0.542, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3370, loss: 1.3370 2020-06-19 06:27:13,741 - mmaction - INFO - Epoch [71][1560/1879] lr: 1.000e-03, eta: 14:02:48, time: 0.529, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2477, loss: 1.2477 2020-06-19 06:27:25,626 - mmaction - INFO - Epoch [71][1580/1879] lr: 1.000e-03, eta: 14:02:26, time: 0.595, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.8932, loss: 0.8932 2020-06-19 06:27:36,509 - mmaction - INFO - Epoch [71][1600/1879] lr: 1.000e-03, eta: 14:02:04, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9149, loss: 0.9149 2020-06-19 06:27:47,454 - mmaction - INFO - Epoch [71][1620/1879] lr: 1.000e-03, eta: 14:01:42, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3006, loss: 1.3006 2020-06-19 06:27:58,803 - mmaction - INFO - Epoch [71][1640/1879] lr: 1.000e-03, eta: 14:01:21, time: 0.567, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1117, loss: 1.1117 2020-06-19 06:28:09,180 - mmaction - INFO - Epoch [71][1660/1879] lr: 1.000e-03, eta: 14:00:59, time: 0.520, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0158, loss: 1.0158 2020-06-19 06:28:20,496 - mmaction - INFO - Epoch [71][1680/1879] lr: 1.000e-03, eta: 14:00:37, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1825, loss: 1.1825 2020-06-19 06:28:31,102 - mmaction - INFO - Epoch [71][1700/1879] lr: 1.000e-03, eta: 14:00:15, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1915, loss: 1.1915 2020-06-19 06:28:43,093 - mmaction - INFO - Epoch [71][1720/1879] lr: 1.000e-03, eta: 13:59:53, time: 0.599, data_time: 0.005, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1569, loss: 1.1569 2020-06-19 06:28:53,675 - mmaction - INFO - Epoch [71][1740/1879] lr: 1.000e-03, eta: 13:59:31, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1397, loss: 1.1397 2020-06-19 06:29:04,676 - mmaction - INFO - Epoch [71][1760/1879] lr: 1.000e-03, eta: 13:59:10, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5236, loss: 1.5236 2020-06-19 06:29:15,348 - mmaction - INFO - Epoch [71][1780/1879] lr: 1.000e-03, eta: 13:58:48, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1154, loss: 1.1154 2020-06-19 06:29:25,994 - mmaction - INFO - Epoch [71][1800/1879] lr: 1.000e-03, eta: 13:58:26, time: 0.532, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2592, loss: 1.2592 2020-06-19 06:29:37,186 - mmaction - INFO - Epoch [71][1820/1879] lr: 1.000e-03, eta: 13:58:04, time: 0.558, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9727, loss: 0.9727 2020-06-19 06:29:48,011 - mmaction - INFO - Epoch [71][1840/1879] lr: 1.000e-03, eta: 13:57:42, time: 0.542, data_time: 0.080, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2936, loss: 1.2936 2020-06-19 06:29:59,058 - mmaction - INFO - Epoch [71][1860/1879] lr: 1.000e-03, eta: 13:57:20, time: 0.553, data_time: 0.118, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1824, loss: 1.1824 2020-06-19 06:30:14,990 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-06-19 06:32:16,568 - mmaction - INFO - Epoch [72][20/1879] lr: 1.000e-03, eta: 13:57:23, time: 6.055, data_time: 5.446, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1056, loss: 1.1056 2020-06-19 06:32:27,784 - mmaction - INFO - Epoch [72][40/1879] lr: 1.000e-03, eta: 13:57:01, time: 0.557, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1940, loss: 1.1940 2020-06-19 06:32:39,541 - mmaction - INFO - Epoch [72][60/1879] lr: 1.000e-03, eta: 13:56:40, time: 0.591, data_time: 0.012, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6527, loss: 1.6527 2020-06-19 06:32:49,434 - mmaction - INFO - Epoch [72][80/1879] lr: 1.000e-03, eta: 13:56:17, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0185, loss: 1.0185 2020-06-19 06:33:00,322 - mmaction - INFO - Epoch [72][100/1879] lr: 1.000e-03, eta: 13:55:56, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2390, loss: 1.2390 2020-06-19 06:33:11,941 - mmaction - INFO - Epoch [72][120/1879] lr: 1.000e-03, eta: 13:55:34, time: 0.581, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.0386, loss: 1.0386 2020-06-19 06:33:22,790 - mmaction - INFO - Epoch [72][140/1879] lr: 1.000e-03, eta: 13:55:12, time: 0.543, data_time: 0.011, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1655, loss: 1.1655 2020-06-19 06:33:33,368 - mmaction - INFO - Epoch [72][160/1879] lr: 1.000e-03, eta: 13:54:50, time: 0.530, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3095, loss: 1.3095 2020-06-19 06:33:44,685 - mmaction - INFO - Epoch [72][180/1879] lr: 1.000e-03, eta: 13:54:28, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2006, loss: 1.2006 2020-06-19 06:33:55,889 - mmaction - INFO - Epoch [72][200/1879] lr: 1.000e-03, eta: 13:54:07, time: 0.558, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1643, loss: 1.1643 2020-06-19 06:34:07,379 - mmaction - INFO - Epoch [72][220/1879] lr: 1.000e-03, eta: 13:53:45, time: 0.575, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1326, loss: 1.1326 2020-06-19 06:34:19,063 - mmaction - INFO - Epoch [72][240/1879] lr: 1.000e-03, eta: 13:53:24, time: 0.584, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2717, loss: 1.2717 2020-06-19 06:34:29,241 - mmaction - INFO - Epoch [72][260/1879] lr: 1.000e-03, eta: 13:53:02, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2787, loss: 1.2787 2020-06-19 06:34:40,415 - mmaction - INFO - Epoch [72][280/1879] lr: 1.000e-03, eta: 13:52:40, time: 0.558, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1153, loss: 1.1153 2020-06-19 06:34:52,081 - mmaction - INFO - Epoch [72][300/1879] lr: 1.000e-03, eta: 13:52:18, time: 0.583, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1277, loss: 1.1277 2020-06-19 06:35:02,957 - mmaction - INFO - Epoch [72][320/1879] lr: 1.000e-03, eta: 13:51:57, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.3675, loss: 1.3675 2020-06-19 06:35:13,535 - mmaction - INFO - Epoch [72][340/1879] lr: 1.000e-03, eta: 13:51:35, time: 0.528, data_time: 0.005, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5374, loss: 1.5374 2020-06-19 06:35:24,717 - mmaction - INFO - Epoch [72][360/1879] lr: 1.000e-03, eta: 13:51:13, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1762, loss: 1.1762 2020-06-19 06:35:35,719 - mmaction - INFO - Epoch [72][380/1879] lr: 1.000e-03, eta: 13:50:51, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1347, loss: 1.1347 2020-06-19 06:35:46,545 - mmaction - INFO - Epoch [72][400/1879] lr: 1.000e-03, eta: 13:50:29, time: 0.540, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0427, loss: 1.0427 2020-06-19 06:35:57,531 - mmaction - INFO - Epoch [72][420/1879] lr: 1.000e-03, eta: 13:50:08, time: 0.548, data_time: 0.130, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.2451, loss: 1.2451 2020-06-19 06:36:09,361 - mmaction - INFO - Epoch [72][440/1879] lr: 1.000e-03, eta: 13:49:46, time: 0.594, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1517, loss: 1.1517 2020-06-19 06:36:19,868 - mmaction - INFO - Epoch [72][460/1879] lr: 1.000e-03, eta: 13:49:24, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1883, loss: 1.1883 2020-06-19 06:36:31,500 - mmaction - INFO - Epoch [72][480/1879] lr: 1.000e-03, eta: 13:49:03, time: 0.581, data_time: 0.137, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1509, loss: 1.1509 2020-06-19 06:36:41,402 - mmaction - INFO - Epoch [72][500/1879] lr: 1.000e-03, eta: 13:48:41, time: 0.496, data_time: 0.144, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3401, loss: 1.3401 2020-06-19 06:36:52,875 - mmaction - INFO - Epoch [72][520/1879] lr: 1.000e-03, eta: 13:48:19, time: 0.573, data_time: 0.169, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2875, loss: 1.2875 2020-06-19 06:37:04,047 - mmaction - INFO - Epoch [72][540/1879] lr: 1.000e-03, eta: 13:47:57, time: 0.560, data_time: 0.130, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.1999, loss: 1.1999 2020-06-19 06:37:15,043 - mmaction - INFO - Epoch [72][560/1879] lr: 1.000e-03, eta: 13:47:36, time: 0.548, data_time: 0.141, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.0535, loss: 1.0535 2020-06-19 06:37:26,095 - mmaction - INFO - Epoch [72][580/1879] lr: 1.000e-03, eta: 13:47:14, time: 0.553, data_time: 0.156, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0429, loss: 1.0429 2020-06-19 06:37:36,323 - mmaction - INFO - Epoch [72][600/1879] lr: 1.000e-03, eta: 13:46:52, time: 0.510, data_time: 0.164, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0102, loss: 1.0102 2020-06-19 06:37:47,532 - mmaction - INFO - Epoch [72][620/1879] lr: 1.000e-03, eta: 13:46:30, time: 0.563, data_time: 0.067, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1107, loss: 1.1107 2020-06-19 06:37:59,072 - mmaction - INFO - Epoch [72][640/1879] lr: 1.000e-03, eta: 13:46:09, time: 0.577, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3014, loss: 1.3014 2020-06-19 06:38:09,835 - mmaction - INFO - Epoch [72][660/1879] lr: 1.000e-03, eta: 13:45:47, time: 0.538, data_time: 0.000, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2375, loss: 1.2375 2020-06-19 06:38:20,646 - mmaction - INFO - Epoch [72][680/1879] lr: 1.000e-03, eta: 13:45:25, time: 0.540, data_time: 0.000, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4425, loss: 1.4425 2020-06-19 06:38:31,616 - mmaction - INFO - Epoch [72][700/1879] lr: 1.000e-03, eta: 13:45:04, time: 0.548, data_time: 0.009, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0616, loss: 1.0616 2020-06-19 06:38:42,417 - mmaction - INFO - Epoch [72][720/1879] lr: 1.000e-03, eta: 13:44:42, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1330, loss: 1.1330 2020-06-19 06:38:52,750 - mmaction - INFO - Epoch [72][740/1879] lr: 1.000e-03, eta: 13:44:20, time: 0.515, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9615, loss: 0.9615 2020-06-19 06:39:04,155 - mmaction - INFO - Epoch [72][760/1879] lr: 1.000e-03, eta: 13:43:58, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3238, loss: 1.3238 2020-06-19 06:39:14,781 - mmaction - INFO - Epoch [72][780/1879] lr: 1.000e-03, eta: 13:43:36, time: 0.535, data_time: 0.004, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1025, loss: 1.1025 2020-06-19 06:39:25,946 - mmaction - INFO - Epoch [72][800/1879] lr: 1.000e-03, eta: 13:43:15, time: 0.558, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9936, loss: 0.9936 2020-06-19 06:39:37,180 - mmaction - INFO - Epoch [72][820/1879] lr: 1.000e-03, eta: 13:42:53, time: 0.560, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1378, loss: 1.1378 2020-06-19 06:39:48,585 - mmaction - INFO - Epoch [72][840/1879] lr: 1.000e-03, eta: 13:42:32, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9739, loss: 0.9739 2020-06-19 06:39:59,695 - mmaction - INFO - Epoch [72][860/1879] lr: 1.000e-03, eta: 13:42:10, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1683, loss: 1.1683 2020-06-19 06:40:10,163 - mmaction - INFO - Epoch [72][880/1879] lr: 1.000e-03, eta: 13:41:48, time: 0.523, data_time: 0.016, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2528, loss: 1.2528 2020-06-19 06:40:21,556 - mmaction - INFO - Epoch [72][900/1879] lr: 1.000e-03, eta: 13:41:27, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2886, loss: 1.2886 2020-06-19 06:40:32,647 - mmaction - INFO - Epoch [72][920/1879] lr: 1.000e-03, eta: 13:41:05, time: 0.554, data_time: 0.049, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1514, loss: 1.1514 2020-06-19 06:40:44,117 - mmaction - INFO - Epoch [72][940/1879] lr: 1.000e-03, eta: 13:40:44, time: 0.574, data_time: 0.009, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9505, loss: 0.9505 2020-06-19 06:40:54,427 - mmaction - INFO - Epoch [72][960/1879] lr: 1.000e-03, eta: 13:40:22, time: 0.516, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2328, loss: 1.2328 2020-06-19 06:41:05,376 - mmaction - INFO - Epoch [72][980/1879] lr: 1.000e-03, eta: 13:40:00, time: 0.545, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2023, loss: 1.2023 2020-06-19 06:41:16,556 - mmaction - INFO - Epoch [72][1000/1879] lr: 1.000e-03, eta: 13:39:38, time: 0.561, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2048, loss: 1.2048 2020-06-19 06:41:27,476 - mmaction - INFO - Epoch [72][1020/1879] lr: 1.000e-03, eta: 13:39:17, time: 0.544, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4529, loss: 1.4529 2020-06-19 06:41:38,411 - mmaction - INFO - Epoch [72][1040/1879] lr: 1.000e-03, eta: 13:38:55, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0973, loss: 1.0973 2020-06-19 06:41:49,867 - mmaction - INFO - Epoch [72][1060/1879] lr: 1.000e-03, eta: 13:38:34, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1956, loss: 1.1956 2020-06-19 06:41:59,826 - mmaction - INFO - Epoch [72][1080/1879] lr: 1.000e-03, eta: 13:38:11, time: 0.497, data_time: 0.059, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1706, loss: 1.1706 2020-06-19 06:42:11,093 - mmaction - INFO - Epoch [72][1100/1879] lr: 1.000e-03, eta: 13:37:50, time: 0.565, data_time: 0.030, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.9651, loss: 0.9651 2020-06-19 06:42:22,136 - mmaction - INFO - Epoch [72][1120/1879] lr: 1.000e-03, eta: 13:37:28, time: 0.552, data_time: 0.036, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.9915, loss: 0.9915 2020-06-19 06:42:33,028 - mmaction - INFO - Epoch [72][1140/1879] lr: 1.000e-03, eta: 13:37:07, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0927, loss: 1.0927 2020-06-19 06:42:44,679 - mmaction - INFO - Epoch [72][1160/1879] lr: 1.000e-03, eta: 13:36:45, time: 0.584, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.1528, loss: 1.1528 2020-06-19 06:42:55,313 - mmaction - INFO - Epoch [72][1180/1879] lr: 1.000e-03, eta: 13:36:24, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.3262, loss: 1.3262 2020-06-19 06:43:06,893 - mmaction - INFO - Epoch [72][1200/1879] lr: 1.000e-03, eta: 13:36:02, time: 0.580, data_time: 0.005, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0696, loss: 1.0696 2020-06-19 06:43:18,795 - mmaction - INFO - Epoch [72][1220/1879] lr: 1.000e-03, eta: 13:35:41, time: 0.592, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8500, loss_cls: 1.1973, loss: 1.1973 2020-06-19 06:43:29,810 - mmaction - INFO - Epoch [72][1240/1879] lr: 1.000e-03, eta: 13:35:19, time: 0.553, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9125, loss_cls: 0.9535, loss: 0.9535 2020-06-19 06:43:41,302 - mmaction - INFO - Epoch [72][1260/1879] lr: 1.000e-03, eta: 13:34:58, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2560, loss: 1.2560 2020-06-19 06:43:51,520 - mmaction - INFO - Epoch [72][1280/1879] lr: 1.000e-03, eta: 13:34:36, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2028, loss: 1.2028 2020-06-19 06:44:01,694 - mmaction - INFO - Epoch [72][1300/1879] lr: 1.000e-03, eta: 13:34:14, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2514, loss: 1.2514 2020-06-19 06:44:13,449 - mmaction - INFO - Epoch [72][1320/1879] lr: 1.000e-03, eta: 13:33:53, time: 0.588, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9577, loss: 0.9577 2020-06-19 06:44:24,288 - mmaction - INFO - Epoch [72][1340/1879] lr: 1.000e-03, eta: 13:33:31, time: 0.543, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4876, loss: 1.4876 2020-06-19 06:44:35,253 - mmaction - INFO - Epoch [72][1360/1879] lr: 1.000e-03, eta: 13:33:10, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2868, loss: 1.2868 2020-06-19 06:44:45,924 - mmaction - INFO - Epoch [72][1380/1879] lr: 1.000e-03, eta: 13:32:48, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.6151, loss: 1.6151 2020-06-19 06:44:56,777 - mmaction - INFO - Epoch [72][1400/1879] lr: 1.000e-03, eta: 13:32:26, time: 0.542, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1865, loss: 1.1865 2020-06-19 06:45:08,311 - mmaction - INFO - Epoch [72][1420/1879] lr: 1.000e-03, eta: 13:32:05, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0347, loss: 1.0347 2020-06-19 06:45:19,234 - mmaction - INFO - Epoch [72][1440/1879] lr: 1.000e-03, eta: 13:31:43, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8820, loss: 0.8820 2020-06-19 06:45:30,126 - mmaction - INFO - Epoch [72][1460/1879] lr: 1.000e-03, eta: 13:31:22, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4047, loss: 1.4047 2020-06-19 06:45:41,552 - mmaction - INFO - Epoch [72][1480/1879] lr: 1.000e-03, eta: 13:31:00, time: 0.574, data_time: 0.005, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2474, loss: 1.2474 2020-06-19 06:45:51,909 - mmaction - INFO - Epoch [72][1500/1879] lr: 1.000e-03, eta: 13:30:38, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3720, loss: 1.3720 2020-06-19 06:46:02,837 - mmaction - INFO - Epoch [72][1520/1879] lr: 1.000e-03, eta: 13:30:17, time: 0.546, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2266, loss: 1.2266 2020-06-19 06:46:14,910 - mmaction - INFO - Epoch [72][1540/1879] lr: 1.000e-03, eta: 13:29:56, time: 0.602, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8570, loss: 0.8570 2020-06-19 06:46:25,344 - mmaction - INFO - Epoch [72][1560/1879] lr: 1.000e-03, eta: 13:29:34, time: 0.524, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.8926, loss: 0.8926 2020-06-19 06:46:36,050 - mmaction - INFO - Epoch [72][1580/1879] lr: 1.000e-03, eta: 13:29:12, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.0354, loss: 1.0354 2020-06-19 06:46:47,391 - mmaction - INFO - Epoch [72][1600/1879] lr: 1.000e-03, eta: 13:28:51, time: 0.568, data_time: 0.006, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.1302, loss: 1.1302 2020-06-19 06:46:57,764 - mmaction - INFO - Epoch [72][1620/1879] lr: 1.000e-03, eta: 13:28:29, time: 0.519, data_time: 0.057, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1169, loss: 1.1169 2020-06-19 06:47:09,188 - mmaction - INFO - Epoch [72][1640/1879] lr: 1.000e-03, eta: 13:28:08, time: 0.570, data_time: 0.089, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9500, loss_cls: 0.9208, loss: 0.9208 2020-06-19 06:47:20,497 - mmaction - INFO - Epoch [72][1660/1879] lr: 1.000e-03, eta: 13:27:46, time: 0.567, data_time: 0.005, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8250, loss_cls: 1.2970, loss: 1.2970 2020-06-19 06:47:31,904 - mmaction - INFO - Epoch [72][1680/1879] lr: 1.000e-03, eta: 13:27:25, time: 0.569, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.5248, loss: 1.5248 2020-06-19 06:47:42,131 - mmaction - INFO - Epoch [72][1700/1879] lr: 1.000e-03, eta: 13:27:03, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0666, loss: 1.0666 2020-06-19 06:47:53,482 - mmaction - INFO - Epoch [72][1720/1879] lr: 1.000e-03, eta: 13:26:42, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.2967, loss: 1.2967 2020-06-19 06:48:04,448 - mmaction - INFO - Epoch [72][1740/1879] lr: 1.000e-03, eta: 13:26:20, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1271, loss: 1.1271 2020-06-19 06:48:15,396 - mmaction - INFO - Epoch [72][1760/1879] lr: 1.000e-03, eta: 13:25:59, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5443, loss: 1.5443 2020-06-19 06:48:25,829 - mmaction - INFO - Epoch [72][1780/1879] lr: 1.000e-03, eta: 13:25:37, time: 0.525, data_time: 0.005, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1700, loss: 1.1700 2020-06-19 06:48:37,165 - mmaction - INFO - Epoch [72][1800/1879] lr: 1.000e-03, eta: 13:25:16, time: 0.564, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3307, loss: 1.3307 2020-06-19 06:48:48,181 - mmaction - INFO - Epoch [72][1820/1879] lr: 1.000e-03, eta: 13:24:54, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2159, loss: 1.2159 2020-06-19 06:48:59,263 - mmaction - INFO - Epoch [72][1840/1879] lr: 1.000e-03, eta: 13:24:33, time: 0.555, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1633, loss: 1.1633 2020-06-19 06:49:10,583 - mmaction - INFO - Epoch [72][1860/1879] lr: 1.000e-03, eta: 13:24:11, time: 0.567, data_time: 0.015, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2202, loss: 1.2202 2020-06-19 06:49:27,102 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-06-19 06:51:31,847 - mmaction - INFO - Epoch [73][20/1879] lr: 1.000e-03, eta: 13:24:13, time: 6.195, data_time: 5.581, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0243, loss: 1.0243 2020-06-19 06:51:42,691 - mmaction - INFO - Epoch [73][40/1879] lr: 1.000e-03, eta: 13:23:52, time: 0.543, data_time: 0.007, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.2960, loss: 1.2960 2020-06-19 06:51:54,133 - mmaction - INFO - Epoch [73][60/1879] lr: 1.000e-03, eta: 13:23:31, time: 0.573, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8187, loss_cls: 1.4488, loss: 1.4488 2020-06-19 06:52:04,252 - mmaction - INFO - Epoch [73][80/1879] lr: 1.000e-03, eta: 13:23:09, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8938, loss_cls: 1.2269, loss: 1.2269 2020-06-19 06:52:15,936 - mmaction - INFO - Epoch [73][100/1879] lr: 1.000e-03, eta: 13:22:47, time: 0.584, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1827, loss: 1.1827 2020-06-19 06:52:26,977 - mmaction - INFO - Epoch [73][120/1879] lr: 1.000e-03, eta: 13:22:26, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1945, loss: 1.1945 2020-06-19 06:52:38,055 - mmaction - INFO - Epoch [73][140/1879] lr: 1.000e-03, eta: 13:22:05, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2974, loss: 1.2974 2020-06-19 06:52:49,216 - mmaction - INFO - Epoch [73][160/1879] lr: 1.000e-03, eta: 13:21:43, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2561, loss: 1.2561 2020-06-19 06:53:00,723 - mmaction - INFO - Epoch [73][180/1879] lr: 1.000e-03, eta: 13:21:22, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.2152, loss: 1.2152 2020-06-19 06:53:11,938 - mmaction - INFO - Epoch [73][200/1879] lr: 1.000e-03, eta: 13:21:00, time: 0.561, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1230, loss: 1.1230 2020-06-19 06:53:23,287 - mmaction - INFO - Epoch [73][220/1879] lr: 1.000e-03, eta: 13:20:39, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1282, loss: 1.1282 2020-06-19 06:53:33,303 - mmaction - INFO - Epoch [73][240/1879] lr: 1.000e-03, eta: 13:20:17, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1645, loss: 1.1645 2020-06-19 06:53:44,978 - mmaction - INFO - Epoch [73][260/1879] lr: 1.000e-03, eta: 13:19:56, time: 0.584, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2596, loss: 1.2596 2020-06-19 06:53:55,525 - mmaction - INFO - Epoch [73][280/1879] lr: 1.000e-03, eta: 13:19:34, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0070, loss: 1.0070 2020-06-19 06:54:06,354 - mmaction - INFO - Epoch [73][300/1879] lr: 1.000e-03, eta: 13:19:13, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.0725, loss: 1.0725 2020-06-19 06:54:17,757 - mmaction - INFO - Epoch [73][320/1879] lr: 1.000e-03, eta: 13:18:51, time: 0.571, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0841, loss: 1.0841 2020-06-19 06:54:29,372 - mmaction - INFO - Epoch [73][340/1879] lr: 1.000e-03, eta: 13:18:30, time: 0.581, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.0450, loss: 1.0450 2020-06-19 06:54:39,966 - mmaction - INFO - Epoch [73][360/1879] lr: 1.000e-03, eta: 13:18:09, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0506, loss: 1.0506 2020-06-19 06:54:51,257 - mmaction - INFO - Epoch [73][380/1879] lr: 1.000e-03, eta: 13:17:47, time: 0.564, data_time: 0.044, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0772, loss: 1.0772 2020-06-19 06:55:02,570 - mmaction - INFO - Epoch [73][400/1879] lr: 1.000e-03, eta: 13:17:26, time: 0.565, data_time: 0.158, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3296, loss: 1.3296 2020-06-19 06:55:13,736 - mmaction - INFO - Epoch [73][420/1879] lr: 1.000e-03, eta: 13:17:05, time: 0.558, data_time: 0.016, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.1998, loss: 1.1998 2020-06-19 06:55:25,426 - mmaction - INFO - Epoch [73][440/1879] lr: 1.000e-03, eta: 13:16:43, time: 0.586, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3189, loss: 1.3189 2020-06-19 06:55:36,748 - mmaction - INFO - Epoch [73][460/1879] lr: 1.000e-03, eta: 13:16:22, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9373, loss: 0.9373 2020-06-19 06:55:46,908 - mmaction - INFO - Epoch [73][480/1879] lr: 1.000e-03, eta: 13:16:00, time: 0.510, data_time: 0.004, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9000, loss_cls: 0.9746, loss: 0.9746 2020-06-19 06:55:58,368 - mmaction - INFO - Epoch [73][500/1879] lr: 1.000e-03, eta: 13:15:39, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2647, loss: 1.2647 2020-06-19 06:56:09,155 - mmaction - INFO - Epoch [73][520/1879] lr: 1.000e-03, eta: 13:15:18, time: 0.541, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1101, loss: 1.1101 2020-06-19 06:56:20,695 - mmaction - INFO - Epoch [73][540/1879] lr: 1.000e-03, eta: 13:14:56, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0203, loss: 1.0203 2020-06-19 06:56:31,088 - mmaction - INFO - Epoch [73][560/1879] lr: 1.000e-03, eta: 13:14:35, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1059, loss: 1.1059 2020-06-19 06:56:41,928 - mmaction - INFO - Epoch [73][580/1879] lr: 1.000e-03, eta: 13:14:13, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0927, loss: 1.0927 2020-06-19 06:56:52,694 - mmaction - INFO - Epoch [73][600/1879] lr: 1.000e-03, eta: 13:13:52, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2308, loss: 1.2308 2020-06-19 06:57:03,541 - mmaction - INFO - Epoch [73][620/1879] lr: 1.000e-03, eta: 13:13:30, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 0.9800, loss: 0.9800 2020-06-19 06:57:14,503 - mmaction - INFO - Epoch [73][640/1879] lr: 1.000e-03, eta: 13:13:09, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4208, loss: 1.4208 2020-06-19 06:57:25,774 - mmaction - INFO - Epoch [73][660/1879] lr: 1.000e-03, eta: 13:12:48, time: 0.563, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1353, loss: 1.1353 2020-06-19 06:57:36,692 - mmaction - INFO - Epoch [73][680/1879] lr: 1.000e-03, eta: 13:12:26, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0552, loss: 1.0552 2020-06-19 06:57:47,856 - mmaction - INFO - Epoch [73][700/1879] lr: 1.000e-03, eta: 13:12:05, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0571, loss: 1.0571 2020-06-19 06:57:58,537 - mmaction - INFO - Epoch [73][720/1879] lr: 1.000e-03, eta: 13:11:43, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1496, loss: 1.1496 2020-06-19 06:58:10,127 - mmaction - INFO - Epoch [73][740/1879] lr: 1.000e-03, eta: 13:11:22, time: 0.581, data_time: 0.045, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.5103, loss: 1.5103 2020-06-19 06:58:21,283 - mmaction - INFO - Epoch [73][760/1879] lr: 1.000e-03, eta: 13:11:01, time: 0.557, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3489, loss: 1.3489 2020-06-19 06:58:32,280 - mmaction - INFO - Epoch [73][780/1879] lr: 1.000e-03, eta: 13:10:39, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3076, loss: 1.3076 2020-06-19 06:58:43,151 - mmaction - INFO - Epoch [73][800/1879] lr: 1.000e-03, eta: 13:10:18, time: 0.542, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2902, loss: 1.2902 2020-06-19 06:58:54,289 - mmaction - INFO - Epoch [73][820/1879] lr: 1.000e-03, eta: 13:09:57, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1409, loss: 1.1409 2020-06-19 06:59:05,125 - mmaction - INFO - Epoch [73][840/1879] lr: 1.000e-03, eta: 13:09:35, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2349, loss: 1.2349 2020-06-19 06:59:16,526 - mmaction - INFO - Epoch [73][860/1879] lr: 1.000e-03, eta: 13:09:14, time: 0.571, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2431, loss: 1.2431 2020-06-19 06:59:27,207 - mmaction - INFO - Epoch [73][880/1879] lr: 1.000e-03, eta: 13:08:52, time: 0.533, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9796, loss: 0.9796 2020-06-19 06:59:37,338 - mmaction - INFO - Epoch [73][900/1879] lr: 1.000e-03, eta: 13:08:31, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1580, loss: 1.1580 2020-06-19 06:59:48,654 - mmaction - INFO - Epoch [73][920/1879] lr: 1.000e-03, eta: 13:08:09, time: 0.567, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2274, loss: 1.2274 2020-06-19 06:59:59,430 - mmaction - INFO - Epoch [73][940/1879] lr: 1.000e-03, eta: 13:07:48, time: 0.537, data_time: 0.015, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0559, loss: 1.0559 2020-06-19 07:00:13,209 - mmaction - INFO - Epoch [73][960/1879] lr: 1.000e-03, eta: 13:07:28, time: 0.686, data_time: 0.005, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2300, loss: 1.2300 2020-06-19 07:00:24,771 - mmaction - INFO - Epoch [73][980/1879] lr: 1.000e-03, eta: 13:07:07, time: 0.583, data_time: 0.021, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0263, loss: 1.0263 2020-06-19 07:00:36,101 - mmaction - INFO - Epoch [73][1000/1879] lr: 1.000e-03, eta: 13:06:46, time: 0.564, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0816, loss: 1.0816 2020-06-19 07:00:46,633 - mmaction - INFO - Epoch [73][1020/1879] lr: 1.000e-03, eta: 13:06:24, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0227, loss: 1.0227 2020-06-19 07:00:58,451 - mmaction - INFO - Epoch [73][1040/1879] lr: 1.000e-03, eta: 13:06:03, time: 0.589, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2268, loss: 1.2268 2020-06-19 07:01:08,709 - mmaction - INFO - Epoch [73][1060/1879] lr: 1.000e-03, eta: 13:05:41, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9654, loss: 0.9654 2020-06-19 07:01:20,850 - mmaction - INFO - Epoch [73][1080/1879] lr: 1.000e-03, eta: 13:05:20, time: 0.607, data_time: 0.005, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0598, loss: 1.0598 2020-06-19 07:01:30,689 - mmaction - INFO - Epoch [73][1100/1879] lr: 1.000e-03, eta: 13:04:59, time: 0.492, data_time: 0.028, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3097, loss: 1.3097 2020-06-19 07:01:41,414 - mmaction - INFO - Epoch [73][1120/1879] lr: 1.000e-03, eta: 13:04:37, time: 0.536, data_time: 0.036, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0044, loss: 1.0044 2020-06-19 07:01:52,240 - mmaction - INFO - Epoch [73][1140/1879] lr: 1.000e-03, eta: 13:04:16, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2339, loss: 1.2339 2020-06-19 07:02:03,259 - mmaction - INFO - Epoch [73][1160/1879] lr: 1.000e-03, eta: 13:03:54, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2588, loss: 1.2588 2020-06-19 07:02:14,640 - mmaction - INFO - Epoch [73][1180/1879] lr: 1.000e-03, eta: 13:03:33, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3721, loss: 1.3721 2020-06-19 07:02:25,487 - mmaction - INFO - Epoch [73][1200/1879] lr: 1.000e-03, eta: 13:03:12, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1744, loss: 1.1744 2020-06-19 07:02:37,338 - mmaction - INFO - Epoch [73][1220/1879] lr: 1.000e-03, eta: 13:02:51, time: 0.590, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3932, loss: 1.3932 2020-06-19 07:02:48,260 - mmaction - INFO - Epoch [73][1240/1879] lr: 1.000e-03, eta: 13:02:30, time: 0.546, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1442, loss: 1.1442 2020-06-19 07:02:59,561 - mmaction - INFO - Epoch [73][1260/1879] lr: 1.000e-03, eta: 13:02:08, time: 0.566, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3295, loss: 1.3295 2020-06-19 07:03:10,236 - mmaction - INFO - Epoch [73][1280/1879] lr: 1.000e-03, eta: 13:01:47, time: 0.536, data_time: 0.009, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3187, loss: 1.3187 2020-06-19 07:03:21,215 - mmaction - INFO - Epoch [73][1300/1879] lr: 1.000e-03, eta: 13:01:26, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2472, loss: 1.2472 2020-06-19 07:03:32,660 - mmaction - INFO - Epoch [73][1320/1879] lr: 1.000e-03, eta: 13:01:05, time: 0.573, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9375, loss_cls: 0.9875, loss: 0.9875 2020-06-19 07:03:43,641 - mmaction - INFO - Epoch [73][1340/1879] lr: 1.000e-03, eta: 13:00:43, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2891, loss: 1.2891 2020-06-19 07:03:55,206 - mmaction - INFO - Epoch [73][1360/1879] lr: 1.000e-03, eta: 13:00:22, time: 0.578, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.1357, loss: 1.1357 2020-06-19 07:04:04,664 - mmaction - INFO - Epoch [73][1380/1879] lr: 1.000e-03, eta: 13:00:00, time: 0.474, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.3120, loss: 1.3120 2020-06-19 07:04:16,479 - mmaction - INFO - Epoch [73][1400/1879] lr: 1.000e-03, eta: 12:59:39, time: 0.590, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2302, loss: 1.2302 2020-06-19 07:04:28,385 - mmaction - INFO - Epoch [73][1420/1879] lr: 1.000e-03, eta: 12:59:18, time: 0.595, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3362, loss: 1.3362 2020-06-19 07:04:39,986 - mmaction - INFO - Epoch [73][1440/1879] lr: 1.000e-03, eta: 12:58:57, time: 0.579, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2892, loss: 1.2892 2020-06-19 07:04:50,135 - mmaction - INFO - Epoch [73][1460/1879] lr: 1.000e-03, eta: 12:58:36, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.1175, loss: 1.1175 2020-06-19 07:05:01,841 - mmaction - INFO - Epoch [73][1480/1879] lr: 1.000e-03, eta: 12:58:15, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.2144, loss: 1.2144 2020-06-19 07:05:12,864 - mmaction - INFO - Epoch [73][1500/1879] lr: 1.000e-03, eta: 12:57:54, time: 0.580, data_time: 0.032, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1189, loss: 1.1189 2020-06-19 07:05:23,577 - mmaction - INFO - Epoch [73][1520/1879] lr: 1.000e-03, eta: 12:57:32, time: 0.535, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2069, loss: 1.2069 2020-06-19 07:05:33,906 - mmaction - INFO - Epoch [73][1540/1879] lr: 1.000e-03, eta: 12:57:11, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1140, loss: 1.1140 2020-06-19 07:05:46,009 - mmaction - INFO - Epoch [73][1560/1879] lr: 1.000e-03, eta: 12:56:50, time: 0.605, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9062, loss_cls: 1.1580, loss: 1.1580 2020-06-19 07:05:56,650 - mmaction - INFO - Epoch [73][1580/1879] lr: 1.000e-03, eta: 12:56:28, time: 0.531, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1263, loss: 1.1263 2020-06-19 07:06:07,678 - mmaction - INFO - Epoch [73][1600/1879] lr: 1.000e-03, eta: 12:56:07, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1539, loss: 1.1539 2020-06-19 07:06:18,920 - mmaction - INFO - Epoch [73][1620/1879] lr: 1.000e-03, eta: 12:55:46, time: 0.566, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.3299, loss: 1.3299 2020-06-19 07:06:30,558 - mmaction - INFO - Epoch [73][1640/1879] lr: 1.000e-03, eta: 12:55:25, time: 0.579, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2274, loss: 1.2274 2020-06-19 07:06:40,555 - mmaction - INFO - Epoch [73][1660/1879] lr: 1.000e-03, eta: 12:55:03, time: 0.502, data_time: 0.006, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2216, loss: 1.2216 2020-06-19 07:06:52,352 - mmaction - INFO - Epoch [73][1680/1879] lr: 1.000e-03, eta: 12:54:42, time: 0.589, data_time: 0.015, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2416, loss: 1.2416 2020-06-19 07:07:02,923 - mmaction - INFO - Epoch [73][1700/1879] lr: 1.000e-03, eta: 12:54:21, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0940, loss: 1.0940 2020-06-19 07:07:13,780 - mmaction - INFO - Epoch [73][1720/1879] lr: 1.000e-03, eta: 12:54:00, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.1873, loss: 1.1873 2020-06-19 07:07:25,168 - mmaction - INFO - Epoch [73][1740/1879] lr: 1.000e-03, eta: 12:53:39, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3151, loss: 1.3151 2020-06-19 07:07:35,702 - mmaction - INFO - Epoch [73][1760/1879] lr: 1.000e-03, eta: 12:53:17, time: 0.525, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8313, loss_cls: 1.1960, loss: 1.1960 2020-06-19 07:07:46,621 - mmaction - INFO - Epoch [73][1780/1879] lr: 1.000e-03, eta: 12:52:56, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.3129, loss: 1.3129 2020-06-19 07:07:57,662 - mmaction - INFO - Epoch [73][1800/1879] lr: 1.000e-03, eta: 12:52:35, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9684, loss: 0.9684 2020-06-19 07:08:08,991 - mmaction - INFO - Epoch [73][1820/1879] lr: 1.000e-03, eta: 12:52:14, time: 0.567, data_time: 0.004, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3156, loss: 1.3156 2020-06-19 07:08:20,038 - mmaction - INFO - Epoch [73][1840/1879] lr: 1.000e-03, eta: 12:51:53, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2921, loss: 1.2921 2020-06-19 07:08:31,416 - mmaction - INFO - Epoch [73][1860/1879] lr: 1.000e-03, eta: 12:51:31, time: 0.566, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1160, loss: 1.1160 2020-06-19 07:08:47,493 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-06-19 07:10:55,728 - mmaction - INFO - Epoch [74][20/1879] lr: 1.000e-03, eta: 12:51:34, time: 6.379, data_time: 5.756, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1842, loss: 1.1842 2020-06-19 07:11:06,387 - mmaction - INFO - Epoch [74][40/1879] lr: 1.000e-03, eta: 12:51:12, time: 0.533, data_time: 0.004, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0469, loss: 1.0469 2020-06-19 07:11:17,325 - mmaction - INFO - Epoch [74][60/1879] lr: 1.000e-03, eta: 12:50:51, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9214, loss: 0.9214 2020-06-19 07:11:28,163 - mmaction - INFO - Epoch [74][80/1879] lr: 1.000e-03, eta: 12:50:30, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8625, loss_cls: 1.0824, loss: 1.0824 2020-06-19 07:11:39,079 - mmaction - INFO - Epoch [74][100/1879] lr: 1.000e-03, eta: 12:50:08, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2418, loss: 1.2418 2020-06-19 07:11:49,770 - mmaction - INFO - Epoch [74][120/1879] lr: 1.000e-03, eta: 12:49:47, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2427, loss: 1.2427 2020-06-19 07:12:01,082 - mmaction - INFO - Epoch [74][140/1879] lr: 1.000e-03, eta: 12:49:26, time: 0.565, data_time: 0.009, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1250, loss: 1.1250 2020-06-19 07:12:12,167 - mmaction - INFO - Epoch [74][160/1879] lr: 1.000e-03, eta: 12:49:05, time: 0.554, data_time: 0.036, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1897, loss: 1.1897 2020-06-19 07:12:22,892 - mmaction - INFO - Epoch [74][180/1879] lr: 1.000e-03, eta: 12:48:44, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0236, loss: 1.0236 2020-06-19 07:12:34,124 - mmaction - INFO - Epoch [74][200/1879] lr: 1.000e-03, eta: 12:48:22, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1376, loss: 1.1376 2020-06-19 07:12:45,245 - mmaction - INFO - Epoch [74][220/1879] lr: 1.000e-03, eta: 12:48:01, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1783, loss: 1.1783 2020-06-19 07:12:56,619 - mmaction - INFO - Epoch [74][240/1879] lr: 1.000e-03, eta: 12:47:40, time: 0.568, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1808, loss: 1.1808 2020-06-19 07:13:07,260 - mmaction - INFO - Epoch [74][260/1879] lr: 1.000e-03, eta: 12:47:19, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1899, loss: 1.1899 2020-06-19 07:13:18,767 - mmaction - INFO - Epoch [74][280/1879] lr: 1.000e-03, eta: 12:46:58, time: 0.576, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0658, loss: 1.0658 2020-06-19 07:13:29,670 - mmaction - INFO - Epoch [74][300/1879] lr: 1.000e-03, eta: 12:46:37, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4689, loss: 1.4689 2020-06-19 07:13:40,138 - mmaction - INFO - Epoch [74][320/1879] lr: 1.000e-03, eta: 12:46:15, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.3816, loss: 1.3816 2020-06-19 07:13:51,774 - mmaction - INFO - Epoch [74][340/1879] lr: 1.000e-03, eta: 12:45:54, time: 0.581, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0823, loss: 1.0823 2020-06-19 07:14:02,754 - mmaction - INFO - Epoch [74][360/1879] lr: 1.000e-03, eta: 12:45:33, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9500, loss_cls: 0.9238, loss: 0.9238 2020-06-19 07:14:14,011 - mmaction - INFO - Epoch [74][380/1879] lr: 1.000e-03, eta: 12:45:12, time: 0.562, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0581, loss: 1.0581 2020-06-19 07:14:24,996 - mmaction - INFO - Epoch [74][400/1879] lr: 1.000e-03, eta: 12:44:51, time: 0.552, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3646, loss: 1.3646 2020-06-19 07:14:36,231 - mmaction - INFO - Epoch [74][420/1879] lr: 1.000e-03, eta: 12:44:30, time: 0.562, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0803, loss: 1.0803 2020-06-19 07:14:46,888 - mmaction - INFO - Epoch [74][440/1879] lr: 1.000e-03, eta: 12:44:09, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2829, loss: 1.2829 2020-06-19 07:14:58,250 - mmaction - INFO - Epoch [74][460/1879] lr: 1.000e-03, eta: 12:43:48, time: 0.570, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3290, loss: 1.3290 2020-06-19 07:15:08,630 - mmaction - INFO - Epoch [74][480/1879] lr: 1.000e-03, eta: 12:43:26, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3287, loss: 1.3287 2020-06-19 07:15:20,149 - mmaction - INFO - Epoch [74][500/1879] lr: 1.000e-03, eta: 12:43:05, time: 0.575, data_time: 0.036, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3577, loss: 1.3577 2020-06-19 07:15:32,014 - mmaction - INFO - Epoch [74][520/1879] lr: 1.000e-03, eta: 12:42:44, time: 0.594, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2121, loss: 1.2121 2020-06-19 07:15:42,306 - mmaction - INFO - Epoch [74][540/1879] lr: 1.000e-03, eta: 12:42:23, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2072, loss: 1.2072 2020-06-19 07:15:53,173 - mmaction - INFO - Epoch [74][560/1879] lr: 1.000e-03, eta: 12:42:02, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1969, loss: 1.1969 2020-06-19 07:16:03,589 - mmaction - INFO - Epoch [74][580/1879] lr: 1.000e-03, eta: 12:41:40, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1883, loss: 1.1883 2020-06-19 07:16:14,229 - mmaction - INFO - Epoch [74][600/1879] lr: 1.000e-03, eta: 12:41:19, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.8303, loss: 0.8303 2020-06-19 07:16:25,000 - mmaction - INFO - Epoch [74][620/1879] lr: 1.000e-03, eta: 12:40:58, time: 0.538, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0004, loss: 1.0004 2020-06-19 07:16:37,317 - mmaction - INFO - Epoch [74][640/1879] lr: 1.000e-03, eta: 12:40:37, time: 0.619, data_time: 0.004, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3082, loss: 1.3082 2020-06-19 07:16:47,528 - mmaction - INFO - Epoch [74][660/1879] lr: 1.000e-03, eta: 12:40:16, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.4212, loss: 1.4212 2020-06-19 07:16:57,975 - mmaction - INFO - Epoch [74][680/1879] lr: 1.000e-03, eta: 12:39:55, time: 0.523, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2441, loss: 1.2441 2020-06-19 07:17:09,290 - mmaction - INFO - Epoch [74][700/1879] lr: 1.000e-03, eta: 12:39:34, time: 0.567, data_time: 0.038, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9062, loss_cls: 1.2564, loss: 1.2564 2020-06-19 07:17:20,361 - mmaction - INFO - Epoch [74][720/1879] lr: 1.000e-03, eta: 12:39:13, time: 0.554, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4082, loss: 1.4082 2020-06-19 07:17:31,769 - mmaction - INFO - Epoch [74][740/1879] lr: 1.000e-03, eta: 12:38:52, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0495, loss: 1.0495 2020-06-19 07:17:42,835 - mmaction - INFO - Epoch [74][760/1879] lr: 1.000e-03, eta: 12:38:31, time: 0.552, data_time: 0.088, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1037, loss: 1.1037 2020-06-19 07:17:53,700 - mmaction - INFO - Epoch [74][780/1879] lr: 1.000e-03, eta: 12:38:09, time: 0.543, data_time: 0.174, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0243, loss: 1.0243 2020-06-19 07:18:04,547 - mmaction - INFO - Epoch [74][800/1879] lr: 1.000e-03, eta: 12:37:48, time: 0.543, data_time: 0.133, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3419, loss: 1.3419 2020-06-19 07:18:15,093 - mmaction - INFO - Epoch [74][820/1879] lr: 1.000e-03, eta: 12:37:27, time: 0.527, data_time: 0.075, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2652, loss: 1.2652 2020-06-19 07:18:26,141 - mmaction - INFO - Epoch [74][840/1879] lr: 1.000e-03, eta: 12:37:06, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0838, loss: 1.0838 2020-06-19 07:18:37,892 - mmaction - INFO - Epoch [74][860/1879] lr: 1.000e-03, eta: 12:36:45, time: 0.585, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.1873, loss: 1.1873 2020-06-19 07:18:48,682 - mmaction - INFO - Epoch [74][880/1879] lr: 1.000e-03, eta: 12:36:24, time: 0.539, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2662, loss: 1.2662 2020-06-19 07:18:59,759 - mmaction - INFO - Epoch [74][900/1879] lr: 1.000e-03, eta: 12:36:03, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2395, loss: 1.2395 2020-06-19 07:19:10,497 - mmaction - INFO - Epoch [74][920/1879] lr: 1.000e-03, eta: 12:35:42, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4584, loss: 1.4584 2020-06-19 07:19:21,098 - mmaction - INFO - Epoch [74][940/1879] lr: 1.000e-03, eta: 12:35:20, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.3789, loss: 1.3789 2020-06-19 07:19:32,447 - mmaction - INFO - Epoch [74][960/1879] lr: 1.000e-03, eta: 12:34:59, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2066, loss: 1.2066 2020-06-19 07:19:43,856 - mmaction - INFO - Epoch [74][980/1879] lr: 1.000e-03, eta: 12:34:39, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2223, loss: 1.2223 2020-06-19 07:19:54,116 - mmaction - INFO - Epoch [74][1000/1879] lr: 1.000e-03, eta: 12:34:17, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2071, loss: 1.2071 2020-06-19 07:20:05,526 - mmaction - INFO - Epoch [74][1020/1879] lr: 1.000e-03, eta: 12:33:56, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.0770, loss: 1.0770 2020-06-19 07:20:16,090 - mmaction - INFO - Epoch [74][1040/1879] lr: 1.000e-03, eta: 12:33:35, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0064, loss: 1.0064 2020-06-19 07:20:27,829 - mmaction - INFO - Epoch [74][1060/1879] lr: 1.000e-03, eta: 12:33:14, time: 0.587, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.3093, loss: 1.3093 2020-06-19 07:20:38,906 - mmaction - INFO - Epoch [74][1080/1879] lr: 1.000e-03, eta: 12:32:53, time: 0.555, data_time: 0.071, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.0707, loss: 1.0707 2020-06-19 07:20:49,995 - mmaction - INFO - Epoch [74][1100/1879] lr: 1.000e-03, eta: 12:32:32, time: 0.554, data_time: 0.094, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5756, loss: 1.5756 2020-06-19 07:21:01,287 - mmaction - INFO - Epoch [74][1120/1879] lr: 1.000e-03, eta: 12:32:11, time: 0.562, data_time: 0.208, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2284, loss: 1.2284 2020-06-19 07:21:12,333 - mmaction - INFO - Epoch [74][1140/1879] lr: 1.000e-03, eta: 12:31:50, time: 0.553, data_time: 0.028, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2234, loss: 1.2234 2020-06-19 07:21:23,098 - mmaction - INFO - Epoch [74][1160/1879] lr: 1.000e-03, eta: 12:31:29, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5276, loss: 1.5276 2020-06-19 07:21:34,009 - mmaction - INFO - Epoch [74][1180/1879] lr: 1.000e-03, eta: 12:31:08, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.1154, loss: 1.1154 2020-06-19 07:21:44,234 - mmaction - INFO - Epoch [74][1200/1879] lr: 1.000e-03, eta: 12:30:47, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2019, loss: 1.2019 2020-06-19 07:21:55,519 - mmaction - INFO - Epoch [74][1220/1879] lr: 1.000e-03, eta: 12:30:26, time: 0.565, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3764, loss: 1.3764 2020-06-19 07:22:07,222 - mmaction - INFO - Epoch [74][1240/1879] lr: 1.000e-03, eta: 12:30:05, time: 0.582, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1877, loss: 1.1877 2020-06-19 07:22:17,830 - mmaction - INFO - Epoch [74][1260/1879] lr: 1.000e-03, eta: 12:29:44, time: 0.532, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9375, loss_cls: 0.9399, loss: 0.9399 2020-06-19 07:22:28,614 - mmaction - INFO - Epoch [74][1280/1879] lr: 1.000e-03, eta: 12:29:23, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0522, loss: 1.0522 2020-06-19 07:22:40,110 - mmaction - INFO - Epoch [74][1300/1879] lr: 1.000e-03, eta: 12:29:02, time: 0.573, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 1.0614, loss: 1.0614 2020-06-19 07:22:50,590 - mmaction - INFO - Epoch [74][1320/1879] lr: 1.000e-03, eta: 12:28:41, time: 0.524, data_time: 0.062, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4238, loss: 1.4238 2020-06-19 07:23:02,211 - mmaction - INFO - Epoch [74][1340/1879] lr: 1.000e-03, eta: 12:28:20, time: 0.581, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3064, loss: 1.3064 2020-06-19 07:23:12,957 - mmaction - INFO - Epoch [74][1360/1879] lr: 1.000e-03, eta: 12:27:59, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.4157, loss: 1.4157 2020-06-19 07:23:23,649 - mmaction - INFO - Epoch [74][1380/1879] lr: 1.000e-03, eta: 12:27:38, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.1949, loss: 1.1949 2020-06-19 07:23:35,298 - mmaction - INFO - Epoch [74][1400/1879] lr: 1.000e-03, eta: 12:27:17, time: 0.582, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2655, loss: 1.2655 2020-06-19 07:23:45,795 - mmaction - INFO - Epoch [74][1420/1879] lr: 1.000e-03, eta: 12:26:56, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3028, loss: 1.3028 2020-06-19 07:23:57,062 - mmaction - INFO - Epoch [74][1440/1879] lr: 1.000e-03, eta: 12:26:35, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1518, loss: 1.1518 2020-06-19 07:24:08,193 - mmaction - INFO - Epoch [74][1460/1879] lr: 1.000e-03, eta: 12:26:14, time: 0.557, data_time: 0.004, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9498, loss: 0.9498 2020-06-19 07:24:19,606 - mmaction - INFO - Epoch [74][1480/1879] lr: 1.000e-03, eta: 12:25:53, time: 0.571, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0830, loss: 1.0830 2020-06-19 07:24:29,560 - mmaction - INFO - Epoch [74][1500/1879] lr: 1.000e-03, eta: 12:25:32, time: 0.500, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0102, loss: 1.0102 2020-06-19 07:24:41,165 - mmaction - INFO - Epoch [74][1520/1879] lr: 1.000e-03, eta: 12:25:11, time: 0.580, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2715, loss: 1.2715 2020-06-19 07:24:52,382 - mmaction - INFO - Epoch [74][1540/1879] lr: 1.000e-03, eta: 12:24:50, time: 0.560, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9965, loss: 0.9965 2020-06-19 07:25:03,620 - mmaction - INFO - Epoch [74][1560/1879] lr: 1.000e-03, eta: 12:24:29, time: 0.562, data_time: 0.007, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1498, loss: 1.1498 2020-06-19 07:25:15,181 - mmaction - INFO - Epoch [74][1580/1879] lr: 1.000e-03, eta: 12:24:09, time: 0.579, data_time: 0.011, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1255, loss: 1.1255 2020-06-19 07:25:25,691 - mmaction - INFO - Epoch [74][1600/1879] lr: 1.000e-03, eta: 12:23:47, time: 0.525, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.2968, loss: 1.2968 2020-06-19 07:25:36,943 - mmaction - INFO - Epoch [74][1620/1879] lr: 1.000e-03, eta: 12:23:26, time: 0.564, data_time: 0.020, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9837, loss: 0.9837 2020-06-19 07:25:48,899 - mmaction - INFO - Epoch [74][1640/1879] lr: 1.000e-03, eta: 12:23:06, time: 0.598, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3884, loss: 1.3884 2020-06-19 07:25:59,632 - mmaction - INFO - Epoch [74][1660/1879] lr: 1.000e-03, eta: 12:22:45, time: 0.535, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1426, loss: 1.1426 2020-06-19 07:26:11,153 - mmaction - INFO - Epoch [74][1680/1879] lr: 1.000e-03, eta: 12:22:24, time: 0.578, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2488, loss: 1.2488 2020-06-19 07:26:21,423 - mmaction - INFO - Epoch [74][1700/1879] lr: 1.000e-03, eta: 12:22:03, time: 0.511, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 0.9244, loss: 0.9244 2020-06-19 07:26:32,395 - mmaction - INFO - Epoch [74][1720/1879] lr: 1.000e-03, eta: 12:21:42, time: 0.551, data_time: 0.025, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2848, loss: 1.2848 2020-06-19 07:26:43,340 - mmaction - INFO - Epoch [74][1740/1879] lr: 1.000e-03, eta: 12:21:21, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2634, loss: 1.2634 2020-06-19 07:26:54,113 - mmaction - INFO - Epoch [74][1760/1879] lr: 1.000e-03, eta: 12:21:00, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2083, loss: 1.2083 2020-06-19 07:27:05,266 - mmaction - INFO - Epoch [74][1780/1879] lr: 1.000e-03, eta: 12:20:39, time: 0.558, data_time: 0.005, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.1451, loss: 1.1451 2020-06-19 07:27:16,240 - mmaction - INFO - Epoch [74][1800/1879] lr: 1.000e-03, eta: 12:20:18, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3156, loss: 1.3156 2020-06-19 07:27:27,085 - mmaction - INFO - Epoch [74][1820/1879] lr: 1.000e-03, eta: 12:19:57, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1678, loss: 1.1678 2020-06-19 07:27:38,453 - mmaction - INFO - Epoch [74][1840/1879] lr: 1.000e-03, eta: 12:19:36, time: 0.569, data_time: 0.022, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0727, loss: 1.0727 2020-06-19 07:27:49,637 - mmaction - INFO - Epoch [74][1860/1879] lr: 1.000e-03, eta: 12:19:15, time: 0.558, data_time: 0.007, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9209, loss: 0.9209 2020-06-19 07:28:04,957 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-06-19 07:30:17,106 - mmaction - INFO - Epoch [75][20/1879] lr: 1.000e-03, eta: 12:19:17, time: 6.526, data_time: 5.988, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0453, loss: 1.0453 2020-06-19 07:30:28,730 - mmaction - INFO - Epoch [75][40/1879] lr: 1.000e-03, eta: 12:18:56, time: 0.581, data_time: 0.043, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3736, loss: 1.3736 2020-06-19 07:30:40,081 - mmaction - INFO - Epoch [75][60/1879] lr: 1.000e-03, eta: 12:18:35, time: 0.567, data_time: 0.033, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.1997, loss: 1.1997 2020-06-19 07:30:51,206 - mmaction - INFO - Epoch [75][80/1879] lr: 1.000e-03, eta: 12:18:14, time: 0.558, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.0540, loss: 1.0540 2020-06-19 07:31:02,816 - mmaction - INFO - Epoch [75][100/1879] lr: 1.000e-03, eta: 12:17:54, time: 0.578, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.5050, loss: 1.5050 2020-06-19 07:31:13,936 - mmaction - INFO - Epoch [75][120/1879] lr: 1.000e-03, eta: 12:17:33, time: 0.557, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8616, loss: 0.8616 2020-06-19 07:31:24,450 - mmaction - INFO - Epoch [75][140/1879] lr: 1.000e-03, eta: 12:17:12, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1715, loss: 1.1715 2020-06-19 07:31:36,437 - mmaction - INFO - Epoch [75][160/1879] lr: 1.000e-03, eta: 12:16:51, time: 0.597, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 1.0490, loss: 1.0490 2020-06-19 07:31:46,862 - mmaction - INFO - Epoch [75][180/1879] lr: 1.000e-03, eta: 12:16:30, time: 0.523, data_time: 0.004, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.3969, loss: 1.3969 2020-06-19 07:31:58,325 - mmaction - INFO - Epoch [75][200/1879] lr: 1.000e-03, eta: 12:16:09, time: 0.573, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1519, loss: 1.1519 2020-06-19 07:32:09,702 - mmaction - INFO - Epoch [75][220/1879] lr: 1.000e-03, eta: 12:15:49, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0107, loss: 1.0107 2020-06-19 07:32:21,119 - mmaction - INFO - Epoch [75][240/1879] lr: 1.000e-03, eta: 12:15:28, time: 0.571, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0317, loss: 1.0317 2020-06-19 07:32:31,247 - mmaction - INFO - Epoch [75][260/1879] lr: 1.000e-03, eta: 12:15:07, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2418, loss: 1.2418 2020-06-19 07:32:42,792 - mmaction - INFO - Epoch [75][280/1879] lr: 1.000e-03, eta: 12:14:46, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.1755, loss: 1.1755 2020-06-19 07:32:53,236 - mmaction - INFO - Epoch [75][300/1879] lr: 1.000e-03, eta: 12:14:25, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3112, loss: 1.3112 2020-06-19 07:33:04,613 - mmaction - INFO - Epoch [75][320/1879] lr: 1.000e-03, eta: 12:14:04, time: 0.569, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0940, loss: 1.0940 2020-06-19 07:33:15,174 - mmaction - INFO - Epoch [75][340/1879] lr: 1.000e-03, eta: 12:13:43, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2385, loss: 1.2385 2020-06-19 07:33:26,055 - mmaction - INFO - Epoch [75][360/1879] lr: 1.000e-03, eta: 12:13:22, time: 0.542, data_time: 0.013, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.2157, loss: 1.2157 2020-06-19 07:33:37,205 - mmaction - INFO - Epoch [75][380/1879] lr: 1.000e-03, eta: 12:13:01, time: 0.560, data_time: 0.008, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8375, loss_cls: 1.2692, loss: 1.2692 2020-06-19 07:33:48,147 - mmaction - INFO - Epoch [75][400/1879] lr: 1.000e-03, eta: 12:12:40, time: 0.545, data_time: 0.148, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1896, loss: 1.1896 2020-06-19 07:33:58,504 - mmaction - INFO - Epoch [75][420/1879] lr: 1.000e-03, eta: 12:12:19, time: 0.519, data_time: 0.070, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4359, loss: 1.4359 2020-06-19 07:34:10,607 - mmaction - INFO - Epoch [75][440/1879] lr: 1.000e-03, eta: 12:11:59, time: 0.605, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1797, loss: 1.1797 2020-06-19 07:34:21,151 - mmaction - INFO - Epoch [75][460/1879] lr: 1.000e-03, eta: 12:11:38, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0548, loss: 1.0548 2020-06-19 07:34:31,859 - mmaction - INFO - Epoch [75][480/1879] lr: 1.000e-03, eta: 12:11:17, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1242, loss: 1.1242 2020-06-19 07:34:43,062 - mmaction - INFO - Epoch [75][500/1879] lr: 1.000e-03, eta: 12:10:56, time: 0.559, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1777, loss: 1.1777 2020-06-19 07:34:54,414 - mmaction - INFO - Epoch [75][520/1879] lr: 1.000e-03, eta: 12:10:35, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1768, loss: 1.1768 2020-06-19 07:35:05,516 - mmaction - INFO - Epoch [75][540/1879] lr: 1.000e-03, eta: 12:10:14, time: 0.554, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9703, loss: 0.9703 2020-06-19 07:35:15,909 - mmaction - INFO - Epoch [75][560/1879] lr: 1.000e-03, eta: 12:09:53, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2201, loss: 1.2201 2020-06-19 07:35:27,132 - mmaction - INFO - Epoch [75][580/1879] lr: 1.000e-03, eta: 12:09:32, time: 0.562, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2359, loss: 1.2359 2020-06-19 07:35:37,587 - mmaction - INFO - Epoch [75][600/1879] lr: 1.000e-03, eta: 12:09:11, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2155, loss: 1.2155 2020-06-19 07:35:48,547 - mmaction - INFO - Epoch [75][620/1879] lr: 1.000e-03, eta: 12:08:50, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 1.0620, loss: 1.0620 2020-06-19 07:36:00,280 - mmaction - INFO - Epoch [75][640/1879] lr: 1.000e-03, eta: 12:08:30, time: 0.588, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3070, loss: 1.3070 2020-06-19 07:36:10,767 - mmaction - INFO - Epoch [75][660/1879] lr: 1.000e-03, eta: 12:08:09, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1646, loss: 1.1646 2020-06-19 07:36:22,126 - mmaction - INFO - Epoch [75][680/1879] lr: 1.000e-03, eta: 12:07:48, time: 0.568, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.6216, loss: 1.6216 2020-06-19 07:36:33,662 - mmaction - INFO - Epoch [75][700/1879] lr: 1.000e-03, eta: 12:07:27, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1979, loss: 1.1979 2020-06-19 07:36:44,702 - mmaction - INFO - Epoch [75][720/1879] lr: 1.000e-03, eta: 12:07:07, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9759, loss: 0.9759 2020-06-19 07:36:55,805 - mmaction - INFO - Epoch [75][740/1879] lr: 1.000e-03, eta: 12:06:46, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.1171, loss: 1.1171 2020-06-19 07:37:06,199 - mmaction - INFO - Epoch [75][760/1879] lr: 1.000e-03, eta: 12:06:25, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.3768, loss: 1.3768 2020-06-19 07:37:17,918 - mmaction - INFO - Epoch [75][780/1879] lr: 1.000e-03, eta: 12:06:04, time: 0.585, data_time: 0.041, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9631, loss: 0.9631 2020-06-19 07:37:29,115 - mmaction - INFO - Epoch [75][800/1879] lr: 1.000e-03, eta: 12:05:43, time: 0.561, data_time: 0.095, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8375, loss_cls: 1.3394, loss: 1.3394 2020-06-19 07:37:39,991 - mmaction - INFO - Epoch [75][820/1879] lr: 1.000e-03, eta: 12:05:23, time: 0.544, data_time: 0.083, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0392, loss: 1.0392 2020-06-19 07:37:51,021 - mmaction - INFO - Epoch [75][840/1879] lr: 1.000e-03, eta: 12:05:02, time: 0.552, data_time: 0.011, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2831, loss: 1.2831 2020-06-19 07:38:03,000 - mmaction - INFO - Epoch [75][860/1879] lr: 1.000e-03, eta: 12:04:41, time: 0.599, data_time: 0.156, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1650, loss: 1.1650 2020-06-19 07:38:13,390 - mmaction - INFO - Epoch [75][880/1879] lr: 1.000e-03, eta: 12:04:20, time: 0.520, data_time: 0.062, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1487, loss: 1.1487 2020-06-19 07:38:24,439 - mmaction - INFO - Epoch [75][900/1879] lr: 1.000e-03, eta: 12:04:00, time: 0.551, data_time: 0.153, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.0891, loss: 1.0891 2020-06-19 07:38:35,055 - mmaction - INFO - Epoch [75][920/1879] lr: 1.000e-03, eta: 12:03:39, time: 0.532, data_time: 0.081, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9313, loss_cls: 0.9479, loss: 0.9479 2020-06-19 07:38:46,360 - mmaction - INFO - Epoch [75][940/1879] lr: 1.000e-03, eta: 12:03:18, time: 0.566, data_time: 0.177, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0919, loss: 1.0919 2020-06-19 07:38:56,858 - mmaction - INFO - Epoch [75][960/1879] lr: 1.000e-03, eta: 12:02:57, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0369, loss: 1.0369 2020-06-19 07:39:08,562 - mmaction - INFO - Epoch [75][980/1879] lr: 1.000e-03, eta: 12:02:36, time: 0.585, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1964, loss: 1.1964 2020-06-19 07:39:18,817 - mmaction - INFO - Epoch [75][1000/1879] lr: 1.000e-03, eta: 12:02:15, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2492, loss: 1.2492 2020-06-19 07:39:30,083 - mmaction - INFO - Epoch [75][1020/1879] lr: 1.000e-03, eta: 12:01:55, time: 0.562, data_time: 0.040, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1545, loss: 1.1545 2020-06-19 07:39:40,814 - mmaction - INFO - Epoch [75][1040/1879] lr: 1.000e-03, eta: 12:01:34, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3339, loss: 1.3339 2020-06-19 07:39:52,417 - mmaction - INFO - Epoch [75][1060/1879] lr: 1.000e-03, eta: 12:01:13, time: 0.580, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.4429, loss: 1.4429 2020-06-19 07:40:03,152 - mmaction - INFO - Epoch [75][1080/1879] lr: 1.000e-03, eta: 12:00:52, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2268, loss: 1.2268 2020-06-19 07:40:14,343 - mmaction - INFO - Epoch [75][1100/1879] lr: 1.000e-03, eta: 12:00:32, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.1257, loss: 1.1257 2020-06-19 07:40:25,369 - mmaction - INFO - Epoch [75][1120/1879] lr: 1.000e-03, eta: 12:00:11, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9754, loss: 0.9754 2020-06-19 07:40:36,472 - mmaction - INFO - Epoch [75][1140/1879] lr: 1.000e-03, eta: 11:59:50, time: 0.554, data_time: 0.097, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1902, loss: 1.1902 2020-06-19 07:40:47,585 - mmaction - INFO - Epoch [75][1160/1879] lr: 1.000e-03, eta: 11:59:29, time: 0.559, data_time: 0.025, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5639, loss: 1.5639 2020-06-19 07:40:58,966 - mmaction - INFO - Epoch [75][1180/1879] lr: 1.000e-03, eta: 11:59:09, time: 0.567, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1319, loss: 1.1319 2020-06-19 07:41:09,649 - mmaction - INFO - Epoch [75][1200/1879] lr: 1.000e-03, eta: 11:58:48, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1193, loss: 1.1193 2020-06-19 07:41:20,044 - mmaction - INFO - Epoch [75][1220/1879] lr: 1.000e-03, eta: 11:58:27, time: 0.520, data_time: 0.019, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2333, loss: 1.2333 2020-06-19 07:41:32,786 - mmaction - INFO - Epoch [75][1240/1879] lr: 1.000e-03, eta: 11:58:07, time: 0.639, data_time: 0.071, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1973, loss: 1.1973 2020-06-19 07:41:45,029 - mmaction - INFO - Epoch [75][1260/1879] lr: 1.000e-03, eta: 11:57:46, time: 0.611, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3012, loss: 1.3012 2020-06-19 07:41:55,482 - mmaction - INFO - Epoch [75][1280/1879] lr: 1.000e-03, eta: 11:57:25, time: 0.524, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2440, loss: 1.2440 2020-06-19 07:42:34,668 - mmaction - INFO - Epoch [75][1300/1879] lr: 1.000e-03, eta: 11:57:15, time: 1.960, data_time: 0.036, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0860, loss: 1.0860 2020-06-19 07:42:48,291 - mmaction - INFO - Epoch [75][1320/1879] lr: 1.000e-03, eta: 11:56:56, time: 0.681, data_time: 0.006, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2049, loss: 1.2049 2020-06-19 07:43:01,940 - mmaction - INFO - Epoch [75][1340/1879] lr: 1.000e-03, eta: 11:56:36, time: 0.683, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2149, loss: 1.2149 2020-06-19 07:43:13,377 - mmaction - INFO - Epoch [75][1360/1879] lr: 1.000e-03, eta: 11:56:15, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2760, loss: 1.2760 2020-06-19 07:43:24,736 - mmaction - INFO - Epoch [75][1380/1879] lr: 1.000e-03, eta: 11:55:55, time: 0.568, data_time: 0.153, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.3719, loss: 1.3719 2020-06-19 07:43:35,247 - mmaction - INFO - Epoch [75][1400/1879] lr: 1.000e-03, eta: 11:55:34, time: 0.528, data_time: 0.009, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.1845, loss: 1.1845 2020-06-19 07:43:45,938 - mmaction - INFO - Epoch [75][1420/1879] lr: 1.000e-03, eta: 11:55:13, time: 0.534, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.4296, loss: 1.4296 2020-06-19 07:43:56,874 - mmaction - INFO - Epoch [75][1440/1879] lr: 1.000e-03, eta: 11:54:52, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.4484, loss: 1.4484 2020-06-19 07:44:07,071 - mmaction - INFO - Epoch [75][1460/1879] lr: 1.000e-03, eta: 11:54:31, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2235, loss: 1.2235 2020-06-19 07:44:17,725 - mmaction - INFO - Epoch [75][1480/1879] lr: 1.000e-03, eta: 11:54:10, time: 0.535, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.8727, loss: 0.8727 2020-06-19 07:44:28,572 - mmaction - INFO - Epoch [75][1500/1879] lr: 1.000e-03, eta: 11:53:49, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1906, loss: 1.1906 2020-06-19 07:44:38,918 - mmaction - INFO - Epoch [75][1520/1879] lr: 1.000e-03, eta: 11:53:28, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.0965, loss: 1.0965 2020-06-19 07:44:49,700 - mmaction - INFO - Epoch [75][1540/1879] lr: 1.000e-03, eta: 11:53:08, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1213, loss: 1.1213 2020-06-19 07:44:59,913 - mmaction - INFO - Epoch [75][1560/1879] lr: 1.000e-03, eta: 11:52:47, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5016, loss: 1.5016 2020-06-19 07:45:10,706 - mmaction - INFO - Epoch [75][1580/1879] lr: 1.000e-03, eta: 11:52:26, time: 0.542, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9187, loss_cls: 1.1691, loss: 1.1691 2020-06-19 07:45:21,460 - mmaction - INFO - Epoch [75][1600/1879] lr: 1.000e-03, eta: 11:52:05, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2280, loss: 1.2280 2020-06-19 07:45:33,244 - mmaction - INFO - Epoch [75][1620/1879] lr: 1.000e-03, eta: 11:51:45, time: 0.589, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3850, loss: 1.3850 2020-06-19 07:45:42,592 - mmaction - INFO - Epoch [75][1640/1879] lr: 1.000e-03, eta: 11:51:23, time: 0.469, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9759, loss: 0.9759 2020-06-19 07:45:53,399 - mmaction - INFO - Epoch [75][1660/1879] lr: 1.000e-03, eta: 11:51:02, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1203, loss: 1.1203 2020-06-19 07:46:03,672 - mmaction - INFO - Epoch [75][1680/1879] lr: 1.000e-03, eta: 11:50:41, time: 0.514, data_time: 0.027, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3075, loss: 1.3075 2020-06-19 07:46:14,109 - mmaction - INFO - Epoch [75][1700/1879] lr: 1.000e-03, eta: 11:50:21, time: 0.522, data_time: 0.114, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.0953, loss: 1.0953 2020-06-19 07:46:24,905 - mmaction - INFO - Epoch [75][1720/1879] lr: 1.000e-03, eta: 11:50:00, time: 0.542, data_time: 0.017, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2880, loss: 1.2880 2020-06-19 07:46:35,457 - mmaction - INFO - Epoch [75][1740/1879] lr: 1.000e-03, eta: 11:49:39, time: 0.525, data_time: 0.036, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8187, loss_cls: 1.3964, loss: 1.3964 2020-06-19 07:46:45,635 - mmaction - INFO - Epoch [75][1760/1879] lr: 1.000e-03, eta: 11:49:18, time: 0.510, data_time: 0.107, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2228, loss: 1.2228 2020-06-19 07:46:56,531 - mmaction - INFO - Epoch [75][1780/1879] lr: 1.000e-03, eta: 11:48:57, time: 0.546, data_time: 0.135, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1858, loss: 1.1858 2020-06-19 07:47:06,990 - mmaction - INFO - Epoch [75][1800/1879] lr: 1.000e-03, eta: 11:48:36, time: 0.523, data_time: 0.134, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2797, loss: 1.2797 2020-06-19 07:47:18,167 - mmaction - INFO - Epoch [75][1820/1879] lr: 1.000e-03, eta: 11:48:16, time: 0.557, data_time: 0.019, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3276, loss: 1.3276 2020-06-19 07:47:29,152 - mmaction - INFO - Epoch [75][1840/1879] lr: 1.000e-03, eta: 11:47:55, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.2290, loss: 1.2290 2020-06-19 07:47:39,285 - mmaction - INFO - Epoch [75][1860/1879] lr: 1.000e-03, eta: 11:47:34, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6232, loss: 1.6232 2020-06-19 07:47:54,941 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-06-19 07:49:59,982 - mmaction - INFO - Epoch [76][20/1879] lr: 1.000e-03, eta: 11:47:32, time: 6.227, data_time: 5.662, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3823, loss: 1.3823 2020-06-19 07:50:12,016 - mmaction - INFO - Epoch [76][40/1879] lr: 1.000e-03, eta: 11:47:11, time: 0.603, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9884, loss: 0.9884 2020-06-19 07:50:24,095 - mmaction - INFO - Epoch [76][60/1879] lr: 1.000e-03, eta: 11:46:51, time: 0.602, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9848, loss: 0.9848 2020-06-19 07:50:34,443 - mmaction - INFO - Epoch [76][80/1879] lr: 1.000e-03, eta: 11:46:30, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9763, loss: 0.9763 2020-06-19 07:50:46,501 - mmaction - INFO - Epoch [76][100/1879] lr: 1.000e-03, eta: 11:46:10, time: 0.604, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0573, loss: 1.0573 2020-06-19 07:50:56,639 - mmaction - INFO - Epoch [76][120/1879] lr: 1.000e-03, eta: 11:45:49, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8625, loss_cls: 1.1104, loss: 1.1104 2020-06-19 07:51:08,485 - mmaction - INFO - Epoch [76][140/1879] lr: 1.000e-03, eta: 11:45:29, time: 0.591, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2222, loss: 1.2222 2020-06-19 07:51:19,402 - mmaction - INFO - Epoch [76][160/1879] lr: 1.000e-03, eta: 11:45:08, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1444, loss: 1.1444 2020-06-19 07:51:29,860 - mmaction - INFO - Epoch [76][180/1879] lr: 1.000e-03, eta: 11:44:47, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0779, loss: 1.0779 2020-06-19 07:51:40,916 - mmaction - INFO - Epoch [76][200/1879] lr: 1.000e-03, eta: 11:44:26, time: 0.552, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1106, loss: 1.1106 2020-06-19 07:51:52,319 - mmaction - INFO - Epoch [76][220/1879] lr: 1.000e-03, eta: 11:44:06, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9627, loss: 0.9627 2020-06-19 07:52:03,820 - mmaction - INFO - Epoch [76][240/1879] lr: 1.000e-03, eta: 11:43:45, time: 0.576, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.1968, loss: 1.1968 2020-06-19 07:52:13,935 - mmaction - INFO - Epoch [76][260/1879] lr: 1.000e-03, eta: 11:43:24, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1115, loss: 1.1115 2020-06-19 07:52:25,279 - mmaction - INFO - Epoch [76][280/1879] lr: 1.000e-03, eta: 11:43:04, time: 0.569, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1074, loss: 1.1074 2020-06-19 07:52:36,055 - mmaction - INFO - Epoch [76][300/1879] lr: 1.000e-03, eta: 11:42:43, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9978, loss: 0.9978 2020-06-19 07:52:46,527 - mmaction - INFO - Epoch [76][320/1879] lr: 1.000e-03, eta: 11:42:22, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1822, loss: 1.1822 2020-06-19 07:52:57,579 - mmaction - INFO - Epoch [76][340/1879] lr: 1.000e-03, eta: 11:42:02, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0768, loss: 1.0768 2020-06-19 07:53:08,923 - mmaction - INFO - Epoch [76][360/1879] lr: 1.000e-03, eta: 11:41:41, time: 0.567, data_time: 0.045, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2211, loss: 1.2211 2020-06-19 07:53:20,506 - mmaction - INFO - Epoch [76][380/1879] lr: 1.000e-03, eta: 11:41:21, time: 0.579, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2059, loss: 1.2059 2020-06-19 07:53:31,571 - mmaction - INFO - Epoch [76][400/1879] lr: 1.000e-03, eta: 11:41:00, time: 0.555, data_time: 0.080, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.8563, loss: 0.8563 2020-06-19 07:53:42,186 - mmaction - INFO - Epoch [76][420/1879] lr: 1.000e-03, eta: 11:40:39, time: 0.531, data_time: 0.181, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0549, loss: 1.0549 2020-06-19 07:53:52,205 - mmaction - INFO - Epoch [76][440/1879] lr: 1.000e-03, eta: 11:40:18, time: 0.500, data_time: 0.059, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2008, loss: 1.2008 2020-06-19 07:54:04,213 - mmaction - INFO - Epoch [76][460/1879] lr: 1.000e-03, eta: 11:39:58, time: 0.601, data_time: 0.153, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0024, loss: 1.0024 2020-06-19 07:54:13,918 - mmaction - INFO - Epoch [76][480/1879] lr: 1.000e-03, eta: 11:39:37, time: 0.485, data_time: 0.029, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2932, loss: 1.2932 2020-06-19 07:54:24,791 - mmaction - INFO - Epoch [76][500/1879] lr: 1.000e-03, eta: 11:39:16, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0452, loss: 1.0452 2020-06-19 07:54:34,911 - mmaction - INFO - Epoch [76][520/1879] lr: 1.000e-03, eta: 11:38:56, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9375, loss_cls: 0.9480, loss: 0.9480 2020-06-19 07:54:45,506 - mmaction - INFO - Epoch [76][540/1879] lr: 1.000e-03, eta: 11:38:35, time: 0.529, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9787, loss: 0.9787 2020-06-19 07:54:56,535 - mmaction - INFO - Epoch [76][560/1879] lr: 1.000e-03, eta: 11:38:14, time: 0.553, data_time: 0.120, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2207, loss: 1.2207 2020-06-19 07:55:06,737 - mmaction - INFO - Epoch [76][580/1879] lr: 1.000e-03, eta: 11:37:53, time: 0.508, data_time: 0.163, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2895, loss: 1.2895 2020-06-19 07:55:17,398 - mmaction - INFO - Epoch [76][600/1879] lr: 1.000e-03, eta: 11:37:33, time: 0.532, data_time: 0.165, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 0.9658, loss: 0.9658 2020-06-19 07:55:27,796 - mmaction - INFO - Epoch [76][620/1879] lr: 1.000e-03, eta: 11:37:12, time: 0.523, data_time: 0.057, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1800, loss: 1.1800 2020-06-19 07:55:38,643 - mmaction - INFO - Epoch [76][640/1879] lr: 1.000e-03, eta: 11:36:51, time: 0.541, data_time: 0.155, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3344, loss: 1.3344 2020-06-19 07:55:49,042 - mmaction - INFO - Epoch [76][660/1879] lr: 1.000e-03, eta: 11:36:30, time: 0.521, data_time: 0.092, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0082, loss: 1.0082 2020-06-19 07:55:59,960 - mmaction - INFO - Epoch [76][680/1879] lr: 1.000e-03, eta: 11:36:10, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1679, loss: 1.1679 2020-06-19 07:56:10,064 - mmaction - INFO - Epoch [76][700/1879] lr: 1.000e-03, eta: 11:35:49, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4101, loss: 1.4101 2020-06-19 07:56:20,927 - mmaction - INFO - Epoch [76][720/1879] lr: 1.000e-03, eta: 11:35:28, time: 0.543, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1255, loss: 1.1255 2020-06-19 07:56:31,172 - mmaction - INFO - Epoch [76][740/1879] lr: 1.000e-03, eta: 11:35:07, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.0980, loss: 1.0980 2020-06-19 07:56:42,047 - mmaction - INFO - Epoch [76][760/1879] lr: 1.000e-03, eta: 11:34:47, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9912, loss: 0.9912 2020-06-19 07:56:52,468 - mmaction - INFO - Epoch [76][780/1879] lr: 1.000e-03, eta: 11:34:26, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.3286, loss: 1.3286 2020-06-19 07:57:03,029 - mmaction - INFO - Epoch [76][800/1879] lr: 1.000e-03, eta: 11:34:05, time: 0.531, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.3098, loss: 1.3098 2020-06-19 07:57:13,668 - mmaction - INFO - Epoch [76][820/1879] lr: 1.000e-03, eta: 11:33:44, time: 0.530, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4159, loss: 1.4159 2020-06-19 07:57:24,752 - mmaction - INFO - Epoch [76][840/1879] lr: 1.000e-03, eta: 11:33:24, time: 0.554, data_time: 0.016, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.0936, loss: 1.0936 2020-06-19 07:57:35,443 - mmaction - INFO - Epoch [76][860/1879] lr: 1.000e-03, eta: 11:33:03, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.9969, loss: 0.9969 2020-06-19 07:57:46,784 - mmaction - INFO - Epoch [76][880/1879] lr: 1.000e-03, eta: 11:32:43, time: 0.567, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1768, loss: 1.1768 2020-06-19 07:57:57,239 - mmaction - INFO - Epoch [76][900/1879] lr: 1.000e-03, eta: 11:32:22, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4065, loss: 1.4065 2020-06-19 07:58:07,732 - mmaction - INFO - Epoch [76][920/1879] lr: 1.000e-03, eta: 11:32:01, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2752, loss: 1.2752 2020-06-19 07:58:18,006 - mmaction - INFO - Epoch [76][940/1879] lr: 1.000e-03, eta: 11:31:41, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.2710, loss: 1.2710 2020-06-19 07:58:28,758 - mmaction - INFO - Epoch [76][960/1879] lr: 1.000e-03, eta: 11:31:20, time: 0.539, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 0.9804, loss: 0.9804 2020-06-19 07:58:39,305 - mmaction - INFO - Epoch [76][980/1879] lr: 1.000e-03, eta: 11:30:59, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2002, loss: 1.2002 2020-06-19 07:58:49,948 - mmaction - INFO - Epoch [76][1000/1879] lr: 1.000e-03, eta: 11:30:39, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.2739, loss: 1.2739 2020-06-19 07:59:00,396 - mmaction - INFO - Epoch [76][1020/1879] lr: 1.000e-03, eta: 11:30:18, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9329, loss: 0.9329 2020-06-19 07:59:10,781 - mmaction - INFO - Epoch [76][1040/1879] lr: 1.000e-03, eta: 11:29:57, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0797, loss: 1.0797 2020-06-19 07:59:21,673 - mmaction - INFO - Epoch [76][1060/1879] lr: 1.000e-03, eta: 11:29:36, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4337, loss: 1.4337 2020-06-19 07:59:31,989 - mmaction - INFO - Epoch [76][1080/1879] lr: 1.000e-03, eta: 11:29:16, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2570, loss: 1.2570 2020-06-19 07:59:42,996 - mmaction - INFO - Epoch [76][1100/1879] lr: 1.000e-03, eta: 11:28:55, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1194, loss: 1.1194 2020-06-19 07:59:53,355 - mmaction - INFO - Epoch [76][1120/1879] lr: 1.000e-03, eta: 11:28:34, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.2192, loss: 1.2192 2020-06-19 08:00:06,510 - mmaction - INFO - Epoch [76][1140/1879] lr: 1.000e-03, eta: 11:28:15, time: 0.657, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3594, loss: 1.3594 2020-06-19 08:00:16,916 - mmaction - INFO - Epoch [76][1160/1879] lr: 1.000e-03, eta: 11:27:54, time: 0.522, data_time: 0.005, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3629, loss: 1.3629 2020-06-19 08:00:26,685 - mmaction - INFO - Epoch [76][1180/1879] lr: 1.000e-03, eta: 11:27:33, time: 0.486, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1604, loss: 1.1604 2020-06-19 08:00:37,606 - mmaction - INFO - Epoch [76][1200/1879] lr: 1.000e-03, eta: 11:27:13, time: 0.549, data_time: 0.004, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0069, loss: 1.0069 2020-06-19 08:00:48,417 - mmaction - INFO - Epoch [76][1220/1879] lr: 1.000e-03, eta: 11:26:52, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2000, loss: 1.2000 2020-06-19 08:00:58,761 - mmaction - INFO - Epoch [76][1240/1879] lr: 1.000e-03, eta: 11:26:31, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4935, loss: 1.4935 2020-06-19 08:01:08,777 - mmaction - INFO - Epoch [76][1260/1879] lr: 1.000e-03, eta: 11:26:10, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3178, loss: 1.3178 2020-06-19 08:01:19,619 - mmaction - INFO - Epoch [76][1280/1879] lr: 1.000e-03, eta: 11:25:50, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9357, loss: 0.9357 2020-06-19 08:01:30,685 - mmaction - INFO - Epoch [76][1300/1879] lr: 1.000e-03, eta: 11:25:29, time: 0.554, data_time: 0.015, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.1237, loss: 1.1237 2020-06-19 08:01:41,220 - mmaction - INFO - Epoch [76][1320/1879] lr: 1.000e-03, eta: 11:25:09, time: 0.526, data_time: 0.121, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2682, loss: 1.2682 2020-06-19 08:01:52,053 - mmaction - INFO - Epoch [76][1340/1879] lr: 1.000e-03, eta: 11:24:48, time: 0.541, data_time: 0.007, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2111, loss: 1.2111 2020-06-19 08:02:02,627 - mmaction - INFO - Epoch [76][1360/1879] lr: 1.000e-03, eta: 11:24:27, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8625, loss_cls: 1.1703, loss: 1.1703 2020-06-19 08:02:13,145 - mmaction - INFO - Epoch [76][1380/1879] lr: 1.000e-03, eta: 11:24:07, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1671, loss: 1.1671 2020-06-19 08:02:23,252 - mmaction - INFO - Epoch [76][1400/1879] lr: 1.000e-03, eta: 11:23:46, time: 0.505, data_time: 0.054, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9735, loss: 0.9735 2020-06-19 08:02:34,105 - mmaction - INFO - Epoch [76][1420/1879] lr: 1.000e-03, eta: 11:23:26, time: 0.542, data_time: 0.063, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3096, loss: 1.3096 2020-06-19 08:02:44,766 - mmaction - INFO - Epoch [76][1440/1879] lr: 1.000e-03, eta: 11:23:05, time: 0.533, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1612, loss: 1.1612 2020-06-19 08:02:55,393 - mmaction - INFO - Epoch [76][1460/1879] lr: 1.000e-03, eta: 11:22:44, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2309, loss: 1.2309 2020-06-19 08:03:05,778 - mmaction - INFO - Epoch [76][1480/1879] lr: 1.000e-03, eta: 11:22:24, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3861, loss: 1.3861 2020-06-19 08:03:15,815 - mmaction - INFO - Epoch [76][1500/1879] lr: 1.000e-03, eta: 11:22:03, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3825, loss: 1.3825 2020-06-19 08:03:27,002 - mmaction - INFO - Epoch [76][1520/1879] lr: 1.000e-03, eta: 11:21:42, time: 0.561, data_time: 0.016, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1911, loss: 1.1911 2020-06-19 08:03:37,557 - mmaction - INFO - Epoch [76][1540/1879] lr: 1.000e-03, eta: 11:21:22, time: 0.528, data_time: 0.019, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2258, loss: 1.2258 2020-06-19 08:03:47,328 - mmaction - INFO - Epoch [76][1560/1879] lr: 1.000e-03, eta: 11:21:01, time: 0.487, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9507, loss: 0.9507 2020-06-19 08:03:58,656 - mmaction - INFO - Epoch [76][1580/1879] lr: 1.000e-03, eta: 11:20:41, time: 0.567, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.1077, loss: 1.1077 2020-06-19 08:04:09,412 - mmaction - INFO - Epoch [76][1600/1879] lr: 1.000e-03, eta: 11:20:20, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.5339, loss: 1.5339 2020-06-19 08:04:19,495 - mmaction - INFO - Epoch [76][1620/1879] lr: 1.000e-03, eta: 11:19:59, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1355, loss: 1.1355 2020-06-19 08:04:30,420 - mmaction - INFO - Epoch [76][1640/1879] lr: 1.000e-03, eta: 11:19:39, time: 0.546, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3012, loss: 1.3012 2020-06-19 08:04:40,739 - mmaction - INFO - Epoch [76][1660/1879] lr: 1.000e-03, eta: 11:19:18, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.3435, loss: 1.3435 2020-06-19 08:04:52,122 - mmaction - INFO - Epoch [76][1680/1879] lr: 1.000e-03, eta: 11:18:58, time: 0.568, data_time: 0.088, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1707, loss: 1.1707 2020-06-19 08:05:02,719 - mmaction - INFO - Epoch [76][1700/1879] lr: 1.000e-03, eta: 11:18:37, time: 0.529, data_time: 0.184, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.1586, loss: 1.1586 2020-06-19 08:05:12,863 - mmaction - INFO - Epoch [76][1720/1879] lr: 1.000e-03, eta: 11:18:17, time: 0.507, data_time: 0.132, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3396, loss: 1.3396 2020-06-19 08:05:23,574 - mmaction - INFO - Epoch [76][1740/1879] lr: 1.000e-03, eta: 11:17:56, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9375, loss_cls: 0.8687, loss: 0.8687 2020-06-19 08:05:34,222 - mmaction - INFO - Epoch [76][1760/1879] lr: 1.000e-03, eta: 11:17:36, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3075, loss: 1.3075 2020-06-19 08:05:44,862 - mmaction - INFO - Epoch [76][1780/1879] lr: 1.000e-03, eta: 11:17:15, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2438, loss: 1.2438 2020-06-19 08:05:55,310 - mmaction - INFO - Epoch [76][1800/1879] lr: 1.000e-03, eta: 11:16:54, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2454, loss: 1.2454 2020-06-19 08:06:06,509 - mmaction - INFO - Epoch [76][1820/1879] lr: 1.000e-03, eta: 11:16:34, time: 0.562, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2613, loss: 1.2613 2020-06-19 08:06:16,631 - mmaction - INFO - Epoch [76][1840/1879] lr: 1.000e-03, eta: 11:16:13, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0414, loss: 1.0414 2020-06-19 08:06:27,882 - mmaction - INFO - Epoch [76][1860/1879] lr: 1.000e-03, eta: 11:15:53, time: 0.563, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0581, loss: 1.0581 2020-06-19 08:06:43,229 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-06-19 08:09:02,501 - mmaction - INFO - Epoch [77][20/1879] lr: 1.000e-03, eta: 11:15:54, time: 6.871, data_time: 6.316, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2214, loss: 1.2214 2020-06-19 08:09:14,468 - mmaction - INFO - Epoch [77][40/1879] lr: 1.000e-03, eta: 11:15:33, time: 0.599, data_time: 0.008, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9567, loss: 0.9567 2020-06-19 08:09:24,522 - mmaction - INFO - Epoch [77][60/1879] lr: 1.000e-03, eta: 11:15:13, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1571, loss: 1.1571 2020-06-19 08:09:34,874 - mmaction - INFO - Epoch [77][80/1879] lr: 1.000e-03, eta: 11:14:52, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1266, loss: 1.1266 2020-06-19 08:09:45,466 - mmaction - INFO - Epoch [77][100/1879] lr: 1.000e-03, eta: 11:14:31, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.1685, loss: 1.1685 2020-06-19 08:09:55,258 - mmaction - INFO - Epoch [77][120/1879] lr: 1.000e-03, eta: 11:14:11, time: 0.489, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1011, loss: 1.1011 2020-06-19 08:10:06,603 - mmaction - INFO - Epoch [77][140/1879] lr: 1.000e-03, eta: 11:13:50, time: 0.567, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9682, loss: 0.9682 2020-06-19 08:10:16,969 - mmaction - INFO - Epoch [77][160/1879] lr: 1.000e-03, eta: 11:13:30, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9109, loss: 0.9109 2020-06-19 08:10:27,917 - mmaction - INFO - Epoch [77][180/1879] lr: 1.000e-03, eta: 11:13:09, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.1843, loss: 1.1843 2020-06-19 08:10:37,867 - mmaction - INFO - Epoch [77][200/1879] lr: 1.000e-03, eta: 11:12:49, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0913, loss: 1.0913 2020-06-19 08:10:49,410 - mmaction - INFO - Epoch [77][220/1879] lr: 1.000e-03, eta: 11:12:28, time: 0.579, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1485, loss: 1.1485 2020-06-19 08:10:59,986 - mmaction - INFO - Epoch [77][240/1879] lr: 1.000e-03, eta: 11:12:08, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9437, loss_cls: 0.9292, loss: 0.9292 2020-06-19 08:11:10,066 - mmaction - INFO - Epoch [77][260/1879] lr: 1.000e-03, eta: 11:11:47, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1431, loss: 1.1431 2020-06-19 08:11:20,770 - mmaction - INFO - Epoch [77][280/1879] lr: 1.000e-03, eta: 11:11:27, time: 0.536, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9125, loss_cls: 1.1921, loss: 1.1921 2020-06-19 08:11:31,149 - mmaction - INFO - Epoch [77][300/1879] lr: 1.000e-03, eta: 11:11:06, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2346, loss: 1.2346 2020-06-19 08:11:42,416 - mmaction - INFO - Epoch [77][320/1879] lr: 1.000e-03, eta: 11:10:46, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0813, loss: 1.0813 2020-06-19 08:11:52,517 - mmaction - INFO - Epoch [77][340/1879] lr: 1.000e-03, eta: 11:10:25, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8688, loss_cls: 1.1164, loss: 1.1164 2020-06-19 08:12:02,735 - mmaction - INFO - Epoch [77][360/1879] lr: 1.000e-03, eta: 11:10:04, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.2331, loss: 1.2331 2020-06-19 08:12:14,628 - mmaction - INFO - Epoch [77][380/1879] lr: 1.000e-03, eta: 11:09:44, time: 0.594, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2642, loss: 1.2642 2020-06-19 08:12:24,271 - mmaction - INFO - Epoch [77][400/1879] lr: 1.000e-03, eta: 11:09:23, time: 0.485, data_time: 0.027, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2664, loss: 1.2664 2020-06-19 08:12:35,107 - mmaction - INFO - Epoch [77][420/1879] lr: 1.000e-03, eta: 11:09:03, time: 0.541, data_time: 0.028, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0925, loss: 1.0925 2020-06-19 08:12:46,096 - mmaction - INFO - Epoch [77][440/1879] lr: 1.000e-03, eta: 11:08:43, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1923, loss: 1.1923 2020-06-19 08:12:55,955 - mmaction - INFO - Epoch [77][460/1879] lr: 1.000e-03, eta: 11:08:22, time: 0.493, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2391, loss: 1.2391 2020-06-19 08:13:07,011 - mmaction - INFO - Epoch [77][480/1879] lr: 1.000e-03, eta: 11:08:02, time: 0.552, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.1636, loss: 1.1636 2020-06-19 08:13:18,391 - mmaction - INFO - Epoch [77][500/1879] lr: 1.000e-03, eta: 11:07:41, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.0618, loss: 1.0618 2020-06-19 08:13:28,884 - mmaction - INFO - Epoch [77][520/1879] lr: 1.000e-03, eta: 11:07:21, time: 0.523, data_time: 0.028, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1533, loss: 1.1533 2020-06-19 08:13:39,450 - mmaction - INFO - Epoch [77][540/1879] lr: 1.000e-03, eta: 11:07:00, time: 0.529, data_time: 0.121, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2145, loss: 1.2145 2020-06-19 08:13:50,113 - mmaction - INFO - Epoch [77][560/1879] lr: 1.000e-03, eta: 11:06:40, time: 0.534, data_time: 0.137, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0283, loss: 1.0283 2020-06-19 08:14:00,681 - mmaction - INFO - Epoch [77][580/1879] lr: 1.000e-03, eta: 11:06:19, time: 0.528, data_time: 0.120, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.1394, loss: 1.1394 2020-06-19 08:14:11,058 - mmaction - INFO - Epoch [77][600/1879] lr: 1.000e-03, eta: 11:05:59, time: 0.520, data_time: 0.013, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2818, loss: 1.2818 2020-06-19 08:14:21,962 - mmaction - INFO - Epoch [77][620/1879] lr: 1.000e-03, eta: 11:05:38, time: 0.544, data_time: 0.169, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0616, loss: 1.0616 2020-06-19 08:14:32,554 - mmaction - INFO - Epoch [77][640/1879] lr: 1.000e-03, eta: 11:05:18, time: 0.530, data_time: 0.165, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0103, loss: 1.0103 2020-06-19 08:14:43,639 - mmaction - INFO - Epoch [77][660/1879] lr: 1.000e-03, eta: 11:04:58, time: 0.554, data_time: 0.094, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2927, loss: 1.2927 2020-06-19 08:14:53,526 - mmaction - INFO - Epoch [77][680/1879] lr: 1.000e-03, eta: 11:04:37, time: 0.494, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0470, loss: 1.0470 2020-06-19 08:15:04,074 - mmaction - INFO - Epoch [77][700/1879] lr: 1.000e-03, eta: 11:04:17, time: 0.526, data_time: 0.021, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0487, loss: 1.0487 2020-06-19 08:15:14,697 - mmaction - INFO - Epoch [77][720/1879] lr: 1.000e-03, eta: 11:03:56, time: 0.531, data_time: 0.006, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0426, loss: 1.0426 2020-06-19 08:15:25,321 - mmaction - INFO - Epoch [77][740/1879] lr: 1.000e-03, eta: 11:03:36, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3078, loss: 1.3078 2020-06-19 08:15:36,506 - mmaction - INFO - Epoch [77][760/1879] lr: 1.000e-03, eta: 11:03:15, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1265, loss: 1.1265 2020-06-19 08:15:46,834 - mmaction - INFO - Epoch [77][780/1879] lr: 1.000e-03, eta: 11:02:55, time: 0.519, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0716, loss: 1.0716 2020-06-19 08:15:57,805 - mmaction - INFO - Epoch [77][800/1879] lr: 1.000e-03, eta: 11:02:34, time: 0.547, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3737, loss: 1.3737 2020-06-19 08:16:08,457 - mmaction - INFO - Epoch [77][820/1879] lr: 1.000e-03, eta: 11:02:14, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.8964, loss: 0.8964 2020-06-19 08:16:18,670 - mmaction - INFO - Epoch [77][840/1879] lr: 1.000e-03, eta: 11:01:53, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1375, loss: 1.1375 2020-06-19 08:16:29,549 - mmaction - INFO - Epoch [77][860/1879] lr: 1.000e-03, eta: 11:01:33, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8625, loss_cls: 1.2097, loss: 1.2097 2020-06-19 08:16:40,403 - mmaction - INFO - Epoch [77][880/1879] lr: 1.000e-03, eta: 11:01:13, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3391, loss: 1.3391 2020-06-19 08:16:50,757 - mmaction - INFO - Epoch [77][900/1879] lr: 1.000e-03, eta: 11:00:52, time: 0.516, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9607, loss: 0.9607 2020-06-19 08:17:01,102 - mmaction - INFO - Epoch [77][920/1879] lr: 1.000e-03, eta: 11:00:32, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.2684, loss: 1.2684 2020-06-19 08:17:12,314 - mmaction - INFO - Epoch [77][940/1879] lr: 1.000e-03, eta: 11:00:12, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0257, loss: 1.0257 2020-06-19 08:17:22,631 - mmaction - INFO - Epoch [77][960/1879] lr: 1.000e-03, eta: 10:59:51, time: 0.514, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1492, loss: 1.1492 2020-06-19 08:17:32,487 - mmaction - INFO - Epoch [77][980/1879] lr: 1.000e-03, eta: 10:59:30, time: 0.494, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4738, loss: 1.4738 2020-06-19 08:17:43,725 - mmaction - INFO - Epoch [77][1000/1879] lr: 1.000e-03, eta: 10:59:10, time: 0.562, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3267, loss: 1.3267 2020-06-19 08:17:53,866 - mmaction - INFO - Epoch [77][1020/1879] lr: 1.000e-03, eta: 10:58:50, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1528, loss: 1.1528 2020-06-19 08:18:04,907 - mmaction - INFO - Epoch [77][1040/1879] lr: 1.000e-03, eta: 10:58:29, time: 0.551, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8375, loss_cls: 1.2241, loss: 1.2241 2020-06-19 08:18:14,403 - mmaction - INFO - Epoch [77][1060/1879] lr: 1.000e-03, eta: 10:58:09, time: 0.473, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0866, loss: 1.0866 2020-06-19 08:18:25,320 - mmaction - INFO - Epoch [77][1080/1879] lr: 1.000e-03, eta: 10:57:48, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2225, loss: 1.2225 2020-06-19 08:18:35,933 - mmaction - INFO - Epoch [77][1100/1879] lr: 1.000e-03, eta: 10:57:28, time: 0.530, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 0.9565, loss: 0.9565 2020-06-19 08:18:47,000 - mmaction - INFO - Epoch [77][1120/1879] lr: 1.000e-03, eta: 10:57:08, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0024, loss: 1.0024 2020-06-19 08:18:58,008 - mmaction - INFO - Epoch [77][1140/1879] lr: 1.000e-03, eta: 10:56:47, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2897, loss: 1.2897 2020-06-19 08:19:08,309 - mmaction - INFO - Epoch [77][1160/1879] lr: 1.000e-03, eta: 10:56:27, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0712, loss: 1.0712 2020-06-19 08:19:18,358 - mmaction - INFO - Epoch [77][1180/1879] lr: 1.000e-03, eta: 10:56:06, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2660, loss: 1.2660 2020-06-19 08:19:29,275 - mmaction - INFO - Epoch [77][1200/1879] lr: 1.000e-03, eta: 10:55:46, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1967, loss: 1.1967 2020-06-19 08:19:40,161 - mmaction - INFO - Epoch [77][1220/1879] lr: 1.000e-03, eta: 10:55:26, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.0667, loss: 1.0667 2020-06-19 08:19:50,733 - mmaction - INFO - Epoch [77][1240/1879] lr: 1.000e-03, eta: 10:55:05, time: 0.528, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2277, loss: 1.2277 2020-06-19 08:20:01,940 - mmaction - INFO - Epoch [77][1260/1879] lr: 1.000e-03, eta: 10:54:45, time: 0.561, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1114, loss: 1.1114 2020-06-19 08:20:12,230 - mmaction - INFO - Epoch [77][1280/1879] lr: 1.000e-03, eta: 10:54:25, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1184, loss: 1.1184 2020-06-19 08:20:22,949 - mmaction - INFO - Epoch [77][1300/1879] lr: 1.000e-03, eta: 10:54:04, time: 0.535, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2086, loss: 1.2086 2020-06-19 08:20:34,527 - mmaction - INFO - Epoch [77][1320/1879] lr: 1.000e-03, eta: 10:53:44, time: 0.580, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2478, loss: 1.2478 2020-06-19 08:20:44,602 - mmaction - INFO - Epoch [77][1340/1879] lr: 1.000e-03, eta: 10:53:24, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1198, loss: 1.1198 2020-06-19 08:20:54,778 - mmaction - INFO - Epoch [77][1360/1879] lr: 1.000e-03, eta: 10:53:03, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.0963, loss: 1.0963 2020-06-19 08:21:05,971 - mmaction - INFO - Epoch [77][1380/1879] lr: 1.000e-03, eta: 10:52:43, time: 0.562, data_time: 0.014, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0179, loss: 1.0179 2020-06-19 08:21:16,518 - mmaction - INFO - Epoch [77][1400/1879] lr: 1.000e-03, eta: 10:52:23, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.3149, loss: 1.3149 2020-06-19 08:21:26,940 - mmaction - INFO - Epoch [77][1420/1879] lr: 1.000e-03, eta: 10:52:02, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1506, loss: 1.1506 2020-06-19 08:21:37,402 - mmaction - INFO - Epoch [77][1440/1879] lr: 1.000e-03, eta: 10:51:42, time: 0.524, data_time: 0.005, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0330, loss: 1.0330 2020-06-19 08:21:47,962 - mmaction - INFO - Epoch [77][1460/1879] lr: 1.000e-03, eta: 10:51:22, time: 0.528, data_time: 0.070, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4097, loss: 1.4097 2020-06-19 08:21:58,418 - mmaction - INFO - Epoch [77][1480/1879] lr: 1.000e-03, eta: 10:51:01, time: 0.522, data_time: 0.007, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.2488, loss: 1.2488 2020-06-19 08:22:09,213 - mmaction - INFO - Epoch [77][1500/1879] lr: 1.000e-03, eta: 10:50:41, time: 0.539, data_time: 0.029, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9162, loss: 0.9162 2020-06-19 08:22:19,370 - mmaction - INFO - Epoch [77][1520/1879] lr: 1.000e-03, eta: 10:50:20, time: 0.508, data_time: 0.007, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1970, loss: 1.1970 2020-06-19 08:22:30,022 - mmaction - INFO - Epoch [77][1540/1879] lr: 1.000e-03, eta: 10:50:00, time: 0.532, data_time: 0.016, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3494, loss: 1.3494 2020-06-19 08:22:40,684 - mmaction - INFO - Epoch [77][1560/1879] lr: 1.000e-03, eta: 10:49:40, time: 0.533, data_time: 0.178, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2045, loss: 1.2045 2020-06-19 08:22:51,574 - mmaction - INFO - Epoch [77][1580/1879] lr: 1.000e-03, eta: 10:49:20, time: 0.543, data_time: 0.055, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.2310, loss: 1.2310 2020-06-19 08:23:02,892 - mmaction - INFO - Epoch [77][1600/1879] lr: 1.000e-03, eta: 10:48:59, time: 0.568, data_time: 0.043, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.1327, loss: 1.1327 2020-06-19 08:23:13,560 - mmaction - INFO - Epoch [77][1620/1879] lr: 1.000e-03, eta: 10:48:39, time: 0.531, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.1160, loss: 1.1160 2020-06-19 08:23:23,875 - mmaction - INFO - Epoch [77][1640/1879] lr: 1.000e-03, eta: 10:48:19, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3074, loss: 1.3074 2020-06-19 08:23:33,955 - mmaction - INFO - Epoch [77][1660/1879] lr: 1.000e-03, eta: 10:47:58, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3745, loss: 1.3745 2020-06-19 08:23:44,631 - mmaction - INFO - Epoch [77][1680/1879] lr: 1.000e-03, eta: 10:47:38, time: 0.534, data_time: 0.052, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3907, loss: 1.3907 2020-06-19 08:23:55,474 - mmaction - INFO - Epoch [77][1700/1879] lr: 1.000e-03, eta: 10:47:18, time: 0.541, data_time: 0.087, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2853, loss: 1.2853 2020-06-19 08:24:05,667 - mmaction - INFO - Epoch [77][1720/1879] lr: 1.000e-03, eta: 10:46:57, time: 0.511, data_time: 0.012, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2068, loss: 1.2068 2020-06-19 08:24:16,180 - mmaction - INFO - Epoch [77][1740/1879] lr: 1.000e-03, eta: 10:46:37, time: 0.524, data_time: 0.084, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1262, loss: 1.1262 2020-06-19 08:24:27,438 - mmaction - INFO - Epoch [77][1760/1879] lr: 1.000e-03, eta: 10:46:17, time: 0.563, data_time: 0.173, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1594, loss: 1.1594 2020-06-19 08:24:37,758 - mmaction - INFO - Epoch [77][1780/1879] lr: 1.000e-03, eta: 10:45:56, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0826, loss: 1.0826 2020-06-19 08:24:48,418 - mmaction - INFO - Epoch [77][1800/1879] lr: 1.000e-03, eta: 10:45:36, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3458, loss: 1.3458 2020-06-19 08:24:58,913 - mmaction - INFO - Epoch [77][1820/1879] lr: 1.000e-03, eta: 10:45:16, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2223, loss: 1.2223 2020-06-19 08:25:08,642 - mmaction - INFO - Epoch [77][1840/1879] lr: 1.000e-03, eta: 10:44:55, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9697, loss: 0.9697 2020-06-19 08:25:20,488 - mmaction - INFO - Epoch [77][1860/1879] lr: 1.000e-03, eta: 10:44:35, time: 0.592, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9947, loss: 0.9947 2020-06-19 08:25:35,698 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-06-19 08:27:38,235 - mmaction - INFO - Epoch [78][20/1879] lr: 1.000e-03, eta: 10:44:29, time: 6.097, data_time: 5.531, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1672, loss: 1.1672 2020-06-19 08:27:48,277 - mmaction - INFO - Epoch [78][40/1879] lr: 1.000e-03, eta: 10:44:09, time: 0.503, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0369, loss: 1.0369 2020-06-19 08:27:58,507 - mmaction - INFO - Epoch [78][60/1879] lr: 1.000e-03, eta: 10:43:48, time: 0.511, data_time: 0.001, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.4578, loss: 1.4578 2020-06-19 08:28:08,396 - mmaction - INFO - Epoch [78][80/1879] lr: 1.000e-03, eta: 10:43:28, time: 0.496, data_time: 0.020, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1348, loss: 1.1348 2020-06-19 08:28:18,305 - mmaction - INFO - Epoch [78][100/1879] lr: 1.000e-03, eta: 10:43:07, time: 0.494, data_time: 0.006, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1958, loss: 1.1958 2020-06-19 08:28:28,193 - mmaction - INFO - Epoch [78][120/1879] lr: 1.000e-03, eta: 10:42:47, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2107, loss: 1.2107 2020-06-19 08:28:38,506 - mmaction - INFO - Epoch [78][140/1879] lr: 1.000e-03, eta: 10:42:26, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0703, loss: 1.0703 2020-06-19 08:28:48,367 - mmaction - INFO - Epoch [78][160/1879] lr: 1.000e-03, eta: 10:42:06, time: 0.494, data_time: 0.041, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8674, loss: 0.8674 2020-06-19 08:28:58,208 - mmaction - INFO - Epoch [78][180/1879] lr: 1.000e-03, eta: 10:41:45, time: 0.491, data_time: 0.006, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1350, loss: 1.1350 2020-06-19 08:29:09,099 - mmaction - INFO - Epoch [78][200/1879] lr: 1.000e-03, eta: 10:41:25, time: 0.543, data_time: 0.199, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3719, loss: 1.3719 2020-06-19 08:29:18,535 - mmaction - INFO - Epoch [78][220/1879] lr: 1.000e-03, eta: 10:41:04, time: 0.472, data_time: 0.139, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1314, loss: 1.1314 2020-06-19 08:29:28,438 - mmaction - INFO - Epoch [78][240/1879] lr: 1.000e-03, eta: 10:40:44, time: 0.496, data_time: 0.159, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2250, loss: 1.2250 2020-06-19 08:29:38,710 - mmaction - INFO - Epoch [78][260/1879] lr: 1.000e-03, eta: 10:40:23, time: 0.513, data_time: 0.074, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0253, loss: 1.0253 2020-06-19 08:29:48,783 - mmaction - INFO - Epoch [78][280/1879] lr: 1.000e-03, eta: 10:40:03, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0340, loss: 1.0340 2020-06-19 08:29:58,709 - mmaction - INFO - Epoch [78][300/1879] lr: 1.000e-03, eta: 10:39:43, time: 0.497, data_time: 0.006, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3395, loss: 1.3395 2020-06-19 08:30:09,178 - mmaction - INFO - Epoch [78][320/1879] lr: 1.000e-03, eta: 10:39:22, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3887, loss: 1.3887 2020-06-19 08:30:20,051 - mmaction - INFO - Epoch [78][340/1879] lr: 1.000e-03, eta: 10:39:02, time: 0.545, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0007, loss: 1.0007 2020-06-19 08:30:30,326 - mmaction - INFO - Epoch [78][360/1879] lr: 1.000e-03, eta: 10:38:42, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1229, loss: 1.1229 2020-06-19 08:30:39,853 - mmaction - INFO - Epoch [78][380/1879] lr: 1.000e-03, eta: 10:38:21, time: 0.477, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9818, loss: 0.9818 2020-06-19 08:30:49,934 - mmaction - INFO - Epoch [78][400/1879] lr: 1.000e-03, eta: 10:38:01, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.1253, loss: 1.1253 2020-06-19 08:31:00,125 - mmaction - INFO - Epoch [78][420/1879] lr: 1.000e-03, eta: 10:37:40, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2589, loss: 1.2589 2020-06-19 08:31:10,471 - mmaction - INFO - Epoch [78][440/1879] lr: 1.000e-03, eta: 10:37:20, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2453, loss: 1.2453 2020-06-19 08:31:19,953 - mmaction - INFO - Epoch [78][460/1879] lr: 1.000e-03, eta: 10:36:59, time: 0.475, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2150, loss: 1.2150 2020-06-19 08:31:29,867 - mmaction - INFO - Epoch [78][480/1879] lr: 1.000e-03, eta: 10:36:39, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.3466, loss: 1.3466 2020-06-19 08:31:39,913 - mmaction - INFO - Epoch [78][500/1879] lr: 1.000e-03, eta: 10:36:19, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.3470, loss: 1.3470 2020-06-19 08:31:50,030 - mmaction - INFO - Epoch [78][520/1879] lr: 1.000e-03, eta: 10:35:58, time: 0.509, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2574, loss: 1.2574 2020-06-19 08:32:00,197 - mmaction - INFO - Epoch [78][540/1879] lr: 1.000e-03, eta: 10:35:38, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2284, loss: 1.2284 2020-06-19 08:32:10,535 - mmaction - INFO - Epoch [78][560/1879] lr: 1.000e-03, eta: 10:35:17, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2467, loss: 1.2467 2020-06-19 08:32:21,055 - mmaction - INFO - Epoch [78][580/1879] lr: 1.000e-03, eta: 10:34:57, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2584, loss: 1.2584 2020-06-19 08:32:31,864 - mmaction - INFO - Epoch [78][600/1879] lr: 1.000e-03, eta: 10:34:37, time: 0.541, data_time: 0.000, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3523, loss: 1.3523 2020-06-19 08:32:42,001 - mmaction - INFO - Epoch [78][620/1879] lr: 1.000e-03, eta: 10:34:17, time: 0.505, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4309, loss: 1.4309 2020-06-19 08:32:52,136 - mmaction - INFO - Epoch [78][640/1879] lr: 1.000e-03, eta: 10:33:56, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1363, loss: 1.1363 2020-06-19 08:33:02,413 - mmaction - INFO - Epoch [78][660/1879] lr: 1.000e-03, eta: 10:33:36, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0414, loss: 1.0414 2020-06-19 08:33:13,492 - mmaction - INFO - Epoch [78][680/1879] lr: 1.000e-03, eta: 10:33:16, time: 0.551, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.9309, loss: 0.9309 2020-06-19 08:33:24,344 - mmaction - INFO - Epoch [78][700/1879] lr: 1.000e-03, eta: 10:32:56, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1475, loss: 1.1475 2020-06-19 08:33:34,332 - mmaction - INFO - Epoch [78][720/1879] lr: 1.000e-03, eta: 10:32:36, time: 0.499, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1290, loss: 1.1290 2020-06-19 08:33:45,301 - mmaction - INFO - Epoch [78][740/1879] lr: 1.000e-03, eta: 10:32:15, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2081, loss: 1.2081 2020-06-19 08:33:55,624 - mmaction - INFO - Epoch [78][760/1879] lr: 1.000e-03, eta: 10:31:55, time: 0.515, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2046, loss: 1.2046 2020-06-19 08:34:05,997 - mmaction - INFO - Epoch [78][780/1879] lr: 1.000e-03, eta: 10:31:35, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1601, loss: 1.1601 2020-06-19 08:34:16,360 - mmaction - INFO - Epoch [78][800/1879] lr: 1.000e-03, eta: 10:31:15, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2028, loss: 1.2028 2020-06-19 08:34:26,990 - mmaction - INFO - Epoch [78][820/1879] lr: 1.000e-03, eta: 10:30:54, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2376, loss: 1.2376 2020-06-19 08:34:37,846 - mmaction - INFO - Epoch [78][840/1879] lr: 1.000e-03, eta: 10:30:34, time: 0.542, data_time: 0.012, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.2508, loss: 1.2508 2020-06-19 08:34:48,524 - mmaction - INFO - Epoch [78][860/1879] lr: 1.000e-03, eta: 10:30:14, time: 0.534, data_time: 0.101, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2708, loss: 1.2708 2020-06-19 08:34:59,305 - mmaction - INFO - Epoch [78][880/1879] lr: 1.000e-03, eta: 10:29:54, time: 0.539, data_time: 0.032, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 0.9681, loss: 0.9681 2020-06-19 08:35:09,226 - mmaction - INFO - Epoch [78][900/1879] lr: 1.000e-03, eta: 10:29:34, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2884, loss: 1.2884 2020-06-19 08:35:19,760 - mmaction - INFO - Epoch [78][920/1879] lr: 1.000e-03, eta: 10:29:13, time: 0.525, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0145, loss: 1.0145 2020-06-19 08:35:30,526 - mmaction - INFO - Epoch [78][940/1879] lr: 1.000e-03, eta: 10:28:53, time: 0.538, data_time: 0.031, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2826, loss: 1.2826 2020-06-19 08:35:41,458 - mmaction - INFO - Epoch [78][960/1879] lr: 1.000e-03, eta: 10:28:33, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9375, loss_cls: 0.9580, loss: 0.9580 2020-06-19 08:35:51,774 - mmaction - INFO - Epoch [78][980/1879] lr: 1.000e-03, eta: 10:28:13, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1793, loss: 1.1793 2020-06-19 08:36:02,542 - mmaction - INFO - Epoch [78][1000/1879] lr: 1.000e-03, eta: 10:27:53, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0508, loss: 1.0508 2020-06-19 08:36:13,321 - mmaction - INFO - Epoch [78][1020/1879] lr: 1.000e-03, eta: 10:27:33, time: 0.537, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2068, loss: 1.2068 2020-06-19 08:36:23,219 - mmaction - INFO - Epoch [78][1040/1879] lr: 1.000e-03, eta: 10:27:13, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2579, loss: 1.2579 2020-06-19 08:36:33,603 - mmaction - INFO - Epoch [78][1060/1879] lr: 1.000e-03, eta: 10:26:52, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3283, loss: 1.3283 2020-06-19 08:36:44,846 - mmaction - INFO - Epoch [78][1080/1879] lr: 1.000e-03, eta: 10:26:32, time: 0.562, data_time: 0.002, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3292, loss: 1.3292 2020-06-19 08:36:55,177 - mmaction - INFO - Epoch [78][1100/1879] lr: 1.000e-03, eta: 10:26:12, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1017, loss: 1.1017 2020-06-19 08:37:06,078 - mmaction - INFO - Epoch [78][1120/1879] lr: 1.000e-03, eta: 10:25:52, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1285, loss: 1.1285 2020-06-19 08:37:15,967 - mmaction - INFO - Epoch [78][1140/1879] lr: 1.000e-03, eta: 10:25:32, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.8624, loss: 0.8624 2020-06-19 08:37:26,996 - mmaction - INFO - Epoch [78][1160/1879] lr: 1.000e-03, eta: 10:25:12, time: 0.551, data_time: 0.035, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2575, loss: 1.2575 2020-06-19 08:37:37,233 - mmaction - INFO - Epoch [78][1180/1879] lr: 1.000e-03, eta: 10:24:51, time: 0.512, data_time: 0.016, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9250, loss_cls: 1.1212, loss: 1.1212 2020-06-19 08:37:48,457 - mmaction - INFO - Epoch [78][1200/1879] lr: 1.000e-03, eta: 10:24:32, time: 0.561, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2622, loss: 1.2622 2020-06-19 08:37:58,271 - mmaction - INFO - Epoch [78][1220/1879] lr: 1.000e-03, eta: 10:24:11, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4254, loss: 1.4254 2020-06-19 08:38:09,549 - mmaction - INFO - Epoch [78][1240/1879] lr: 1.000e-03, eta: 10:23:51, time: 0.561, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9820, loss: 0.9820 2020-06-19 08:38:19,908 - mmaction - INFO - Epoch [78][1260/1879] lr: 1.000e-03, eta: 10:23:31, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1267, loss: 1.1267 2020-06-19 08:38:30,011 - mmaction - INFO - Epoch [78][1280/1879] lr: 1.000e-03, eta: 10:23:11, time: 0.505, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1542, loss: 1.1542 2020-06-19 08:38:40,872 - mmaction - INFO - Epoch [78][1300/1879] lr: 1.000e-03, eta: 10:22:51, time: 0.542, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3208, loss: 1.3208 2020-06-19 08:38:51,690 - mmaction - INFO - Epoch [78][1320/1879] lr: 1.000e-03, eta: 10:22:31, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.3863, loss: 1.3863 2020-06-19 08:39:02,728 - mmaction - INFO - Epoch [78][1340/1879] lr: 1.000e-03, eta: 10:22:11, time: 0.552, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2862, loss: 1.2862 2020-06-19 08:39:12,896 - mmaction - INFO - Epoch [78][1360/1879] lr: 1.000e-03, eta: 10:21:50, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.1146, loss: 1.1146 2020-06-19 08:39:23,214 - mmaction - INFO - Epoch [78][1380/1879] lr: 1.000e-03, eta: 10:21:30, time: 0.514, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2548, loss: 1.2548 2020-06-19 08:39:33,647 - mmaction - INFO - Epoch [78][1400/1879] lr: 1.000e-03, eta: 10:21:10, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2264, loss: 1.2264 2020-06-19 08:39:44,654 - mmaction - INFO - Epoch [78][1420/1879] lr: 1.000e-03, eta: 10:20:50, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0534, loss: 1.0534 2020-06-19 08:39:53,822 - mmaction - INFO - Epoch [78][1440/1879] lr: 1.000e-03, eta: 10:20:30, time: 0.459, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1098, loss: 1.1098 2020-06-19 08:40:05,285 - mmaction - INFO - Epoch [78][1460/1879] lr: 1.000e-03, eta: 10:20:10, time: 0.570, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1518, loss: 1.1518 2020-06-19 08:40:15,095 - mmaction - INFO - Epoch [78][1480/1879] lr: 1.000e-03, eta: 10:19:49, time: 0.492, data_time: 0.004, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8875, loss_cls: 1.3577, loss: 1.3577 2020-06-19 08:40:25,501 - mmaction - INFO - Epoch [78][1500/1879] lr: 1.000e-03, eta: 10:19:29, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3925, loss: 1.3925 2020-06-19 08:40:36,095 - mmaction - INFO - Epoch [78][1520/1879] lr: 1.000e-03, eta: 10:19:09, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.3688, loss: 1.3688 2020-06-19 08:40:46,535 - mmaction - INFO - Epoch [78][1540/1879] lr: 1.000e-03, eta: 10:18:49, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.5271, loss: 1.5271 2020-06-19 08:40:56,838 - mmaction - INFO - Epoch [78][1560/1879] lr: 1.000e-03, eta: 10:18:29, time: 0.513, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9713, loss: 0.9713 2020-06-19 08:41:06,483 - mmaction - INFO - Epoch [78][1580/1879] lr: 1.000e-03, eta: 10:18:09, time: 0.481, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8632, loss: 0.8632 2020-06-19 08:41:16,991 - mmaction - INFO - Epoch [78][1600/1879] lr: 1.000e-03, eta: 10:17:48, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1751, loss: 1.1751 2020-06-19 08:41:26,420 - mmaction - INFO - Epoch [78][1620/1879] lr: 1.000e-03, eta: 10:17:28, time: 0.470, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9125, loss_cls: 1.1548, loss: 1.1548 2020-06-19 08:41:37,275 - mmaction - INFO - Epoch [78][1640/1879] lr: 1.000e-03, eta: 10:17:08, time: 0.543, data_time: 0.004, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2821, loss: 1.2821 2020-06-19 08:41:47,125 - mmaction - INFO - Epoch [78][1660/1879] lr: 1.000e-03, eta: 10:16:48, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0452, loss: 1.0452 2020-06-19 08:41:57,126 - mmaction - INFO - Epoch [78][1680/1879] lr: 1.000e-03, eta: 10:16:28, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2185, loss: 1.2185 2020-06-19 08:42:07,426 - mmaction - INFO - Epoch [78][1700/1879] lr: 1.000e-03, eta: 10:16:07, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2247, loss: 1.2247 2020-06-19 08:42:17,442 - mmaction - INFO - Epoch [78][1720/1879] lr: 1.000e-03, eta: 10:15:47, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0047, loss: 1.0047 2020-06-19 08:42:27,225 - mmaction - INFO - Epoch [78][1740/1879] lr: 1.000e-03, eta: 10:15:27, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.0482, loss: 1.0482 2020-06-19 08:42:37,066 - mmaction - INFO - Epoch [78][1760/1879] lr: 1.000e-03, eta: 10:15:07, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2268, loss: 1.2268 2020-06-19 08:42:47,468 - mmaction - INFO - Epoch [78][1780/1879] lr: 1.000e-03, eta: 10:14:46, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.1784, loss: 1.1784 2020-06-19 08:42:57,443 - mmaction - INFO - Epoch [78][1800/1879] lr: 1.000e-03, eta: 10:14:26, time: 0.498, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1103, loss: 1.1103 2020-06-19 08:43:07,863 - mmaction - INFO - Epoch [78][1820/1879] lr: 1.000e-03, eta: 10:14:06, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9980, loss: 0.9980 2020-06-19 08:43:17,373 - mmaction - INFO - Epoch [78][1840/1879] lr: 1.000e-03, eta: 10:13:46, time: 0.477, data_time: 0.054, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3205, loss: 1.3205 2020-06-19 08:43:27,755 - mmaction - INFO - Epoch [78][1860/1879] lr: 1.000e-03, eta: 10:13:26, time: 0.517, data_time: 0.011, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2600, loss: 1.2600 2020-06-19 08:43:42,361 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-06-19 08:45:48,173 - mmaction - INFO - Epoch [79][20/1879] lr: 1.000e-03, eta: 10:13:19, time: 6.202, data_time: 5.658, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0670, loss: 1.0670 2020-06-19 08:45:58,469 - mmaction - INFO - Epoch [79][40/1879] lr: 1.000e-03, eta: 10:12:58, time: 0.515, data_time: 0.006, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9658, loss: 0.9658 2020-06-19 08:46:09,010 - mmaction - INFO - Epoch [79][60/1879] lr: 1.000e-03, eta: 10:12:38, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2341, loss: 1.2341 2020-06-19 08:46:19,183 - mmaction - INFO - Epoch [79][80/1879] lr: 1.000e-03, eta: 10:12:18, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0508, loss: 1.0508 2020-06-19 08:46:28,855 - mmaction - INFO - Epoch [79][100/1879] lr: 1.000e-03, eta: 10:11:58, time: 0.481, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2393, loss: 1.2393 2020-06-19 08:46:38,933 - mmaction - INFO - Epoch [79][120/1879] lr: 1.000e-03, eta: 10:11:38, time: 0.505, data_time: 0.003, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4972, loss: 1.4972 2020-06-19 08:46:48,838 - mmaction - INFO - Epoch [79][140/1879] lr: 1.000e-03, eta: 10:11:17, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2991, loss: 1.2991 2020-06-19 08:46:59,259 - mmaction - INFO - Epoch [79][160/1879] lr: 1.000e-03, eta: 10:10:57, time: 0.521, data_time: 0.045, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1314, loss: 1.1314 2020-06-19 08:47:08,719 - mmaction - INFO - Epoch [79][180/1879] lr: 1.000e-03, eta: 10:10:37, time: 0.474, data_time: 0.014, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1278, loss: 1.1278 2020-06-19 08:47:18,567 - mmaction - INFO - Epoch [79][200/1879] lr: 1.000e-03, eta: 10:10:17, time: 0.492, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1178, loss: 1.1178 2020-06-19 08:47:29,730 - mmaction - INFO - Epoch [79][220/1879] lr: 1.000e-03, eta: 10:09:57, time: 0.558, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0993, loss: 1.0993 2020-06-19 08:47:40,241 - mmaction - INFO - Epoch [79][240/1879] lr: 1.000e-03, eta: 10:09:37, time: 0.526, data_time: 0.021, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3945, loss: 1.3945 2020-06-19 08:47:49,975 - mmaction - INFO - Epoch [79][260/1879] lr: 1.000e-03, eta: 10:09:17, time: 0.487, data_time: 0.066, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.8186, loss: 0.8186 2020-06-19 08:47:59,771 - mmaction - INFO - Epoch [79][280/1879] lr: 1.000e-03, eta: 10:08:56, time: 0.488, data_time: 0.100, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1861, loss: 1.1861 2020-06-19 08:48:09,355 - mmaction - INFO - Epoch [79][300/1879] lr: 1.000e-03, eta: 10:08:36, time: 0.480, data_time: 0.017, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2432, loss: 1.2432 2020-06-19 08:48:19,812 - mmaction - INFO - Epoch [79][320/1879] lr: 1.000e-03, eta: 10:08:16, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.2369, loss: 1.2369 2020-06-19 08:48:30,055 - mmaction - INFO - Epoch [79][340/1879] lr: 1.000e-03, eta: 10:07:56, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.0696, loss: 1.0696 2020-06-19 08:48:39,987 - mmaction - INFO - Epoch [79][360/1879] lr: 1.000e-03, eta: 10:07:36, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.9314, loss: 0.9314 2020-06-19 08:48:49,654 - mmaction - INFO - Epoch [79][380/1879] lr: 1.000e-03, eta: 10:07:15, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0218, loss: 1.0218 2020-06-19 08:48:59,597 - mmaction - INFO - Epoch [79][400/1879] lr: 1.000e-03, eta: 10:06:55, time: 0.496, data_time: 