2020-07-01 18:17:03,322 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/platform/dep/cuda-9.0-cudnn7.6 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 5.3.0 PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 0.5.9 MMAction: 0.1.0+0855fb8 ------------------------------------------------------------ 2020-07-01 18:17:03,322 - mmaction - INFO - Distributed training: True 2020-07-01 18:17:03,323 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/slowonly_debug/mmaction-lite/configs/recognition/slowonly/slowonly_r50_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, lateral=False, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' # data_root = 'data/kinetics400/rawframes_train/' # data_root_val = 'data/kinetics400/rawframes_val/' # ann_file_train = 'data/kinetics400/kinetics_train_list.txt' # ann_file_val = 'data/kinetics400/kinetics_val_list.txt' # ann_file_test = 'data/kinetics400/kinetics_val_list.txt' data_root = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = '/mnt/lustre/DATAshare2/kinetics_train_list_hd320.txt' ann_file_val = '/mnt/lustre/DATAshare2/kinetics_val_list_hd320.txt' ann_file_test =ann_file_val img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=4, frame_interval=16, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=1, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=16, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.4, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0, warmup_ratio=0.01, warmup='linear', warmup_by_epoch=True, warmup_iters=34) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowonly_r50_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-01 18:17:09,040 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-39, work_dir: /mnt/lustre/xusu/refactor/slowonly_debug/mmaction-lite/work_dirs/so_4x16_withwarm 2020-07-01 18:17:09,041 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-01 18:17:25,394 - mmaction - INFO - Epoch [1][20/940] lr: 4.235e-03, eta: 2 days, 6:28:49, time: 0.815, data_time: 0.195, memory: 6328, top1_acc: 0.0031, top5_acc: 0.0156, loss_cls: 6.0128, loss: 6.0128 2020-07-01 18:17:34,263 - mmaction - INFO - Epoch [1][40/940] lr: 4.483e-03, eta: 1 day, 18:07:43, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.0031, top5_acc: 0.0187, loss_cls: 5.9565, loss: 5.9565 2020-07-01 18:17:43,095 - mmaction - INFO - Epoch [1][60/940] lr: 4.731e-03, eta: 1 day, 13:54:12, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.0094, top5_acc: 0.0563, loss_cls: 5.8705, loss: 5.8705 2020-07-01 18:17:51,889 - mmaction - INFO - Epoch [1][80/940] lr: 4.979e-03, eta: 1 day, 11:46:35, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0094, top5_acc: 0.0375, loss_cls: 5.8741, loss: 5.8741 2020-07-01 18:18:00,708 - mmaction - INFO - Epoch [1][100/940] lr: 5.227e-03, eta: 1 day, 10:30:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0125, top5_acc: 0.0469, loss_cls: 5.8429, loss: 5.8429 2020-07-01 18:18:09,506 - mmaction - INFO - Epoch [1][120/940] lr: 5.474e-03, eta: 1 day, 9:39:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0781, loss_cls: 5.7466, loss: 5.7466 2020-07-01 18:18:18,329 - mmaction - INFO - Epoch [1][140/940] lr: 5.722e-03, eta: 1 day, 9:03:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.0125, top5_acc: 0.0594, loss_cls: 5.7328, loss: 5.7328 2020-07-01 18:18:27,208 - mmaction - INFO - Epoch [1][160/940] lr: 5.970e-03, eta: 1 day, 8:37:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0187, top5_acc: 0.0531, loss_cls: 5.7855, loss: 5.7855 2020-07-01 18:18:36,048 - mmaction - INFO - Epoch [1][180/940] lr: 6.218e-03, eta: 1 day, 8:16:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0219, top5_acc: 0.0750, loss_cls: 5.6992, loss: 5.6992 2020-07-01 18:18:44,860 - mmaction - INFO - Epoch [1][200/940] lr: 6.466e-03, eta: 1 day, 7:59:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0156, top5_acc: 0.0500, loss_cls: 5.6952, loss: 5.6952 2020-07-01 18:18:53,679 - mmaction - INFO - Epoch [1][220/940] lr: 6.714e-03, eta: 1 day, 7:45:37, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0875, loss_cls: 5.6804, loss: 5.6804 2020-07-01 18:19:02,464 - mmaction - INFO - Epoch [1][240/940] lr: 6.961e-03, eta: 1 day, 7:33:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.0156, top5_acc: 0.0594, loss_cls: 5.6448, loss: 5.6448 2020-07-01 18:19:11,340 - mmaction - INFO - Epoch [1][260/940] lr: 7.209e-03, eta: 1 day, 7:24:05, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0250, top5_acc: 0.0813, loss_cls: 5.6181, loss: 5.6181 2020-07-01 18:19:20,178 - mmaction - INFO - Epoch [1][280/940] lr: 7.457e-03, eta: 1 day, 7:15:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0156, top5_acc: 0.0875, loss_cls: 5.6115, loss: 5.6115 2020-07-01 18:19:29,018 - mmaction - INFO - Epoch [1][300/940] lr: 7.705e-03, eta: 1 day, 7:08:44, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0844, loss_cls: 5.6089, loss: 5.6089 2020-07-01 18:19:37,841 - mmaction - INFO - Epoch [1][320/940] lr: 7.953e-03, eta: 1 day, 7:02:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0250, top5_acc: 0.0969, loss_cls: 5.5633, loss: 5.5633 2020-07-01 18:19:46,711 - mmaction - INFO - Epoch [1][340/940] lr: 8.200e-03, eta: 1 day, 6:57:03, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0250, top5_acc: 0.0844, loss_cls: 5.5452, loss: 5.5452 2020-07-01 18:19:55,562 - mmaction - INFO - Epoch [1][360/940] lr: 8.448e-03, eta: 1 day, 6:52:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0938, loss_cls: 5.5582, loss: 5.5582 2020-07-01 18:20:04,432 - mmaction - INFO - Epoch [1][380/940] lr: 8.696e-03, eta: 1 day, 6:47:52, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0375, top5_acc: 0.0906, loss_cls: 5.5784, loss: 5.5784 2020-07-01 18:20:13,361 - mmaction - INFO - Epoch [1][400/940] lr: 8.944e-03, eta: 1 day, 6:44:50, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0875, loss_cls: 5.4712, loss: 5.4712 2020-07-01 18:20:22,178 - mmaction - INFO - Epoch [1][420/940] lr: 9.192e-03, eta: 1 day, 6:40:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1250, loss_cls: 5.5337, loss: 5.5337 2020-07-01 18:20:31,116 - mmaction - INFO - Epoch [1][440/940] lr: 9.439e-03, eta: 1 day, 6:38:27, time: 0.447, data_time: 0.008, memory: 6328, top1_acc: 0.0281, top5_acc: 0.0938, loss_cls: 5.5480, loss: 5.5480 2020-07-01 18:20:42,099 - mmaction - INFO - Epoch [1][460/940] lr: 9.687e-03, eta: 1 day, 6:53:53, time: 0.549, data_time: 0.009, memory: 6328, top1_acc: 0.0375, top5_acc: 0.0813, loss_cls: 5.5413, loss: 5.5413 2020-07-01 18:20:51,464 - mmaction - INFO - Epoch [1][480/940] lr: 9.935e-03, eta: 1 day, 6:54:39, time: 0.469, data_time: 0.031, memory: 6328, top1_acc: 0.0219, top5_acc: 0.1094, loss_cls: 5.5701, loss: 5.5701 2020-07-01 18:21:00,310 - mmaction - INFO - Epoch [1][500/940] lr: 1.018e-02, eta: 1 day, 6:50:59, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.0281, top5_acc: 0.0875, loss_cls: 5.5292, loss: 5.5292 2020-07-01 18:21:09,147 - mmaction - INFO - Epoch [1][520/940] lr: 1.043e-02, eta: 1 day, 6:47:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1125, loss_cls: 5.5092, loss: 5.5092 2020-07-01 18:21:17,987 - mmaction - INFO - Epoch [1][540/940] lr: 1.068e-02, eta: 1 day, 6:44:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.0844, loss_cls: 5.5967, loss: 5.5967 2020-07-01 18:21:26,833 - mmaction - INFO - Epoch [1][560/940] lr: 1.093e-02, eta: 1 day, 6:41:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0969, loss_cls: 5.4442, loss: 5.4442 2020-07-01 18:21:35,647 - mmaction - INFO - Epoch [1][580/940] lr: 1.117e-02, eta: 1 day, 6:38:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0187, top5_acc: 0.1000, loss_cls: 5.4336, loss: 5.4336 2020-07-01 18:21:44,436 - mmaction - INFO - Epoch [1][600/940] lr: 1.142e-02, eta: 1 day, 6:36:10, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.0875, loss_cls: 5.5646, loss: 5.5646 2020-07-01 18:21:53,271 - mmaction - INFO - Epoch [1][620/940] lr: 1.167e-02, eta: 1 day, 6:33:48, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.0375, top5_acc: 0.0969, loss_cls: 5.4641, loss: 5.4641 2020-07-01 18:22:02,071 - mmaction - INFO - Epoch [1][640/940] lr: 1.192e-02, eta: 1 day, 6:31:15, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.0094, top5_acc: 0.0844, loss_cls: 5.5406, loss: 5.5406 2020-07-01 18:22:10,912 - mmaction - INFO - Epoch [1][660/940] lr: 1.217e-02, eta: 1 day, 6:29:13, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1406, loss_cls: 5.3704, loss: 5.3704 2020-07-01 18:22:19,783 - mmaction - INFO - Epoch [1][680/940] lr: 1.241e-02, eta: 1 day, 6:27:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1062, loss_cls: 5.5166, loss: 5.5166 2020-07-01 18:22:28,627 - mmaction - INFO - Epoch [1][700/940] lr: 1.266e-02, eta: 1 day, 6:25:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1250, loss_cls: 5.3820, loss: 5.3820 2020-07-01 18:22:37,514 - mmaction - INFO - Epoch [1][720/940] lr: 1.291e-02, eta: 1 day, 6:24:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0281, top5_acc: 0.0938, loss_cls: 5.5200, loss: 5.5200 2020-07-01 18:22:46,355 - mmaction - INFO - Epoch [1][740/940] lr: 1.316e-02, eta: 1 day, 6:22:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0250, top5_acc: 0.1187, loss_cls: 5.4543, loss: 5.4543 2020-07-01 18:22:55,262 - mmaction - INFO - Epoch [1][760/940] lr: 1.340e-02, eta: 1 day, 6:21:10, time: 0.445, data_time: 0.005, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1313, loss_cls: 5.4231, loss: 5.4231 2020-07-01 18:23:04,102 - mmaction - INFO - Epoch [1][780/940] lr: 1.365e-02, eta: 1 day, 6:19:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0094, top5_acc: 0.0938, loss_cls: 5.5622, loss: 5.5622 2020-07-01 18:23:13,390 - mmaction - INFO - Epoch [1][800/940] lr: 1.390e-02, eta: 1 day, 6:20:25, time: 0.464, data_time: 0.021, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1219, loss_cls: 5.4248, loss: 5.4248 2020-07-01 18:23:22,302 - mmaction - INFO - Epoch [1][820/940] lr: 1.415e-02, eta: 1 day, 6:19:20, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1000, loss_cls: 5.4976, loss: 5.4976 2020-07-01 18:23:31,260 - mmaction - INFO - Epoch [1][840/940] lr: 1.440e-02, eta: 1 day, 6:18:30, time: 0.448, data_time: 0.009, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1219, loss_cls: 5.4342, loss: 5.4342 2020-07-01 18:23:40,158 - mmaction - INFO - Epoch [1][860/940] lr: 1.464e-02, eta: 1 day, 6:17:21, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1187, loss_cls: 5.4386, loss: 5.4386 2020-07-01 18:23:49,025 - mmaction - INFO - Epoch [1][880/940] lr: 1.489e-02, eta: 1 day, 6:16:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1000, loss_cls: 5.3440, loss: 5.3440 2020-07-01 18:23:57,864 - mmaction - INFO - Epoch [1][900/940] lr: 1.514e-02, eta: 1 day, 6:14:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0219, top5_acc: 0.0781, loss_cls: 5.5043, loss: 5.5043 2020-07-01 18:24:06,702 - mmaction - INFO - Epoch [1][920/940] lr: 1.539e-02, eta: 1 day, 6:13:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0281, top5_acc: 0.1062, loss_cls: 5.3906, loss: 5.3906 2020-07-01 18:24:15,138 - mmaction - INFO - Epoch [1][940/940] lr: 1.563e-02, eta: 1 day, 6:10:46, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.0195, top5_acc: 0.1234, loss_cls: 5.5177, loss: 5.5177 2020-07-01 18:24:28,397 - mmaction - INFO - Epoch [2][20/940] lr: 1.588e-02, eta: 1 day, 6:26:47, time: 0.648, data_time: 0.189, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1125, loss_cls: 5.4451, loss: 5.4451 2020-07-01 18:24:37,256 - mmaction - INFO - Epoch [2][40/940] lr: 1.613e-02, eta: 1 day, 6:25:27, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1062, loss_cls: 5.5023, loss: 5.5023 2020-07-01 18:24:46,145 - mmaction - INFO - Epoch [2][60/940] lr: 1.638e-02, eta: 1 day, 6:24:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1031, loss_cls: 5.3883, loss: 5.3883 2020-07-01 18:24:55,025 - mmaction - INFO - Epoch [2][80/940] lr: 1.663e-02, eta: 1 day, 6:23:07, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1062, loss_cls: 5.3806, loss: 5.3806 2020-07-01 18:25:03,915 - mmaction - INFO - Epoch [2][100/940] lr: 1.687e-02, eta: 1 day, 6:22:06, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1250, loss_cls: 5.3823, loss: 5.3823 2020-07-01 18:25:12,799 - mmaction - INFO - Epoch [2][120/940] lr: 1.712e-02, eta: 1 day, 6:21:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1281, loss_cls: 5.3882, loss: 5.3882 2020-07-01 18:25:21,710 - mmaction - INFO - Epoch [2][140/940] lr: 1.737e-02, eta: 1 day, 6:20:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1250, loss_cls: 5.3053, loss: 5.3053 2020-07-01 18:25:30,590 - mmaction - INFO - Epoch [2][160/940] lr: 1.762e-02, eta: 1 day, 6:19:02, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1281, loss_cls: 5.3079, loss: 5.3079 2020-07-01 18:25:39,462 - mmaction - INFO - Epoch [2][180/940] lr: 1.786e-02, eta: 1 day, 6:18:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1062, loss_cls: 5.4724, loss: 5.4724 2020-07-01 18:25:48,332 - mmaction - INFO - Epoch [2][200/940] lr: 1.811e-02, eta: 1 day, 6:17:06, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1250, loss_cls: 5.3271, loss: 5.3271 2020-07-01 18:25:57,193 - mmaction - INFO - Epoch [2][220/940] lr: 1.836e-02, eta: 1 day, 6:16:03, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1156, loss_cls: 5.2840, loss: 5.2840 2020-07-01 18:26:06,078 - mmaction - INFO - Epoch [2][240/940] lr: 1.861e-02, eta: 1 day, 6:15:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1125, loss_cls: 5.4230, loss: 5.4230 2020-07-01 18:26:14,924 - mmaction - INFO - Epoch [2][260/940] lr: 1.886e-02, eta: 1 day, 6:14:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1281, loss_cls: 5.4096, loss: 5.4096 2020-07-01 18:26:23,797 - mmaction - INFO - Epoch [2][280/940] lr: 1.910e-02, eta: 1 day, 6:13:20, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1031, loss_cls: 5.4284, loss: 5.4284 2020-07-01 18:26:32,688 - mmaction - INFO - Epoch [2][300/940] lr: 1.935e-02, eta: 1 day, 6:12:33, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.0281, top5_acc: 0.1219, loss_cls: 5.3135, loss: 5.3135 2020-07-01 18:26:41,628 - mmaction - INFO - Epoch [2][320/940] lr: 1.960e-02, eta: 1 day, 6:11:56, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.0969, loss_cls: 5.4429, loss: 5.4429 2020-07-01 18:26:50,503 - mmaction - INFO - Epoch [2][340/940] lr: 1.985e-02, eta: 1 day, 6:11:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0281, top5_acc: 0.1250, loss_cls: 5.3021, loss: 5.3021 2020-07-01 18:26:59,332 - mmaction - INFO - Epoch [2][360/940] lr: 2.009e-02, eta: 1 day, 6:10:13, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1250, loss_cls: 5.3090, loss: 5.3090 2020-07-01 18:27:08,227 - mmaction - INFO - Epoch [2][380/940] lr: 2.034e-02, eta: 1 day, 6:09:29, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1000, loss_cls: 5.3171, loss: 5.3171 2020-07-01 18:27:17,052 - mmaction - INFO - Epoch [2][400/940] lr: 2.059e-02, eta: 1 day, 6:08:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0250, top5_acc: 0.1344, loss_cls: 5.2810, loss: 5.2810 2020-07-01 18:27:25,934 - mmaction - INFO - Epoch [2][420/940] lr: 2.084e-02, eta: 1 day, 6:07:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1000, loss_cls: 5.3899, loss: 5.3899 2020-07-01 18:27:34,866 - mmaction - INFO - Epoch [2][440/940] lr: 2.109e-02, eta: 1 day, 6:07:25, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1406, loss_cls: 5.3576, loss: 5.3576 2020-07-01 18:27:43,733 - mmaction - INFO - Epoch [2][460/940] lr: 2.133e-02, eta: 1 day, 6:06:38, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.0187, top5_acc: 0.0969, loss_cls: 5.5042, loss: 5.5042 2020-07-01 18:27:52,611 - mmaction - INFO - Epoch [2][480/940] lr: 2.158e-02, eta: 1 day, 6:06:01, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1406, loss_cls: 5.3169, loss: 5.3169 2020-07-01 18:28:01,494 - mmaction - INFO - Epoch [2][500/940] lr: 2.183e-02, eta: 1 day, 6:05:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1469, loss_cls: 5.1873, loss: 5.1873 2020-07-01 18:28:10,363 - mmaction - INFO - Epoch [2][520/940] lr: 2.208e-02, eta: 1 day, 6:04:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1375, loss_cls: 5.3739, loss: 5.3739 2020-07-01 18:28:19,209 - mmaction - INFO - Epoch [2][540/940] lr: 2.232e-02, eta: 1 day, 6:03:58, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0281, top5_acc: 0.1031, loss_cls: 5.3494, loss: 5.3494 2020-07-01 18:28:28,031 - mmaction - INFO - Epoch [2][560/940] lr: 2.257e-02, eta: 1 day, 6:03:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0656, top5_acc: 0.1281, loss_cls: 5.2686, loss: 5.2686 2020-07-01 18:28:36,909 - mmaction - INFO - Epoch [2][580/940] lr: 2.282e-02, eta: 1 day, 6:02:39, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1594, loss_cls: 5.2355, loss: 5.2355 2020-07-01 18:28:45,736 - mmaction - INFO - Epoch [2][600/940] lr: 2.307e-02, eta: 1 day, 6:01:53, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1406, loss_cls: 5.3974, loss: 5.3974 2020-07-01 18:28:54,582 - mmaction - INFO - Epoch [2][620/940] lr: 2.332e-02, eta: 1 day, 6:01:15, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1219, loss_cls: 5.2920, loss: 5.2920 2020-07-01 18:29:03,445 - mmaction - INFO - Epoch [2][640/940] lr: 2.356e-02, eta: 1 day, 6:00:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0312, top5_acc: 0.1281, loss_cls: 5.3083, loss: 5.3083 2020-07-01 18:29:12,330 - mmaction - INFO - Epoch [2][660/940] lr: 2.381e-02, eta: 1 day, 6:00:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0250, top5_acc: 0.1125, loss_cls: 5.3642, loss: 5.3642 2020-07-01 18:29:21,164 - mmaction - INFO - Epoch [2][680/940] lr: 2.406e-02, eta: 1 day, 5:59:28, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1281, loss_cls: 5.3370, loss: 5.3370 2020-07-01 18:29:30,010 - mmaction - INFO - Epoch [2][700/940] lr: 2.431e-02, eta: 1 day, 5:58:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1469, loss_cls: 5.1868, loss: 5.1868 2020-07-01 18:29:38,864 - mmaction - INFO - Epoch [2][720/940] lr: 2.455e-02, eta: 1 day, 5:58:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0281, top5_acc: 0.1313, loss_cls: 5.3521, loss: 5.3521 2020-07-01 18:29:47,733 - mmaction - INFO - Epoch [2][740/940] lr: 2.480e-02, eta: 1 day, 5:57:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1094, loss_cls: 5.3779, loss: 5.3779 2020-07-01 18:29:56,607 - mmaction - INFO - Epoch [2][760/940] lr: 2.505e-02, eta: 1 day, 5:57:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1562, loss_cls: 5.2296, loss: 5.2296 2020-07-01 18:30:05,476 - mmaction - INFO - Epoch [2][780/940] lr: 2.530e-02, eta: 1 day, 5:56:43, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1562, loss_cls: 5.2195, loss: 5.2195 2020-07-01 18:30:14,305 - mmaction - INFO - Epoch [2][800/940] lr: 2.555e-02, eta: 1 day, 5:56:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1187, loss_cls: 5.3342, loss: 5.3342 2020-07-01 18:30:23,187 - mmaction - INFO - Epoch [2][820/940] lr: 2.579e-02, eta: 1 day, 5:55:38, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1375, loss_cls: 5.3043, loss: 5.3043 2020-07-01 18:30:31,997 - mmaction - INFO - Epoch [2][840/940] lr: 2.604e-02, eta: 1 day, 5:55:03, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1781, loss_cls: 5.2663, loss: 5.2663 2020-07-01 18:30:40,887 - mmaction - INFO - Epoch [2][860/940] lr: 2.629e-02, eta: 1 day, 5:54:35, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1250, loss_cls: 5.2651, loss: 5.2651 2020-07-01 18:30:49,770 - mmaction - INFO - Epoch [2][880/940] lr: 2.654e-02, eta: 1 day, 5:54:10, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1156, loss_cls: 5.3273, loss: 5.3273 2020-07-01 18:30:58,529 - mmaction - INFO - Epoch [2][900/940] lr: 2.679e-02, eta: 1 day, 5:53:28, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.0688, top5_acc: 0.1500, loss_cls: 5.1159, loss: 5.1159 2020-07-01 18:31:07,404 - mmaction - INFO - Epoch [2][920/940] lr: 2.703e-02, eta: 1 day, 5:53:01, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0344, top5_acc: 0.1531, loss_cls: 5.2011, loss: 5.2011 2020-07-01 18:31:15,904 - mmaction - INFO - Epoch [2][940/940] lr: 2.728e-02, eta: 1 day, 