0.020, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.1648, loss: 1.1648 2020-06-19 08:49:10,057 - mmaction - INFO - Epoch [79][420/1879] lr: 1.000e-03, eta: 10:06:35, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1144, loss: 1.1144 2020-06-19 08:49:20,241 - mmaction - INFO - Epoch [79][440/1879] lr: 1.000e-03, eta: 10:06:15, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4095, loss: 1.4095 2020-06-19 08:49:29,931 - mmaction - INFO - Epoch [79][460/1879] lr: 1.000e-03, eta: 10:05:55, time: 0.484, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2237, loss: 1.2237 2020-06-19 08:49:39,944 - mmaction - INFO - Epoch [79][480/1879] lr: 1.000e-03, eta: 10:05:35, time: 0.500, data_time: 0.074, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2318, loss: 1.2318 2020-06-19 08:49:50,193 - mmaction - INFO - Epoch [79][500/1879] lr: 1.000e-03, eta: 10:05:15, time: 0.513, data_time: 0.168, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.4039, loss: 1.4039 2020-06-19 08:49:59,834 - mmaction - INFO - Epoch [79][520/1879] lr: 1.000e-03, eta: 10:04:54, time: 0.481, data_time: 0.142, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.1605, loss: 1.1605 2020-06-19 08:50:09,701 - mmaction - INFO - Epoch [79][540/1879] lr: 1.000e-03, eta: 10:04:34, time: 0.496, data_time: 0.131, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8812, loss_cls: 0.9617, loss: 0.9617 2020-06-19 08:50:19,837 - mmaction - INFO - Epoch [79][560/1879] lr: 1.000e-03, eta: 10:04:14, time: 0.507, data_time: 0.082, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2826, loss: 1.2826 2020-06-19 08:50:30,564 - mmaction - INFO - Epoch [79][580/1879] lr: 1.000e-03, eta: 10:03:54, time: 0.534, data_time: 0.142, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8750, loss_cls: 1.3128, loss: 1.3128 2020-06-19 08:50:40,179 - mmaction - INFO - Epoch [79][600/1879] lr: 1.000e-03, eta: 10:03:34, time: 0.483, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.2107, loss: 1.2107 2020-06-19 08:50:50,531 - mmaction - INFO - Epoch [79][620/1879] lr: 1.000e-03, eta: 10:03:14, time: 0.517, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1333, loss: 1.1333 2020-06-19 08:51:00,058 - mmaction - INFO - Epoch [79][640/1879] lr: 1.000e-03, eta: 10:02:53, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2371, loss: 1.2371 2020-06-19 08:51:10,588 - mmaction - INFO - Epoch [79][660/1879] lr: 1.000e-03, eta: 10:02:33, time: 0.525, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2000, loss: 1.2000 2020-06-19 08:51:20,545 - mmaction - INFO - Epoch [79][680/1879] lr: 1.000e-03, eta: 10:02:13, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.1489, loss: 1.1489 2020-06-19 08:51:30,740 - mmaction - INFO - Epoch [79][700/1879] lr: 1.000e-03, eta: 10:01:53, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0992, loss: 1.0992 2020-06-19 08:51:40,809 - mmaction - INFO - Epoch [79][720/1879] lr: 1.000e-03, eta: 10:01:33, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.2059, loss: 1.2059 2020-06-19 08:51:50,055 - mmaction - INFO - Epoch [79][740/1879] lr: 1.000e-03, eta: 10:01:13, time: 0.464, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2387, loss: 1.2387 2020-06-19 08:52:00,702 - mmaction - INFO - Epoch [79][760/1879] lr: 1.000e-03, eta: 10:00:53, time: 0.530, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2830, loss: 1.2830 2020-06-19 08:52:10,592 - mmaction - INFO - Epoch [79][780/1879] lr: 1.000e-03, eta: 10:00:33, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2277, loss: 1.2277 2020-06-19 08:52:20,416 - mmaction - INFO - Epoch [79][800/1879] lr: 1.000e-03, eta: 10:00:13, time: 0.489, data_time: 0.008, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0556, loss: 1.0556 2020-06-19 08:52:31,052 - mmaction - INFO - Epoch [79][820/1879] lr: 1.000e-03, eta: 9:59:53, time: 0.533, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2452, loss: 1.2452 2020-06-19 08:52:40,295 - mmaction - INFO - Epoch [79][840/1879] lr: 1.000e-03, eta: 9:59:32, time: 0.463, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1568, loss: 1.1568 2020-06-19 08:52:50,707 - mmaction - INFO - Epoch [79][860/1879] lr: 1.000e-03, eta: 9:59:12, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2485, loss: 1.2485 2020-06-19 08:53:00,878 - mmaction - INFO - Epoch [79][880/1879] lr: 1.000e-03, eta: 9:58:52, time: 0.508, data_time: 0.057, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1881, loss: 1.1881 2020-06-19 08:53:10,684 - mmaction - INFO - Epoch [79][900/1879] lr: 1.000e-03, eta: 9:58:32, time: 0.491, data_time: 0.147, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 0.9766, loss: 0.9766 2020-06-19 08:53:20,853 - mmaction - INFO - Epoch [79][920/1879] lr: 1.000e-03, eta: 9:58:12, time: 0.509, data_time: 0.167, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.2671, loss: 1.2671 2020-06-19 08:53:30,688 - mmaction - INFO - Epoch [79][940/1879] lr: 1.000e-03, eta: 9:57:52, time: 0.491, data_time: 0.143, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2268, loss: 1.2268 2020-06-19 08:53:41,218 - mmaction - INFO - Epoch [79][960/1879] lr: 1.000e-03, eta: 9:57:32, time: 0.526, data_time: 0.082, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0861, loss: 1.0861 2020-06-19 08:53:50,551 - mmaction - INFO - Epoch [79][980/1879] lr: 1.000e-03, eta: 9:57:12, time: 0.469, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3213, loss: 1.3213 2020-06-19 08:54:00,772 - mmaction - INFO - Epoch [79][1000/1879] lr: 1.000e-03, eta: 9:56:52, time: 0.509, data_time: 0.161, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2631, loss: 1.2631 2020-06-19 08:54:11,156 - mmaction - INFO - Epoch [79][1020/1879] lr: 1.000e-03, eta: 9:56:32, time: 0.521, data_time: 0.105, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1038, loss: 1.1038 2020-06-19 08:54:21,813 - mmaction - INFO - Epoch [79][1040/1879] lr: 1.000e-03, eta: 9:56:12, time: 0.532, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2725, loss: 1.2725 2020-06-19 08:54:30,961 - mmaction - INFO - Epoch [79][1060/1879] lr: 1.000e-03, eta: 9:55:51, time: 0.457, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1135, loss: 1.1135 2020-06-19 08:54:41,698 - mmaction - INFO - Epoch [79][1080/1879] lr: 1.000e-03, eta: 9:55:32, time: 0.536, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9098, loss: 0.9098 2020-06-19 08:54:51,359 - mmaction - INFO - Epoch [79][1100/1879] lr: 1.000e-03, eta: 9:55:11, time: 0.484, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3668, loss: 1.3668 2020-06-19 08:55:02,158 - mmaction - INFO - Epoch [79][1120/1879] lr: 1.000e-03, eta: 9:54:52, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9313, loss_cls: 1.0609, loss: 1.0609 2020-06-19 08:55:11,689 - mmaction - INFO - Epoch [79][1140/1879] lr: 1.000e-03, eta: 9:54:31, time: 0.476, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0162, loss: 1.0162 2020-06-19 08:55:22,144 - mmaction - INFO - Epoch [79][1160/1879] lr: 1.000e-03, eta: 9:54:11, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8438, loss_cls: 1.2830, loss: 1.2830 2020-06-19 08:55:32,257 - mmaction - INFO - Epoch [79][1180/1879] lr: 1.000e-03, eta: 9:53:51, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2157, loss: 1.2157 2020-06-19 08:55:42,224 - mmaction - INFO - Epoch [79][1200/1879] lr: 1.000e-03, eta: 9:53:31, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2399, loss: 1.2399 2020-06-19 08:55:52,169 - mmaction - INFO - Epoch [79][1220/1879] lr: 1.000e-03, eta: 9:53:11, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8438, loss_cls: 1.1472, loss: 1.1472 2020-06-19 08:56:02,301 - mmaction - INFO - Epoch [79][1240/1879] lr: 1.000e-03, eta: 9:52:51, time: 0.506, data_time: 0.036, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1485, loss: 1.1485 2020-06-19 08:56:12,490 - mmaction - INFO - Epoch [79][1260/1879] lr: 1.000e-03, eta: 9:52:31, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2648, loss: 1.2648 2020-06-19 08:56:22,080 - mmaction - INFO - Epoch [79][1280/1879] lr: 1.000e-03, eta: 9:52:11, time: 0.480, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1848, loss: 1.1848 2020-06-19 08:56:32,680 - mmaction - INFO - Epoch [79][1300/1879] lr: 1.000e-03, eta: 9:51:51, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9556, loss: 0.9556 2020-06-19 08:56:42,786 - mmaction - INFO - Epoch [79][1320/1879] lr: 1.000e-03, eta: 9:51:31, time: 0.505, data_time: 0.004, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2332, loss: 1.2332 2020-06-19 08:56:53,123 - mmaction - INFO - Epoch [79][1340/1879] lr: 1.000e-03, eta: 9:51:11, time: 0.519, data_time: 0.005, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.4034, loss: 1.4034 2020-06-19 08:57:02,742 - mmaction - INFO - Epoch [79][1360/1879] lr: 1.000e-03, eta: 9:50:51, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0830, loss: 1.0830 2020-06-19 08:57:13,085 - mmaction - INFO - Epoch [79][1380/1879] lr: 1.000e-03, eta: 9:50:31, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.3356, loss: 1.3356 2020-06-19 08:57:23,016 - mmaction - INFO - Epoch [79][1400/1879] lr: 1.000e-03, eta: 9:50:11, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0443, loss: 1.0443 2020-06-19 08:57:33,402 - mmaction - INFO - Epoch [79][1420/1879] lr: 1.000e-03, eta: 9:49:51, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1043, loss: 1.1043 2020-06-19 08:57:43,510 - mmaction - INFO - Epoch [79][1440/1879] lr: 1.000e-03, eta: 9:49:31, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0325, loss: 1.0325 2020-06-19 08:57:53,652 - mmaction - INFO - Epoch [79][1460/1879] lr: 1.000e-03, eta: 9:49:11, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1765, loss: 1.1765 2020-06-19 08:58:03,833 - mmaction - INFO - Epoch [79][1480/1879] lr: 1.000e-03, eta: 9:48:51, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3464, loss: 1.3464 2020-06-19 08:58:13,572 - mmaction - INFO - Epoch [79][1500/1879] lr: 1.000e-03, eta: 9:48:31, time: 0.486, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1527, loss: 1.1527 2020-06-19 08:58:23,166 - mmaction - INFO - Epoch [79][1520/1879] lr: 1.000e-03, eta: 9:48:11, time: 0.482, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3047, loss: 1.3047 2020-06-19 08:58:34,170 - mmaction - INFO - Epoch [79][1540/1879] lr: 1.000e-03, eta: 9:47:51, time: 0.548, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2623, loss: 1.2623 2020-06-19 08:58:43,472 - mmaction - INFO - Epoch [79][1560/1879] lr: 1.000e-03, eta: 9:47:31, time: 0.465, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0166, loss: 1.0166 2020-06-19 08:58:53,579 - mmaction - INFO - Epoch [79][1580/1879] lr: 1.000e-03, eta: 9:47:11, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1758, loss: 1.1758 2020-06-19 08:59:03,893 - mmaction - INFO - Epoch [79][1600/1879] lr: 1.000e-03, eta: 9:46:51, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3567, loss: 1.3567 2020-06-19 08:59:14,027 - mmaction - INFO - Epoch [79][1620/1879] lr: 1.000e-03, eta: 9:46:31, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1474, loss: 1.1474 2020-06-19 08:59:24,818 - mmaction - INFO - Epoch [79][1640/1879] lr: 1.000e-03, eta: 9:46:12, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0866, loss: 1.0866 2020-06-19 08:59:35,368 - mmaction - INFO - Epoch [79][1660/1879] lr: 1.000e-03, eta: 9:45:52, time: 0.528, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0399, loss: 1.0399 2020-06-19 08:59:44,893 - mmaction - INFO - Epoch [79][1680/1879] lr: 1.000e-03, eta: 9:45:32, time: 0.478, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 0.9609, loss: 0.9609 2020-06-19 08:59:54,496 - mmaction - INFO - Epoch [79][1700/1879] lr: 1.000e-03, eta: 9:45:12, time: 0.481, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8438, loss_cls: 1.2501, loss: 1.2501 2020-06-19 09:00:07,783 - mmaction - INFO - Epoch [79][1720/1879] lr: 1.000e-03, eta: 9:44:53, time: 0.663, data_time: 0.001, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3449, loss: 1.3449 2020-06-19 09:00:17,666 - mmaction - INFO - Epoch [79][1740/1879] lr: 1.000e-03, eta: 9:44:33, time: 0.495, data_time: 0.013, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9659, loss: 0.9659 2020-06-19 09:00:27,392 - mmaction - INFO - Epoch [79][1760/1879] lr: 1.000e-03, eta: 9:44:13, time: 0.486, data_time: 0.031, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9760, loss: 0.9760 2020-06-19 09:00:37,863 - mmaction - INFO - Epoch [79][1780/1879] lr: 1.000e-03, eta: 9:43:53, time: 0.523, data_time: 0.181, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1882, loss: 1.1882 2020-06-19 09:00:47,474 - mmaction - INFO - Epoch [79][1800/1879] lr: 1.000e-03, eta: 9:43:33, time: 0.483, data_time: 0.088, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3319, loss: 1.3319 2020-06-19 09:00:57,555 - mmaction - INFO - Epoch [79][1820/1879] lr: 1.000e-03, eta: 9:43:13, time: 0.504, data_time: 0.030, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0694, loss: 1.0694 2020-06-19 09:01:07,677 - mmaction - INFO - Epoch [79][1840/1879] lr: 1.000e-03, eta: 9:42:53, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0479, loss: 1.0479 2020-06-19 09:01:17,909 - mmaction - INFO - Epoch [79][1860/1879] lr: 1.000e-03, eta: 9:42:33, time: 0.510, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1533, loss: 1.1533 2020-06-19 09:01:33,623 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-06-19 09:03:45,244 - mmaction - INFO - Epoch [80][20/1879] lr: 1.000e-03, eta: 9:42:26, time: 6.550, data_time: 6.026, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2583, loss: 1.2583 2020-06-19 09:03:55,437 - mmaction - INFO - Epoch [80][40/1879] lr: 1.000e-03, eta: 9:42:07, time: 0.510, data_time: 0.006, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.4189, loss: 1.4189 2020-06-19 09:04:05,330 - mmaction - INFO - Epoch [80][60/1879] lr: 1.000e-03, eta: 9:41:47, time: 0.494, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1254, loss: 1.1254 2020-06-19 09:04:15,400 - mmaction - INFO - Epoch [80][80/1879] lr: 1.000e-03, eta: 9:41:27, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1836, loss: 1.1836 2020-06-19 09:04:25,666 - mmaction - INFO - Epoch [80][100/1879] lr: 1.000e-03, eta: 9:41:07, time: 0.513, data_time: 0.004, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1117, loss: 1.1117 2020-06-19 09:04:35,144 - mmaction - INFO - Epoch [80][120/1879] lr: 1.000e-03, eta: 9:40:47, time: 0.477, data_time: 0.004, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0755, loss: 1.0755 2020-06-19 09:04:45,264 - mmaction - INFO - Epoch [80][140/1879] lr: 1.000e-03, eta: 9:40:27, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.2013, loss: 1.2013 2020-06-19 09:04:55,524 - mmaction - INFO - Epoch [80][160/1879] lr: 1.000e-03, eta: 9:40:07, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 0.9940, loss: 0.9940 2020-06-19 09:05:06,602 - mmaction - INFO - Epoch [80][180/1879] lr: 1.000e-03, eta: 9:39:47, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1796, loss: 1.1796 2020-06-19 09:05:16,994 - mmaction - INFO - Epoch [80][200/1879] lr: 1.000e-03, eta: 9:39:27, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.0995, loss: 1.0995 2020-06-19 09:05:26,729 - mmaction - INFO - Epoch [80][220/1879] lr: 1.000e-03, eta: 9:39:07, time: 0.483, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1930, loss: 1.1930 2020-06-19 09:05:36,238 - mmaction - INFO - Epoch [80][240/1879] lr: 1.000e-03, eta: 9:38:47, time: 0.476, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1944, loss: 1.1944 2020-06-19 09:05:47,421 - mmaction - INFO - Epoch [80][260/1879] lr: 1.000e-03, eta: 9:38:28, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9568, loss: 0.9568 2020-06-19 09:05:57,051 - mmaction - INFO - Epoch [80][280/1879] lr: 1.000e-03, eta: 9:38:08, time: 0.480, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2494, loss: 1.2494 2020-06-19 09:06:07,222 - mmaction - INFO - Epoch [80][300/1879] lr: 1.000e-03, eta: 9:37:48, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.0885, loss: 1.0885 2020-06-19 09:06:17,594 - mmaction - INFO - Epoch [80][320/1879] lr: 1.000e-03, eta: 9:37:28, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.2138, loss: 1.2138 2020-06-19 09:06:27,477 - mmaction - INFO - Epoch [80][340/1879] lr: 1.000e-03, eta: 9:37:08, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9062, loss_cls: 0.8910, loss: 0.8910 2020-06-19 09:06:37,046 - mmaction - INFO - Epoch [80][360/1879] lr: 1.000e-03, eta: 9:36:48, time: 0.479, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0323, loss: 1.0323 2020-06-19 09:06:46,845 - mmaction - INFO - Epoch [80][380/1879] lr: 1.000e-03, eta: 9:36:28, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9647, loss: 0.9647 2020-06-19 09:06:56,779 - mmaction - INFO - Epoch [80][400/1879] lr: 1.000e-03, eta: 9:36:08, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1491, loss: 1.1491 2020-06-19 09:07:07,032 - mmaction - INFO - Epoch [80][420/1879] lr: 1.000e-03, eta: 9:35:48, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4166, loss: 1.4166 2020-06-19 09:07:17,507 - mmaction - INFO - Epoch [80][440/1879] lr: 1.000e-03, eta: 9:35:28, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2494, loss: 1.2494 2020-06-19 09:07:27,379 - mmaction - INFO - Epoch [80][460/1879] lr: 1.000e-03, eta: 9:35:08, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0565, loss: 1.0565 2020-06-19 09:07:37,001 - mmaction - INFO - Epoch [80][480/1879] lr: 1.000e-03, eta: 9:34:48, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.1128, loss: 1.1128 2020-06-19 09:07:47,505 - mmaction - INFO - Epoch [80][500/1879] lr: 1.000e-03, eta: 9:34:29, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3742, loss: 1.3742 2020-06-19 09:07:57,248 - mmaction - INFO - Epoch [80][520/1879] lr: 1.000e-03, eta: 9:34:09, time: 0.489, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1309, loss: 1.1309 2020-06-19 09:08:06,968 - mmaction - INFO - Epoch [80][540/1879] lr: 1.000e-03, eta: 9:33:49, time: 0.484, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.8804, loss: 0.8804 2020-06-19 09:08:17,492 - mmaction - INFO - Epoch [80][560/1879] lr: 1.000e-03, eta: 9:33:29, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9534, loss: 0.9534 2020-06-19 09:08:27,158 - mmaction - INFO - Epoch [80][580/1879] lr: 1.000e-03, eta: 9:33:09, time: 0.483, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.3219, loss: 1.3219 2020-06-19 09:08:37,734 - mmaction - INFO - Epoch [80][600/1879] lr: 1.000e-03, eta: 9:32:49, time: 0.530, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0061, loss: 1.0061 2020-06-19 09:08:47,764 - mmaction - INFO - Epoch [80][620/1879] lr: 1.000e-03, eta: 9:32:29, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0375, loss: 1.0375 2020-06-19 09:08:57,841 - mmaction - INFO - Epoch [80][640/1879] lr: 1.000e-03, eta: 9:32:09, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1066, loss: 1.1066 2020-06-19 09:09:08,016 - mmaction - INFO - Epoch [80][660/1879] lr: 1.000e-03, eta: 9:31:50, time: 0.507, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4221, loss: 1.4221 2020-06-19 09:09:17,653 - mmaction - INFO - Epoch [80][680/1879] lr: 1.000e-03, eta: 9:31:30, time: 0.483, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3148, loss: 1.3148 2020-06-19 09:09:28,227 - mmaction - INFO - Epoch [80][700/1879] lr: 1.000e-03, eta: 9:31:10, time: 0.530, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2072, loss: 1.2072 2020-06-19 09:09:37,236 - mmaction - INFO - Epoch [80][720/1879] lr: 1.000e-03, eta: 9:30:50, time: 0.448, data_time: 0.009, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 0.9825, loss: 0.9825 2020-06-19 09:09:47,763 - mmaction - INFO - Epoch [80][740/1879] lr: 1.000e-03, eta: 9:30:30, time: 0.527, data_time: 0.016, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9062, loss_cls: 0.8993, loss: 0.8993 2020-06-19 09:09:57,435 - mmaction - INFO - Epoch [80][760/1879] lr: 1.000e-03, eta: 9:30:10, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2219, loss: 1.2219 2020-06-19 09:10:07,682 - mmaction - INFO - Epoch [80][780/1879] lr: 1.000e-03, eta: 9:29:50, time: 0.511, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4497, loss: 1.4497 2020-06-19 09:10:18,112 - mmaction - INFO - Epoch [80][800/1879] lr: 1.000e-03, eta: 9:29:31, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9698, loss: 0.9698 2020-06-19 09:10:27,873 - mmaction - INFO - Epoch [80][820/1879] lr: 1.000e-03, eta: 9:29:11, time: 0.489, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1420, loss: 1.1420 2020-06-19 09:10:38,450 - mmaction - INFO - Epoch [80][840/1879] lr: 1.000e-03, eta: 9:28:51, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5732, loss: 1.5732 2020-06-19 09:10:48,209 - mmaction - INFO - Epoch [80][860/1879] lr: 1.000e-03, eta: 9:28:31, time: 0.489, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3794, loss: 1.3794 2020-06-19 09:10:58,509 - mmaction - INFO - Epoch [80][880/1879] lr: 1.000e-03, eta: 9:28:11, time: 0.512, data_time: 0.051, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3252, loss: 1.3252 2020-06-19 09:11:08,817 - mmaction - INFO - Epoch [80][900/1879] lr: 1.000e-03, eta: 9:27:52, time: 0.518, data_time: 0.085, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2593, loss: 1.2593 2020-06-19 09:11:18,615 - mmaction - INFO - Epoch [80][920/1879] lr: 1.000e-03, eta: 9:27:32, time: 0.491, data_time: 0.147, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1177, loss: 1.1177 2020-06-19 09:11:28,275 - mmaction - INFO - Epoch [80][940/1879] lr: 1.000e-03, eta: 9:27:12, time: 0.482, data_time: 0.093, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9741, loss: 0.9741 2020-06-19 09:11:38,405 - mmaction - INFO - Epoch [80][960/1879] lr: 1.000e-03, eta: 9:26:52, time: 0.506, data_time: 0.069, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.8984, loss: 0.8984 2020-06-19 09:11:48,162 - mmaction - INFO - Epoch [80][980/1879] lr: 1.000e-03, eta: 9:26:32, time: 0.488, data_time: 0.009, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9187, loss_cls: 1.0586, loss: 1.0586 2020-06-19 09:11:58,362 - mmaction - INFO - Epoch [80][1000/1879] lr: 1.000e-03, eta: 9:26:12, time: 0.512, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8500, loss_cls: 1.2540, loss: 1.2540 2020-06-19 09:12:08,225 - mmaction - INFO - Epoch [80][1020/1879] lr: 1.000e-03, eta: 9:25:52, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0743, loss: 1.0743 2020-06-19 09:12:18,434 - mmaction - INFO - Epoch [80][1040/1879] lr: 1.000e-03, eta: 9:25:33, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1347, loss: 1.1347 2020-06-19 09:12:28,036 - mmaction - INFO - Epoch [80][1060/1879] lr: 1.000e-03, eta: 9:25:13, time: 0.482, data_time: 0.004, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8500, loss_cls: 1.1768, loss: 1.1768 2020-06-19 09:12:38,007 - mmaction - INFO - Epoch [80][1080/1879] lr: 1.000e-03, eta: 9:24:53, time: 0.498, data_time: 0.009, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3614, loss: 1.3614 2020-06-19 09:12:48,382 - mmaction - INFO - Epoch [80][1100/1879] lr: 1.000e-03, eta: 9:24:33, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1758, loss: 1.1758 2020-06-19 09:12:58,650 - mmaction - INFO - Epoch [80][1120/1879] lr: 1.000e-03, eta: 9:24:13, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9890, loss: 0.9890 2020-06-19 09:13:09,015 - mmaction - INFO - Epoch [80][1140/1879] lr: 1.000e-03, eta: 9:23:54, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8500, loss_cls: 1.2391, loss: 1.2391 2020-06-19 09:13:19,064 - mmaction - INFO - Epoch [80][1160/1879] lr: 1.000e-03, eta: 9:23:34, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0969, loss: 1.0969 2020-06-19 09:13:28,894 - mmaction - INFO - Epoch [80][1180/1879] lr: 1.000e-03, eta: 9:23:14, time: 0.493, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.1256, loss: 1.1256 2020-06-19 09:13:38,400 - mmaction - INFO - Epoch [80][1200/1879] lr: 1.000e-03, eta: 9:22:54, time: 0.474, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2593, loss: 1.2593 2020-06-19 09:13:49,138 - mmaction - INFO - Epoch [80][1220/1879] lr: 1.000e-03, eta: 9:22:34, time: 0.537, data_time: 0.030, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8313, loss_cls: 1.3269, loss: 1.3269 2020-06-19 09:13:59,388 - mmaction - INFO - Epoch [80][1240/1879] lr: 1.000e-03, eta: 9:22:15, time: 0.515, data_time: 0.145, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0198, loss: 1.0198 2020-06-19 09:14:09,109 - mmaction - INFO - Epoch [80][1260/1879] lr: 1.000e-03, eta: 9:21:55, time: 0.485, data_time: 0.081, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2809, loss: 1.2809 2020-06-19 09:14:19,484 - mmaction - INFO - Epoch [80][1280/1879] lr: 1.000e-03, eta: 9:21:35, time: 0.517, data_time: 0.044, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1213, loss: 1.1213 2020-06-19 09:14:29,568 - mmaction - INFO - Epoch [80][1300/1879] lr: 1.000e-03, eta: 9:21:15, time: 0.506, data_time: 0.054, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0316, loss: 1.0316 2020-06-19 09:14:39,651 - mmaction - INFO - Epoch [80][1320/1879] lr: 1.000e-03, eta: 9:20:56, time: 0.504, data_time: 0.062, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0697, loss: 1.0697 2020-06-19 09:14:49,598 - mmaction - INFO - Epoch [80][1340/1879] lr: 1.000e-03, eta: 9:20:36, time: 0.497, data_time: 0.024, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2289, loss: 1.2289 2020-06-19 09:14:59,573 - mmaction - INFO - Epoch [80][1360/1879] lr: 1.000e-03, eta: 9:20:16, time: 0.498, data_time: 0.014, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1915, loss: 1.1915 2020-06-19 09:15:10,323 - mmaction - INFO - Epoch [80][1380/1879] lr: 1.000e-03, eta: 9:19:56, time: 0.539, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3124, loss: 1.3124 2020-06-19 09:15:20,972 - mmaction - INFO - Epoch [80][1400/1879] lr: 1.000e-03, eta: 9:19:37, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1112, loss: 1.1112 2020-06-19 09:15:30,428 - mmaction - INFO - Epoch [80][1420/1879] lr: 1.000e-03, eta: 9:19:17, time: 0.473, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8575, loss: 0.8575 2020-06-19 09:15:40,941 - mmaction - INFO - Epoch [80][1440/1879] lr: 1.000e-03, eta: 9:18:57, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9091, loss: 0.9091 2020-06-19 09:15:50,291 - mmaction - INFO - Epoch [80][1460/1879] lr: 1.000e-03, eta: 9:18:37, time: 0.466, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2129, loss: 1.2129 2020-06-19 09:16:00,966 - mmaction - INFO - Epoch [80][1480/1879] lr: 1.000e-03, eta: 9:18:18, time: 0.535, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 1.0029, loss: 1.0029 2020-06-19 09:16:10,640 - mmaction - INFO - Epoch [80][1500/1879] lr: 1.000e-03, eta: 9:17:58, time: 0.485, data_time: 0.055, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9486, loss: 0.9486 2020-06-19 09:16:21,343 - mmaction - INFO - Epoch [80][1520/1879] lr: 1.000e-03, eta: 9:17:38, time: 0.534, data_time: 0.098, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0944, loss: 1.0944 2020-06-19 09:16:31,348 - mmaction - INFO - Epoch [80][1540/1879] lr: 1.000e-03, eta: 9:17:19, time: 0.501, data_time: 0.148, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3435, loss: 1.3435 2020-06-19 09:16:40,538 - mmaction - INFO - Epoch [80][1560/1879] lr: 1.000e-03, eta: 9:16:59, time: 0.458, data_time: 0.108, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2372, loss: 1.2372 2020-06-19 09:16:51,086 - mmaction - INFO - Epoch [80][1580/1879] lr: 1.000e-03, eta: 9:16:39, time: 0.529, data_time: 0.073, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2341, loss: 1.2341 2020-06-19 09:17:00,998 - mmaction - INFO - Epoch [80][1600/1879] lr: 1.000e-03, eta: 9:16:19, time: 0.495, data_time: 0.085, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1382, loss: 1.1382 2020-06-19 09:17:10,444 - mmaction - INFO - Epoch [80][1620/1879] lr: 1.000e-03, eta: 9:15:59, time: 0.472, data_time: 0.081, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3072, loss: 1.3072 2020-06-19 09:17:20,568 - mmaction - INFO - Epoch [80][1640/1879] lr: 1.000e-03, eta: 9:15:40, time: 0.505, data_time: 0.017, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2487, loss: 1.2487 2020-06-19 09:17:30,860 - mmaction - INFO - Epoch [80][1660/1879] lr: 1.000e-03, eta: 9:15:20, time: 0.516, data_time: 0.007, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0818, loss: 1.0818 2020-06-19 09:17:40,971 - mmaction - INFO - Epoch [80][1680/1879] lr: 1.000e-03, eta: 9:15:00, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1678, loss: 1.1678 2020-06-19 09:17:50,983 - mmaction - INFO - Epoch [80][1700/1879] lr: 1.000e-03, eta: 9:14:41, time: 0.501, data_time: 0.125, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2527, loss: 1.2527 2020-06-19 09:18:01,920 - mmaction - INFO - Epoch [80][1720/1879] lr: 1.000e-03, eta: 9:14:21, time: 0.545, data_time: 0.055, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0452, loss: 1.0452 2020-06-19 09:18:11,494 - mmaction - INFO - Epoch [80][1740/1879] lr: 1.000e-03, eta: 9:14:01, time: 0.479, data_time: 0.007, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2644, loss: 1.2644 2020-06-19 09:18:21,362 - mmaction - INFO - Epoch [80][1760/1879] lr: 1.000e-03, eta: 9:13:42, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9375, loss_cls: 0.8022, loss: 0.8022 2020-06-19 09:18:31,354 - mmaction - INFO - Epoch [80][1780/1879] lr: 1.000e-03, eta: 9:13:22, time: 0.499, data_time: 0.020, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1911, loss: 1.1911 2020-06-19 09:18:41,846 - mmaction - INFO - Epoch [80][1800/1879] lr: 1.000e-03, eta: 9:13:02, time: 0.524, data_time: 0.054, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.1083, loss: 1.1083 2020-06-19 09:18:51,677 - mmaction - INFO - Epoch [80][1820/1879] lr: 1.000e-03, eta: 9:12:42, time: 0.494, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.0999, loss: 1.0999 2020-06-19 09:19:01,854 - mmaction - INFO - Epoch [80][1840/1879] lr: 1.000e-03, eta: 9:12:23, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2281, loss: 1.2281 2020-06-19 09:19:11,799 - mmaction - INFO - Epoch [80][1860/1879] lr: 1.000e-03, eta: 9:12:03, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2251, loss: 1.2251 2020-06-19 09:19:25,607 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-06-19 09:21:10,721 - mmaction - INFO - Epoch [81][20/1879] lr: 1.000e-04, eta: 9:11:48, time: 5.229, data_time: 4.655, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3015, loss: 1.3015 2020-06-19 09:21:20,289 - mmaction - INFO - Epoch [81][40/1879] lr: 1.000e-04, eta: 9:11:28, time: 0.480, data_time: 0.015, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2215, loss: 1.2215 2020-06-19 09:21:30,656 - mmaction - INFO - Epoch [81][60/1879] lr: 1.000e-04, eta: 9:11:09, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.2146, loss: 1.2146 2020-06-19 09:21:41,088 - mmaction - INFO - Epoch [81][80/1879] lr: 1.000e-04, eta: 9:10:49, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.3778, loss: 1.3778 2020-06-19 09:21:50,946 - mmaction - INFO - Epoch [81][100/1879] lr: 1.000e-04, eta: 9:10:29, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1568, loss: 1.1568 2020-06-19 09:22:01,280 - mmaction - INFO - Epoch [81][120/1879] lr: 1.000e-04, eta: 9:10:10, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3480, loss: 1.3480 2020-06-19 09:22:11,212 - mmaction - INFO - Epoch [81][140/1879] lr: 1.000e-04, eta: 9:09:50, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 0.9378, loss: 0.9378 2020-06-19 09:22:20,902 - mmaction - INFO - Epoch [81][160/1879] lr: 1.000e-04, eta: 9:09:30, time: 0.486, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1191, loss: 1.1191 2020-06-19 09:22:31,215 - mmaction - INFO - Epoch [81][180/1879] lr: 1.000e-04, eta: 9:09:10, time: 0.514, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0737, loss: 1.0737 2020-06-19 09:22:41,787 - mmaction - INFO - Epoch [81][200/1879] lr: 1.000e-04, eta: 9:08:51, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9125, loss_cls: 0.7786, loss: 0.7786 2020-06-19 09:23:22,948 - mmaction - INFO - Epoch [81][220/1879] lr: 1.000e-04, eta: 9:08:40, time: 2.056, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0628, loss: 1.0628 2020-06-19 09:23:33,170 - mmaction - INFO - Epoch [81][240/1879] lr: 1.000e-04, eta: 9:08:20, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2344, loss: 1.2344 2020-06-19 09:23:44,471 - mmaction - INFO - Epoch [81][260/1879] lr: 1.000e-04, eta: 9:08:01, time: 0.565, data_time: 0.030, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9107, loss: 0.9107 2020-06-19 09:23:54,256 - mmaction - INFO - Epoch [81][280/1879] lr: 1.000e-04, eta: 9:07:41, time: 0.490, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8500, loss_cls: 1.2888, loss: 1.2888 2020-06-19 09:24:04,015 - mmaction - INFO - Epoch [81][300/1879] lr: 1.000e-04, eta: 9:07:21, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1308, loss: 1.1308 2020-06-19 09:24:14,726 - mmaction - INFO - Epoch [81][320/1879] lr: 1.000e-04, eta: 9:07:02, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2539, loss: 1.2539 2020-06-19 09:24:24,519 - mmaction - INFO - Epoch [81][340/1879] lr: 1.000e-04, eta: 9:06:42, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2313, loss: 1.2313 2020-06-19 09:24:34,429 - mmaction - INFO - Epoch [81][360/1879] lr: 1.000e-04, eta: 9:06:22, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2537, loss: 1.2537 2020-06-19 09:24:44,505 - mmaction - INFO - Epoch [81][380/1879] lr: 1.000e-04, eta: 9:06:03, time: 0.503, data_time: 0.048, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1314, loss: 1.1314 2020-06-19 09:24:54,893 - mmaction - INFO - Epoch [81][400/1879] lr: 1.000e-04, eta: 9:05:43, time: 0.520, data_time: 0.107, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.1630, loss: 1.1630 2020-06-19 09:25:05,024 - mmaction - INFO - Epoch [81][420/1879] lr: 1.000e-04, eta: 9:05:23, time: 0.507, data_time: 0.042, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2454, loss: 1.2454 2020-06-19 09:25:14,931 - mmaction - INFO - Epoch [81][440/1879] lr: 1.000e-04, eta: 9:05:04, time: 0.493, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0648, loss: 1.0648 2020-06-19 09:25:25,316 - mmaction - INFO - Epoch [81][460/1879] lr: 1.000e-04, eta: 9:04:44, time: 0.520, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.0397, loss: 1.0397 2020-06-19 09:25:35,284 - mmaction - INFO - Epoch [81][480/1879] lr: 1.000e-04, eta: 9:04:24, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1331, loss: 1.1331 2020-06-19 09:25:45,348 - mmaction - INFO - Epoch [81][500/1879] lr: 1.000e-04, eta: 9:04:05, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0022, loss: 1.0022 2020-06-19 09:25:54,946 - mmaction - INFO - Epoch [81][520/1879] lr: 1.000e-04, eta: 9:03:45, time: 0.481, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1109, loss: 1.1109 2020-06-19 09:26:05,796 - mmaction - INFO - Epoch [81][540/1879] lr: 1.000e-04, eta: 9:03:26, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.2264, loss: 1.2264 2020-06-19 09:26:16,979 - mmaction - INFO - Epoch [81][560/1879] lr: 1.000e-04, eta: 9:03:06, time: 0.561, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.1952, loss: 1.1952 2020-06-19 09:26:26,198 - mmaction - INFO - Epoch [81][580/1879] lr: 1.000e-04, eta: 9:02:46, time: 0.459, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1718, loss: 1.1718 2020-06-19 09:26:36,637 - mmaction - INFO - Epoch [81][600/1879] lr: 1.000e-04, eta: 9:02:27, time: 0.523, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9657, loss: 0.9657 2020-06-19 09:26:47,027 - mmaction - INFO - Epoch [81][620/1879] lr: 1.000e-04, eta: 9:02:07, time: 0.520, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0130, loss: 1.0130 2020-06-19 09:26:56,627 - mmaction - INFO - Epoch [81][640/1879] lr: 1.000e-04, eta: 9:01:48, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2470, loss: 1.2470 2020-06-19 09:27:06,917 - mmaction - INFO - Epoch [81][660/1879] lr: 1.000e-04, eta: 9:01:28, time: 0.515, data_time: 0.021, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9919, loss: 0.9919 2020-06-19 09:27:17,022 - mmaction - INFO - Epoch [81][680/1879] lr: 1.000e-04, eta: 9:01:09, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0349, loss: 1.0349 2020-06-19 09:27:27,000 - mmaction - INFO - Epoch [81][700/1879] lr: 1.000e-04, eta: 9:00:49, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9563, loss_cls: 0.9294, loss: 0.9294 2020-06-19 09:27:37,748 - mmaction - INFO - Epoch [81][720/1879] lr: 1.000e-04, eta: 9:00:29, time: 0.536, data_time: 0.042, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0639, loss: 1.0639 2020-06-19 09:27:47,838 - mmaction - INFO - Epoch [81][740/1879] lr: 1.000e-04, eta: 9:00:10, time: 0.504, data_time: 0.016, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1015, loss: 1.1015 2020-06-19 09:27:57,507 - mmaction - INFO - Epoch [81][760/1879] lr: 1.000e-04, eta: 8:59:50, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3302, loss: 1.3302 2020-06-19 09:28:08,042 - mmaction - INFO - Epoch [81][780/1879] lr: 1.000e-04, eta: 8:59:31, time: 0.525, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0418, loss: 1.0418 2020-06-19 09:28:17,600 - mmaction - INFO - Epoch [81][800/1879] lr: 1.000e-04, eta: 8:59:11, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1578, loss: 1.1578 2020-06-19 09:28:27,579 - mmaction - INFO - Epoch [81][820/1879] lr: 1.000e-04, eta: 8:58:51, time: 0.497, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0998, loss: 1.0998 2020-06-19 09:28:37,712 - mmaction - INFO - Epoch [81][840/1879] lr: 1.000e-04, eta: 8:58:32, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9527, loss: 0.9527 2020-06-19 09:28:47,832 - mmaction - INFO - Epoch [81][860/1879] lr: 1.000e-04, eta: 8:58:12, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0521, loss: 1.0521 2020-06-19 09:28:57,758 - mmaction - INFO - Epoch [81][880/1879] lr: 1.000e-04, eta: 8:57:52, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2214, loss: 1.2214 2020-06-19 09:29:07,604 - mmaction - INFO - Epoch [81][900/1879] lr: 1.000e-04, eta: 8:57:33, time: 0.494, data_time: 0.005, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0729, loss: 1.0729 2020-06-19 09:29:17,692 - mmaction - INFO - Epoch [81][920/1879] lr: 1.000e-04, eta: 8:57:13, time: 0.505, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0378, loss: 1.0378 2020-06-19 09:29:28,077 - mmaction - INFO - Epoch [81][940/1879] lr: 1.000e-04, eta: 8:56:54, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2160, loss: 1.2160 2020-06-19 09:29:38,031 - mmaction - INFO - Epoch [81][960/1879] lr: 1.000e-04, eta: 8:56:34, time: 0.501, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9985, loss: 0.9985 2020-06-19 09:29:48,233 - mmaction - INFO - Epoch [81][980/1879] lr: 1.000e-04, eta: 8:56:15, time: 0.510, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2057, loss: 1.2057 2020-06-19 09:29:58,366 - mmaction - INFO - Epoch [81][1000/1879] lr: 1.000e-04, eta: 8:55:55, time: 0.506, data_time: 0.000, memory: 5168, top1_acc: 0.8063, top5_acc: 0.8875, loss_cls: 0.9833, loss: 0.9833 2020-06-19 09:30:08,499 - mmaction - INFO - Epoch [81][1020/1879] lr: 1.000e-04, eta: 8:55:36, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0794, loss: 1.0794 2020-06-19 09:30:18,402 - mmaction - INFO - Epoch [81][1040/1879] lr: 1.000e-04, eta: 8:55:16, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9540, loss: 0.9540 2020-06-19 09:30:28,474 - mmaction - INFO - Epoch [81][1060/1879] lr: 1.000e-04, eta: 8:54:56, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9062, loss_cls: 1.1664, loss: 1.1664 2020-06-19 09:30:39,116 - mmaction - INFO - Epoch [81][1080/1879] lr: 1.000e-04, eta: 8:54:37, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8438, loss_cls: 1.2212, loss: 1.2212 2020-06-19 09:30:49,530 - mmaction - INFO - Epoch [81][1100/1879] lr: 1.000e-04, eta: 8:54:17, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.8938, loss_cls: 0.9501, loss: 0.9501 2020-06-19 09:30:58,919 - mmaction - INFO - Epoch [81][1120/1879] lr: 1.000e-04, eta: 8:53:58, time: 0.471, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1536, loss: 1.1536 2020-06-19 09:31:08,399 - mmaction - INFO - Epoch [81][1140/1879] lr: 1.000e-04, eta: 8:53:38, time: 0.473, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.2425, loss: 1.2425 2020-06-19 09:31:18,570 - mmaction - INFO - Epoch [81][1160/1879] lr: 1.000e-04, eta: 8:53:19, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0963, loss: 1.0963 2020-06-19 09:31:28,858 - mmaction - INFO - Epoch [81][1180/1879] lr: 1.000e-04, eta: 8:52:59, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1623, loss: 1.1623 2020-06-19 09:31:39,304 - mmaction - INFO - Epoch [81][1200/1879] lr: 1.000e-04, eta: 8:52:40, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1353, loss: 1.1353 2020-06-19 09:31:49,281 - mmaction - INFO - Epoch [81][1220/1879] lr: 1.000e-04, eta: 8:52:20, time: 0.501, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1304, loss: 1.1304 2020-06-19 09:31:59,025 - mmaction - INFO - Epoch [81][1240/1879] lr: 1.000e-04, eta: 8:52:00, time: 0.486, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4372, loss: 1.4372 2020-06-19 09:32:09,172 - mmaction - INFO - Epoch [81][1260/1879] lr: 1.000e-04, eta: 8:51:41, time: 0.506, data_time: 0.008, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.1131, loss: 1.1131 2020-06-19 09:32:19,805 - mmaction - INFO - Epoch [81][1280/1879] lr: 1.000e-04, eta: 8:51:22, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9311, loss: 0.9311 2020-06-19 09:32:29,348 - mmaction - INFO - Epoch [81][1300/1879] lr: 1.000e-04, eta: 8:51:02, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1797, loss: 1.1797 2020-06-19 09:32:39,347 - mmaction - INFO - Epoch [81][1320/1879] lr: 1.000e-04, eta: 8:50:42, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1749, loss: 1.1749 2020-06-19 09:32:49,934 - mmaction - INFO - Epoch [81][1340/1879] lr: 1.000e-04, eta: 8:50:23, time: 0.531, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3512, loss: 1.3512 2020-06-19 09:33:00,160 - mmaction - INFO - Epoch [81][1360/1879] lr: 1.000e-04, eta: 8:50:03, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0339, loss: 1.0339 2020-06-19 09:33:10,553 - mmaction - INFO - Epoch [81][1380/1879] lr: 1.000e-04, eta: 8:49:44, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1355, loss: 1.1355 2020-06-19 09:33:20,548 - mmaction - INFO - Epoch [81][1400/1879] lr: 1.000e-04, eta: 8:49:24, time: 0.500, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0280, loss: 1.0280 2020-06-19 09:33:30,645 - mmaction - INFO - Epoch [81][1420/1879] lr: 1.000e-04, eta: 8:49:05, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9965, loss: 0.9965 2020-06-19 09:33:41,273 - mmaction - INFO - Epoch [81][1440/1879] lr: 1.000e-04, eta: 8:48:46, time: 0.530, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1840, loss: 1.1840 2020-06-19 09:33:50,854 - mmaction - INFO - Epoch [81][1460/1879] lr: 1.000e-04, eta: 8:48:26, time: 0.477, data_time: 0.008, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9125, loss_cls: 1.1909, loss: 1.1909 2020-06-19 09:34:00,664 - mmaction - INFO - Epoch [81][1480/1879] lr: 1.000e-04, eta: 8:48:06, time: 0.491, data_time: 0.153, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1048, loss: 1.1048 2020-06-19 09:34:11,058 - mmaction - INFO - Epoch [81][1500/1879] lr: 1.000e-04, eta: 8:47:47, time: 0.520, data_time: 0.029, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0258, loss: 1.0258 2020-06-19 09:34:21,163 - mmaction - INFO - Epoch [81][1520/1879] lr: 1.000e-04, eta: 8:47:27, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3425, loss: 1.3425 2020-06-19 09:34:31,249 - mmaction - INFO - Epoch [81][1540/1879] lr: 1.000e-04, eta: 8:47:08, time: 0.506, data_time: 0.009, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8688, loss_cls: 1.1544, loss: 1.1544 2020-06-19 09:34:40,994 - mmaction - INFO - Epoch [81][1560/1879] lr: 1.000e-04, eta: 8:46:48, time: 0.486, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2132, loss: 1.2132 2020-06-19 09:34:51,488 - mmaction - INFO - Epoch [81][1580/1879] lr: 1.000e-04, eta: 8:46:29, time: 0.524, data_time: 0.031, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2501, loss: 1.2501 2020-06-19 09:35:01,800 - mmaction - INFO - Epoch [81][1600/1879] lr: 1.000e-04, eta: 8:46:10, time: 0.517, data_time: 0.046, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1613, loss: 1.1613 2020-06-19 09:35:11,550 - mmaction - INFO - Epoch [81][1620/1879] lr: 1.000e-04, eta: 8:45:50, time: 0.486, data_time: 0.057, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0757, loss: 1.0757 2020-06-19 09:35:21,363 - mmaction - INFO - Epoch [81][1640/1879] lr: 1.000e-04, eta: 8:45:30, time: 0.491, data_time: 0.044, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.0244, loss: 1.0244 2020-06-19 09:35:31,911 - mmaction - INFO - Epoch [81][1660/1879] lr: 1.000e-04, eta: 8:45:11, time: 0.526, data_time: 0.131, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9062, loss_cls: 0.9561, loss: 0.9561 2020-06-19 09:35:41,973 - mmaction - INFO - Epoch [81][1680/1879] lr: 1.000e-04, eta: 8:44:52, time: 0.506, data_time: 0.094, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0598, loss: 1.0598 2020-06-19 09:35:52,296 - mmaction - INFO - Epoch [81][1700/1879] lr: 1.000e-04, eta: 8:44:32, time: 0.514, data_time: 0.145, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0648, loss: 1.0648 2020-06-19 09:36:02,079 - mmaction - INFO - Epoch [81][1720/1879] lr: 1.000e-04, eta: 8:44:13, time: 0.488, data_time: 0.149, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0220, loss: 1.0220 2020-06-19 09:36:12,007 - mmaction - INFO - Epoch [81][1740/1879] lr: 1.000e-04, eta: 8:43:53, time: 0.498, data_time: 0.155, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4686, loss: 1.4686 2020-06-19 09:36:22,274 - mmaction - INFO - Epoch [81][1760/1879] lr: 1.000e-04, eta: 8:43:34, time: 0.514, data_time: 0.167, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0281, loss: 1.0281 2020-06-19 09:36:32,188 - mmaction - INFO - Epoch [81][1780/1879] lr: 1.000e-04, eta: 8:43:14, time: 0.494, data_time: 0.045, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0184, loss: 1.0184 2020-06-19 09:36:42,436 - mmaction - INFO - Epoch [81][1800/1879] lr: 1.000e-04, eta: 8:42:55, time: 0.514, data_time: 0.046, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1534, loss: 1.1534 2020-06-19 09:36:52,378 - mmaction - INFO - Epoch [81][1820/1879] lr: 1.000e-04, eta: 8:42:35, time: 0.497, data_time: 0.094, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0116, loss: 1.0116 2020-06-19 09:37:02,170 - mmaction - INFO - Epoch [81][1840/1879] lr: 1.000e-04, eta: 8:42:16, time: 0.488, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2790, loss: 1.2790 2020-06-19 09:37:11,841 - mmaction - INFO - Epoch [81][1860/1879] lr: 1.000e-04, eta: 8:41:56, time: 0.484, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0169, loss: 1.0169 2020-06-19 09:37:25,883 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-06-19 09:39:31,272 - mmaction - INFO - Epoch [82][20/1879] lr: 1.000e-04, eta: 8:41:45, time: 6.185, data_time: 5.665, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1769, loss: 1.1769 2020-06-19 09:39:41,570 - mmaction - INFO - Epoch [82][40/1879] lr: 1.000e-04, eta: 8:41:26, time: 0.517, data_time: 0.007, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.1489, loss: 1.1489 2020-06-19 09:39:50,807 - mmaction - INFO - Epoch [82][60/1879] lr: 1.000e-04, eta: 8:41:06, time: 0.460, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9865, loss: 0.9865 2020-06-19 09:40:01,105 - mmaction - INFO - Epoch [82][80/1879] lr: 1.000e-04, eta: 8:40:47, time: 0.514, data_time: 0.066, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0140, loss: 1.0140 2020-06-19 09:40:12,019 - mmaction - INFO - Epoch [82][100/1879] lr: 1.000e-04, eta: 8:40:27, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.2144, loss: 1.2144 2020-06-19 09:40:21,807 - mmaction - INFO - Epoch [82][120/1879] lr: 1.000e-04, eta: 8:40:08, time: 0.490, data_time: 0.083, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 0.9749, loss: 0.9749 2020-06-19 09:40:32,521 - mmaction - INFO - Epoch [82][140/1879] lr: 1.000e-04, eta: 8:39:48, time: 0.535, data_time: 0.191, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1624, loss: 1.1624 2020-06-19 09:40:43,022 - mmaction - INFO - Epoch [82][160/1879] lr: 1.000e-04, eta: 8:39:29, time: 0.524, data_time: 0.043, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9238, loss: 0.9238 2020-06-19 09:40:52,608 - mmaction - INFO - Epoch [82][180/1879] lr: 1.000e-04, eta: 8:39:10, time: 0.479, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0558, loss: 1.0558 2020-06-19 09:41:02,004 - mmaction - INFO - Epoch [82][200/1879] lr: 1.000e-04, eta: 8:38:50, time: 0.472, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0373, loss: 1.0373 2020-06-19 09:41:12,187 - mmaction - INFO - Epoch [82][220/1879] lr: 1.000e-04, eta: 8:38:31, time: 0.508, data_time: 0.137, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8933, loss: 0.8933 2020-06-19 09:41:22,621 - mmaction - INFO - Epoch [82][240/1879] lr: 1.000e-04, eta: 8:38:11, time: 0.521, data_time: 0.020, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0472, loss: 1.0472 2020-06-19 09:41:33,052 - mmaction - INFO - Epoch [82][260/1879] lr: 1.000e-04, eta: 8:37:52, time: 0.522, data_time: 0.034, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2114, loss: 1.2114 2020-06-19 09:41:43,133 - mmaction - INFO - Epoch [82][280/1879] lr: 1.000e-04, eta: 8:37:32, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.2869, loss: 1.2869 2020-06-19 09:41:52,617 - mmaction - INFO - Epoch [82][300/1879] lr: 1.000e-04, eta: 8:37:13, time: 0.474, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0580, loss: 1.0580 2020-06-19 09:42:02,713 - mmaction - INFO - Epoch [82][320/1879] lr: 1.000e-04, eta: 8:36:53, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1734, loss: 1.1734 2020-06-19 09:42:13,170 - mmaction - INFO - Epoch [82][340/1879] lr: 1.000e-04, eta: 8:36:34, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8794, loss: 0.8794 2020-06-19 09:42:22,746 - mmaction - INFO - Epoch [82][360/1879] lr: 1.000e-04, eta: 8:36:15, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0529, loss: 1.0529 2020-06-19 09:42:33,079 - mmaction - INFO - Epoch [82][380/1879] lr: 1.000e-04, eta: 8:35:55, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.8748, loss: 0.8748 2020-06-19 09:42:43,287 - mmaction - INFO - Epoch [82][400/1879] lr: 1.000e-04, eta: 8:35:36, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.9239, loss: 0.9239 2020-06-19 09:42:53,708 - mmaction - INFO - Epoch [82][420/1879] lr: 1.000e-04, eta: 8:35:17, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2117, loss: 1.2117 2020-06-19 09:43:03,482 - mmaction - INFO - Epoch [82][440/1879] lr: 1.000e-04, eta: 8:34:57, time: 0.490, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0649, loss: 1.0649 2020-06-19 09:43:13,683 - mmaction - INFO - Epoch [82][460/1879] lr: 1.000e-04, eta: 8:34:38, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9782, loss: 0.9782 2020-06-19 09:43:23,800 - mmaction - INFO - Epoch [82][480/1879] lr: 1.000e-04, eta: 8:34:18, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1278, loss: 1.1278 2020-06-19 09:43:34,049 - mmaction - INFO - Epoch [82][500/1879] lr: 1.000e-04, eta: 8:33:59, time: 0.514, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1308, loss: 1.1308 2020-06-19 09:43:43,302 - mmaction - INFO - Epoch [82][520/1879] lr: 1.000e-04, eta: 8:33:39, time: 0.462, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9609, loss: 0.9609 2020-06-19 09:43:53,084 - mmaction - INFO - Epoch [82][540/1879] lr: 1.000e-04, eta: 8:33:20, time: 0.490, data_time: 0.022, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2163, loss: 1.2163 2020-06-19 09:44:03,600 - mmaction - INFO - Epoch [82][560/1879] lr: 1.000e-04, eta: 8:33:01, time: 0.527, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.8938, loss_cls: 0.9944, loss: 0.9944 2020-06-19 09:44:13,879 - mmaction - INFO - Epoch [82][580/1879] lr: 1.000e-04, eta: 8:32:41, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.0748, loss: 1.0748 2020-06-19 09:44:24,386 - mmaction - INFO - Epoch [82][600/1879] lr: 1.000e-04, eta: 8:32:22, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.0536, loss: 1.0536 2020-06-19 09:44:33,990 - mmaction - INFO - Epoch [82][620/1879] lr: 1.000e-04, eta: 8:32:02, time: 0.478, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2006, loss: 1.2006 2020-06-19 09:44:43,682 - mmaction - INFO - Epoch [82][640/1879] lr: 1.000e-04, eta: 8:31:43, time: 0.484, data_time: 0.022, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.0860, loss: 1.0860 2020-06-19 09:44:54,122 - mmaction - INFO - Epoch [82][660/1879] lr: 1.000e-04, eta: 8:31:24, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.2281, loss: 1.2281 2020-06-19 09:45:04,168 - mmaction - INFO - Epoch [82][680/1879] lr: 1.000e-04, eta: 8:31:04, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.2425, loss: 1.2425 2020-06-19 09:45:15,167 - mmaction - INFO - Epoch [82][700/1879] lr: 1.000e-04, eta: 8:30:45, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0499, loss: 1.0499 2020-06-19 09:45:24,412 - mmaction - INFO - Epoch [82][720/1879] lr: 1.000e-04, eta: 8:30:26, time: 0.464, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.1778, loss: 1.1778 2020-06-19 09:45:34,406 - mmaction - INFO - Epoch [82][740/1879] lr: 1.000e-04, eta: 8:30:06, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0832, loss: 1.0832 2020-06-19 09:45:44,660 - mmaction - INFO - Epoch [82][760/1879] lr: 1.000e-04, eta: 8:29:47, time: 0.515, data_time: 0.074, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9809, loss: 0.9809 2020-06-19 09:45:54,447 - mmaction - INFO - Epoch [82][780/1879] lr: 1.000e-04, eta: 8:29:27, time: 0.489, data_time: 0.040, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9477, loss: 0.9477 2020-06-19 09:46:04,591 - mmaction - INFO - Epoch [82][800/1879] lr: 1.000e-04, eta: 8:29:08, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1293, loss: 1.1293 2020-06-19 09:46:14,728 - mmaction - INFO - Epoch [82][820/1879] lr: 1.000e-04, eta: 8:28:49, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2584, loss: 1.2584 2020-06-19 09:46:25,352 - mmaction - INFO - Epoch [82][840/1879] lr: 1.000e-04, eta: 8:28:29, time: 0.529, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0861, loss: 1.0861 2020-06-19 09:46:34,812 - mmaction - INFO - Epoch [82][860/1879] lr: 1.000e-04, eta: 8:28:10, time: 0.473, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1283, loss: 1.1283 2020-06-19 09:46:45,269 - mmaction - INFO - Epoch [82][880/1879] lr: 1.000e-04, eta: 8:27:51, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0189, loss: 1.0189 2020-06-19 09:46:55,368 - mmaction - INFO - Epoch [82][900/1879] lr: 1.000e-04, eta: 8:27:31, time: 0.502, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3818, loss: 1.3818 2020-06-19 09:47:05,618 - mmaction - INFO - Epoch [82][920/1879] lr: 1.000e-04, eta: 8:27:12, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1053, loss: 1.1053 2020-06-19 09:47:15,507 - mmaction - INFO - Epoch [82][940/1879] lr: 1.000e-04, eta: 8:26:53, time: 0.494, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0377, loss: 1.0377 2020-06-19 09:47:25,719 - mmaction - INFO - Epoch [82][960/1879] lr: 1.000e-04, eta: 8:26:33, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0564, loss: 1.0564 2020-06-19 09:47:35,740 - mmaction - INFO - Epoch [82][980/1879] lr: 1.000e-04, eta: 8:26:14, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.0915, loss: 1.0915 2020-06-19 09:47:45,971 - mmaction - INFO - Epoch [82][1000/1879] lr: 1.000e-04, eta: 8:25:55, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0200, loss: 1.0200 2020-06-19 09:47:56,329 - mmaction - INFO - Epoch [82][1020/1879] lr: 1.000e-04, eta: 8:25:35, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1971, loss: 1.1971 2020-06-19 09:48:05,837 - mmaction - INFO - Epoch [82][1040/1879] lr: 1.000e-04, eta: 8:25:16, time: 0.476, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9475, loss: 0.9475 2020-06-19 09:48:15,977 - mmaction - INFO - Epoch [82][1060/1879] lr: 1.000e-04, eta: 8:24:57, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2896, loss: 1.2896 2020-06-19 09:48:25,969 - mmaction - INFO - Epoch [82][1080/1879] lr: 1.000e-04, eta: 8:24:37, time: 0.497, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2302, loss: 1.2302 2020-06-19 09:48:35,995 - mmaction - INFO - Epoch [82][1100/1879] lr: 1.000e-04, eta: 8:24:18, time: 0.502, data_time: 0.015, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.2324, loss: 1.2324 2020-06-19 09:48:46,025 - mmaction - INFO - Epoch [82][1120/1879] lr: 1.000e-04, eta: 8:23:59, time: 0.503, data_time: 0.090, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.1685, loss: 1.1685 2020-06-19 09:48:56,185 - mmaction - INFO - Epoch [82][1140/1879] lr: 1.000e-04, eta: 8:23:39, time: 0.505, data_time: 0.038, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9440, loss: 0.9440 2020-06-19 09:49:05,739 - mmaction - INFO - Epoch [82][1160/1879] lr: 1.000e-04, eta: 8:23:20, time: 0.481, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2228, loss: 1.2228 2020-06-19 09:49:16,538 - mmaction - INFO - Epoch [82][1180/1879] lr: 1.000e-04, eta: 8:23:01, time: 0.539, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9322, loss: 0.9322 2020-06-19 09:49:26,259 - mmaction - INFO - Epoch [82][1200/1879] lr: 1.000e-04, eta: 8:22:41, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9437, loss_cls: 0.9016, loss: 0.9016 2020-06-19 09:49:36,198 - mmaction - INFO - Epoch [82][1220/1879] lr: 1.000e-04, eta: 8:22:22, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0600, loss: 1.0600 2020-06-19 09:49:46,422 - mmaction - INFO - Epoch [82][1240/1879] lr: 1.000e-04, eta: 8:22:03, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1273, loss: 1.1273 2020-06-19 09:49:56,828 - mmaction - INFO - Epoch [82][1260/1879] lr: 1.000e-04, eta: 8:21:44, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2065, loss: 1.2065 2020-06-19 09:50:06,602 - mmaction - INFO - Epoch [82][1280/1879] lr: 1.000e-04, eta: 8:21:24, time: 0.488, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.2377, loss: 1.2377 2020-06-19 09:50:16,516 - mmaction - INFO - Epoch [82][1300/1879] lr: 1.000e-04, eta: 8:21:05, time: 0.495, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9808, loss: 0.9808 2020-06-19 09:50:26,819 - mmaction - INFO - Epoch [82][1320/1879] lr: 1.000e-04, eta: 8:20:46, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0511, loss: 1.0511 2020-06-19 09:50:37,175 - mmaction - INFO - Epoch [82][1340/1879] lr: 1.000e-04, eta: 8:20:26, time: 0.520, data_time: 0.005, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9447, loss: 0.9447 2020-06-19 09:50:47,008 - mmaction - INFO - Epoch [82][1360/1879] lr: 1.000e-04, eta: 8:20:07, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9246, loss: 0.9246 2020-06-19 09:50:57,287 - mmaction - INFO - Epoch [82][1380/1879] lr: 1.000e-04, eta: 8:19:48, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8313, loss_cls: 1.3286, loss: 1.3286 2020-06-19 09:51:07,227 - mmaction - INFO - Epoch [82][1400/1879] lr: 1.000e-04, eta: 8:19:29, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0429, loss: 1.0429 2020-06-19 09:51:17,178 - mmaction - INFO - Epoch [82][1420/1879] lr: 1.000e-04, eta: 8:19:09, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9890, loss: 0.9890 2020-06-19 09:51:27,076 - mmaction - INFO - Epoch [82][1440/1879] lr: 1.000e-04, eta: 8:18:50, time: 0.493, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2174, loss: 1.2174 2020-06-19 09:51:37,170 - mmaction - INFO - Epoch [82][1460/1879] lr: 1.000e-04, eta: 8:18:31, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.8971, loss: 0.8971 2020-06-19 09:51:46,739 - mmaction - INFO - Epoch [82][1480/1879] lr: 1.000e-04, eta: 8:18:11, time: 0.477, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1147, loss: 1.1147 2020-06-19 09:51:57,254 - mmaction - INFO - Epoch [82][1500/1879] lr: 1.000e-04, eta: 8:17:52, time: 0.526, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1838, loss: 1.1838 2020-06-19 09:52:07,581 - mmaction - INFO - Epoch [82][1520/1879] lr: 1.000e-04, eta: 8:17:33, time: 0.517, data_time: 0.004, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8178, loss: 0.8178 2020-06-19 09:52:17,456 - mmaction - INFO - Epoch [82][1540/1879] lr: 1.000e-04, eta: 8:17:14, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0371, loss: 1.0371 2020-06-19 09:52:27,322 - mmaction - INFO - Epoch [82][1560/1879] lr: 1.000e-04, eta: 8:16:54, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2909, loss: 1.2909 2020-06-19 09:52:37,461 - mmaction - INFO - Epoch [82][1580/1879] lr: 1.000e-04, eta: 8:16:35, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2454, loss: 1.2454 2020-06-19 09:52:47,639 - mmaction - INFO - Epoch [82][1600/1879] lr: 1.000e-04, eta: 8:16:16, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.8600, loss: 0.8600 2020-06-19 09:52:58,596 - mmaction - INFO - Epoch [82][1620/1879] lr: 1.000e-04, eta: 8:15:57, time: 0.546, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1700, loss: 1.1700 2020-06-19 09:53:08,059 - mmaction - INFO - Epoch [82][1640/1879] lr: 1.000e-04, eta: 8:15:37, time: 0.474, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1454, loss: 1.1454 2020-06-19 09:53:18,167 - mmaction - INFO - Epoch [82][1660/1879] lr: 1.000e-04, eta: 8:15:18, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1137, loss: 1.1137 2020-06-19 09:53:28,205 - mmaction - INFO - Epoch [82][1680/1879] lr: 1.000e-04, eta: 8:14:59, time: 0.501, data_time: 0.035, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0520, loss: 