5:51:47, time: 0.425, data_time: 0.001, memory: 6328, top1_acc: 0.0390, top5_acc: 0.1364, loss_cls: 5.2628, loss: 5.2628 2020-07-01 18:31:29,132 - mmaction - INFO - Epoch [3][20/940] lr: 2.753e-02, eta: 1 day, 5:59:45, time: 0.644, data_time: 0.194, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1250, loss_cls: 5.3592, loss: 5.3592 2020-07-01 18:31:38,019 - mmaction - INFO - Epoch [3][40/940] lr: 2.777e-02, eta: 1 day, 5:59:17, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1500, loss_cls: 5.2661, loss: 5.2661 2020-07-01 18:31:46,913 - mmaction - INFO - Epoch [3][60/940] lr: 2.802e-02, eta: 1 day, 5:58:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0219, top5_acc: 0.1187, loss_cls: 5.2668, loss: 5.2668 2020-07-01 18:31:55,859 - mmaction - INFO - Epoch [3][80/940] lr: 2.827e-02, eta: 1 day, 5:58:28, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1688, loss_cls: 5.2368, loss: 5.2368 2020-07-01 18:32:04,734 - mmaction - INFO - Epoch [3][100/940] lr: 2.852e-02, eta: 1 day, 5:57:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1500, loss_cls: 5.1763, loss: 5.1763 2020-07-01 18:32:13,565 - mmaction - INFO - Epoch [3][120/940] lr: 2.876e-02, eta: 1 day, 5:57:25, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1250, loss_cls: 5.3525, loss: 5.3525 2020-07-01 18:32:22,432 - mmaction - INFO - Epoch [3][140/940] lr: 2.901e-02, eta: 1 day, 5:56:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1313, loss_cls: 5.1945, loss: 5.1945 2020-07-01 18:32:31,269 - mmaction - INFO - Epoch [3][160/940] lr: 2.926e-02, eta: 1 day, 5:56:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1594, loss_cls: 5.2061, loss: 5.2061 2020-07-01 18:32:40,142 - mmaction - INFO - Epoch [3][180/940] lr: 2.951e-02, eta: 1 day, 5:55:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1375, loss_cls: 5.2645, loss: 5.2645 2020-07-01 18:32:49,114 - mmaction - INFO - Epoch [3][200/940] lr: 2.976e-02, eta: 1 day, 5:55:39, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1437, loss_cls: 5.1624, loss: 5.1624 2020-07-01 18:32:57,943 - mmaction - INFO - Epoch [3][220/940] lr: 3.000e-02, eta: 1 day, 5:55:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1375, loss_cls: 5.4157, loss: 5.4157 2020-07-01 18:33:06,850 - mmaction - INFO - Epoch [3][240/940] lr: 3.025e-02, eta: 1 day, 5:54:45, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1594, loss_cls: 5.1835, loss: 5.1835 2020-07-01 18:33:15,768 - mmaction - INFO - Epoch [3][260/940] lr: 3.050e-02, eta: 1 day, 5:54:24, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1719, loss_cls: 5.1348, loss: 5.1348 2020-07-01 18:33:24,636 - mmaction - INFO - Epoch [3][280/940] lr: 3.075e-02, eta: 1 day, 5:53:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1750, loss_cls: 5.1337, loss: 5.1337 2020-07-01 18:33:33,543 - mmaction - INFO - Epoch [3][300/940] lr: 3.099e-02, eta: 1 day, 5:53:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1250, loss_cls: 5.2797, loss: 5.2797 2020-07-01 18:33:42,424 - mmaction - INFO - Epoch [3][320/940] lr: 3.124e-02, eta: 1 day, 5:53:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1500, loss_cls: 5.1797, loss: 5.1797 2020-07-01 18:33:51,308 - mmaction - INFO - Epoch [3][340/940] lr: 3.149e-02, eta: 1 day, 5:52:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1219, loss_cls: 5.1649, loss: 5.1649 2020-07-01 18:34:00,196 - mmaction - INFO - Epoch [3][360/940] lr: 3.174e-02, eta: 1 day, 5:52:21, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1187, loss_cls: 5.2547, loss: 5.2547 2020-07-01 18:34:09,067 - mmaction - INFO - Epoch [3][380/940] lr: 3.199e-02, eta: 1 day, 5:51:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1437, loss_cls: 5.2925, loss: 5.2925 2020-07-01 18:34:18,012 - mmaction - INFO - Epoch [3][400/940] lr: 3.223e-02, eta: 1 day, 5:51:39, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1344, loss_cls: 5.1809, loss: 5.1809 2020-07-01 18:34:26,821 - mmaction - INFO - Epoch [3][420/940] lr: 3.248e-02, eta: 1 day, 5:51:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1562, loss_cls: 5.1220, loss: 5.1220 2020-07-01 18:34:35,649 - mmaction - INFO - Epoch [3][440/940] lr: 3.273e-02, eta: 1 day, 5:50:40, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0656, top5_acc: 0.1969, loss_cls: 5.0560, loss: 5.0560 2020-07-01 18:34:44,593 - mmaction - INFO - Epoch [3][460/940] lr: 3.298e-02, eta: 1 day, 5:50:24, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1594, loss_cls: 5.1632, loss: 5.1632 2020-07-01 18:34:53,468 - mmaction - INFO - Epoch [3][480/940] lr: 3.322e-02, eta: 1 day, 5:50:00, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1594, loss_cls: 5.2589, loss: 5.2589 2020-07-01 18:35:02,296 - mmaction - INFO - Epoch [3][500/940] lr: 3.347e-02, eta: 1 day, 5:49:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1531, loss_cls: 5.1960, loss: 5.1960 2020-07-01 18:35:11,155 - mmaction - INFO - Epoch [3][520/940] lr: 3.372e-02, eta: 1 day, 5:49:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0281, top5_acc: 0.1562, loss_cls: 5.2438, loss: 5.2438 2020-07-01 18:35:19,996 - mmaction - INFO - Epoch [3][540/940] lr: 3.397e-02, eta: 1 day, 5:48:42, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1500, loss_cls: 5.1449, loss: 5.1449 2020-07-01 18:35:28,859 - mmaction - INFO - Epoch [3][560/940] lr: 3.422e-02, eta: 1 day, 5:48:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1469, loss_cls: 5.2069, loss: 5.2069 2020-07-01 18:35:37,774 - mmaction - INFO - Epoch [3][580/940] lr: 3.446e-02, eta: 1 day, 5:48:01, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0656, top5_acc: 0.1938, loss_cls: 5.0212, loss: 5.0212 2020-07-01 18:35:46,629 - mmaction - INFO - Epoch [3][600/940] lr: 3.471e-02, eta: 1 day, 5:47:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1656, loss_cls: 5.1442, loss: 5.1442 2020-07-01 18:35:55,469 - mmaction - INFO - Epoch [3][620/940] lr: 3.496e-02, eta: 1 day, 5:47:12, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.0688, top5_acc: 0.1844, loss_cls: 5.1890, loss: 5.1890 2020-07-01 18:36:04,233 - mmaction - INFO - Epoch [3][640/940] lr: 3.521e-02, eta: 1 day, 5:46:41, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1625, loss_cls: 5.1432, loss: 5.1432 2020-07-01 18:36:13,091 - mmaction - INFO - Epoch [3][660/940] lr: 3.545e-02, eta: 1 day, 5:46:18, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1625, loss_cls: 4.9899, loss: 4.9899 2020-07-01 18:36:21,971 - mmaction - INFO - Epoch [3][680/940] lr: 3.570e-02, eta: 1 day, 5:45:56, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1875, loss_cls: 5.0521, loss: 5.0521 2020-07-01 18:36:30,786 - mmaction - INFO - Epoch [3][700/940] lr: 3.595e-02, eta: 1 day, 5:45:32, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1531, loss_cls: 5.1662, loss: 5.1662 2020-07-01 18:36:39,679 - mmaction - INFO - Epoch [3][720/940] lr: 3.620e-02, eta: 1 day, 5:45:13, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1938, loss_cls: 5.0501, loss: 5.0501 2020-07-01 18:36:48,489 - mmaction - INFO - Epoch [3][740/940] lr: 3.645e-02, eta: 1 day, 5:44:46, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1719, loss_cls: 5.1393, loss: 5.1393 2020-07-01 18:36:57,374 - mmaction - INFO - Epoch [3][760/940] lr: 3.669e-02, eta: 1 day, 5:44:27, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1625, loss_cls: 5.1970, loss: 5.1970 2020-07-01 18:37:06,230 - mmaction - INFO - Epoch [3][780/940] lr: 3.694e-02, eta: 1 day, 5:44:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1313, loss_cls: 5.2095, loss: 5.2095 2020-07-01 18:37:15,105 - mmaction - INFO - Epoch [3][800/940] lr: 3.719e-02, eta: 1 day, 5:43:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0844, top5_acc: 0.1688, loss_cls: 5.0770, loss: 5.0770 2020-07-01 18:37:23,970 - mmaction - INFO - Epoch [3][820/940] lr: 3.744e-02, eta: 1 day, 5:43:25, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0719, top5_acc: 0.1812, loss_cls: 5.1447, loss: 5.1447 2020-07-01 18:37:32,791 - mmaction - INFO - Epoch [3][840/940] lr: 3.768e-02, eta: 1 day, 5:43:00, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1469, loss_cls: 5.1356, loss: 5.1356 2020-07-01 18:37:41,658 - mmaction - INFO - Epoch [3][860/940] lr: 3.793e-02, eta: 1 day, 5:42:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0406, top5_acc: 0.1531, loss_cls: 5.1890, loss: 5.1890 2020-07-01 18:37:50,545 - mmaction - INFO - Epoch [3][880/940] lr: 3.818e-02, eta: 1 day, 5:42:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1688, loss_cls: 5.1859, loss: 5.1859 2020-07-01 18:37:59,369 - mmaction - INFO - Epoch [3][900/940] lr: 3.843e-02, eta: 1 day, 5:41:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1500, loss_cls: 5.0592, loss: 5.0592 2020-07-01 18:38:08,265 - mmaction - INFO - Epoch [3][920/940] lr: 3.868e-02, eta: 1 day, 5:41:43, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.0469, top5_acc: 0.1531, loss_cls: 5.1286, loss: 5.1286 2020-07-01 18:38:16,659 - mmaction - INFO - Epoch [3][940/940] lr: 3.892e-02, eta: 1 day, 5:40:43, time: 0.420, data_time: 0.000, memory: 6328, top1_acc: 0.0779, top5_acc: 0.2143, loss_cls: 5.0718, loss: 5.0718 2020-07-01 18:38:30,024 - mmaction - INFO - Epoch [4][20/940] lr: 3.916e-02, eta: 1 day, 5:46:13, time: 0.652, data_time: 0.193, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1562, loss_cls: 5.1174, loss: 5.1174 2020-07-01 18:38:38,928 - mmaction - INFO - Epoch [4][40/940] lr: 3.941e-02, eta: 1 day, 5:45:54, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1844, loss_cls: 5.0991, loss: 5.0991 2020-07-01 18:38:47,801 - mmaction - INFO - Epoch [4][60/940] lr: 3.966e-02, eta: 1 day, 5:45:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1406, loss_cls: 5.1059, loss: 5.1059 2020-07-01 18:38:56,713 - mmaction - INFO - Epoch [4][80/940] lr: 3.991e-02, eta: 1 day, 5:45:17, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.0437, top5_acc: 0.1719, loss_cls: 5.0864, loss: 5.0864 2020-07-01 18:39:05,554 - mmaction - INFO - Epoch [4][100/940] lr: 4.015e-02, eta: 1 day, 5:44:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1781, loss_cls: 4.9892, loss: 4.9892 2020-07-01 18:39:14,481 - mmaction - INFO - Epoch [4][120/940] lr: 4.040e-02, eta: 1 day, 5:44:37, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1906, loss_cls: 5.1045, loss: 5.1045 2020-07-01 18:39:23,392 - mmaction - INFO - Epoch [4][140/940] lr: 4.065e-02, eta: 1 day, 5:44:21, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1562, loss_cls: 5.0686, loss: 5.0686 2020-07-01 18:39:32,274 - mmaction - INFO - Epoch [4][160/940] lr: 4.090e-02, eta: 1 day, 5:44:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0719, top5_acc: 0.1812, loss_cls: 5.0347, loss: 5.0347 2020-07-01 18:39:41,168 - mmaction - INFO - Epoch [4][180/940] lr: 4.115e-02, eta: 1 day, 5:43:44, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1844, loss_cls: 5.0811, loss: 5.0811 2020-07-01 18:39:50,067 - mmaction - INFO - Epoch [4][200/940] lr: 4.139e-02, eta: 1 day, 5:43:26, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1906, loss_cls: 5.0248, loss: 5.0248 2020-07-01 18:39:58,953 - mmaction - INFO - Epoch [4][220/940] lr: 4.164e-02, eta: 1 day, 5:43:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1812, loss_cls: 5.0873, loss: 5.0873 2020-07-01 18:40:07,839 - mmaction - INFO - Epoch [4][240/940] lr: 4.189e-02, eta: 1 day, 5:42:49, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0813, top5_acc: 0.1906, loss_cls: 4.9579, loss: 4.9579 2020-07-01 18:40:16,706 - mmaction - INFO - Epoch [4][260/940] lr: 4.214e-02, eta: 1 day, 5:42:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2156, loss_cls: 4.8869, loss: 4.8869 2020-07-01 18:40:25,659 - mmaction - INFO - Epoch [4][280/940] lr: 4.238e-02, eta: 1 day, 5:42:18, time: 0.448, data_time: 0.000, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2219, loss_cls: 4.8970, loss: 4.8970 2020-07-01 18:40:34,512 - mmaction - INFO - Epoch [4][300/940] lr: 4.263e-02, eta: 1 day, 5:41:56, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1688, loss_cls: 5.1137, loss: 5.1137 2020-07-01 18:40:43,362 - mmaction - INFO - Epoch [4][320/940] lr: 4.288e-02, eta: 1 day, 5:41:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0750, top5_acc: 0.1812, loss_cls: 5.0337, loss: 5.0337 2020-07-01 18:40:52,196 - mmaction - INFO - Epoch [4][340/940] lr: 4.313e-02, eta: 1 day, 5:41:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0750, top5_acc: 0.1969, loss_cls: 4.9725, loss: 4.9725 2020-07-01 18:41:01,224 - mmaction - INFO - Epoch [4][360/940] lr: 4.337e-02, eta: 1 day, 5:41:08, time: 0.451, data_time: 0.012, memory: 6328, top1_acc: 0.0594, top5_acc: 0.2062, loss_cls: 5.0534, loss: 5.0534 2020-07-01 18:41:10,138 - mmaction - INFO - Epoch [4][380/940] lr: 4.362e-02, eta: 1 day, 5:40:52, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1781, loss_cls: 4.9943, loss: 4.9943 2020-07-01 18:41:20,089 - mmaction - INFO - Epoch [4][400/940] lr: 4.387e-02, eta: 1 day, 5:41:53, time: 0.497, data_time: 0.022, memory: 6328, top1_acc: 0.0750, top5_acc: 0.2125, loss_cls: 4.8654, loss: 4.8654 2020-07-01 18:41:31,182 - mmaction - INFO - Epoch [4][420/940] lr: 4.412e-02, eta: 1 day, 5:44:17, time: 0.555, data_time: 0.045, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1719, loss_cls: 5.0857, loss: 5.0857 2020-07-01 18:41:40,083 - mmaction - INFO - Epoch [4][440/940] lr: 4.437e-02, eta: 1 day, 5:43:59, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1688, loss_cls: 4.9659, loss: 4.9659 2020-07-01 18:41:50,119 - mmaction - INFO - Epoch [4][460/940] lr: 4.461e-02, eta: 1 day, 5:45:04, time: 0.502, data_time: 0.030, memory: 6328, top1_acc: 0.0813, top5_acc: 0.2094, loss_cls: 4.8842, loss: 4.8842 2020-07-01 18:41:58,996 - mmaction - INFO - Epoch [4][480/940] lr: 4.486e-02, eta: 1 day, 5:44:45, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0656, top5_acc: 0.1969, loss_cls: 4.9912, loss: 4.9912 2020-07-01 18:42:07,936 - mmaction - INFO - Epoch [4][500/940] lr: 4.511e-02, eta: 1 day, 5:44:29, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1906, loss_cls: 5.1063, loss: 5.1063 2020-07-01 18:42:16,746 - mmaction - INFO - Epoch [4][520/940] lr: 4.536e-02, eta: 1 day, 5:44:05, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1969, loss_cls: 4.9810, loss: 4.9810 2020-07-01 18:42:25,551 - mmaction - INFO - Epoch [4][540/940] lr: 4.560e-02, eta: 1 day, 5:43:41, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1812, loss_cls: 5.0499, loss: 5.0499 2020-07-01 18:42:34,396 - mmaction - INFO - Epoch [4][560/940] lr: 4.585e-02, eta: 1 day, 5:43:19, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1875, loss_cls: 5.0575, loss: 5.0575 2020-07-01 18:42:43,363 - mmaction - INFO - Epoch [4][580/940] lr: 4.610e-02, eta: 1 day, 5:43:06, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.0688, top5_acc: 0.2281, loss_cls: 4.8516, loss: 4.8516 2020-07-01 18:42:52,189 - mmaction - INFO - Epoch [4][600/940] lr: 4.635e-02, eta: 1 day, 5:42:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0750, top5_acc: 0.1906, loss_cls: 4.8063, loss: 4.8063 2020-07-01 18:43:01,028 - mmaction - INFO - Epoch [4][620/940] lr: 4.660e-02, eta: 1 day, 5:42:23, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0656, top5_acc: 0.2125, loss_cls: 4.8253, loss: 4.8253 2020-07-01 18:43:09,852 - mmaction - INFO - Epoch [4][640/940] lr: 4.684e-02, eta: 1 day, 5:42:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1719, loss_cls: 5.0729, loss: 5.0729 2020-07-01 18:43:18,704 - mmaction - INFO - Epoch [4][660/940] lr: 4.709e-02, eta: 1 day, 5:41:37, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.0437, top5_acc: 0.2125, loss_cls: 5.0474, loss: 5.0474 2020-07-01 18:43:27,568 - mmaction - INFO - Epoch [4][680/940] lr: 4.734e-02, eta: 1 day, 5:41:20, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.0719, top5_acc: 0.2219, loss_cls: 4.8669, loss: 4.8669 2020-07-01 18:43:36,395 - mmaction - INFO - Epoch [4][700/940] lr: 4.759e-02, eta: 1 day, 5:40:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0844, top5_acc: 0.2000, loss_cls: 4.8657, loss: 4.8657 2020-07-01 18:43:45,271 - mmaction - INFO - Epoch [4][720/940] lr: 4.783e-02, eta: 1 day, 5:40:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0563, top5_acc: 0.1844, loss_cls: 4.9836, loss: 4.9836 2020-07-01 18:43:54,147 - mmaction - INFO - Epoch [4][740/940] lr: 4.808e-02, eta: 1 day, 5:40:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0656, top5_acc: 0.2031, loss_cls: 5.0136, loss: 5.0136 2020-07-01 18:44:03,006 - mmaction - INFO - Epoch [4][760/940] lr: 4.833e-02, eta: 1 day, 5:40:04, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0750, top5_acc: 0.2344, loss_cls: 4.8347, loss: 4.8347 2020-07-01 18:44:11,750 - mmaction - INFO - Epoch [4][780/940] lr: 4.858e-02, eta: 1 day, 5:39:37, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.0813, top5_acc: 0.2156, loss_cls: 4.8997, loss: 4.8997 2020-07-01 18:44:20,589 - mmaction - INFO - Epoch [4][800/940] lr: 4.882e-02, eta: 1 day, 5:39:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0719, top5_acc: 0.1781, loss_cls: 4.9532, loss: 4.9532 2020-07-01 18:44:29,472 - mmaction - INFO - Epoch [4][820/940] lr: 4.907e-02, eta: 1 day, 5:39:00, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0719, top5_acc: 0.2000, loss_cls: 4.9913, loss: 4.9913 2020-07-01 18:44:38,282 - mmaction - INFO - Epoch [4][840/940] lr: 4.932e-02, eta: 1 day, 5:38:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2281, loss_cls: 4.8480, loss: 4.8480 2020-07-01 18:44:47,118 - mmaction - INFO - Epoch [4][860/940] lr: 4.957e-02, eta: 1 day, 5:38:18, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.0719, top5_acc: 0.2094, loss_cls: 4.9287, loss: 4.9287 2020-07-01 18:44:55,917 - mmaction - INFO - Epoch [4][880/940] lr: 4.982e-02, eta: 1 day, 5:37:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1719, loss_cls: 4.9778, loss: 4.9778 2020-07-01 18:45:04,751 - mmaction - INFO - Epoch [4][900/940] lr: 5.006e-02, eta: 1 day, 5:37:36, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0688, top5_acc: 0.1844, loss_cls: 4.9536, loss: 4.9536 2020-07-01 18:45:13,643 - mmaction - INFO - Epoch [4][920/940] lr: 5.031e-02, eta: 1 day, 5:37:20, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.1906, loss_cls: 4.9460, loss: 4.9460 2020-07-01 18:45:22,061 - mmaction - INFO - Epoch [4][940/940] lr: 5.056e-02, eta: 1 day, 5:36:33, time: 0.419, data_time: 0.000, memory: 6328, top1_acc: 0.0844, top5_acc: 0.1818, loss_cls: 4.9260, loss: 4.9260 2020-07-01 18:45:22,324 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-01 18:45:35,370 - mmaction - INFO - Epoch [5][20/940] lr: 5.079e-02, eta: 1 day, 5:40:02, time: 0.624, data_time: 0.186, memory: 6328, top1_acc: 0.0938, top5_acc: 0.2281, loss_cls: 4.8214, loss: 4.8214 2020-07-01 18:45:44,237 - mmaction - INFO - Epoch [5][40/940] lr: 5.104e-02, eta: 1 day, 5:39:46, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.0625, top5_acc: 0.2156, loss_cls: 4.8353, loss: 4.8353 2020-07-01 18:45:53,078 - mmaction - INFO - Epoch [5][60/940] lr: 5.129e-02, eta: 1 day, 5:39:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0531, top5_acc: 0.2094, loss_cls: 4.8787, loss: 4.8787 2020-07-01 18:46:02,027 - mmaction - INFO - Epoch [5][80/940] lr: 5.154e-02, eta: 1 day, 5:39:12, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.0625, top5_acc: 0.1906, loss_cls: 4.9215, loss: 4.9215 2020-07-01 18:46:10,859 - mmaction - INFO - Epoch [5][100/940] lr: 5.178e-02, eta: 1 day, 5:38:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0656, top5_acc: 0.2188, loss_cls: 4.8054, loss: 4.8054 2020-07-01 18:46:19,700 - mmaction - INFO - Epoch [5][120/940] lr: 5.203e-02, eta: 1 day, 5:38:33, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2531, loss_cls: 4.7474, loss: 4.7474 2020-07-01 18:46:28,565 - mmaction - INFO - Epoch [5][140/940] lr: 5.228e-02, eta: 1 day, 5:38:14, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0750, top5_acc: 0.2313, loss_cls: 4.7492, loss: 4.7492 2020-07-01 18:46:37,414 - mmaction - INFO - Epoch [5][160/940] lr: 5.253e-02, eta: 1 day, 5:37:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0688, top5_acc: 0.2062, loss_cls: 4.8371, loss: 4.8371 2020-07-01 18:46:46,345 - mmaction - INFO - Epoch [5][180/940] lr: 5.277e-02, eta: 1 day, 5:37:39, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1875, loss_cls: 4.9112, loss: 4.9112 2020-07-01 18:46:55,275 - mmaction - INFO - Epoch [5][200/940] lr: 5.302e-02, eta: 1 day, 5:37:26, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1688, loss_cls: 4.9177, loss: 4.9177 2020-07-01 18:47:04,116 - mmaction - INFO - Epoch [5][220/940] lr: 5.327e-02, eta: 1 day, 5:37:08, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.0688, top5_acc: 0.2250, loss_cls: 4.7276, loss: 4.7276 2020-07-01 18:47:12,978 - mmaction - INFO - Epoch [5][240/940] lr: 5.352e-02, eta: 1 day, 5:36:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2219, loss_cls: 4.8190, loss: 4.8190 2020-07-01 18:47:21,887 - mmaction - INFO - Epoch [5][260/940] lr: 5.376e-02, eta: 1 day, 5:36:34, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2313, loss_cls: 4.8372, loss: 4.8372 2020-07-01 18:47:30,776 - mmaction - INFO - Epoch [5][280/940] lr: 5.401e-02, eta: 1 day, 5:36:18, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2406, loss_cls: 4.7899, loss: 4.7899 2020-07-01 18:47:39,717 - mmaction - INFO - Epoch [5][300/940] lr: 5.426e-02, eta: 1 day, 5:36:06, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2500, loss_cls: 4.7487, loss: 4.7487 2020-07-01 18:47:48,600 - mmaction - INFO - Epoch [5][320/940] lr: 5.451e-02, eta: 1 day, 5:35:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2375, loss_cls: 4.8734, loss: 4.8734 2020-07-01 18:47:57,473 - mmaction - INFO - Epoch [5][340/940] lr: 5.476e-02, eta: 1 day, 5:35:32, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0688, top5_acc: 0.1906, loss_cls: 4.7760, loss: 4.7760 2020-07-01 18:48:06,316 - mmaction - INFO - Epoch [5][360/940] lr: 5.500e-02, eta: 1 day, 5:35:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0375, top5_acc: 0.1812, loss_cls: 4.8886, loss: 4.8886 2020-07-01 18:48:15,212 - mmaction - INFO - Epoch [5][380/940] lr: 5.525e-02, eta: 1 day, 5:34:59, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0844, top5_acc: 0.2406, loss_cls: 4.8324, loss: 4.8324 2020-07-01 18:48:24,070 - mmaction - INFO - Epoch [5][400/940] lr: 5.550e-02, eta: 1 day, 5:34:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0844, top5_acc: 0.2125, loss_cls: 4.7640, loss: 4.7640 2020-07-01 18:48:32,976 - mmaction - INFO - Epoch [5][420/940] lr: 5.575e-02, eta: 1 day, 5:34:28, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2250, loss_cls: 4.6437, loss: 4.6437 2020-07-01 18:48:41,851 - mmaction - INFO - Epoch [5][440/940] lr: 5.599e-02, eta: 1 day, 5:34:11, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0688, top5_acc: 0.2188, loss_cls: 4.9080, loss: 4.9080 2020-07-01 18:48:50,682 - mmaction - INFO - Epoch [5][460/940] lr: 5.624e-02, eta: 1 day, 5:33:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0938, top5_acc: 0.2313, loss_cls: 4.7365, loss: 4.7365 2020-07-01 18:48:59,566 - mmaction - INFO - Epoch [5][480/940] lr: 5.649e-02, eta: 1 day, 5:33:37, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.0938, top5_acc: 0.2406, loss_cls: 4.7213, loss: 4.7213 2020-07-01 18:49:08,419 - mmaction - INFO - Epoch [5][500/940] lr: 5.674e-02, eta: 1 day, 5:33:19, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.0813, top5_acc: 0.2156, loss_cls: 4.8382, loss: 4.8382 2020-07-01 18:49:17,309 - mmaction - INFO - Epoch [5][520/940] lr: 5.698e-02, eta: 1 day, 5:33:04, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.0625, top5_acc: 0.2188, loss_cls: 4.8002, loss: 4.8002 2020-07-01 18:49:26,200 - mmaction - INFO - Epoch [5][540/940] lr: 5.723e-02, eta: 1 day, 5:32:47, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.0500, top5_acc: 0.1656, loss_cls: 4.9313, loss: 4.9313 2020-07-01 18:49:35,070 - mmaction - INFO - Epoch [5][560/940] lr: 5.748e-02, eta: 1 day, 5:32:32, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2188, loss_cls: 4.8535, loss: 4.8535 2020-07-01 18:49:43,923 - mmaction - INFO - Epoch [5][580/940] lr: 5.773e-02, eta: 1 day, 5:32:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2188, loss_cls: 4.7656, loss: 4.7656 2020-07-01 18:49:52,755 - mmaction - INFO - Epoch [5][600/940] lr: 5.798e-02, eta: 1 day, 5:31:58, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2938, loss_cls: 4.5986, loss: 4.5986 2020-07-01 18:50:01,566 - mmaction - INFO - Epoch [5][620/940] lr: 5.822e-02, eta: 1 day, 5:31:38, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2625, loss_cls: 4.7295, loss: 4.7295 2020-07-01 18:50:10,403 - mmaction - INFO - Epoch [5][640/940] lr: 5.847e-02, eta: 1 day, 5:31:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0813, top5_acc: 0.1906, loss_cls: 4.8284, loss: 4.8284 2020-07-01 18:50:19,213 - mmaction - INFO - Epoch [5][660/940] lr: 5.872e-02, eta: 1 day, 5:31:01, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2656, loss_cls: 4.7000, loss: 4.7000 2020-07-01 18:50:28,058 - mmaction - INFO - Epoch [5][680/940] lr: 5.897e-02, eta: 1 day, 5:30:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2625, loss_cls: 4.5932, loss: 4.5932 2020-07-01 18:50:37,215 - mmaction - INFO - Epoch [5][700/940] lr: 5.921e-02, eta: 1 day, 5:30:44, time: 0.458, data_time: 0.016, memory: 6328, top1_acc: 0.0813, top5_acc: 0.2094, loss_cls: 4.9380, loss: 4.9380 2020-07-01 18:50:46,001 - mmaction - INFO - Epoch [5][720/940] lr: 5.946e-02, eta: 1 day, 5:30:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.1156, top5_acc: 0.2812, loss_cls: 4.6061, loss: 4.6061 2020-07-01 18:50:55,187 - mmaction - INFO - Epoch [5][740/940] lr: 5.971e-02, eta: 1 day, 5:30:25, time: 0.459, data_time: 0.021, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2406, loss_cls: 4.8525, loss: 4.8525 2020-07-01 18:51:04,051 - mmaction - INFO - Epoch [5][760/940] lr: 5.996e-02, eta: 1 day, 5:30:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2469, loss_cls: 4.7851, loss: 4.7851 2020-07-01 18:51:12,856 - mmaction - INFO - Epoch [5][780/940] lr: 6.020e-02, eta: 1 day, 5:29:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2313, loss_cls: 4.7536, loss: 4.7536 2020-07-01 18:51:21,620 - mmaction - INFO - Epoch [5][800/940] lr: 6.045e-02, eta: 1 day, 5:29:29, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.0938, top5_acc: 0.2719, loss_cls: 4.7048, loss: 4.7048 2020-07-01 18:51:30,469 - mmaction - INFO - Epoch [5][820/940] lr: 6.070e-02, eta: 1 day, 5:29:12, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2437, loss_cls: 4.7092, loss: 4.7092 2020-07-01 18:51:39,243 - mmaction - INFO - Epoch [5][840/940] lr: 6.095e-02, eta: 1 day, 5:28:52, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.0594, top5_acc: 0.2125, loss_cls: 4.8124, loss: 4.8124 2020-07-01 18:51:48,105 - mmaction - INFO - Epoch [5][860/940] lr: 6.119e-02, eta: 1 day, 5:28:36, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2344, loss_cls: 4.6796, loss: 4.6796 2020-07-01 18:51:56,905 - mmaction - INFO - Epoch [5][880/940] lr: 6.144e-02, eta: 1 day, 5:28:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2562, loss_cls: 4.6907, loss: 4.6907 2020-07-01 18:52:05,764 - mmaction - INFO - Epoch [5][900/940] lr: 6.169e-02, eta: 1 day, 5:28:01, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0594, top5_acc: 0.1844, loss_cls: 4.9138, loss: 4.9138 2020-07-01 18:52:14,677 - mmaction - INFO - Epoch [5][920/940] lr: 6.194e-02, eta: 1 day, 5:27:49, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2250, loss_cls: 4.6689, loss: 4.6689 2020-07-01 18:52:23,126 - mmaction - INFO - Epoch [5][940/940] lr: 6.219e-02, eta: 1 day, 5:27:13, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.0747, top5_acc: 0.2208, loss_cls: 4.7688, loss: 4.7688 2020-07-01 18:52:38,983 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 18:52:39,853 - mmaction - INFO - top1_acc 0.0895 top5_acc 0.2411 2020-07-01 18:52:39,853 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 18:52:39,911 - mmaction - INFO - mean_acc 0.0894 2020-07-01 18:52:39,921 - mmaction - INFO - Epoch [5][940/940] lr: 6.219e-02, top1_acc: 0.0895, top5_acc: 0.2411, mean_class_accuracy: 0.0894 2020-07-01 18:52:52,272 - mmaction - INFO - Epoch [6][20/940] lr: 6.241e-02, eta: 1 day, 5:29:52, time: 0.617, data_time: 0.175, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2281, loss_cls: 4.7047, loss: 4.7047 2020-07-01 18:53:01,125 - mmaction - INFO - Epoch [6][40/940] lr: 6.266e-02, eta: 1 day, 5:29:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2687, loss_cls: 4.5737, loss: 4.5737 2020-07-01 18:53:10,048 - mmaction - INFO - Epoch [6][60/940] lr: 6.291e-02, eta: 1 day, 5:29:22, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.0625, top5_acc: 0.2719, loss_cls: 4.7278, loss: 4.7278 2020-07-01 18:53:18,885 - mmaction - INFO - Epoch [6][80/940] lr: 6.315e-02, eta: 1 day, 5:29:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0750, top5_acc: 0.2094, loss_cls: 4.7630, loss: 4.7630 2020-07-01 18:53:27,802 - mmaction - INFO - Epoch [6][100/940] lr: 6.340e-02, eta: 1 day, 5:28:52, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2719, loss_cls: 4.6314, loss: 4.6314 2020-07-01 18:53:36,693 - mmaction - INFO - Epoch [6][120/940] lr: 6.365e-02, eta: 1 day, 5:28:37, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0719, top5_acc: 0.2437, loss_cls: 4.7552, loss: 4.7552 2020-07-01 18:53:45,541 - mmaction - INFO - Epoch [6][140/940] lr: 6.390e-02, eta: 1 day, 5:28:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0688, top5_acc: 0.2062, loss_cls: 4.9192, loss: 4.9192 2020-07-01 18:53:54,443 - mmaction - INFO - Epoch [6][160/940] lr: 6.414e-02, eta: 1 day, 5:28:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2594, loss_cls: 4.6954, loss: 4.6954 2020-07-01 18:54:03,378 - mmaction - INFO - Epoch [6][180/940] lr: 6.439e-02, eta: 1 day, 5:27:55, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.1000, top5_acc: 0.2375, loss_cls: 4.6336, loss: 4.6336 2020-07-01 18:54:12,233 - mmaction - INFO - Epoch [6][200/940] lr: 6.464e-02, eta: 1 day, 5:27:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.0813, top5_acc: 0.2313, loss_cls: 4.7050, loss: 4.7050 2020-07-01 18:54:21,043 - mmaction - INFO - Epoch [6][220/940] lr: 6.489e-02, eta: 1 day, 5:27:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2656, loss_cls: 4.7395, loss: 4.7395 2020-07-01 18:54:29,992 - mmaction - INFO - Epoch [6][240/940] lr: 6.514e-02, eta: 1 day, 5:27:11, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2719, loss_cls: 4.6517, loss: 4.6517 2020-07-01 18:54:38,845 - mmaction - INFO - Epoch [6][260/940] lr: 6.538e-02, eta: 1 day, 5:26:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1000, top5_acc: 0.2531, loss_cls: 4.7406, loss: 4.7406 2020-07-01 18:54:47,736 - mmaction - INFO - Epoch [6][280/940] lr: 6.563e-02, eta: 1 day, 5:26:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2437, loss_cls: 4.6770, loss: 4.6770 2020-07-01 18:54:56,541 - mmaction - INFO - Epoch [6][300/940] lr: 6.588e-02, eta: 1 day, 5:26:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2875, loss_cls: 4.6329, loss: 4.6329 2020-07-01 18:55:05,406 - mmaction - INFO - Epoch [6][320/940] lr: 6.613e-02, eta: 1 day, 5:26:07, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2469, loss_cls: 4.6627, loss: 4.6627 2020-07-01 18:55:14,231 - mmaction - INFO - Epoch [6][340/940] lr: 6.637e-02, eta: 1 day, 5:25:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0719, top5_acc: 0.2156, loss_cls: 4.7560, loss: 4.7560 2020-07-01 18:55:23,097 - mmaction - INFO - Epoch [6][360/940] lr: 6.662e-02, eta: 1 day, 5:25:35, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2156, loss_cls: 4.7198, loss: 4.7198 2020-07-01 18:55:31,971 - mmaction - INFO - Epoch [6][380/940] lr: 6.687e-02, eta: 1 day, 5:25:21, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2562, loss_cls: 4.6960, loss: 4.6960 2020-07-01 18:55:41,902 - mmaction - INFO - Epoch [6][400/940] lr: 6.712e-02, eta: 1 day, 5:25:51, time: 0.492, data_time: 0.013, memory: 6328, top1_acc: 0.1000, top5_acc: 0.2594, loss_cls: 4.6028, loss: 4.6028 2020-07-01 18:55:51,207 - mmaction - INFO - Epoch [6][420/940] lr: 6.736e-02, eta: 1 day, 5:26:00, time: 0.469, data_time: 0.028, memory: 6328, top1_acc: 0.1031, top5_acc: 0.2781, loss_cls: 4.5942, loss: 4.5942 2020-07-01 18:56:00,093 - mmaction - INFO - Epoch [6][440/940] lr: 6.761e-02, eta: 1 day, 5:25:46, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2906, loss_cls: 4.5523, loss: 4.5523 2020-07-01 18:56:08,964 - mmaction - INFO - Epoch [6][460/940] lr: 6.786e-02, eta: 1 day, 5:25:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1187, top5_acc: 0.2625, loss_cls: 4.6514, loss: 4.6514 2020-07-01 18:56:17,811 - mmaction - INFO - Epoch [6][480/940] lr: 6.811e-02, eta: 1 day, 5:25:16, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2281, loss_cls: 4.6171, loss: 4.6171 2020-07-01 18:56:26,643 - mmaction - INFO - Epoch [6][500/940] lr: 6.835e-02, eta: 1 day, 5:24:59, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.1031, top5_acc: 0.2844, loss_cls: 4.6027, loss: 4.6027 2020-07-01 18:56:35,451 - mmaction - INFO - Epoch [6][520/940] lr: 6.860e-02, eta: 1 day, 5:24:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2625, loss_cls: 4.5711, loss: 4.5711 2020-07-01 18:56:44,307 - mmaction - INFO - Epoch [6][540/940] lr: 6.885e-02, eta: 1 day, 5:24:26, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1313, top5_acc: 0.2594, loss_cls: 4.6445, loss: 4.6445 2020-07-01 18:56:53,124 - mmaction - INFO - Epoch [6][560/940] lr: 6.910e-02, eta: 1 day, 5:24:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2344, loss_cls: 4.7353, loss: 4.7353 2020-07-01 18:57:01,946 - mmaction - INFO - Epoch [6][580/940] lr: 6.934e-02, eta: 1 day, 5:23:53, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.1000, top5_acc: 0.2844, loss_cls: 4.4916, loss: 4.4916 2020-07-01 18:57:10,876 - mmaction - INFO - Epoch [6][600/940] lr: 6.959e-02, eta: 1 day, 5:23:41, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.0906, top5_acc: 0.2313, loss_cls: 4.8046, loss: 4.8046 2020-07-01 18:57:19,727 - mmaction - INFO - Epoch [6][620/940] lr: 6.984e-02, eta: 1 day, 5:23:26, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1031, top5_acc: 0.2625, loss_cls: 4.5631, loss: 4.5631 2020-07-01 18:57:28,621 - mmaction - INFO - Epoch [6][640/940] lr: 7.009e-02, eta: 1 day, 5:23:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.0875, top5_acc: 0.2437, loss_cls: 4.7580, loss: 4.7580 2020-07-01 18:57:37,563 - mmaction - INFO - Epoch [6][660/940] lr: 7.033e-02, eta: 1 day, 5:23:01, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.0938, top5_acc: 0.2437, loss_cls: 4.6943, loss: 4.6943 2020-07-01 18:57:46,366 - mmaction - INFO - Epoch [6][680/940] lr: 7.058e-02, eta: 1 day, 5:22:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2781, loss_cls: 4.5620, loss: 4.5620 2020-07-01 18:57:55,213 - mmaction - INFO - Epoch [6][700/940] lr: 7.083e-02, eta: 1 day, 5:22:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.3063, loss_cls: 4.3759, loss: 4.3759 2020-07-01 18:58:03,993 - mmaction - INFO - Epoch [6][720/940] lr: 7.108e-02, eta: 1 day, 5:22:11, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.1219, top5_acc: 0.2687, loss_cls: 4.4673, loss: 4.4673 2020-07-01 18:58:12,842 - mmaction - INFO - Epoch [6][740/940] lr: 7.132e-02, eta: 1 day, 5:21:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2750, loss_cls: 4.5458, loss: 4.5458 2020-07-01 18:58:21,716 - mmaction - INFO - Epoch [6][760/940] lr: 7.157e-02, eta: 1 day, 5:21:41, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.0781, top5_acc: 0.2625, loss_cls: 4.7467, loss: 4.7467 2020-07-01 18:58:30,558 - mmaction - INFO - Epoch [6][780/940] lr: 7.182e-02, eta: 1 day, 5:21:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.1219, top5_acc: 0.2687, loss_cls: 4.5057, loss: 4.5057 2020-07-01 18:58:39,606 - mmaction - INFO - Epoch [6][800/940] lr: 7.207e-02, eta: 1 day, 5:21:20, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2875, loss_cls: 4.5340, loss: 4.5340 2020-07-01 18:58:48,507 - mmaction - INFO - Epoch [6][820/940] lr: 7.231e-02, eta: 1 day, 5:21:07, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2719, loss_cls: 4.5227, loss: 4.5227 2020-07-01 18:58:57,327 - mmaction - INFO - Epoch [6][840/940] lr: 7.256e-02, eta: 1 day, 5:20:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.0844, top5_acc: 0.2750, loss_cls: 4.5427, loss: 4.5427 2020-07-01 18:59:06,189 - mmaction - INFO - Epoch [6][860/940] lr: 7.281e-02, eta: 1 day, 5:20:36, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2969, loss_cls: 4.6013, loss: 4.6013 2020-07-01 18:59:15,009 - mmaction - INFO - Epoch [6][880/940] lr: 7.306e-02, eta: 1 day, 5:20:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1031, top5_acc: 0.2344, loss_cls: 4.6683, loss: 4.6683 2020-07-01 18:59:23,908 - mmaction - INFO - Epoch [6][900/940] lr: 7.331e-02, eta: 1 day, 5:20:08, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2750, loss_cls: 4.4677, loss: 4.4677 2020-07-01 18:59:32,746 - mmaction - INFO - Epoch [6][920/940] lr: 7.355e-02, eta: 1 day, 5:19:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2844, loss_cls: 4.4505, loss: 4.4505 2020-07-01 18:59:41,146 - mmaction - INFO - Epoch [6][940/940] lr: 7.380e-02, eta: 1 day, 5:19:18, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.1071, top5_acc: 0.2662, loss_cls: 4.5397, loss: 4.5397 2020-07-01 18:59:54,364 - mmaction - INFO - Epoch [7][20/940] lr: 7.402e-02, eta: 1 day, 5:21:51, time: 0.644, data_time: 0.195, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2781, loss_cls: 4.5770, loss: 4.5770 2020-07-01 19:00:03,432 - mmaction - INFO - Epoch [7][40/940] lr: 7.426e-02, eta: 1 day, 5:21:41, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.1187, top5_acc: 0.2781, loss_cls: 4.4812, loss: 4.4812 2020-07-01 19:00:12,517 - mmaction - INFO - Epoch [7][60/940] lr: 7.451e-02, eta: 1 day, 5:21:40, time: 0.460, data_time: 0.008, memory: 6328, top1_acc: 0.0688, top5_acc: 0.2094, loss_cls: 4.7328, loss: 4.7328 2020-07-01 19:00:21,397 - mmaction - INFO - Epoch [7][80/940] lr: 7.476e-02, eta: 1 day, 5:21:25, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2687, loss_cls: 4.4899, loss: 4.4899 2020-07-01 19:00:30,297 - mmaction - INFO - Epoch [7][100/940] lr: 7.501e-02, eta: 1 day, 5:21:13, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.1406, top5_acc: 0.2969, loss_cls: 4.4578, loss: 4.4578 2020-07-01 19:00:39,118 - mmaction - INFO - Epoch [7][120/940] lr: 7.525e-02, eta: 1 day, 5:20:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2656, loss_cls: 4.5833, loss: 4.5833 2020-07-01 19:00:48,072 - mmaction - INFO - Epoch [7][140/940] lr: 7.550e-02, eta: 1 day, 5:20:46, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2969, loss_cls: 4.5332, loss: 4.5332 2020-07-01 19:00:56,908 - mmaction - INFO - Epoch [7][160/940] lr: 7.575e-02, eta: 1 day, 5:20:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2906, loss_cls: 4.4116, loss: 4.4116 2020-07-01 19:01:05,832 - mmaction - INFO - Epoch [7][180/940] lr: 7.600e-02, eta: 1 day, 5:20:19, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2656, loss_cls: 4.6451, loss: 4.6451 2020-07-01 19:01:14,715 - mmaction - INFO - Epoch [7][200/940] lr: 7.624e-02, eta: 1 day, 5:20:05, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1406, top5_acc: 0.3281, loss_cls: 4.4069, loss: 4.4069 2020-07-01 19:01:23,615 - mmaction - INFO - Epoch [7][220/940] lr: 7.649e-02, eta: 1 day, 5:19:51, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1031, top5_acc: 0.2719, loss_cls: 4.6043, loss: 4.6043 2020-07-01 19:01:32,440 - mmaction - INFO - Epoch [7][240/940] lr: 7.674e-02, eta: 1 day, 5:19:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1219, top5_acc: 0.3156, loss_cls: 4.3271, loss: 4.3271 2020-07-01 19:01:41,393 - mmaction - INFO - Epoch [7][260/940] lr: 7.699e-02, eta: 1 day, 5:19:25, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.1031, top5_acc: 0.3187, loss_cls: 4.4993, loss: 4.4993 2020-07-01 19:01:50,279 - mmaction - INFO - Epoch [7][280/940] lr: 7.723e-02, eta: 1 day, 5:19:11, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1375, top5_acc: 0.3063, loss_cls: 4.4163, loss: 4.4163 2020-07-01 19:01:59,126 - mmaction - INFO - Epoch [7][300/940] lr: 7.748e-02, eta: 1 day, 5:18:58, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.1219, top5_acc: 0.2781, loss_cls: 4.4388, loss: 4.4388 2020-07-01 19:02:08,003 - mmaction - INFO - Epoch [7][320/940] lr: 7.773e-02, eta: 1 day, 5:18:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3563, loss_cls: 4.2913, loss: 4.2913 2020-07-01 19:02:16,859 - mmaction - INFO - Epoch [7][340/940] lr: 7.798e-02, eta: 1 day, 5:18:29, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2531, loss_cls: 4.4251, loss: 4.4251 2020-07-01 19:02:25,746 - mmaction - INFO - Epoch [7][360/940] lr: 7.822e-02, eta: 1 day, 5:18:16, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1156, top5_acc: 0.2906, loss_cls: 4.4433, loss: 4.4433 2020-07-01 19:02:34,632 - mmaction - INFO - Epoch [7][380/940] lr: 7.847e-02, eta: 1 day, 5:18:03, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.1187, top5_acc: 0.3063, loss_cls: 4.4743, loss: 4.4743 2020-07-01 19:02:43,500 - mmaction - INFO - Epoch [7][400/940] lr: 7.872e-02, eta: 1 day, 5:17:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1437, top5_acc: 0.2844, loss_cls: 4.4518, loss: 4.4518 2020-07-01 19:02:52,360 - mmaction - INFO - Epoch [7][420/940] lr: 7.897e-02, eta: 1 day, 5:17:36, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1156, top5_acc: 0.3125, loss_cls: 4.4455, loss: 4.4455 2020-07-01 19:03:01,276 - mmaction - INFO - Epoch [7][440/940] lr: 7.921e-02, eta: 1 day, 5:17:24, time: 0.446, data_time: 0.005, memory: 6328, top1_acc: 0.0969, top5_acc: 0.2781, loss_cls: 4.5364, loss: 4.5364 2020-07-01 19:03:10,195 - mmaction - INFO - Epoch [7][460/940] lr: 7.946e-02, eta: 1 day, 5:17:12, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.0969, top5_acc: 0.3156, loss_cls: 4.3899, loss: 4.3899 2020-07-01 19:03:19,372 - mmaction - INFO - Epoch [7][480/940] lr: 7.971e-02, eta: 1 day, 5:17:10, time: 0.459, data_time: 0.018, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2750, loss_cls: 4.5182, loss: 4.5182 2020-07-01 19:03:28,235 - mmaction - INFO - Epoch [7][500/940] lr: 7.996e-02, eta: 1 day, 5:16:56, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3187, loss_cls: 4.3491, loss: 4.3491 2020-07-01 19:03:37,105 - mmaction - INFO - Epoch [7][520/940] lr: 8.020e-02, eta: 1 day, 5:16:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1250, top5_acc: 0.3312, loss_cls: 4.2830, loss: 4.2830 2020-07-01 19:03:45,918 - mmaction - INFO - Epoch [7][540/940] lr: 8.045e-02, eta: 1 day, 5:16:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1219, top5_acc: 0.3219, loss_cls: 4.3397, loss: 4.3397 2020-07-01 19:03:54,760 - mmaction - INFO - Epoch [7][560/940] lr: 8.070e-02, eta: 1 day, 5:16:12, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1594, top5_acc: 0.3063, loss_cls: 4.3643, loss: 4.3643 2020-07-01 19:04:03,600 - mmaction - INFO - Epoch [7][580/940] lr: 8.095e-02, eta: 1 day, 5:15:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.3063, loss_cls: 4.3425, loss: 4.3425 2020-07-01 19:04:12,509 - mmaction - INFO - Epoch [7][600/940] lr: 8.119e-02, eta: 1 day, 5:15:46, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2969, loss_cls: 4.4223, loss: 4.4223 2020-07-01 19:04:21,387 - mmaction - INFO - Epoch [7][620/940] lr: 8.144e-02, eta: 1 day, 5:15:32, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1094, top5_acc: 0.3125, loss_cls: 4.4492, loss: 4.4492 2020-07-01 19:04:30,227 - mmaction - INFO - Epoch [7][640/940] lr: 8.169e-02, eta: 1 day, 5:15:18, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3281, loss_cls: 4.3099, loss: 4.3099 2020-07-01 19:04:39,099 - mmaction - INFO - Epoch [7][660/940] lr: 8.194e-02, eta: 1 day, 5:15:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1313, top5_acc: 0.3500, loss_cls: 4.2920, loss: 4.2920 2020-07-01 19:04:47,976 - mmaction - INFO - Epoch [7][680/940] lr: 8.218e-02, eta: 1 day, 5:14:51, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1187, top5_acc: 0.2844, loss_cls: 4.4745, loss: 4.4745 2020-07-01 19:04:56,821 - mmaction - INFO - Epoch [7][700/940] lr: 8.243e-02, eta: 1 day, 5:14:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1156, top5_acc: 0.3344, loss_cls: 4.2662, loss: 4.2662 2020-07-01 19:05:05,677 - mmaction - INFO - Epoch [7][720/940] lr: 8.268e-02, eta: 1 day, 5:14:23, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.0938, top5_acc: 0.2719, loss_cls: 4.5575, loss: 4.5575 2020-07-01 19:05:14,476 - mmaction - INFO - Epoch [7][740/940] lr: 8.293e-02, eta: 1 day, 5:14:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3219, loss_cls: 4.4140, loss: 4.4140 2020-07-01 19:05:23,339 - mmaction - INFO - Epoch [7][760/940] lr: 8.317e-02, eta: 1 day, 5:13:54, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1250, top5_acc: 0.3375, loss_cls: 4.1962, loss: 4.1962 2020-07-01 19:05:32,222 - mmaction - INFO - Epoch [7][780/940] lr: 8.342e-02, eta: 1 day, 5:13:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1313, top5_acc: 0.2906, loss_cls: 4.4892, loss: 4.4892 2020-07-01 19:05:41,072 - mmaction - INFO - Epoch [7][800/940] lr: 8.367e-02, eta: 1 day, 5:13:28, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1156, top5_acc: 0.2781, loss_cls: 4.5430, loss: 4.5430 2020-07-01 19:05:49,907 - mmaction - INFO - Epoch [7][820/940] lr: 8.392e-02, eta: 1 day, 5:13:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.3000, loss_cls: 4.4390, loss: 4.4390 2020-07-01 19:05:58,680 - mmaction - INFO - Epoch [7][840/940] lr: 8.416e-02, eta: 1 day, 5:12:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.1406, top5_acc: 0.3250, loss_cls: 4.3775, loss: 4.3775 2020-07-01 19:06:07,550 - mmaction - INFO - Epoch [7][860/940] lr: 8.441e-02, eta: 1 day, 5:12:44, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3219, loss_cls: 4.3449, loss: 4.3449 2020-07-01 19:06:16,374 - mmaction - INFO - Epoch [7][880/940] lr: 8.466e-02, eta: 1 day, 5:12:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.3000, loss_cls: 4.5184, loss: 4.5184 2020-07-01 19:06:25,222 - mmaction - INFO - Epoch [7][900/940] lr: 8.491e-02, eta: 1 day, 5:12:15, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2781, loss_cls: 4.5407, loss: 4.5407 2020-07-01 19:06:34,094 - mmaction - INFO - Epoch [7][920/940] lr: 8.515e-02, eta: 1 day, 5:12:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3250, loss_cls: 4.3672, loss: 4.3672 2020-07-01 19:06:42,565 - mmaction - INFO - Epoch [7][940/940] lr: 8.540e-02, eta: 1 day, 5:11:35, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.1591, top5_acc: 0.3506, loss_cls: 4.2019, loss: 4.2019 2020-07-01 19:06:57,852 - mmaction - INFO - Epoch [8][20/940] lr: 8.561e-02, eta: 1 day, 5:14:57, time: 0.747, data_time: 0.250, memory: 6328, top1_acc: 0.1406, top5_acc: 0.2969, loss_cls: 4.3593, loss: 4.3593 2020-07-01 19:07:06,763 - mmaction - INFO - Epoch [8][40/940] lr: 8.585e-02, eta: 1 day, 5:14:45, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3156, loss_cls: 4.2982, loss: 4.2982 2020-07-01 19:07:16,566 - mmaction - INFO - Epoch [8][60/940] lr: 8.610e-02, eta: 1 day, 5:15:05, time: 0.491, data_time: 0.001, memory: 6328, top1_acc: 0.1000, top5_acc: 0.2969, loss_cls: 4.4160, loss: 4.4160 2020-07-01 19:07:26,123 - mmaction - INFO - Epoch [8][80/940] lr: 8.635e-02, eta: 1 day, 5:15:15, time: 0.477, data_time: 0.036, memory: 6328, top1_acc: 0.1313, top5_acc: 0.3125, loss_cls: 4.3437, loss: 4.3437 2020-07-01 19:07:35,026 - mmaction - INFO - Epoch [8][100/940] lr: 8.660e-02, eta: 1 day, 5:15:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.2938, loss_cls: 4.5513, loss: 4.5513 2020-07-01 19:07:43,888 - mmaction - INFO - Epoch [8][120/940] lr: 8.684e-02, eta: 1 day, 5:14:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3000, loss_cls: 4.3682, loss: 4.3682 2020-07-01 19:07:52,780 - mmaction - INFO - Epoch [8][140/940] lr: 8.709e-02, eta: 1 day, 5:14:36, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3312, loss_cls: 4.2405, loss: 4.2405 2020-07-01 19:08:01,619 - mmaction - INFO - Epoch [8][160/940] lr: 8.734e-02, eta: 1 day, 5:14:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3719, loss_cls: 4.2070, loss: 4.2070 2020-07-01 19:08:10,486 - mmaction - INFO - Epoch [8][180/940] lr: 8.759e-02, eta: 1 day, 5:14:08, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1656, top5_acc: 0.3844, loss_cls: 4.0311, loss: 4.0311 2020-07-01 19:08:19,398 - mmaction - INFO - Epoch [8][200/940] lr: 8.783e-02, eta: 1 day, 5:13:56, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3563, loss_cls: 4.1321, loss: 4.1321 2020-07-01 19:08:28,350 - mmaction - INFO - Epoch [8][220/940] lr: 8.808e-02, eta: 1 day, 5:13:45, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3219, loss_cls: 4.2001, loss: 4.2001 2020-07-01 19:08:37,216 - mmaction - INFO - Epoch [8][240/940] lr: 8.833e-02, eta: 1 day, 5:13:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1062, top5_acc: 0.2562, loss_cls: 4.5546, loss: 4.5546 2020-07-01 19:08:46,106 - mmaction - INFO - Epoch [8][260/940] lr: 8.857e-02, eta: 1 day, 5:13:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3531, loss_cls: 4.2911, loss: 4.2911 2020-07-01 19:08:54,967 - mmaction - INFO - Epoch [8][280/940] lr: 8.882e-02, eta: 1 day, 5:13:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3063, loss_cls: 4.3244, loss: 4.3244 2020-07-01 19:09:03,901 - mmaction - INFO - Epoch [8][300/940] lr: 8.907e-02, eta: 1 day, 5:12:54, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3406, loss_cls: 4.2698, loss: 4.2698 2020-07-01 19:09:12,780 - mmaction - INFO - Epoch [8][320/940] lr: 8.932e-02, eta: 1 day, 5:12:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1688, top5_acc: 0.3344, loss_cls: 4.3189, loss: 4.3189 2020-07-01 19:09:21,681 - mmaction - INFO - Epoch [8][340/940] lr: 8.956e-02, eta: 1 day, 5:12:28, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3312, loss_cls: 4.2369, loss: 4.2369 2020-07-01 19:09:30,575 - mmaction - INFO - Epoch [8][360/940] lr: 8.981e-02, eta: 1 day, 5:12:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1375, top5_acc: 0.3156, loss_cls: 4.3702, loss: 4.3702 2020-07-01 19:09:39,430 - mmaction - INFO - Epoch [8][380/940] lr: 9.006e-02, eta: 1 day, 5:12:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3625, loss_cls: 4.3002, loss: 4.3002 2020-07-01 19:09:48,272 - mmaction - INFO - Epoch [8][400/940] lr: 9.031e-02, eta: 1 day, 5:11:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1156, top5_acc: 0.2906, loss_cls: 4.3537, loss: 4.3537 2020-07-01 19:09:57,146 - mmaction - INFO - Epoch [8][420/940] lr: 9.055e-02, eta: 1 day, 5:11:35, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1594, top5_acc: 0.3312, loss_cls: 4.3251, loss: 4.3251 2020-07-01 19:10:06,014 - mmaction - INFO - Epoch [8][440/940] lr: 9.080e-02, eta: 1 day, 5:11:22, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1094, top5_acc: 0.3031, loss_cls: 4.3366, loss: 4.3366 2020-07-01 19:10:14,864 - mmaction - INFO - Epoch [8][460/940] lr: 9.105e-02, eta: 1 day, 5:11:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3563, loss_cls: 4.1761, loss: 4.1761 2020-07-01 19:10:23,709 - mmaction - INFO - Epoch [8][480/940] lr: 9.130e-02, eta: 1 day, 5:10:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3000, loss_cls: 4.3756, loss: 4.3756 2020-07-01 19:10:32,599 - mmaction - INFO - Epoch [8][500/940] lr: 9.154e-02, eta: 1 day, 5:10:42, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3031, loss_cls: 4.3435, loss: 4.3435 2020-07-01 19:10:41,422 - mmaction - INFO - Epoch [8][520/940] lr: 9.179e-02, eta: 1 day, 5:10:27, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3469, loss_cls: 4.3046, loss: 4.3046 2020-07-01 19:10:50,242 - mmaction - INFO - Epoch [8][540/940] lr: 9.204e-02, eta: 1 day, 5:10:12, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1250, top5_acc: 0.3406, loss_cls: 4.2600, loss: 4.2600 2020-07-01 19:10:59,051 - mmaction - INFO - Epoch [8][560/940] lr: 9.229e-02, eta: 1 day, 5:09:57, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3531, loss_cls: 4.1851, loss: 4.1851 2020-07-01 19:11:07,922 - mmaction - INFO - Epoch [8][580/940] lr: 9.253e-02, eta: 1 day, 5:09:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3406, loss_cls: 4.2896, loss: 4.2896 2020-07-01 19:11:16,766 - mmaction - INFO - Epoch [8][600/940] lr: 9.278e-02, eta: 1 day, 5:09:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3156, loss_cls: 4.2910, loss: 4.2910 2020-07-01 19:11:25,587 - mmaction - INFO - Epoch [8][620/940] lr: 9.303e-02, eta: 1 day, 5:09:15, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.1406, top5_acc: 0.3625, loss_cls: 4.1824, loss: 4.1824 2020-07-01 19:11:34,439 - mmaction - INFO - Epoch [8][640/940] lr: 9.327e-02, eta: 1 day, 5:09:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1062, top5_acc: 0.3500, loss_cls: 4.2089, loss: 4.2089 2020-07-01 19:11:43,260 - mmaction - INFO - Epoch [8][660/940] lr: 9.352e-02, eta: 1 day, 5:08:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1094, top5_acc: 0.2812, loss_cls: 4.3431, loss: 4.3431 2020-07-01 19:11:52,101 - mmaction - INFO - Epoch [8][680/940] lr: 9.377e-02, eta: 1 day, 5:08:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3656, loss_cls: 4.1246, loss: 4.1246 2020-07-01 19:12:01,251 - mmaction - INFO - Epoch [8][700/940] lr: 9.402e-02, eta: 1 day, 5:08:30, time: 0.457, data_time: 0.017, memory: 6328, top1_acc: 0.1094, top5_acc: 0.3531, loss_cls: 4.1956, loss: 4.1956 2020-07-01 19:12:10,056 - mmaction - INFO - Epoch [8][720/940] lr: 9.426e-02, eta: 1 day, 5:08:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1125, top5_acc: 0.3750, loss_cls: 4.2037, loss: 4.2037 2020-07-01 19:12:18,871 - mmaction - INFO - Epoch [8][740/940] lr: 9.451e-02, eta: 1 day, 5:08:00, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3344, loss_cls: 4.3899, loss: 4.3899 2020-07-01 19:12:27,726 - mmaction - INFO - Epoch [8][760/940] lr: 9.476e-02, eta: 1 day, 5:07:47, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1812, top5_acc: 0.3531, loss_cls: 4.2263, loss: 4.2263 2020-07-01 19:12:36,590 - mmaction - INFO - Epoch [8][780/940] lr: 9.501e-02, eta: 1 day, 5:07:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3469, loss_cls: 4.2035, loss: 4.2035 2020-07-01 19:12:45,425 - mmaction - INFO - Epoch [8][800/940] lr: 9.525e-02, eta: 1 day, 5:07:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1750, top5_acc: 0.3656, loss_cls: 4.0741, loss: 4.0741 2020-07-01 19:12:54,312 - mmaction - INFO - Epoch [8][820/940] lr: 9.550e-02, eta: 1 day, 5:07:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3156, loss_cls: 4.3625, loss: 4.3625 2020-07-01 19:13:03,168 - mmaction - INFO - Epoch [8][840/940] lr: 9.575e-02, eta: 1 day, 5:06:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3750, loss_cls: 4.0807, loss: 4.0807 2020-07-01 19:13:12,089 - mmaction - INFO - Epoch [8][860/940] lr: 9.600e-02, eta: 1 day, 5:06:43, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.1313, top5_acc: 0.3531, loss_cls: 4.3120, loss: 4.3120 2020-07-01 19:13:20,897 - mmaction - INFO - Epoch [8][880/940] lr: 9.624e-02, eta: 1 day, 5:06:29, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3625, loss_cls: 4.0922, loss: 4.0922 2020-07-01 19:13:29,749 - mmaction - INFO - Epoch [8][900/940] lr: 9.649e-02, eta: 1 day, 5:06:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3375, loss_cls: 4.2684, loss: 4.2684 2020-07-01 19:13:38,586 - mmaction - INFO - Epoch [8][920/940] lr: 9.674e-02, eta: 1 day, 5:06:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3219, loss_cls: 4.2444, loss: 4.2444 2020-07-01 19:13:47,039 - mmaction - INFO - Epoch [8][940/940] lr: 9.698e-02, eta: 1 day, 5:05:36, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.1104, top5_acc: 0.3247, loss_cls: 4.2768, loss: 4.2768 2020-07-01 19:13:47,349 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-01 19:14:02,039 - mmaction - INFO - Epoch [9][20/940] lr: 9.718e-02, eta: 1 day, 5:07:19, time: 0.631, data_time: 0.192, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3406, loss_cls: 4.2131, loss: 4.2131 2020-07-01 19:14:10,913 - mmaction - INFO - Epoch [9][40/940] lr: 9.742e-02, eta: 1 day, 5:07:06, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1250, top5_acc: 0.3250, loss_cls: 4.2122, loss: 4.2122 2020-07-01 19:14:19,792 - mmaction - INFO - Epoch [9][60/940] lr: 9.767e-02, eta: 1 day, 5:06:54, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3312, loss_cls: 4.1237, loss: 4.1237 2020-07-01 19:14:28,670 - mmaction - INFO - Epoch [9][80/940] lr: 9.792e-02, eta: 1 day, 5:06:41, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1719, top5_acc: 0.3937, loss_cls: 4.1077, loss: 4.1077 2020-07-01 19:14:37,531 - mmaction - INFO - Epoch [9][100/940] lr: 9.817e-02, eta: 1 day, 5:06:28, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3625, loss_cls: 4.2244, loss: 4.2244 2020-07-01 19:14:46,458 - mmaction - INFO - Epoch [9][120/940] lr: 9.841e-02, eta: 1 day, 5:06:17, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3531, loss_cls: 4.2681, loss: 4.2681 2020-07-01 19:14:55,310 - mmaction - INFO - Epoch [9][140/940] lr: 9.866e-02, eta: 1 day, 5:06:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3375, loss_cls: 4.2086, loss: 4.2086 2020-07-01 19:15:04,180 - mmaction - INFO - Epoch [9][160/940] lr: 9.891e-02, eta: 1 day, 5:05:51, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3531, loss_cls: 4.1212, loss: 4.1212 2020-07-01 19:15:13,059 - mmaction - INFO - Epoch [9][180/940] lr: 9.916e-02, eta: 1 day, 5:05:39, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3250, loss_cls: 4.2985, loss: 4.2985 2020-07-01 19:15:21,920 - mmaction - INFO - Epoch [9][200/940] lr: 9.940e-02, eta: 1 day, 5:05:25, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1406, top5_acc: 0.3688, loss_cls: 4.1689, loss: 4.1689 2020-07-01 19:15:30,765 - mmaction - INFO - Epoch [9][220/940] lr: 9.965e-02, eta: 1 day, 5:05:12, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3750, loss_cls: 4.1747, loss: 4.1747 2020-07-01 19:15:39,653 - mmaction - INFO - Epoch [9][240/940] lr: 9.990e-02, eta: 1 day, 5:05:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3469, loss_cls: 4.1893, loss: 4.1893 2020-07-01 19:15:48,531 - mmaction - INFO - Epoch [9][260/940] lr: 1.001e-01, eta: 1 day, 5:04:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3656, loss_cls: 4.1394, loss: 4.1394 2020-07-01 19:15:57,428 - mmaction - INFO - Epoch [9][280/940] lr: 1.004e-01, eta: 1 day, 5:04:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.2875, loss_cls: 4.3364, loss: 4.3364 2020-07-01 19:16:06,280 - mmaction - INFO - Epoch [9][300/940] lr: 1.006e-01, eta: 1 day, 5:04:23, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3406, loss_cls: 4.1245, loss: 4.1245 2020-07-01 19:16:15,192 - mmaction - INFO - Epoch [9][320/940] lr: 1.009e-01, eta: 1 day, 5:04:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1719, top5_acc: 0.3531, loss_cls: 4.1997, loss: 4.1997 2020-07-01 19:16:24,107 - mmaction - INFO - Epoch [9][340/940] lr: 1.011e-01, eta: 1 day, 5:04:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3656, loss_cls: 4.0754, loss: 4.0754 2020-07-01 19:16:32,936 - mmaction - INFO - Epoch [9][360/940] lr: 1.014e-01, eta: 1 day, 5:03:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3531, loss_cls: 4.2609, loss: 4.2609 2020-07-01 19:16:41,791 - mmaction - INFO - Epoch [9][380/940] lr: 1.016e-01, eta: 1 day, 5:03:33, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1750, top5_acc: 0.3906, loss_cls: 4.2064, loss: 4.2064 2020-07-01 19:16:50,667 - mmaction - INFO - Epoch [9][400/940] lr: 1.019e-01, eta: 1 day, 5:03:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1781, top5_acc: 0.3844, loss_cls: 4.1146, loss: 4.1146 2020-07-01 19:16:59,524 - mmaction - INFO - Epoch [9][420/940] lr: 1.021e-01, eta: 1 day, 5:03:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1656, top5_acc: 0.3625, loss_cls: 4.0640, loss: 4.0640 2020-07-01 19:17:08,397 - mmaction - INFO - Epoch [9][440/940] lr: 1.024e-01, eta: 1 day, 5:02:56, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1844, top5_acc: 0.3812, loss_cls: 4.0537, loss: 4.0537 2020-07-01 19:17:17,234 - mmaction - INFO - Epoch [9][460/940] lr: 1.026e-01, eta: 1 day, 5:02:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1219, top5_acc: 0.3125, loss_cls: 4.3813, loss: 4.3813 2020-07-01 19:17:26,175 - mmaction - INFO - Epoch [9][480/940] lr: 1.029e-01, eta: 1 day, 5:02:32, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.1375, top5_acc: 0.3375, loss_cls: 4.1959, loss: 4.1959 2020-07-01 19:17:35,029 - mmaction - INFO - Epoch [9][500/940] lr: 1.031e-01, eta: 1 day, 5:02:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1406, top5_acc: 0.3844, loss_cls: 4.1553, loss: 4.1553 2020-07-01 19:17:43,926 - mmaction - INFO - Epoch [9][520/940] lr: 1.034e-01, eta: 1 day, 5:02:08, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4156, loss_cls: 3.8900, loss: 3.8900 2020-07-01 19:17:52,792 - mmaction - INFO - Epoch [9][540/940] lr: 1.036e-01, eta: 1 day, 5:01:55, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3500, loss_cls: 4.0897, loss: 4.0897 2020-07-01 19:18:01,615 - mmaction - INFO - Epoch [9][560/940] lr: 1.039e-01, eta: 1 day, 5:01:41, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4062, loss_cls: 3.9786, loss: 3.9786 2020-07-01 19:18:10,541 - mmaction - INFO - Epoch [9][580/940] lr: 1.041e-01, eta: 1 day, 5:01:30, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3656, loss_cls: 4.0487, loss: 4.0487 2020-07-01 19:18:19,347 - mmaction - INFO - Epoch [9][600/940] lr: 1.043e-01, eta: 1 day, 5:01:16, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3969, loss_cls: 4.0265, loss: 4.0265 2020-07-01 19:18:28,243 - mmaction - INFO - Epoch [9][620/940] lr: 1.046e-01, eta: 1 day, 5:01:05, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.1719, top5_acc: 0.3969, loss_cls: 4.0386, loss: 4.0386 2020-07-01 19:18:37,309 - mmaction - INFO - Epoch [9][640/940] lr: 1.048e-01, eta: 1 day, 5:00:58, time: 0.454, data_time: 0.012, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3750, loss_cls: 4.1564, loss: 4.1564 2020-07-01 19:18:46,192 - mmaction - INFO - Epoch [9][660/940] lr: 1.051e-01, eta: 1 day, 5:00:46, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1688, top5_acc: 0.4062, loss_cls: 3.9287, loss: 3.9287 2020-07-01 19:18:55,529 - mmaction - INFO - Epoch [9][680/940] lr: 1.053e-01, eta: 1 day, 5:00:47, time: 0.466, data_time: 0.023, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3781, loss_cls: 4.0894, loss: 4.0894 2020-07-01 19:19:04,401 - mmaction - INFO - Epoch [9][700/940] lr: 1.056e-01, eta: 1 day, 5:00:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3906, loss_cls: 4.0467, loss: 4.0467 2020-07-01 19:19:13,921 - mmaction - INFO - Epoch [9][720/940] lr: 1.058e-01, eta: 1 day, 5:00:40, time: 0.476, data_time: 0.036, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3469, loss_cls: 4.1575, loss: 4.1575 2020-07-01 19:19:22,724 - mmaction - INFO - Epoch [9][740/940] lr: 1.061e-01, eta: 1 day, 5:00:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3500, loss_cls: 4.1786, loss: 4.1786 2020-07-01 19:19:31,594 - mmaction - INFO - Epoch [9][760/940] lr: 1.063e-01, eta: 1 day, 5:00:14, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3625, loss_cls: 4.1919, loss: 4.1919 2020-07-01 19:19:40,487 - mmaction - INFO - Epoch [9][780/940] lr: 1.066e-01, eta: 1 day, 5:00:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.3906, loss_cls: 4.1251, loss: 4.1251 2020-07-01 19:19:49,308 - mmaction - INFO - Epoch [9][800/940] lr: 1.068e-01, eta: 1 day, 4:59:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3750, loss_cls: 4.1329, loss: 4.1329 2020-07-01 19:19:58,167 - mmaction - INFO - Epoch [9][820/940] lr: 1.071e-01, eta: 1 day, 4:59:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1594, top5_acc: 0.3563, loss_cls: 4.1471, loss: 4.1471 2020-07-01 19:20:07,314 - mmaction - INFO - Epoch [9][840/940] lr: 1.073e-01, eta: 1 day, 4:59:32, time: 0.457, data_time: 0.015, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3563, loss_cls: 4.1365, loss: 4.1365 2020-07-01 19:20:16,160 - mmaction - INFO - Epoch [9][860/940] lr: 1.076e-01, eta: 1 day, 4:59:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3500, loss_cls: 4.1400, loss: 4.1400 2020-07-01 19:20:25,368 - mmaction - INFO - Epoch [9][880/940] lr: 1.078e-01, eta: 1 day, 4:59:16, time: 0.460, data_time: 0.022, memory: 6328, top1_acc: 0.1625, top5_acc: 0.3875, loss_cls: 4.0808, loss: 4.0808 2020-07-01 19:20:34,220 - mmaction - INFO - Epoch [9][900/940] lr: 1.081e-01, eta: 1 day, 4:59:03, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1875, top5_acc: 0.3406, loss_cls: 4.0992, loss: 4.0992 2020-07-01 19:20:43,279 - mmaction - INFO - Epoch [9][920/940] lr: 1.083e-01, eta: 1 day, 4:58:56, time: 0.453, data_time: 0.014, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3625, loss_cls: 4.1724, loss: 4.1724 2020-07-01 19:20:51,760 - mmaction - INFO - Epoch [9][940/940] lr: 1.085e-01, eta: 1 day, 4:58:34, time: 0.425, data_time: 0.001, memory: 6328, top1_acc: 0.1396, top5_acc: 0.3961, loss_cls: 3.9781, loss: 3.9781 2020-07-01 19:21:04,982 - mmaction - INFO - Epoch [10][20/940] lr: 1.087e-01, eta: 1 day, 5:00:11, time: 0.642, data_time: 0.191, memory: 6328, top1_acc: 0.1781, top5_acc: 0.3563, loss_cls: 4.0721, loss: 4.0721 2020-07-01 19:21:13,835 - mmaction - INFO - Epoch [10][40/940] lr: 1.090e-01, eta: 1 day, 4:59:58, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3906, loss_cls: 4.0033, loss: 4.0033 2020-07-01 19:21:22,673 - mmaction - INFO - Epoch [10][60/940] lr: 1.092e-01, eta: 1 day, 4:59:45, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3375, loss_cls: 4.2711, loss: 4.2711 2020-07-01 19:21:31,564 - mmaction - INFO - Epoch [10][80/940] lr: 1.095e-01, eta: 1 day, 4:59:33, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.1906, top5_acc: 0.3875, loss_cls: 3.9918, loss: 3.9918 2020-07-01 19:21:40,481 - mmaction - INFO - Epoch [10][100/940] lr: 1.097e-01, eta: 1 day, 4:59:22, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4125, loss_cls: 3.9096, loss: 3.9096 2020-07-01 19:21:49,336 - mmaction - INFO - Epoch [10][120/940] lr: 1.100e-01, eta: 1 day, 4:59:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3906, loss_cls: 4.0222, loss: 4.0222 2020-07-01 19:21:58,199 - mmaction - INFO - Epoch [10][140/940] lr: 1.102e-01, eta: 1 day, 4:58:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1281, top5_acc: 0.3563, loss_cls: 4.1092, loss: 4.1092 2020-07-01 19:22:07,303 - mmaction - INFO - Epoch [10][160/940] lr: 1.105e-01, eta: 1 day, 4:58:50, time: 0.455, data_time: 0.012, memory: 6328, top1_acc: 0.1656, top5_acc: 0.3688, loss_cls: 4.1282, loss: 4.1282 2020-07-01 19:22:16,153 - mmaction - INFO - Epoch [10][180/940] lr: 1.107e-01, eta: 1 day, 4:58:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.9160, loss: 3.9160 2020-07-01 19:22:25,211 - mmaction - INFO - Epoch [10][200/940] lr: 1.110e-01, eta: 1 day, 4:58:30, time: 0.453, data_time: 0.013, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4594, loss_cls: 3.8411, loss: 3.8411 2020-07-01 19:22:34,139 - mmaction - INFO - Epoch [10][220/940] lr: 1.112e-01, eta: 1 day, 4:58:20, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3750, loss_cls: 4.0981, loss: 4.0981 2020-07-01 19:22:43,205 - mmaction - INFO - Epoch [10][240/940] lr: 1.114e-01, eta: 1 day, 4:58:13, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4000, loss_cls: 4.0104, loss: 4.0104 2020-07-01 19:22:52,120 - mmaction - INFO - Epoch [10][260/940] lr: 1.117e-01, eta: 1 day, 4:58:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1594, top5_acc: 0.3406, loss_cls: 4.1214, loss: 4.1214 2020-07-01 19:23:00,996 - mmaction - INFO - Epoch [10][280/940] lr: 1.119e-01, eta: 1 day, 4:57:50, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.1938, top5_acc: 0.3688, loss_cls: 3.9129, loss: 3.9129 2020-07-01 19:23:09,865 - mmaction - INFO - Epoch [10][300/940] lr: 1.122e-01, eta: 1 day, 4:57:37, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1844, top5_acc: 0.3781, loss_cls: 3.9409, loss: 3.9409 2020-07-01 19:23:18,741 - mmaction - INFO - Epoch [10][320/940] lr: 1.124e-01, eta: 1 day, 4:57:26, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3500, loss_cls: 4.1275, loss: 4.1275 2020-07-01 19:23:27,620 - mmaction - INFO - Epoch [10][340/940] lr: 1.127e-01, eta: 1 day, 4:57:13, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.1625, top5_acc: 0.4250, loss_cls: 4.0055, loss: 4.0055 2020-07-01 19:23:36,487 - mmaction - INFO - Epoch [10][360/940] lr: 1.129e-01, eta: 1 day, 4:57:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1938, top5_acc: 0.4125, loss_cls: 4.0166, loss: 4.0166 2020-07-01 19:23:45,333 - mmaction - INFO - Epoch [10][380/940] lr: 1.132e-01, eta: 1 day, 4:56:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1594, top5_acc: 0.3906, loss_cls: 4.2282, loss: 4.2282 2020-07-01 19:23:54,229 - mmaction - INFO - Epoch [10][400/940] lr: 1.134e-01, eta: 1 day, 4:56:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1594, top5_acc: 0.4031, loss_cls: 4.0511, loss: 4.0511 2020-07-01 19:24:03,069 - mmaction - INFO - Epoch [10][420/940] lr: 1.137e-01, eta: 1 day, 4:56:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1688, top5_acc: 0.3812, loss_cls: 4.0450, loss: 4.0450 2020-07-01 19:24:11,915 - mmaction - INFO - Epoch [10][440/940] lr: 1.139e-01, eta: 1 day, 4:56:11, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.1562, top5_acc: 0.3812, loss_cls: 4.0671, loss: 4.0671 2020-07-01 19:24:20,766 - mmaction - INFO - Epoch [10][460/940] lr: 1.142e-01, eta: 1 day, 4:55:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4125, loss_cls: 3.9650, loss: 3.9650 2020-07-01 19:24:29,583 - mmaction - INFO - Epoch [10][480/940] lr: 1.144e-01, eta: 1 day, 4:55:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4031, loss_cls: 4.0157, loss: 4.0157 2020-07-01 19:24:38,460 - mmaction - INFO - Epoch [10][500/940] lr: 1.147e-01, eta: 1 day, 4:55:33, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4188, loss_cls: 3.9118, loss: 3.9118 2020-07-01 19:24:47,303 - mmaction - INFO - Epoch [10][520/940] lr: 1.149e-01, eta: 1 day, 4:55:20, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1781, top5_acc: 0.3750, loss_cls: 4.1461, loss: 4.1461 2020-07-01 19:24:56,138 - mmaction - INFO - Epoch [10][540/940] lr: 1.152e-01, eta: 1 day, 4:55:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4000, loss_cls: 3.9959, loss: 3.9959 2020-07-01 19:25:04,969 - mmaction - INFO - Epoch [10][560/940] lr: 1.154e-01, eta: 1 day, 4:54:55, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.1750, top5_acc: 0.3937, loss_cls: 3.9857, loss: 3.9857 2020-07-01 19:25:13,944 - mmaction - INFO - Epoch [10][580/940] lr: 1.156e-01, eta: 1 day, 4:54:45, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4219, loss_cls: 3.9234, loss: 3.9234 2020-07-01 19:25:22,801 - mmaction - INFO - Epoch [10][600/940] lr: 1.159e-01, eta: 1 day, 4:54:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3969, loss_cls: 4.1099, loss: 4.1099 2020-07-01 19:25:31,675 - mmaction - INFO - Epoch [10][620/940] lr: 1.161e-01, eta: 1 day, 4:54:21, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3594, loss_cls: 4.0163, loss: 4.0163 2020-07-01 19:25:40,637 - mmaction - INFO - Epoch [10][640/940] lr: 1.164e-01, eta: 1 day, 4:54:11, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.1469, top5_acc: 0.3906, loss_cls: 4.0484, loss: 4.0484 2020-07-01 19:25:49,504 - mmaction - INFO - Epoch [10][660/940] lr: 1.166e-01, eta: 1 day, 4:53:59, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3875, loss_cls: 4.0690, loss: 4.0690 2020-07-01 19:25:58,373 - mmaction - INFO - Epoch [10][680/940] lr: 1.169e-01, eta: 1 day, 4:53:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1688, top5_acc: 0.3906, loss_cls: 4.0231, loss: 4.0231 2020-07-01 19:26:07,237 - mmaction - INFO - Epoch [10][700/940] lr: 1.171e-01, eta: 1 day, 4:53:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1781, top5_acc: 0.3812, loss_cls: 4.0852, loss: 4.0852 2020-07-01 19:26:16,131 - mmaction - INFO - Epoch [10][720/940] lr: 1.174e-01, eta: 1 day, 4:53:24, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.1938, top5_acc: 0.4469, loss_cls: 3.8836, loss: 3.8836 2020-07-01 19:26:25,006 - mmaction - INFO - Epoch [10][740/940] lr: 1.176e-01, eta: 1 day, 4:53:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4188, loss_cls: 4.0365, loss: 4.0365 2020-07-01 19:26:33,888 - mmaction - INFO - Epoch [10][760/940] lr: 1.179e-01, eta: 1 day, 4:53:00, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.9373, loss: 3.9373 2020-07-01 19:26:42,690 - mmaction - INFO - Epoch [10][780/940] lr: 1.181e-01, eta: 1 day, 4:52:47, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4156, loss_cls: 3.9103, loss: 3.9103 2020-07-01 19:26:51,511 - mmaction - INFO - Epoch [10][800/940] lr: 1.184e-01, eta: 1 day, 4:52:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1531, top5_acc: 0.4000, loss_cls: 3.9070, loss: 3.9070 2020-07-01 19:27:00,417 - mmaction - INFO - Epoch [10][820/940] lr: 1.186e-01, eta: 1 day, 4:52:22, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3594, loss_cls: 4.1026, loss: 4.1026 2020-07-01 19:27:09,273 - mmaction - INFO - Epoch [10][840/940] lr: 1.189e-01, eta: 1 day, 4:52:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1969, top5_acc: 0.3875, loss_cls: 3.9619, loss: 3.9619 2020-07-01 19:27:18,105 - mmaction - INFO - Epoch [10][860/940] lr: 1.191e-01, eta: 1 day, 4:51:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1531, top5_acc: 0.3688, loss_cls: 4.1107, loss: 4.1107 2020-07-01 19:27:26,929 - mmaction - INFO - Epoch [10][880/940] lr: 1.194e-01, eta: 1 day, 4:51:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1594, top5_acc: 0.3719, loss_cls: 3.9911, loss: 3.9911 2020-07-01 19:27:35,817 - mmaction - INFO - Epoch [10][900/940] lr: 1.196e-01, eta: 1 day, 4:51:33, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1562, top5_acc: 0.4188, loss_cls: 3.9109, loss: 3.9109 2020-07-01 19:27:44,626 - mmaction - INFO - Epoch [10][920/940] lr: 1.198e-01, eta: 1 day, 4:51:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4000, loss_cls: 3.9284, loss: 3.9284 2020-07-01 19:27:53,097 - mmaction - INFO - Epoch [10][940/940] lr: 1.201e-01, eta: 1 day, 4:50:58, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.2110, top5_acc: 0.3961, loss_cls: 3.9757, loss: 3.9757 2020-07-01 19:28:15,275 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 19:28:16,146 - mmaction - INFO - top1_acc 0.1836 top5_acc 0.4103 2020-07-01 19:28:16,146 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 19:28:16,205 - mmaction - INFO - mean_acc 0.1834 2020-07-01 19:28:16,215 - mmaction - INFO - Epoch [10][940/940] lr: 1.201e-01, top1_acc: 0.1836, top5_acc: 0.4103, mean_class_accuracy: 0.1834 2020-07-01 19:28:28,516 - mmaction - INFO - Epoch [11][20/940] lr: 1.203e-01, eta: 1 day, 4:52:11, time: 0.615, data_time: 0.173, memory: 6328, top1_acc: 0.1750, top5_acc: 0.3469, loss_cls: 4.1476, loss: 4.1476 2020-07-01 19:28:37,397 - mmaction - INFO - Epoch [11][40/940] lr: 1.205e-01, eta: 1 day, 4:51:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.3937, loss_cls: 4.0303, loss: 4.0303 2020-07-01 19:28:46,313 - mmaction - INFO - Epoch [11][60/940] lr: 1.207e-01, eta: 1 day, 4:51:48, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4281, loss_cls: 3.8622, loss: 3.8622 2020-07-01 19:28:55,160 - mmaction - INFO - Epoch [11][80/940] lr: 1.210e-01, eta: 1 day, 4:51:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.1500, top5_acc: 0.3937, loss_cls: 4.1177, loss: 4.1177 2020-07-01 19:29:04,052 - mmaction - INFO - Epoch [11][100/940] lr: 1.212e-01, eta: 1 day, 4:51:25, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.1750, top5_acc: 0.3906, loss_cls: 4.0691, loss: 4.0691 2020-07-01 19:29:12,903 - mmaction - INFO - Epoch [11][120/940] lr: 1.215e-01, eta: 1 day, 4:51:12, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.1375, top5_acc: 0.3563, loss_cls: 4.1089, loss: 4.1089 2020-07-01 19:29:21,751 - mmaction - INFO - Epoch [11][140/940] lr: 1.217e-01, eta: 1 day, 4:51:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1688, top5_acc: 0.4188, loss_cls: 3.8757, loss: 3.8757 2020-07-01 19:29:30,699 - mmaction - INFO - Epoch [11][160/940] lr: 1.220e-01, eta: 1 day, 4:50:49, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4344, loss_cls: 3.8187, loss: 3.8187 2020-07-01 19:29:39,576 - mmaction - INFO - Epoch [11][180/940] lr: 1.222e-01, eta: 1 day, 4:50:38, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4219, loss_cls: 3.9716, loss: 3.9716 2020-07-01 19:29:48,454 - mmaction - INFO - Epoch [11][200/940] lr: 1.225e-01, eta: 1 day, 4:50:26, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1906, top5_acc: 0.3844, loss_cls: 4.0005, loss: 4.0005 2020-07-01 19:29:57,294 - mmaction - INFO - Epoch [11][220/940] lr: 1.227e-01, eta: 1 day, 4:50:14, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2031, top5_acc: 0.3937, loss_cls: 4.0387, loss: 4.0387 2020-07-01 19:30:06,228 - mmaction - INFO - Epoch [11][240/940] lr: 1.230e-01, eta: 1 day, 4:50:03, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.9048, loss: 3.9048 2020-07-01 19:30:15,121 - mmaction - INFO - Epoch [11][260/940] lr: 1.232e-01, eta: 1 day, 4:49:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.3844, loss_cls: 4.0079, loss: 4.0079 2020-07-01 19:30:23,956 - mmaction - INFO - Epoch [11][280/940] lr: 1.235e-01, eta: 1 day, 4:49:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.1781, top5_acc: 0.4156, loss_cls: 3.9563, loss: 3.9563 2020-07-01 19:30:32,809 - mmaction - INFO - Epoch [11][300/940] lr: 1.237e-01, eta: 1 day, 4:49:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4313, loss_cls: 3.8045, loss: 3.8045 2020-07-01 19:30:41,722 - mmaction - INFO - Epoch [11][320/940] lr: 1.240e-01, eta: 1 day, 4:49:17, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1437, top5_acc: 0.3469, loss_cls: 4.0713, loss: 4.0713 2020-07-01 19:30:50,608 - mmaction - INFO - Epoch [11][340/940] lr: 1.242e-01, eta: 1 day, 4:49:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1781, top5_acc: 0.3625, loss_cls: 4.0468, loss: 4.0468 2020-07-01 19:30:59,452 - mmaction - INFO - Epoch [11][360/940] lr: 1.244e-01, eta: 1 day, 4:48:53, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.1656, top5_acc: 0.3969, loss_cls: 4.0052, loss: 4.0052 2020-07-01 19:31:08,353 - mmaction - INFO - Epoch [11][380/940] lr: 1.247e-01, eta: 1 day, 4:48:42, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4344, loss_cls: 3.7910, loss: 3.7910 2020-07-01 19:31:17,216 - mmaction - INFO - Epoch [11][400/940] lr: 1.249e-01, eta: 1 day, 4:48:30, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4000, loss_cls: 3.8682, loss: 3.8682 2020-07-01 19:31:26,104 - mmaction - INFO - Epoch [11][420/940] lr: 1.252e-01, eta: 1 day, 4:48:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4031, loss_cls: 3.9105, loss: 3.9105 2020-07-01 19:31:34,986 - mmaction - INFO - Epoch [11][440/940] lr: 1.254e-01, eta: 1 day, 4:48:07, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4031, loss_cls: 3.9140, loss: 3.9140 2020-07-01 19:31:43,817 - mmaction - INFO - Epoch [11][460/940] lr: 1.257e-01, eta: 1 day, 4:47:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1688, top5_acc: 0.4188, loss_cls: 3.9432, loss: 3.9432 2020-07-01 19:31:52,645 - mmaction - INFO - Epoch [11][480/940] lr: 1.259e-01, eta: 1 day, 4:47:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4156, loss_cls: 3.9439, loss: 3.9439 2020-07-01 19:32:01,497 - mmaction - INFO - Epoch [11][500/940] lr: 1.262e-01, eta: 1 day, 4:47:30, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.1969, top5_acc: 0.4188, loss_cls: 3.9135, loss: 3.9135 2020-07-01 19:32:10,377 - mmaction - INFO - Epoch [11][520/940] lr: 1.264e-01, eta: 1 day, 4:47:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.3844, loss_cls: 3.9520, loss: 3.9520 2020-07-01 19:32:19,432 - mmaction - INFO - Epoch [11][540/940] lr: 1.267e-01, eta: 1 day, 4:47:11, time: 0.452, data_time: 0.011, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4094, loss_cls: 3.9590, loss: 3.9590 2020-07-01 19:32:28,301 - mmaction - INFO - Epoch [11][560/940] lr: 1.269e-01, eta: 1 day, 4:47:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4281, loss_cls: 3.8138, loss: 3.8138 2020-07-01 19:32:37,124 - mmaction - INFO - Epoch [11][580/940] lr: 1.272e-01, eta: 1 day, 4:46:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1906, top5_acc: 0.3844, loss_cls: 3.9291, loss: 3.9291 2020-07-01 19:32:45,932 - mmaction - INFO - Epoch [11][600/940] lr: 1.274e-01, eta: 1 day, 4:46:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.3812, loss_cls: 4.0826, loss: 4.0826 2020-07-01 19:32:54,827 - mmaction - INFO - Epoch [11][620/940] lr: 1.277e-01, eta: 1 day, 4:46:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.3969, loss_cls: 3.8914, loss: 3.8914 2020-07-01 19:33:03,678 - mmaction - INFO - Epoch [11][640/940] lr: 1.279e-01, eta: 1 day, 4:46:11, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4313, loss_cls: 3.8837, loss: 3.8837 2020-07-01 19:33:12,471 - mmaction - INFO - Epoch [11][660/940] lr: 1.282e-01, eta: 1 day, 4:45:58, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4594, loss_cls: 3.8821, loss: 3.8821 2020-07-01 19:33:22,075 - mmaction - INFO - Epoch [11][680/940] lr: 1.284e-01, eta: 1 day, 4:46:03, time: 0.480, data_time: 0.035, memory: 6328, top1_acc: 0.1969, top5_acc: 0.4469, loss_cls: 3.8326, loss: 3.8326 2020-07-01 19:33:30,945 - mmaction - INFO - Epoch [11][700/940] lr: 1.286e-01, eta: 1 day, 4:45:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4594, loss_cls: 3.7803, loss: 3.7803 2020-07-01 19:33:39,882 - mmaction - INFO - Epoch [11][720/940] lr: 1.289e-01, eta: 1 day, 4:45:41, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4344, loss_cls: 3.8123, loss: 3.8123 2020-07-01 19:33:48,741 - mmaction - INFO - Epoch [11][740/940] lr: 1.291e-01, eta: 1 day, 4:45:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4281, loss_cls: 3.9013, loss: 3.9013 2020-07-01 19:33:57,614 - mmaction - INFO - Epoch [11][760/940] lr: 1.294e-01, eta: 1 day, 4:45:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1875, top5_acc: 0.4562, loss_cls: 3.7491, loss: 3.7491 2020-07-01 19:34:06,527 - mmaction - INFO - Epoch [11][780/940] lr: 1.296e-01, eta: 1 day, 4:45:07, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4344, loss_cls: 3.8426, loss: 3.8426 2020-07-01 19:34:15,389 - mmaction - INFO - Epoch [11][800/940] lr: 1.299e-01, eta: 1 day, 4:44:56, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2062, top5_acc: 0.3937, loss_cls: 3.9642, loss: 3.9642 2020-07-01 19:34:24,201 - mmaction - INFO - Epoch [11][820/940] lr: 1.301e-01, eta: 1 day, 4:44:43, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4188, loss_cls: 3.8743, loss: 3.8743 2020-07-01 19:34:33,110 - mmaction - INFO - Epoch [11][840/940] lr: 1.304e-01, eta: 1 day, 4:44:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1344, top5_acc: 0.3812, loss_cls: 4.0851, loss: 4.0851 2020-07-01 19:34:41,978 - mmaction - INFO - Epoch [11][860/940] lr: 1.306e-01, eta: 1 day, 4:44:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4062, loss_cls: 3.9765, loss: 3.9765 2020-07-01 19:34:50,834 - mmaction - INFO - Epoch [11][880/940] lr: 1.309e-01, eta: 1 day, 4:44:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4531, loss_cls: 3.6966, loss: 3.6966 2020-07-01 19:34:59,699 - mmaction - INFO - Epoch [11][900/940] lr: 1.311e-01, eta: 1 day, 4:43:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4250, loss_cls: 3.7801, loss: 3.7801 2020-07-01 19:35:08,545 - mmaction - INFO - Epoch [11][920/940] lr: 1.314e-01, eta: 1 day, 4:43:45, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.8042, loss: 3.8042 2020-07-01 19:35:16,981 - mmaction - INFO - Epoch [11][940/940] lr: 1.316e-01, eta: 1 day, 4:43:24, time: 0.422, data_time: 0.003, memory: 6328, top1_acc: 0.1851, top5_acc: 0.3929, loss_cls: 3.8016, loss: 3.8016 2020-07-01 19:35:30,368 - mmaction - INFO - Epoch [12][20/940] lr: 1.318e-01, eta: 1 day, 4:44:45, time: 0.651, data_time: 0.211, memory: 6328, top1_acc: 0.1844, top5_acc: 0.3937, loss_cls: 4.0034, loss: 4.0034 2020-07-01 19:35:39,272 - mmaction - INFO - Epoch [12][40/940] lr: 1.320e-01, eta: 1 day, 4:44:34, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.1781, top5_acc: 0.4219, loss_cls: 3.9531, loss: 3.9531 2020-07-01 19:35:48,153 - mmaction - INFO - Epoch [12][60/940] lr: 1.322e-01, eta: 1 day, 4:44:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4094, loss_cls: 3.9309, loss: 3.9309 2020-07-01 19:35:56,989 - mmaction - INFO - Epoch [12][80/940] lr: 1.325e-01, eta: 1 day, 4:44:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1875, top5_acc: 0.4344, loss_cls: 3.8625, loss: 3.8625 2020-07-01 19:36:05,854 - mmaction - INFO - Epoch [12][100/940] lr: 1.327e-01, eta: 1 day, 4:43:59, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.6850, loss: 3.6850 2020-07-01 19:36:14,725 - mmaction - INFO - Epoch [12][120/940] lr: 1.330e-01, eta: 1 day, 4:43:48, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.7036, loss: 3.7036 2020-07-01 19:36:23,620 - mmaction - INFO - Epoch [12][140/940] lr: 1.332e-01, eta: 1 day, 4:43:37, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4281, loss_cls: 3.7440, loss: 3.7440 2020-07-01 19:36:32,534 - mmaction - INFO - Epoch [12][160/940] lr: 1.335e-01, eta: 1 day, 4:43:26, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1688, top5_acc: 0.4281, loss_cls: 3.7883, loss: 3.7883 2020-07-01 19:36:41,431 - mmaction - INFO - Epoch [12][180/940] lr: 1.337e-01, eta: 1 day, 4:43:15, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4531, loss_cls: 3.8660, loss: 3.8660 2020-07-01 19:36:50,299 - mmaction - INFO - Epoch [12][200/940] lr: 1.340e-01, eta: 1 day, 4:43:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.1750, top5_acc: 0.4281, loss_cls: 3.8707, loss: 3.8707 2020-07-01 19:36:59,217 - mmaction - INFO - Epoch [12][220/940] lr: 1.342e-01, eta: 1 day, 4:42:53, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.1781, top5_acc: 0.3844, loss_cls: 3.9461, loss: 3.9461 2020-07-01 19:37:08,084 - mmaction - INFO - Epoch [12][240/940] lr: 1.345e-01, eta: 1 day, 4:42:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1875, top5_acc: 0.3719, loss_cls: 3.9645, loss: 3.9645 2020-07-01 19:37:16,919 - mmaction - INFO - Epoch [12][260/940] lr: 1.347e-01, eta: 1 day, 4:42:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.7544, loss: 3.7544 2020-07-01 19:37:28,139 - mmaction - INFO - Epoch [12][280/940] lr: 1.350e-01, eta: 1 day, 4:43:08, time: 0.561, data_time: 0.015, memory: 6328, top1_acc: 0.2156, top5_acc: 0.3937, loss_cls: 3.9703, loss: 3.9703 2020-07-01 19:37:36,913 - mmaction - INFO - Epoch [12][300/940] lr: 1.352e-01, eta: 1 day, 4:42:55, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4688, loss_cls: 3.7533, loss: 3.7533 2020-07-01 19:37:45,774 - mmaction - INFO - Epoch [12][320/940] lr: 1.355e-01, eta: 1 day, 4:42:43, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4750, loss_cls: 3.6895, loss: 3.6895 2020-07-01 19:37:54,630 - mmaction - INFO - Epoch [12][340/940] lr: 1.357e-01, eta: 1 day, 4:42:31, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.7956, loss: 3.7956 2020-07-01 19:38:03,469 - mmaction - INFO - Epoch [12][360/940] lr: 1.359e-01, eta: 1 day, 4:42:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.9229, loss: 3.9229 2020-07-01 19:38:12,317 - mmaction - INFO - Epoch [12][380/940] lr: 1.362e-01, eta: 1 day, 4:42:07, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.8041, loss: 3.8041 2020-07-01 19:38:21,070 - mmaction - INFO - Epoch [12][400/940] lr: 1.364e-01, eta: 1 day, 4:41:53, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4688, loss_cls: 3.7378, loss: 3.7378 2020-07-01 19:38:29,868 - mmaction - INFO - Epoch [12][420/940] lr: 1.367e-01, eta: 1 day, 4:41:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1781, top5_acc: 0.4313, loss_cls: 4.0035, loss: 4.0035 2020-07-01 19:38:38,700 - mmaction - INFO - Epoch [12][440/940] lr: 1.369e-01, eta: 1 day, 4:41:27, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4062, loss_cls: 3.9059, loss: 3.9059 2020-07-01 19:38:47,507 - mmaction - INFO - Epoch [12][460/940] lr: 1.372e-01, eta: 1 day, 4:41:15, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.1625, top5_acc: 0.4031, loss_cls: 3.9355, loss: 3.9355 2020-07-01 19:38:56,302 - mmaction - INFO - Epoch [12][480/940] lr: 1.374e-01, eta: 1 day, 4:41:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4531, loss_cls: 3.6374, loss: 3.6374 2020-07-01 19:39:05,112 - mmaction - INFO - Epoch [12][500/940] lr: 1.377e-01, eta: 1 day, 4:40:49, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4094, loss_cls: 3.8781, loss: 3.8781 2020-07-01 19:39:13,957 - mmaction - INFO - Epoch [12][520/940] lr: 1.379e-01, eta: 1 day, 4:40:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1750, top5_acc: 0.3844, loss_cls: 3.8477, loss: 3.8477 2020-07-01 19:39:22,705 - mmaction - INFO - Epoch [12][540/940] lr: 1.382e-01, eta: 1 day, 4:40:23, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4313, loss_cls: 3.8892, loss: 3.8892 2020-07-01 19:39:35,972 - mmaction - INFO - Epoch [12][560/940] lr: 1.384e-01, eta: 1 day, 4:41:44, time: 0.663, data_time: 0.102, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4250, loss_cls: 3.9258, loss: 3.9258 2020-07-01 19:39:44,790 - mmaction - INFO - Epoch [12][580/940] lr: 1.387e-01, eta: 1 day, 4:41:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.5591, loss: 3.5591 2020-07-01 19:39:53,578 - mmaction - INFO - Epoch [12][600/940] lr: 1.389e-01, eta: 1 day, 4:41:18, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4062, loss_cls: 3.7647, loss: 3.7647 2020-07-01 19:40:02,360 - mmaction - INFO - Epoch [12][620/940] lr: 1.392e-01, eta: 1 day, 4:41:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.3844, loss_cls: 3.9619, loss: 3.9619 2020-07-01 19:40:11,130 - mmaction - INFO - Epoch [12][640/940] lr: 1.394e-01, eta: 1 day, 4:40:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 3.8373, loss: 3.8373 2020-07-01 19:40:19,895 - mmaction - INFO - Epoch [12][660/940] lr: 1.396e-01, eta: 1 day, 4:40:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4844, loss_cls: 3.7264, loss: 3.7264 2020-07-01 19:40:28,670 - mmaction - INFO - Epoch [12][680/940] lr: 1.399e-01, eta: 1 day, 4:40:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4062, loss_cls: 3.8363, loss: 3.8363 2020-07-01 19:40:37,461 - mmaction - INFO - Epoch [12][700/940] lr: 1.401e-01, eta: 1 day, 4:40:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.1688, top5_acc: 0.4437, loss_cls: 3.8004, loss: 3.8004 2020-07-01 19:40:46,269 - mmaction - INFO - Epoch [12][720/940] lr: 1.404e-01, eta: 1 day, 4:39:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1969, top5_acc: 0.3906, loss_cls: 3.9574, loss: 3.9574 2020-07-01 19:40:55,240 - mmaction - INFO - Epoch [12][740/940] lr: 1.406e-01, eta: 1 day, 4:39:48, time: 0.448, data_time: 0.008, memory: 6328, top1_acc: 0.1719, top5_acc: 0.3875, loss_cls: 3.9502, loss: 3.9502 2020-07-01 19:41:04,110 - mmaction - INFO - Epoch [12][760/940] lr: 1.409e-01, eta: 1 day, 4:39:37, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 3.8925, loss: 3.8925 2020-07-01 19:41:12,883 - mmaction - INFO - Epoch [12][780/940] lr: 1.411e-01, eta: 1 day, 4:39:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7415, loss: 3.7415 2020-07-01 19:41:21,648 - mmaction - INFO - Epoch [12][800/940] lr: 1.414e-01, eta: 1 day, 4:39:10, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.1969, top5_acc: 0.4594, loss_cls: 3.7701, loss: 3.7701 2020-07-01 19:41:30,412 - mmaction - INFO - Epoch [12][820/940] lr: 1.416e-01, eta: 1 day, 4:38:57, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4281, loss_cls: 3.8284, loss: 3.8284 2020-07-01 19:41:39,156 - mmaction - INFO - Epoch [12][840/940] lr: 1.419e-01, eta: 1 day, 4:38:43, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4719, loss_cls: 3.6499, loss: 3.6499 2020-07-01 19:41:49,711 - mmaction - INFO - Epoch [12][860/940] lr: 1.421e-01, eta: 1 day, 4:39:06, time: 0.528, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4500, loss_cls: 3.8038, loss: 3.8038 2020-07-01 19:41:58,546 - mmaction - INFO - Epoch [12][880/940] lr: 1.424e-01, eta: 1 day, 4:38:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.1656, top5_acc: 0.4219, loss_cls: 3.8872, loss: 3.8872 2020-07-01 19:42:07,379 - mmaction - INFO - Epoch [12][900/940] lr: 1.426e-01, eta: 1 day, 4:38:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1844, top5_acc: 0.4281, loss_cls: 3.9580, loss: 3.9580 2020-07-01 19:42:16,193 - mmaction - INFO - Epoch [12][920/940] lr: 1.429e-01, eta: 1 day, 4:38:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4313, loss_cls: 3.8279, loss: 3.8279 2020-07-01 19:42:24,605 - mmaction - INFO - Epoch [12][940/940] lr: 1.431e-01, eta: 1 day, 4:38:08, time: 0.420, data_time: 0.000, memory: 6328, top1_acc: 0.2013, top5_acc: 0.4253, loss_cls: 3.7756, loss: 3.7756 2020-07-01 19:42:24,912 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-01 19:42:37,948 - mmaction - INFO - Epoch [13][20/940] lr: 1.432e-01, eta: 1 day, 4:39:10, time: 0.623, data_time: 0.182, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4313, loss_cls: 3.6857, loss: 3.6857 2020-07-01 19:42:46,848 - mmaction - INFO - Epoch [13][40/940] lr: 1.435e-01, eta: 1 day, 4:38:58, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4156, loss_cls: 3.9199, loss: 3.9199 2020-07-01 19:42:55,711 - mmaction - INFO - Epoch [13][60/940] lr: 1.437e-01, eta: 1 day, 4:38:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.7123, loss: 3.7123 2020-07-01 19:43:04,554 - mmaction - INFO - Epoch [13][80/940] lr: 1.440e-01, eta: 1 day, 4:38:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.6730, loss: 3.6730 2020-07-01 19:43:13,416 - mmaction - INFO - Epoch [13][100/940] lr: 1.442e-01, eta: 1 day, 4:38:23, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.4570, loss: 3.4570 2020-07-01 19:43:22,316 - mmaction - INFO - Epoch [13][120/940] lr: 1.445e-01, eta: 1 day, 4:38:12, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4625, loss_cls: 3.7439, loss: 3.7439 2020-07-01 19:43:31,183 - mmaction - INFO - Epoch [13][140/940] lr: 1.447e-01, eta: 1 day, 4:38:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.6453, loss: 3.6453 2020-07-01 19:43:40,058 - mmaction - INFO - Epoch [13][160/940] lr: 1.449e-01, eta: 1 day, 4:37:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.9850, loss: 3.9850 2020-07-01 19:43:48,908 - mmaction - INFO - Epoch [13][180/940] lr: 1.452e-01, eta: 1 day, 4:37:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.5000, loss_cls: 3.6095, loss: 3.6095 2020-07-01 19:43:57,809 - mmaction - INFO - Epoch [13][200/940] lr: 1.454e-01, eta: 1 day, 4:37:27, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4906, loss_cls: 3.5433, loss: 3.5433 2020-07-01 19:44:06,658 - mmaction - INFO - Epoch [13][220/940] lr: 1.457e-01, eta: 1 day, 4:37:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4281, loss_cls: 3.8721, loss: 3.8721 2020-07-01 19:44:15,507 - mmaction - INFO - Epoch [13][240/940] lr: 1.459e-01, eta: 1 day, 4:37:03, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4750, loss_cls: 3.6762, loss: 3.6762 2020-07-01 19:44:24,381 - mmaction - INFO - Epoch [13][260/940] lr: 1.462e-01, eta: 1 day, 4:36:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.6807, loss: 3.6807 2020-07-01 19:44:33,177 - mmaction - INFO - Epoch [13][280/940] lr: 1.464e-01, eta: 1 day, 4:36:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4250, loss_cls: 3.7723, loss: 3.7723 2020-07-01 19:44:42,059 - mmaction - INFO - Epoch [13][300/940] lr: 1.467e-01, eta: 1 day, 4:36:27, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.1781, top5_acc: 0.4281, loss_cls: 3.8281, loss: 3.8281 2020-07-01 19:44:50,890 - mmaction - INFO - Epoch [13][320/940] lr: 1.469e-01, eta: 1 day, 4:36:15, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1625, top5_acc: 0.4188, loss_cls: 3.9407, loss: 3.9407 2020-07-01 19:44:59,749 - mmaction - INFO - Epoch [13][340/940] lr: 1.472e-01, eta: 1 day, 4:36:03, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2000, top5_acc: 0.5125, loss_cls: 3.6370, loss: 3.6370 2020-07-01 19:45:08,631 - mmaction - INFO - Epoch [13][360/940] lr: 1.474e-01, eta: 1 day, 4:35:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4437, loss_cls: 3.8442, loss: 3.8442 2020-07-01 19:45:17,495 - mmaction - INFO - Epoch [13][380/940] lr: 1.477e-01, eta: 1 day, 4:35:40, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.7692, loss: 3.7692 2020-07-01 19:45:26,350 - mmaction - INFO - Epoch [13][400/940] lr: 1.479e-01, eta: 1 day, 4:35:29, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4938, loss_cls: 3.6704, loss: 3.6704 2020-07-01 19:45:35,269 - mmaction - INFO - Epoch [13][420/940] lr: 1.482e-01, eta: 1 day, 4:35:19, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.5333, loss: 3.5333 2020-07-01 19:45:44,154 - mmaction - INFO - Epoch [13][440/940] lr: 1.484e-01, eta: 1 day, 4:35:08, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.8142, loss: 3.8142 2020-07-01 19:45:53,000 - mmaction - INFO - Epoch [13][460/940] lr: 1.486e-01, eta: 1 day, 4:34:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4000, loss_cls: 3.8887, loss: 3.8887 2020-07-01 19:46:01,861 - mmaction - INFO - Epoch [13][480/940] lr: 1.489e-01, eta: 1 day, 4:34:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4594, loss_cls: 3.5905, loss: 3.5905 2020-07-01 19:46:10,764 - mmaction - INFO - Epoch [13][500/940] lr: 1.491e-01, eta: 1 day, 4:34:34, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.5219, loss_cls: 3.5902, loss: 3.5902 2020-07-01 19:46:19,641 - mmaction - INFO - Epoch [13][520/940] lr: 1.494e-01, eta: 1 day, 4:34:23, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.7224, loss: 3.7224 2020-07-01 19:46:28,523 - mmaction - INFO - Epoch [13][540/940] lr: 1.496e-01, eta: 1 day, 4:34:11, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4594, loss_cls: 3.6365, loss: 3.6365 2020-07-01 19:46:37,440 - mmaction - INFO - Epoch [13][560/940] lr: 1.499e-01, eta: 1 day, 4:34:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4344, loss_cls: 3.6714, loss: 3.6714 2020-07-01 19:46:46,293 - mmaction - INFO - Epoch [13][580/940] lr: 1.501e-01, eta: 1 day, 4:33:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4188, loss_cls: 3.8351, loss: 3.8351 2020-07-01 19:46:55,127 - mmaction - INFO - Epoch [13][600/940] lr: 1.504e-01, eta: 1 day, 4:33:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4688, loss_cls: 3.5699, loss: 3.5699 2020-07-01 19:47:03,985 - mmaction - INFO - Epoch [13][620/940] lr: 1.506e-01, eta: 1 day, 4:33:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4594, loss_cls: 3.7453, loss: 3.7453 2020-07-01 19:47:12,842 - mmaction - INFO - Epoch [13][640/940] lr: 1.509e-01, eta: 1 day, 4:33:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4844, loss_cls: 3.5818, loss: 3.5818 2020-07-01 19:47:21,703 - mmaction - INFO - Epoch [13][660/940] lr: 1.511e-01, eta: 1 day, 4:33:03, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.1750, top5_acc: 0.4281, loss_cls: 3.8277, loss: 3.8277 2020-07-01 19:47:30,557 - mmaction - INFO - Epoch [13][680/940] lr: 1.514e-01, eta: 1 day, 4:32:51, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4875, loss_cls: 3.6214, loss: 3.6214 2020-07-01 19:47:39,384 - mmaction - INFO - Epoch [13][700/940] lr: 1.516e-01, eta: 1 day, 4:32:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1906, top5_acc: 0.4469, loss_cls: 3.8220, loss: 3.8220 2020-07-01 19:47:50,412 - mmaction - INFO - Epoch [13][720/940] lr: 1.518e-01, eta: 1 day, 4:33:08, time: 0.548, data_time: 0.050, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.5947, loss: 3.5947 2020-07-01 19:47:59,256 - mmaction - INFO - Epoch [13][740/940] lr: 1.521e-01, eta: 1 day, 4:32:57, time: 0.446, data_time: 0.005, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4844, loss_cls: 3.6749, loss: 3.6749 2020-07-01 19:48:08,072 - mmaction - INFO - Epoch [13][760/940] lr: 1.523e-01, eta: 1 day, 4:32:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4719, loss_cls: 3.6274, loss: 3.6274 2020-07-01 19:48:16,970 - mmaction - INFO - Epoch [13][780/940] lr: 1.526e-01, eta: 1 day, 4:32:34, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.1562, top5_acc: 0.4313, loss_cls: 3.8693, loss: 3.8693 2020-07-01 19:48:25,850 - mmaction - INFO - Epoch [13][800/940] lr: 1.528e-01, eta: 1 day, 4:32:23, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4625, loss_cls: 3.7855, loss: 3.7855 2020-07-01 19:48:34,713 - mmaction - INFO - Epoch [13][820/940] lr: 1.531e-01, eta: 1 day, 