1.0520 2020-06-19 09:53:38,410 - mmaction - INFO - Epoch [82][1700/1879] lr: 1.000e-04, eta: 8:14:40, time: 0.510, data_time: 0.035, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.1204, loss: 1.1204 2020-06-19 09:53:48,155 - mmaction - INFO - Epoch [82][1720/1879] lr: 1.000e-04, eta: 8:14:20, time: 0.488, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0643, loss: 1.0643 2020-06-19 09:53:58,578 - mmaction - INFO - Epoch [82][1740/1879] lr: 1.000e-04, eta: 8:14:01, time: 0.523, data_time: 0.004, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2129, loss: 1.2129 2020-06-19 09:54:08,616 - mmaction - INFO - Epoch [82][1760/1879] lr: 1.000e-04, eta: 8:13:42, time: 0.502, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0250, loss: 1.0250 2020-06-19 09:54:18,603 - mmaction - INFO - Epoch [82][1780/1879] lr: 1.000e-04, eta: 8:13:23, time: 0.497, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9965, loss: 0.9965 2020-06-19 09:54:28,212 - mmaction - INFO - Epoch [82][1800/1879] lr: 1.000e-04, eta: 8:13:03, time: 0.482, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 1.0043, loss: 1.0043 2020-06-19 09:54:38,355 - mmaction - INFO - Epoch [82][1820/1879] lr: 1.000e-04, eta: 8:12:44, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8375, loss_cls: 1.2522, loss: 1.2522 2020-06-19 09:54:48,467 - mmaction - INFO - Epoch [82][1840/1879] lr: 1.000e-04, eta: 8:12:25, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1803, loss: 1.1803 2020-06-19 09:54:59,004 - mmaction - INFO - Epoch [82][1860/1879] lr: 1.000e-04, eta: 8:12:06, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2569, loss: 1.2569 2020-06-19 09:55:14,047 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-06-19 09:57:28,763 - mmaction - INFO - Epoch [83][20/1879] lr: 1.000e-04, eta: 8:11:56, time: 6.703, data_time: 6.218, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9125, loss_cls: 0.8768, loss: 0.8768 2020-06-19 09:57:38,897 - mmaction - INFO - Epoch [83][40/1879] lr: 1.000e-04, eta: 8:11:36, time: 0.506, data_time: 0.066, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1653, loss: 1.1653 2020-06-19 09:58:19,517 - mmaction - INFO - Epoch [83][60/1879] lr: 1.000e-04, eta: 8:11:25, time: 2.032, data_time: 0.011, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8562, loss_cls: 1.1406, loss: 1.1406 2020-06-19 09:58:29,661 - mmaction - INFO - Epoch [83][80/1879] lr: 1.000e-04, eta: 8:11:05, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2331, loss: 1.2331 2020-06-19 09:58:39,628 - mmaction - INFO - Epoch [83][100/1879] lr: 1.000e-04, eta: 8:10:46, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1644, loss: 1.1644 2020-06-19 09:58:50,067 - mmaction - INFO - Epoch [83][120/1879] lr: 1.000e-04, eta: 8:10:27, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9257, loss: 0.9257 2020-06-19 09:59:00,499 - mmaction - INFO - Epoch [83][140/1879] lr: 1.000e-04, eta: 8:10:08, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0789, loss: 1.0789 2020-06-19 09:59:09,902 - mmaction - INFO - Epoch [83][160/1879] lr: 1.000e-04, eta: 8:09:48, time: 0.472, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1794, loss: 1.1794 2020-06-19 09:59:19,899 - mmaction - INFO - Epoch [83][180/1879] lr: 1.000e-04, eta: 8:09:29, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9998, loss: 0.9998 2020-06-19 09:59:30,264 - mmaction - INFO - Epoch [83][200/1879] lr: 1.000e-04, eta: 8:09:10, time: 0.515, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.1312, loss: 1.1312 2020-06-19 09:59:40,066 - mmaction - INFO - Epoch [83][220/1879] lr: 1.000e-04, eta: 8:08:51, time: 0.493, data_time: 0.004, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2461, loss: 1.2461 2020-06-19 09:59:50,487 - mmaction - INFO - Epoch [83][240/1879] lr: 1.000e-04, eta: 8:08:32, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.8938, loss_cls: 0.9886, loss: 0.9886 2020-06-19 10:00:00,732 - mmaction - INFO - Epoch [83][260/1879] lr: 1.000e-04, eta: 8:08:12, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9779, loss: 0.9779 2020-06-19 10:00:13,502 - mmaction - INFO - Epoch [83][280/1879] lr: 1.000e-04, eta: 8:07:54, time: 0.634, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 1.0185, loss: 1.0185 2020-06-19 10:00:24,530 - mmaction - INFO - Epoch [83][300/1879] lr: 1.000e-04, eta: 8:07:35, time: 0.555, data_time: 0.008, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0197, loss: 1.0197 2020-06-19 10:00:35,304 - mmaction - INFO - Epoch [83][320/1879] lr: 1.000e-04, eta: 8:07:16, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2500, loss: 1.2500 2020-06-19 10:00:44,451 - mmaction - INFO - Epoch [83][340/1879] lr: 1.000e-04, eta: 8:06:56, time: 0.455, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0555, loss: 1.0555 2020-06-19 10:00:55,545 - mmaction - INFO - Epoch [83][360/1879] lr: 1.000e-04, eta: 8:06:37, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.6188, top5_acc: 0.8688, loss_cls: 1.4338, loss: 1.4338 2020-06-19 10:01:06,830 - mmaction - INFO - Epoch [83][380/1879] lr: 1.000e-04, eta: 8:06:19, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9792, loss: 0.9792 2020-06-19 10:01:18,374 - mmaction - INFO - Epoch [83][400/1879] lr: 1.000e-04, eta: 8:06:00, time: 0.578, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9233, loss: 0.9233 2020-06-19 10:01:28,842 - mmaction - INFO - Epoch [83][420/1879] lr: 1.000e-04, eta: 8:05:41, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.1623, loss: 1.1623 2020-06-19 10:01:39,801 - mmaction - INFO - Epoch [83][440/1879] lr: 1.000e-04, eta: 8:05:22, time: 0.547, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0204, loss: 1.0204 2020-06-19 10:01:49,966 - mmaction - INFO - Epoch [83][460/1879] lr: 1.000e-04, eta: 8:05:02, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0322, loss: 1.0322 2020-06-19 10:02:02,055 - mmaction - INFO - Epoch [83][480/1879] lr: 1.000e-04, eta: 8:04:44, time: 0.605, data_time: 0.060, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.0637, loss: 1.0637 2020-06-19 10:02:12,140 - mmaction - INFO - Epoch [83][500/1879] lr: 1.000e-04, eta: 8:04:25, time: 0.503, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1345, loss: 1.1345 2020-06-19 10:02:22,619 - mmaction - INFO - Epoch [83][520/1879] lr: 1.000e-04, eta: 8:04:05, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0899, loss: 1.0899 2020-06-19 10:02:33,445 - mmaction - INFO - Epoch [83][540/1879] lr: 1.000e-04, eta: 8:03:47, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0816, loss: 1.0816 2020-06-19 10:02:44,164 - mmaction - INFO - Epoch [83][560/1879] lr: 1.000e-04, eta: 8:03:27, time: 0.534, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.1310, loss: 1.1310 2020-06-19 10:02:55,732 - mmaction - INFO - Epoch [83][580/1879] lr: 1.000e-04, eta: 8:03:09, time: 0.579, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 1.0124, loss: 1.0124 2020-06-19 10:03:06,033 - mmaction - INFO - Epoch [83][600/1879] lr: 1.000e-04, eta: 8:02:50, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0483, loss: 1.0483 2020-06-19 10:03:18,580 - mmaction - INFO - Epoch [83][620/1879] lr: 1.000e-04, eta: 8:02:31, time: 0.628, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9194, loss: 0.9194 2020-06-19 10:03:28,385 - mmaction - INFO - Epoch [83][640/1879] lr: 1.000e-04, eta: 8:02:12, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1551, loss: 1.1551 2020-06-19 10:03:41,964 - mmaction - INFO - Epoch [83][660/1879] lr: 1.000e-04, eta: 8:01:53, time: 0.679, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0325, loss: 1.0325 2020-06-19 10:03:51,609 - mmaction - INFO - Epoch [83][680/1879] lr: 1.000e-04, eta: 8:01:34, time: 0.480, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0506, loss: 1.0506 2020-06-19 10:04:02,287 - mmaction - INFO - Epoch [83][700/1879] lr: 1.000e-04, eta: 8:01:15, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9797, loss: 0.9797 2020-06-19 10:04:14,656 - mmaction - INFO - Epoch [83][720/1879] lr: 1.000e-04, eta: 8:00:56, time: 0.621, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8688, loss_cls: 1.0915, loss: 1.0915 2020-06-19 10:04:26,552 - mmaction - INFO - Epoch [83][740/1879] lr: 1.000e-04, eta: 8:00:38, time: 0.595, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8313, loss_cls: 1.3471, loss: 1.3471 2020-06-19 10:04:37,354 - mmaction - INFO - Epoch [83][760/1879] lr: 1.000e-04, eta: 8:00:19, time: 0.538, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0499, loss: 1.0499 2020-06-19 10:04:47,833 - mmaction - INFO - Epoch [83][780/1879] lr: 1.000e-04, eta: 8:00:00, time: 0.525, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1757, loss: 1.1757 2020-06-19 10:05:00,330 - mmaction - INFO - Epoch [83][800/1879] lr: 1.000e-04, eta: 7:59:41, time: 0.625, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 1.0795, loss: 1.0795 2020-06-19 10:05:11,318 - mmaction - INFO - Epoch [83][820/1879] lr: 1.000e-04, eta: 7:59:22, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8625, loss_cls: 1.0717, loss: 1.0717 2020-06-19 10:05:21,799 - mmaction - INFO - Epoch [83][840/1879] lr: 1.000e-04, eta: 7:59:03, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9125, loss: 0.9125 2020-06-19 10:05:32,847 - mmaction - INFO - Epoch [83][860/1879] lr: 1.000e-04, eta: 7:58:44, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9754, loss: 0.9754 2020-06-19 10:05:44,222 - mmaction - INFO - Epoch [83][880/1879] lr: 1.000e-04, eta: 7:58:25, time: 0.569, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.1144, loss: 1.1144 2020-06-19 10:05:54,609 - mmaction - INFO - Epoch [83][900/1879] lr: 1.000e-04, eta: 7:58:06, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0987, loss: 1.0987 2020-06-19 10:06:06,474 - mmaction - INFO - Epoch [83][920/1879] lr: 1.000e-04, eta: 7:57:48, time: 0.592, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0636, loss: 1.0636 2020-06-19 10:06:18,915 - mmaction - INFO - Epoch [83][940/1879] lr: 1.000e-04, eta: 7:57:29, time: 0.624, data_time: 0.025, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9079, loss: 0.9079 2020-06-19 10:06:31,647 - mmaction - INFO - Epoch [83][960/1879] lr: 1.000e-04, eta: 7:57:11, time: 0.636, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0442, loss: 1.0442 2020-06-19 10:06:44,730 - mmaction - INFO - Epoch [83][980/1879] lr: 1.000e-04, eta: 7:56:52, time: 0.655, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.9368, loss: 0.9368 2020-06-19 10:06:54,673 - mmaction - INFO - Epoch [83][1000/1879] lr: 1.000e-04, eta: 7:56:33, time: 0.495, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 0.9769, loss: 0.9769 2020-06-19 10:07:06,015 - mmaction - INFO - Epoch [83][1020/1879] lr: 1.000e-04, eta: 7:56:14, time: 0.568, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9447, loss: 0.9447 2020-06-19 10:07:17,302 - mmaction - INFO - Epoch [83][1040/1879] lr: 1.000e-04, eta: 7:55:55, time: 0.564, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3114, loss: 1.3114 2020-06-19 10:07:30,347 - mmaction - INFO - Epoch [83][1060/1879] lr: 1.000e-04, eta: 7:55:37, time: 0.652, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9194, loss: 0.9194 2020-06-19 10:07:41,271 - mmaction - INFO - Epoch [83][1080/1879] lr: 1.000e-04, eta: 7:55:18, time: 0.548, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1393, loss: 1.1393 2020-06-19 10:07:53,106 - mmaction - INFO - Epoch [83][1100/1879] lr: 1.000e-04, eta: 7:54:59, time: 0.591, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1175, loss: 1.1175 2020-06-19 10:08:06,581 - mmaction - INFO - Epoch [83][1120/1879] lr: 1.000e-04, eta: 7:54:41, time: 0.672, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0821, loss: 1.0821 2020-06-19 10:08:16,612 - mmaction - INFO - Epoch [83][1140/1879] lr: 1.000e-04, eta: 7:54:22, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9861, loss: 0.9861 2020-06-19 10:08:27,804 - mmaction - INFO - Epoch [83][1160/1879] lr: 1.000e-04, eta: 7:54:03, time: 0.560, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1420, loss: 1.1420 2020-06-19 10:08:39,456 - mmaction - INFO - Epoch [83][1180/1879] lr: 1.000e-04, eta: 7:53:44, time: 0.585, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1348, loss: 1.1348 2020-06-19 10:08:51,124 - mmaction - INFO - Epoch [83][1200/1879] lr: 1.000e-04, eta: 7:53:25, time: 0.580, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0962, loss: 1.0962 2020-06-19 10:09:02,799 - mmaction - INFO - Epoch [83][1220/1879] lr: 1.000e-04, eta: 7:53:07, time: 0.586, data_time: 0.004, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.9218, loss: 0.9218 2020-06-19 10:09:14,116 - mmaction - INFO - Epoch [83][1240/1879] lr: 1.000e-04, eta: 7:52:48, time: 0.566, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2674, loss: 1.2674 2020-06-19 10:09:25,148 - mmaction - INFO - Epoch [83][1260/1879] lr: 1.000e-04, eta: 7:52:29, time: 0.550, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0076, loss: 1.0076 2020-06-19 10:09:36,061 - mmaction - INFO - Epoch [83][1280/1879] lr: 1.000e-04, eta: 7:52:10, time: 0.546, data_time: 0.006, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0999, loss: 1.0999 2020-06-19 10:09:47,121 - mmaction - INFO - Epoch [83][1300/1879] lr: 1.000e-04, eta: 7:51:51, time: 0.554, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9378, loss: 0.9378 2020-06-19 10:09:56,824 - mmaction - INFO - Epoch [83][1320/1879] lr: 1.000e-04, eta: 7:51:32, time: 0.486, data_time: 0.065, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.2811, loss: 1.2811 2020-06-19 10:10:09,141 - mmaction - INFO - Epoch [83][1340/1879] lr: 1.000e-04, eta: 7:51:14, time: 0.614, data_time: 0.054, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1894, loss: 1.1894 2020-06-19 10:10:19,032 - mmaction - INFO - Epoch [83][1360/1879] lr: 1.000e-04, eta: 7:50:54, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0020, loss: 1.0020 2020-06-19 10:10:30,326 - mmaction - INFO - Epoch [83][1380/1879] lr: 1.000e-04, eta: 7:50:36, time: 0.564, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3382, loss: 1.3382 2020-06-19 10:10:41,635 - mmaction - INFO - Epoch [83][1400/1879] lr: 1.000e-04, eta: 7:50:17, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1111, loss: 1.1111 2020-06-19 10:10:52,290 - mmaction - INFO - Epoch [83][1420/1879] lr: 1.000e-04, eta: 7:49:58, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.0604, loss: 1.0604 2020-06-19 10:11:02,383 - mmaction - INFO - Epoch [83][1440/1879] lr: 1.000e-04, eta: 7:49:39, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9439, loss: 0.9439 2020-06-19 10:11:12,552 - mmaction - INFO - Epoch [83][1460/1879] lr: 1.000e-04, eta: 7:49:20, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.2019, loss: 1.2019 2020-06-19 10:11:23,215 - mmaction - INFO - Epoch [83][1480/1879] lr: 1.000e-04, eta: 7:49:01, time: 0.537, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2368, loss: 1.2368 2020-06-19 10:11:33,707 - mmaction - INFO - Epoch [83][1500/1879] lr: 1.000e-04, eta: 7:48:42, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.8889, loss: 0.8889 2020-06-19 10:11:45,289 - mmaction - INFO - Epoch [83][1520/1879] lr: 1.000e-04, eta: 7:48:23, time: 0.580, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0628, loss: 1.0628 2020-06-19 10:11:55,625 - mmaction - INFO - Epoch [83][1540/1879] lr: 1.000e-04, eta: 7:48:04, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2443, loss: 1.2443 2020-06-19 10:12:06,278 - mmaction - INFO - Epoch [83][1560/1879] lr: 1.000e-04, eta: 7:47:45, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1626, loss: 1.1626 2020-06-19 10:12:16,374 - mmaction - INFO - Epoch [83][1580/1879] lr: 1.000e-04, eta: 7:47:26, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1441, loss: 1.1441 2020-06-19 10:12:26,004 - mmaction - INFO - Epoch [83][1600/1879] lr: 1.000e-04, eta: 7:47:07, time: 0.482, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3655, loss: 1.3655 2020-06-19 10:12:37,566 - mmaction - INFO - Epoch [83][1620/1879] lr: 1.000e-04, eta: 7:46:48, time: 0.576, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1573, loss: 1.1573 2020-06-19 10:12:47,772 - mmaction - INFO - Epoch [83][1640/1879] lr: 1.000e-04, eta: 7:46:29, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1667, loss: 1.1667 2020-06-19 10:12:58,684 - mmaction - INFO - Epoch [83][1660/1879] lr: 1.000e-04, eta: 7:46:10, time: 0.544, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1427, loss: 1.1427 2020-06-19 10:13:09,050 - mmaction - INFO - Epoch [83][1680/1879] lr: 1.000e-04, eta: 7:45:51, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8688, loss_cls: 1.1769, loss: 1.1769 2020-06-19 10:13:19,940 - mmaction - INFO - Epoch [83][1700/1879] lr: 1.000e-04, eta: 7:45:33, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9250, loss_cls: 1.1591, loss: 1.1591 2020-06-19 10:13:29,988 - mmaction - INFO - Epoch [83][1720/1879] lr: 1.000e-04, eta: 7:45:14, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0853, loss: 1.0853 2020-06-19 10:13:40,529 - mmaction - INFO - Epoch [83][1740/1879] lr: 1.000e-04, eta: 7:44:55, time: 0.527, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2101, loss: 1.2101 2020-06-19 10:13:53,047 - mmaction - INFO - Epoch [83][1760/1879] lr: 1.000e-04, eta: 7:44:36, time: 0.625, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1575, loss: 1.1575 2020-06-19 10:14:04,327 - mmaction - INFO - Epoch [83][1780/1879] lr: 1.000e-04, eta: 7:44:17, time: 0.564, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1929, loss: 1.1929 2020-06-19 10:14:15,786 - mmaction - INFO - Epoch [83][1800/1879] lr: 1.000e-04, eta: 7:43:59, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.1988, loss: 1.1988 2020-06-19 10:14:25,421 - mmaction - INFO - Epoch [83][1820/1879] lr: 1.000e-04, eta: 7:43:39, time: 0.477, data_time: 0.000, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.9744, loss: 0.9744 2020-06-19 10:14:36,128 - mmaction - INFO - Epoch [83][1840/1879] lr: 1.000e-04, eta: 7:43:21, time: 0.537, data_time: 0.038, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2872, loss: 1.2872 2020-06-19 10:14:47,328 - mmaction - INFO - Epoch [83][1860/1879] lr: 1.000e-04, eta: 7:43:02, time: 0.562, data_time: 0.059, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5002, loss: 1.5002 2020-06-19 10:15:02,939 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-06-19 10:16:55,175 - mmaction - INFO - Epoch [84][20/1879] lr: 1.000e-04, eta: 7:42:45, time: 5.580, data_time: 5.087, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2194, loss: 1.2194 2020-06-19 10:17:05,534 - mmaction - INFO - Epoch [84][40/1879] lr: 1.000e-04, eta: 7:42:26, time: 0.520, data_time: 0.144, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0027, loss: 1.0027 2020-06-19 10:17:18,595 - mmaction - INFO - Epoch [84][60/1879] lr: 1.000e-04, eta: 7:42:08, time: 0.651, data_time: 0.041, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9062, loss_cls: 0.9463, loss: 0.9463 2020-06-19 10:17:28,676 - mmaction - INFO - Epoch [84][80/1879] lr: 1.000e-04, eta: 7:41:49, time: 0.506, data_time: 0.036, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0587, loss: 1.0587 2020-06-19 10:17:41,618 - mmaction - INFO - Epoch [84][100/1879] lr: 1.000e-04, eta: 7:41:31, time: 0.647, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1033, loss: 1.1033 2020-06-19 10:17:50,940 - mmaction - INFO - Epoch [84][120/1879] lr: 1.000e-04, eta: 7:41:11, time: 0.464, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9313, loss_cls: 1.0375, loss: 1.0375 2020-06-19 10:18:03,235 - mmaction - INFO - Epoch [84][140/1879] lr: 1.000e-04, eta: 7:40:53, time: 0.617, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1954, loss: 1.1954 2020-06-19 10:18:12,862 - mmaction - INFO - Epoch [84][160/1879] lr: 1.000e-04, eta: 7:40:34, time: 0.480, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 1.0116, loss: 1.0116 2020-06-19 10:18:23,915 - mmaction - INFO - Epoch [84][180/1879] lr: 1.000e-04, eta: 7:40:15, time: 0.553, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1815, loss: 1.1815 2020-06-19 10:18:35,929 - mmaction - INFO - Epoch [84][200/1879] lr: 1.000e-04, eta: 7:39:56, time: 0.600, data_time: 0.002, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8875, loss_cls: 1.2841, loss: 1.2841 2020-06-19 10:18:45,780 - mmaction - INFO - Epoch [84][220/1879] lr: 1.000e-04, eta: 7:39:37, time: 0.493, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0963, loss: 1.0963 2020-06-19 10:18:56,877 - mmaction - INFO - Epoch [84][240/1879] lr: 1.000e-04, eta: 7:39:19, time: 0.555, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9754, loss: 0.9754 2020-06-19 10:19:06,882 - mmaction - INFO - Epoch [84][260/1879] lr: 1.000e-04, eta: 7:38:59, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1367, loss: 1.1367 2020-06-19 10:19:16,998 - mmaction - INFO - Epoch [84][280/1879] lr: 1.000e-04, eta: 7:38:41, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9695, loss: 0.9695 2020-06-19 10:19:27,221 - mmaction - INFO - Epoch [84][300/1879] lr: 1.000e-04, eta: 7:38:22, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3465, loss: 1.3465 2020-06-19 10:19:37,009 - mmaction - INFO - Epoch [84][320/1879] lr: 1.000e-04, eta: 7:38:02, time: 0.491, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0450, loss: 1.0450 2020-06-19 10:19:47,169 - mmaction - INFO - Epoch [84][340/1879] lr: 1.000e-04, eta: 7:37:43, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1679, loss: 1.1679 2020-06-19 10:19:56,813 - mmaction - INFO - Epoch [84][360/1879] lr: 1.000e-04, eta: 7:37:24, time: 0.484, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2073, loss: 1.2073 2020-06-19 10:20:07,051 - mmaction - INFO - Epoch [84][380/1879] lr: 1.000e-04, eta: 7:37:05, time: 0.511, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1244, loss: 1.1244 2020-06-19 10:20:17,326 - mmaction - INFO - Epoch [84][400/1879] lr: 1.000e-04, eta: 7:36:47, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 1.0761, loss: 1.0761 2020-06-19 10:20:27,828 - mmaction - INFO - Epoch [84][420/1879] lr: 1.000e-04, eta: 7:36:28, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2627, loss: 1.2627 2020-06-19 10:20:37,686 - mmaction - INFO - Epoch [84][440/1879] lr: 1.000e-04, eta: 7:36:09, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0216, loss: 1.0216 2020-06-19 10:20:47,634 - mmaction - INFO - Epoch [84][460/1879] lr: 1.000e-04, eta: 7:35:50, time: 0.495, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0676, loss: 1.0676 2020-06-19 10:20:57,837 - mmaction - INFO - Epoch [84][480/1879] lr: 1.000e-04, eta: 7:35:31, time: 0.512, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0949, loss: 1.0949 2020-06-19 10:21:07,706 - mmaction - INFO - Epoch [84][500/1879] lr: 1.000e-04, eta: 7:35:12, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1136, loss: 1.1136 2020-06-19 10:21:18,263 - mmaction - INFO - Epoch [84][520/1879] lr: 1.000e-04, eta: 7:34:53, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0811, loss: 1.0811 2020-06-19 10:21:27,821 - mmaction - INFO - Epoch [84][540/1879] lr: 1.000e-04, eta: 7:34:34, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9594, loss: 0.9594 2020-06-19 10:21:37,961 - mmaction - INFO - Epoch [84][560/1879] lr: 1.000e-04, eta: 7:34:15, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1490, loss: 1.1490 2020-06-19 10:21:48,777 - mmaction - INFO - Epoch [84][580/1879] lr: 1.000e-04, eta: 7:33:56, time: 0.540, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1837, loss: 1.1837 2020-06-19 10:21:59,016 - mmaction - INFO - Epoch [84][600/1879] lr: 1.000e-04, eta: 7:33:37, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.8597, loss: 0.8597 2020-06-19 10:22:08,616 - mmaction - INFO - Epoch [84][620/1879] lr: 1.000e-04, eta: 7:33:18, time: 0.482, data_time: 0.034, memory: 5168, top1_acc: 0.7812, top5_acc: 0.8938, loss_cls: 1.0284, loss: 1.0284 2020-06-19 10:22:18,080 - mmaction - INFO - Epoch [84][640/1879] lr: 1.000e-04, eta: 7:32:59, time: 0.472, data_time: 0.014, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8438, loss_cls: 1.2913, loss: 1.2913 2020-06-19 10:22:29,091 - mmaction - INFO - Epoch [84][660/1879] lr: 1.000e-04, eta: 7:32:40, time: 0.551, data_time: 0.039, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2458, loss: 1.2458 2020-06-19 10:22:38,734 - mmaction - INFO - Epoch [84][680/1879] lr: 1.000e-04, eta: 7:32:21, time: 0.482, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0599, loss: 1.0599 2020-06-19 10:22:48,426 - mmaction - INFO - Epoch [84][700/1879] lr: 1.000e-04, eta: 7:32:02, time: 0.487, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0764, loss: 1.0764 2020-06-19 10:22:59,450 - mmaction - INFO - Epoch [84][720/1879] lr: 1.000e-04, eta: 7:31:43, time: 0.549, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9667, loss: 0.9667 2020-06-19 10:23:09,339 - mmaction - INFO - Epoch [84][740/1879] lr: 1.000e-04, eta: 7:31:24, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1615, loss: 1.1615 2020-06-19 10:23:18,949 - mmaction - INFO - Epoch [84][760/1879] lr: 1.000e-04, eta: 7:31:05, time: 0.478, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9217, loss: 0.9217 2020-06-19 10:23:29,534 - mmaction - INFO - Epoch [84][780/1879] lr: 1.000e-04, eta: 7:30:46, time: 0.532, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0257, loss: 1.0257 2020-06-19 10:23:39,585 - mmaction - INFO - Epoch [84][800/1879] lr: 1.000e-04, eta: 7:30:27, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.3174, loss: 1.3174 2020-06-19 10:23:50,056 - mmaction - INFO - Epoch [84][820/1879] lr: 1.000e-04, eta: 7:30:09, time: 0.524, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0055, loss: 1.0055 2020-06-19 10:23:59,646 - mmaction - INFO - Epoch [84][840/1879] lr: 1.000e-04, eta: 7:29:50, time: 0.479, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9950, loss: 0.9950 2020-06-19 10:24:09,367 - mmaction - INFO - Epoch [84][860/1879] lr: 1.000e-04, eta: 7:29:31, time: 0.488, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 0.9623, loss: 0.9623 2020-06-19 10:24:19,811 - mmaction - INFO - Epoch [84][880/1879] lr: 1.000e-04, eta: 7:29:12, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.8201, loss: 0.8201 2020-06-19 10:24:29,950 - mmaction - INFO - Epoch [84][900/1879] lr: 1.000e-04, eta: 7:28:53, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9932, loss: 0.9932 2020-06-19 10:24:40,423 - mmaction - INFO - Epoch [84][920/1879] lr: 1.000e-04, eta: 7:28:34, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 0.9775, loss: 0.9775 2020-06-19 10:24:49,796 - mmaction - INFO - Epoch [84][940/1879] lr: 1.000e-04, eta: 7:28:15, time: 0.469, data_time: 0.004, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8828, loss: 0.8828 2020-06-19 10:24:59,975 - mmaction - INFO - Epoch [84][960/1879] lr: 1.000e-04, eta: 7:27:56, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8573, loss: 0.8573 2020-06-19 10:25:09,556 - mmaction - INFO - Epoch [84][980/1879] lr: 1.000e-04, eta: 7:27:37, time: 0.479, data_time: 0.010, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9618, loss: 0.9618 2020-06-19 10:25:19,917 - mmaction - INFO - Epoch [84][1000/1879] lr: 1.000e-04, eta: 7:27:18, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1810, loss: 1.1810 2020-06-19 10:25:30,320 - mmaction - INFO - Epoch [84][1020/1879] lr: 1.000e-04, eta: 7:26:59, time: 0.517, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0545, loss: 1.0545 2020-06-19 10:25:40,281 - mmaction - INFO - Epoch [84][1040/1879] lr: 1.000e-04, eta: 7:26:40, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0209, loss: 1.0209 2020-06-19 10:25:50,682 - mmaction - INFO - Epoch [84][1060/1879] lr: 1.000e-04, eta: 7:26:22, time: 0.519, data_time: 0.134, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2765, loss: 1.2765 2020-06-19 10:26:00,738 - mmaction - INFO - Epoch [84][1080/1879] lr: 1.000e-04, eta: 7:26:03, time: 0.503, data_time: 0.040, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9420, loss: 0.9420 2020-06-19 10:26:11,111 - mmaction - INFO - Epoch [84][1100/1879] lr: 1.000e-04, eta: 7:25:44, time: 0.521, data_time: 0.077, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1054, loss: 1.1054 2020-06-19 10:26:20,786 - mmaction - INFO - Epoch [84][1120/1879] lr: 1.000e-04, eta: 7:25:25, time: 0.481, data_time: 0.112, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1892, loss: 1.1892 2020-06-19 10:26:31,080 - mmaction - INFO - Epoch [84][1140/1879] lr: 1.000e-04, eta: 7:25:06, time: 0.515, data_time: 0.168, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.2311, loss: 1.2311 2020-06-19 10:26:41,352 - mmaction - INFO - Epoch [84][1160/1879] lr: 1.000e-04, eta: 7:24:47, time: 0.512, data_time: 0.107, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9772, loss: 0.9772 2020-06-19 10:26:51,800 - mmaction - INFO - Epoch [84][1180/1879] lr: 1.000e-04, eta: 7:24:28, time: 0.522, data_time: 0.077, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0175, loss: 1.0175 2020-06-19 10:27:01,587 - mmaction - INFO - Epoch [84][1200/1879] lr: 1.000e-04, eta: 7:24:09, time: 0.491, data_time: 0.078, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2696, loss: 1.2696 2020-06-19 10:27:11,391 - mmaction - INFO - Epoch [84][1220/1879] lr: 1.000e-04, eta: 7:23:50, time: 0.488, data_time: 0.088, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2559, loss: 1.2559 2020-06-19 10:27:21,467 - mmaction - INFO - Epoch [84][1240/1879] lr: 1.000e-04, eta: 7:23:31, time: 0.506, data_time: 0.051, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1086, loss: 1.1086 2020-06-19 10:27:31,298 - mmaction - INFO - Epoch [84][1260/1879] lr: 1.000e-04, eta: 7:23:13, time: 0.491, data_time: 0.068, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.0677, loss: 1.0677 2020-06-19 10:27:42,070 - mmaction - INFO - Epoch [84][1280/1879] lr: 1.000e-04, eta: 7:22:54, time: 0.539, data_time: 0.012, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.1344, loss: 1.1344 2020-06-19 10:27:52,556 - mmaction - INFO - Epoch [84][1300/1879] lr: 1.000e-04, eta: 7:22:35, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0430, loss: 1.0430 2020-06-19 10:28:02,148 - mmaction - INFO - Epoch [84][1320/1879] lr: 1.000e-04, eta: 7:22:16, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3527, loss: 1.3527 2020-06-19 10:28:13,037 - mmaction - INFO - Epoch [84][1340/1879] lr: 1.000e-04, eta: 7:21:57, time: 0.545, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2752, loss: 1.2752 2020-06-19 10:28:22,606 - mmaction - INFO - Epoch [84][1360/1879] lr: 1.000e-04, eta: 7:21:38, time: 0.476, data_time: 0.000, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.1983, loss: 1.1983 2020-06-19 10:28:32,683 - mmaction - INFO - Epoch [84][1380/1879] lr: 1.000e-04, eta: 7:21:20, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0522, loss: 1.0522 2020-06-19 10:28:42,846 - mmaction - INFO - Epoch [84][1400/1879] lr: 1.000e-04, eta: 7:21:01, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1873, loss: 1.1873 2020-06-19 10:28:53,397 - mmaction - INFO - Epoch [84][1420/1879] lr: 1.000e-04, eta: 7:20:42, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1537, loss: 1.1537 2020-06-19 10:29:03,753 - mmaction - INFO - Epoch [84][1440/1879] lr: 1.000e-04, eta: 7:20:23, time: 0.517, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9917, loss: 0.9917 2020-06-19 10:29:13,485 - mmaction - INFO - Epoch [84][1460/1879] lr: 1.000e-04, eta: 7:20:04, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9702, loss: 0.9702 2020-06-19 10:29:23,346 - mmaction - INFO - Epoch [84][1480/1879] lr: 1.000e-04, eta: 7:19:45, time: 0.491, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9482, loss: 0.9482 2020-06-19 10:29:34,058 - mmaction - INFO - Epoch [84][1500/1879] lr: 1.000e-04, eta: 7:19:27, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3415, loss: 1.3415 2020-06-19 10:29:44,530 - mmaction - INFO - Epoch [84][1520/1879] lr: 1.000e-04, eta: 7:19:08, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2183, loss: 1.2183 2020-06-19 10:29:53,744 - mmaction - INFO - Epoch [84][1540/1879] lr: 1.000e-04, eta: 7:18:49, time: 0.461, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.8727, loss: 0.8727 2020-06-19 10:30:45,804 - mmaction - INFO - Epoch [84][1560/1879] lr: 1.000e-04, eta: 7:18:39, time: 2.604, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2430, loss: 1.2430 2020-06-19 10:30:57,371 - mmaction - INFO - Epoch [84][1580/1879] lr: 1.000e-04, eta: 7:18:20, time: 0.578, data_time: 0.029, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1061, loss: 1.1061 2020-06-19 10:31:26,564 - mmaction - INFO - Epoch [84][1600/1879] lr: 1.000e-04, eta: 7:18:05, time: 1.459, data_time: 0.286, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 0.9836, loss: 0.9836 2020-06-19 10:31:50,624 - mmaction - INFO - Epoch [84][1620/1879] lr: 1.000e-04, eta: 7:17:49, time: 1.204, data_time: 0.002, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7430, loss: 0.7430 2020-06-19 10:32:09,663 - mmaction - INFO - Epoch [84][1640/1879] lr: 1.000e-04, eta: 7:17:33, time: 0.952, data_time: 0.596, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0384, loss: 1.0384 2020-06-19 10:32:28,191 - mmaction - INFO - Epoch [84][1660/1879] lr: 1.000e-04, eta: 7:17:15, time: 0.927, data_time: 0.025, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0094, loss: 1.0094 2020-06-19 10:32:46,491 - mmaction - INFO - Epoch [84][1680/1879] lr: 1.000e-04, eta: 7:16:58, time: 0.913, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9833, loss: 0.9833 2020-06-19 10:33:03,373 - mmaction - INFO - Epoch [84][1700/1879] lr: 1.000e-04, eta: 7:16:41, time: 0.847, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1618, loss: 1.1618 2020-06-19 10:33:28,511 - mmaction - INFO - Epoch [84][1720/1879] lr: 1.000e-04, eta: 7:16:25, time: 1.257, data_time: 0.100, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 1.0414, loss: 1.0414 2020-06-19 10:33:40,827 - mmaction - INFO - Epoch [84][1740/1879] lr: 1.000e-04, eta: 7:16:07, time: 0.616, data_time: 0.042, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3046, loss: 1.3046 2020-06-19 10:33:57,321 - mmaction - INFO - Epoch [84][1760/1879] lr: 1.000e-04, eta: 7:15:49, time: 0.825, data_time: 0.010, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.0919, loss: 1.0919 2020-06-19 10:34:18,643 - mmaction - INFO - Epoch [84][1780/1879] lr: 1.000e-04, eta: 7:15:33, time: 1.063, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 1.0189, loss: 1.0189 2020-06-19 10:34:53,156 - mmaction - INFO - Epoch [84][1800/1879] lr: 1.000e-04, eta: 7:15:19, time: 1.728, data_time: 0.089, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0278, loss: 1.0278 2020-06-19 10:35:22,976 - mmaction - INFO - Epoch [84][1820/1879] lr: 1.000e-04, eta: 7:15:04, time: 1.491, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.4402, loss: 1.4402 2020-06-19 10:35:39,493 - mmaction - INFO - Epoch [84][1840/1879] lr: 1.000e-04, eta: 7:14:47, time: 0.825, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0813, loss: 1.0813 2020-06-19 10:35:57,928 - mmaction - INFO - Epoch [84][1860/1879] lr: 1.000e-04, eta: 7:14:30, time: 0.923, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1698, loss: 1.1698 2020-06-19 10:36:20,077 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-06-19 10:38:01,589 - mmaction - INFO - Epoch [85][20/1879] lr: 1.000e-04, eta: 7:14:10, time: 5.048, data_time: 4.265, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9149, loss: 0.9149 2020-06-19 10:38:15,917 - mmaction - INFO - Epoch [85][40/1879] lr: 1.000e-04, eta: 7:13:52, time: 0.717, data_time: 0.005, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9055, loss: 0.9055 2020-06-19 10:38:34,746 - mmaction - INFO - Epoch [85][60/1879] lr: 1.000e-04, eta: 7:13:35, time: 0.942, data_time: 0.036, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3448, loss: 1.3448 2020-06-19 10:38:50,122 - mmaction - INFO - Epoch [85][80/1879] lr: 1.000e-04, eta: 7:13:17, time: 0.769, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1989, loss: 1.1989 2020-06-19 10:39:11,646 - mmaction - INFO - Epoch [85][100/1879] lr: 1.000e-04, eta: 7:13:01, time: 1.076, data_time: 0.234, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9704, loss: 0.9704 2020-06-19 10:39:31,715 - mmaction - INFO - Epoch [85][120/1879] lr: 1.000e-04, eta: 7:12:44, time: 1.002, data_time: 0.038, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1961, loss: 1.1961 2020-06-19 10:39:59,051 - mmaction - INFO - Epoch [85][140/1879] lr: 1.000e-04, eta: 7:12:29, time: 1.368, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1683, loss: 1.1683 2020-06-19 10:40:25,609 - mmaction - INFO - Epoch [85][160/1879] lr: 1.000e-04, eta: 7:12:13, time: 1.325, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.8772, loss: 0.8772 2020-06-19 10:40:41,168 - mmaction - INFO - Epoch [85][180/1879] lr: 1.000e-04, eta: 7:11:55, time: 0.780, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1308, loss: 1.1308 2020-06-19 10:41:19,611 - mmaction - INFO - Epoch [85][200/1879] lr: 1.000e-04, eta: 7:11:42, time: 1.923, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9887, loss: 0.9887 2020-06-19 10:41:47,921 - mmaction - INFO - Epoch [85][220/1879] lr: 1.000e-04, eta: 7:11:27, time: 1.415, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0847, loss: 1.0847 2020-06-19 10:41:59,446 - mmaction - INFO - Epoch [85][240/1879] lr: 1.000e-04, eta: 7:11:09, time: 0.575, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0078, loss: 1.0078 2020-06-19 10:42:14,689 - mmaction - INFO - Epoch [85][260/1879] lr: 1.000e-04, eta: 7:10:51, time: 0.763, data_time: 0.267, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0550, loss: 1.0550 2020-06-19 10:42:30,168 - mmaction - INFO - Epoch [85][280/1879] lr: 1.000e-04, eta: 7:10:33, time: 0.774, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0496, loss: 1.0496 2020-06-19 10:42:58,138 - mmaction - INFO - Epoch [85][300/1879] lr: 1.000e-04, eta: 7:10:18, time: 1.399, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0758, loss: 1.0758 2020-06-19 10:43:17,426 - mmaction - INFO - Epoch [85][320/1879] lr: 1.000e-04, eta: 7:10:01, time: 0.962, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9486, loss: 0.9486 2020-06-19 10:43:37,671 - mmaction - INFO - Epoch [85][340/1879] lr: 1.000e-04, eta: 7:09:44, time: 1.014, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1532, loss: 1.1532 2020-06-19 10:44:01,149 - mmaction - INFO - Epoch [85][360/1879] lr: 1.000e-04, eta: 7:09:28, time: 1.173, data_time: 0.153, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8688, loss_cls: 1.1389, loss: 1.1389 2020-06-19 10:44:25,863 - mmaction - INFO - Epoch [85][380/1879] lr: 1.000e-04, eta: 7:09:13, time: 1.236, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9062, loss_cls: 0.9367, loss: 0.9367 2020-06-19 10:44:37,842 - mmaction - INFO - Epoch [85][400/1879] lr: 1.000e-04, eta: 7:08:54, time: 0.599, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0486, loss: 1.0486 2020-06-19 10:44:50,835 - mmaction - INFO - Epoch [85][420/1879] lr: 1.000e-04, eta: 7:08:36, time: 0.648, data_time: 0.006, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0086, loss: 1.0086 2020-06-19 10:45:13,474 - mmaction - INFO - Epoch [85][440/1879] lr: 1.000e-04, eta: 7:08:20, time: 1.133, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1812, loss: 1.1812 2020-06-19 10:45:24,309 - mmaction - INFO - Epoch [85][460/1879] lr: 1.000e-04, eta: 7:08:01, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1719, loss: 1.1719 2020-06-19 10:45:42,916 - mmaction - INFO - Epoch [85][480/1879] lr: 1.000e-04, eta: 7:07:44, time: 0.931, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1020, loss: 1.1020 2020-06-19 10:45:58,533 - mmaction - INFO - Epoch [85][500/1879] lr: 1.000e-04, eta: 7:07:26, time: 0.780, data_time: 0.096, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1133, loss: 1.1133 2020-06-19 10:46:18,998 - mmaction - INFO - Epoch [85][520/1879] lr: 1.000e-04, eta: 7:07:09, time: 1.024, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0970, loss: 1.0970 2020-06-19 10:46:30,209 - mmaction - INFO - Epoch [85][540/1879] lr: 1.000e-04, eta: 7:06:51, time: 0.559, data_time: 0.000, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0443, loss: 1.0443 2020-06-19 10:46:48,914 - mmaction - INFO - Epoch [85][560/1879] lr: 1.000e-04, eta: 7:06:34, time: 0.936, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1027, loss: 1.1027 2020-06-19 10:47:15,367 - mmaction - INFO - Epoch [85][580/1879] lr: 1.000e-04, eta: 7:06:18, time: 1.321, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0191, loss: 1.0191 2020-06-19 10:47:39,066 - mmaction - INFO - Epoch [85][600/1879] lr: 1.000e-04, eta: 7:06:02, time: 1.186, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.0821, loss: 1.0821 2020-06-19 10:47:56,380 - mmaction - INFO - Epoch [85][620/1879] lr: 1.000e-04, eta: 7:05:45, time: 0.863, data_time: 0.425, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9757, loss: 0.9757 2020-06-19 10:48:13,226 - mmaction - INFO - Epoch [85][640/1879] lr: 1.000e-04, eta: 7:05:27, time: 0.845, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.0929, loss: 1.0929 2020-06-19 10:48:32,799 - mmaction - INFO - Epoch [85][660/1879] lr: 1.000e-04, eta: 7:05:10, time: 0.977, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.9009, loss: 0.9009 2020-06-19 10:48:54,819 - mmaction - INFO - Epoch [85][680/1879] lr: 1.000e-04, eta: 7:04:54, time: 1.100, data_time: 0.459, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9916, loss: 0.9916 2020-06-19 10:49:26,879 - mmaction - INFO - Epoch [85][700/1879] lr: 1.000e-04, eta: 7:04:40, time: 1.606, data_time: 0.031, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2393, loss: 1.2393 2020-06-19 10:49:53,529 - mmaction - INFO - Epoch [85][720/1879] lr: 1.000e-04, eta: 7:04:24, time: 1.332, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8562, loss_cls: 1.1994, loss: 1.1994 2020-06-19 10:50:18,030 - mmaction - INFO - Epoch [85][740/1879] lr: 1.000e-04, eta: 7:04:08, time: 1.225, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9940, loss: 0.9940 2020-06-19 10:50:41,431 - mmaction - INFO - Epoch [85][760/1879] lr: 1.000e-04, eta: 7:03:52, time: 1.170, data_time: 0.409, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9285, loss: 0.9285 2020-06-19 10:51:01,050 - mmaction - INFO - Epoch [85][780/1879] lr: 1.000e-04, eta: 7:03:35, time: 0.981, data_time: 0.000, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 0.9742, loss: 0.9742 2020-06-19 10:51:28,828 - mmaction - INFO - Epoch [85][800/1879] lr: 1.000e-04, eta: 7:03:20, time: 1.389, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0284, loss: 1.0284 2020-06-19 10:51:41,224 - mmaction - INFO - Epoch [85][820/1879] lr: 1.000e-04, eta: 7:03:02, time: 0.618, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3008, loss: 1.3008 2020-06-19 10:52:01,386 - mmaction - INFO - Epoch [85][840/1879] lr: 1.000e-04, eta: 7:02:45, time: 1.008, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.4302, loss: 1.4302 2020-06-19 10:52:24,248 - mmaction - INFO - Epoch [85][860/1879] lr: 1.000e-04, eta: 7:02:29, time: 1.146, data_time: 0.762, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1733, loss: 1.1733 2020-06-19 10:52:45,714 - mmaction - INFO - Epoch [85][880/1879] lr: 1.000e-04, eta: 7:02:12, time: 1.073, data_time: 0.000, memory: 5168, top1_acc: 0.8250, top5_acc: 0.9250, loss_cls: 0.9003, loss: 0.9003 2020-06-19 10:53:14,310 - mmaction - INFO - Epoch [85][900/1879] lr: 1.000e-04, eta: 7:01:57, time: 1.430, data_time: 0.019, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.0897, loss: 1.0897 2020-06-19 10:53:35,336 - mmaction - INFO - Epoch [85][920/1879] lr: 1.000e-04, eta: 7:01:40, time: 1.051, data_time: 0.015, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0297, loss: 1.0297 2020-06-19 10:53:49,901 - mmaction - INFO - Epoch [85][940/1879] lr: 1.000e-04, eta: 7:01:22, time: 0.726, data_time: 0.113, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9970, loss: 0.9970 2020-06-19 10:54:16,175 - mmaction - INFO - Epoch [85][960/1879] lr: 1.000e-04, eta: 7:01:07, time: 1.316, data_time: 0.333, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1468, loss: 1.1468 2020-06-19 10:54:41,456 - mmaction - INFO - Epoch [85][980/1879] lr: 1.000e-04, eta: 7:00:51, time: 1.264, data_time: 0.275, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1063, loss: 1.1063 2020-06-19 10:55:24,605 - mmaction - INFO - Epoch [85][1000/1879] lr: 1.000e-04, eta: 7:00:39, time: 2.158, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.1816, loss: 1.1816 2020-06-19 10:55:35,385 - mmaction - INFO - Epoch [85][1020/1879] lr: 1.000e-04, eta: 7:00:20, time: 0.539, data_time: 0.009, memory: 5168, top1_acc: 0.7812, top5_acc: 0.8938, loss_cls: 0.9395, loss: 0.9395 2020-06-19 10:55:52,287 - mmaction - INFO - Epoch [85][1040/1879] lr: 1.000e-04, eta: 7:00:03, time: 0.846, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0900, loss: 1.0900 2020-06-19 10:56:08,201 - mmaction - INFO - Epoch [85][1060/1879] lr: 1.000e-04, eta: 6:59:45, time: 0.795, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0195, loss: 1.0195 2020-06-19 10:56:32,807 - mmaction - INFO - Epoch [85][1080/1879] lr: 1.000e-04, eta: 6:59:29, time: 1.230, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8375, loss_cls: 1.3941, loss: 1.3941 2020-06-19 10:57:00,496 - mmaction - INFO - Epoch [85][1100/1879] lr: 1.000e-04, eta: 6:59:14, time: 1.384, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0863, loss: 1.0863 2020-06-19 10:57:14,882 - mmaction - INFO - Epoch [85][1120/1879] lr: 1.000e-04, eta: 6:58:56, time: 0.721, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0621, loss: 1.0621 2020-06-19 10:57:43,734 - mmaction - INFO - Epoch [85][1140/1879] lr: 1.000e-04, eta: 6:58:41, time: 1.443, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0390, loss: 1.0390 2020-06-19 10:58:03,646 - mmaction - INFO - Epoch [85][1160/1879] lr: 1.000e-04, eta: 6:58:24, time: 0.994, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1240, loss: 1.1240 2020-06-19 10:58:29,872 - mmaction - INFO - Epoch [85][1180/1879] lr: 1.000e-04, eta: 6:58:08, time: 1.312, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 0.9886, loss: 0.9886 2020-06-19 10:59:00,443 - mmaction - INFO - Epoch [85][1200/1879] lr: 1.000e-04, eta: 6:57:53, time: 1.528, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2587, loss: 1.2587 2020-06-19 10:59:27,626 - mmaction - INFO - Epoch [85][1220/1879] lr: 1.000e-04, eta: 6:57:38, time: 1.360, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9437, loss_cls: 0.7895, loss: 0.7895 2020-06-19 10:59:43,342 - mmaction - INFO - Epoch [85][1240/1879] lr: 1.000e-04, eta: 6:57:20, time: 0.786, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1715, loss: 1.1715 2020-06-19 11:00:00,318 - mmaction - INFO - Epoch [85][1260/1879] lr: 1.000e-04, eta: 6:57:03, time: 0.848, data_time: 0.031, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9725, loss: 0.9725 2020-06-19 11:00:16,404 - mmaction - INFO - Epoch [85][1280/1879] lr: 1.000e-04, eta: 6:56:45, time: 0.802, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9504, loss: 0.9504 2020-06-19 11:00:31,721 - mmaction - INFO - Epoch [85][1300/1879] lr: 1.000e-04, eta: 6:56:27, time: 0.769, data_time: 0.005, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.0890, loss: 1.0890 2020-06-19 11:00:46,964 - mmaction - INFO - Epoch [85][1320/1879] lr: 1.000e-04, eta: 6:56:10, time: 0.762, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9284, loss: 0.9284 2020-06-19 11:01:03,269 - mmaction - INFO - Epoch [85][1340/1879] lr: 1.000e-04, eta: 6:55:52, time: 0.816, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9832, loss: 0.9832 2020-06-19 11:01:29,479 - mmaction - INFO - Epoch [85][1360/1879] lr: 1.000e-04, eta: 6:55:36, time: 1.311, data_time: 0.010, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.0869, loss: 1.0869 2020-06-19 11:01:50,477 - mmaction - INFO - Epoch [85][1380/1879] lr: 1.000e-04, eta: 6:55:20, time: 1.048, data_time: 0.116, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0172, loss: 1.0172 2020-06-19 11:02:03,156 - mmaction - INFO - Epoch [85][1400/1879] lr: 1.000e-04, eta: 6:55:01, time: 0.635, data_time: 0.020, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.1155, loss: 1.1155 2020-06-19 11:02:17,736 - mmaction - INFO - Epoch [85][1420/1879] lr: 1.000e-04, eta: 6:54:43, time: 0.728, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 1.0259, loss: 1.0259 2020-06-19 11:02:34,901 - mmaction - INFO - Epoch [85][1440/1879] lr: 1.000e-04, eta: 6:54:26, time: 0.859, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 0.9976, loss: 0.9976 2020-06-19 11:02:57,147 - mmaction - INFO - Epoch [85][1460/1879] lr: 1.000e-04, eta: 6:54:10, time: 1.113, data_time: 0.016, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1915, loss: 1.1915 2020-06-19 11:03:13,504 - mmaction - INFO - Epoch [85][1480/1879] lr: 1.000e-04, eta: 6:53:52, time: 0.818, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0383, loss: 1.0383 2020-06-19 11:03:29,613 - mmaction - INFO - Epoch [85][1500/1879] lr: 1.000e-04, eta: 6:53:34, time: 0.806, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0558, loss: 1.0558 2020-06-19 11:03:47,793 - mmaction - INFO - Epoch [85][1520/1879] lr: 1.000e-04, eta: 6:53:17, time: 0.909, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1720, loss: 1.1720 2020-06-19 11:04:02,183 - mmaction - INFO - Epoch [85][1540/1879] lr: 1.000e-04, eta: 6:52:59, time: 0.720, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1569, loss: 1.1569 2020-06-19 11:04:24,452 - mmaction - INFO - Epoch [85][1560/1879] lr: 1.000e-04, eta: 6:52:43, time: 1.112, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0264, loss: 1.0264 2020-06-19 11:04:37,698 - mmaction - INFO - Epoch [85][1580/1879] lr: 1.000e-04, eta: 6:52:25, time: 0.664, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9606, loss: 0.9606 2020-06-19 11:04:50,626 - mmaction - INFO - Epoch [85][1600/1879] lr: 1.000e-04, eta: 6:52:06, time: 0.646, data_time: 0.000, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9125, loss_cls: 0.8590, loss: 0.8590 2020-06-19 11:05:14,531 - mmaction - INFO - Epoch [85][1620/1879] lr: 1.000e-04, eta: 6:51:50, time: 1.194, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3694, loss: 1.3694 2020-06-19 11:05:34,172 - mmaction - INFO - Epoch [85][1640/1879] lr: 1.000e-04, eta: 6:51:33, time: 0.984, data_time: 0.590, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9735, loss: 0.9735 2020-06-19 11:05:49,572 - mmaction - INFO - Epoch [85][1660/1879] lr: 1.000e-04, eta: 6:51:16, time: 0.768, data_time: 0.019, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0047, loss: 1.0047 2020-06-19 11:06:07,576 - mmaction - INFO - Epoch [85][1680/1879] lr: 1.000e-04, eta: 6:50:58, time: 0.901, data_time: 0.428, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3268, loss: 1.3268 2020-06-19 11:06:31,179 - mmaction - INFO - Epoch [85][1700/1879] lr: 1.000e-04, eta: 6:50:42, time: 1.181, data_time: 0.030, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1038, loss: 1.1038 2020-06-19 11:06:45,085 - mmaction - INFO - Epoch [85][1720/1879] lr: 1.000e-04, eta: 6:50:24, time: 0.695, data_time: 0.068, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8500, loss_cls: 1.2652, loss: 1.2652 2020-06-19 11:07:15,567 - mmaction - INFO - Epoch [85][1740/1879] lr: 1.000e-04, eta: 6:50:09, time: 1.524, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0405, loss: 1.0405 2020-06-19 11:07:39,043 - mmaction - INFO - Epoch [85][1760/1879] lr: 1.000e-04, eta: 6:49:53, time: 1.174, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1423, loss: 1.1423 2020-06-19 11:08:02,853 - mmaction - INFO - Epoch [85][1780/1879] lr: 1.000e-04, eta: 6:49:37, time: 1.190, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2241, loss: 1.2241 2020-06-19 11:08:21,834 - mmaction - INFO - Epoch [85][1800/1879] lr: 1.000e-04, eta: 6:49:20, time: 0.948, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0320, loss: 1.0320 2020-06-19 11:08:37,403 - mmaction - INFO - Epoch [85][1820/1879] lr: 1.000e-04, eta: 6:49:02, time: 0.778, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0482, loss: 1.0482 2020-06-19 11:08:59,612 - mmaction - INFO - Epoch [85][1840/1879] lr: 1.000e-04, eta: 6:48:46, time: 1.110, data_time: 0.003, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9187, loss_cls: 0.9165, loss: 0.9165 2020-06-19 11:09:19,294 - mmaction - INFO - Epoch [85][1860/1879] lr: 1.000e-04, eta: 6:48:29, time: 0.986, data_time: 0.029, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.8108, loss: 0.8108 2020-06-19 11:09:53,036 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-06-19 11:12:08,802 - mmaction - INFO - Epoch [86][20/1879] lr: 1.000e-04, eta: 6:48:14, time: 6.702, data_time: 5.623, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1591, loss: 1.1591 2020-06-19 11:12:35,314 - mmaction - INFO - Epoch [86][40/1879] lr: 1.000e-04, eta: 6:47:59, time: 1.325, data_time: 0.004, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0446, loss: 1.0446 2020-06-19 11:13:01,989 - mmaction - INFO - Epoch [86][60/1879] lr: 1.000e-04, eta: 6:47:43, time: 1.334, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0844, loss: 1.0844 2020-06-19 11:13:32,262 - mmaction - INFO - Epoch [86][80/1879] lr: 1.000e-04, eta: 6:47:28, time: 1.512, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0584, loss: 1.0584 2020-06-19 11:13:48,159 - mmaction - INFO - Epoch [86][100/1879] lr: 1.000e-04, eta: 6:47:10, time: 0.798, data_time: 0.004, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9744, loss: 0.9744 2020-06-19 11:14:07,583 - mmaction - INFO - Epoch [86][120/1879] lr: 1.000e-04, eta: 6:46:53, time: 0.969, data_time: 0.000, memory: 5168, top1_acc: 0.7812, top5_acc: 0.8938, loss_cls: 0.9988, loss: 0.9988 2020-06-19 11:14:23,523 - mmaction - INFO - Epoch [86][140/1879] lr: 1.000e-04, eta: 6:46:36, time: 0.799, data_time: 0.068, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0291, loss: 1.0291 2020-06-19 11:14:42,875 - mmaction - INFO - Epoch [86][160/1879] lr: 1.000e-04, eta: 6:46:19, time: 0.967, data_time: 0.098, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.8190, loss: 0.8190 2020-06-19 11:15:16,124 - mmaction - INFO - Epoch [86][180/1879] lr: 1.000e-04, eta: 6:46:04, time: 1.663, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1967, loss: 1.1967 2020-06-19 11:15:29,848 - mmaction - INFO - Epoch [86][200/1879] lr: 1.000e-04, eta: 6:45:46, time: 0.685, data_time: 0.005, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9062, loss_cls: 0.8636, loss: 0.8636 2020-06-19 11:15:44,110 - mmaction - INFO - Epoch [86][220/1879] lr: 1.000e-04, eta: 6:45:28, time: 0.714, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0430, loss: 1.0430 2020-06-19 11:15:59,373 - mmaction - INFO - Epoch [86][240/1879] lr: 1.000e-04, eta: 6:45:10, time: 0.762, data_time: 0.009, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3934, loss: 1.3934 2020-06-19 11:16:26,007 - mmaction - INFO - Epoch [86][260/1879] lr: 1.000e-04, eta: 6:44:55, time: 1.333, data_time: 0.519, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4003, loss: 1.4003 2020-06-19 11:16:45,915 - mmaction - INFO - Epoch [86][280/1879] lr: 1.000e-04, eta: 6:44:38, time: 0.994, data_time: 0.015, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9904, loss: 0.9904 2020-06-19 11:17:00,846 - mmaction - INFO - Epoch [86][300/1879] lr: 1.000e-04, eta: 6:44:20, time: 0.749, data_time: 0.003, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9187, loss_cls: 0.9163, loss: 0.9163 2020-06-19 11:17:21,131 - mmaction - INFO - Epoch [86][320/1879] lr: 1.000e-04, eta: 6:44:03, time: 1.015, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0822, loss: 1.0822 2020-06-19 11:17:35,000 - mmaction - INFO - Epoch [86][340/1879] lr: 1.000e-04, eta: 6:43:45, time: 0.692, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9931, loss: 0.9931 2020-06-19 11:17:58,366 - mmaction - INFO - Epoch [86][360/1879] lr: 1.000e-04, eta: 6:43:29, time: 1.168, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 0.9542, loss: 0.9542 2020-06-19 11:18:17,342 - mmaction - INFO - Epoch [86][380/1879] lr: 1.000e-04, eta: 6:43:12, time: 0.950, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.8812, loss_cls: 1.0011, loss: 1.0011 2020-06-19 11:18:33,214 - mmaction - INFO - Epoch [86][400/1879] lr: 1.000e-04, eta: 6:42:54, time: 0.794, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0771, loss: 1.0771 2020-06-19 11:18:52,884 - mmaction - INFO - Epoch [86][420/1879] lr: 1.000e-04, eta: 6:42:37, time: 0.981, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8108, loss: 0.8108 2020-06-19 11:19:26,773 - mmaction - INFO - Epoch [86][440/1879] lr: 1.000e-04, eta: 6:42:23, time: 1.696, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0557, loss: 1.0557 2020-06-19 11:19:45,873 - mmaction - INFO - Epoch [86][460/1879] lr: 1.000e-04, eta: 6:42:06, time: 0.956, data_time: 0.056, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9437, loss_cls: 0.9016, loss: 0.9016 2020-06-19 11:20:11,425 - mmaction - INFO - Epoch [86][480/1879] lr: 1.000e-04, eta: 6:41:50, time: 1.277, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3713, loss: 1.3713 2020-06-19 11:20:29,226 - mmaction - INFO - Epoch [86][500/1879] lr: 1.000e-04, eta: 6:41:32, time: 0.888, data_time: 0.519, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0147, loss: 1.0147 2020-06-19 11:20:48,573 - mmaction - INFO - Epoch [86][520/1879] lr: 1.000e-04, eta: 6:41:15, time: 0.969, data_time: 0.291, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0004, loss: 1.0004 2020-06-19 11:21:02,608 - mmaction - INFO - Epoch [86][540/1879] lr: 1.000e-04, eta: 6:40:57, time: 0.702, data_time: 0.039, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2453, loss: 1.2453 2020-06-19 11:21:17,363 - mmaction - INFO - Epoch [86][560/1879] lr: 1.000e-04, eta: 6:40:39, time: 0.737, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0371, loss: 1.0371 2020-06-19 11:21:41,317 - mmaction - INFO - Epoch [86][580/1879] lr: 1.000e-04, eta: 6:40:23, time: 1.195, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0315, loss: 1.0315 2020-06-19 11:22:07,883 - mmaction - INFO - Epoch [86][600/1879] lr: 1.000e-04, eta: 6:40:07, time: 1.329, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.1819, loss: 1.1819 2020-06-19 11:22:20,634 - mmaction - INFO - Epoch [86][620/1879] lr: 1.000e-04, eta: 6:39:49, time: 0.638, data_time: 0.082, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1359, loss: 1.1359 2020-06-19 11:22:31,609 - mmaction - INFO - Epoch [86][640/1879] lr: 1.000e-04, eta: 6:39:31, time: 0.550, data_time: 0.002, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9437, loss_cls: 0.7829, loss: 0.7829 2020-06-19 11:22:51,528 - mmaction - INFO - Epoch [86][660/1879] lr: 1.000e-04, eta: 6:39:14, time: 0.996, data_time: 0.548, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8750, loss_cls: 0.9908, loss: 0.9908 2020-06-19 11:23:08,666 - mmaction - INFO - Epoch [86][680/1879] lr: 1.000e-04, eta: 6:38:56, time: 0.857, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1629, loss: 1.1629 2020-06-19 11:23:24,206 - mmaction - INFO - Epoch [86][700/1879] lr: 1.000e-04, eta: 6:38:38, time: 0.777, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9370, loss: 0.9370 2020-06-19 11:23:40,895 - mmaction - INFO - Epoch [86][720/1879] lr: 1.000e-04, eta: 6:38:21, time: 0.834, data_time: 0.127, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9323, loss: 0.9323 2020-06-19 11:24:03,181 - mmaction - INFO - Epoch [86][740/1879] lr: 1.000e-04, eta: 6:38:04, time: 1.113, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9546, loss: 0.9546 2020-06-19 11:24:28,454 - mmaction - INFO - Epoch [86][760/1879] lr: 1.000e-04, eta: 6:37:48, time: 1.265, data_time: 0.348, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 0.9641, loss: 0.9641 2020-06-19 11:25:05,730 - mmaction - INFO - Epoch [86][780/1879] lr: 1.000e-04, eta: 6:37:35, time: 1.864, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0275, loss: 1.0275 2020-06-19 11:25:39,492 - mmaction - INFO - Epoch [86][800/1879] lr: 1.000e-04, eta: 6:37:20, time: 1.688, data_time: 0.000, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4023, loss: 1.4023 2020-06-19 11:25:55,256 - mmaction - INFO - Epoch [86][820/1879] lr: 1.000e-04, eta: 6:37:03, time: 0.786, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2040, loss: 1.2040 2020-06-19 11:26:11,042 - mmaction - INFO - Epoch [86][840/1879] lr: 1.000e-04, eta: 6:36:45, time: 0.792, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2595, loss: 1.2595 2020-06-19 11:26:30,524 - mmaction - INFO - Epoch [86][860/1879] lr: 1.000e-04, eta: 6:36:28, time: 0.973, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.9000, loss_cls: 1.1510, loss: 1.1510 2020-06-19 11:26:49,022 - mmaction - INFO - Epoch [86][880/1879] lr: 1.000e-04, eta: 6:36:11, time: 0.926, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8764, loss: 0.8764 2020-06-19 11:27:03,325 - mmaction - INFO - Epoch [86][900/1879] lr: 1.000e-04, eta: 6:35:53, time: 0.714, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1417, loss: 1.1417 2020-06-19 11:27:28,356 - mmaction - INFO - Epoch [86][920/1879] lr: 1.000e-04, eta: 6:35:37, time: 1.252, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 0.9950, loss: 0.9950 2020-06-19 11:27:44,208 - mmaction - INFO - Epoch [86][940/1879] lr: 1.000e-04, eta: 6:35:19, time: 0.793, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0386, loss: 1.0386 2020-06-19 11:27:58,217 - mmaction - INFO - Epoch [86][960/1879] lr: 1.000e-04, eta: 6:35:01, time: 0.700, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.0704, loss: 1.0704 2020-06-19 11:28:26,021 - mmaction - INFO - Epoch [86][980/1879] lr: 1.000e-04, eta: 6:34:46, time: 1.389, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1150, loss: 1.1150 2020-06-19 11:28:48,683 - mmaction - INFO - Epoch [86][1000/1879] lr: 1.000e-04, eta: 6:34:29, time: 1.134, data_time: 0.149, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.8844, loss: 0.8844 2020-06-19 11:29:09,012 - mmaction - INFO - Epoch [86][1020/1879] lr: 1.000e-04, eta: 6:34:12, time: 1.017, data_time: 0.046, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0067, loss: 1.0067 2020-06-19 11:29:31,904 - mmaction - INFO - Epoch [86][1040/1879] lr: 1.000e-04, eta: 6:33:56, time: 1.143, data_time: 0.155, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0632, loss: 1.0632 2020-06-19 11:29:50,249 - mmaction - INFO - Epoch [86][1060/1879] lr: 1.000e-04, eta: 6:33:39, time: 0.919, data_time: 0.240, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0635, loss: 1.0635 2020-06-19 11:30:08,627 - mmaction - INFO - Epoch [86][1080/1879] lr: 1.000e-04, eta: 6:33:21, time: 0.917, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 0.9787, loss: 0.9787 2020-06-19 11:30:25,607 - mmaction - INFO - Epoch [86][1100/1879] lr: 1.000e-04, eta: 6:33:04, time: 0.849, data_time: 0.272, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 0.9969, loss: 0.9969 2020-06-19 11:30:41,987 - mmaction - INFO - Epoch [86][1120/1879] lr: 1.000e-04, eta: 6:32:46, time: 0.821, data_time: 0.011, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8118, loss: 0.8118 2020-06-19 11:30:57,006 - mmaction - INFO - Epoch [86][1140/1879] lr: 1.000e-04, eta: 6:32:28, time: 0.751, data_time: 0.021, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1050, loss: 1.1050 2020-06-19 11:31:16,642 - mmaction - INFO - Epoch [86][1160/1879] lr: 1.000e-04, eta: 6:32:11, time: 0.982, data_time: 0.096, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9563, loss_cls: 0.8611, loss: 0.8611 2020-06-19 11:31:35,506 - mmaction - INFO - Epoch [86][1180/1879] lr: 1.000e-04, eta: 6:31:54, time: 0.943, data_time: 0.018, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0681, loss: 1.0681 2020-06-19 11:31:47,496 - mmaction - INFO - Epoch [86][1200/1879] lr: 1.000e-04, eta: 6:31:36, time: 0.598, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0220, loss: 1.0220 2020-06-19 11:32:10,637 - mmaction - INFO - Epoch [86][1220/1879] lr: 1.000e-04, eta: 6:31:19, time: 1.158, data_time: 0.600, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.3433, loss: 1.3433 2020-06-19 11:32:22,219 - mmaction - INFO - Epoch [86][1240/1879] lr: 1.000e-04, eta: 6:31:01, time: 0.578, data_time: 0.037, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 0.9661, loss: 0.9661 2020-06-19 11:32:39,982 - mmaction - INFO - Epoch [86][1260/1879] lr: 1.000e-04, eta: 6:30:44, time: 0.888, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0552, loss: 1.0552 2020-06-19 11:33:19,406 - mmaction - INFO - Epoch [86][1280/1879] lr: 1.000e-04, eta: 6:30:30, time: 1.973, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1177, loss: 1.1177 2020-06-19 11:33:38,178 - mmaction - INFO - Epoch [86][1300/1879] lr: 1.000e-04, eta: 6:30:13, time: 0.939, data_time: 0.053, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9903, loss: 0.9903 2020-06-19 11:33:54,837 - mmaction - INFO - Epoch [86][1320/1879] lr: 1.000e-04, eta: 6:29:55, time: 0.830, data_time: 0.163, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9936, loss: 0.9936 2020-06-19 11:34:12,372 - mmaction - INFO - Epoch [86][1340/1879] lr: 1.000e-04, eta: 6:29:38, time: 0.879, data_time: 0.019, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2331, loss: 1.2331 2020-06-19 11:34:32,097 - mmaction - INFO - Epoch [86][1360/1879] lr: 1.000e-04, eta: 6:29:21, time: 0.986, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.8923, loss: 0.8923 2020-06-19 11:34:42,657 - mmaction - INFO - Epoch [86][1380/1879] lr: 1.000e-04, eta: 6:29:02, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9375, loss_cls: 0.9519, loss: 0.9519 2020-06-19 11:34:57,653 - mmaction - INFO - Epoch [86][1400/1879] lr: 1.000e-04, eta: 6:28:45, time: 0.748, data_time: 0.013, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9316, loss: 0.9316 2020-06-19 11:35:09,388 - mmaction - INFO - Epoch [86][1420/1879] lr: 1.000e-04, eta: 6:28:26, time: 0.588, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.3460, loss: 1.3460 2020-06-19 11:35:24,252 - mmaction - INFO - Epoch [86][1440/1879] lr: 1.000e-04, eta: 6:28:08, time: 0.743, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2300, loss: 1.2300 2020-06-19 11:35:33,752 - mmaction - INFO - Epoch [86][1460/1879] lr: 1.000e-04, eta: 6:27:49, time: 0.475, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9437, loss_cls: 0.9118, loss: 0.9118 2020-06-19 11:35:53,155 - mmaction - INFO - Epoch [86][1480/1879] lr: 1.000e-04, eta: 6:27:32, time: 0.969, data_time: 0.030, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1628, loss: 1.1628 2020-06-19 11:36:06,000 - mmaction - INFO - Epoch [86][1500/1879] lr: 1.000e-04, eta: 6:27:14, time: 0.642, data_time: 0.016, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0614, loss: 1.0614 2020-06-19 11:36:23,924 - mmaction - INFO - Epoch [86][1520/1879] lr: 1.000e-04, eta: 6:26:57, time: 0.897, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0524, loss: 1.0524 2020-06-19 11:36:38,764 - mmaction - INFO - Epoch [86][1540/1879] lr: 1.000e-04, eta: 6:26:39, time: 0.741, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2407, loss: 1.2407 2020-06-19 11:37:06,179 - mmaction - INFO - Epoch [86][1560/1879] lr: 1.000e-04, eta: 6:26:23, time: 1.371, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9500, loss_cls: 0.8408, loss: 0.8408 2020-06-19 11:37:22,417 - mmaction - INFO - Epoch [86][1580/1879] lr: 1.000e-04, eta: 6:26:06, time: 0.813, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1157, loss: 1.1157 2020-06-19 11:37:40,852 - mmaction - INFO - Epoch [86][1600/1879] lr: 1.000e-04, eta: 6:25:48, time: 0.920, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8625, loss_cls: 1.1029, loss: 1.1029 2020-06-19 11:37:53,289 - mmaction - INFO - Epoch [86][1620/1879] lr: 1.000e-04, eta: 6:25:30, time: 0.622, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9166, loss: 0.9166 2020-06-19 11:38:09,239 - mmaction - INFO - Epoch [86][1640/1879] lr: 1.000e-04, eta: 6:25:12, time: 0.797, data_time: 0.065, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1934, loss: 1.1934 2020-06-19 11:38:20,209 - mmaction - INFO - Epoch [86][1660/1879] lr: 1.000e-04, eta: 6:24:54, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0893, loss: 1.0893 2020-06-19 11:38:38,740 - mmaction - INFO - Epoch [86][1680/1879] lr: 1.000e-04, eta: 6:24:37, time: 0.927, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0570, loss: 1.0570 2020-06-19 11:38:57,273 - mmaction - INFO - Epoch [86][1700/1879] lr: 1.000e-04, eta: 6:24:19, time: 0.926, data_time: 0.460, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.1378, loss: 1.1378 2020-06-19 11:39:17,667 - mmaction - INFO - Epoch [86][1720/1879] lr: 1.000e-04, eta: 6:24:03, time: 1.022, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0211, loss: 1.0211 2020-06-19 11:39:30,766 - mmaction - INFO - Epoch [86][1740/1879] lr: 1.000e-04, eta: 6:23:44, time: 0.655, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9965, loss: 0.9965 2020-06-19 11:39:46,217 - mmaction - INFO - Epoch [86][1760/1879] lr: 1.000e-04, eta: 6:23:27, time: 0.773, data_time: 0.174, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0819, loss: 1.0819 2020-06-19 11:40:01,580 - mmaction - INFO - Epoch [86][1780/1879] lr: 1.000e-04, eta: 6:23:09, time: 0.766, data_time: 0.035, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1470, loss: 1.1470 2020-06-19 11:40:14,064 - mmaction - INFO - Epoch [86][1800/1879] lr: 1.000e-04, eta: 6:22:51, time: 0.626, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9332, loss: 0.9332 2020-06-19 11:40:23,995 - mmaction - INFO - Epoch [86][1820/1879] lr: 1.000e-04, eta: 6:22:32, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1660, loss: 1.1660 2020-06-19 11:40:34,045 - mmaction - INFO - Epoch [86][1840/1879] lr: 1.000e-04, eta: 6:22:13, time: 0.501, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0138, loss: 1.0138 2020-06-19 11:40:43,614 - mmaction - INFO - Epoch [86][1860/1879] lr: 1.000e-04, eta: 6:21:54, time: 0.479, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9322, loss: 0.9322 2020-06-19 11:40:59,084 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-06-19 11:42:56,473 - mmaction - INFO - Epoch [87][20/1879] lr: 1.000e-04, eta: 6:21:35, time: 5.838, data_time: 5.309, memory: 5168, top1_acc: 0.8375, top5_acc: 0.9437, loss_cls: 0.7483, loss: 0.7483 2020-06-19 11:43:06,646 - mmaction - INFO - Epoch [87][40/1879] lr: 1.000e-04, eta: 6:21:16, time: 0.508, data_time: 0.009, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9375, loss_cls: 0.9101, loss: 0.9101 2020-06-19 11:43:16,749 - mmaction - INFO - Epoch [87][60/1879] lr: 1.000e-04, eta: 6:20:58, time: 0.505, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2695, loss: 1.2695 2020-06-19 11:43:27,161 - mmaction - INFO - Epoch [87][80/1879] lr: 1.000e-04, eta: 6:20:39, time: 0.523, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9764, loss: 0.9764 2020-06-19 11:43:37,459 - mmaction - INFO - Epoch [87][100/1879] lr: 1.000e-04, eta: 6:20:20, time: 0.513, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9912, loss: 0.9912 2020-06-19 11:43:47,609 - mmaction - INFO - Epoch [87][120/1879] lr: 1.000e-04, eta: 6:20:02, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1395, loss: 1.1395 2020-06-19 11:43:57,637 - mmaction - INFO - Epoch [87][140/1879] lr: 1.000e-04, eta: 6:19:43, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0566, loss: 1.0566 2020-06-19 11:44:07,470 - mmaction - INFO - Epoch [87][160/1879] lr: 1.000e-04, eta: 6:19:24, time: 0.491, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0554, loss: 1.0554 2020-06-19 11:44:17,315 - mmaction - INFO - Epoch [87][180/1879] lr: 1.000e-04, eta: 6:19:05, time: 0.491, data_time: 0.068, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8835, loss: 0.8835 2020-06-19 11:44:28,055 - mmaction - INFO - Epoch [87][200/1879] lr: 1.000e-04, eta: 6:18:47, time: 0.536, data_time: 0.201, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1292, loss: 1.1292 2020-06-19 11:44:38,191 - mmaction - INFO - Epoch [87][220/1879] lr: 1.000e-04, eta: 6:18:28, time: 0.509, data_time: 0.167, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9753, loss: 0.9753 2020-06-19 11:44:48,072 - mmaction - INFO - Epoch [87][240/1879] lr: 1.000e-04, eta: 6:18:09, time: 0.495, data_time: 0.158, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0324, loss: 1.0324 2020-06-19 11:44:57,752 - mmaction - INFO - Epoch [87][260/1879] lr: 1.000e-04, eta: 6:17:51, time: 0.484, data_time: 0.134, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9977, loss: 0.9977 2020-06-19 11:45:07,893 - mmaction - INFO - Epoch [87][280/1879] lr: 1.000e-04, eta: 6:17:32, time: 0.507, data_time: 0.075, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9563, loss_cls: 0.7671, loss: 0.7671 2020-06-19 11:45:18,589 - mmaction - INFO - Epoch [87][300/1879] lr: 1.000e-04, eta: 6:17:13, time: 0.533, data_time: 0.096, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0272, loss: 1.0272 2020-06-19 11:45:28,619 - mmaction - INFO - Epoch [87][320/1879] lr: 1.000e-04, eta: 6:16:55, time: 0.503, data_time: 0.090, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1533, loss: 1.1533 2020-06-19 11:45:39,149 - mmaction - INFO - Epoch [87][340/1879] lr: 1.000e-04, eta: 6:16:36, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0554, loss: 1.0554 2020-06-19 11:45:48,968 - mmaction - INFO - Epoch [87][360/1879] lr: 1.000e-04, eta: 6:16:17, time: 0.488, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2567, loss: 1.2567 2020-06-19 11:45:59,470 - mmaction - INFO - Epoch [87][380/1879] lr: 1.000e-04, eta: 6:15:59, time: 0.527, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0652, loss: 1.0652 2020-06-19 11:46:08,980 - mmaction - INFO - Epoch [87][400/1879] lr: 1.000e-04, eta: 6:15:40, time: 0.476, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 0.9643, loss: 0.9643 2020-06-19 11:46:18,485 - mmaction - INFO - Epoch [87][420/1879] lr: 1.000e-04, eta: 6:15:21, time: 0.474, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3430, loss: 1.3430 2020-06-19 11:46:28,718 - mmaction - INFO - Epoch [87][440/1879] lr: 1.000e-04, eta: 6:15:02, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2378, loss: 1.2378 2020-06-19 11:46:39,878 - mmaction - INFO - Epoch [87][460/1879] lr: 1.000e-04, eta: 6:14:44, time: 0.556, data_time: 0.022, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9704, loss: 0.9704 2020-06-19 11:46:49,107 - mmaction - INFO - Epoch [87][480/1879] lr: 1.000e-04, eta: 6:14:25, time: 0.462, data_time: 0.066, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2301, loss: 1.2301 2020-06-19 11:46:59,442 - mmaction - INFO - Epoch [87][500/1879] lr: 1.000e-04, eta: 6:14:07, time: 0.517, data_time: 0.110, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9890, loss: 0.9890 2020-06-19 11:47:10,265 - mmaction - INFO - Epoch [87][520/1879] lr: 1.000e-04, eta: 6:13:48, time: 0.541, data_time: 0.047, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9656, loss: 0.9656 2020-06-19 11:47:19,302 - mmaction - INFO - Epoch [87][540/1879] lr: 1.000e-04, eta: 6:13:29, time: 0.454, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2170, loss: 1.2170 2020-06-19 11:47:29,957 - mmaction - INFO - Epoch [87][560/1879] lr: 1.000e-04, eta: 6:13:11, time: 0.530, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9916, loss: 0.9916 2020-06-19 11:47:39,746 - mmaction - INFO - Epoch [87][580/1879] lr: 1.000e-04, eta: 6:12:52, time: 0.490, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.0044, loss: 1.0044 2020-06-19 11:47:49,738 - mmaction - INFO - Epoch [87][600/1879] lr: 1.000e-04, eta: 6:12:33, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.2459, loss: 1.2459 2020-06-19 11:47:59,986 - mmaction - INFO - Epoch [87][620/1879] lr: 1.000e-04, eta: 6:12:15, time: 0.515, data_time: 0.004, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9314, loss: 0.9314 2020-06-19 11:48:10,321 - mmaction - INFO - Epoch [87][640/1879] lr: 1.000e-04, eta: 6:11:56, time: 0.516, data_time: 0.014, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.1234, loss: 1.1234 2020-06-19 11:48:20,167 - mmaction - INFO - Epoch [87][660/1879] lr: 1.000e-04, eta: 6:11:37, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0181, loss: 1.0181 2020-06-19 11:48:29,814 - mmaction - INFO - Epoch [87][680/1879] lr: 1.000e-04, eta: 6:11:19, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.0808, loss: 1.0808 2020-06-19 11:48:40,234 - mmaction - INFO - Epoch [87][700/1879] lr: 1.000e-04, eta: 6:11:00, time: 0.521, data_time: 0.021, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9309, loss: 0.9309 2020-06-19 11:48:50,332 - mmaction - INFO - Epoch [87][720/1879] lr: 1.000e-04, eta: 6:10:41, time: 0.505, data_time: 0.008, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9627, loss: 0.9627 2020-06-19 11:49:00,076 - mmaction - INFO - Epoch [87][740/1879] lr: 1.000e-04, eta: 6:10:23, time: 0.486, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0606, loss: 1.0606 2020-06-19 11:49:10,670 - mmaction - INFO - Epoch [87][760/1879] lr: 1.000e-04, eta: 6:10:04, time: 0.529, data_time: 0.014, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.0255, loss: 1.0255 2020-06-19 11:49:21,018 - mmaction - INFO - Epoch [87][780/1879] lr: 1.000e-04, eta: 6:09:46, time: 0.519, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9878, loss: 0.9878 2020-06-19 11:49:30,956 - mmaction - INFO - Epoch [87][800/1879] lr: 1.000e-04, eta: 6:09:27, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.8878, loss: 0.8878 2020-06-19 11:49:41,170 - mmaction - INFO - Epoch [87][820/1879] lr: 1.000e-04, eta: 6:09:08, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0068, loss: 1.0068 2020-06-19 11:49:50,889 - mmaction - INFO - Epoch [87][840/1879] lr: 1.000e-04, eta: 6:08:50, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0138, loss: 1.0138 2020-06-19 11:50:00,882 - mmaction - INFO - Epoch [87][860/1879] lr: 1.000e-04, eta: 6:08:31, time: 0.499, data_time: 0.060, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9038, loss: 0.9038 2020-06-19 11:50:10,878 - mmaction - INFO - Epoch [87][880/1879] lr: 1.000e-04, eta: 6:08:12, time: 0.501, data_time: 0.112, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0208, loss: 1.0208 2020-06-19 11:50:21,732 - mmaction - INFO - Epoch [87][900/1879] lr: 1.000e-04, eta: 6:07:54, time: 0.542, data_time: 0.119, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.2019, loss: 1.2019 2020-06-19 11:50:31,981 - mmaction - INFO - Epoch [87][920/1879] lr: 1.000e-04, eta: 6:07:35, time: 0.513, data_time: 0.056, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2687, loss: 1.2687 2020-06-19 11:50:41,582 - mmaction - INFO - Epoch [87][940/1879] lr: 1.000e-04, eta: 6:07:17, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 1.0007, loss: 1.0007 2020-06-19 11:50:51,582 - mmaction - INFO - Epoch [87][960/1879] lr: 1.000e-04, eta: 6:06:58, time: 0.501, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.0274, loss: 1.0274 2020-06-19 11:51:01,813 - mmaction - INFO - Epoch [87][980/1879] lr: 1.000e-04, eta: 6:06:39, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.8375, top5_acc: 0.9625, loss_cls: 0.7135, loss: 0.7135 2020-06-19 11:51:11,744 - mmaction - INFO - Epoch [87][1000/1879] lr: 1.000e-04, eta: 6:06:21, time: 0.495, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0587, loss: 1.0587 2020-06-19 11:51:21,657 - mmaction - INFO - Epoch [87][1020/1879] lr: 1.000e-04, eta: 6:06:02, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.0892, loss: 1.0892 2020-06-19 11:51:32,202 - mmaction - INFO - Epoch [87][1040/1879] lr: 1.000e-04, eta: 6:05:44, time: 0.527, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2014, loss: 1.2014 2020-06-19 11:51:42,008 - mmaction - INFO - Epoch [87][1060/1879] lr: 1.000e-04, eta: 6:05:25, time: 0.493, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.8731, loss: 0.8731 2020-06-19 11:51:51,969 - mmaction - INFO - Epoch [87][1080/1879] lr: 1.000e-04, eta: 6:05:06, time: 0.496, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1402, loss: 1.1402 2020-06-19 11:52:02,792 - mmaction - INFO - Epoch [87][1100/1879] lr: 1.000e-04, eta: 6:04:48, time: 0.543, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.1683, loss: 1.1683 2020-06-19 11:52:12,225 - mmaction - INFO - Epoch [87][1120/1879] lr: 1.000e-04, eta: 6:04:29, time: 0.470, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1493, loss: 1.1493 2020-06-19 11:52:23,120 - mmaction - INFO - Epoch [87][1140/1879] lr: 1.000e-04, eta: 6:04:11, time: 0.543, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2582, loss: 1.2582 2020-06-19 11:52:33,392 - mmaction - INFO - Epoch [87][1160/1879] lr: 1.000e-04, eta: 6:03:52, time: 0.517, data_time: 0.005, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2513, loss: 1.2513 2020-06-19 11:52:43,106 - mmaction - INFO - Epoch [87][1180/1879] lr: 1.000e-04, eta: 6:03:33, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9437, loss_cls: 0.8398, loss: 0.8398 2020-06-19 11:52:52,726 - mmaction - INFO - Epoch [87][1200/1879] lr: 1.000e-04, eta: 6:03:15, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1989, loss: 1.1989 2020-06-19 11:53:02,906 - mmaction - INFO - Epoch [87][1220/1879] lr: 1.000e-04, eta: 6:02:56, time: 0.512, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2296, loss: 1.2296 2020-06-19 11:53:13,280 - mmaction - INFO - Epoch [87][1240/1879] lr: 1.000e-04, eta: 6:02:38, time: 0.519, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0891, loss: 1.0891 2020-06-19 11:53:23,118 - mmaction - INFO - Epoch [87][1260/1879] lr: 1.000e-04, eta: 6:02:19, time: 0.490, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1834, loss: 1.1834 2020-06-19 11:53:33,176 - mmaction - INFO - Epoch [87][1280/1879] lr: 1.000e-04, eta: 6:02:00, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9081, loss: 0.9081 2020-06-19 11:53:43,415 - mmaction - INFO - Epoch [87][1300/1879] lr: 1.000e-04, eta: 6:01:42, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1572, loss: 1.1572 2020-06-19 11:53:53,581 - mmaction - INFO - Epoch [87][1320/1879] lr: 1.000e-04, eta: 6:01:23, time: 0.507, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1590, loss: 1.1590 2020-06-19 11:54:03,834 - mmaction - INFO - Epoch [87][1340/1879] lr: 1.000e-04, eta: 6:01:05, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1878, loss: 1.1878 2020-06-19 11:54:14,326 - mmaction - INFO - Epoch [87][1360/1879] lr: 1.000e-04, eta: 6:00:46, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.1668, loss: 1.1668 2020-06-19 11:54:23,964 - mmaction - INFO - Epoch [87][1380/1879] lr: 1.000e-04, eta: 6:00:28, time: 0.483, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0003, loss: 1.0003 2020-06-19 11:54:34,602 - mmaction - INFO - Epoch [87][1400/1879] lr: 1.000e-04, eta: 6:00:09, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0635, loss: 1.0635 2020-06-19 11:54:44,161 - mmaction - INFO - Epoch [87][1420/1879] lr: 1.000e-04, eta: 5:59:51, time: 0.479, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2411, loss: 1.2411 2020-06-19 11:54:54,454 - mmaction - INFO - Epoch [87][1440/1879] lr: 1.000e-04, eta: 5:59:32, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0111, loss: 1.0111 2020-06-19 11:55:03,960 - mmaction - INFO - Epoch [87][1460/1879] lr: 1.000e-04, eta: 5:59:13, time: 0.474, data_time: 0.000, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 0.9858, loss: 0.9858 2020-06-19 11:55:15,381 - mmaction - INFO - Epoch [87][1480/1879] lr: 1.000e-04, eta: 5:58:55, time: 0.570, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2415, loss: 1.2415 2020-06-19 11:55:25,189 - mmaction - INFO - Epoch [87][1500/1879] lr: 1.000e-04, eta: 5:58:36, time: 0.490, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.2415, loss: 1.2415 2020-06-19 11:55:35,452 - mmaction - INFO - Epoch [87][1520/1879] lr: 1.000e-04, eta: 5:58:18, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2375, loss: 1.2375 2020-06-19 11:55:45,164 - mmaction - INFO - Epoch [87][1540/1879] lr: 1.000e-04, eta: 5:57:59, time: 0.486, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1404, loss: 1.1404 2020-06-19 11:55:55,282 - mmaction - INFO - Epoch [87][1560/1879] lr: 1.000e-04, eta: 5:57:41, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0593, loss: 1.0593 2020-06-19 11:56:06,207 - mmaction - INFO - Epoch [87][1580/1879] lr: 1.000e-04, eta: 5:57:22, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0962, loss: 1.0962 2020-06-19 11:56:16,117 - mmaction - INFO - Epoch [87][1600/1879] lr: 1.000e-04, eta: 5:57:04, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0312, loss: 1.0312 2020-06-19 11:56:25,844 - mmaction - INFO - Epoch [87][1620/1879] lr: 1.000e-04, eta: 5:56:45, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1699, loss: 1.1699 2020-06-19 11:56:35,971 - mmaction - INFO - Epoch [87][1640/1879] lr: 1.000e-04, eta: 5:56:27, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9979, loss: 0.9979 2020-06-19 11:56:45,836 - mmaction - INFO - Epoch [87][1660/1879] lr: 1.000e-04, eta: 5:56:08, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1847, loss: 1.1847 2020-06-19 11:56:55,987 - mmaction - INFO - Epoch [87][1680/1879] lr: 1.000e-04, eta: 5:55:50, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2541, loss: 1.2541 2020-06-19 11:57:05,700 - mmaction - INFO - Epoch [87][1700/1879] lr: 1.000e-04, eta: 5:55:31, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2002, loss: 1.2002 2020-06-19 11:57:15,910 - mmaction - INFO - Epoch [87][1720/1879] lr: 1.000e-04, eta: 5:55:13, time: 0.512, data_time: 0.081, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.0231, loss: 1.0231 2020-06-19 11:57:25,588 - mmaction - INFO - Epoch [87][1740/1879] lr: 1.000e-04, eta: 5:54:54, time: 0.484, data_time: 0.128, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 1.0330, loss: 1.0330 2020-06-19 11:57:36,409 - mmaction - INFO - Epoch [87][1760/1879] lr: 1.000e-04, eta: 5:54:36, time: 0.540, data_time: 0.120, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1462, loss: 1.1462 2020-06-19 11:57:46,397 - mmaction - INFO - Epoch [87][1780/1879] lr: 1.000e-04, eta: 5:54:17, time: 0.499, data_time: 0.116, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2931, loss: 1.2931 2020-06-19 11:57:56,129 - mmaction - INFO - Epoch [87][1800/1879] lr: 1.000e-04, eta: 5:53:58, time: 0.486, data_time: 0.138, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1022, loss: 1.1022 2020-06-19 11:58:05,694 - mmaction - INFO - Epoch [87][1820/1879] lr: 1.000e-04, eta: 5:53:40, time: 0.480, data_time: 0.137, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.2593, loss: 1.2593 2020-06-19 11:58:16,101 - mmaction - INFO - Epoch [87][1840/1879] lr: 1.000e-04, eta: 5:53:21, time: 0.519, data_time: 0.031, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0705, loss: 1.0705 2020-06-19 11:58:25,402 - mmaction - INFO - Epoch [87][1860/1879] lr: 1.000e-04, eta: 5:53:03, time: 0.467, data_time: 0.018, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.1371, loss: 1.1371 2020-06-19 11:58:40,595 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-06-19 12:01:06,485 - mmaction - INFO - Epoch [88][20/1879] lr: 1.000e-04, eta: 5:52:47, time: 7.211, data_time: 6.695, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1093, loss: 1.1093 2020-06-19 12:01:16,643 - mmaction - INFO - Epoch [88][40/1879] lr: 1.000e-04, eta: 5:52:28, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2087, loss: 1.2087 2020-06-19 12:01:26,849 - mmaction - INFO - Epoch [88][60/1879] lr: 1.000e-04, eta: 5:52:10, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0329, loss: 1.0329 2020-06-19 12:01:36,200 - mmaction - INFO - Epoch [88][80/1879] lr: 1.000e-04, eta: 5:51:51, time: 0.467, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 1.0402, loss: 1.0402 2020-06-19 12:01:46,039 - mmaction - INFO - Epoch [88][100/1879] lr: 1.000e-04, eta: 5:51:33, time: 0.492, data_time: 0.004, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.9480, loss: 0.9480 2020-06-19 12:01:56,506 - mmaction - INFO - Epoch [88][120/1879] lr: 1.000e-04, eta: 5:51:14, time: 0.525, data_time: 0.024, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2109, loss: 1.2109 2020-06-19 12:02:06,549 - mmaction - INFO - Epoch [88][140/1879] lr: 1.000e-04, eta: 5:50:56, time: 0.502, data_time: 0.005, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9375, loss_cls: 1.0814, loss: 1.0814 2020-06-19 12:02:16,091 - mmaction - INFO - Epoch [88][160/1879] lr: 1.000e-04, eta: 5:50:37, time: 0.475, data_time: 0.012, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0998, loss: 1.0998 2020-06-19 12:02:26,418 - mmaction - INFO - Epoch [88][180/1879] lr: 1.000e-04, eta: 5:50:19, time: 0.516, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0074, loss: 1.0074 2020-06-19 12:02:36,638 - mmaction - INFO - Epoch [88][200/1879] lr: 1.000e-04, eta: 5:50:00, time: 0.511, data_time: 0.053, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0549, loss: 1.0549 2020-06-19 12:02:46,675 - mmaction - INFO - Epoch [88][220/1879] lr: 1.000e-04, eta: 5:49:42, time: 0.502, data_time: 0.008, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.9337, loss: 0.9337 2020-06-19 12:02:56,610 - mmaction - INFO - Epoch [88][240/1879] lr: 1.000e-04, eta: 5:49:23, time: 0.496, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9981, loss: 0.9981 2020-06-19 12:03:07,145 - mmaction - INFO - Epoch [88][260/1879] lr: 1.000e-04, eta: 5:49:05, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0746, loss: 1.0746 2020-06-19 12:03:17,041 - mmaction - INFO - Epoch [88][280/1879] lr: 1.000e-04, eta: 5:48:46, time: 0.492, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2970, loss: 1.2970 2020-06-19 12:03:27,062 - mmaction - INFO - Epoch [88][300/1879] lr: 1.000e-04, eta: 5:48:28, time: 0.501, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1650, loss: 1.1650 2020-06-19 12:03:37,241 - mmaction - INFO - Epoch [88][320/1879] lr: 1.000e-04, eta: 5:48:09, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.0330, loss: 1.0330 2020-06-19 12:03:47,260 - mmaction - INFO - Epoch [88][340/1879] lr: 1.000e-04, eta: 5:47:51, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0892, loss: 1.0892 2020-06-19 12:03:57,142 - mmaction - INFO - Epoch [88][360/1879] lr: 1.000e-04, eta: 5:47:32, time: 0.491, data_time: 0.000, memory: 5168, top1_acc: 0.8000, top5_acc: 0.8875, loss_cls: 0.9252, loss: 0.9252 2020-06-19 12:04:07,348 - mmaction - INFO - Epoch [88][380/1879] lr: 1.000e-04, eta: 5:47:14, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9739, loss: 0.9739 2020-06-19 12:04:17,690 - mmaction - INFO - Epoch [88][400/1879] lr: 1.000e-04, eta: 5:46:55, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1211, loss: 1.1211 2020-06-19 12:04:27,734 - mmaction - INFO - Epoch [88][420/1879] lr: 1.000e-04, eta: 5:46:37, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0570, loss: 1.0570 2020-06-19 12:04:37,529 - mmaction - INFO - Epoch [88][440/1879] lr: 1.000e-04, eta: 5:46:18, time: 0.492, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.0951, loss: 1.0951 2020-06-19 12:04:47,580 - mmaction - INFO - Epoch [88][460/1879] lr: 1.000e-04, eta: 5:46:00, time: 0.501, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3919, loss: 1.3919 2020-06-19 12:04:57,179 - mmaction - INFO - Epoch [88][480/1879] lr: 1.000e-04, eta: 5:45:41, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1912, loss: 1.1912 2020-06-19 12:05:07,950 - mmaction - INFO - Epoch [88][500/1879] lr: 1.000e-04, eta: 5:45:23, time: 0.539, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1463, loss: 1.1463 2020-06-19 12:05:18,117 - mmaction - INFO - Epoch [88][520/1879] lr: 1.000e-04, eta: 5:45:04, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0297, loss: 1.0297 2020-06-19 12:05:27,974 - mmaction - INFO - Epoch [88][540/1879] lr: 1.000e-04, eta: 5:44:46, time: 0.491, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2500, loss: 1.2500 2020-06-19 12:05:38,013 - mmaction - INFO - Epoch [88][560/1879] lr: 1.000e-04, eta: 5:44:27, time: 0.501, data_time: 0.010, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.2624, loss: 1.2624 2020-06-19 12:05:47,935 - mmaction - INFO - Epoch [88][580/1879] lr: 1.000e-04, eta: 5:44:09, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2059, loss: 1.2059 2020-06-19 12:05:57,573 - mmaction - INFO - Epoch [88][600/1879] lr: 1.000e-04, eta: 5:43:50, time: 0.480, data_time: 0.011, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9076, loss: 0.9076 2020-06-19 12:06:08,321 - mmaction - INFO - Epoch [88][620/1879] lr: 1.000e-04, eta: 5:43:32, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9375, loss_cls: 0.9441, loss: 0.9441 2020-06-19 12:06:17,613 - mmaction - INFO - Epoch [88][640/1879] lr: 1.000e-04, eta: 5:43:13, time: 0.465, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1924, loss: 1.1924 2020-06-19 12:06:28,314 - mmaction - INFO - Epoch [88][660/1879] lr: 1.000e-04, eta: 5:42:55, time: 0.536, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.8751, loss: 0.8751 2020-06-19 12:06:37,774 - mmaction - INFO - Epoch [88][680/1879] lr: 1.000e-04, eta: 5:42:37, time: 0.471, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.1902, loss: 1.1902 2020-06-19 12:06:48,257 - mmaction - INFO - Epoch [88][700/1879] lr: 1.000e-04, eta: 5:42:18, time: 0.524, data_time: 0.039, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0103, loss: 1.0103 2020-06-19 12:06:58,202 - mmaction - INFO - Epoch [88][720/1879] lr: 1.000e-04, eta: 5:42:00, time: 0.497, data_time: 0.111, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0535, loss: 1.0535 2020-06-19 12:07:08,259 - mmaction - INFO - Epoch [88][740/1879] lr: 1.000e-04, eta: 5:41:41, time: 0.505, data_time: 0.036, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0445, loss: 1.0445 2020-06-19 12:07:18,716 - mmaction - INFO - Epoch [88][760/1879] lr: 1.000e-04, eta: 5:41:23, time: 0.521, data_time: 0.019, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0492, loss: 1.0492 2020-06-19 12:07:28,732 - mmaction - INFO - Epoch [88][780/1879] lr: 1.000e-04, eta: 5:41:04, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1559, loss: 1.1559 2020-06-19 12:07:39,166 - mmaction - INFO - Epoch [88][800/1879] lr: 1.000e-04, eta: 5:40:46, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.1033, loss: 1.1033 2020-06-19 12:07:48,894 - mmaction - INFO - Epoch [88][820/1879] lr: 1.000e-04, eta: 5:40:28, time: 0.484, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.3928, loss: 1.3928 2020-06-19 12:07:59,078 - mmaction - INFO - Epoch [88][840/1879] lr: 1.000e-04, eta: 5:40:09, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 1.0215, loss: 1.0215 2020-06-19 12:08:09,049 - mmaction - INFO - Epoch [88][860/1879] lr: 1.000e-04, eta: 5:39:51, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9954, loss: 0.9954 2020-06-19 12:08:18,702 - mmaction - INFO - Epoch [88][880/1879] lr: 1.000e-04, eta: 5:39:32, time: 0.485, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.8725, loss: 0.8725 2020-06-19 12:08:28,928 - mmaction - INFO - Epoch [88][900/1879] lr: 1.000e-04, eta: 5:39:14, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0128, loss: 1.0128 2020-06-19 12:08:39,112 - mmaction - INFO - Epoch [88][920/1879] lr: 1.000e-04, eta: 5:38:55, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 0.9979, loss: 0.9979 2020-06-19 12:08:49,070 - mmaction - INFO - Epoch [88][940/1879] lr: 1.000e-04, eta: 5:38:37, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1021, loss: 1.1021 2020-06-19 12:08:59,048 - mmaction - INFO - Epoch [88][960/1879] lr: 1.000e-04, eta: 5:38:18, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9907, loss: 0.9907 2020-06-19 12:09:09,110 - mmaction - INFO - Epoch [88][980/1879] lr: 1.000e-04, eta: 5:38:00, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1777, loss: 1.1777 2020-06-19 12:09:19,613 - mmaction - INFO - Epoch [88][1000/1879] lr: 1.000e-04, eta: 5:37:42, time: 0.525, data_time: 0.077, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1148, loss: 1.1148 2020-06-19 12:09:29,589 - mmaction - INFO - Epoch [88][1020/1879] lr: 1.000e-04, eta: 5:37:23, time: 0.499, data_time: 0.125, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0689, loss: 1.0689 2020-06-19 12:09:39,709 - mmaction - INFO - Epoch [88][1040/1879] lr: 1.000e-04, eta: 5:37:05, time: 0.508, data_time: 0.079, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9249, loss: 0.9249 2020-06-19 12:09:49,816 - mmaction - INFO - Epoch [88][1060/1879] lr: 1.000e-04, eta: 5:36:46, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0768, loss: 1.0768 2020-06-19 12:09:59,547 - mmaction - INFO - Epoch [88][1080/1879] lr: 1.000e-04, eta: 5:36:28, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0803, loss: 1.0803 2020-06-19 12:10:09,345 - mmaction - INFO - Epoch [88][1100/1879] lr: 1.000e-04, eta: 5:36:10, time: 0.490, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.3085, loss: 1.3085 2020-06-19 12:10:20,132 - mmaction - INFO - Epoch [88][1120/1879] lr: 1.000e-04, eta: 5:35:51, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.8012, loss: 0.8012 2020-06-19 12:10:29,915 - mmaction - INFO - Epoch [88][1140/1879] lr: 1.000e-04, eta: 5:35:33, time: 0.486, data_time: 0.008, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8954, loss: 0.8954 2020-06-19 12:10:40,585 - mmaction - INFO - Epoch [88][1160/1879] lr: 1.000e-04, eta: 5:35:15, time: 0.536, data_time: 0.073, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0346, loss: 1.0346 2020-06-19 12:10:50,225 - mmaction - INFO - Epoch [88][1180/1879] lr: 1.000e-04, eta: 5:34:56, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2291, loss: 1.2291 2020-06-19 12:11:00,995 - mmaction - INFO - Epoch [88][1200/1879] lr: 1.000e-04, eta: 5:34:38, time: 0.539, data_time: 0.003, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.8252, loss: 0.8252 2020-06-19 12:11:10,551 - mmaction - INFO - Epoch [88][1220/1879] lr: 1.000e-04, eta: 5:34:19, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9828, loss: 0.9828 2020-06-19 12:11:19,904 - mmaction - INFO - Epoch [88][1240/1879] lr: 1.000e-04, eta: 5:34:01, time: 0.465, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2255, loss: 1.2255 2020-06-19 12:11:30,226 - mmaction - INFO - Epoch [88][1260/1879] lr: 1.000e-04, eta: 5:33:42, time: 0.518, data_time: 0.011, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 0.9869, loss: 0.9869 2020-06-19 12:11:40,820 - mmaction - INFO - Epoch [88][1280/1879] lr: 1.000e-04, eta: 5:33:24, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2780, loss: 1.2780 2020-06-19 12:11:50,521 - mmaction - INFO - Epoch [88][1300/1879] lr: 1.000e-04, eta: 5:33:06, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0576, loss: 1.0576 2020-06-19 12:12:00,454 - mmaction - INFO - Epoch [88][1320/1879] lr: 1.000e-04, eta: 5:32:47, time: 0.496, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1606, loss: 1.1606 2020-06-19 12:12:10,384 - mmaction - INFO - Epoch [88][1340/1879] lr: 1.000e-04, eta: 5:32:29, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1771, loss: 1.1771 2020-06-19 12:12:20,665 - mmaction - INFO - Epoch [88][1360/1879] lr: 1.000e-04, eta: 5:32:11, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2775, loss: 1.2775 2020-06-19 12:12:30,715 - mmaction - INFO - Epoch [88][1380/1879] lr: 1.000e-04, eta: 5:31:52, time: 0.501, data_time: 0.001, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.7928, loss: 0.7928 2020-06-19 12:12:41,118 - mmaction - INFO - Epoch [88][1400/1879] lr: 1.000e-04, eta: 5:31:34, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0670, loss: 1.0670 2020-06-19 12:12:51,030 - mmaction - INFO - Epoch [88][1420/1879] lr: 1.000e-04, eta: 5:31:15, time: 0.493, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.1384, loss: 1.1384 2020-06-19 12:13:01,527 - mmaction - INFO - Epoch [88][1440/1879] lr: 1.000e-04, eta: 5:30:57, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1020, loss: 1.1020 2020-06-19 12:13:10,877 - mmaction - INFO - Epoch [88][1460/1879] lr: 1.000e-04, eta: 5:30:39, time: 0.467, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0485, loss: 1.0485 2020-06-19 12:13:21,214 - mmaction - INFO - Epoch [88][1480/1879] lr: 1.000e-04, eta: 5:30:20, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9453, loss: 0.9453 2020-06-19 12:13:31,245 - mmaction - INFO - Epoch [88][1500/1879] lr: 1.000e-04, eta: 5:30:02, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0846, loss: 1.0846 2020-06-19 12:13:41,768 - mmaction - INFO - Epoch [88][1520/1879] lr: 1.000e-04, eta: 5:29:44, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0165, loss: 1.0165 2020-06-19 12:13:52,119 - mmaction - INFO - Epoch [88][1540/1879] lr: 1.000e-04, eta: 5:29:25, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3401, loss: 1.3401 2020-06-19 12:14:01,825 - mmaction - INFO - Epoch [88][1560/1879] lr: 1.000e-04, eta: 5:29:07, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.9234, loss: 0.9234 2020-06-19 12:14:12,013 - mmaction - INFO - Epoch [88][1580/1879] lr: 1.000e-04, eta: 5:28:49, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0902, loss: 1.0902 2020-06-19 12:14:21,849 - mmaction - INFO - Epoch [88][1600/1879] lr: 1.000e-04, eta: 5:28:30, time: 0.494, data_time: 0.009, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0585, loss: 1.0585 2020-06-19 12:14:32,660 - mmaction - INFO - Epoch [88][1620/1879] lr: 1.000e-04, eta: 5:28:12, time: 0.539, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9726, loss: 0.9726 2020-06-19 12:14:42,840 - mmaction - INFO - Epoch [88][1640/1879] lr: 1.000e-04, eta: 5:27:54, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2042, loss: 1.2042 2020-06-19 12:14:52,510 - mmaction - INFO - Epoch [88][1660/1879] lr: 1.000e-04, eta: 5:27:35, time: 0.485, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9500, loss_cls: 0.8839, loss: 0.8839 2020-06-19 12:15:02,667 - mmaction - INFO - Epoch [88][1680/1879] lr: 1.000e-04, eta: 5:27:17, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1003, loss: 1.1003 2020-06-19 12:15:12,402 - mmaction - INFO - Epoch [88][1700/1879] lr: 1.000e-04, eta: 5:26:59, time: 0.486, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1159, loss: 1.1159 2020-06-19 12:15:22,833 - mmaction - INFO - Epoch [88][1720/1879] lr: 1.000e-04, eta: 5:26:40, time: 0.521, data_time: 0.015, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.1979, loss: 1.1979 2020-06-19 12:15:32,565 - mmaction - INFO - Epoch [88][1740/1879] lr: 1.000e-04, eta: 5:26:22, time: 0.484, data_time: 0.005, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2105, loss: 1.2105 2020-06-19 12:15:42,985 - mmaction - INFO - Epoch [88][1760/1879] lr: 1.000e-04, eta: 5:26:04, time: 0.524, data_time: 0.005, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 1.0059, loss: 1.0059 2020-06-19 12:15:52,818 - mmaction - INFO - Epoch [88][1780/1879] lr: 1.000e-04, eta: 5:25:45, time: 0.491, data_time: 0.042, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0902, loss: 1.0902 2020-06-19 12:16:03,364 - mmaction - INFO - Epoch [88][1800/1879] lr: 1.000e-04, eta: 5:25:27, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9437, loss_cls: 0.8999, loss: 0.8999 2020-06-19 12:16:13,200 - mmaction - INFO - Epoch [88][1820/1879] lr: 1.000e-04, eta: 5:25:09, time: 0.490, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9273, loss: 0.9273 2020-06-19 12:16:23,820 - mmaction - INFO - Epoch [88][1840/1879] lr: 1.000e-04, eta: 5:24:50, time: 0.532, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0907, loss: 1.0907 2020-06-19 12:16:33,595 - mmaction - INFO - Epoch [88][1860/1879] lr: 1.000e-04, eta: 5:24:32, time: 0.489, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.8971, loss: 0.8971 2020-06-19 12:16:50,440 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-06-19 12:18:57,290 - mmaction - INFO - Epoch [89][20/1879] lr: 1.000e-04, eta: 5:24:12, time: 6.302, data_time: 5.908, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8562, loss_cls: 1.1050, loss: 1.1050 2020-06-19 12:19:07,005 - mmaction - INFO - Epoch [89][40/1879] lr: 1.000e-04, eta: 5:23:54, time: 0.486, data_time: 0.067, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2741, loss: 1.2741 2020-06-19 12:19:17,084 - mmaction - INFO - Epoch [89][60/1879] lr: 1.000e-04, eta: 5:23:35, time: 0.505, data_time: 0.024, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.2725, loss: 1.2725 2020-06-19 12:19:27,171 - mmaction - INFO - Epoch [89][80/1879] lr: 1.000e-04, eta: 5:23:17, time: 0.504, data_time: 0.022, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2385, loss: 1.2385 2020-06-19 12:19:37,147 - mmaction - INFO - Epoch [89][100/1879] lr: 1.000e-04, eta: 5:22:59, time: 0.499, data_time: 0.049, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0507, loss: 1.0507 2020-06-19 12:19:47,339 - mmaction - INFO - Epoch [89][120/1879] lr: 1.000e-04, eta: 5:22:40, time: 0.510, data_time: 0.008, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2429, loss: 1.2429 2020-06-19 12:19:57,544 - mmaction - INFO - Epoch [89][140/1879] lr: 1.000e-04, eta: 5:22:22, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0364, loss: 1.0364 2020-06-19 12:20:07,710 - mmaction - INFO - Epoch [89][160/1879] lr: 1.000e-04, eta: 5:22:04, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8562, loss_cls: 1.1402, loss: 1.1402 2020-06-19 12:20:17,766 - mmaction - INFO - Epoch [89][180/1879] lr: 1.000e-04, eta: 5:21:45, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9388, loss: 0.9388 2020-06-19 12:20:27,621 - mmaction - INFO - Epoch [89][200/1879] lr: 1.000e-04, eta: 5:21:27, time: 0.494, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9563, loss_cls: 0.8343, loss: 0.8343 2020-06-19 12:20:37,578 - mmaction - INFO - Epoch [89][220/1879] lr: 1.000e-04, eta: 5:21:09, time: 0.496, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0442, loss: 1.0442 2020-06-19 12:20:47,883 - mmaction - INFO - Epoch [89][240/1879] lr: 1.000e-04, eta: 5:20:50, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9687, loss: 0.9687 2020-06-19 12:20:57,993 - mmaction - INFO - Epoch [89][260/1879] lr: 1.000e-04, eta: 5:20:32, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9375, loss_cls: 0.9994, loss: 0.9994 2020-06-19 12:21:08,135 - mmaction - INFO - Epoch [89][280/1879] lr: 1.000e-04, eta: 5:20:14, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2689, loss: 1.2689 2020-06-19 12:21:18,306 - mmaction - INFO - Epoch [89][300/1879] lr: 1.000e-04, eta: 5:19:55, time: 0.510, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 0.9979, loss: 0.9979 2020-06-19 12:21:28,645 - mmaction - INFO - Epoch [89][320/1879] lr: 1.000e-04, eta: 5:19:37, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.9000, loss_cls: 1.2448, loss: 1.2448 2020-06-19 12:21:38,369 - mmaction - INFO - Epoch [89][340/1879] lr: 1.000e-04, eta: 5:19:19, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1405, loss: 1.1405 2020-06-19 12:21:48,350 - mmaction - INFO - Epoch [89][360/1879] lr: 1.000e-04, eta: 5:19:01, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0765, loss: 1.0765 2020-06-19 12:21:58,105 - mmaction - INFO - Epoch [89][380/1879] lr: 1.000e-04, eta: 5:18:42, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 1.0107, loss: 1.0107 2020-06-19 12:22:08,060 - mmaction - INFO - Epoch [89][400/1879] lr: 1.000e-04, eta: 5:18:24, time: 0.496, data_time: 0.005, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 1.0243, loss: 1.0243 2020-06-19 12:22:18,347 - mmaction - INFO - Epoch [89][420/1879] lr: 1.000e-04, eta: 5:18:06, time: 0.516, data_time: 0.035, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9436, loss: 0.9436 2020-06-19 12:22:28,155 - mmaction - INFO - Epoch [89][440/1879] lr: 1.000e-04, eta: 5:17:47, time: 0.492, data_time: 0.084, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.2030, loss: 1.2030 2020-06-19 12:22:38,378 - mmaction - INFO - Epoch [89][460/1879] lr: 1.000e-04, eta: 5:17:29, time: 0.510, data_time: 0.004, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9369, loss: 0.9369 2020-06-19 12:22:48,087 - mmaction - INFO - Epoch [89][480/1879] lr: 1.000e-04, eta: 5:17:11, time: 0.486, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1541, loss: 1.1541 2020-06-19 12:22:58,027 - mmaction - INFO - Epoch [89][500/1879] lr: 1.000e-04, eta: 5:16:52, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2354, loss: 1.2354 2020-06-19 12:23:08,137 - mmaction - INFO - Epoch [89][520/1879] lr: 1.000e-04, eta: 5:16:34, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0765, loss: 1.0765 2020-06-19 12:23:18,847 - mmaction - INFO - Epoch [89][540/1879] lr: 1.000e-04, eta: 5:16:16, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2343, loss: 1.2343 2020-06-19 12:23:28,416 - mmaction - INFO - Epoch [89][560/1879] lr: 1.000e-04, eta: 5:15:58, time: 0.478, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3069, loss: 1.3069 2020-06-19 12:23:39,114 - mmaction - INFO - Epoch [89][580/1879] lr: 1.000e-04, eta: 5:15:39, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0217, loss: 1.0217 2020-06-19 12:23:49,821 - mmaction - INFO - Epoch [89][600/1879] lr: 1.000e-04, eta: 5:15:21, time: 0.532, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3192, loss: 1.3192 2020-06-19 12:23:59,919 - mmaction - INFO - Epoch [89][620/1879] lr: 1.000e-04, eta: 5:15:03, time: 0.507, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0930, loss: 1.0930 2020-06-19 12:24:10,476 - mmaction - INFO - Epoch [89][640/1879] lr: 1.000e-04, eta: 5:14:45, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9895, loss: 0.9895 2020-06-19 12:24:20,566 - mmaction - INFO - Epoch [89][660/1879] lr: 1.000e-04, eta: 5:14:26, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1266, loss: 1.1266 2020-06-19 12:24:30,610 - mmaction - INFO - Epoch [89][680/1879] lr: 1.000e-04, eta: 5:14:08, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9250, loss_cls: 1.0838, loss: 1.0838 2020-06-19 12:24:40,852 - mmaction - INFO - Epoch [89][700/1879] lr: 1.000e-04, eta: 5:13:50, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.9276, loss: 0.9276 2020-06-19 12:24:50,471 - mmaction - INFO - Epoch [89][720/1879] lr: 1.000e-04, eta: 5:13:32, time: 0.484, data_time: 0.003, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.8275, loss: 0.8275 2020-06-19 12:25:00,767 - mmaction - INFO - Epoch [89][740/1879] lr: 1.000e-04, eta: 5:13:13, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1376, loss: 1.1376 2020-06-19 12:25:11,041 - mmaction - INFO - Epoch [89][760/1879] lr: 1.000e-04, eta: 5:12:55, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3475, loss: 1.3475 2020-06-19 12:25:20,784 - mmaction - INFO - Epoch [89][780/1879] lr: 1.000e-04, eta: 5:12:37, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1044, loss: 1.1044 2020-06-19 12:25:31,321 - mmaction - INFO - Epoch [89][800/1879] lr: 1.000e-04, eta: 5:12:19, time: 0.525, data_time: 0.000, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2349, loss: 1.2349 2020-06-19 12:25:41,387 - mmaction - INFO - Epoch [89][820/1879] lr: 1.000e-04, eta: 5:12:00, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2460, loss: 1.2460 2020-06-19 12:25:51,738 - mmaction - INFO - Epoch [89][840/1879] lr: 1.000e-04, eta: 5:11:42, time: 0.519, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0275, loss: 1.0275 2020-06-19 12:26:01,772 - mmaction - INFO - Epoch [89][860/1879] lr: 1.000e-04, eta: 5:11:24, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2405, loss: 1.2405 2020-06-19 12:26:12,626 - mmaction - INFO - Epoch [89][880/1879] lr: 1.000e-04, eta: 5:11:06, time: 0.544, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9982, loss: 0.9982 2020-06-19 12:26:22,185 - mmaction - INFO - Epoch [89][900/1879] lr: 1.000e-04, eta: 5:10:48, time: 0.479, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1067, loss: 1.1067 2020-06-19 12:26:31,877 - mmaction - INFO - Epoch [89][920/1879] lr: 1.000e-04, eta: 5:10:29, time: 0.483, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9062, loss_cls: 0.9721, loss: 0.9721 2020-06-19 12:26:42,357 - mmaction - INFO - Epoch [89][940/1879] lr: 1.000e-04, eta: 5:10:11, time: 0.522, data_time: 0.046, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0436, loss: 1.0436 2020-06-19 12:26:52,585 - mmaction - INFO - Epoch [89][960/1879] lr: 1.000e-04, eta: 5:09:53, time: 0.515, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0883, loss: 1.0883 2020-06-19 12:27:02,733 - mmaction - INFO - Epoch [89][980/1879] lr: 1.000e-04, eta: 5:09:35, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8562, loss_cls: 1.0830, loss: 1.0830 2020-06-19 12:27:12,382 - mmaction - INFO - Epoch [89][1000/1879] lr: 1.000e-04, eta: 5:09:16, time: 0.485, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.1517, loss: 1.1517 2020-06-19 12:27:22,308 - mmaction - INFO - Epoch [89][1020/1879] lr: 1.000e-04, eta: 5:08:58, time: 0.496, data_time: 0.030, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9090, loss: 0.9090 2020-06-19 12:27:32,557 - mmaction - INFO - Epoch [89][1040/1879] lr: 1.000e-04, eta: 5:08:40, time: 0.511, data_time: 0.039, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.0511, loss: 1.0511 2020-06-19 12:27:42,968 - mmaction - INFO - Epoch [89][1060/1879] lr: 1.000e-04, eta: 5:08:22, time: 0.523, data_time: 0.012, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2601, loss: 1.2601 2020-06-19 12:27:53,285 - mmaction - INFO - Epoch [89][1080/1879] lr: 1.000e-04, eta: 5:08:04, time: 0.515, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0046, loss: 1.0046 2020-06-19 12:28:03,382 - mmaction - INFO - Epoch [89][1100/1879] lr: 1.000e-04, eta: 5:07:45, time: 0.503, data_time: 0.011, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 0.9595, loss: 0.9595 2020-06-19 12:28:13,530 - mmaction - INFO - Epoch [89][1120/1879] lr: 1.000e-04, eta: 5:07:27, time: 0.507, data_time: 0.004, memory: 5168, top1_acc: 0.7812, top5_acc: 0.8938, loss_cls: 0.9474, loss: 0.9474 2020-06-19 12:28:23,227 - mmaction - INFO - Epoch [89][1140/1879] lr: 1.000e-04, eta: 5:07:09, time: 0.487, data_time: 0.013, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9308, loss: 0.9308 2020-06-19 12:28:34,054 - mmaction - INFO - Epoch [89][1160/1879] lr: 1.000e-04, eta: 5:06:51, time: 0.542, data_time: 0.197, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0885, loss: 1.0885 2020-06-19 12:28:43,255 - mmaction - INFO - Epoch [89][1180/1879] lr: 1.000e-04, eta: 5:06:32, time: 0.460, data_time: 0.082, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0906, loss: 1.0906 2020-06-19 12:28:53,125 - mmaction - INFO - Epoch [89][1200/1879] lr: 1.000e-04, eta: 5:06:14, time: 0.493, data_time: 0.042, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9500, loss_cls: 0.7152, loss: 0.7152 2020-06-19 12:29:03,171 - mmaction - INFO - Epoch [89][1220/1879] lr: 1.000e-04, eta: 5:05:56, time: 0.501, data_time: 0.005, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2631, loss: 1.2631 2020-06-19 12:29:13,483 - mmaction - INFO - Epoch [89][1240/1879] lr: 1.000e-04, eta: 5:05:38, time: 0.514, data_time: 0.005, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8767, loss: 0.8767 2020-06-19 12:29:23,931 - mmaction - INFO - Epoch [89][1260/1879] lr: 1.000e-04, eta: 5:05:20, time: 0.525, data_time: 0.029, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8764, loss: 0.8764 2020-06-19 12:29:33,562 - mmaction - INFO - Epoch [89][1280/1879] lr: 1.000e-04, eta: 5:05:01, time: 0.481, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 0.9404, loss: 0.9404 2020-06-19 12:29:44,058 - mmaction - INFO - Epoch [89][1300/1879] lr: 1.000e-04, eta: 5:04:43, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8639, loss: 0.8639 2020-06-19 12:29:54,418 - mmaction - INFO - Epoch [89][1320/1879] lr: 1.000e-04, eta: 5:04:25, time: 0.519, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9699, loss: 0.9699 2020-06-19 12:30:03,748 - mmaction - INFO - Epoch [89][1340/1879] lr: 1.000e-04, eta: 5:04:07, time: 0.467, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1923, loss: 1.1923 2020-06-19 12:30:14,082 - mmaction - INFO - Epoch [89][1360/1879] lr: 1.000e-04, eta: 5:03:49, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1181, loss: 1.1181 2020-06-19 12:30:24,754 - mmaction - INFO - Epoch [89][1380/1879] lr: 1.000e-04, eta: 5:03:31, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9872, loss: 0.9872 2020-06-19 12:30:34,342 - mmaction - INFO - Epoch [89][1400/1879] lr: 1.000e-04, eta: 5:03:12, time: 0.479, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 1.0444, loss: 1.0444 2020-06-19 12:30:44,848 - mmaction - INFO - Epoch [89][1420/1879] lr: 1.000e-04, eta: 5:02:54, time: 0.525, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9796, loss: 0.9796 2020-06-19 12:30:54,718 - mmaction - INFO - Epoch [89][1440/1879] lr: 1.000e-04, eta: 5:02:36, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1330, loss: 1.1330 2020-06-19 12:31:05,481 - mmaction - INFO - Epoch [89][1460/1879] lr: 1.000e-04, eta: 5:02:18, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9315, loss: 0.9315 2020-06-19 12:31:15,453 - mmaction - INFO - Epoch [89][1480/1879] lr: 1.000e-04, eta: 5:02:00, time: 0.496, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2253, loss: 1.2253 2020-06-19 12:31:25,398 - mmaction - INFO - Epoch [89][1500/1879] lr: 1.000e-04, eta: 5:01:41, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1273, loss: 1.1273 2020-06-19 12:31:34,779 - mmaction - INFO - Epoch [89][1520/1879] lr: 1.000e-04, eta: 5:01:23, time: 0.469, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3732, loss: 1.3732 2020-06-19 12:31:45,237 - mmaction - INFO - Epoch [89][1540/1879] lr: 1.000e-04, eta: 5:01:05, time: 0.525, data_time: 0.008, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0535, loss: 1.0535 2020-06-19 12:31:55,398 - mmaction - INFO - Epoch [89][1560/1879] lr: 1.000e-04, eta: 5:00:47, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1344, loss: 1.1344 2020-06-19 12:32:04,960 - mmaction - INFO - Epoch [89][1580/1879] lr: 1.000e-04, eta: 5:00:29, time: 0.478, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.1641, loss: 1.1641 2020-06-19 12:32:14,773 - mmaction - INFO - Epoch [89][1600/1879] lr: 1.000e-04, eta: 5:00:10, time: 0.491, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9934, loss: 0.9934 2020-06-19 12:32:25,418 - mmaction - INFO - Epoch [89][1620/1879] lr: 1.000e-04, eta: 4:59:52, time: 0.533, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1623, loss: 1.1623 2020-06-19 12:32:35,272 - mmaction - INFO - Epoch [89][1640/1879] lr: 1.000e-04, eta: 4:59:34, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.3012, loss: 1.3012 2020-06-19 12:32:45,285 - mmaction - INFO - Epoch [89][1660/1879] lr: 1.000e-04, eta: 4:59:16, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1236, loss: 1.1236 2020-06-19 12:32:55,151 - mmaction - INFO - Epoch [89][1680/1879] lr: 1.000e-04, eta: 4:58:58, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0423, loss: 1.0423 2020-06-19 12:33:05,399 - mmaction - INFO - Epoch [89][1700/1879] lr: 1.000e-04, eta: 4:58:40, time: 0.510, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9925, loss: 0.9925 2020-06-19 12:33:15,918 - mmaction - INFO - Epoch [89][1720/1879] lr: 1.000e-04, eta: 4:58:22, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1591, loss: 1.1591 2020-06-19 12:33:25,537 - mmaction - INFO - Epoch [89][1740/1879] lr: 1.000e-04, eta: 4:58:03, time: 0.482, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0217, loss: 1.0217 2020-06-19 12:33:35,748 - mmaction - INFO - Epoch [89][1760/1879] lr: 1.000e-04, eta: 4:57:45, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0569, loss: 1.0569 2020-06-19 12:33:45,213 - mmaction - INFO - Epoch [89][1780/1879] lr: 1.000e-04, eta: 4:57:27, time: 0.474, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1535, loss: 1.1535 2020-06-19 12:33:55,853 - mmaction - INFO - Epoch [89][1800/1879] lr: 1.000e-04, eta: 4:57:09, time: 0.534, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2578, loss: 1.2578 2020-06-19 12:34:06,284 - mmaction - INFO - Epoch [89][1820/1879] lr: 1.000e-04, eta: 4:56:51, time: 0.520, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9375, loss_cls: 0.9122, loss: 0.9122 2020-06-19 12:34:16,279 - mmaction - INFO - Epoch [89][1840/1879] lr: 1.000e-04, eta: 4:56:33, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9780, loss: 0.9780 2020-06-19 12:34:28,572 - mmaction - INFO - Epoch [89][1860/1879] lr: 1.000e-04, eta: 4:56:15, time: 0.617, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0799, loss: 1.0799 2020-06-19 12:34:47,728 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-06-19 12:36:52,136 - mmaction - INFO - Epoch [90][20/1879] lr: 1.000e-04, eta: 4:55:53, time: 6.128, data_time: 5.600, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8119, loss: 0.8119 2020-06-19 12:37:02,139 - mmaction - INFO - Epoch [90][40/1879] lr: 1.000e-04, eta: 4:55:35, time: 0.504, data_time: 0.006, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9784, loss: 0.9784 2020-06-19 12:37:12,036 - mmaction - INFO - Epoch [90][60/1879] lr: 1.000e-04, eta: 4:55:17, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.1081, loss: 1.1081 2020-06-19 12:37:22,331 - mmaction - INFO - Epoch [90][80/1879] lr: 1.000e-04, eta: 4:54:59, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2568, loss: 1.2568 2020-06-19 12:37:32,630 - mmaction - INFO - Epoch [90][100/1879] lr: 1.000e-04, eta: 4:54:41, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9375, loss_cls: 0.7795, loss: 0.7795 2020-06-19 12:37:42,189 - mmaction - INFO - Epoch [90][120/1879] lr: 1.000e-04, eta: 4:54:23, time: 0.479, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9548, loss: 0.9548 2020-06-19 12:37:52,735 - mmaction - INFO - Epoch [90][140/1879] lr: 1.000e-04, eta: 4:54:04, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.0913, loss: 1.0913 2020-06-19 12:38:02,821 - mmaction - INFO - Epoch [90][160/1879] lr: 1.000e-04, eta: 4:53:46, time: 0.507, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9253, loss: 0.9253 2020-06-19 12:38:12,652 - mmaction - INFO - Epoch [90][180/1879] lr: 1.000e-04, eta: 4:53:28, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 0.9958, loss: 0.9958 2020-06-19 12:38:22,246 - mmaction - INFO - Epoch [90][200/1879] lr: 1.000e-04, eta: 4:53:10, time: 0.479, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2813, loss: 1.2813 2020-06-19 12:38:32,681 - mmaction - INFO - Epoch [90][220/1879] lr: 1.000e-04, eta: 4:52:52, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 1.0135, loss: 1.0135 2020-06-19 12:38:42,310 - mmaction - INFO - Epoch [90][240/1879] lr: 1.000e-04, eta: 4:52:34, time: 0.483, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0828, loss: 1.0828 2020-06-19 12:38:54,130 - mmaction - INFO - Epoch [90][260/1879] lr: 1.000e-04, eta: 4:52:16, time: 0.592, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8750, loss_cls: 1.0154, loss: 1.0154 2020-06-19 12:39:06,521 - mmaction - INFO - Epoch [90][280/1879] lr: 1.000e-04, eta: 4:51:58, time: 0.618, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3150, loss: 1.3150 2020-06-19 12:39:17,796 - mmaction - INFO - Epoch [90][300/1879] lr: 1.000e-04, eta: 4:51:40, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8750, loss_cls: 1.1610, loss: 1.1610 2020-06-19 12:39:29,670 - mmaction - INFO - Epoch [90][320/1879] lr: 1.000e-04, eta: 4:51:22, time: 0.592, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9505, loss: 0.9505 2020-06-19 12:39:42,177 - mmaction - INFO - Epoch [90][340/1879] lr: 1.000e-04, eta: 4:51:04, time: 0.626, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2446, loss: 1.2446 2020-06-19 12:39:54,209 - mmaction - INFO - Epoch [90][360/1879] lr: 1.000e-04, eta: 4:50:46, time: 0.600, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9197, loss: 0.9197 2020-06-19 12:40:04,166 - mmaction - INFO - Epoch [90][380/1879] lr: 1.000e-04, eta: 4:50:28, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9316, loss: 0.9316 2020-06-19 12:40:14,022 - mmaction - INFO - Epoch [90][400/1879] lr: 1.000e-04, eta: 4:50:10, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1665, loss: 1.1665 2020-06-19 12:40:24,502 - mmaction - INFO - Epoch [90][420/1879] lr: 1.000e-04, eta: 4:49:52, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8333, loss: 0.8333 2020-06-19 12:40:34,507 - mmaction - INFO - Epoch [90][440/1879] lr: 1.000e-04, eta: 4:49:34, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.4423, loss: 1.4423 2020-06-19 12:40:44,743 - mmaction - INFO - Epoch [90][460/1879] lr: 1.000e-04, eta: 4:49:16, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1272, loss: 1.1272 2020-06-19 12:40:54,421 - mmaction - INFO - Epoch [90][480/1879] lr: 1.000e-04, eta: 4:48:58, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0051, loss: 1.0051 2020-06-19 12:41:04,720 - mmaction - INFO - Epoch [90][500/1879] lr: 1.000e-04, eta: 4:48:40, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9500, loss_cls: 0.7912, loss: 0.7912 2020-06-19 12:41:14,694 - mmaction - INFO - Epoch [90][520/1879] lr: 1.000e-04, eta: 4:48:22, time: 0.497, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1688, loss: 1.1688 2020-06-19 12:41:24,732 - mmaction - INFO - Epoch [90][540/1879] lr: 1.000e-04, eta: 4:48:03, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8996, loss: 0.8996 2020-06-19 12:41:34,686 - mmaction - INFO - Epoch [90][560/1879] lr: 1.000e-04, eta: 4:47:45, time: 0.498, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.8580, loss: 0.8580 2020-06-19 12:41:45,114 - mmaction - INFO - Epoch [90][580/1879] lr: 1.000e-04, eta: 4:47:27, time: 0.521, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0990, loss: 1.0990 2020-06-19 12:41:55,846 - mmaction - INFO - Epoch [90][600/1879] lr: 1.000e-04, eta: 4:47:09, time: 0.536, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1691, loss: 1.1691 2020-06-19 12:42:05,484 - mmaction - INFO - Epoch [90][620/1879] lr: 1.000e-04, eta: 4:46:51, time: 0.482, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9918, loss: 0.9918 2020-06-19 12:42:15,337 - mmaction - INFO - Epoch [90][640/1879] lr: 1.000e-04, eta: 4:46:33, time: 0.491, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1768, loss: 1.1768 2020-06-19 12:42:25,048 - mmaction - INFO - Epoch [90][660/1879] lr: 1.000e-04, eta: 4:46:15, time: 0.486, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8851, loss: 0.8851 2020-06-19 12:42:35,237 - mmaction - INFO - Epoch [90][680/1879] lr: 1.000e-04, eta: 4:45:57, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.8313, top5_acc: 0.9437, loss_cls: 0.6965, loss: 0.6965 2020-06-19 12:42:45,442 - mmaction - INFO - Epoch [90][700/1879] lr: 1.000e-04, eta: 4:45:39, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8125, loss_cls: 1.4574, loss: 1.4574 2020-06-19 12:42:56,206 - mmaction - INFO - Epoch [90][720/1879] lr: 1.000e-04, eta: 4:45:21, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.7946, loss: 0.7946 2020-06-19 12:43:05,829 - mmaction - INFO - Epoch [90][740/1879] lr: 1.000e-04, eta: 4:45:03, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9497, loss: 0.9497 2020-06-19 12:43:16,306 - mmaction - INFO - Epoch [90][760/1879] lr: 1.000e-04, eta: 4:44:45, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5025, loss: 1.5025 2020-06-19 12:43:25,570 - mmaction - INFO - Epoch [90][780/1879] lr: 1.000e-04, eta: 4:44:26, time: 0.465, data_time: 0.021, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0923, loss: 1.0923 2020-06-19 12:43:35,390 - mmaction - INFO - Epoch [90][800/1879] lr: 1.000e-04, eta: 4:44:08, time: 0.491, data_time: 0.056, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0344, loss: 1.0344 2020-06-19 12:43:45,558 - mmaction - INFO - Epoch [90][820/1879] lr: 1.000e-04, eta: 4:43:50, time: 0.506, data_time: 0.010, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.8249, loss: 0.8249 2020-06-19 12:43:55,749 - mmaction - INFO - Epoch [90][840/1879] lr: 1.000e-04, eta: 4:43:32, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0374, loss: 1.0374 2020-06-19 12:44:05,877 - mmaction - INFO - Epoch [90][860/1879] lr: 1.000e-04, eta: 4:43:14, time: 0.506, data_time: 0.013, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9886, loss: 0.9886 2020-06-19 12:44:16,587 - mmaction - INFO - Epoch [90][880/1879] lr: 1.000e-04, eta: 4:42:56, time: 0.538, data_time: 0.086, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0482, loss: 1.0482 2020-06-19 12:44:26,188 - mmaction - INFO - Epoch [90][900/1879] lr: 1.000e-04, eta: 4:42:38, time: 0.480, data_time: 0.142, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1550, loss: 1.1550 2020-06-19 12:44:36,014 - mmaction - INFO - Epoch [90][920/1879] lr: 1.000e-04, eta: 4:42:20, time: 0.491, data_time: 0.142, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1037, loss: 1.1037 2020-06-19 12:44:47,006 - mmaction - INFO - Epoch [90][940/1879] lr: 1.000e-04, eta: 4:42:02, time: 0.548, data_time: 0.106, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8455, loss: 0.8455 2020-06-19 12:44:56,759 - mmaction - INFO - Epoch [90][960/1879] lr: 1.000e-04, eta: 4:41:44, time: 0.488, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1080, loss: 1.1080 2020-06-19 12:45:06,652 - mmaction - INFO - Epoch [90][980/1879] lr: 1.000e-04, eta: 4:41:26, time: 0.494, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1927, loss: 1.1927 2020-06-19 12:45:16,485 - mmaction - INFO - Epoch [90][1000/1879] lr: 1.000e-04, eta: 4:41:08, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1394, loss: 1.1394 2020-06-19 12:45:27,301 - mmaction - INFO - Epoch [90][1020/1879] lr: 1.000e-04, eta: 4:40:50, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0929, loss: 1.0929 2020-06-19 12:45:36,616 - mmaction - INFO - Epoch [90][1040/1879] lr: 1.000e-04, eta: 4:40:32, time: 0.465, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1194, loss: 1.1194 2020-06-19 12:45:46,916 - mmaction - INFO - Epoch [90][1060/1879] lr: 1.000e-04, eta: 4:40:14, time: 0.514, data_time: 0.011, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9482, loss: 0.9482 2020-06-19 12:45:56,339 - mmaction - INFO - Epoch [90][1080/1879] lr: 1.000e-04, eta: 4:39:56, time: 0.473, data_time: 0.008, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 0.9454, loss: 0.9454 2020-06-19 12:46:06,488 - mmaction - INFO - Epoch [90][1100/1879] lr: 1.000e-04, eta: 4:39:38, time: 0.507, data_time: 0.017, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0117, loss: 1.0117 2020-06-19 12:46:16,191 - mmaction - INFO - Epoch [90][1120/1879] lr: 1.000e-04, eta: 4:39:19, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0745, loss: 1.0745 2020-06-19 12:46:26,930 - mmaction - INFO - Epoch [90][1140/1879] lr: 1.000e-04, eta: 4:39:01, time: 0.539, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0188, loss: 1.0188 2020-06-19 12:46:36,910 - mmaction - INFO - Epoch [90][1160/1879] lr: 1.000e-04, eta: 4:38:43, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3927, loss: 1.3927 2020-06-19 12:46:47,190 - mmaction - INFO - Epoch [90][1180/1879] lr: 1.000e-04, eta: 4:38:25, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2071, loss: 1.2071 2020-06-19 12:46:57,260 - mmaction - INFO - Epoch [90][1200/1879] lr: 1.000e-04, eta: 4:38:07, time: 0.506, data_time: 0.004, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0268, loss: 1.0268 2020-06-19 12:47:06,676 - mmaction - INFO - Epoch [90][1220/1879] lr: 1.000e-04, eta: 4:37:49, time: 0.468, data_time: 0.008, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2095, loss: 1.2095 2020-06-19 12:47:17,411 - mmaction - INFO - Epoch [90][1240/1879] lr: 1.000e-04, eta: 4:37:31, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.8834, loss: 0.8834 2020-06-19 12:47:27,200 - mmaction - INFO - Epoch [90][1260/1879] lr: 1.000e-04, eta: 4:37:13, time: 0.492, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.3006, loss: 1.3006 2020-06-19 12:47:37,339 - mmaction - INFO - Epoch [90][1280/1879] lr: 1.000e-04, eta: 4:36:55, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1524, loss: 1.1524 2020-06-19 12:47:47,135 - mmaction - INFO - Epoch [90][1300/1879] lr: 1.000e-04, eta: 4:36:37, time: 0.487, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0680, loss: 1.0680 2020-06-19 12:47:57,095 - mmaction - INFO - Epoch [90][1320/1879] lr: 1.000e-04, eta: 4:36:19, time: 0.500, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1972, loss: 1.1972 2020-06-19 12:48:07,457 - mmaction - INFO - Epoch [90][1340/1879] lr: 1.000e-04, eta: 4:36:01, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0193, loss: 1.0193 2020-06-19 12:48:17,814 - mmaction - INFO - Epoch [90][1360/1879] lr: 1.000e-04, eta: 4:35:43, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0181, loss: 1.0181 2020-06-19 12:48:27,388 - mmaction - INFO - Epoch [90][1380/1879] lr: 1.000e-04, eta: 4:35:25, time: 0.479, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2552, loss: 1.2552 2020-06-19 12:48:37,398 - mmaction - INFO - Epoch [90][1400/1879] lr: 1.000e-04, eta: 4:35:07, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9632, loss: 0.9632 2020-06-19 12:48:47,211 - mmaction - INFO - Epoch [90][1420/1879] lr: 1.000e-04, eta: 4:34:49, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0329, loss: 1.0329 2020-06-19 12:48:57,721 - mmaction - INFO - Epoch [90][1440/1879] lr: 1.000e-04, eta: 4:34:31, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1342, loss: 1.1342 2020-06-19 12:49:07,497 - mmaction - INFO - Epoch [90][1460/1879] lr: 1.000e-04, eta: 4:34:13, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.1368, loss: 1.1368 2020-06-19 12:49:17,524 - mmaction - INFO - Epoch [90][1480/1879] lr: 1.000e-04, eta: 4:33:55, time: 0.501, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.0787, loss: 1.0787 2020-06-19 12:49:27,934 - mmaction - INFO - Epoch [90][1500/1879] lr: 1.000e-04, eta: 4:33:37, time: 0.522, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0446, loss: 1.0446 2020-06-19 12:49:37,480 - mmaction - INFO - Epoch [90][1520/1879] lr: 1.000e-04, eta: 4:33:19, time: 0.477, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0916, loss: 1.0916 2020-06-19 12:49:46,930 - mmaction - INFO - Epoch [90][1540/1879] lr: 1.000e-04, eta: 4:33:01, time: 0.470, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2037, loss: 1.2037 2020-06-19 12:49:57,706 - mmaction - INFO - Epoch [90][1560/1879] lr: 1.000e-04, eta: 4:32:43, time: 0.538, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.8132, loss: 0.8132 2020-06-19 12:50:07,922 - mmaction - INFO - Epoch [90][1580/1879] lr: 1.000e-04, eta: 4:32:25, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2620, loss: 1.2620 2020-06-19 12:50:17,522 - mmaction - INFO - Epoch [90][1600/1879] lr: 1.000e-04, eta: 4:32:07, time: 0.478, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0883, loss: 1.0883 2020-06-19 12:50:27,807 - mmaction - INFO - Epoch [90][1620/1879] lr: 1.000e-04, eta: 4:31:49, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 0.9889, loss: 0.9889 2020-06-19 12:50:38,379 - mmaction - INFO - Epoch [90][1640/1879] lr: 1.000e-04, eta: 4:31:31, time: 0.529, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1266, loss: 1.1266 2020-06-19 12:50:47,403 - mmaction - INFO - Epoch [90][1660/1879] lr: 1.000e-04, eta: 4:31:13, time: 0.450, data_time: 0.000, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.8947, loss: 0.8947 2020-06-19 12:50:57,979 - mmaction - INFO - Epoch [90][1680/1879] lr: 1.000e-04, eta: 4:30:55, time: 0.527, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1448, loss: 1.1448 2020-06-19 12:51:08,085 - mmaction - INFO - Epoch [90][1700/1879] lr: 1.000e-04, eta: 4:30:37, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2831, loss: 1.2831 2020-06-19 12:51:17,988 - mmaction - INFO - Epoch [90][1720/1879] lr: 1.000e-04, eta: 4:30:19, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0211, loss: 1.0211 2020-06-19 12:51:28,043 - mmaction - INFO - Epoch [90][1740/1879] lr: 1.000e-04, eta: 4:30:01, time: 0.500, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9881, loss: 0.9881 2020-06-19 12:51:38,820 - mmaction - INFO - Epoch [90][1760/1879] lr: 1.000e-04, eta: 4:29:43, time: 0.542, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0795, loss: 1.0795 2020-06-19 12:51:48,392 - mmaction - INFO - Epoch [90][1780/1879] lr: 1.000e-04, eta: 4:29:25, time: 0.476, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1003, loss: 1.1003 2020-06-19 12:51:58,137 - mmaction - INFO - Epoch [90][1800/1879] lr: 1.000e-04, eta: 4:29:07, time: 0.488, data_time: 0.029, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9218, loss: 0.9218 2020-06-19 12:52:26,272 - mmaction - INFO - Epoch [90][1820/1879] lr: 1.000e-04, eta: 4:28:51, time: 1.406, data_time: 0.046, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1184, loss: 1.1184 2020-06-19 12:52:36,428 - mmaction - INFO - Epoch [90][1840/1879] lr: 1.000e-04, eta: 4:28:34, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3511, loss: 1.3511 2020-06-19 12:52:46,423 - mmaction - INFO - Epoch [90][1860/1879] lr: 1.000e-04, eta: 4:28:16, time: 0.499, data_time: 0.004, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1480, loss: 1.1480 2020-06-19 12:53:02,481 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-06-19 12:55:45,850 - mmaction - INFO - Epoch [91][20/1879] lr: 1.000e-04, eta: 4:27:58, time: 8.129, data_time: 7.592, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9947, loss: 0.9947 2020-06-19 12:55:55,494 - mmaction - INFO - Epoch [91][40/1879] lr: 1.000e-04, eta: 4:27:40, time: 0.483, data_time: 0.009, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 0.9405, loss: 0.9405 2020-06-19 12:56:05,655 - mmaction - INFO - Epoch [91][60/1879] lr: 1.000e-04, eta: 4:27:22, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8714, loss: 0.8714 2020-06-19 12:56:16,260 - mmaction - INFO - Epoch [91][80/1879] lr: 1.000e-04, eta: 4:27:04, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.0565, loss: 1.0565 2020-06-19 12:56:25,912 - mmaction - INFO - Epoch [91][100/1879] lr: 1.000e-04, eta: 4:26:46, time: 0.485, data_time: 0.004, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0236, loss: 1.0236 2020-06-19 12:56:36,237 - mmaction - INFO - Epoch [91][120/1879] lr: 1.000e-04, eta: 4:26:28, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0078, loss: 1.0078 2020-06-19 12:56:46,229 - mmaction - INFO - Epoch [91][140/1879] lr: 1.000e-04, eta: 4:26:10, time: 0.499, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9062, loss_cls: 0.8536, loss: 0.8536 2020-06-19 12:56:56,335 - mmaction - INFO - Epoch [91][160/1879] lr: 1.000e-04, eta: 4:25:52, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.8982, loss: 0.8982 2020-06-19 12:57:06,551 - mmaction - INFO - Epoch [91][180/1879] lr: 1.000e-04, eta: 4:25:34, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1253, loss: 1.1253 2020-06-19 12:57:17,097 - mmaction - INFO - Epoch [91][200/1879] lr: 1.000e-04, eta: 4:25:16, time: 0.529, data_time: 0.003, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9500, loss_cls: 0.7449, loss: 0.7449 2020-06-19 12:57:26,871 - mmaction - INFO - Epoch [91][220/1879] lr: 1.000e-04, eta: 4:24:58, time: 0.489, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9563, loss_cls: 0.9483, loss: 0.9483 2020-06-19 12:57:36,986 - mmaction - INFO - Epoch [91][240/1879] lr: 1.000e-04, eta: 4:24:40, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1241, loss: 1.1241 2020-06-19 12:57:47,261 - mmaction - INFO - Epoch [91][260/1879] lr: 1.000e-04, eta: 4:24:22, time: 0.515, data_time: 0.012, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0108, loss: 1.0108 2020-06-19 12:57:57,527 - mmaction - INFO - Epoch [91][280/1879] lr: 1.000e-04, eta: 4:24:04, time: 0.511, data_time: 0.064, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 0.8885, loss: 0.8885 2020-06-19 12:58:07,049 - mmaction - INFO - Epoch [91][300/1879] lr: 1.000e-04, eta: 4:23:46, time: 0.475, data_time: 0.031, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0800, loss: 1.0800 2020-06-19 12:58:16,963 - mmaction - INFO - Epoch [91][320/1879] lr: 1.000e-04, eta: 4:23:28, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9582, loss: 0.9582 2020-06-19 12:58:27,754 - mmaction - INFO - Epoch [91][340/1879] lr: 1.000e-04, eta: 4:23:10, time: 0.537, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0203, loss: 1.0203 2020-06-19 12:58:37,204 - mmaction - INFO - Epoch [91][360/1879] lr: 1.000e-04, eta: 4:22:52, time: 0.473, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8500, loss_cls: 1.3401, loss: 1.3401 2020-06-19 12:58:47,218 - mmaction - INFO - Epoch [91][380/1879] lr: 1.000e-04, eta: 4:22:34, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0590, loss: 1.0590 2020-06-19 12:58:56,894 - mmaction - INFO - Epoch [91][400/1879] lr: 1.000e-04, eta: 4:22:16, time: 0.483, data_time: 0.001, memory: 5168, top1_acc: 0.6438, top5_acc: 0.8812, loss_cls: 1.3440, loss: 1.3440 2020-06-19 12:59:07,068 - mmaction - INFO - Epoch [91][420/1879] lr: 1.000e-04, eta: 4:21:58, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4110, loss: 1.4110 2020-06-19 12:59:16,981 - mmaction - INFO - Epoch [91][440/1879] lr: 1.000e-04, eta: 4:21:41, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1943, loss: 1.1943 2020-06-19 12:59:27,066 - mmaction - INFO - Epoch [91][460/1879] lr: 1.000e-04, eta: 4:21:23, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0834, loss: 1.0834 2020-06-19 12:59:37,534 - mmaction - INFO - Epoch [91][480/1879] lr: 1.000e-04, eta: 4:21:05, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 0.9908, loss: 0.9908 2020-06-19 12:59:47,590 - mmaction - INFO - Epoch [91][500/1879] lr: 1.000e-04, eta: 4:20:47, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0625, loss: 1.0625 2020-06-19 12:59:57,562 - mmaction - INFO - Epoch [91][520/1879] lr: 1.000e-04, eta: 4:20:29, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1689, loss: 1.1689 2020-06-19 13:00:09,939 - mmaction - INFO - Epoch [91][540/1879] lr: 1.000e-04, eta: 4:20:11, time: 0.617, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9550, loss: 0.9550 2020-06-19 13:00:19,988 - mmaction - INFO - Epoch [91][560/1879] lr: 1.000e-04, eta: 4:19:53, time: 0.503, data_time: 0.005, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.1292, loss: 1.1292 2020-06-19 13:00:30,950 - mmaction - INFO - Epoch [91][580/1879] lr: 1.000e-04, eta: 4:19:35, time: 0.549, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1415, loss: 1.1415 2020-06-19 13:00:40,870 - mmaction - INFO - Epoch [91][600/1879] lr: 1.000e-04, eta: 4:19:17, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9536, loss: 0.9536 2020-06-19 13:00:50,488 - mmaction - INFO - Epoch [91][620/1879] lr: 1.000e-04, eta: 4:18:59, time: 0.478, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.1108, loss: 1.1108 2020-06-19 13:01:00,936 - mmaction - INFO - Epoch [91][640/1879] lr: 1.000e-04, eta: 4:18:42, time: 0.524, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1473, loss: 1.1473 2020-06-19 13:01:10,732 - mmaction - INFO - Epoch [91][660/1879] lr: 1.000e-04, eta: 4:18:24, time: 0.491, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0589, loss: 1.0589 2020-06-19 13:01:20,226 - mmaction - INFO - Epoch [91][680/1879] lr: 1.000e-04, eta: 4:18:06, time: 0.474, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9965, loss: 0.9965 2020-06-19 13:01:30,438 - mmaction - INFO - Epoch [91][700/1879] lr: 1.000e-04, eta: 4:17:48, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9740, loss: 0.9740 2020-06-19 13:01:40,601 - mmaction - INFO - Epoch [91][720/1879] lr: 1.000e-04, eta: 4:17:30, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0901, loss: 1.0901 2020-06-19 13:01:51,463 - mmaction - INFO - Epoch [91][740/1879] lr: 1.000e-04, eta: 4:17:12, time: 0.542, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.9291, loss: 0.9291 2020-06-19 13:02:00,938 - mmaction - INFO - Epoch [91][760/1879] lr: 1.000e-04, eta: 4:16:54, time: 0.473, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0482, loss: 1.0482 2020-06-19 13:02:10,996 - mmaction - INFO - Epoch [91][780/1879] lr: 1.000e-04, eta: 4:16:36, time: 0.503, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9437, loss_cls: 0.9797, loss: 0.9797 2020-06-19 13:02:21,058 - mmaction - INFO - Epoch [91][800/1879] lr: 1.000e-04, eta: 4:16:18, time: 0.503, data_time: 0.050, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0217, loss: 1.0217 2020-06-19 13:02:30,873 - mmaction - INFO - Epoch [91][820/1879] lr: 1.000e-04, eta: 4:16:00, time: 0.491, data_time: 0.090, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0375, loss: 1.0375 2020-06-19 13:02:41,360 - mmaction - INFO - Epoch [91][840/1879] lr: 1.000e-04, eta: 4:15:42, time: 0.524, data_time: 0.030, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1304, loss: 1.1304 2020-06-19 13:02:51,434 - mmaction - INFO - Epoch [91][860/1879] lr: 1.000e-04, eta: 4:15:25, time: 0.506, data_time: 0.038, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1491, loss: 1.1491 2020-06-19 13:03:01,291 - mmaction - INFO - Epoch [91][880/1879] lr: 1.000e-04, eta: 4:15:07, time: 0.493, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 0.9997, loss: 0.9997 2020-06-19 13:03:11,222 - mmaction - INFO - Epoch [91][900/1879] lr: 1.000e-04, eta: 4:14:49, time: 0.495, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9836, loss: 0.9836 2020-06-19 13:03:21,478 - mmaction - INFO - Epoch [91][920/1879] lr: 1.000e-04, eta: 4:14:31, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0951, loss: 1.0951 2020-06-19 13:03:31,391 - mmaction - INFO - Epoch [91][940/1879] lr: 1.000e-04, eta: 4:14:13, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 0.9824, loss: 0.9824 2020-06-19 13:03:41,464 - mmaction - INFO - Epoch [91][960/1879] lr: 1.000e-04, eta: 4:13:55, time: 0.506, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0360, loss: 1.0360 2020-06-19 13:03:51,141 - mmaction - INFO - Epoch [91][980/1879] lr: 1.000e-04, eta: 4:13:37, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2834, loss: 1.2834 2020-06-19 13:04:01,052 - mmaction - INFO - Epoch [91][1000/1879] lr: 1.000e-04, eta: 4:13:19, time: 0.495, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0953, loss: 1.0953 2020-06-19 13:04:11,605 - mmaction - INFO - Epoch [91][1020/1879] lr: 1.000e-04, eta: 4:13:01, time: 0.527, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.1776, loss: 1.1776 2020-06-19 13:04:21,122 - mmaction - INFO - Epoch [91][1040/1879] lr: 1.000e-04, eta: 4:12:43, time: 0.476, data_time: 0.026, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0245, loss: 1.0245 2020-06-19 13:04:31,318 - mmaction - INFO - Epoch [91][1060/1879] lr: 1.000e-04, eta: 4:12:26, time: 0.511, data_time: 0.091, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2047, loss: 1.2047 2020-06-19 13:04:41,357 - mmaction - INFO - Epoch [91][1080/1879] lr: 1.000e-04, eta: 4:12:08, time: 0.502, data_time: 0.073, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.8844, loss: 0.8844 2020-06-19 13:04:51,304 - mmaction - INFO - Epoch [91][1100/1879] lr: 1.000e-04, eta: 4:11:50, time: 0.497, data_time: 0.097, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9437, loss_cls: 0.8829, loss: 0.8829 2020-06-19 13:05:00,924 - mmaction - INFO - Epoch [91][1120/1879] lr: 1.000e-04, eta: 4:11:32, time: 0.481, data_time: 0.134, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1845, loss: 1.1845 2020-06-19 13:05:11,567 - mmaction - INFO - Epoch [91][1140/1879] lr: 1.000e-04, eta: 4:11:14, time: 0.532, data_time: 0.061, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1002, loss: 1.1002 2020-06-19 13:05:21,775 - mmaction - INFO - Epoch [91][1160/1879] lr: 1.000e-04, eta: 4:10:56, time: 0.512, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.1203, loss: 1.1203 2020-06-19 13:05:32,658 - mmaction - INFO - Epoch [91][1180/1879] lr: 1.000e-04, eta: 4:10:39, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1341, loss: 1.1341 2020-06-19 13:05:42,808 - mmaction - INFO - Epoch [91][1200/1879] lr: 1.000e-04, eta: 4:10:21, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.1941, loss: 1.1941 2020-06-19 13:05:52,589 - mmaction - INFO - Epoch [91][1220/1879] lr: 1.000e-04, eta: 4:10:03, time: 0.488, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9919, loss: 0.9919 2020-06-19 13:06:02,923 - mmaction - INFO - Epoch [91][1240/1879] lr: 1.000e-04, eta: 4:09:45, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1378, loss: 1.1378 2020-06-19 13:06:12,980 - mmaction - INFO - Epoch [91][1260/1879] lr: 1.000e-04, eta: 4:09:27, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1882, loss: 1.1882 2020-06-19 13:06:22,916 - mmaction - INFO - Epoch [91][1280/1879] lr: 1.000e-04, eta: 4:09:09, time: 0.499, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8625, loss_cls: 1.0941, loss: 1.0941 2020-06-19 13:06:32,857 - mmaction - INFO - Epoch [91][1300/1879] lr: 1.000e-04, eta: 4:08:51, time: 0.495, data_time: 0.001, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.8305, loss: 0.8305 2020-06-19 13:06:43,248 - mmaction - INFO - Epoch [91][1320/1879] lr: 1.000e-04, eta: 4:08:33, time: 0.520, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0967, loss: 1.0967 2020-06-19 13:06:52,721 - mmaction - INFO - Epoch [91][1340/1879] lr: 1.000e-04, eta: 4:08:16, time: 0.475, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1336, loss: 1.1336 2020-06-19 13:07:03,210 - mmaction - INFO - Epoch [91][1360/1879] lr: 1.000e-04, eta: 4:07:58, time: 0.525, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9313, loss_cls: 1.1162, loss: 1.1162 2020-06-19 13:07:12,925 - mmaction - INFO - Epoch [91][1380/1879] lr: 1.000e-04, eta: 4:07:40, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1842, loss: 1.1842 2020-06-19 13:07:22,894 - mmaction - INFO - Epoch [91][1400/1879] lr: 1.000e-04, eta: 4:07:22, time: 0.499, data_time: 0.014, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9186, loss: 0.9186 2020-06-19 13:07:32,523 - mmaction - INFO - Epoch [91][1420/1879] lr: 1.000e-04, eta: 4:07:04, time: 0.480, data_time: 0.033, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0532, loss: 1.0532 2020-06-19 13:07:43,354 - mmaction - INFO - Epoch [91][1440/1879] lr: 1.000e-04, eta: 4:06:46, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3651, loss: 1.3651 2020-06-19 13:07:53,498 - mmaction - INFO - Epoch [91][1460/1879] lr: 1.000e-04, eta: 4:06:29, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.3967, loss: 1.3967 2020-06-19 13:08:03,821 - mmaction - INFO - Epoch [91][1480/1879] lr: 1.000e-04, eta: 4:06:11, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1394, loss: 1.1394 2020-06-19 13:08:13,486 - mmaction - INFO - Epoch [91][1500/1879] lr: 1.000e-04, eta: 4:05:53, time: 0.485, data_time: 0.004, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2577, loss: 1.2577 2020-06-19 13:08:24,027 - mmaction - INFO - Epoch [91][1520/1879] lr: 1.000e-04, eta: 4:05:35, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.9000, loss_cls: 1.2700, loss: 1.2700 2020-06-19 13:08:34,274 - mmaction - INFO - Epoch [91][1540/1879] lr: 1.000e-04, eta: 4:05:17, time: 0.512, data_time: 0.068, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1871, loss: 1.1871 2020-06-19 13:08:43,898 - mmaction - INFO - Epoch [91][1560/1879] lr: 1.000e-04, eta: 4:04:59, time: 0.483, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0048, loss: 1.0048 2020-06-19 13:08:53,951 - mmaction - INFO - Epoch [91][1580/1879] lr: 1.000e-04, eta: 4:04:42, time: 0.503, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1471, loss: 1.1471 2020-06-19 13:09:04,204 - mmaction - INFO - Epoch [91][1600/1879] lr: 1.000e-04, eta: 4:04:24, time: 0.512, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.3404, loss: 1.3404 2020-06-19 13:09:13,734 - mmaction - INFO - Epoch [91][1620/1879] lr: 1.000e-04, eta: 4:04:06, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.3978, loss: 1.3978 2020-06-19 13:09:23,863 - mmaction - INFO - Epoch [91][1640/1879] lr: 1.000e-04, eta: 4:03:48, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0781, loss: 1.0781 2020-06-19 13:09:34,057 - mmaction - INFO - Epoch [91][1660/1879] lr: 1.000e-04, eta: 4:03:30, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9446, loss: 0.9446 2020-06-19 13:09:43,700 - mmaction - INFO - Epoch [91][1680/1879] lr: 1.000e-04, eta: 4:03:12, time: 0.482, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1051, loss: 1.1051 2020-06-19 13:09:53,953 - mmaction - INFO - Epoch [91][1700/1879] lr: 1.000e-04, eta: 4:02:55, time: 0.510, data_time: 0.000, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8641, loss: 0.8641 2020-06-19 13:10:03,627 - mmaction - INFO - Epoch [91][1720/1879] lr: 1.000e-04, eta: 4:02:37, time: 0.486, data_time: 0.003, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9250, loss_cls: 0.8258, loss: 0.8258 2020-06-19 13:10:13,413 - mmaction - INFO - Epoch [91][1740/1879] lr: 1.000e-04, eta: 4:02:19, time: 0.488, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1909, loss: 1.1909 2020-06-19 13:10:23,750 - mmaction - INFO - Epoch [91][1760/1879] lr: 1.000e-04, eta: 4:02:01, time: 0.517, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2320, loss: 1.2320 2020-06-19 13:10:33,738 - mmaction - INFO - Epoch [91][1780/1879] lr: 1.000e-04, eta: 4:01:43, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9796, loss: 0.9796 2020-06-19 13:10:43,615 - mmaction - INFO - Epoch [91][1800/1879] lr: 1.000e-04, eta: 4:01:25, time: 0.496, data_time: 0.004, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0384, loss: 1.0384 2020-06-19 13:10:53,657 - mmaction - INFO - Epoch [91][1820/1879] lr: 1.000e-04, eta: 4:01:08, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1210, loss: 1.1210 2020-06-19 13:11:03,733 - mmaction - INFO - Epoch [91][1840/1879] lr: 1.000e-04, eta: 4:00:50, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.1546, loss: 1.1546 2020-06-19 13:11:13,701 - mmaction - INFO - Epoch [91][1860/1879] lr: 1.000e-04, eta: 4:00:32, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1384, loss: 1.1384 2020-06-19 13:11:31,319 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-06-19 13:13:57,055 - mmaction - INFO - Epoch [92][20/1879] lr: 1.000e-04, eta: 4:00:11, time: 7.188, data_time: 6.664, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0304, loss: 1.0304 2020-06-19 13:14:07,511 - mmaction - INFO - Epoch [92][40/1879] lr: 1.000e-04, eta: 3:59:53, time: 0.522, data_time: 0.006, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0520, loss: 1.0520 2020-06-19 13:14:18,012 - mmaction - INFO - Epoch [92][60/1879] lr: 1.000e-04, eta: 3:59:35, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0599, loss: 1.0599 2020-06-19 13:14:28,339 - mmaction - INFO - Epoch [92][80/1879] lr: 1.000e-04, eta: 3:59:17, time: 0.517, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2505, loss: 1.2505 2020-06-19 13:14:37,924 - mmaction - INFO - Epoch [92][100/1879] lr: 1.000e-04, eta: 3:58:59, time: 0.480, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.9000, loss: 0.9000 2020-06-19 13:14:47,704 - mmaction - INFO - Epoch [92][120/1879] lr: 1.000e-04, eta: 3:58:42, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1743, loss: 1.1743 2020-06-19 13:14:58,398 - mmaction - INFO - Epoch [92][140/1879] lr: 1.000e-04, eta: 3:58:24, time: 0.535, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1450, loss: 1.1450 2020-06-19 13:15:07,869 - mmaction - INFO - Epoch [92][160/1879] lr: 1.000e-04, eta: 3:58:06, time: 0.475, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9024, loss: 0.9024 2020-06-19 13:15:18,359 - mmaction - INFO - Epoch [92][180/1879] lr: 1.000e-04, eta: 3:57:48, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1625, loss: 1.1625 2020-06-19 13:15:30,301 - mmaction - INFO - Epoch [92][200/1879] lr: 1.000e-04, eta: 3:57:31, time: 0.597, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9357, loss: 0.9357 2020-06-19 13:15:41,620 - mmaction - INFO - Epoch [92][220/1879] lr: 1.000e-04, eta: 3:57:13, time: 0.565, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0522, loss: 1.0522 2020-06-19 13:15:53,416 - mmaction - INFO - Epoch [92][240/1879] lr: 1.000e-04, eta: 3:56:55, time: 0.592, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1032, loss: 1.1032 2020-06-19 13:16:06,207 - mmaction - INFO - Epoch [92][260/1879] lr: 1.000e-04, eta: 3:56:38, time: 0.640, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8562, loss_cls: 1.2187, loss: 1.2187 2020-06-19 13:16:17,949 - mmaction - INFO - Epoch [92][280/1879] lr: 1.000e-04, eta: 3:56:20, time: 0.587, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1933, loss: 1.1933 2020-06-19 13:16:28,692 - mmaction - INFO - Epoch [92][300/1879] lr: 1.000e-04, eta: 3:56:03, time: 0.536, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9250, loss_cls: 1.0094, loss: 1.0094 2020-06-19 13:16:39,230 - mmaction - INFO - Epoch [92][320/1879] lr: 1.000e-04, eta: 3:55:45, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9437, loss_cls: 0.9713, loss: 0.9713 2020-06-19 13:16:49,714 - mmaction - INFO - Epoch [92][340/1879] lr: 1.000e-04, eta: 3:55:27, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0292, loss: 1.0292 2020-06-19 13:16:59,664 - mmaction - INFO - Epoch [92][360/1879] lr: 1.000e-04, eta: 3:55:09, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.8604, loss: 0.8604 2020-06-19 13:17:09,762 - mmaction - INFO - Epoch [92][380/1879] lr: 1.000e-04, eta: 3:54:52, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 0.9901, loss: 0.9901 2020-06-19 13:17:19,461 - mmaction - INFO - Epoch [92][400/1879] lr: 1.000e-04, eta: 3:54:34, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9000, loss_cls: 0.9153, loss: 0.9153 2020-06-19 13:17:29,843 - mmaction - INFO - Epoch [92][420/1879] lr: 1.000e-04, eta: 3:54:16, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9437, loss_cls: 0.8708, loss: 0.8708 2020-06-19 13:17:39,599 - mmaction - INFO - Epoch [92][440/1879] lr: 1.000e-04, eta: 3:53:58, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 0.9321, loss: 0.9321 2020-06-19 13:17:49,480 - mmaction - INFO - Epoch [92][460/1879] lr: 1.000e-04, eta: 3:53:40, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0870, loss: 1.0870 2020-06-19 13:17:59,683 - mmaction - INFO - Epoch [92][480/1879] lr: 1.000e-04, eta: 3:53:23, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1114, loss: 1.1114 2020-06-19 13:18:10,247 - mmaction - INFO - Epoch [92][500/1879] lr: 1.000e-04, eta: 3:53:05, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1265, loss: 1.1265 2020-06-19 13:18:19,691 - mmaction - INFO - Epoch [92][520/1879] lr: 1.000e-04, eta: 3:52:47, time: 0.473, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1397, loss: 1.1397 2020-06-19 13:18:30,400 - mmaction - INFO - Epoch [92][540/1879] lr: 1.000e-04, eta: 3:52:29, time: 0.536, data_time: 0.006, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0459, loss: 1.0459 2020-06-19 13:18:40,443 - mmaction - INFO - Epoch [92][560/1879] lr: 1.000e-04, eta: 3:52:12, time: 0.502, data_time: 0.008, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0217, loss: 1.0217 2020-06-19 13:18:50,437 - mmaction - INFO - Epoch [92][580/1879] lr: 1.000e-04, eta: 3:51:54, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1840, loss: 1.1840 2020-06-19 13:19:00,583 - mmaction - INFO - Epoch [92][600/1879] lr: 1.000e-04, eta: 3:51:36, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1139, loss: 1.1139 2020-06-19 13:19:10,769 - mmaction - INFO - Epoch [92][620/1879] lr: 1.000e-04, eta: 3:51:18, time: 0.509, data_time: 0.023, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.2585, loss: 1.2585 2020-06-19 13:19:20,591 - mmaction - INFO - Epoch [92][640/1879] lr: 1.000e-04, eta: 3:51:01, time: 0.490, data_time: 0.080, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.2022, loss: 1.2022 2020-06-19 13:19:30,866 - mmaction - INFO - Epoch [92][660/1879] lr: 1.000e-04, eta: 3:50:43, time: 0.514, data_time: 0.169, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9313, loss_cls: 0.8529, loss: 0.8529 2020-06-19 13:19:40,959 - mmaction - INFO - Epoch [92][680/1879] lr: 1.000e-04, eta: 3:50:25, time: 0.504, data_time: 0.060, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1076, loss: 1.1076 2020-06-19 13:19:51,084 - mmaction - INFO - Epoch [92][700/1879] lr: 1.000e-04, eta: 3:50:07, time: 0.505, data_time: 0.147, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2123, loss: 1.2123 2020-06-19 13:20:01,113 - mmaction - INFO - Epoch [92][720/1879] lr: 1.000e-04, eta: 3:49:50, time: 0.504, data_time: 0.133, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1056, loss: 1.1056 2020-06-19 13:20:11,075 - mmaction - INFO - Epoch [92][740/1879] lr: 1.000e-04, eta: 3:49:32, time: 0.496, data_time: 0.051, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8889, loss: 0.8889 2020-06-19 13:20:21,330 - mmaction - INFO - Epoch [92][760/1879] lr: 1.000e-04, eta: 3:49:14, time: 0.512, data_time: 0.123, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0292, loss: 1.0292 2020-06-19 13:20:31,275 - mmaction - INFO - Epoch [92][780/1879] lr: 1.000e-04, eta: 3:48:56, time: 0.499, data_time: 0.100, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2180, loss: 1.2180 2020-06-19 13:20:43,102 - mmaction - INFO - Epoch [92][800/1879] lr: 1.000e-04, eta: 3:48:39, time: 0.589, data_time: 0.211, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1495, loss: 1.1495 2020-06-19 13:20:54,556 - mmaction - INFO - Epoch [92][820/1879] lr: 1.000e-04, eta: 3:48:21, time: 0.575, data_time: 0.003, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.2628, loss: 1.2628 2020-06-19 13:21:06,419 - mmaction - INFO - Epoch [92][840/1879] lr: 1.000e-04, eta: 3:48:04, time: 0.591, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0480, loss: 1.0480 2020-06-19 13:21:19,053 - mmaction - INFO - Epoch [92][860/1879] lr: 1.000e-04, eta: 3:47:46, time: 0.633, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8562, loss_cls: 1.0805, loss: 1.0805 2020-06-19 13:21:32,059 - mmaction - INFO - Epoch [92][880/1879] lr: 1.000e-04, eta: 3:47:29, time: 0.652, data_time: 0.057, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9865, loss: 0.9865 2020-06-19 13:21:41,752 - mmaction - INFO - Epoch [92][900/1879] lr: 1.000e-04, eta: 3:47:11, time: 0.482, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9563, loss_cls: 0.8523, loss: 0.8523 2020-06-19 13:21:51,646 - mmaction - INFO - Epoch [92][920/1879] lr: 1.000e-04, eta: 3:46:53, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2780, loss: 1.2780 2020-06-19 13:22:02,131 - mmaction - INFO - Epoch [92][940/1879] lr: 1.000e-04, eta: 3:46:36, time: 0.527, data_time: 0.004, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2051, loss: 1.2051 2020-06-19 13:22:12,397 - mmaction - INFO - Epoch [92][960/1879] lr: 1.000e-04, eta: 3:46:18, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0228, loss: 1.0228 2020-06-19 13:22:22,349 - mmaction - INFO - Epoch [92][980/1879] lr: 1.000e-04, eta: 3:46:00, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1327, loss: 1.1327 2020-06-19 13:22:32,343 - mmaction - INFO - Epoch [92][1000/1879] lr: 1.000e-04, eta: 3:45:42, time: 0.500, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1902, loss: 1.1902 2020-06-19 13:22:42,086 - mmaction - INFO - Epoch [92][1020/1879] lr: 1.000e-04, eta: 3:45:25, time: 0.488, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0077, loss: 1.0077 2020-06-19 13:22:52,086 - mmaction - INFO - Epoch [92][1040/1879] lr: 1.000e-04, eta: 3:45:07, time: 0.499, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9403, loss: 0.9403 2020-06-19 13:23:02,104 - mmaction - INFO - Epoch [92][1060/1879] lr: 1.000e-04, eta: 3:44:49, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0965, loss: 1.0965 2020-06-19 13:23:12,209 - mmaction - INFO - Epoch [92][1080/1879] lr: 1.000e-04, eta: 3:44:31, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0270, loss: 1.0270 2020-06-19 13:23:22,572 - mmaction - INFO - Epoch [92][1100/1879] lr: 1.000e-04, eta: 3:44:14, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.1183, loss: 1.1183 2020-06-19 13:23:33,040 - mmaction - INFO - Epoch [92][1120/1879] lr: 1.000e-04, eta: 3:43:56, time: 0.524, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0225, loss: 1.0225 2020-06-19 13:23:42,640 - mmaction - INFO - Epoch [92][1140/1879] lr: 1.000e-04, eta: 3:43:38, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.9592, loss: 0.9592 2020-06-19 13:23:52,768 - mmaction - INFO - Epoch [92][1160/1879] lr: 1.000e-04, eta: 3:43:21, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8729, loss: 0.8729 2020-06-19 13:24:02,820 - mmaction - INFO - Epoch [92][1180/1879] lr: 1.000e-04, eta: 3:43:03, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9125, loss_cls: 0.9259, loss: 0.9259 2020-06-19 13:24:12,604 - mmaction - INFO - Epoch [92][1200/1879] lr: 1.000e-04, eta: 3:42:45, time: 0.487, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9081, loss: 0.9081 2020-06-19 13:24:23,146 - mmaction - INFO - Epoch [92][1220/1879] lr: 1.000e-04, eta: 3:42:28, time: 0.527, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9831, loss: 0.9831 2020-06-19 13:24:34,073 - mmaction - INFO - Epoch [92][1240/1879] lr: 1.000e-04, eta: 3:42:10, time: 0.546, data_time: 0.021, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0371, loss: 1.0371 2020-06-19 13:24:43,352 - mmaction - INFO - Epoch [92][1260/1879] lr: 1.000e-04, eta: 3:41:52, time: 0.466, data_time: 0.022, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.1369, loss: 1.1369 2020-06-19 13:24:53,971 - mmaction - INFO - Epoch [92][1280/1879] lr: 1.000e-04, eta: 3:41:35, time: 0.530, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2497, loss: 1.2497 2020-06-19 13:25:03,801 - mmaction - INFO - Epoch [92][1300/1879] lr: 1.000e-04, eta: 3:41:17, time: 0.491, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1852, loss: 1.1852 2020-06-19 13:25:13,543 - mmaction - INFO - Epoch [92][1320/1879] lr: 1.000e-04, eta: 3:40:59, time: 0.485, data_time: 0.006, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1095, loss: 1.1095 2020-06-19 13:25:23,389 - mmaction - INFO - Epoch [92][1340/1879] lr: 1.000e-04, eta: 3:40:41, time: 0.495, data_time: 0.016, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.8543, loss: 0.8543 2020-06-19 13:25:33,858 - mmaction - INFO - Epoch [92][1360/1879] lr: 1.000e-04, eta: 3:40:24, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0885, loss: 1.0885 2020-06-19 13:25:43,959 - mmaction - INFO - Epoch [92][1380/1879] lr: 1.000e-04, eta: 3:40:06, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2336, loss: 1.2336 2020-06-19 13:25:53,988 - mmaction - INFO - Epoch [92][1400/1879] lr: 1.000e-04, eta: 3:39:48, time: 0.501, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.1456, loss: 1.1456 2020-06-19 13:26:03,979 - mmaction - INFO - Epoch [92][1420/1879] lr: 1.000e-04, eta: 3:39:31, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.2026, loss: 1.2026 2020-06-19 13:26:13,913 - mmaction - INFO - Epoch [92][1440/1879] lr: 1.000e-04, eta: 3:39:13, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 1.0637, loss: 1.0637 2020-06-19 13:26:24,321 - mmaction - INFO - Epoch [92][1460/1879] lr: 1.000e-04, eta: 3:38:55, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1322, loss: 1.1322 2020-06-19 13:26:33,915 - mmaction - INFO - Epoch [92][1480/1879] lr: 1.000e-04, eta: 3:38:38, time: 0.480, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1309, loss: 1.1309 2020-06-19 13:26:43,565 - mmaction - INFO - Epoch [92][1500/1879] lr: 1.000e-04, eta: 3:38:20, time: 0.482, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1813, loss: 1.1813 2020-06-19 13:26:54,010 - mmaction - INFO - Epoch [92][1520/1879] lr: 1.000e-04, eta: 3:38:02, time: 0.523, data_time: 0.008, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0931, loss: 1.0931 2020-06-19 13:27:03,583 - mmaction - INFO - Epoch [92][1540/1879] lr: 1.000e-04, eta: 3:37:45, time: 0.477, data_time: 0.002, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9250, loss_cls: 0.8823, loss: 0.8823 2020-06-19 13:27:13,886 - mmaction - INFO - Epoch [92][1560/1879] lr: 1.000e-04, eta: 3:37:27, time: 0.515, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1503, loss: 1.1503 2020-06-19 13:27:23,672 - mmaction - INFO - Epoch [92][1580/1879] lr: 1.000e-04, eta: 3:37:09, time: 0.490, data_time: 0.025, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3415, loss: 1.3415 2020-06-19 13:27:34,382 - mmaction - INFO - Epoch [92][1600/1879] lr: 1.000e-04, eta: 3:36:52, time: 0.536, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 0.9126, loss: 0.9126 2020-06-19 13:27:44,369 - mmaction - INFO - Epoch [92][1620/1879] lr: 1.000e-04, eta: 3:36:34, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9793, loss: 0.9793 2020-06-19 13:27:54,568 - mmaction - INFO - Epoch [92][1640/1879] lr: 1.000e-04, eta: 3:36:16, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8688, loss_cls: 1.0236, loss: 1.0236 2020-06-19 13:28:03,989 - mmaction - INFO - Epoch [92][1660/1879] lr: 1.000e-04, eta: 3:35:59, time: 0.467, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2030, loss: 1.2030 2020-06-19 13:28:14,819 - mmaction - INFO - Epoch [92][1680/1879] lr: 1.000e-04, eta: 3:35:41, time: 0.543, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.0739, loss: 1.0739 2020-06-19 13:28:24,631 - mmaction - INFO - Epoch [92][1700/1879] lr: 1.000e-04, eta: 3:35:23, time: 0.491, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.9000, loss_cls: 1.2679, loss: 1.2679 2020-06-19 13:28:34,860 - mmaction - INFO - Epoch [92][1720/1879] lr: 1.000e-04, eta: 3:35:06, time: 0.511, data_time: 0.009, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1142, loss: 1.1142 2020-06-19 13:28:44,595 - mmaction - INFO - Epoch [92][1740/1879] lr: 1.000e-04, eta: 3:34:48, time: 0.489, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9632, loss: 0.9632 2020-06-19 13:28:54,840 - mmaction - INFO - Epoch [92][1760/1879] lr: 1.000e-04, eta: 3:34:30, time: 0.510, data_time: 0.058, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9125, loss_cls: 0.9836, loss: 0.9836 2020-06-19 13:29:05,047 - mmaction - INFO - Epoch [92][1780/1879] lr: 1.000e-04, eta: 3:34:13, time: 0.510, data_time: 0.038, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0335, loss: 1.0335 2020-06-19 13:29:17,190 - mmaction - INFO - Epoch [92][1800/1879] lr: 1.000e-04, eta: 3:33:55, time: 0.608, data_time: 0.172, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0737, loss: 1.0737 2020-06-19 13:29:27,926 - mmaction - INFO - Epoch [92][1820/1879] lr: 1.000e-04, eta: 3:33:38, time: 0.537, data_time: 0.032, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2709, loss: 1.2709 2020-06-19 13:29:40,444 - mmaction - INFO - Epoch [92][1840/1879] lr: 1.000e-04, eta: 3:33:20, time: 0.625, data_time: 0.051, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0498, loss: 1.0498 2020-06-19 13:29:52,250 - mmaction - INFO - Epoch [92][1860/1879] lr: 1.000e-04, eta: 3:33:03, time: 0.591, data_time: 0.071, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.1726, loss: 1.1726 2020-06-19 13:30:09,157 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-06-19 13:32:12,397 - mmaction - INFO - Epoch [93][20/1879] lr: 1.000e-04, eta: 3:32:38, time: 6.129, data_time: 5.627, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8750, loss_cls: 1.0499, loss: 1.0499 2020-06-19 13:32:22,186 - mmaction - INFO - Epoch [93][40/1879] lr: 1.000e-04, eta: 3:32:20, time: 0.488, data_time: 0.140, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0490, loss: 1.0490 2020-06-19 13:32:32,608 - mmaction - INFO - Epoch [93][60/1879] lr: 1.000e-04, eta: 3:32:03, time: 0.522, data_time: 0.123, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1168, loss: 1.1168 2020-06-19 13:32:43,406 - mmaction - INFO - Epoch [93][80/1879] lr: 1.000e-04, eta: 3:31:45, time: 0.540, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2888, loss: 1.2888 2020-06-19 13:32:53,481 - mmaction - INFO - Epoch [93][100/1879] lr: 1.000e-04, eta: 3:31:28, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0917, loss: 1.0917 2020-06-19 13:33:03,180 - mmaction - INFO - Epoch [93][120/1879] lr: 1.000e-04, eta: 3:31:10, time: 0.482, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2406, loss: 1.2406 2020-06-19 13:33:13,273 - mmaction - INFO - Epoch [93][140/1879] lr: 1.000e-04, eta: 3:30:52, time: 0.505, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1304, loss: 1.1304 2020-06-19 13:33:23,408 - mmaction - INFO - Epoch [93][160/1879] lr: 1.000e-04, eta: 3:30:35, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9662, loss: 0.9662 2020-06-19 13:33:33,341 - mmaction - INFO - Epoch [93][180/1879] lr: 1.000e-04, eta: 3:30:17, time: 0.496, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0948, loss: 1.0948 2020-06-19 13:33:43,798 - mmaction - INFO - Epoch [93][200/1879] lr: 1.000e-04, eta: 3:29:59, time: 0.525, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8500, loss_cls: 1.2219, loss: 1.2219 2020-06-19 13:33:54,712 - mmaction - INFO - Epoch [93][220/1879] lr: 1.000e-04, eta: 3:29:42, time: 0.543, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2860, loss: 1.2860 2020-06-19 13:34:05,890 - mmaction - INFO - Epoch [93][240/1879] lr: 1.000e-04, eta: 3:29:24, time: 0.559, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9563, loss_cls: 0.7829, loss: 0.7829 2020-06-19 13:34:18,311 - mmaction - INFO - Epoch [93][260/1879] lr: 1.000e-04, eta: 3:29:07, time: 0.622, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2074, loss: 1.2074 2020-06-19 13:34:29,336 - mmaction - INFO - Epoch [93][280/1879] lr: 1.000e-04, eta: 3:28:49, time: 0.551, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0419, loss: 1.0419 2020-06-19 13:34:41,417 - mmaction - INFO - Epoch [93][300/1879] lr: 1.000e-04, eta: 3:28:32, time: 0.605, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9440, loss: 0.9440 2020-06-19 13:34:53,348 - mmaction - INFO - Epoch [93][320/1879] lr: 1.000e-04, eta: 3:28:15, time: 0.596, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0827, loss: 1.0827 2020-06-19 13:35:04,183 - mmaction - INFO - Epoch [93][340/1879] lr: 1.000e-04, eta: 3:27:57, time: 0.541, data_time: 0.041, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.9378, loss: 0.9378 2020-06-19 13:35:14,943 - mmaction - INFO - Epoch [93][360/1879] lr: 1.000e-04, eta: 3:27:39, time: 0.540, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1284, loss: 1.1284 2020-06-19 13:35:24,843 - mmaction - INFO - Epoch [93][380/1879] lr: 1.000e-04, eta: 3:27:22, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.1001, loss: 1.1001 2020-06-19 13:35:34,633 - mmaction - INFO - Epoch [93][400/1879] lr: 1.000e-04, eta: 3:27:04, time: 0.490, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2010, loss: 1.2010 2020-06-19 13:35:44,681 - mmaction - INFO - Epoch [93][420/1879] lr: 1.000e-04, eta: 3:26:47, time: 0.501, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0457, loss: 1.0457 2020-06-19 13:35:53,995 - mmaction - INFO - Epoch [93][440/1879] lr: 1.000e-04, eta: 3:26:29, time: 0.466, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9774, loss: 0.9774 2020-06-19 13:36:05,154 - mmaction - INFO - Epoch [93][460/1879] lr: 1.000e-04, eta: 3:26:11, time: 0.559, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1412, loss: 1.1412 2020-06-19 13:36:17,290 - mmaction - INFO - Epoch [93][480/1879] lr: 1.000e-04, eta: 3:25:54, time: 0.606, data_time: 0.000, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.8228, loss: 0.8228 2020-06-19 13:36:27,529 - mmaction - INFO - Epoch [93][500/1879] lr: 1.000e-04, eta: 3:25:36, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8750, loss_cls: 1.1534, loss: 1.1534 2020-06-19 13:36:37,404 - mmaction - INFO - Epoch [93][520/1879] lr: 1.000e-04, eta: 3:25:19, time: 0.491, data_time: 0.092, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9121, loss: 0.9121 2020-06-19 13:36:47,389 - mmaction - INFO - Epoch [93][540/1879] lr: 1.000e-04, eta: 3:25:01, time: 0.501, data_time: 0.080, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9803, loss: 0.9803 2020-06-19 13:36:57,056 - mmaction - INFO - Epoch [93][560/1879] lr: 1.000e-04, eta: 3:24:43, time: 0.481, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.1262, loss: 1.1262 2020-06-19 13:37:07,563 - mmaction - INFO - Epoch [93][580/1879] lr: 1.000e-04, eta: 3:24:26, time: 0.526, data_time: 0.013, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.2845, loss: 1.2845 2020-06-19 13:37:18,505 - mmaction - INFO - Epoch [93][600/1879] lr: 1.000e-04, eta: 3:24:08, time: 0.548, data_time: 0.002, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9250, loss_cls: 0.7629, loss: 0.7629 2020-06-19 13:37:27,749 - mmaction - INFO - Epoch [93][620/1879] lr: 1.000e-04, eta: 3:23:51, time: 0.461, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2271, loss: 1.2271 2020-06-19 13:37:38,535 - mmaction - INFO - Epoch [93][640/1879] lr: 1.000e-04, eta: 3:23:33, time: 0.540, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8562, loss_cls: 1.2385, loss: 1.2385 2020-06-19 13:37:48,408 - mmaction - INFO - Epoch [93][660/1879] lr: 1.000e-04, eta: 3:23:16, time: 0.495, data_time: 0.009, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9313, loss_cls: 0.8879, loss: 0.8879 2020-06-19 13:37:58,596 - mmaction - INFO - Epoch [93][680/1879] lr: 1.000e-04, eta: 3:22:58, time: 0.509, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3767, loss: 1.3767 2020-06-19 13:38:08,735 - mmaction - INFO - Epoch [93][700/1879] lr: 1.000e-04, eta: 3:22:40, time: 0.507, data_time: 0.021, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.0900, loss: 1.0900 2020-06-19 13:38:19,202 - mmaction - INFO - Epoch [93][720/1879] lr: 1.000e-04, eta: 3:22:23, time: 0.522, data_time: 0.107, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.1437, loss: 1.1437 2020-06-19 13:38:28,664 - mmaction - INFO - Epoch [93][740/1879] lr: 1.000e-04, eta: 3:22:05, time: 0.473, data_time: 0.121, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9187, loss_cls: 0.8312, loss: 0.8312 2020-06-19 13:38:39,198 - mmaction - INFO - Epoch [93][760/1879] lr: 1.000e-04, eta: 3:21:48, time: 0.525, data_time: 0.193, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9437, loss_cls: 1.1089, loss: 1.1089 2020-06-19 13:38:48,953 - mmaction - INFO - Epoch [93][780/1879] lr: 1.000e-04, eta: 3:21:30, time: 0.487, data_time: 0.144, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9928, loss: 0.9928 2020-06-19 13:38:58,588 - mmaction - INFO - Epoch [93][800/1879] lr: 1.000e-04, eta: 3:21:12, time: 0.485, data_time: 0.091, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0165, loss: 1.0165 2020-06-19 13:39:09,062 - mmaction - INFO - Epoch [93][820/1879] lr: 1.000e-04, eta: 3:20:55, time: 0.523, data_time: 0.007, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.2044, loss: 1.2044 2020-06-19 13:39:19,050 - mmaction - INFO - Epoch [93][840/1879] lr: 1.000e-04, eta: 3:20:37, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1609, loss: 1.1609 2020-06-19 13:39:29,109 - mmaction - INFO - Epoch [93][860/1879] lr: 1.000e-04, eta: 3:20:20, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1768, loss: 1.1768 2020-06-19 13:39:38,678 - mmaction - INFO - Epoch [93][880/1879] lr: 1.000e-04, eta: 3:20:02, time: 0.477, data_time: 0.005, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.2340, loss: 1.2340 2020-06-19 13:39:48,576 - mmaction - INFO - Epoch [93][900/1879] lr: 1.000e-04, eta: 3:19:45, time: 0.492, data_time: 0.005, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.0390, loss: 1.0390 2020-06-19 13:39:58,966 - mmaction - INFO - Epoch [93][920/1879] lr: 1.000e-04, eta: 3:19:27, time: 0.522, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9437, loss_cls: 1.1100, loss: 1.1100 2020-06-19 13:40:08,819 - mmaction - INFO - Epoch [93][940/1879] lr: 1.000e-04, eta: 3:19:09, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0089, loss: 1.0089 2020-06-19 13:40:18,842 - mmaction - INFO - Epoch [93][960/1879] lr: 1.000e-04, eta: 3:18:52, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0712, loss: 1.0712 2020-06-19 13:40:28,717 - mmaction - INFO - Epoch [93][980/1879] lr: 1.000e-04, eta: 3:18:34, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 1.0192, loss: 1.0192 2020-06-19 13:40:38,965 - mmaction - INFO - Epoch [93][1000/1879] lr: 1.000e-04, eta: 3:18:17, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0151, loss: 1.0151 2020-06-19 13:40:48,980 - mmaction - INFO - Epoch [93][1020/1879] lr: 1.000e-04, eta: 3:17:59, time: 0.503, data_time: 0.014, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2414, loss: 1.2414 2020-06-19 13:40:58,890 - mmaction - INFO - Epoch [93][1040/1879] lr: 1.000e-04, eta: 3:17:42, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2101, loss: 1.2101 2020-06-19 13:41:08,737 - mmaction - INFO - Epoch [93][1060/1879] lr: 1.000e-04, eta: 3:17:24, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1268, loss: 1.1268 2020-06-19 13:41:19,060 - mmaction - INFO - Epoch [93][1080/1879] lr: 1.000e-04, eta: 3:17:07, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1648, loss: 1.1648 2020-06-19 13:41:29,050 - mmaction - INFO - Epoch [93][1100/1879] lr: 1.000e-04, eta: 3:16:49, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1384, loss: 1.1384 2020-06-19 13:41:40,513 - mmaction - INFO - Epoch [93][1120/1879] lr: 1.000e-04, eta: 3:16:32, time: 0.574, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.1157, loss: 1.1157 2020-06-19 13:41:52,897 - mmaction - INFO - Epoch [93][1140/1879] lr: 1.000e-04, eta: 3:16:14, time: 0.618, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.1380, loss: 1.1380 2020-06-19 13:42:05,511 - mmaction - INFO - Epoch [93][1160/1879] lr: 1.000e-04, eta: 3:15:57, time: 0.631, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.9305, loss: 0.9305 2020-06-19 13:42:16,742 - mmaction - INFO - Epoch [93][1180/1879] lr: 1.000e-04, eta: 3:15:39, time: 0.561, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8649, loss: 0.8649 2020-06-19 13:42:28,942 - mmaction - INFO - Epoch [93][1200/1879] lr: 1.000e-04, eta: 3:15:22, time: 0.609, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9125, loss_cls: 1.0992, loss: 1.0992 2020-06-19 13:42:39,343 - mmaction - INFO - Epoch [93][1220/1879] lr: 1.000e-04, eta: 3:15:05, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0979, loss: 1.0979 2020-06-19 13:42:49,334 - mmaction - INFO - Epoch [93][1240/1879] lr: 1.000e-04, eta: 3:14:47, time: 0.503, data_time: 0.005, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.1048, loss: 1.1048 2020-06-19 13:42:59,996 - mmaction - INFO - Epoch [93][1260/1879] lr: 1.000e-04, eta: 3:14:29, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1726, loss: 1.1726 2020-06-19 13:43:10,549 - mmaction - INFO - Epoch [93][1280/1879] lr: 1.000e-04, eta: 3:14:12, time: 0.530, data_time: 0.003, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9437, loss_cls: 0.8117, loss: 0.8117 2020-06-19 13:43:19,826 - mmaction - INFO - Epoch [93][1300/1879] lr: 1.000e-04, eta: 3:13:54, time: 0.462, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1949, loss: 1.1949 2020-06-19 13:43:30,004 - mmaction - INFO - Epoch [93][1320/1879] lr: 1.000e-04, eta: 3:13:37, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1475, loss: 1.1475 2020-06-19 13:43:40,395 - mmaction - INFO - Epoch [93][1340/1879] lr: 1.000e-04, eta: 3:13:19, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0118, loss: 1.0118 2020-06-19 13:43:50,724 - mmaction - INFO - Epoch [93][1360/1879] lr: 1.000e-04, eta: 3:13:02, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8400, loss: 0.8400 2020-06-19 13:44:00,639 - mmaction - INFO - Epoch [93][1380/1879] lr: 1.000e-04, eta: 3:12:44, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.0845, loss: 1.0845 2020-06-19 13:44:11,020 - mmaction - INFO - Epoch [93][1400/1879] lr: 1.000e-04, eta: 3:12:27, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0285, loss: 1.0285 2020-06-19 13:44:21,942 - mmaction - INFO - Epoch [93][1420/1879] lr: 1.000e-04, eta: 3:12:09, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1591, loss: 1.1591 2020-06-19 13:44:34,199 - mmaction - INFO - Epoch [93][1440/1879] lr: 1.000e-04, eta: 3:11:52, time: 0.614, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 0.9690, loss: 0.9690 2020-06-19 13:44:47,358 - mmaction - INFO - Epoch [93][1460/1879] lr: 1.000e-04, eta: 3:11:35, time: 0.657, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3043, loss: 1.3043 2020-06-19 13:45:01,196 - mmaction - INFO - Epoch [93][1480/1879] lr: 1.000e-04, eta: 3:11:18, time: 0.692, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0551, loss: 1.0551 2020-06-19 13:45:14,976 - mmaction - INFO - Epoch [93][1500/1879] lr: 1.000e-04, eta: 3:11:00, time: 0.690, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.2747, loss: 1.2747 2020-06-19 13:45:29,399 - mmaction - INFO - Epoch [93][1520/1879] lr: 1.000e-04, eta: 3:10:43, time: 0.720, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1183, loss: 1.1183 2020-06-19 13:45:40,753 - mmaction - INFO - Epoch [93][1540/1879] lr: 1.000e-04, eta: 3:10:26, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2342, loss: 1.2342 2020-06-19 13:45:53,556 - mmaction - INFO - Epoch [93][1560/1879] lr: 1.000e-04, eta: 3:10:09, time: 0.640, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1576, loss: 1.1576 2020-06-19 13:46:06,434 - mmaction - INFO - Epoch [93][1580/1879] lr: 1.000e-04, eta: 3:09:51, time: 0.643, data_time: 0.046, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1305, loss: 1.1305 2020-06-19 13:46:19,276 - mmaction - INFO - Epoch [93][1600/1879] lr: 1.000e-04, eta: 3:09:34, time: 0.644, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2056, loss: 1.2056 2020-06-19 13:46:30,336 - mmaction - INFO - Epoch [93][1620/1879] lr: 