4:32:12, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4469, loss_cls: 3.7014, loss: 3.7014 2020-07-01 19:48:43,566 - mmaction - INFO - Epoch [13][840/940] lr: 1.533e-01, eta: 1 day, 4:32:00, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.6924, loss: 3.6924 2020-07-01 19:48:52,494 - mmaction - INFO - Epoch [13][860/940] lr: 1.536e-01, eta: 1 day, 4:31:50, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.7961, loss: 3.7961 2020-07-01 19:49:01,406 - mmaction - INFO - Epoch [13][880/940] lr: 1.538e-01, eta: 1 day, 4:31:40, time: 0.446, data_time: 0.006, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4156, loss_cls: 3.9066, loss: 3.9066 2020-07-01 19:49:10,261 - mmaction - INFO - Epoch [13][900/940] lr: 1.541e-01, eta: 1 day, 4:31:28, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.5832, loss: 3.5832 2020-07-01 19:49:19,168 - mmaction - INFO - Epoch [13][920/940] lr: 1.543e-01, eta: 1 day, 4:31:18, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.6750, loss: 3.6750 2020-07-01 19:49:27,597 - mmaction - INFO - Epoch [13][940/940] lr: 1.546e-01, eta: 1 day, 4:30:58, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2143, top5_acc: 0.4318, loss_cls: 3.8105, loss: 3.8105 2020-07-01 19:49:40,875 - mmaction - INFO - Epoch [14][20/940] lr: 1.547e-01, eta: 1 day, 4:32:03, time: 0.646, data_time: 0.196, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.6204, loss: 3.6204 2020-07-01 19:49:49,767 - mmaction - INFO - Epoch [14][40/940] lr: 1.549e-01, eta: 1 day, 4:31:52, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.5718, loss: 3.5718 2020-07-01 19:49:58,664 - mmaction - INFO - Epoch [14][60/940] lr: 1.552e-01, eta: 1 day, 4:31:41, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.8956, loss: 3.8956 2020-07-01 19:50:07,529 - mmaction - INFO - Epoch [14][80/940] lr: 1.554e-01, eta: 1 day, 4:31:29, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4562, loss_cls: 3.6220, loss: 3.6220 2020-07-01 19:50:16,342 - mmaction - INFO - Epoch [14][100/940] lr: 1.556e-01, eta: 1 day, 4:31:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4562, loss_cls: 3.6668, loss: 3.6668 2020-07-01 19:50:25,287 - mmaction - INFO - Epoch [14][120/940] lr: 1.559e-01, eta: 1 day, 4:31:07, time: 0.447, data_time: 0.005, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 3.5987, loss: 3.5987 2020-07-01 19:50:34,190 - mmaction - INFO - Epoch [14][140/940] lr: 1.561e-01, eta: 1 day, 4:30:56, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4781, loss_cls: 3.6677, loss: 3.6677 2020-07-01 19:50:43,205 - mmaction - INFO - Epoch [14][160/940] lr: 1.564e-01, eta: 1 day, 4:30:48, time: 0.451, data_time: 0.009, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4594, loss_cls: 3.6246, loss: 3.6246 2020-07-01 19:50:52,144 - mmaction - INFO - Epoch [14][180/940] lr: 1.566e-01, eta: 1 day, 4:30:38, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4625, loss_cls: 3.5743, loss: 3.5743 2020-07-01 19:51:00,986 - mmaction - INFO - Epoch [14][200/940] lr: 1.569e-01, eta: 1 day, 4:30:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5344, loss_cls: 3.4963, loss: 3.4963 2020-07-01 19:51:09,876 - mmaction - INFO - Epoch [14][220/940] lr: 1.571e-01, eta: 1 day, 4:30:15, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5062, loss_cls: 3.5100, loss: 3.5100 2020-07-01 19:51:18,749 - mmaction - INFO - Epoch [14][240/940] lr: 1.574e-01, eta: 1 day, 4:30:04, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4313, loss_cls: 3.7475, loss: 3.7475 2020-07-01 19:51:27,632 - mmaction - INFO - Epoch [14][260/940] lr: 1.576e-01, eta: 1 day, 4:29:53, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.6694, loss: 3.6694 2020-07-01 19:51:36,540 - mmaction - INFO - Epoch [14][280/940] lr: 1.579e-01, eta: 1 day, 4:29:42, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4313, loss_cls: 3.8482, loss: 3.8482 2020-07-01 19:51:45,375 - mmaction - INFO - Epoch [14][300/940] lr: 1.581e-01, eta: 1 day, 4:29:31, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4406, loss_cls: 3.7560, loss: 3.7560 2020-07-01 19:51:54,228 - mmaction - INFO - Epoch [14][320/940] lr: 1.584e-01, eta: 1 day, 4:29:19, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4875, loss_cls: 3.5499, loss: 3.5499 2020-07-01 19:52:03,050 - mmaction - INFO - Epoch [14][340/940] lr: 1.586e-01, eta: 1 day, 4:29:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4344, loss_cls: 3.8664, loss: 3.8664 2020-07-01 19:52:11,942 - mmaction - INFO - Epoch [14][360/940] lr: 1.588e-01, eta: 1 day, 4:28:56, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.6605, loss: 3.6605 2020-07-01 19:52:20,842 - mmaction - INFO - Epoch [14][380/940] lr: 1.591e-01, eta: 1 day, 4:28:46, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4750, loss_cls: 3.6727, loss: 3.6727 2020-07-01 19:52:29,685 - mmaction - INFO - Epoch [14][400/940] lr: 1.593e-01, eta: 1 day, 4:28:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.7167, loss: 3.7167 2020-07-01 19:52:38,548 - mmaction - INFO - Epoch [14][420/940] lr: 1.596e-01, eta: 1 day, 4:28:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4344, loss_cls: 3.9413, loss: 3.9413 2020-07-01 19:52:47,377 - mmaction - INFO - Epoch [14][440/940] lr: 1.598e-01, eta: 1 day, 4:28:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4781, loss_cls: 3.6655, loss: 3.6655 2020-07-01 19:52:56,250 - mmaction - INFO - Epoch [14][460/940] lr: 1.601e-01, eta: 1 day, 4:28:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4406, loss_cls: 3.8104, loss: 3.8104 2020-07-01 19:53:05,085 - mmaction - INFO - Epoch [14][480/940] lr: 1.603e-01, eta: 1 day, 4:27:48, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4625, loss_cls: 3.7092, loss: 3.7092 2020-07-01 19:53:13,968 - mmaction - INFO - Epoch [14][500/940] lr: 1.606e-01, eta: 1 day, 4:27:37, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4375, loss_cls: 3.8033, loss: 3.8033 2020-07-01 19:53:22,773 - mmaction - INFO - Epoch [14][520/940] lr: 1.608e-01, eta: 1 day, 4:27:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4875, loss_cls: 3.7227, loss: 3.7227 2020-07-01 19:53:31,575 - mmaction - INFO - Epoch [14][540/940] lr: 1.611e-01, eta: 1 day, 4:27:12, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.6626, loss: 3.6626 2020-07-01 19:53:40,440 - mmaction - INFO - Epoch [14][560/940] lr: 1.613e-01, eta: 1 day, 4:27:00, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4219, loss_cls: 3.8101, loss: 3.8101 2020-07-01 19:53:49,285 - mmaction - INFO - Epoch [14][580/940] lr: 1.616e-01, eta: 1 day, 4:26:49, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.7596, loss: 3.7596 2020-07-01 19:53:58,168 - mmaction - INFO - Epoch [14][600/940] lr: 1.618e-01, eta: 1 day, 4:26:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.6315, loss: 3.6315 2020-07-01 19:54:07,074 - mmaction - INFO - Epoch [14][620/940] lr: 1.620e-01, eta: 1 day, 4:26:28, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.5031, loss_cls: 3.5910, loss: 3.5910 2020-07-01 19:54:15,944 - mmaction - INFO - Epoch [14][640/940] lr: 1.623e-01, eta: 1 day, 4:26:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.6096, loss: 3.6096 2020-07-01 19:54:24,856 - mmaction - INFO - Epoch [14][660/940] lr: 1.625e-01, eta: 1 day, 4:26:06, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4625, loss_cls: 3.7452, loss: 3.7452 2020-07-01 19:54:33,737 - mmaction - INFO - Epoch [14][680/940] lr: 1.628e-01, eta: 1 day, 4:25:56, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4813, loss_cls: 3.6614, loss: 3.6614 2020-07-01 19:54:42,562 - mmaction - INFO - Epoch [14][700/940] lr: 1.630e-01, eta: 1 day, 4:25:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.5000, loss_cls: 3.6384, loss: 3.6384 2020-07-01 19:54:51,437 - mmaction - INFO - Epoch [14][720/940] lr: 1.633e-01, eta: 1 day, 4:25:33, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 3.7065, loss: 3.7065 2020-07-01 19:55:00,243 - mmaction - INFO - Epoch [14][740/940] lr: 1.635e-01, eta: 1 day, 4:25:21, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4344, loss_cls: 3.7426, loss: 3.7426 2020-07-01 19:55:09,114 - mmaction - INFO - Epoch [14][760/940] lr: 1.638e-01, eta: 1 day, 4:25:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4516, loss: 3.4516 2020-07-01 19:55:18,046 - mmaction - INFO - Epoch [14][780/940] lr: 1.640e-01, eta: 1 day, 4:24:59, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4969, loss_cls: 3.5508, loss: 3.5508 2020-07-01 19:55:26,933 - mmaction - INFO - Epoch [14][800/940] lr: 1.643e-01, eta: 1 day, 4:24:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4500, loss_cls: 3.6876, loss: 3.6876 2020-07-01 19:55:35,738 - mmaction - INFO - Epoch [14][820/940] lr: 1.645e-01, eta: 1 day, 4:24:36, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.7370, loss: 3.7370 2020-07-01 19:55:44,553 - mmaction - INFO - Epoch [14][840/940] lr: 1.648e-01, eta: 1 day, 4:24:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4813, loss_cls: 3.5029, loss: 3.5029 2020-07-01 19:55:53,441 - mmaction - INFO - Epoch [14][860/940] lr: 1.650e-01, eta: 1 day, 4:24:14, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.5863, loss: 3.5863 2020-07-01 19:56:02,297 - mmaction - INFO - Epoch [14][880/940] lr: 1.652e-01, eta: 1 day, 4:24:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.5626, loss: 3.5626 2020-07-01 19:56:11,104 - mmaction - INFO - Epoch [14][900/940] lr: 1.655e-01, eta: 1 day, 4:23:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4656, loss_cls: 3.7182, loss: 3.7182 2020-07-01 19:56:19,994 - mmaction - INFO - Epoch [14][920/940] lr: 1.657e-01, eta: 1 day, 4:23:40, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.4967, loss: 3.4967 2020-07-01 19:56:28,450 - mmaction - INFO - Epoch [14][940/940] lr: 1.660e-01, eta: 1 day, 4:23:21, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.2045, top5_acc: 0.4675, loss_cls: 3.7094, loss: 3.7094 2020-07-01 19:56:41,718 - mmaction - INFO - Epoch [15][20/940] lr: 1.661e-01, eta: 1 day, 4:24:20, time: 0.648, data_time: 0.197, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.6977, loss: 3.6977 2020-07-01 19:56:50,555 - mmaction - INFO - Epoch [15][40/940] lr: 1.663e-01, eta: 1 day, 4:24:09, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4562, loss_cls: 3.7401, loss: 3.7401 2020-07-01 19:56:59,425 - mmaction - INFO - Epoch [15][60/940] lr: 1.666e-01, eta: 1 day, 4:23:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.6844, loss: 3.6844 2020-07-01 19:57:08,324 - mmaction - INFO - Epoch [15][80/940] lr: 1.668e-01, eta: 1 day, 4:23:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4344, loss_cls: 3.7144, loss: 3.7144 2020-07-01 19:57:17,164 - mmaction - INFO - Epoch [15][100/940] lr: 1.670e-01, eta: 1 day, 4:23:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.5051, loss: 3.5051 2020-07-01 19:57:26,128 - mmaction - INFO - Epoch [15][120/940] lr: 1.673e-01, eta: 1 day, 4:23:26, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4531, loss_cls: 3.6704, loss: 3.6704 2020-07-01 19:57:35,000 - mmaction - INFO - Epoch [15][140/940] lr: 1.675e-01, eta: 1 day, 4:23:15, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4562, loss_cls: 3.7356, loss: 3.7356 2020-07-01 19:57:43,899 - mmaction - INFO - Epoch [15][160/940] lr: 1.678e-01, eta: 1 day, 4:23:04, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.1969, top5_acc: 0.4531, loss_cls: 3.7665, loss: 3.7665 2020-07-01 19:57:52,754 - mmaction - INFO - Epoch [15][180/940] lr: 1.680e-01, eta: 1 day, 4:22:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.6531, loss: 3.6531 2020-07-01 19:58:01,641 - mmaction - INFO - Epoch [15][200/940] lr: 1.683e-01, eta: 1 day, 4:22:42, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4358, loss: 3.4358 2020-07-01 19:58:10,532 - mmaction - INFO - Epoch [15][220/940] lr: 1.685e-01, eta: 1 day, 4:22:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.6595, loss: 3.6595 2020-07-01 19:58:19,425 - mmaction - INFO - Epoch [15][240/940] lr: 1.688e-01, eta: 1 day, 4:22:21, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4625, loss_cls: 3.5745, loss: 3.5745 2020-07-01 19:58:28,267 - mmaction - INFO - Epoch [15][260/940] lr: 1.690e-01, eta: 1 day, 4:22:09, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4719, loss_cls: 3.6037, loss: 3.6037 2020-07-01 19:58:37,162 - mmaction - INFO - Epoch [15][280/940] lr: 1.693e-01, eta: 1 day, 4:21:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.5250, loss_cls: 3.5909, loss: 3.5909 2020-07-01 19:58:46,027 - mmaction - INFO - Epoch [15][300/940] lr: 1.695e-01, eta: 1 day, 4:21:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4594, loss_cls: 3.6453, loss: 3.6453 2020-07-01 19:58:54,948 - mmaction - INFO - Epoch [15][320/940] lr: 1.698e-01, eta: 1 day, 4:21:38, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4562, loss_cls: 3.6916, loss: 3.6916 2020-07-01 19:59:03,875 - mmaction - INFO - Epoch [15][340/940] lr: 1.700e-01, eta: 1 day, 4:21:28, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4531, loss_cls: 3.7792, loss: 3.7792 2020-07-01 19:59:12,712 - mmaction - INFO - Epoch [15][360/940] lr: 1.702e-01, eta: 1 day, 4:21:16, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.5719, loss: 3.5719 2020-07-01 19:59:21,563 - mmaction - INFO - Epoch [15][380/940] lr: 1.705e-01, eta: 1 day, 4:21:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4562, loss_cls: 3.6456, loss: 3.6456 2020-07-01 19:59:30,623 - mmaction - INFO - Epoch [15][400/940] lr: 1.707e-01, eta: 1 day, 4:20:55, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.7233, loss: 3.7233 2020-07-01 19:59:41,411 - mmaction - INFO - Epoch [15][420/940] lr: 1.710e-01, eta: 1 day, 4:21:14, time: 0.532, data_time: 0.046, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4906, loss_cls: 3.5757, loss: 3.5757 2020-07-01 19:59:50,250 - mmaction - INFO - Epoch [15][440/940] lr: 1.712e-01, eta: 1 day, 4:21:06, time: 0.454, data_time: 0.014, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3545, loss: 3.3545 2020-07-01 19:59:59,220 - mmaction - INFO - Epoch [15][460/940] lr: 1.715e-01, eta: 1 day, 4:20:57, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.5403, loss: 3.5403 2020-07-01 20:00:08,775 - mmaction - INFO - Epoch [15][480/940] lr: 1.717e-01, eta: 1 day, 4:20:57, time: 0.478, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4500, loss_cls: 3.7887, loss: 3.7887 2020-07-01 20:00:17,686 - mmaction - INFO - Epoch [15][500/940] lr: 1.720e-01, eta: 1 day, 4:20:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4879, loss: 3.4879 2020-07-01 20:00:26,584 - mmaction - INFO - Epoch [15][520/940] lr: 1.722e-01, eta: 1 day, 4:20:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5900, loss: 3.5900 2020-07-01 20:00:35,513 - mmaction - INFO - Epoch [15][540/940] lr: 1.725e-01, eta: 1 day, 4:20:26, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.5849, loss: 3.5849 2020-07-01 20:00:44,404 - mmaction - INFO - Epoch [15][560/940] lr: 1.727e-01, eta: 1 day, 4:20:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4313, loss_cls: 3.9161, loss: 3.9161 2020-07-01 20:00:53,296 - mmaction - INFO - Epoch [15][580/940] lr: 1.730e-01, eta: 1 day, 4:20:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4437, loss_cls: 3.7721, loss: 3.7721 2020-07-01 20:01:02,220 - mmaction - INFO - Epoch [15][600/940] lr: 1.732e-01, eta: 1 day, 4:19:55, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4210, loss: 3.4210 2020-07-01 20:01:14,609 - mmaction - INFO - Epoch [15][620/940] lr: 1.734e-01, eta: 1 day, 4:20:42, time: 0.619, data_time: 0.021, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4719, loss_cls: 3.7124, loss: 3.7124 2020-07-01 20:01:23,482 - mmaction - INFO - Epoch [15][640/940] lr: 1.737e-01, eta: 1 day, 4:20:31, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4469, loss_cls: 3.6807, loss: 3.6807 2020-07-01 20:01:32,331 - mmaction - INFO - Epoch [15][660/940] lr: 1.739e-01, eta: 1 day, 4:20:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6026, loss: 3.6026 2020-07-01 20:01:41,188 - mmaction - INFO - Epoch [15][680/940] lr: 1.742e-01, eta: 1 day, 4:20:08, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5155, loss: 3.5155 2020-07-01 20:01:50,031 - mmaction - INFO - Epoch [15][700/940] lr: 1.744e-01, eta: 1 day, 4:19:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.4648, loss: 3.4648 2020-07-01 20:01:58,847 - mmaction - INFO - Epoch [15][720/940] lr: 1.747e-01, eta: 1 day, 4:19:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.7006, loss: 3.7006 2020-07-01 20:02:07,739 - mmaction - INFO - Epoch [15][740/940] lr: 1.749e-01, eta: 1 day, 4:19:34, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4813, loss_cls: 3.6694, loss: 3.6694 2020-07-01 20:02:16,597 - mmaction - INFO - Epoch [15][760/940] lr: 1.752e-01, eta: 1 day, 4:19:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4750, loss_cls: 3.6931, loss: 3.6931 2020-07-01 20:02:25,463 - mmaction - INFO - Epoch [15][780/940] lr: 1.754e-01, eta: 1 day, 4:19:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.5866, loss: 3.5866 2020-07-01 20:02:34,388 - mmaction - INFO - Epoch [15][800/940] lr: 1.757e-01, eta: 1 day, 4:19:02, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4656, loss_cls: 3.7123, loss: 3.7123 2020-07-01 20:02:43,188 - mmaction - INFO - Epoch [15][820/940] lr: 1.759e-01, eta: 1 day, 4:18:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4469, loss_cls: 3.6738, loss: 3.6738 2020-07-01 20:02:52,023 - mmaction - INFO - Epoch [15][840/940] lr: 1.761e-01, eta: 1 day, 4:18:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.6671, loss: 3.6671 2020-07-01 20:03:00,921 - mmaction - INFO - Epoch [15][860/940] lr: 1.764e-01, eta: 1 day, 4:18:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.4860, loss: 3.4860 2020-07-01 20:03:09,718 - mmaction - INFO - Epoch [15][880/940] lr: 1.766e-01, eta: 1 day, 4:18:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.6190, loss: 3.6190 2020-07-01 20:03:18,623 - mmaction - INFO - Epoch [15][900/940] lr: 1.769e-01, eta: 1 day, 4:18:05, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4531, loss_cls: 3.6379, loss: 3.6379 2020-07-01 20:03:27,438 - mmaction - INFO - Epoch [15][920/940] lr: 1.771e-01, eta: 1 day, 4:17:53, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4750, loss_cls: 3.6261, loss: 3.6261 2020-07-01 20:03:35,884 - mmaction - INFO - Epoch [15][940/940] lr: 1.774e-01, eta: 1 day, 4:17:35, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.2468, top5_acc: 0.4708, loss_cls: 3.6731, loss: 3.6731 2020-07-01 20:03:53,496 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 20:03:54,366 - mmaction - INFO - top1_acc 0.2656 top5_acc 0.5255 2020-07-01 20:03:54,367 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 20:03:54,426 - mmaction - INFO - mean_acc 0.2654 2020-07-01 20:03:54,435 - mmaction - INFO - Epoch [15][940/940] lr: 1.774e-01, top1_acc: 0.2656, top5_acc: 0.5255, mean_class_accuracy: 0.2654 2020-07-01 20:04:06,773 - mmaction - INFO - Epoch [16][20/940] lr: 1.774e-01, eta: 1 day, 4:18:20, time: 0.615, data_time: 0.172, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.7998, loss: 3.7998 2020-07-01 20:04:15,650 - mmaction - INFO - Epoch [16][40/940] lr: 1.777e-01, eta: 1 day, 4:18:09, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.6314, loss: 3.6314 2020-07-01 20:04:24,534 - mmaction - INFO - Epoch [16][60/940] lr: 1.779e-01, eta: 1 day, 4:17:58, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4688, loss_cls: 3.7257, loss: 3.7257 2020-07-01 20:04:33,407 - mmaction - INFO - Epoch [16][80/940] lr: 1.782e-01, eta: 1 day, 4:17:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.6096, loss: 3.6096 2020-07-01 20:04:42,323 - mmaction - INFO - Epoch [16][100/940] lr: 1.784e-01, eta: 1 day, 4:17:37, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.5010, loss: 3.5010 2020-07-01 20:04:51,206 - mmaction - INFO - Epoch [16][120/940] lr: 1.787e-01, eta: 1 day, 4:17:26, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.6824, loss: 3.6824 2020-07-01 20:05:00,122 - mmaction - INFO - Epoch [16][140/940] lr: 1.789e-01, eta: 1 day, 4:17:16, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.5900, loss: 3.5900 2020-07-01 20:05:08,981 - mmaction - INFO - Epoch [16][160/940] lr: 1.791e-01, eta: 