1.000e-04, eta: 3:09:17, time: 0.551, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0636, loss: 1.0636 2020-06-19 13:46:42,556 - mmaction - INFO - Epoch [93][1640/1879] lr: 1.000e-04, eta: 3:08:59, time: 0.609, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9100, loss: 0.9100 2020-06-19 13:46:52,177 - mmaction - INFO - Epoch [93][1660/1879] lr: 1.000e-04, eta: 3:08:42, time: 0.484, data_time: 0.004, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2846, loss: 1.2846 2020-06-19 13:47:03,314 - mmaction - INFO - Epoch [93][1680/1879] lr: 1.000e-04, eta: 3:08:24, time: 0.556, data_time: 0.101, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2158, loss: 1.2158 2020-06-19 13:47:14,141 - mmaction - INFO - Epoch [93][1700/1879] lr: 1.000e-04, eta: 3:08:07, time: 0.542, data_time: 0.096, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9375, loss_cls: 1.0358, loss: 1.0358 2020-06-19 13:47:24,222 - mmaction - INFO - Epoch [93][1720/1879] lr: 1.000e-04, eta: 3:07:49, time: 0.503, data_time: 0.081, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.0993, loss: 1.0993 2020-06-19 13:47:34,512 - mmaction - INFO - Epoch [93][1740/1879] lr: 1.000e-04, eta: 3:07:32, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1420, loss: 1.1420 2020-06-19 13:47:44,030 - mmaction - INFO - Epoch [93][1760/1879] lr: 1.000e-04, eta: 3:07:14, time: 0.480, data_time: 0.005, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9437, loss_cls: 0.7888, loss: 0.7888 2020-06-19 13:47:54,176 - mmaction - INFO - Epoch [93][1780/1879] lr: 1.000e-04, eta: 3:06:57, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2034, loss: 1.2034 2020-06-19 13:48:04,064 - mmaction - INFO - Epoch [93][1800/1879] lr: 1.000e-04, eta: 3:06:39, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9350, loss: 0.9350 2020-06-19 13:48:14,152 - mmaction - INFO - Epoch [93][1820/1879] lr: 1.000e-04, eta: 3:06:22, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1072, loss: 1.1072 2020-06-19 13:48:23,885 - mmaction - INFO - Epoch [93][1840/1879] lr: 1.000e-04, eta: 3:06:04, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0779, loss: 1.0779 2020-06-19 13:48:34,411 - mmaction - INFO - Epoch [93][1860/1879] lr: 1.000e-04, eta: 3:05:47, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 1.0209, loss: 1.0209 2020-06-19 13:48:50,201 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-06-19 13:51:00,612 - mmaction - INFO - Epoch [94][20/1879] lr: 1.000e-04, eta: 3:05:22, time: 6.432, data_time: 5.909, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8380, loss: 0.8380 2020-06-19 13:51:11,054 - mmaction - INFO - Epoch [94][40/1879] lr: 1.000e-04, eta: 3:05:04, time: 0.522, data_time: 0.006, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.2270, loss: 1.2270 2020-06-19 13:51:21,376 - mmaction - INFO - Epoch [94][60/1879] lr: 1.000e-04, eta: 3:04:47, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2066, loss: 1.2066 2020-06-19 13:51:30,892 - mmaction - INFO - Epoch [94][80/1879] lr: 1.000e-04, eta: 3:04:29, time: 0.474, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 0.9318, loss: 0.9318 2020-06-19 13:51:40,837 - mmaction - INFO - Epoch [94][100/1879] lr: 1.000e-04, eta: 3:04:12, time: 0.497, data_time: 0.059, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 0.9844, loss: 0.9844 2020-06-19 13:51:50,891 - mmaction - INFO - Epoch [94][120/1879] lr: 1.000e-04, eta: 3:03:54, time: 0.503, data_time: 0.158, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0077, loss: 1.0077 2020-06-19 13:52:02,613 - mmaction - INFO - Epoch [94][140/1879] lr: 1.000e-04, eta: 3:03:37, time: 0.586, data_time: 0.021, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1024, loss: 1.1024 2020-06-19 13:52:10,986 - mmaction - INFO - Epoch [94][160/1879] lr: 1.000e-04, eta: 3:03:19, time: 0.419, data_time: 0.003, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9250, loss_cls: 0.8425, loss: 0.8425 2020-06-19 13:52:21,370 - mmaction - INFO - Epoch [94][180/1879] lr: 1.000e-04, eta: 3:03:02, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1347, loss: 1.1347 2020-06-19 13:52:31,590 - mmaction - INFO - Epoch [94][200/1879] lr: 1.000e-04, eta: 3:02:44, time: 0.511, data_time: 0.049, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 1.0802, loss: 1.0802 2020-06-19 13:52:41,807 - mmaction - INFO - Epoch [94][220/1879] lr: 1.000e-04, eta: 3:02:27, time: 0.510, data_time: 0.127, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9627, loss: 0.9627 2020-06-19 13:52:51,734 - mmaction - INFO - Epoch [94][240/1879] lr: 1.000e-04, eta: 3:02:09, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1761, loss: 1.1761 2020-06-19 13:53:02,112 - mmaction - INFO - Epoch [94][260/1879] lr: 1.000e-04, eta: 3:01:52, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9563, loss_cls: 0.8415, loss: 0.8415 2020-06-19 13:53:12,576 - mmaction - INFO - Epoch [94][280/1879] lr: 1.000e-04, eta: 3:01:34, time: 0.522, data_time: 0.109, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.0414, loss: 1.0414 2020-06-19 13:53:22,085 - mmaction - INFO - Epoch [94][300/1879] lr: 1.000e-04, eta: 3:01:17, time: 0.476, data_time: 0.122, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.1817, loss: 1.1817 2020-06-19 13:53:32,000 - mmaction - INFO - Epoch [94][320/1879] lr: 1.000e-04, eta: 3:00:59, time: 0.495, data_time: 0.083, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 1.0341, loss: 1.0341 2020-06-19 13:53:42,617 - mmaction - INFO - Epoch [94][340/1879] lr: 1.000e-04, eta: 3:00:42, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 0.9677, loss: 0.9677 2020-06-19 13:53:51,976 - mmaction - INFO - Epoch [94][360/1879] lr: 1.000e-04, eta: 3:00:25, time: 0.466, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1252, loss: 1.1252 2020-06-19 13:54:02,218 - mmaction - INFO - Epoch [94][380/1879] lr: 1.000e-04, eta: 3:00:07, time: 0.512, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9250, loss_cls: 1.0556, loss: 1.0556 2020-06-19 13:54:12,846 - mmaction - INFO - Epoch [94][400/1879] lr: 1.000e-04, eta: 2:59:50, time: 0.533, data_time: 0.007, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.1483, loss: 1.1483 2020-06-19 13:54:22,849 - mmaction - INFO - Epoch [94][420/1879] lr: 1.000e-04, eta: 2:59:32, time: 0.500, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9841, loss: 0.9841 2020-06-19 13:54:32,054 - mmaction - INFO - Epoch [94][440/1879] lr: 1.000e-04, eta: 2:59:15, time: 0.459, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 0.9941, loss: 0.9941 2020-06-19 13:54:43,117 - mmaction - INFO - Epoch [94][460/1879] lr: 1.000e-04, eta: 2:58:57, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1827, loss: 1.1827 2020-06-19 13:54:52,506 - mmaction - INFO - Epoch [94][480/1879] lr: 1.000e-04, eta: 2:58:40, time: 0.469, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1723, loss: 1.1723 2020-06-19 13:55:02,452 - mmaction - INFO - Epoch [94][500/1879] lr: 1.000e-04, eta: 2:58:22, time: 0.497, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 1.0478, loss: 1.0478 2020-06-19 13:55:13,195 - mmaction - INFO - Epoch [94][520/1879] lr: 1.000e-04, eta: 2:58:05, time: 0.537, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9621, loss: 0.9621 2020-06-19 13:55:23,645 - mmaction - INFO - Epoch [94][540/1879] lr: 1.000e-04, eta: 2:57:47, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.8841, loss: 0.8841 2020-06-19 13:55:33,526 - mmaction - INFO - Epoch [94][560/1879] lr: 1.000e-04, eta: 2:57:30, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.8812, loss_cls: 1.0658, loss: 1.0658 2020-06-19 13:55:43,924 - mmaction - INFO - Epoch [94][580/1879] lr: 1.000e-04, eta: 2:57:13, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9187, loss_cls: 0.9196, loss: 0.9196 2020-06-19 13:55:53,534 - mmaction - INFO - Epoch [94][600/1879] lr: 1.000e-04, eta: 2:56:55, time: 0.481, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0830, loss: 1.0830 2020-06-19 13:56:03,385 - mmaction - INFO - Epoch [94][620/1879] lr: 1.000e-04, eta: 2:56:38, time: 0.492, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.0946, loss: 1.0946 2020-06-19 13:56:13,502 - mmaction - INFO - Epoch [94][640/1879] lr: 1.000e-04, eta: 2:56:20, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.3420, loss: 1.3420 2020-06-19 13:56:23,914 - mmaction - INFO - Epoch [94][660/1879] lr: 1.000e-04, eta: 2:56:03, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9313, loss_cls: 0.7658, loss: 0.7658 2020-06-19 13:56:34,067 - mmaction - INFO - Epoch [94][680/1879] lr: 1.000e-04, eta: 2:55:45, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0437, loss: 1.0437 2020-06-19 13:56:44,530 - mmaction - INFO - Epoch [94][700/1879] lr: 1.000e-04, eta: 2:55:28, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8734, loss: 0.8734 2020-06-19 13:56:54,269 - mmaction - INFO - Epoch [94][720/1879] lr: 1.000e-04, eta: 2:55:11, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0608, loss: 1.0608 2020-06-19 13:57:04,477 - mmaction - INFO - Epoch [94][740/1879] lr: 1.000e-04, eta: 2:54:53, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 1.0019, loss: 1.0019 2020-06-19 13:57:14,185 - mmaction - INFO - Epoch [94][760/1879] lr: 1.000e-04, eta: 2:54:36, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1094, loss: 1.1094 2020-06-19 13:57:27,624 - mmaction - INFO - Epoch [94][780/1879] lr: 1.000e-04, eta: 2:54:18, time: 0.673, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1738, loss: 1.1738 2020-06-19 13:57:37,522 - mmaction - INFO - Epoch [94][800/1879] lr: 1.000e-04, eta: 2:54:01, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.9469, loss: 0.9469 2020-06-19 13:57:47,672 - mmaction - INFO - Epoch [94][820/1879] lr: 1.000e-04, eta: 2:53:44, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.1099, loss: 1.1099 2020-06-19 13:57:57,866 - mmaction - INFO - Epoch [94][840/1879] lr: 1.000e-04, eta: 2:53:26, time: 0.510, data_time: 0.029, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1395, loss: 1.1395 2020-06-19 13:58:07,633 - mmaction - INFO - Epoch [94][860/1879] lr: 1.000e-04, eta: 2:53:09, time: 0.490, data_time: 0.010, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2681, loss: 1.2681 2020-06-19 13:58:17,922 - mmaction - INFO - Epoch [94][880/1879] lr: 1.000e-04, eta: 2:52:51, time: 0.513, data_time: 0.068, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1208, loss: 1.1208 2020-06-19 13:58:28,213 - mmaction - INFO - Epoch [94][900/1879] lr: 1.000e-04, eta: 2:52:34, time: 0.514, data_time: 0.010, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2067, loss: 1.2067 2020-06-19 13:58:38,060 - mmaction - INFO - Epoch [94][920/1879] lr: 1.000e-04, eta: 2:52:17, time: 0.494, data_time: 0.003, memory: 5168, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3690, loss: 1.3690 2020-06-19 13:58:48,208 - mmaction - INFO - Epoch [94][940/1879] lr: 1.000e-04, eta: 2:51:59, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0094, loss: 1.0094 2020-06-19 13:58:58,328 - mmaction - INFO - Epoch [94][960/1879] lr: 1.000e-04, eta: 2:51:42, time: 0.506, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 1.0852, loss: 1.0852 2020-06-19 13:59:08,743 - mmaction - INFO - Epoch [94][980/1879] lr: 1.000e-04, eta: 2:51:24, time: 0.520, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.2561, loss: 1.2561 2020-06-19 13:59:19,125 - mmaction - INFO - Epoch [94][1000/1879] lr: 1.000e-04, eta: 2:51:07, time: 0.522, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9250, loss_cls: 1.0794, loss: 1.0794 2020-06-19 13:59:29,586 - mmaction - INFO - Epoch [94][1020/1879] lr: 1.000e-04, eta: 2:50:50, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0560, loss: 1.0560 2020-06-19 13:59:39,572 - mmaction - INFO - Epoch [94][1040/1879] lr: 1.000e-04, eta: 2:50:32, time: 0.499, data_time: 0.082, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1535, loss: 1.1535 2020-06-19 13:59:49,439 - mmaction - INFO - Epoch [94][1060/1879] lr: 1.000e-04, eta: 2:50:15, time: 0.494, data_time: 0.150, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0190, loss: 1.0190 2020-06-19 14:00:00,263 - mmaction - INFO - Epoch [94][1080/1879] lr: 1.000e-04, eta: 2:49:57, time: 0.539, data_time: 0.200, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1763, loss: 1.1763 2020-06-19 14:00:13,174 - mmaction - INFO - Epoch [94][1100/1879] lr: 1.000e-04, eta: 2:49:40, time: 0.645, data_time: 0.042, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9187, loss_cls: 1.0966, loss: 1.0966 2020-06-19 14:00:23,558 - mmaction - INFO - Epoch [94][1120/1879] lr: 1.000e-04, eta: 2:49:23, time: 0.521, data_time: 0.005, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 0.9832, loss: 0.9832 2020-06-19 14:00:33,713 - mmaction - INFO - Epoch [94][1140/1879] lr: 1.000e-04, eta: 2:49:05, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1242, loss: 1.1242 2020-06-19 14:00:43,255 - mmaction - INFO - Epoch [94][1160/1879] lr: 1.000e-04, eta: 2:48:48, time: 0.479, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1824, loss: 1.1824 2020-06-19 14:00:53,619 - mmaction - INFO - Epoch [94][1180/1879] lr: 1.000e-04, eta: 2:48:31, time: 0.517, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0273, loss: 1.0273 2020-06-19 14:01:04,264 - mmaction - INFO - Epoch [94][1200/1879] lr: 1.000e-04, eta: 2:48:13, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.0723, loss: 1.0723 2020-06-19 14:01:13,758 - mmaction - INFO - Epoch [94][1220/1879] lr: 1.000e-04, eta: 2:47:56, time: 0.475, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8438, loss_cls: 1.2027, loss: 1.2027 2020-06-19 14:01:23,901 - mmaction - INFO - Epoch [94][1240/1879] lr: 1.000e-04, eta: 2:47:38, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1101, loss: 1.1101 2020-06-19 14:01:34,487 - mmaction - INFO - Epoch [94][1260/1879] lr: 1.000e-04, eta: 2:47:21, time: 0.528, data_time: 0.028, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0390, loss: 1.0390 2020-06-19 14:01:44,072 - mmaction - INFO - Epoch [94][1280/1879] lr: 1.000e-04, eta: 2:47:04, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.8250, top5_acc: 0.9250, loss_cls: 0.8193, loss: 0.8193 2020-06-19 14:01:54,297 - mmaction - INFO - Epoch [94][1300/1879] lr: 1.000e-04, eta: 2:46:46, time: 0.510, data_time: 0.006, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9713, loss: 0.9713 2020-06-19 14:02:04,236 - mmaction - INFO - Epoch [94][1320/1879] lr: 1.000e-04, eta: 2:46:29, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9313, loss_cls: 1.0488, loss: 1.0488 2020-06-19 14:02:13,995 - mmaction - INFO - Epoch [94][1340/1879] lr: 1.000e-04, eta: 2:46:12, time: 0.486, data_time: 0.001, memory: 5168, top1_acc: 0.6625, top5_acc: 0.9062, loss_cls: 1.1063, loss: 1.1063 2020-06-19 14:02:23,940 - mmaction - INFO - Epoch [94][1360/1879] lr: 1.000e-04, eta: 2:45:54, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1360, loss: 1.1360 2020-06-19 14:02:34,410 - mmaction - INFO - Epoch [94][1380/1879] lr: 1.000e-04, eta: 2:45:37, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1910, loss: 1.1910 2020-06-19 14:02:44,701 - mmaction - INFO - Epoch [94][1400/1879] lr: 1.000e-04, eta: 2:45:19, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0486, loss: 1.0486 2020-06-19 14:02:54,557 - mmaction - INFO - Epoch [94][1420/1879] lr: 1.000e-04, eta: 2:45:02, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1693, loss: 1.1693 2020-06-19 14:03:04,711 - mmaction - INFO - Epoch [94][1440/1879] lr: 1.000e-04, eta: 2:44:45, time: 0.507, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 0.9976, loss: 0.9976 2020-06-19 14:03:14,559 - mmaction - INFO - Epoch [94][1460/1879] lr: 1.000e-04, eta: 2:44:27, time: 0.491, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3955, loss: 1.3955 2020-06-19 14:03:24,673 - mmaction - INFO - Epoch [94][1480/1879] lr: 1.000e-04, eta: 2:44:10, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.8938, loss_cls: 0.8108, loss: 0.8108 2020-06-19 14:03:34,898 - mmaction - INFO - Epoch [94][1500/1879] lr: 1.000e-04, eta: 2:43:53, time: 0.514, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9424, loss: 0.9424 2020-06-19 14:03:44,477 - mmaction - INFO - Epoch [94][1520/1879] lr: 1.000e-04, eta: 2:43:35, time: 0.478, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.0578, loss: 1.0578 2020-06-19 14:03:54,650 - mmaction - INFO - Epoch [94][1540/1879] lr: 1.000e-04, eta: 2:43:18, time: 0.510, data_time: 0.054, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 0.8947, loss: 0.8947 2020-06-19 14:04:05,151 - mmaction - INFO - Epoch [94][1560/1879] lr: 1.000e-04, eta: 2:43:01, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9313, loss_cls: 0.9638, loss: 0.9638 2020-06-19 14:04:16,013 - mmaction - INFO - Epoch [94][1580/1879] lr: 1.000e-04, eta: 2:42:43, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1404, loss: 1.1404 2020-06-19 14:04:25,530 - mmaction - INFO - Epoch [94][1600/1879] lr: 1.000e-04, eta: 2:42:26, time: 0.475, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.0621, loss: 1.0621 2020-06-19 14:04:35,788 - mmaction - INFO - Epoch [94][1620/1879] lr: 1.000e-04, eta: 2:42:08, time: 0.514, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0733, loss: 1.0733 2020-06-19 14:04:45,815 - mmaction - INFO - Epoch [94][1640/1879] lr: 1.000e-04, eta: 2:41:51, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 0.9069, loss: 0.9069 2020-06-19 14:04:56,199 - mmaction - INFO - Epoch [94][1660/1879] lr: 1.000e-04, eta: 2:41:34, time: 0.519, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1468, loss: 1.1468 2020-06-19 14:05:06,651 - mmaction - INFO - Epoch [94][1680/1879] lr: 1.000e-04, eta: 2:41:16, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9617, loss: 0.9617 2020-06-19 14:05:17,564 - mmaction - INFO - Epoch [94][1700/1879] lr: 1.000e-04, eta: 2:40:59, time: 0.547, data_time: 0.004, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8708, loss: 0.8708 2020-06-19 14:05:26,923 - mmaction - INFO - Epoch [94][1720/1879] lr: 1.000e-04, eta: 2:40:42, time: 0.469, data_time: 0.013, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1042, loss: 1.1042 2020-06-19 14:05:37,184 - mmaction - INFO - Epoch [94][1740/1879] lr: 1.000e-04, eta: 2:40:24, time: 0.513, data_time: 0.160, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.2090, loss: 1.2090 2020-06-19 14:05:47,326 - mmaction - INFO - Epoch [94][1760/1879] lr: 1.000e-04, eta: 2:40:07, time: 0.506, data_time: 0.164, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0556, loss: 1.0556 2020-06-19 14:05:57,719 - mmaction - INFO - Epoch [94][1780/1879] lr: 1.000e-04, eta: 2:39:50, time: 0.519, data_time: 0.180, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9565, loss: 0.9565 2020-06-19 14:06:07,369 - mmaction - INFO - Epoch [94][1800/1879] lr: 1.000e-04, eta: 2:39:32, time: 0.482, data_time: 0.031, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9187, loss_cls: 1.1352, loss: 1.1352 2020-06-19 14:06:17,996 - mmaction - INFO - Epoch [94][1820/1879] lr: 1.000e-04, eta: 2:39:15, time: 0.533, data_time: 0.029, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9437, loss_cls: 0.8953, loss: 0.8953 2020-06-19 14:06:27,942 - mmaction - INFO - Epoch [94][1840/1879] lr: 1.000e-04, eta: 2:38:58, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8187, loss_cls: 1.2999, loss: 1.2999 2020-06-19 14:06:37,599 - mmaction - INFO - Epoch [94][1860/1879] lr: 1.000e-04, eta: 2:38:40, time: 0.483, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0830, loss: 1.0830 2020-06-19 14:06:55,254 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-06-19 14:09:11,127 - mmaction - INFO - Epoch [95][20/1879] lr: 1.000e-04, eta: 2:38:15, time: 6.758, data_time: 6.291, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1244, loss: 1.1244 2020-06-19 14:09:21,514 - mmaction - INFO - Epoch [95][40/1879] lr: 1.000e-04, eta: 2:37:57, time: 0.522, data_time: 0.010, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0708, loss: 1.0708 2020-06-19 14:09:31,608 - mmaction - INFO - Epoch [95][60/1879] lr: 1.000e-04, eta: 2:37:40, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9433, loss: 0.9433 2020-06-19 14:09:41,660 - mmaction - INFO - Epoch [95][80/1879] lr: 1.000e-04, eta: 2:37:23, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.0989, loss: 1.0989 2020-06-19 14:09:51,410 - mmaction - INFO - Epoch [95][100/1879] lr: 1.000e-04, eta: 2:37:05, time: 0.487, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.1291, loss: 1.1291 2020-06-19 14:10:01,653 - mmaction - INFO - Epoch [95][120/1879] lr: 1.000e-04, eta: 2:36:48, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9039, loss: 0.9039 2020-06-19 14:10:11,814 - mmaction - INFO - Epoch [95][140/1879] lr: 1.000e-04, eta: 2:36:31, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1417, loss: 1.1417 2020-06-19 14:10:22,307 - mmaction - INFO - Epoch [95][160/1879] lr: 1.000e-04, eta: 2:36:13, time: 0.524, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.2170, loss: 1.2170 2020-06-19 14:10:31,694 - mmaction - INFO - Epoch [95][180/1879] lr: 1.000e-04, eta: 2:35:56, time: 0.469, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9125, loss_cls: 0.9578, loss: 0.9578 2020-06-19 14:10:41,933 - mmaction - INFO - Epoch [95][200/1879] lr: 1.000e-04, eta: 2:35:39, time: 0.514, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2498, loss: 1.2498 2020-06-19 14:10:51,731 - mmaction - INFO - Epoch [95][220/1879] lr: 1.000e-04, eta: 2:35:21, time: 0.489, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0440, loss: 1.0440 2020-06-19 14:11:02,029 - mmaction - INFO - Epoch [95][240/1879] lr: 1.000e-04, eta: 2:35:04, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2224, loss: 1.2224 2020-06-19 14:11:11,912 - mmaction - INFO - Epoch [95][260/1879] lr: 1.000e-04, eta: 2:34:47, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9112, loss: 0.9112 2020-06-19 14:11:22,113 - mmaction - INFO - Epoch [95][280/1879] lr: 1.000e-04, eta: 2:34:29, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2533, loss: 1.2533 2020-06-19 14:11:32,359 - mmaction - INFO - Epoch [95][300/1879] lr: 1.000e-04, eta: 2:34:12, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9264, loss: 0.9264 2020-06-19 14:11:42,300 - mmaction - INFO - Epoch [95][320/1879] lr: 1.000e-04, eta: 2:33:55, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9619, loss: 0.9619 2020-06-19 14:11:52,551 - mmaction - INFO - Epoch [95][340/1879] lr: 1.000e-04, eta: 2:33:37, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0135, loss: 1.0135 2020-06-19 14:12:02,350 - mmaction - INFO - Epoch [95][360/1879] lr: 1.000e-04, eta: 2:33:20, time: 0.491, data_time: 0.033, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.3307, loss: 1.3307 2020-06-19 14:12:12,660 - mmaction - INFO - Epoch [95][380/1879] lr: 1.000e-04, eta: 2:33:03, time: 0.514, data_time: 0.005, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0489, loss: 1.0489 2020-06-19 14:12:21,869 - mmaction - INFO - Epoch [95][400/1879] lr: 1.000e-04, eta: 2:32:45, time: 0.463, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9736, loss: 0.9736 2020-06-19 14:12:33,107 - mmaction - INFO - Epoch [95][420/1879] lr: 1.000e-04, eta: 2:32:28, time: 0.561, data_time: 0.017, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.9988, loss: 0.9988 2020-06-19 14:12:42,188 - mmaction - INFO - Epoch [95][440/1879] lr: 1.000e-04, eta: 2:32:11, time: 0.452, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8812, loss_cls: 1.0479, loss: 1.0479 2020-06-19 14:12:52,955 - mmaction - INFO - Epoch [95][460/1879] lr: 1.000e-04, eta: 2:31:54, time: 0.540, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1997, loss: 1.1997 2020-06-19 14:13:03,959 - mmaction - INFO - Epoch [95][480/1879] lr: 1.000e-04, eta: 2:31:36, time: 0.549, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1857, loss: 1.1857 2020-06-19 14:13:13,768 - mmaction - INFO - Epoch [95][500/1879] lr: 1.000e-04, eta: 2:31:19, time: 0.492, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9820, loss: 0.9820 2020-06-19 14:13:23,593 - mmaction - INFO - Epoch [95][520/1879] lr: 1.000e-04, eta: 2:31:02, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0932, loss: 1.0932 2020-06-19 14:13:34,561 - mmaction - INFO - Epoch [95][540/1879] lr: 1.000e-04, eta: 2:30:44, time: 0.546, data_time: 0.096, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0948, loss: 1.0948 2020-06-19 14:13:44,398 - mmaction - INFO - Epoch [95][560/1879] lr: 1.000e-04, eta: 2:30:27, time: 0.494, data_time: 0.122, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2599, loss: 1.2599 2020-06-19 14:13:54,268 - mmaction - INFO - Epoch [95][580/1879] lr: 1.000e-04, eta: 2:30:10, time: 0.490, data_time: 0.124, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9350, loss: 0.9350 2020-06-19 14:14:04,819 - mmaction - INFO - Epoch [95][600/1879] lr: 1.000e-04, eta: 2:29:53, time: 0.529, data_time: 0.190, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1456, loss: 1.1456 2020-06-19 14:14:14,220 - mmaction - INFO - Epoch [95][620/1879] lr: 1.000e-04, eta: 2:29:35, time: 0.470, data_time: 0.125, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3054, loss: 1.3054 2020-06-19 14:14:24,503 - mmaction - INFO - Epoch [95][640/1879] lr: 1.000e-04, eta: 2:29:18, time: 0.514, data_time: 0.054, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0147, loss: 1.0147 2020-06-19 14:14:34,420 - mmaction - INFO - Epoch [95][660/1879] lr: 1.000e-04, eta: 2:29:01, time: 0.496, data_time: 0.015, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9823, loss: 0.9823 2020-06-19 14:14:44,771 - mmaction - INFO - Epoch [95][680/1879] lr: 1.000e-04, eta: 2:28:43, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9543, loss: 0.9543 2020-06-19 14:14:54,733 - mmaction - INFO - Epoch [95][700/1879] lr: 1.000e-04, eta: 2:28:26, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9125, loss_cls: 0.8701, loss: 0.8701 2020-06-19 14:15:05,153 - mmaction - INFO - Epoch [95][720/1879] lr: 1.000e-04, eta: 2:28:09, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9144, loss: 0.9144 2020-06-19 14:15:15,166 - mmaction - INFO - Epoch [95][740/1879] lr: 1.000e-04, eta: 2:27:52, time: 0.501, data_time: 0.048, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9455, loss: 0.9455 2020-06-19 14:15:25,789 - mmaction - INFO - Epoch [95][760/1879] lr: 1.000e-04, eta: 2:27:34, time: 0.530, data_time: 0.049, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0893, loss: 1.0893 2020-06-19 14:15:35,805 - mmaction - INFO - Epoch [95][780/1879] lr: 1.000e-04, eta: 2:27:17, time: 0.501, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1759, loss: 1.1759 2020-06-19 14:15:45,209 - mmaction - INFO - Epoch [95][800/1879] lr: 1.000e-04, eta: 2:27:00, time: 0.470, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.2814, loss: 1.2814 2020-06-19 14:15:56,473 - mmaction - INFO - Epoch [95][820/1879] lr: 1.000e-04, eta: 2:26:42, time: 0.563, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.8309, loss: 0.8309 2020-06-19 14:16:05,131 - mmaction - INFO - Epoch [95][840/1879] lr: 1.000e-04, eta: 2:26:25, time: 0.435, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0980, loss: 1.0980 2020-06-19 14:16:15,939 - mmaction - INFO - Epoch [95][860/1879] lr: 1.000e-04, eta: 2:26:08, time: 0.537, data_time: 0.000, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8438, loss_cls: 1.2617, loss: 1.2617 2020-06-19 14:16:26,139 - mmaction - INFO - Epoch [95][880/1879] lr: 1.000e-04, eta: 2:25:51, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2061, loss: 1.2061 2020-06-19 14:16:36,833 - mmaction - INFO - Epoch [95][900/1879] lr: 1.000e-04, eta: 2:25:33, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1624, loss: 1.1624 2020-06-19 14:16:46,689 - mmaction - INFO - Epoch [95][920/1879] lr: 1.000e-04, eta: 2:25:16, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8500, loss_cls: 1.2149, loss: 1.2149 2020-06-19 14:16:56,263 - mmaction - INFO - Epoch [95][940/1879] lr: 1.000e-04, eta: 2:24:59, time: 0.481, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 0.9637, loss: 0.9637 2020-06-19 14:17:06,477 - mmaction - INFO - Epoch [95][960/1879] lr: 1.000e-04, eta: 2:24:42, time: 0.509, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0646, loss: 1.0646 2020-06-19 14:17:16,326 - mmaction - INFO - Epoch [95][980/1879] lr: 1.000e-04, eta: 2:24:24, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.8930, loss: 0.8930 2020-06-19 14:17:26,700 - mmaction - INFO - Epoch [95][1000/1879] lr: 1.000e-04, eta: 2:24:07, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1809, loss: 1.1809 2020-06-19 14:17:36,980 - mmaction - INFO - Epoch [95][1020/1879] lr: 1.000e-04, eta: 2:23:50, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.0525, loss: 1.0525 2020-06-19 14:17:46,514 - mmaction - INFO - Epoch [95][1040/1879] lr: 1.000e-04, eta: 2:23:33, time: 0.477, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.8640, loss: 0.8640 2020-06-19 14:17:57,147 - mmaction - INFO - Epoch [95][1060/1879] lr: 1.000e-04, eta: 2:23:15, time: 0.532, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0112, loss: 1.0112 2020-06-19 14:18:07,065 - mmaction - INFO - Epoch [95][1080/1879] lr: 1.000e-04, eta: 2:22:58, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9869, loss: 0.9869 2020-06-19 14:18:17,049 - mmaction - INFO - Epoch [95][1100/1879] lr: 1.000e-04, eta: 2:22:41, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9187, loss_cls: 0.9558, loss: 0.9558 2020-06-19 14:18:26,958 - mmaction - INFO - Epoch [95][1120/1879] lr: 1.000e-04, eta: 2:22:24, time: 0.494, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.8931, loss: 0.8931 2020-06-19 14:18:36,938 - mmaction - INFO - Epoch [95][1140/1879] lr: 1.000e-04, eta: 2:22:06, time: 0.499, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0942, loss: 1.0942 2020-06-19 14:18:47,022 - mmaction - INFO - Epoch [95][1160/1879] lr: 1.000e-04, eta: 2:21:49, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0175, loss: 1.0175 2020-06-19 14:18:57,765 - mmaction - INFO - Epoch [95][1180/1879] lr: 1.000e-04, eta: 2:21:32, time: 0.536, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0292, loss: 1.0292 2020-06-19 14:19:06,980 - mmaction - INFO - Epoch [95][1200/1879] lr: 1.000e-04, eta: 2:21:15, time: 0.461, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1991, loss: 1.1991 2020-06-19 14:19:17,260 - mmaction - INFO - Epoch [95][1220/1879] lr: 1.000e-04, eta: 2:20:57, time: 0.513, data_time: 0.019, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9862, loss: 0.9862 2020-06-19 14:19:27,962 - mmaction - INFO - Epoch [95][1240/1879] lr: 1.000e-04, eta: 2:20:40, time: 0.536, data_time: 0.095, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0743, loss: 1.0743 2020-06-19 14:19:37,700 - mmaction - INFO - Epoch [95][1260/1879] lr: 1.000e-04, eta: 2:20:23, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.0183, loss: 1.0183 2020-06-19 14:19:48,341 - mmaction - INFO - Epoch [95][1280/1879] lr: 1.000e-04, eta: 2:20:06, time: 0.530, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1207, loss: 1.1207 2020-06-19 14:19:58,205 - mmaction - INFO - Epoch [95][1300/1879] lr: 1.000e-04, eta: 2:19:48, time: 0.494, data_time: 0.011, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.1269, loss: 1.1269 2020-06-19 14:20:08,163 - mmaction - INFO - Epoch [95][1320/1879] lr: 1.000e-04, eta: 2:19:31, time: 0.496, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.9187, loss_cls: 1.1168, loss: 1.1168 2020-06-19 14:20:18,200 - mmaction - INFO - Epoch [95][1340/1879] lr: 1.000e-04, eta: 2:19:14, time: 0.504, data_time: 0.029, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.0765, loss: 1.0765 2020-06-19 14:20:27,945 - mmaction - INFO - Epoch [95][1360/1879] lr: 1.000e-04, eta: 2:18:57, time: 0.487, data_time: 0.094, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0730, loss: 1.0730 2020-06-19 14:20:38,155 - mmaction - INFO - Epoch [95][1380/1879] lr: 1.000e-04, eta: 2:18:40, time: 0.509, data_time: 0.067, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2169, loss: 1.2169 2020-06-19 14:20:48,581 - mmaction - INFO - Epoch [95][1400/1879] lr: 1.000e-04, eta: 2:18:22, time: 0.521, data_time: 0.006, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0103, loss: 1.0103 2020-06-19 14:20:58,629 - mmaction - INFO - Epoch [95][1420/1879] lr: 1.000e-04, eta: 2:18:05, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1757, loss: 1.1757 2020-06-19 14:21:08,745 - mmaction - INFO - Epoch [95][1440/1879] lr: 1.000e-04, eta: 2:17:48, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9827, loss: 0.9827 2020-06-19 14:21:18,773 - mmaction - INFO - Epoch [95][1460/1879] lr: 1.000e-04, eta: 2:17:31, time: 0.502, data_time: 0.016, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8938, loss_cls: 1.2047, loss: 1.2047 2020-06-19 14:21:29,631 - mmaction - INFO - Epoch [95][1480/1879] lr: 1.000e-04, eta: 2:17:14, time: 0.544, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0724, loss: 1.0724 2020-06-19 14:21:39,061 - mmaction - INFO - Epoch [95][1500/1879] lr: 1.000e-04, eta: 2:16:56, time: 0.472, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.1491, loss: 1.1491 2020-06-19 14:21:49,221 - mmaction - INFO - Epoch [95][1520/1879] lr: 1.000e-04, eta: 2:16:39, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4291, loss: 1.4291 2020-06-19 14:21:59,873 - mmaction - INFO - Epoch [95][1540/1879] lr: 1.000e-04, eta: 2:16:22, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 1.0064, loss: 1.0064 2020-06-19 14:22:09,986 - mmaction - INFO - Epoch [95][1560/1879] lr: 1.000e-04, eta: 2:16:05, time: 0.508, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1249, loss: 1.1249 2020-06-19 14:22:20,278 - mmaction - INFO - Epoch [95][1580/1879] lr: 1.000e-04, eta: 2:15:47, time: 0.515, data_time: 0.000, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9215, loss: 0.9215 2020-06-19 14:22:30,485 - mmaction - INFO - Epoch [95][1600/1879] lr: 1.000e-04, eta: 2:15:30, time: 0.508, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2803, loss: 1.2803 2020-06-19 14:22:40,184 - mmaction - INFO - Epoch [95][1620/1879] lr: 1.000e-04, eta: 2:15:13, time: 0.487, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.0500, loss: 1.0500 2020-06-19 14:22:50,153 - mmaction - INFO - Epoch [95][1640/1879] lr: 1.000e-04, eta: 2:14:56, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 1.0516, loss: 1.0516 2020-06-19 14:23:00,614 - mmaction - INFO - Epoch [95][1660/1879] lr: 1.000e-04, eta: 2:14:39, time: 0.522, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8623, loss: 0.8623 2020-06-19 14:23:11,111 - mmaction - INFO - Epoch [95][1680/1879] lr: 1.000e-04, eta: 2:14:21, time: 0.521, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0189, loss: 1.0189 2020-06-19 14:23:20,809 - mmaction - INFO - Epoch [95][1700/1879] lr: 1.000e-04, eta: 2:14:04, time: 0.486, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1794, loss: 1.1794 2020-06-19 14:23:31,139 - mmaction - INFO - Epoch [95][1720/1879] lr: 1.000e-04, eta: 2:13:47, time: 0.519, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9953, loss: 0.9953 2020-06-19 14:23:41,484 - mmaction - INFO - Epoch [95][1740/1879] lr: 1.000e-04, eta: 2:13:30, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2453, loss: 1.2453 2020-06-19 14:23:51,677 - mmaction - INFO - Epoch [95][1760/1879] lr: 1.000e-04, eta: 2:13:13, time: 0.511, data_time: 0.063, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 1.0208, loss: 1.0208 2020-06-19 14:24:02,216 - mmaction - INFO - Epoch [95][1780/1879] lr: 1.000e-04, eta: 2:12:56, time: 0.527, data_time: 0.038, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9125, loss_cls: 0.8343, loss: 0.8343 2020-06-19 14:24:11,353 - mmaction - INFO - Epoch [95][1800/1879] lr: 1.000e-04, eta: 2:12:38, time: 0.457, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9685, loss: 0.9685 2020-06-19 14:24:21,877 - mmaction - INFO - Epoch [95][1820/1879] lr: 1.000e-04, eta: 2:12:21, time: 0.527, data_time: 0.129, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0110, loss: 1.0110 2020-06-19 14:24:32,879 - mmaction - INFO - Epoch [95][1840/1879] lr: 1.000e-04, eta: 2:12:04, time: 0.550, data_time: 0.100, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8774, loss: 0.8774 2020-06-19 14:24:42,275 - mmaction - INFO - Epoch [95][1860/1879] lr: 1.000e-04, eta: 2:11:47, time: 0.471, data_time: 0.005, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9362, loss: 0.9362 2020-06-19 14:24:58,848 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-06-19 14:27:20,804 - mmaction - INFO - Epoch [96][20/1879] lr: 1.000e-04, eta: 2:11:20, time: 7.001, data_time: 6.458, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1338, loss: 1.1338 2020-06-19 14:27:31,003 - mmaction - INFO - Epoch [96][40/1879] lr: 1.000e-04, eta: 2:11:03, time: 0.510, data_time: 0.009, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2933, loss: 1.2933 2020-06-19 14:27:41,154 - mmaction - INFO - Epoch [96][60/1879] lr: 1.000e-04, eta: 2:10:46, time: 0.507, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0873, loss: 1.0873 2020-06-19 14:27:51,188 - mmaction - INFO - Epoch [96][80/1879] lr: 1.000e-04, eta: 2:10:29, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2434, loss: 1.2434 2020-06-19 14:28:01,472 - mmaction - INFO - Epoch [96][100/1879] lr: 1.000e-04, eta: 2:10:11, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.1476, loss: 1.1476 2020-06-19 14:28:12,148 - mmaction - INFO - Epoch [96][120/1879] lr: 1.000e-04, eta: 2:09:54, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8518, loss: 0.8518 2020-06-19 14:28:21,936 - mmaction - INFO - Epoch [96][140/1879] lr: 1.000e-04, eta: 2:09:37, time: 0.491, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1388, loss: 1.1388 2020-06-19 14:28:32,166 - mmaction - INFO - Epoch [96][160/1879] lr: 1.000e-04, eta: 2:09:20, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.1335, loss: 1.1335 2020-06-19 14:28:41,882 - mmaction - INFO - Epoch [96][180/1879] lr: 1.000e-04, eta: 2:09:03, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1215, loss: 1.1215 2020-06-19 14:28:51,961 - mmaction - INFO - Epoch [96][200/1879] lr: 1.000e-04, eta: 2:08:45, time: 0.505, data_time: 0.010, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9125, loss_cls: 0.8343, loss: 0.8343 2020-06-19 14:29:02,141 - mmaction - INFO - Epoch [96][220/1879] lr: 1.000e-04, eta: 2:08:28, time: 0.508, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.1459, loss: 1.1459 2020-06-19 14:29:12,940 - mmaction - INFO - Epoch [96][240/1879] lr: 1.000e-04, eta: 2:08:11, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0151, loss: 1.0151 2020-06-19 14:29:23,227 - mmaction - INFO - Epoch [96][260/1879] lr: 1.000e-04, eta: 2:07:54, time: 0.517, data_time: 0.004, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0968, loss: 1.0968 2020-06-19 14:29:33,230 - mmaction - INFO - Epoch [96][280/1879] lr: 1.000e-04, eta: 2:07:37, time: 0.501, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1959, loss: 1.1959 2020-06-19 14:29:43,433 - mmaction - INFO - Epoch [96][300/1879] lr: 1.000e-04, eta: 2:07:20, time: 0.509, data_time: 0.017, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9359, loss: 0.9359 2020-06-19 14:29:53,641 - mmaction - INFO - Epoch [96][320/1879] lr: 1.000e-04, eta: 2:07:03, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 0.9927, loss: 0.9927 2020-06-19 14:30:04,769 - mmaction - INFO - Epoch [96][340/1879] lr: 1.000e-04, eta: 2:06:45, time: 0.556, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9412, loss: 0.9412 2020-06-19 14:30:14,941 - mmaction - INFO - Epoch [96][360/1879] lr: 1.000e-04, eta: 2:06:28, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1673, loss: 1.1673 2020-06-19 14:30:25,489 - mmaction - INFO - Epoch [96][380/1879] lr: 1.000e-04, eta: 2:06:11, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0736, loss: 1.0736 2020-06-19 14:30:35,511 - mmaction - INFO - Epoch [96][400/1879] lr: 1.000e-04, eta: 2:05:54, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2266, loss: 1.2266 2020-06-19 14:30:45,717 - mmaction - INFO - Epoch [96][420/1879] lr: 1.000e-04, eta: 2:05:37, time: 0.508, data_time: 0.000, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1418, loss: 1.1418 2020-06-19 14:30:55,606 - mmaction - INFO - Epoch [96][440/1879] lr: 1.000e-04, eta: 2:05:20, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0380, loss: 1.0380 2020-06-19 14:31:06,169 - mmaction - INFO - Epoch [96][460/1879] lr: 1.000e-04, eta: 2:05:02, time: 0.528, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1957, loss: 1.1957 2020-06-19 14:31:16,822 - mmaction - INFO - Epoch [96][480/1879] lr: 1.000e-04, eta: 2:04:45, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.8306, loss: 0.8306 2020-06-19 14:31:27,229 - mmaction - INFO - Epoch [96][500/1879] lr: 1.000e-04, eta: 2:04:28, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0947, loss: 1.0947 2020-06-19 14:31:37,173 - mmaction - INFO - Epoch [96][520/1879] lr: 1.000e-04, eta: 2:04:11, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3255, loss: 1.3255 2020-06-19 14:31:47,621 - mmaction - INFO - Epoch [96][540/1879] lr: 1.000e-04, eta: 2:03:54, time: 0.520, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1434, loss: 1.1434 2020-06-19 14:31:57,008 - mmaction - INFO - Epoch [96][560/1879] lr: 1.000e-04, eta: 2:03:37, time: 0.471, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 0.9727, loss: 0.9727 2020-06-19 14:32:07,335 - mmaction - INFO - Epoch [96][580/1879] lr: 1.000e-04, eta: 2:03:20, time: 0.518, data_time: 0.002, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3279, loss: 1.3279 2020-06-19 14:32:16,797 - mmaction - INFO - Epoch [96][600/1879] lr: 1.000e-04, eta: 2:03:02, time: 0.471, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1495, loss: 1.1495 2020-06-19 14:32:27,816 - mmaction - INFO - Epoch [96][620/1879] lr: 1.000e-04, eta: 2:02:45, time: 0.553, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.0618, loss: 1.0618 2020-06-19 14:32:37,775 - mmaction - INFO - Epoch [96][640/1879] lr: 1.000e-04, eta: 2:02:28, time: 0.496, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9820, loss: 0.9820 2020-06-19 14:32:48,307 - mmaction - INFO - Epoch [96][660/1879] lr: 1.000e-04, eta: 2:02:11, time: 0.528, data_time: 0.053, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 0.9989, loss: 0.9989 2020-06-19 14:32:58,692 - mmaction - INFO - Epoch [96][680/1879] lr: 1.000e-04, eta: 2:01:54, time: 0.518, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.1162, loss: 1.1162 2020-06-19 14:33:08,733 - mmaction - INFO - Epoch [96][700/1879] lr: 1.000e-04, eta: 2:01:37, time: 0.504, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9507, loss: 0.9507 2020-06-19 14:33:19,573 - mmaction - INFO - Epoch [96][720/1879] lr: 1.000e-04, eta: 2:01:20, time: 0.542, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3117, loss: 1.3117 2020-06-19 14:33:29,181 - mmaction - INFO - Epoch [96][740/1879] lr: 1.000e-04, eta: 2:01:03, time: 0.480, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0492, loss: 1.0492 2020-06-19 14:33:39,808 - mmaction - INFO - Epoch [96][760/1879] lr: 1.000e-04, eta: 2:00:45, time: 0.529, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.8974, loss: 0.8974 2020-06-19 14:33:50,058 - mmaction - INFO - Epoch [96][780/1879] lr: 1.000e-04, eta: 2:00:28, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1732, loss: 1.1732 2020-06-19 14:34:00,374 - mmaction - INFO - Epoch [96][800/1879] lr: 1.000e-04, eta: 2:00:11, time: 0.514, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8812, loss_cls: 1.0692, loss: 1.0692 2020-06-19 14:34:11,171 - mmaction - INFO - Epoch [96][820/1879] lr: 1.000e-04, eta: 1:59:54, time: 0.542, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9192, loss: 0.9192 2020-06-19 14:34:21,108 - mmaction - INFO - Epoch [96][840/1879] lr: 1.000e-04, eta: 1:59:37, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.9333, loss: 0.9333 2020-06-19 14:34:31,384 - mmaction - INFO - Epoch [96][860/1879] lr: 1.000e-04, eta: 1:59:20, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0775, loss: 1.0775 2020-06-19 14:34:41,500 - mmaction - INFO - Epoch [96][880/1879] lr: 1.000e-04, eta: 1:59:03, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0170, loss: 1.0170 2020-06-19 14:34:51,383 - mmaction - INFO - Epoch [96][900/1879] lr: 1.000e-04, eta: 1:58:46, time: 0.496, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8811, loss: 0.8811 2020-06-19 14:35:01,645 - mmaction - INFO - Epoch [96][920/1879] lr: 1.000e-04, eta: 1:58:29, time: 0.510, data_time: 0.000, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8750, loss_cls: 1.0196, loss: 1.0196 2020-06-19 14:35:11,788 - mmaction - INFO - Epoch [96][940/1879] lr: 1.000e-04, eta: 1:58:11, time: 0.509, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0255, loss: 1.0255 2020-06-19 14:35:22,185 - mmaction - INFO - Epoch [96][960/1879] lr: 1.000e-04, eta: 1:57:54, time: 0.521, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0427, loss: 1.0427 2020-06-19 14:35:31,919 - mmaction - INFO - Epoch [96][980/1879] lr: 1.000e-04, eta: 1:57:37, time: 0.486, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0112, loss: 1.0112 2020-06-19 14:35:42,214 - mmaction - INFO - Epoch [96][1000/1879] lr: 1.000e-04, eta: 1:57:20, time: 0.513, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1348, loss: 1.1348 2020-06-19 14:35:52,957 - mmaction - INFO - Epoch [96][1020/1879] lr: 1.000e-04, eta: 1:57:03, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9566, loss: 0.9566 2020-06-19 14:36:03,064 - mmaction - INFO - Epoch [96][1040/1879] lr: 1.000e-04, eta: 1:56:46, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0149, loss: 1.0149 2020-06-19 14:36:13,566 - mmaction - INFO - Epoch [96][1060/1879] lr: 1.000e-04, eta: 1:56:29, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3641, loss: 1.3641 2020-06-19 14:36:24,055 - mmaction - INFO - Epoch [96][1080/1879] lr: 1.000e-04, eta: 1:56:12, time: 0.523, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.2000, loss: 1.2000 2020-06-19 14:36:34,857 - mmaction - INFO - Epoch [96][1100/1879] lr: 1.000e-04, eta: 1:55:55, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.1359, loss: 1.1359 2020-06-19 14:36:44,418 - mmaction - INFO - Epoch [96][1120/1879] lr: 1.000e-04, eta: 1:55:38, time: 0.476, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1276, loss: 1.1276 2020-06-19 14:36:54,458 - mmaction - INFO - Epoch [96][1140/1879] lr: 1.000e-04, eta: 1:55:20, time: 0.504, data_time: 0.066, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9180, loss: 0.9180 2020-06-19 14:37:04,830 - mmaction - INFO - Epoch [96][1160/1879] lr: 1.000e-04, eta: 1:55:03, time: 0.517, data_time: 0.007, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0578, loss: 1.0578 2020-06-19 14:37:15,065 - mmaction - INFO - Epoch [96][1180/1879] lr: 1.000e-04, eta: 1:54:46, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9893, loss: 0.9893 2020-06-19 14:37:25,101 - mmaction - INFO - Epoch [96][1200/1879] lr: 1.000e-04, eta: 1:54:29, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.1854, loss: 1.1854 2020-06-19 14:37:35,229 - mmaction - INFO - Epoch [96][1220/1879] lr: 1.000e-04, eta: 1:54:12, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.9518, loss: 0.9518 2020-06-19 14:37:45,018 - mmaction - INFO - Epoch [96][1240/1879] lr: 1.000e-04, eta: 1:53:55, time: 0.489, data_time: 0.008, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0778, loss: 1.0778 2020-06-19 14:37:55,160 - mmaction - INFO - Epoch [96][1260/1879] lr: 1.000e-04, eta: 1:53:38, time: 0.506, data_time: 0.081, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1635, loss: 1.1635 2020-06-19 14:38:05,948 - mmaction - INFO - Epoch [96][1280/1879] lr: 1.000e-04, eta: 1:53:21, time: 0.541, data_time: 0.105, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0912, loss: 1.0912 2020-06-19 14:38:15,913 - mmaction - INFO - Epoch [96][1300/1879] lr: 1.000e-04, eta: 1:53:04, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0522, loss: 1.0522 2020-06-19 14:38:26,114 - mmaction - INFO - Epoch [96][1320/1879] lr: 1.000e-04, eta: 1:52:47, time: 0.510, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.8871, loss: 0.8871 2020-06-19 14:38:36,110 - mmaction - INFO - Epoch [96][1340/1879] lr: 1.000e-04, eta: 1:52:30, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3524, loss: 1.3524 2020-06-19 14:38:46,467 - mmaction - INFO - Epoch [96][1360/1879] lr: 1.000e-04, eta: 1:52:12, time: 0.516, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9375, loss_cls: 0.9109, loss: 0.9109 2020-06-19 14:38:57,376 - mmaction - INFO - Epoch [96][1380/1879] lr: 1.000e-04, eta: 1:51:55, time: 0.547, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1032, loss: 1.1032 2020-06-19 14:39:07,987 - mmaction - INFO - Epoch [96][1400/1879] lr: 1.000e-04, eta: 1:51:38, time: 0.531, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9437, loss_cls: 0.8539, loss: 0.8539 2020-06-19 14:39:17,985 - mmaction - INFO - Epoch [96][1420/1879] lr: 1.000e-04, eta: 1:51:21, time: 0.498, data_time: 0.000, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1466, loss: 1.1466 2020-06-19 14:39:28,207 - mmaction - INFO - Epoch [96][1440/1879] lr: 1.000e-04, eta: 1:51:04, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0063, loss: 1.0063 2020-06-19 14:39:39,269 - mmaction - INFO - Epoch [96][1460/1879] lr: 1.000e-04, eta: 1:50:47, time: 0.552, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 1.0847, loss: 1.0847 2020-06-19 14:39:49,768 - mmaction - INFO - Epoch [96][1480/1879] lr: 1.000e-04, eta: 1:50:30, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 1.0222, loss: 1.0222 2020-06-19 14:40:00,216 - mmaction - INFO - Epoch [96][1500/1879] lr: 1.000e-04, eta: 1:50:13, time: 0.522, data_time: 0.004, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0091, loss: 1.0091 2020-06-19 14:40:10,457 - mmaction - INFO - Epoch [96][1520/1879] lr: 1.000e-04, eta: 1:49:56, time: 0.512, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1888, loss: 1.1888 2020-06-19 14:40:20,690 - mmaction - INFO - Epoch [96][1540/1879] lr: 1.000e-04, eta: 1:49:39, time: 0.511, data_time: 0.000, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0019, loss: 1.0019 2020-06-19 14:40:30,910 - mmaction - INFO - Epoch [96][1560/1879] lr: 1.000e-04, eta: 1:49:22, time: 0.510, data_time: 0.008, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1291, loss: 1.1291 2020-06-19 14:40:41,756 - mmaction - INFO - Epoch [96][1580/1879] lr: 1.000e-04, eta: 1:49:05, time: 0.542, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8690, loss: 0.8690 2020-06-19 14:40:51,552 - mmaction - INFO - Epoch [96][1600/1879] lr: 1.000e-04, eta: 1:48:48, time: 0.490, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.0857, loss: 1.0857 2020-06-19 14:41:01,968 - mmaction - INFO - Epoch [96][1620/1879] lr: 1.000e-04, eta: 1:48:31, time: 0.521, data_time: 0.085, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.3703, loss: 1.3703 2020-06-19 14:41:13,151 - mmaction - INFO - Epoch [96][1640/1879] lr: 1.000e-04, eta: 1:48:14, time: 0.560, data_time: 0.056, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.9417, loss: 0.9417 2020-06-19 14:41:22,712 - mmaction - INFO - Epoch [96][1660/1879] lr: 1.000e-04, eta: 1:47:57, time: 0.474, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9629, loss: 0.9629 2020-06-19 14:41:33,301 - mmaction - INFO - Epoch [96][1680/1879] lr: 1.000e-04, eta: 1:47:40, time: 0.533, data_time: 0.004, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1393, loss: 1.1393 2020-06-19 14:41:43,530 - mmaction - INFO - Epoch [96][1700/1879] lr: 1.000e-04, eta: 1:47:23, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9544, loss: 0.9544 2020-06-19 14:41:53,910 - mmaction - INFO - Epoch [96][1720/1879] lr: 1.000e-04, eta: 1:47:06, time: 0.521, data_time: 0.051, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.1881, loss: 1.1881 2020-06-19 14:42:04,519 - mmaction - INFO - Epoch [96][1740/1879] lr: 1.000e-04, eta: 1:46:49, time: 0.530, data_time: 0.000, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9500, loss_cls: 0.7564, loss: 0.7564 2020-06-19 14:42:15,112 - mmaction - INFO - Epoch [96][1760/1879] lr: 1.000e-04, eta: 1:46:32, time: 0.529, data_time: 0.047, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0462, loss: 1.0462 2020-06-19 14:42:25,468 - mmaction - INFO - Epoch [96][1780/1879] lr: 1.000e-04, eta: 1:46:14, time: 0.519, data_time: 0.024, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9409, loss: 0.9409 2020-06-19 14:42:36,402 - mmaction - INFO - Epoch [96][1800/1879] lr: 1.000e-04, eta: 1:45:57, time: 0.546, data_time: 0.000, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.7953, loss: 0.7953 2020-06-19 14:42:47,215 - mmaction - INFO - Epoch [96][1820/1879] lr: 1.000e-04, eta: 1:45:40, time: 0.541, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1620, loss: 1.1620 2020-06-19 14:42:56,920 - mmaction - INFO - Epoch [96][1840/1879] lr: 1.000e-04, eta: 1:45:23, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0112, loss: 1.0112 2020-06-19 14:43:06,705 - mmaction - INFO - Epoch [96][1860/1879] lr: 1.000e-04, eta: 1:45:06, time: 0.489, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8750, loss_cls: 1.1499, loss: 1.1499 2020-06-19 14:43:23,673 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-06-19 14:45:37,457 - mmaction - INFO - Epoch [97][20/1879] lr: 1.000e-04, eta: 1:44:38, time: 6.610, data_time: 5.863, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.0805, loss: 1.0805 2020-06-19 14:45:48,485 - mmaction - INFO - Epoch [97][40/1879] lr: 1.000e-04, eta: 1:44:21, time: 0.554, data_time: 0.006, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1747, loss: 1.1747 2020-06-19 14:45:58,322 - mmaction - INFO - Epoch [97][60/1879] lr: 1.000e-04, eta: 1:44:04, time: 0.491, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0675, loss: 1.0675 2020-06-19 14:46:07,944 - mmaction - INFO - Epoch [97][80/1879] lr: 1.000e-04, eta: 1:43:47, time: 0.479, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1195, loss: 1.1195 2020-06-19 14:46:18,929 - mmaction - INFO - Epoch [97][100/1879] lr: 1.000e-04, eta: 1:43:30, time: 0.551, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1253, loss: 1.1253 2020-06-19 14:46:28,215 - mmaction - INFO - Epoch [97][120/1879] lr: 1.000e-04, eta: 1:43:13, time: 0.463, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1387, loss: 1.1387 2020-06-19 14:46:38,924 - mmaction - INFO - Epoch [97][140/1879] lr: 1.000e-04, eta: 1:42:56, time: 0.537, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.0019, loss: 1.0019 2020-06-19 14:46:48,789 - mmaction - INFO - Epoch [97][160/1879] lr: 1.000e-04, eta: 1:42:39, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0157, loss: 1.0157 2020-06-19 14:46:58,765 - mmaction - INFO - Epoch [97][180/1879] lr: 1.000e-04, eta: 1:42:22, time: 0.500, data_time: 0.005, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.4485, loss: 1.4485 2020-06-19 14:47:08,944 - mmaction - INFO - Epoch [97][200/1879] lr: 1.000e-04, eta: 1:42:05, time: 0.508, data_time: 0.000, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2671, loss: 1.2671 2020-06-19 14:47:18,686 - mmaction - INFO - Epoch [97][220/1879] lr: 1.000e-04, eta: 1:41:48, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8750, loss_cls: 0.9742, loss: 0.9742 2020-06-19 14:47:28,449 - mmaction - INFO - Epoch [97][240/1879] lr: 1.000e-04, eta: 1:41:31, time: 0.485, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9149, loss: 0.9149 2020-06-19 14:47:38,590 - mmaction - INFO - Epoch [97][260/1879] lr: 1.000e-04, eta: 1:41:14, time: 0.510, data_time: 0.004, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0091, loss: 1.0091 2020-06-19 14:47:49,276 - mmaction - INFO - Epoch [97][280/1879] lr: 1.000e-04, eta: 1:40:57, time: 0.533, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9899, loss: 0.9899 2020-06-19 14:47:59,246 - mmaction - INFO - Epoch [97][300/1879] lr: 1.000e-04, eta: 1:40:40, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 0.9893, loss: 0.9893 2020-06-19 14:48:08,235 - mmaction - INFO - Epoch [97][320/1879] lr: 1.000e-04, eta: 1:40:23, time: 0.452, data_time: 0.005, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1845, loss: 1.1845 2020-06-19 14:48:18,449 - mmaction - INFO - Epoch [97][340/1879] lr: 1.000e-04, eta: 1:40:06, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9843, loss: 0.9843 2020-06-19 14:48:28,893 - mmaction - INFO - Epoch [97][360/1879] lr: 1.000e-04, eta: 1:39:49, time: 0.523, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8896, loss: 0.8896 2020-06-19 14:48:39,465 - mmaction - INFO - Epoch [97][380/1879] lr: 1.000e-04, eta: 1:39:32, time: 0.528, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0590, loss: 1.0590 2020-06-19 14:48:49,481 - mmaction - INFO - Epoch [97][400/1879] lr: 1.000e-04, eta: 1:39:15, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.0985, loss: 1.0985 2020-06-19 14:49:00,005 - mmaction - INFO - Epoch [97][420/1879] lr: 1.000e-04, eta: 1:38:58, time: 0.526, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 1.0053, loss: 1.0053 2020-06-19 14:49:09,926 - mmaction - INFO - Epoch [97][440/1879] lr: 1.000e-04, eta: 1:38:41, time: 0.498, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0157, loss: 1.0157 2020-06-19 14:49:19,486 - mmaction - INFO - Epoch [97][460/1879] lr: 1.000e-04, eta: 1:38:23, time: 0.479, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9951, loss: 0.9951 2020-06-19 14:49:30,073 - mmaction - INFO - Epoch [97][480/1879] lr: 1.000e-04, eta: 1:38:06, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0146, loss: 1.0146 2020-06-19 14:49:39,976 - mmaction - INFO - Epoch [97][500/1879] lr: 1.000e-04, eta: 1:37:49, time: 0.497, data_time: 0.059, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2491, loss: 1.2491 2020-06-19 14:49:49,870 - mmaction - INFO - Epoch [97][520/1879] lr: 1.000e-04, eta: 1:37:32, time: 0.495, data_time: 0.149, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1178, loss: 1.1178 2020-06-19 14:49:59,785 - mmaction - INFO - Epoch [97][540/1879] lr: 1.000e-04, eta: 1:37:15, time: 0.494, data_time: 0.123, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.1012, loss: 1.1012 2020-06-19 14:50:10,674 - mmaction - INFO - Epoch [97][560/1879] lr: 1.000e-04, eta: 1:36:58, time: 0.544, data_time: 0.035, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2169, loss: 1.2169 2020-06-19 14:50:21,218 - mmaction - INFO - Epoch [97][580/1879] lr: 1.000e-04, eta: 1:36:41, time: 0.528, data_time: 0.003, memory: 5168, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.3794, loss: 1.3794 2020-06-19 14:50:31,052 - mmaction - INFO - Epoch [97][600/1879] lr: 1.000e-04, eta: 1:36:24, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 0.9915, loss: 0.9915 2020-06-19 14:50:40,344 - mmaction - INFO - Epoch [97][620/1879] lr: 1.000e-04, eta: 1:36:07, time: 0.464, data_time: 0.012, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.0289, loss: 1.0289 2020-06-19 14:50:51,251 - mmaction - INFO - Epoch [97][640/1879] lr: 1.000e-04, eta: 1:35:50, time: 0.546, data_time: 0.023, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3579, loss: 1.3579 2020-06-19 14:51:00,698 - mmaction - INFO - Epoch [97][660/1879] lr: 1.000e-04, eta: 1:35:33, time: 0.472, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1853, loss: 1.1853 2020-06-19 14:51:10,894 - mmaction - INFO - Epoch [97][680/1879] lr: 1.000e-04, eta: 1:35:16, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8812, loss_cls: 1.0301, loss: 1.0301 2020-06-19 14:51:20,922 - mmaction - INFO - Epoch [97][700/1879] lr: 1.000e-04, eta: 1:34:59, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0669, loss: 1.0669 2020-06-19 14:51:30,736 - mmaction - INFO - Epoch [97][720/1879] lr: 1.000e-04, eta: 1:34:42, time: 0.491, data_time: 0.006, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9375, loss_cls: 0.9612, loss: 0.9612 2020-06-19 14:51:40,920 - mmaction - INFO - Epoch [97][740/1879] lr: 1.000e-04, eta: 1:34:25, time: 0.509, data_time: 0.012, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0105, loss: 1.0105 2020-06-19 14:51:51,197 - mmaction - INFO - Epoch [97][760/1879] lr: 1.000e-04, eta: 1:34:08, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9437, loss_cls: 0.8390, loss: 0.8390 2020-06-19 14:52:01,254 - mmaction - INFO - Epoch [97][780/1879] lr: 1.000e-04, eta: 1:33:51, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1683, loss: 1.1683 2020-06-19 14:52:10,890 - mmaction - INFO - Epoch [97][800/1879] lr: 1.000e-04, eta: 1:33:34, time: 0.483, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8938, loss_cls: 0.9936, loss: 0.9936 2020-06-19 14:52:20,918 - mmaction - INFO - Epoch [97][820/1879] lr: 1.000e-04, eta: 1:33:17, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2748, loss: 1.2748 2020-06-19 14:52:30,918 - mmaction - INFO - Epoch [97][840/1879] lr: 1.000e-04, eta: 1:33:00, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2186, loss: 1.2186 2020-06-19 14:52:40,909 - mmaction - INFO - Epoch [97][860/1879] lr: 1.000e-04, eta: 1:32:44, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.0844, loss: 1.0844 2020-06-19 14:52:51,181 - mmaction - INFO - Epoch [97][880/1879] lr: 1.000e-04, eta: 1:32:27, time: 0.515, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9903, loss: 0.9903 2020-06-19 14:53:00,950 - mmaction - INFO - Epoch [97][900/1879] lr: 1.000e-04, eta: 1:32:10, time: 0.487, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2299, loss: 1.2299 2020-06-19 14:53:11,696 - mmaction - INFO - Epoch [97][920/1879] lr: 1.000e-04, eta: 1:31:53, time: 0.538, data_time: 0.002, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9187, loss_cls: 0.9143, loss: 0.9143 2020-06-19 14:53:21,935 - mmaction - INFO - Epoch [97][940/1879] lr: 1.000e-04, eta: 1:31:36, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8509, loss: 0.8509 2020-06-19 14:53:31,752 - mmaction - INFO - Epoch [97][960/1879] lr: 1.000e-04, eta: 1:31:19, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3243, loss: 1.3243 2020-06-19 14:53:41,759 - mmaction - INFO - Epoch [97][980/1879] lr: 1.000e-04, eta: 1:31:02, time: 0.502, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0325, loss: 1.0325 2020-06-19 14:53:51,467 - mmaction - INFO - Epoch [97][1000/1879] lr: 1.000e-04, eta: 1:30:45, time: 0.485, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1025, loss: 1.1025 2020-06-19 14:54:01,563 - mmaction - INFO - Epoch [97][1020/1879] lr: 1.000e-04, eta: 1:30:28, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 1.0250, loss: 1.0250 2020-06-19 14:54:11,665 - mmaction - INFO - Epoch [97][1040/1879] lr: 1.000e-04, eta: 1:30:11, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8625, loss_cls: 1.0720, loss: 1.0720 2020-06-19 14:54:21,627 - mmaction - INFO - Epoch [97][1060/1879] lr: 1.000e-04, eta: 1:29:54, time: 0.498, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9062, loss_cls: 0.9364, loss: 0.9364 2020-06-19 14:54:32,055 - mmaction - INFO - Epoch [97][1080/1879] lr: 1.000e-04, eta: 1:29:37, time: 0.522, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.0897, loss: 1.0897 2020-06-19 14:54:42,179 - mmaction - INFO - Epoch [97][1100/1879] lr: 1.000e-04, eta: 1:29:20, time: 0.506, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0597, loss: 1.0597 2020-06-19 14:54:51,763 - mmaction - INFO - Epoch [97][1120/1879] lr: 1.000e-04, eta: 1:29:03, time: 0.477, data_time: 0.000, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.7863, loss: 0.7863 2020-06-19 14:55:02,206 - mmaction - INFO - Epoch [97][1140/1879] lr: 1.000e-04, eta: 1:28:46, time: 0.521, data_time: 0.003, memory: 5168, top1_acc: 0.8187, top5_acc: 0.9250, loss_cls: 0.8567, loss: 0.8567 2020-06-19 14:55:12,122 - mmaction - INFO - Epoch [97][1160/1879] lr: 1.000e-04, eta: 1:28:29, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0062, loss: 1.0062 2020-06-19 14:55:22,455 - mmaction - INFO - Epoch [97][1180/1879] lr: 1.000e-04, eta: 1:28:12, time: 0.516, data_time: 0.083, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1350, loss: 1.1350 2020-06-19 14:55:32,521 - mmaction - INFO - Epoch [97][1200/1879] lr: 1.000e-04, eta: 1:27:55, time: 0.506, data_time: 0.149, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.3711, loss: 1.3711 2020-06-19 14:55:42,870 - mmaction - INFO - Epoch [97][1220/1879] lr: 1.000e-04, eta: 1:27:38, time: 0.517, data_time: 0.082, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9809, loss: 0.9809 2020-06-19 14:55:52,479 - mmaction - INFO - Epoch [97][1240/1879] lr: 1.000e-04, eta: 1:27:21, time: 0.479, data_time: 0.095, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9437, loss_cls: 0.8905, loss: 0.8905 2020-06-19 14:56:02,484 - mmaction - INFO - Epoch [97][1260/1879] lr: 1.000e-04, eta: 1:27:04, time: 0.503, data_time: 0.012, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.0732, loss: 1.0732 2020-06-19 14:56:12,621 - mmaction - INFO - Epoch [97][1280/1879] lr: 1.000e-04, eta: 1:26:47, time: 0.505, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9547, loss: 0.9547 2020-06-19 14:56:22,103 - mmaction - INFO - Epoch [97][1300/1879] lr: 1.000e-04, eta: 1:26:30, time: 0.475, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.2503, loss: 1.2503 2020-06-19 14:56:32,072 - mmaction - INFO - Epoch [97][1320/1879] lr: 1.000e-04, eta: 1:26:13, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8938, loss_cls: 1.0707, loss: 1.0707 2020-06-19 14:56:42,815 - mmaction - INFO - Epoch [97][1340/1879] lr: 1.000e-04, eta: 1:25:56, time: 0.537, data_time: 0.006, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.2539, loss: 1.2539 2020-06-19 14:56:52,865 - mmaction - INFO - Epoch [97][1360/1879] lr: 1.000e-04, eta: 1:25:39, time: 0.503, data_time: 0.107, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1669, loss: 1.1669 2020-06-19 14:57:02,676 - mmaction - INFO - Epoch [97][1380/1879] lr: 1.000e-04, eta: 1:25:23, time: 0.490, data_time: 0.072, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1593, loss: 1.1593 2020-06-19 14:57:12,886 - mmaction - INFO - Epoch [97][1400/1879] lr: 1.000e-04, eta: 1:25:06, time: 0.510, data_time: 0.061, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8952, loss: 0.8952 2020-06-19 14:57:22,952 - mmaction - INFO - Epoch [97][1420/1879] lr: 1.000e-04, eta: 1:24:49, time: 0.505, data_time: 0.029, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9515, loss: 0.9515 2020-06-19 14:57:33,490 - mmaction - INFO - Epoch [97][1440/1879] lr: 1.000e-04, eta: 1:24:32, time: 0.525, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0700, loss: 1.0700 2020-06-19 14:57:43,377 - mmaction - INFO - Epoch [97][1460/1879] lr: 1.000e-04, eta: 1:24:15, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2420, loss: 1.2420 2020-06-19 14:57:53,019 - mmaction - INFO - Epoch [97][1480/1879] lr: 1.000e-04, eta: 1:23:58, time: 0.484, data_time: 0.004, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.9226, loss: 0.9226 2020-06-19 14:58:03,563 - mmaction - INFO - Epoch [97][1500/1879] lr: 1.000e-04, eta: 1:23:41, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.2584, loss: 1.2584 2020-06-19 14:58:13,363 - mmaction - INFO - Epoch [97][1520/1879] lr: 1.000e-04, eta: 1:23:24, time: 0.489, data_time: 0.017, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8438, loss_cls: 1.2127, loss: 1.2127 2020-06-19 14:58:22,884 - mmaction - INFO - Epoch [97][1540/1879] lr: 1.000e-04, eta: 1:23:07, time: 0.475, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9900, loss: 0.9900 2020-06-19 14:58:33,002 - mmaction - INFO - Epoch [97][1560/1879] lr: 1.000e-04, eta: 1:22:50, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0405, loss: 1.0405 2020-06-19 14:58:43,546 - mmaction - INFO - Epoch [97][1580/1879] lr: 1.000e-04, eta: 1:22:33, time: 0.529, data_time: 0.030, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 1.0138, loss: 1.0138 2020-06-19 14:58:53,788 - mmaction - INFO - Epoch [97][1600/1879] lr: 1.000e-04, eta: 1:22:16, time: 0.511, data_time: 0.004, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0575, loss: 1.0575 2020-06-19 14:59:03,726 - mmaction - INFO - Epoch [97][1620/1879] lr: 1.000e-04, eta: 1:21:59, time: 0.496, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1579, loss: 1.1579 2020-06-19 14:59:14,432 - mmaction - INFO - Epoch [97][1640/1879] lr: 1.000e-04, eta: 1:21:42, time: 0.535, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9125, loss_cls: 0.8925, loss: 0.8925 2020-06-19 14:59:24,454 - mmaction - INFO - Epoch [97][1660/1879] lr: 1.000e-04, eta: 1:21:26, time: 0.500, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9586, loss: 0.9586 2020-06-19 14:59:34,822 - mmaction - INFO - Epoch [97][1680/1879] lr: 1.000e-04, eta: 1:21:09, time: 0.520, data_time: 0.004, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1703, loss: 1.1703 2020-06-19 14:59:44,497 - mmaction - INFO - Epoch [97][1700/1879] lr: 1.000e-04, eta: 1:20:52, time: 0.483, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8465, loss: 0.8465 2020-06-19 14:59:54,182 - mmaction - INFO - Epoch [97][1720/1879] lr: 1.000e-04, eta: 1:20:35, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 1.0921, loss: 1.0921 2020-06-19 15:00:07,282 - mmaction - INFO - Epoch [97][1740/1879] lr: 1.000e-04, eta: 1:20:18, time: 0.653, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0121, loss: 1.0121 2020-06-19 15:00:16,712 - mmaction - INFO - Epoch [97][1760/1879] lr: 1.000e-04, eta: 1:20:01, time: 0.473, data_time: 0.065, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2833, loss: 1.2833 2020-06-19 15:00:27,246 - mmaction - INFO - Epoch [97][1780/1879] lr: 1.000e-04, eta: 1:19:44, time: 0.526, data_time: 0.049, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9610, loss: 0.9610 2020-06-19 15:00:37,215 - mmaction - INFO - Epoch [97][1800/1879] lr: 1.000e-04, eta: 1:19:27, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0157, loss: 1.0157 2020-06-19 15:00:46,755 - mmaction - INFO - Epoch [97][1820/1879] lr: 1.000e-04, eta: 1:19:10, time: 0.477, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1437, loss: 1.1437 2020-06-19 15:00:56,927 - mmaction - INFO - Epoch [97][1840/1879] lr: 1.000e-04, eta: 1:18:53, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 0.9258, loss: 0.9258 2020-06-19 15:01:07,173 - mmaction - INFO - Epoch [97][1860/1879] lr: 1.000e-04, eta: 1:18:37, time: 0.512, data_time: 0.029, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 0.9928, loss: 0.9928 2020-06-19 15:01:25,260 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-06-19 15:03:59,450 - mmaction - INFO - Epoch [98][20/1879] lr: 1.000e-04, eta: 1:18:08, time: 7.670, data_time: 7.166, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.8825, loss: 0.8825 2020-06-19 15:04:09,773 - mmaction - INFO - Epoch [98][40/1879] lr: 1.000e-04, eta: 1:17:51, time: 0.516, data_time: 0.006, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9553, loss: 0.9553 2020-06-19 15:04:19,896 - mmaction - INFO - Epoch [98][60/1879] lr: 1.000e-04, eta: 1:17:34, time: 0.507, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9812, loss: 0.9812 2020-06-19 15:04:29,812 - mmaction - INFO - Epoch [98][80/1879] lr: 1.000e-04, eta: 1:17:17, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.8755, loss: 0.8755 2020-06-19 15:04:39,897 - mmaction - INFO - Epoch [98][100/1879] lr: 1.000e-04, eta: 1:17:00, time: 0.509, data_time: 0.005, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1983, loss: 1.1983 2020-06-19 15:04:49,762 - mmaction - INFO - Epoch [98][120/1879] lr: 1.000e-04, eta: 1:16:43, time: 0.493, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.8862, loss: 0.8862 2020-06-19 15:05:00,075 - mmaction - INFO - Epoch [98][140/1879] lr: 1.000e-04, eta: 1:16:27, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9404, loss: 0.9404 2020-06-19 15:05:11,104 - mmaction - INFO - Epoch [98][160/1879] lr: 1.000e-04, eta: 1:16:10, time: 0.551, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0784, loss: 1.0784 2020-06-19 15:05:21,126 - mmaction - INFO - Epoch [98][180/1879] lr: 1.000e-04, eta: 1:15:53, time: 0.500, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9980, loss: 0.9980 2020-06-19 15:05:31,125 - mmaction - INFO - Epoch [98][200/1879] lr: 1.000e-04, eta: 1:15:36, time: 0.502, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.8780, loss: 0.8780 2020-06-19 15:05:41,362 - mmaction - INFO - Epoch [98][220/1879] lr: 1.000e-04, eta: 1:15:19, time: 0.509, data_time: 0.000, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0623, loss: 1.0623 2020-06-19 15:05:51,162 - mmaction - INFO - Epoch [98][240/1879] lr: 1.000e-04, eta: 1:15:02, time: 0.491, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9062, loss_cls: 0.9149, loss: 0.9149 2020-06-19 15:06:01,175 - mmaction - INFO - Epoch [98][260/1879] lr: 1.000e-04, eta: 1:14:45, time: 0.499, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.8802, loss: 0.8802 2020-06-19 15:06:11,546 - mmaction - INFO - Epoch [98][280/1879] lr: 1.000e-04, eta: 1:14:28, time: 0.521, data_time: 0.004, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3814, loss: 1.3814 2020-06-19 15:06:21,220 - mmaction - INFO - Epoch [98][300/1879] lr: 1.000e-04, eta: 1:14:11, time: 0.485, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.0863, loss: 1.0863 2020-06-19 15:06:31,506 - mmaction - INFO - Epoch [98][320/1879] lr: 1.000e-04, eta: 1:13:55, time: 0.513, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1766, loss: 1.1766 2020-06-19 15:06:41,594 - mmaction - INFO - Epoch [98][340/1879] lr: 1.000e-04, eta: 1:13:38, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 0.9935, loss: 0.9935 2020-06-19 15:06:52,531 - mmaction - INFO - Epoch [98][360/1879] lr: 1.000e-04, eta: 1:13:21, time: 0.545, data_time: 0.000, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0307, loss: 1.0307 2020-06-19 15:07:01,903 - mmaction - INFO - Epoch [98][380/1879] lr: 1.000e-04, eta: 1:13:04, time: 0.470, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0942, loss: 1.0942 2020-06-19 15:07:11,760 - mmaction - INFO - Epoch [98][400/1879] lr: 1.000e-04, eta: 1:12:47, time: 0.493, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9187, loss_cls: 1.1127, loss: 1.1127 2020-06-19 15:07:21,456 - mmaction - INFO - Epoch [98][420/1879] lr: 1.000e-04, eta: 1:12:30, time: 0.483, data_time: 0.000, memory: 5168, top1_acc: 0.8250, top5_acc: 0.9187, loss_cls: 0.8104, loss: 0.8104 2020-06-19 15:07:32,182 - mmaction - INFO - Epoch [98][440/1879] lr: 1.000e-04, eta: 1:12:13, time: 0.536, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0119, loss: 1.0119 2020-06-19 15:07:42,313 - mmaction - INFO - Epoch [98][460/1879] lr: 1.000e-04, eta: 1:11:56, time: 0.509, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0754, loss: 1.0754 2020-06-19 15:07:52,330 - mmaction - INFO - Epoch [98][480/1879] lr: 1.000e-04, eta: 1:11:39, time: 0.499, data_time: 0.018, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.0918, loss: 1.0918 2020-06-19 15:08:01,916 - mmaction - INFO - Epoch [98][500/1879] lr: 1.000e-04, eta: 1:11:23, time: 0.481, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2189, loss: 1.2189 2020-06-19 15:08:12,161 - mmaction - INFO - Epoch [98][520/1879] lr: 1.000e-04, eta: 1:11:06, time: 0.510, data_time: 0.013, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.0761, loss: 1.0761 2020-06-19 15:08:22,017 - mmaction - INFO - Epoch [98][540/1879] lr: 1.000e-04, eta: 1:10:49, time: 0.494, data_time: 0.094, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9313, loss_cls: 0.9512, loss: 0.9512 2020-06-19 15:08:32,233 - mmaction - INFO - Epoch [98][560/1879] lr: 1.000e-04, eta: 1:10:32, time: 0.511, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1810, loss: 1.1810 2020-06-19 15:08:42,462 - mmaction - INFO - Epoch [98][580/1879] lr: 1.000e-04, eta: 1:10:15, time: 0.511, data_time: 0.001, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9500, loss_cls: 0.7598, loss: 0.7598 2020-06-19 15:08:52,794 - mmaction - INFO - Epoch [98][600/1879] lr: 1.000e-04, eta: 1:09:58, time: 0.516, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2147, loss: 1.2147 2020-06-19 15:09:02,784 - mmaction - INFO - Epoch [98][620/1879] lr: 1.000e-04, eta: 1:09:41, time: 0.498, data_time: 0.071, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1517, loss: 1.1517 2020-06-19 15:09:12,630 - mmaction - INFO - Epoch [98][640/1879] lr: 1.000e-04, eta: 1:09:24, time: 0.494, data_time: 0.048, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2836, loss: 1.2836 2020-06-19 15:09:22,296 - mmaction - INFO - Epoch [98][660/1879] lr: 1.000e-04, eta: 1:09:08, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9981, loss: 0.9981 2020-06-19 15:09:32,068 - mmaction - INFO - Epoch [98][680/1879] lr: 1.000e-04, eta: 1:08:51, time: 0.489, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1192, loss: 1.1192 2020-06-19 15:09:42,108 - mmaction - INFO - Epoch [98][700/1879] lr: 1.000e-04, eta: 1:08:34, time: 0.502, data_time: 0.007, memory: 5168, top1_acc: 0.7750, top5_acc: 0.8938, loss_cls: 0.9547, loss: 0.9547 2020-06-19 15:09:52,256 - mmaction - INFO - Epoch [98][720/1879] lr: 1.000e-04, eta: 1:08:17, time: 0.505, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9468, loss: 0.9468 2020-06-19 15:10:02,182 - mmaction - INFO - Epoch [98][740/1879] lr: 1.000e-04, eta: 1:08:00, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9307, loss: 0.9307 2020-06-19 15:10:12,466 - mmaction - INFO - Epoch [98][760/1879] lr: 1.000e-04, eta: 1:07:43, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0823, loss: 1.0823 2020-06-19 15:10:22,868 - mmaction - INFO - Epoch [98][780/1879] lr: 1.000e-04, eta: 1:07:26, time: 0.520, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.9529, loss: 0.9529 2020-06-19 15:10:33,335 - mmaction - INFO - Epoch [98][800/1879] lr: 1.000e-04, eta: 1:07:10, time: 0.527, data_time: 0.004, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9125, loss_cls: 0.8718, loss: 0.8718 2020-06-19 15:10:43,419 - mmaction - INFO - Epoch [98][820/1879] lr: 1.000e-04, eta: 1:06:53, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1796, loss: 1.1796 2020-06-19 15:10:53,282 - mmaction - INFO - Epoch [98][840/1879] lr: 1.000e-04, eta: 1:06:36, time: 0.494, data_time: 0.136, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1158, loss: 1.1158 2020-06-19 15:11:05,025 - mmaction - INFO - Epoch [98][860/1879] lr: 1.000e-04, eta: 1:06:19, time: 0.585, data_time: 0.175, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1272, loss: 1.1272 2020-06-19 15:11:17,784 - mmaction - INFO - Epoch [98][880/1879] lr: 1.000e-04, eta: 1:06:02, time: 0.641, data_time: 0.047, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 1.0176, loss: 1.0176 2020-06-19 15:11:30,316 - mmaction - INFO - Epoch [98][900/1879] lr: 1.000e-04, eta: 1:05:46, time: 0.625, data_time: 0.016, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9437, loss_cls: 0.9689, loss: 0.9689 2020-06-19 15:11:41,839 - mmaction - INFO - Epoch [98][920/1879] lr: 1.000e-04, eta: 1:05:29, time: 0.577, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0604, loss: 1.0604 2020-06-19 15:11:54,458 - mmaction - INFO - Epoch [98][940/1879] lr: 1.000e-04, eta: 1:05:12, time: 0.631, data_time: 0.031, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8750, loss_cls: 1.0562, loss: 1.0562 2020-06-19 15:12:04,103 - mmaction - INFO - Epoch [98][960/1879] lr: 1.000e-04, eta: 1:04:55, time: 0.482, data_time: 0.020, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.8648, loss: 0.8648 2020-06-19 15:12:14,013 - mmaction - INFO - Epoch [98][980/1879] lr: 1.000e-04, eta: 1:04:38, time: 0.495, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0000, loss: 1.0000 2020-06-19 15:12:23,964 - mmaction - INFO - Epoch [98][1000/1879] lr: 1.000e-04, eta: 1:04:21, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0229, loss: 1.0229 2020-06-19 15:12:33,967 - mmaction - INFO - Epoch [98][1020/1879] lr: 1.000e-04, eta: 1:04:05, time: 0.499, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8625, loss_cls: 1.0635, loss: 1.0635 2020-06-19 15:12:44,220 - mmaction - INFO - Epoch [98][1040/1879] lr: 1.000e-04, eta: 1:03:48, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1761, loss: 1.1761 2020-06-19 15:12:54,100 - mmaction - INFO - Epoch [98][1060/1879] lr: 1.000e-04, eta: 1:03:31, time: 0.493, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.0571, loss: 1.0571 2020-06-19 15:13:04,188 - mmaction - INFO - Epoch [98][1080/1879] lr: 1.000e-04, eta: 1:03:14, time: 0.503, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8938, loss_cls: 1.0701, loss: 1.0701 2020-06-19 15:13:15,338 - mmaction - INFO - Epoch [98][1100/1879] lr: 1.000e-04, eta: 1:02:57, time: 0.556, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 0.9771, loss: 0.9771 2020-06-19 15:13:24,510 - mmaction - INFO - Epoch [98][1120/1879] lr: 1.000e-04, eta: 1:02:40, time: 0.462, data_time: 0.005, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.0204, loss: 1.0204 2020-06-19 15:13:34,428 - mmaction - INFO - Epoch [98][1140/1879] lr: 1.000e-04, eta: 1:02:24, time: 0.497, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0583, loss: 1.0583 2020-06-19 15:13:44,657 - mmaction - INFO - Epoch [98][1160/1879] lr: 1.000e-04, eta: 1:02:07, time: 0.511, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8724, loss: 0.8724 2020-06-19 15:13:54,578 - mmaction - INFO - Epoch [98][1180/1879] lr: 1.000e-04, eta: 1:01:50, time: 0.495, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0500, loss: 1.0500 2020-06-19 15:14:04,796 - mmaction - INFO - Epoch [98][1200/1879] lr: 1.000e-04, eta: 1:01:33, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8449, loss: 0.8449 2020-06-19 15:14:15,036 - mmaction - INFO - Epoch [98][1220/1879] lr: 1.000e-04, eta: 1:01:16, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9250, loss_cls: 1.0684, loss: 1.0684 2020-06-19 15:14:25,230 - mmaction - INFO - Epoch [98][1240/1879] lr: 1.000e-04, eta: 1:01:00, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.1812, loss: 1.1812 2020-06-19 15:14:34,716 - mmaction - INFO - Epoch [98][1260/1879] lr: 1.000e-04, eta: 1:00:43, time: 0.473, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.0537, loss: 1.0537 2020-06-19 15:14:45,274 - mmaction - INFO - Epoch [98][1280/1879] lr: 1.000e-04, eta: 1:00:26, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1988, loss: 1.1988 2020-06-19 15:14:55,162 - mmaction - INFO - Epoch [98][1300/1879] lr: 1.000e-04, eta: 1:00:09, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0611, loss: 1.0611 2020-06-19 15:15:05,129 - mmaction - INFO - Epoch [98][1320/1879] lr: 1.000e-04, eta: 0:59:52, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0197, loss: 1.0197 2020-06-19 15:15:15,054 - mmaction - INFO - Epoch [98][1340/1879] lr: 1.000e-04, eta: 0:59:35, time: 0.495, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9313, loss_cls: 0.8142, loss: 0.8142 2020-06-19 15:15:25,269 - mmaction - INFO - Epoch [98][1360/1879] lr: 1.000e-04, eta: 0:59:19, time: 0.511, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1745, loss: 1.1745 2020-06-19 15:15:35,063 - mmaction - INFO - Epoch [98][1380/1879] lr: 1.000e-04, eta: 0:59:02, time: 0.491, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0274, loss: 1.0274 2020-06-19 15:15:45,151 - mmaction - INFO - Epoch [98][1400/1879] lr: 1.000e-04, eta: 0:58:45, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9437, loss_cls: 0.8276, loss: 0.8276 2020-06-19 15:15:55,798 - mmaction - INFO - Epoch [98][1420/1879] lr: 1.000e-04, eta: 0:58:28, time: 0.530, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0768, loss: 1.0768 2020-06-19 15:16:05,693 - mmaction - INFO - Epoch [98][1440/1879] lr: 1.000e-04, eta: 0:58:11, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 0.9920, loss: 0.9920 2020-06-19 15:16:15,770 - mmaction - INFO - Epoch [98][1460/1879] lr: 1.000e-04, eta: 0:57:55, time: 0.504, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9563, loss_cls: 0.8297, loss: 0.8297 2020-06-19 15:16:25,996 - mmaction - INFO - Epoch [98][1480/1879] lr: 1.000e-04, eta: 0:57:38, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2247, loss: 1.2247 2020-06-19 15:16:36,319 - mmaction - INFO - Epoch [98][1500/1879] lr: 1.000e-04, eta: 0:57:21, time: 0.516, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.0934, loss: 1.0934 2020-06-19 15:16:46,159 - mmaction - INFO - Epoch [98][1520/1879] lr: 1.000e-04, eta: 0:57:04, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1281, loss: 1.1281 2020-06-19 15:16:56,078 - mmaction - INFO - Epoch [98][1540/1879] lr: 1.000e-04, eta: 0:56:47, time: 0.496, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9250, loss_cls: 0.9721, loss: 0.9721 2020-06-19 15:17:06,274 - mmaction - INFO - Epoch [98][1560/1879] lr: 1.000e-04, eta: 0:56:31, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0674, loss: 1.0674 2020-06-19 15:17:16,392 - mmaction - INFO - Epoch [98][1580/1879] lr: 1.000e-04, eta: 0:56:14, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7937, top5_acc: 0.8938, loss_cls: 0.9750, loss: 0.9750 2020-06-19 15:17:26,422 - mmaction - INFO - Epoch [98][1600/1879] lr: 1.000e-04, eta: 0:55:57, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9187, loss_cls: 0.8590, loss: 0.8590 2020-06-19 15:17:37,079 - mmaction - INFO - Epoch [98][1620/1879] lr: 1.000e-04, eta: 0:55:40, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0372, loss: 1.0372 2020-06-19 15:17:46,588 - mmaction - INFO - Epoch [98][1640/1879] lr: 1.000e-04, eta: 0:55:24, time: 0.476, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.0955, loss: 1.0955 2020-06-19 15:17:56,740 - mmaction - INFO - Epoch [98][1660/1879] lr: 1.000e-04, eta: 0:55:07, time: 0.507, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9499, loss: 0.9499 2020-06-19 15:18:06,730 - mmaction - INFO - Epoch [98][1680/1879] lr: 1.000e-04, eta: 0:54:50, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9365, loss: 0.9365 2020-06-19 15:18:16,700 - mmaction - INFO - Epoch [98][1700/1879] lr: 1.000e-04, eta: 0:54:33, time: 0.502, data_time: 0.004, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1923, loss: 1.1923 2020-06-19 15:18:26,874 - mmaction - INFO - Epoch [98][1720/1879] lr: 1.000e-04, eta: 0:54:16, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2308, loss: 1.2308 2020-06-19 15:18:36,705 - mmaction - INFO - Epoch [98][1740/1879] lr: 1.000e-04, eta: 0:54:00, time: 0.493, data_time: 0.004, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9563, loss_cls: 0.7402, loss: 0.7402 2020-06-19 15:18:47,343 - mmaction - INFO - Epoch [98][1760/1879] lr: 1.000e-04, eta: 0:53:43, time: 0.533, data_time: 0.015, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1748, loss: 1.1748 2020-06-19 15:18:56,958 - mmaction - INFO - Epoch [98][1780/1879] lr: 1.000e-04, eta: 0:53:26, time: 0.480, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.8791, loss: 0.8791 2020-06-19 15:19:07,612 - mmaction - INFO - Epoch [98][1800/1879] lr: 1.000e-04, eta: 0:53:09, time: 0.532, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9060, loss: 0.9060 2020-06-19 15:19:17,404 - mmaction - INFO - Epoch [98][1820/1879] lr: 1.000e-04, eta: 0:52:53, time: 0.490, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.0911, loss: 1.0911 2020-06-19 15:19:28,766 - mmaction - INFO - Epoch [98][1840/1879] lr: 1.000e-04, eta: 0:52:36, time: 0.569, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9062, loss_cls: 1.0003, loss: 1.0003 2020-06-19 15:19:37,587 - mmaction - INFO - Epoch [98][1860/1879] lr: 1.000e-04, eta: 0:52:19, time: 0.439, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2520, loss: 1.2520 2020-06-19 15:19:53,981 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-06-19 15:22:08,003 - mmaction - INFO - Epoch [99][20/1879] lr: 1.000e-04, eta: 0:51:49, time: 6.673, data_time: 6.277, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.1419, loss: 1.1419 2020-06-19 15:22:18,494 - mmaction - INFO - Epoch [99][40/1879] lr: 1.000e-04, eta: 0:51:32, time: 0.522, data_time: 0.007, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.8557, loss: 0.8557 2020-06-19 15:22:27,967 - mmaction - INFO - Epoch [99][60/1879] lr: 1.000e-04, eta: 0:51:15, time: 0.476, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0751, loss: 1.0751 2020-06-19 15:22:38,964 - mmaction - INFO - Epoch [99][80/1879] lr: 1.000e-04, eta: 0:50:58, time: 0.549, data_time: 0.001, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.3285, loss: 1.3285 2020-06-19 15:22:48,697 - mmaction - INFO - Epoch [99][100/1879] lr: 1.000e-04, eta: 0:50:42, time: 0.485, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9643, loss: 0.9643 2020-06-19 15:22:58,613 - mmaction - INFO - Epoch [99][120/1879] lr: 1.000e-04, eta: 0:50:25, time: 0.497, data_time: 0.004, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0248, loss: 1.0248 2020-06-19 15:23:09,469 - mmaction - INFO - Epoch [99][140/1879] lr: 1.000e-04, eta: 0:50:08, time: 0.543, data_time: 0.003, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1486, loss: 1.1486 2020-06-19 15:23:19,295 - mmaction - INFO - Epoch [99][160/1879] lr: 1.000e-04, eta: 0:49:51, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0581, loss: 1.0581 2020-06-19 15:23:29,840 - mmaction - INFO - Epoch [99][180/1879] lr: 1.000e-04, eta: 0:49:35, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8438, loss_cls: 1.2400, loss: 1.2400 2020-06-19 15:23:39,177 - mmaction - INFO - Epoch [99][200/1879] lr: 1.000e-04, eta: 0:49:18, time: 0.466, data_time: 0.000, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9187, loss_cls: 0.9732, loss: 0.9732 2020-06-19 15:23:49,356 - mmaction - INFO - Epoch [99][220/1879] lr: 1.000e-04, eta: 0:49:01, time: 0.508, data_time: 0.001, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2394, loss: 1.2394 2020-06-19 15:24:00,279 - mmaction - INFO - Epoch [99][240/1879] lr: 1.000e-04, eta: 0:48:44, time: 0.547, data_time: 0.002, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.1413, loss: 1.1413 2020-06-19 15:24:09,868 - mmaction - INFO - Epoch [99][260/1879] lr: 1.000e-04, eta: 0:48:28, time: 0.479, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9313, loss_cls: 0.8691, loss: 0.8691 2020-06-19 15:24:19,978 - mmaction - INFO - Epoch [99][280/1879] lr: 1.000e-04, eta: 0:48:11, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.2946, loss: 1.2946 2020-06-19 15:24:29,846 - mmaction - INFO - Epoch [99][300/1879] lr: 1.000e-04, eta: 0:47:54, time: 0.490, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9375, loss_cls: 0.8999, loss: 0.8999 2020-06-19 15:24:40,035 - mmaction - INFO - Epoch [99][320/1879] lr: 1.000e-04, eta: 0:47:37, time: 0.514, data_time: 0.008, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0607, loss: 1.0607 2020-06-19 15:24:50,270 - mmaction - INFO - Epoch [99][340/1879] lr: 1.000e-04, eta: 0:47:21, time: 0.510, data_time: 0.042, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.9628, loss: 0.9628 2020-06-19 15:25:00,696 - mmaction - INFO - Epoch [99][360/1879] lr: 1.000e-04, eta: 0:47:04, time: 0.522, data_time: 0.023, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2656, loss: 1.2656 2020-06-19 15:25:11,471 - mmaction - INFO - Epoch [99][380/1879] lr: 1.000e-04, eta: 0:46:47, time: 0.540, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1899, loss: 1.1899 2020-06-19 15:25:21,120 - mmaction - INFO - Epoch [99][400/1879] lr: 1.000e-04, eta: 0:46:30, time: 0.481, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1221, loss: 1.1221 2020-06-19 15:25:31,650 - mmaction - INFO - Epoch [99][420/1879] lr: 1.000e-04, eta: 0:46:14, time: 0.528, data_time: 0.097, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0083, loss: 1.0083 2020-06-19 15:25:41,099 - mmaction - INFO - Epoch [99][440/1879] lr: 1.000e-04, eta: 0:45:57, time: 0.471, data_time: 0.000, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1944, loss: 1.1944 2020-06-19 15:25:51,744 - mmaction - INFO - Epoch [99][460/1879] lr: 1.000e-04, eta: 0:45:40, time: 0.533, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8688, loss_cls: 1.1219, loss: 1.1219 2020-06-19 15:26:01,731 - mmaction - INFO - Epoch [99][480/1879] lr: 1.000e-04, eta: 0:45:23, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2951, loss: 1.2951 2020-06-19 15:26:12,062 - mmaction - INFO - Epoch [99][500/1879] lr: 1.000e-04, eta: 0:45:07, time: 0.515, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1347, loss: 1.1347 2020-06-19 15:26:21,655 - mmaction - INFO - Epoch [99][520/1879] lr: 1.000e-04, eta: 0:44:50, time: 0.482, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.1227, loss: 1.1227 2020-06-19 15:26:31,482 - mmaction - INFO - Epoch [99][540/1879] lr: 1.000e-04, eta: 0:44:33, time: 0.491, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0826, loss: 1.0826 2020-06-19 15:26:42,057 - mmaction - INFO - Epoch [99][560/1879] lr: 1.000e-04, eta: 0:44:16, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.0772, loss: 1.0772 2020-06-19 15:26:52,338 - mmaction - INFO - Epoch [99][580/1879] lr: 1.000e-04, eta: 0:44:00, time: 0.513, data_time: 0.055, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.1070, loss: 1.1070 2020-06-19 15:27:02,589 - mmaction - INFO - Epoch [99][600/1879] lr: 1.000e-04, eta: 0:43:43, time: 0.513, data_time: 0.078, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9563, loss_cls: 0.7851, loss: 0.7851 2020-06-19 15:27:12,645 - mmaction - INFO - Epoch [99][620/1879] lr: 1.000e-04, eta: 0:43:26, time: 0.503, data_time: 0.142, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8812, loss_cls: 1.1831, loss: 1.1831 2020-06-19 15:27:22,490 - mmaction - INFO - Epoch [99][640/1879] lr: 1.000e-04, eta: 0:43:09, time: 0.492, data_time: 0.047, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1873, loss: 1.1873 2020-06-19 15:27:32,869 - mmaction - INFO - Epoch [99][660/1879] lr: 1.000e-04, eta: 0:42:53, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0155, loss: 1.0155 2020-06-19 15:27:43,174 - mmaction - INFO - Epoch [99][680/1879] lr: 1.000e-04, eta: 0:42:36, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1251, loss: 1.1251 2020-06-19 15:27:52,530 - mmaction - INFO - Epoch [99][700/1879] lr: 1.000e-04, eta: 0:42:19, time: 0.469, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.1871, loss: 1.1871 2020-06-19 15:28:03,213 - mmaction - INFO - Epoch [99][720/1879] lr: 1.000e-04, eta: 0:42:02, time: 0.534, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0397, loss: 1.0397 2020-06-19 15:28:13,393 - mmaction - INFO - Epoch [99][740/1879] lr: 1.000e-04, eta: 0:41:46, time: 0.509, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8875, loss_cls: 1.0206, loss: 1.0206 2020-06-19 15:28:23,395 - mmaction - INFO - Epoch [99][760/1879] lr: 1.000e-04, eta: 0:41:29, time: 0.498, data_time: 0.001, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.1003, loss: 1.1003 2020-06-19 15:28:34,179 - mmaction - INFO - Epoch [99][780/1879] lr: 1.000e-04, eta: 0:41:12, time: 0.541, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9418, loss: 0.9418 2020-06-19 15:28:44,051 - mmaction - INFO - Epoch [99][800/1879] lr: 1.000e-04, eta: 0:40:56, time: 0.490, data_time: 0.000, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9073, loss: 0.9073 2020-06-19 15:28:53,878 - mmaction - INFO - Epoch [99][820/1879] lr: 1.000e-04, eta: 0:40:39, time: 0.495, data_time: 0.049, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.9756, loss: 0.9756 2020-06-19 15:29:04,008 - mmaction - INFO - Epoch [99][840/1879] lr: 1.000e-04, eta: 0:40:22, time: 0.505, data_time: 0.052, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8688, loss_cls: 1.1796, loss: 1.1796 2020-06-19 15:29:13,798 - mmaction - INFO - Epoch [99][860/1879] lr: 1.000e-04, eta: 0:40:05, time: 0.490, data_time: 0.042, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9313, loss_cls: 1.0684, loss: 1.0684 2020-06-19 15:29:24,421 - mmaction - INFO - Epoch [99][880/1879] lr: 1.000e-04, eta: 0:39:49, time: 0.532, data_time: 0.102, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1818, loss: 1.1818 2020-06-19 15:29:34,515 - mmaction - INFO - Epoch [99][900/1879] lr: 1.000e-04, eta: 0:39:32, time: 0.504, data_time: 0.019, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.0879, loss: 1.0879 2020-06-19 15:29:45,099 - mmaction - INFO - Epoch [99][920/1879] lr: 1.000e-04, eta: 0:39:15, time: 0.528, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 0.9492, loss: 0.9492 2020-06-19 15:29:55,065 - mmaction - INFO - Epoch [99][940/1879] lr: 1.000e-04, eta: 0:38:59, time: 0.501, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9212, loss: 0.9212 2020-06-19 15:30:05,064 - mmaction - INFO - Epoch [99][960/1879] lr: 1.000e-04, eta: 0:38:42, time: 0.500, data_time: 0.001, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1566, loss: 1.1566 2020-06-19 15:30:15,441 - mmaction - INFO - Epoch [99][980/1879] lr: 1.000e-04, eta: 0:38:25, time: 0.519, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 0.9653, loss: 0.9653 2020-06-19 15:30:25,772 - mmaction - INFO - Epoch [99][1000/1879] lr: 1.000e-04, eta: 0:38:09, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8750, loss_cls: 1.1445, loss: 1.1445 2020-06-19 15:30:35,665 - mmaction - INFO - Epoch [99][1020/1879] lr: 1.000e-04, eta: 0:37:52, time: 0.492, data_time: 0.000, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3358, loss: 1.3358 2020-06-19 15:30:46,024 - mmaction - INFO - Epoch [99][1040/1879] lr: 1.000e-04, eta: 0:37:35, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.7875, top5_acc: 0.8625, loss_cls: 1.0230, loss: 1.0230 2020-06-19 15:30:56,466 - mmaction - INFO - Epoch [99][1060/1879] lr: 1.000e-04, eta: 0:37:18, time: 0.522, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.1856, loss: 1.1856 2020-06-19 15:31:06,631 - mmaction - INFO - Epoch [99][1080/1879] lr: 1.000e-04, eta: 0:37:02, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0834, loss: 1.0834 2020-06-19 15:31:16,552 - mmaction - INFO - Epoch [99][1100/1879] lr: 1.000e-04, eta: 0:36:45, time: 0.494, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 0.9392, loss: 0.9392 2020-06-19 15:31:26,844 - mmaction - INFO - Epoch [99][1120/1879] lr: 1.000e-04, eta: 0:36:28, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9000, loss_cls: 0.9501, loss: 0.9501 2020-06-19 15:31:37,086 - mmaction - INFO - Epoch [99][1140/1879] lr: 1.000e-04, eta: 0:36:12, time: 0.511, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1761, loss: 1.1761 2020-06-19 15:31:46,909 - mmaction - INFO - Epoch [99][1160/1879] lr: 1.000e-04, eta: 0:35:55, time: 0.492, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9563, loss_cls: 0.8145, loss: 0.8145 2020-06-19 15:31:56,677 - mmaction - INFO - Epoch [99][1180/1879] lr: 1.000e-04, eta: 0:35:38, time: 0.489, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1868, loss: 1.1868 2020-06-19 15:32:07,287 - mmaction - INFO - Epoch [99][1200/1879] lr: 1.000e-04, eta: 0:35:22, time: 0.530, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9222, loss: 0.9222 2020-06-19 15:32:17,377 - mmaction - INFO - Epoch [99][1220/1879] lr: 1.000e-04, eta: 0:35:05, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1349, loss: 1.1349 2020-06-19 15:32:27,673 - mmaction - INFO - Epoch [99][1240/1879] lr: 1.000e-04, eta: 0:34:48, time: 0.518, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.0532, loss: 1.0532 2020-06-19 15:32:37,465 - mmaction - INFO - Epoch [99][1260/1879] lr: 1.000e-04, eta: 0:34:31, time: 0.488, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.1375, loss: 1.1375 2020-06-19 15:32:47,674 - mmaction - INFO - Epoch [99][1280/1879] lr: 1.000e-04, eta: 0:34:15, time: 0.512, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.1423, loss: 1.1423 2020-06-19 15:32:57,827 - mmaction - INFO - Epoch [99][1300/1879] lr: 1.000e-04, eta: 0:33:58, time: 0.506, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 1.0000, loss: 1.0000 2020-06-19 15:33:07,813 - mmaction - INFO - Epoch [99][1320/1879] lr: 1.000e-04, eta: 0:33:41, time: 0.500, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1511, loss: 1.1511 2020-06-19 15:33:17,999 - mmaction - INFO - Epoch [99][1340/1879] lr: 1.000e-04, eta: 0:33:25, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2150, loss: 1.2150 2020-06-19 15:33:28,387 - mmaction - INFO - Epoch [99][1360/1879] lr: 1.000e-04, eta: 0:33:08, time: 0.519, data_time: 0.002, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1883, loss: 1.1883 2020-06-19 15:33:38,023 - mmaction - INFO - Epoch [99][1380/1879] lr: 1.000e-04, eta: 0:32:51, time: 0.482, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0287, loss: 1.0287 2020-06-19 15:33:48,380 - mmaction - INFO - Epoch [99][1400/1879] lr: 1.000e-04, eta: 0:32:35, time: 0.516, data_time: 0.002, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1069, loss: 1.1069 2020-06-19 15:33:58,158 - mmaction - INFO - Epoch [99][1420/1879] lr: 1.000e-04, eta: 0:32:18, time: 0.492, data_time: 0.004, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0234, loss: 1.0234 2020-06-19 15:34:08,418 - mmaction - INFO - Epoch [99][1440/1879] lr: 1.000e-04, eta: 0:32:01, time: 0.512, data_time: 0.001, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9187, loss_cls: 0.9810, loss: 0.9810 2020-06-19 15:34:18,512 - mmaction - INFO - Epoch [99][1460/1879] lr: 1.000e-04, eta: 0:31:45, time: 0.506, data_time: 0.002, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.2037, loss: 1.2037 2020-06-19 15:34:28,456 - mmaction - INFO - Epoch [99][1480/1879] lr: 1.000e-04, eta: 0:31:28, time: 0.493, data_time: 0.001, memory: 5168, top1_acc: 0.7875, top5_acc: 0.8875, loss_cls: 0.9066, loss: 0.9066 2020-06-19 15:34:38,200 - mmaction - INFO - Epoch [99][1500/1879] lr: 1.000e-04, eta: 0:31:11, time: 0.489, data_time: 0.005, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2078, loss: 1.2078 2020-06-19 15:34:48,404 - mmaction - INFO - Epoch [99][1520/1879] lr: 1.000e-04, eta: 0:30:55, time: 0.510, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0581, loss: 1.0581 2020-06-19 15:34:58,881 - mmaction - INFO - Epoch [99][1540/1879] lr: 1.000e-04, eta: 0:30:38, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0221, loss: 1.0221 2020-06-19 15:35:08,766 - mmaction - INFO - Epoch [99][1560/1879] lr: 1.000e-04, eta: 0:30:21, time: 0.493, data_time: 0.047, memory: 5168, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3151, loss: 1.3151 2020-06-19 15:35:18,866 - mmaction - INFO - Epoch [99][1580/1879] lr: 1.000e-04, eta: 0:30:05, time: 0.504, data_time: 0.158, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0061, loss: 1.0061 2020-06-19 15:35:28,567 - mmaction - INFO - Epoch [99][1600/1879] lr: 1.000e-04, eta: 0:29:48, time: 0.485, data_time: 0.091, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 0.9841, loss: 0.9841 2020-06-19 15:35:39,280 - mmaction - INFO - Epoch [99][1620/1879] lr: 1.000e-04, eta: 0:29:31, time: 0.538, data_time: 0.109, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0377, loss: 1.0377 2020-06-19 15:35:49,104 - mmaction - INFO - Epoch [99][1640/1879] lr: 1.000e-04, eta: 0:29:15, time: 0.491, data_time: 0.044, memory: 5168, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2457, loss: 1.2457 2020-06-19 15:35:59,739 - mmaction - INFO - Epoch [99][1660/1879] lr: 1.000e-04, eta: 0:28:58, time: 0.529, data_time: 0.011, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1293, loss: 1.1293 2020-06-19 15:36:08,956 - mmaction - INFO - Epoch [99][1680/1879] lr: 1.000e-04, eta: 0:28:41, time: 0.462, data_time: 0.015, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 0.9653, loss: 0.9653 2020-06-19 15:36:19,257 - mmaction - INFO - Epoch [99][1700/1879] lr: 1.000e-04, eta: 0:28:25, time: 0.516, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9697, loss: 0.9697 2020-06-19 15:36:29,366 - mmaction - INFO - Epoch [99][1720/1879] lr: 1.000e-04, eta: 0:28:08, time: 0.504, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1330, loss: 1.1330 2020-06-19 15:36:40,065 - mmaction - INFO - Epoch [99][1740/1879] lr: 1.000e-04, eta: 0:27:52, time: 0.534, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9187, loss_cls: 0.9293, loss: 0.9293 2020-06-19 15:36:50,026 - mmaction - INFO - Epoch [99][1760/1879] lr: 1.000e-04, eta: 0:27:35, time: 0.500, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1514, loss: 1.1514 2020-06-19 15:37:00,166 - mmaction - INFO - Epoch [99][1780/1879] lr: 1.000e-04, eta: 0:27:18, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 0.9676, loss: 0.9676 2020-06-19 15:37:10,549 - mmaction - INFO - Epoch [99][1800/1879] lr: 1.000e-04, eta: 0:27:02, time: 0.520, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1875, loss: 1.1875 2020-06-19 15:37:20,298 - mmaction - INFO - Epoch [99][1820/1879] lr: 1.000e-04, eta: 0:26:45, time: 0.487, data_time: 0.002, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3186, loss: 1.3186 2020-06-19 15:37:30,871 - mmaction - INFO - Epoch [99][1840/1879] lr: 1.000e-04, eta: 0:26:28, time: 0.528, data_time: 0.028, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.9062, loss: 0.9062 2020-06-19 15:37:41,247 - mmaction - INFO - Epoch [99][1860/1879] lr: 1.000e-04, eta: 0:26:12, time: 0.518, data_time: 0.076, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8500, loss_cls: 1.1742, loss: 1.1742 2020-06-19 15:37:56,170 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-06-19 15:40:07,126 - mmaction - INFO - Epoch [100][20/1879] lr: 1.000e-04, eta: 0:25:40, time: 6.459, data_time: 5.901, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.8982, loss: 0.8982 2020-06-19 15:40:16,994 - mmaction - INFO - Epoch [100][40/1879] lr: 1.000e-04, eta: 0:25:24, time: 0.496, data_time: 0.015, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0233, loss: 1.0233 2020-06-19 15:40:27,067 - mmaction - INFO - Epoch [100][60/1879] lr: 1.000e-04, eta: 0:25:07, time: 0.503, data_time: 0.000, memory: 5168, top1_acc: 0.8125, top5_acc: 0.9187, loss_cls: 0.8043, loss: 0.8043 2020-06-19 15:40:37,634 - mmaction - INFO - Epoch [100][80/1879] lr: 1.000e-04, eta: 0:24:50, time: 0.529, data_time: 0.001, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1846, loss: 1.1846 2020-06-19 15:40:48,191 - mmaction - INFO - Epoch [100][100/1879] lr: 1.000e-04, eta: 0:24:34, time: 0.528, data_time: 0.000, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1836, loss: 1.1836 2020-06-19 15:40:57,469 - mmaction - INFO - Epoch [100][120/1879] lr: 1.000e-04, eta: 0:24:17, time: 0.461, data_time: 0.046, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2740, loss: 1.2740 2020-06-19 15:41:07,826 - mmaction - INFO - Epoch [100][140/1879] lr: 1.000e-04, eta: 0:24:01, time: 0.519, data_time: 0.165, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2584, loss: 1.2584 2020-06-19 15:41:18,075 - mmaction - INFO - Epoch [100][160/1879] lr: 1.000e-04, eta: 0:23:44, time: 0.511, data_time: 0.088, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2131, loss: 1.2131 2020-06-19 15:41:27,976 - mmaction - INFO - Epoch [100][180/1879] lr: 1.000e-04, eta: 0:23:27, time: 0.495, data_time: 0.030, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3557, loss: 1.3557 2020-06-19 15:41:38,201 - mmaction - INFO - Epoch [100][200/1879] lr: 1.000e-04, eta: 0:23:11, time: 0.512, data_time: 0.102, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 1.0679, loss: 1.0679 2020-06-19 15:41:48,617 - mmaction - INFO - Epoch [100][220/1879] lr: 1.000e-04, eta: 0:22:54, time: 0.519, data_time: 0.130, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 1.0411, loss: 1.0411 2020-06-19 15:41:59,060 - mmaction - INFO - Epoch [100][240/1879] lr: 1.000e-04, eta: 0:22:37, time: 0.524, data_time: 0.177, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0655, loss: 1.0655 2020-06-19 15:42:09,242 - mmaction - INFO - Epoch [100][260/1879] lr: 1.000e-04, eta: 0:22:21, time: 0.507, data_time: 0.136, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 1.0305, loss: 1.0305 2020-06-19 15:42:19,327 - mmaction - INFO - Epoch [100][280/1879] lr: 1.000e-04, eta: 0:22:04, time: 0.504, data_time: 0.037, memory: 5168, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1911, loss: 1.1911 2020-06-19 15:42:29,602 - mmaction - INFO - Epoch [100][300/1879] lr: 1.000e-04, eta: 0:21:48, time: 0.516, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.9375, loss_cls: 1.0611, loss: 1.0611 2020-06-19 15:42:40,616 - mmaction - INFO - Epoch [100][320/1879] lr: 1.000e-04, eta: 0:21:31, time: 0.550, data_time: 0.006, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9062, loss_cls: 1.0156, loss: 1.0156 2020-06-19 15:42:50,568 - mmaction - INFO - Epoch [100][340/1879] lr: 1.000e-04, eta: 0:21:14, time: 0.499, data_time: 0.002, memory: 5168, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8452, loss: 0.8452 2020-06-19 15:42:59,480 - mmaction - INFO - Epoch [100][360/1879] lr: 1.000e-04, eta: 0:20:58, time: 0.445, data_time: 0.032, memory: 5168, top1_acc: 0.8500, top5_acc: 0.9313, loss_cls: 0.7167, loss: 0.7167 2020-06-19 15:43:09,585 - mmaction - INFO - Epoch [100][380/1879] lr: 1.000e-04, eta: 0:20:41, time: 0.504, data_time: 0.114, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1352, loss: 1.1352 2020-06-19 15:43:20,208 - mmaction - INFO - Epoch [100][400/1879] lr: 1.000e-04, eta: 0:20:24, time: 0.533, data_time: 0.021, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0533, loss: 1.0533 2020-06-19 15:43:29,680 - mmaction - INFO - Epoch [100][420/1879] lr: 1.000e-04, eta: 0:20:08, time: 0.472, data_time: 0.013, memory: 5168, top1_acc: 0.8063, top5_acc: 0.9375, loss_cls: 0.8221, loss: 0.8221 2020-06-19 15:43:40,310 - mmaction - INFO - Epoch [100][440/1879] lr: 1.000e-04, eta: 0:19:51, time: 0.530, data_time: 0.106, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9250, loss_cls: 0.9032, loss: 0.9032 2020-06-19 15:43:50,229 - mmaction - INFO - Epoch [100][460/1879] lr: 1.000e-04, eta: 0:19:35, time: 0.498, data_time: 0.004, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0178, loss: 1.0178 2020-06-19 15:44:00,520 - mmaction - INFO - Epoch [100][480/1879] lr: 1.000e-04, eta: 0:19:18, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1824, loss: 1.1824 2020-06-19 15:44:10,815 - mmaction - INFO - Epoch [100][500/1879] lr: 1.000e-04, eta: 0:19:01, time: 0.517, data_time: 0.004, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8938, loss_cls: 1.0784, loss: 1.0784 2020-06-19 15:44:20,471 - mmaction - INFO - Epoch [100][520/1879] lr: 1.000e-04, eta: 0:18:45, time: 0.484, data_time: 0.001, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8938, loss_cls: 0.9907, loss: 0.9907 2020-06-19 15:44:31,502 - mmaction - INFO - Epoch [100][540/1879] lr: 1.000e-04, eta: 0:18:28, time: 0.551, data_time: 0.026, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 1.0250, loss: 1.0250 2020-06-19 15:44:41,846 - mmaction - INFO - Epoch [100][560/1879] lr: 1.000e-04, eta: 0:18:12, time: 0.517, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2102, loss: 1.2102 2020-06-19 15:44:53,510 - mmaction - INFO - Epoch [100][580/1879] lr: 1.000e-04, eta: 0:17:55, time: 0.581, data_time: 0.001, memory: 5168, top1_acc: 0.8000, top5_acc: 0.9125, loss_cls: 0.8715, loss: 0.8715 2020-06-19 15:45:05,294 - mmaction - INFO - Epoch [100][600/1879] lr: 1.000e-04, eta: 0:17:38, time: 0.590, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 1.0127, loss: 1.0127 2020-06-19 15:45:17,614 - mmaction - INFO - Epoch [100][620/1879] lr: 1.000e-04, eta: 0:17:22, time: 0.618, data_time: 0.002, memory: 5168, top1_acc: 0.7562, top5_acc: 0.8812, loss_cls: 1.1041, loss: 1.1041 2020-06-19 15:45:31,271 - mmaction - INFO - Epoch [100][640/1879] lr: 1.000e-04, eta: 0:17:05, time: 0.680, data_time: 0.000, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9187, loss_cls: 0.9839, loss: 0.9839 2020-06-19 15:45:42,002 - mmaction - INFO - Epoch [100][660/1879] lr: 1.000e-04, eta: 0:16:49, time: 0.539, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8875, loss_cls: 1.0612, loss: 1.0612 2020-06-19 15:45:52,512 - mmaction - INFO - Epoch [100][680/1879] lr: 1.000e-04, eta: 0:16:32, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1185, loss: 1.1185 2020-06-19 15:46:03,137 - mmaction - INFO - Epoch [100][700/1879] lr: 1.000e-04, eta: 0:16:15, time: 0.529, data_time: 0.000, memory: 5168, top1_acc: 0.7438, top5_acc: 0.8812, loss_cls: 1.1351, loss: 1.1351 2020-06-19 15:46:13,078 - mmaction - INFO - Epoch [100][720/1879] lr: 1.000e-04, eta: 0:15:59, time: 0.497, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2448, loss: 1.2448 2020-06-19 15:46:23,396 - mmaction - INFO - Epoch [100][740/1879] lr: 1.000e-04, eta: 0:15:42, time: 0.518, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1442, loss: 1.1442 2020-06-19 15:46:33,234 - mmaction - INFO - Epoch [100][760/1879] lr: 1.000e-04, eta: 0:15:26, time: 0.492, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8562, loss_cls: 1.1926, loss: 1.1926 2020-06-19 15:46:42,911 - mmaction - INFO - Epoch [100][780/1879] lr: 1.000e-04, eta: 0:15:09, time: 0.483, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.1449, loss: 1.1449 2020-06-19 15:46:52,963 - mmaction - INFO - Epoch [100][800/1879] lr: 1.000e-04, eta: 0:14:52, time: 0.503, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0468, loss: 1.0468 2020-06-19 15:47:03,827 - mmaction - INFO - Epoch [100][820/1879] lr: 1.000e-04, eta: 0:14:36, time: 0.544, data_time: 0.002, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2630, loss: 1.2630 2020-06-19 15:47:13,984 - mmaction - INFO - Epoch [100][840/1879] lr: 1.000e-04, eta: 0:14:19, time: 0.506, data_time: 0.000, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2825, loss: 1.2825 2020-06-19 15:47:23,306 - mmaction - INFO - Epoch [100][860/1879] lr: 1.000e-04, eta: 0:14:03, time: 0.466, data_time: 0.003, memory: 5168, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2473, loss: 1.2473 2020-06-19 15:47:33,464 - mmaction - INFO - Epoch [100][880/1879] lr: 1.000e-04, eta: 0:13:46, time: 0.509, data_time: 0.002, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9125, loss_cls: 0.8907, loss: 0.8907 2020-06-19 15:47:43,578 - mmaction - INFO - Epoch [100][900/1879] lr: 1.000e-04, eta: 0:13:29, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0453, loss: 1.0453 2020-06-19 15:47:53,109 - mmaction - INFO - Epoch [100][920/1879] lr: 1.000e-04, eta: 0:13:13, time: 0.476, data_time: 0.002, memory: 5168, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8363, loss: 0.8363 2020-06-19 15:48:02,832 - mmaction - INFO - Epoch [100][940/1879] lr: 1.000e-04, eta: 0:12:56, time: 0.488, data_time: 0.003, memory: 5168, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0797, loss: 1.0797 2020-06-19 15:48:13,152 - mmaction - INFO - Epoch [100][960/1879] lr: 1.000e-04, eta: 0:12:40, time: 0.514, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9839, loss: 0.9839 2020-06-19 15:48:23,029 - mmaction - INFO - Epoch [100][980/1879] lr: 1.000e-04, eta: 0:12:23, time: 0.493, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9090, loss: 0.9090 2020-06-19 15:48:33,312 - mmaction - INFO - Epoch [100][1000/1879] lr: 1.000e-04, eta: 0:12:07, time: 0.517, data_time: 0.004, memory: 5168, top1_acc: 0.7063, top5_acc: 0.9187, loss_cls: 1.0617, loss: 1.0617 2020-06-19 15:48:42,992 - mmaction - INFO - Epoch [100][1020/1879] lr: 1.000e-04, eta: 0:11:50, time: 0.482, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9062, loss_cls: 0.8573, loss: 0.8573 2020-06-19 15:48:53,565 - mmaction - INFO - Epoch [100][1040/1879] lr: 1.000e-04, eta: 0:11:33, time: 0.531, data_time: 0.003, memory: 5168, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.2270, loss: 1.2270 2020-06-19 15:49:03,839 - mmaction - INFO - Epoch [100][1060/1879] lr: 1.000e-04, eta: 0:11:17, time: 0.512, data_time: 0.026, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0967, loss: 1.0967 2020-06-19 15:49:13,406 - mmaction - INFO - Epoch [100][1080/1879] lr: 1.000e-04, eta: 0:11:00, time: 0.479, data_time: 0.014, memory: 5168, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2518, loss: 1.2518 2020-06-19 15:49:24,092 - mmaction - INFO - Epoch [100][1100/1879] lr: 1.000e-04, eta: 0:10:44, time: 0.536, data_time: 0.005, memory: 5168, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.1405, loss: 1.1405 2020-06-19 15:49:34,142 - mmaction - INFO - Epoch [100][1120/1879] lr: 1.000e-04, eta: 0:10:27, time: 0.501, data_time: 0.000, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 1.0067, loss: 1.0067 2020-06-19 15:49:43,748 - mmaction - INFO - Epoch [100][1140/1879] lr: 1.000e-04, eta: 0:10:11, time: 0.482, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9313, loss_cls: 0.9485, loss: 0.9485 2020-06-19 15:49:53,808 - mmaction - INFO - Epoch [100][1160/1879] lr: 1.000e-04, eta: 0:09:54, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9187, loss_cls: 0.9555, loss: 0.9555 2020-06-19 15:50:03,859 - mmaction - INFO - Epoch [100][1180/1879] lr: 1.000e-04, eta: 0:09:37, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8625, loss_cls: 1.0266, loss: 1.0266 2020-06-19 15:50:13,917 - mmaction - INFO - Epoch [100][1200/1879] lr: 1.000e-04, eta: 0:09:21, time: 0.505, data_time: 0.003, memory: 5168, top1_acc: 0.7188, top5_acc: 0.9313, loss_cls: 1.0392, loss: 1.0392 2020-06-19 15:50:23,520 - mmaction - INFO - Epoch [100][1220/1879] lr: 1.000e-04, eta: 0:09:04, time: 0.479, data_time: 0.008, memory: 5168, top1_acc: 0.6937, top5_acc: 0.9125, loss_cls: 1.1453, loss: 1.1453 2020-06-19 15:50:33,859 - mmaction - INFO - Epoch [100][1240/1879] lr: 1.000e-04, eta: 0:08:48, time: 0.518, data_time: 0.005, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0102, loss: 1.0102 2020-06-19 15:50:43,652 - mmaction - INFO - Epoch [100][1260/1879] lr: 1.000e-04, eta: 0:08:31, time: 0.489, data_time: 0.002, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 1.0352, loss: 1.0352 2020-06-19 15:50:53,906 - mmaction - INFO - Epoch [100][1280/1879] lr: 1.000e-04, eta: 0:08:15, time: 0.513, data_time: 0.003, memory: 5168, top1_acc: 0.7688, top5_acc: 0.8688, loss_cls: 1.2532, loss: 1.2532 2020-06-19 15:51:03,282 - mmaction - INFO - Epoch [100][1300/1879] lr: 1.000e-04, eta: 0:07:58, time: 0.470, data_time: 0.002, memory: 5168, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0721, loss: 1.0721 2020-06-19 15:51:13,871 - mmaction - INFO - Epoch [100][1320/1879] lr: 1.000e-04, eta: 0:07:42, time: 0.527, data_time: 0.001, memory: 5168, top1_acc: 0.7562, top5_acc: 0.9125, loss_cls: 0.9282, loss: 0.9282 2020-06-19 15:51:24,275 - mmaction - INFO - Epoch [100][1340/1879] lr: 1.000e-04, eta: 0:07:25, time: 0.520, data_time: 0.003, memory: 5168, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.4438, loss: 1.4438 2020-06-19 15:51:34,656 - mmaction - INFO - Epoch [100][1360/1879] lr: 1.000e-04, eta: 0:07:08, time: 0.521, data_time: 0.004, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9500, loss_cls: 0.7840, loss: 0.7840 2020-06-19 15:51:44,310 - mmaction - INFO - Epoch [100][1380/1879] lr: 1.000e-04, eta: 0:06:52, time: 0.484, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.9483, loss: 0.9483 2020-06-19 15:51:54,871 - mmaction - INFO - Epoch [100][1400/1879] lr: 1.000e-04, eta: 0:06:35, time: 0.526, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.9062, loss_cls: 0.9757, loss: 0.9757 2020-06-19 15:52:04,039 - mmaction - INFO - Epoch [100][1420/1879] lr: 1.000e-04, eta: 0:06:19, time: 0.461, data_time: 0.003, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.1422, loss: 1.1422 2020-06-19 15:52:14,148 - mmaction - INFO - Epoch [100][1440/1879] lr: 1.000e-04, eta: 0:06:02, time: 0.505, data_time: 0.001, memory: 5168, top1_acc: 0.7500, top5_acc: 0.8812, loss_cls: 1.0095, loss: 1.0095 2020-06-19 15:52:24,067 - mmaction - INFO - Epoch [100][1460/1879] lr: 1.000e-04, eta: 0:05:46, time: 0.495, data_time: 0.001, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1389, loss: 1.1389 2020-06-19 15:52:34,099 - mmaction - INFO - Epoch [100][1480/1879] lr: 1.000e-04, eta: 0:05:29, time: 0.501, data_time: 0.002, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0167, loss: 1.0167 2020-06-19 15:52:44,082 - mmaction - INFO - Epoch [100][1500/1879] lr: 1.000e-04, eta: 0:05:13, time: 0.499, data_time: 0.021, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9309, loss: 0.9309 2020-06-19 15:52:54,007 - mmaction - INFO - Epoch [100][1520/1879] lr: 1.000e-04, eta: 0:04:56, time: 0.498, data_time: 0.002, memory: 5168, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8536, loss: 0.8536 2020-06-19 15:53:04,242 - mmaction - INFO - Epoch [100][1540/1879] lr: 1.000e-04, eta: 0:04:40, time: 0.510, data_time: 0.001, memory: 5168, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1362, loss: 1.1362 2020-06-19 15:53:13,913 - mmaction - INFO - Epoch [100][1560/1879] lr: 1.000e-04, eta: 0:04:23, time: 0.485, data_time: 0.003, memory: 5168, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0318, loss: 1.0318 2020-06-19 15:53:24,530 - mmaction - INFO - Epoch [100][1580/1879] lr: 1.000e-04, eta: 0:04:06, time: 0.531, data_time: 0.002, memory: 5168, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.1412, loss: 1.1412 2020-06-19 15:53:34,774 - mmaction - INFO - Epoch [100][1600/1879] lr: 1.000e-04, eta: 0:03:50, time: 0.513, data_time: 0.002, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2130, loss: 1.2130 2020-06-19 15:53:45,259 - mmaction - INFO - Epoch [100][1620/1879] lr: 1.000e-04, eta: 0:03:33, time: 0.524, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0936, loss: 1.0936 2020-06-19 15:53:55,073 - mmaction - INFO - Epoch [100][1640/1879] lr: 1.000e-04, eta: 0:03:17, time: 0.492, data_time: 0.003, memory: 5168, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2920, loss: 1.2920 2020-06-19 15:54:04,946 - mmaction - INFO - Epoch [100][1660/1879] lr: 1.000e-04, eta: 0:03:00, time: 0.493, data_time: 0.001, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1635, loss: 1.1635 2020-06-19 15:54:15,236 - mmaction - INFO - Epoch [100][1680/1879] lr: 1.000e-04, eta: 0:02:44, time: 0.514, data_time: 0.007, memory: 5168, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2060, loss: 1.2060 2020-06-19 15:54:25,294 - mmaction - INFO - Epoch [100][1700/1879] lr: 1.000e-04, eta: 0:02:27, time: 0.502, data_time: 0.001, memory: 5168, top1_acc: 0.7812, top5_acc: 0.9500, loss_cls: 0.7416, loss: 0.7416 2020-06-19 15:54:35,373 - mmaction - INFO - Epoch [100][1720/1879] lr: 1.000e-04, eta: 0:02:11, time: 0.505, data_time: 0.002, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1301, loss: 1.1301 2020-06-19 15:54:45,805 - mmaction - INFO - Epoch [100][1740/1879] lr: 1.000e-04, eta: 0:01:54, time: 0.520, data_time: 0.001, memory: 5168, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2632, loss: 1.2632 2020-06-19 15:54:55,470 - mmaction - INFO - Epoch [100][1760/1879] lr: 1.000e-04, eta: 0:01:38, time: 0.484, data_time: 0.003, memory: 5168, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1733, loss: 1.1733 2020-06-19 15:55:06,405 - mmaction - INFO - Epoch [100][1780/1879] lr: 1.000e-04, eta: 0:01:21, time: 0.549, data_time: 0.003, memory: 5168, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.2387, loss: 1.2387 2020-06-19 15:55:16,930 - mmaction - INFO - Epoch [100][1800/1879] lr: 1.000e-04, eta: 0:01:05, time: 0.526, data_time: 0.003, memory: 5168, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1775, loss: 1.1775 2020-06-19 15:55:27,229 - mmaction - INFO - Epoch [100][1820/1879] lr: 1.000e-04, eta: 0:00:48, time: 0.514, data_time: 0.001, memory: 5168, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 1.0674, loss: 1.0674 2020-06-19 15:55:37,010 - mmaction - INFO - Epoch [100][1840/1879] lr: 1.000e-04, eta: 0:00:32, time: 0.488, data_time: 0.002, memory: 5168, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8530, loss: 0.8530 2020-06-19 15:55:47,425 - mmaction - INFO - Epoch [100][1860/1879] lr: 1.000e-04, eta: 0:00:15, time: 0.523, data_time: 0.003, memory: 5168, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0840, loss: 1.0840 2020-06-19 15:56:05,081 - mmaction - INFO - Saving checkpoint at 100 epochs