1 day, 4:17:05, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4656, loss_cls: 3.6468, loss: 3.6468 2020-07-01 20:05:17,844 - mmaction - INFO - Epoch [16][180/940] lr: 1.794e-01, eta: 1 day, 4:16:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3708, loss: 3.3708 2020-07-01 20:05:26,774 - mmaction - INFO - Epoch [16][200/940] lr: 1.796e-01, eta: 1 day, 4:16:43, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4688, loss_cls: 3.7056, loss: 3.7056 2020-07-01 20:05:35,625 - mmaction - INFO - Epoch [16][220/940] lr: 1.799e-01, eta: 1 day, 4:16:32, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5062, loss_cls: 3.4678, loss: 3.4678 2020-07-01 20:05:44,491 - mmaction - INFO - Epoch [16][240/940] lr: 1.801e-01, eta: 1 day, 4:16:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4844, loss_cls: 3.5933, loss: 3.5933 2020-07-01 20:05:53,317 - mmaction - INFO - Epoch [16][260/940] lr: 1.804e-01, eta: 1 day, 4:16:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5109, loss: 3.5109 2020-07-01 20:06:02,204 - mmaction - INFO - Epoch [16][280/940] lr: 1.806e-01, eta: 1 day, 4:15:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4437, loss_cls: 3.7364, loss: 3.7364 2020-07-01 20:06:13,448 - mmaction - INFO - Epoch [16][300/940] lr: 1.809e-01, eta: 1 day, 4:16:25, time: 0.562, data_time: 0.027, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.4898, loss: 3.4898 2020-07-01 20:06:24,448 - mmaction - INFO - Epoch [16][320/940] lr: 1.811e-01, eta: 1 day, 4:16:48, time: 0.550, data_time: 0.075, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4625, loss_cls: 3.6365, loss: 3.6365 2020-07-01 20:06:33,411 - mmaction - INFO - Epoch [16][340/940] lr: 1.814e-01, eta: 1 day, 4:16:38, time: 0.447, data_time: 0.008, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.4369, loss: 3.4369 2020-07-01 20:06:42,308 - mmaction - INFO - Epoch [16][360/940] lr: 1.816e-01, eta: 1 day, 4:16:27, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4562, loss_cls: 3.7097, loss: 3.7097 2020-07-01 20:06:51,212 - mmaction - INFO - Epoch [16][380/940] lr: 1.819e-01, eta: 1 day, 4:16:17, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2000, top5_acc: 0.4281, loss_cls: 3.8791, loss: 3.8791 2020-07-01 20:07:00,007 - mmaction - INFO - Epoch [16][400/940] lr: 1.821e-01, eta: 1 day, 4:16:05, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.5243, loss: 3.5243 2020-07-01 20:07:08,902 - mmaction - INFO - Epoch [16][420/940] lr: 1.823e-01, eta: 1 day, 4:15:54, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4531, loss_cls: 3.5911, loss: 3.5911 2020-07-01 20:07:18,252 - mmaction - INFO - Epoch [16][440/940] lr: 1.826e-01, eta: 1 day, 4:15:51, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.5021, loss: 3.5021 2020-07-01 20:07:28,291 - mmaction - INFO - Epoch [16][460/940] lr: 1.828e-01, eta: 1 day, 4:15:58, time: 0.502, data_time: 0.060, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5125, loss_cls: 3.4931, loss: 3.4931 2020-07-01 20:07:37,148 - mmaction - INFO - Epoch [16][480/940] lr: 1.831e-01, eta: 1 day, 4:15:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5128, loss: 3.5128 2020-07-01 20:07:46,013 - mmaction - INFO - Epoch [16][500/940] lr: 1.833e-01, eta: 1 day, 4:15:35, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.3888, loss: 3.3888 2020-07-01 20:07:54,917 - mmaction - INFO - Epoch [16][520/940] lr: 1.836e-01, eta: 1 day, 4:15:25, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.6483, loss: 3.6483 2020-07-01 20:08:03,726 - mmaction - INFO - Epoch [16][540/940] lr: 1.838e-01, eta: 1 day, 4:15:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.6038, loss: 3.6038 2020-07-01 20:08:12,680 - mmaction - INFO - Epoch [16][560/940] lr: 1.841e-01, eta: 1 day, 4:15:03, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5425, loss: 3.5425 2020-07-01 20:08:21,567 - mmaction - INFO - Epoch [16][580/940] lr: 1.843e-01, eta: 1 day, 4:14:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4688, loss_cls: 3.6909, loss: 3.6909 2020-07-01 20:08:30,432 - mmaction - INFO - Epoch [16][600/940] lr: 1.846e-01, eta: 1 day, 4:14:41, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2062, top5_acc: 0.4594, loss_cls: 3.7965, loss: 3.7965 2020-07-01 20:08:39,237 - mmaction - INFO - Epoch [16][620/940] lr: 1.848e-01, eta: 1 day, 4:14:29, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.3989, loss: 3.3989 2020-07-01 20:08:49,090 - mmaction - INFO - Epoch [16][640/940] lr: 1.850e-01, eta: 1 day, 4:14:33, time: 0.493, data_time: 0.044, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5868, loss: 3.5868 2020-07-01 20:08:57,982 - mmaction - INFO - Epoch [16][660/940] lr: 1.853e-01, eta: 1 day, 4:14:22, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.4337, loss: 3.4337 2020-07-01 20:09:06,829 - mmaction - INFO - Epoch [16][680/940] lr: 1.855e-01, eta: 1 day, 4:14:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4531, loss_cls: 3.6998, loss: 3.6998 2020-07-01 20:09:15,670 - mmaction - INFO - Epoch [16][700/940] lr: 1.858e-01, eta: 1 day, 4:14:00, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4777, loss: 3.4777 2020-07-01 20:09:24,565 - mmaction - INFO - Epoch [16][720/940] lr: 1.860e-01, eta: 1 day, 4:13:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.5284, loss: 3.5284 2020-07-01 20:09:33,426 - mmaction - INFO - Epoch [16][740/940] lr: 1.863e-01, eta: 1 day, 4:13:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4781, loss_cls: 3.5183, loss: 3.5183 2020-07-01 20:09:42,313 - mmaction - INFO - Epoch [16][760/940] lr: 1.865e-01, eta: 1 day, 4:13:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.4478, loss: 3.4478 2020-07-01 20:09:51,164 - mmaction - INFO - Epoch [16][780/940] lr: 1.868e-01, eta: 1 day, 4:13:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.5781, loss: 3.5781 2020-07-01 20:09:59,963 - mmaction - INFO - Epoch [16][800/940] lr: 1.870e-01, eta: 1 day, 4:13:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4906, loss_cls: 3.4278, loss: 3.4278 2020-07-01 20:10:08,798 - mmaction - INFO - Epoch [16][820/940] lr: 1.873e-01, eta: 1 day, 4:12:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.6169, loss: 3.6169 2020-07-01 20:10:17,674 - mmaction - INFO - Epoch [16][840/940] lr: 1.875e-01, eta: 1 day, 4:12:41, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.6315, loss: 3.6315 2020-07-01 20:10:26,516 - mmaction - INFO - Epoch [16][860/940] lr: 1.877e-01, eta: 1 day, 4:12:30, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5125, loss_cls: 3.5106, loss: 3.5106 2020-07-01 20:10:35,299 - mmaction - INFO - Epoch [16][880/940] lr: 1.880e-01, eta: 1 day, 4:12:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5281, loss_cls: 3.4202, loss: 3.4202 2020-07-01 20:10:44,227 - mmaction - INFO - Epoch [16][900/940] lr: 1.882e-01, eta: 1 day, 4:12:08, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4288, loss: 3.4288 2020-07-01 20:10:54,309 - mmaction - INFO - Epoch [16][920/940] lr: 1.885e-01, eta: 1 day, 4:12:15, time: 0.505, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.5268, loss: 3.5268 2020-07-01 20:11:05,250 - mmaction - INFO - Epoch [16][940/940] lr: 1.887e-01, eta: 1 day, 4:12:35, time: 0.547, data_time: 0.102, memory: 6328, top1_acc: 0.2273, top5_acc: 0.4513, loss_cls: 3.6517, loss: 3.6517 2020-07-01 20:11:05,543 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-01 20:11:19,782 - mmaction - INFO - Epoch [17][20/940] lr: 1.888e-01, eta: 1 day, 4:13:23, time: 0.639, data_time: 0.178, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.5959, loss: 3.5959 2020-07-01 20:11:30,641 - mmaction - INFO - Epoch [17][40/940] lr: 1.890e-01, eta: 1 day, 4:13:43, time: 0.548, data_time: 0.067, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.5395, loss: 3.5395 2020-07-01 20:11:39,512 - mmaction - INFO - Epoch [17][60/940] lr: 1.892e-01, eta: 1 day, 4:13:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.4184, loss: 3.4184 2020-07-01 20:11:48,379 - mmaction - INFO - Epoch [17][80/940] lr: 1.895e-01, eta: 1 day, 4:13:21, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4366, loss: 3.4366 2020-07-01 20:11:57,316 - mmaction - INFO - Epoch [17][100/940] lr: 1.897e-01, eta: 1 day, 4:13:10, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3667, loss: 3.3667 2020-07-01 20:12:06,227 - mmaction - INFO - Epoch [17][120/940] lr: 1.900e-01, eta: 1 day, 4:13:00, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.5383, loss: 3.5383 2020-07-01 20:12:15,095 - mmaction - INFO - Epoch [17][140/940] lr: 1.902e-01, eta: 1 day, 4:12:49, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.6486, loss: 3.6486 2020-07-01 20:12:25,543 - mmaction - INFO - Epoch [17][160/940] lr: 1.905e-01, eta: 1 day, 4:12:56, time: 0.506, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4406, loss_cls: 3.6808, loss: 3.6808 2020-07-01 20:12:34,451 - mmaction - INFO - Epoch [17][180/940] lr: 1.907e-01, eta: 1 day, 4:12:51, time: 0.461, data_time: 0.018, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.2890, loss: 3.2890 2020-07-01 20:12:43,339 - mmaction - INFO - Epoch [17][200/940] lr: 1.910e-01, eta: 1 day, 4:12:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.5291, loss: 3.5291 2020-07-01 20:12:52,253 - mmaction - INFO - Epoch [17][220/940] lr: 1.912e-01, eta: 1 day, 4:12:29, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4221, loss: 3.4221 2020-07-01 20:13:01,789 - mmaction - INFO - Epoch [17][240/940] lr: 1.915e-01, eta: 1 day, 4:12:28, time: 0.477, data_time: 0.008, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5706, loss: 3.5706 2020-07-01 20:13:10,629 - mmaction - INFO - Epoch [17][260/940] lr: 1.917e-01, eta: 1 day, 4:12:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.3977, loss: 3.3977 2020-07-01 20:13:19,548 - mmaction - INFO - Epoch [17][280/940] lr: 1.919e-01, eta: 1 day, 4:12:06, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4437, loss_cls: 3.7334, loss: 3.7334 2020-07-01 20:13:28,414 - mmaction - INFO - Epoch [17][300/940] lr: 1.922e-01, eta: 1 day, 4:11:55, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.4463, loss: 3.4463 2020-07-01 20:13:37,263 - mmaction - INFO - Epoch [17][320/940] lr: 1.924e-01, eta: 1 day, 4:11:43, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.5082, loss: 3.5082 2020-07-01 20:13:46,214 - mmaction - INFO - Epoch [17][340/940] lr: 1.927e-01, eta: 1 day, 4:11:34, time: 0.449, data_time: 0.004, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.6205, loss: 3.6205 2020-07-01 20:13:55,094 - mmaction - INFO - Epoch [17][360/940] lr: 1.929e-01, eta: 1 day, 4:11:23, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5213, loss: 3.5213 2020-07-01 20:14:03,905 - mmaction - INFO - Epoch [17][380/940] lr: 1.932e-01, eta: 1 day, 4:11:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.4972, loss: 3.4972 2020-07-01 20:14:12,780 - mmaction - INFO - Epoch [17][400/940] lr: 1.934e-01, eta: 1 day, 4:11:00, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2652, loss: 3.2652 2020-07-01 20:14:21,632 - mmaction - INFO - Epoch [17][420/940] lr: 1.937e-01, eta: 1 day, 4:10:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2390, loss: 3.2390 2020-07-01 20:14:30,508 - mmaction - INFO - Epoch [17][440/940] lr: 1.939e-01, eta: 1 day, 4:10:38, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.4836, loss: 3.4836 2020-07-01 20:14:39,394 - mmaction - INFO - Epoch [17][460/940] lr: 1.942e-01, eta: 1 day, 4:10:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4437, loss_cls: 3.8245, loss: 3.8245 2020-07-01 20:14:48,225 - mmaction - INFO - Epoch [17][480/940] lr: 1.944e-01, eta: 1 day, 4:10:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.4896, loss: 3.4896 2020-07-01 20:14:57,093 - mmaction - INFO - Epoch [17][500/940] lr: 1.946e-01, eta: 1 day, 4:10:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.4967, loss: 3.4967 2020-07-01 20:15:05,993 - mmaction - INFO - Epoch [17][520/940] lr: 1.949e-01, eta: 1 day, 4:09:53, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.5507, loss: 3.5507 2020-07-01 20:15:14,866 - mmaction - INFO - Epoch [17][540/940] lr: 1.951e-01, eta: 1 day, 4:09:42, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.4975, loss: 3.4975 2020-07-01 20:15:23,793 - mmaction - INFO - Epoch [17][560/940] lr: 1.954e-01, eta: 1 day, 4:09:32, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2555, loss: 3.2555 2020-07-01 20:15:32,630 - mmaction - INFO - Epoch [17][580/940] lr: 1.956e-01, eta: 1 day, 4:09:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2828, loss: 3.2828 2020-07-01 20:15:41,548 - mmaction - INFO - Epoch [17][600/940] lr: 1.959e-01, eta: 1 day, 4:09:11, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.3094, loss: 3.3094 2020-07-01 20:15:50,500 - mmaction - INFO - Epoch [17][620/940] lr: 1.961e-01, eta: 1 day, 4:09:00, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.5359, loss: 3.5359 2020-07-01 20:15:59,298 - mmaction - INFO - Epoch [17][640/940] lr: 1.964e-01, eta: 1 day, 4:08:49, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5062, loss_cls: 3.5456, loss: 3.5456 2020-07-01 20:16:08,161 - mmaction - INFO - Epoch [17][660/940] lr: 1.966e-01, eta: 1 day, 4:08:38, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.5365, loss: 3.5365 2020-07-01 20:16:17,014 - mmaction - INFO - Epoch [17][680/940] lr: 1.969e-01, eta: 1 day, 4:08:26, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.3092, loss: 3.3092 2020-07-01 20:16:25,916 - mmaction - INFO - Epoch [17][700/940] lr: 1.971e-01, eta: 1 day, 4:08:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.4144, loss: 3.4144 2020-07-01 20:16:34,721 - mmaction - INFO - Epoch [17][720/940] lr: 1.973e-01, eta: 1 day, 4:08:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.4197, loss: 3.4197 2020-07-01 20:16:43,739 - mmaction - INFO - Epoch [17][740/940] lr: 1.976e-01, eta: 1 day, 4:07:55, time: 0.451, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.4038, loss: 3.4038 2020-07-01 20:16:52,587 - mmaction - INFO - Epoch [17][760/940] lr: 1.978e-01, eta: 1 day, 4:07:44, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.5760, loss: 3.5760 2020-07-01 20:17:01,455 - mmaction - INFO - Epoch [17][780/940] lr: 1.981e-01, eta: 1 day, 4:07:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.5241, loss: 3.5241 2020-07-01 20:17:10,301 - mmaction - INFO - Epoch [17][800/940] lr: 1.983e-01, eta: 1 day, 4:07:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.6125, loss: 3.6125 2020-07-01 20:17:19,098 - mmaction - INFO - Epoch [17][820/940] lr: 1.986e-01, eta: 1 day, 4:07:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.2988, loss: 3.2988 2020-07-01 20:17:27,902 - mmaction - INFO - Epoch [17][840/940] lr: 1.988e-01, eta: 1 day, 4:06:57, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5156, loss_cls: 3.5967, loss: 3.5967 2020-07-01 20:17:36,578 - mmaction - INFO - Epoch [17][860/940] lr: 1.991e-01, eta: 1 day, 4:06:44, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.3751, loss: 3.3751 2020-07-01 20:17:45,250 - mmaction - INFO - Epoch [17][880/940] lr: 1.993e-01, eta: 1 day, 4:06:30, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4719, loss_cls: 3.6154, loss: 3.6154 2020-07-01 20:17:53,947 - mmaction - INFO - Epoch [17][900/940] lr: 1.996e-01, eta: 1 day, 4:06:16, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4437, loss_cls: 3.5951, loss: 3.5951 2020-07-01 20:18:02,620 - mmaction - INFO - Epoch [17][920/940] lr: 1.998e-01, eta: 1 day, 4:06:03, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4688, loss_cls: 3.5810, loss: 3.5810 2020-07-01 20:18:10,937 - mmaction - INFO - Epoch [17][940/940] lr: 2.000e-01, eta: 1 day, 4:05:44, time: 0.416, data_time: 0.001, memory: 6328, top1_acc: 0.2110, top5_acc: 0.4870, loss_cls: 3.5671, loss: 3.5671 2020-07-01 20:18:24,335 - mmaction - INFO - Epoch [18][20/940] lr: 2.000e-01, eta: 1 day, 4:06:32, time: 0.652, data_time: 0.205, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4938, loss_cls: 3.4454, loss: 3.4454 2020-07-01 20:18:33,004 - mmaction - INFO - Epoch [18][40/940] lr: 2.003e-01, eta: 1 day, 4:06:18, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.7081, loss: 3.7081 2020-07-01 20:18:41,656 - mmaction - INFO - Epoch [18][60/940] lr: 2.005e-01, eta: 1 day, 4:06:04, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.5145, loss: 3.5145 2020-07-01 20:18:50,334 - mmaction - INFO - Epoch [18][80/940] lr: 2.008e-01, eta: 1 day, 4:05:51, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5000, loss_cls: 3.5344, loss: 3.5344 2020-07-01 20:18:58,996 - mmaction - INFO - Epoch [18][100/940] lr: 2.010e-01, eta: 1 day, 4:05:37, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4813, loss_cls: 3.3794, loss: 3.3794 2020-07-01 20:19:07,739 - mmaction - INFO - Epoch [18][120/940] lr: 2.013e-01, eta: 1 day, 4:05:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.3893, loss: 3.3893 2020-07-01 20:19:16,402 - mmaction - INFO - Epoch [18][140/940] lr: 2.015e-01, eta: 1 day, 4:05:10, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.4335, loss: 3.4335 2020-07-01 20:19:25,283 - mmaction - INFO - Epoch [18][160/940] lr: 2.018e-01, eta: 1 day, 4:05:00, time: 0.444, data_time: 0.010, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5125, loss_cls: 3.4683, loss: 3.4683 2020-07-01 20:19:33,967 - mmaction - INFO - Epoch [18][180/940] lr: 2.020e-01, eta: 1 day, 4:04:46, time: 0.434, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.4028, loss: 3.4028 2020-07-01 20:19:42,725 - mmaction - INFO - Epoch [18][200/940] lr: 2.022e-01, eta: 1 day, 4:04:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.4666, loss: 3.4666 2020-07-01 20:19:51,392 - mmaction - INFO - Epoch [18][220/940] lr: 2.025e-01, eta: 1 day, 4:04:20, time: 0.433, data_time: 0.000, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4562, loss_cls: 3.6681, loss: 3.6681 2020-07-01 20:20:00,291 - mmaction - INFO - Epoch [18][240/940] lr: 2.027e-01, eta: 1 day, 4:04:09, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.4906, loss_cls: 3.5203, loss: 3.5203 2020-07-01 20:20:08,946 - mmaction - INFO - Epoch [18][260/940] lr: 2.030e-01, eta: 1 day, 4:03:55, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5949, loss: 3.5949 2020-07-01 20:20:17,675 - mmaction - INFO - Epoch [18][280/940] lr: 2.032e-01, eta: 1 day, 4:03:43, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.6427, loss: 3.6427 2020-07-01 20:20:26,412 - mmaction - INFO - Epoch [18][300/940] lr: 2.035e-01, eta: 1 day, 4:03:30, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5375, loss_cls: 3.3559, loss: 3.3559 2020-07-01 20:20:35,076 - mmaction - INFO - Epoch [18][320/940] lr: 2.037e-01, eta: 1 day, 4:03:16, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3734, loss: 3.3734 2020-07-01 20:20:43,856 - mmaction - INFO - Epoch [18][340/940] lr: 2.040e-01, eta: 1 day, 4:03:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4656, loss_cls: 3.6722, loss: 3.6722 2020-07-01 20:20:52,600 - mmaction - INFO - Epoch [18][360/940] lr: 2.042e-01, eta: 1 day, 4:02:52, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.4485, loss: 3.4485 2020-07-01 20:21:01,229 - mmaction - INFO - Epoch [18][380/940] lr: 2.045e-01, eta: 1 day, 4:02:37, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3170, loss: 3.3170 2020-07-01 20:21:09,895 - mmaction - INFO - Epoch [18][400/940] lr: 2.047e-01, eta: 1 day, 4:02:24, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.3555, loss: 3.3555 2020-07-01 20:21:18,532 - mmaction - INFO - Epoch [18][420/940] lr: 2.049e-01, eta: 1 day, 4:02:10, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5250, loss_cls: 3.4121, loss: 3.4121 2020-07-01 20:21:27,213 - mmaction - INFO - Epoch [18][440/940] lr: 2.052e-01, eta: 1 day, 4:01:57, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4205, loss: 3.4205 2020-07-01 20:21:35,827 - mmaction - INFO - Epoch [18][460/940] lr: 2.054e-01, eta: 1 day, 4:01:42, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4969, loss_cls: 3.4650, loss: 3.4650 2020-07-01 20:21:44,492 - mmaction - INFO - Epoch [18][480/940] lr: 2.057e-01, eta: 1 day, 4:01:29, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.1969, top5_acc: 0.4469, loss_cls: 3.7820, loss: 3.7820 2020-07-01 20:21:53,180 - mmaction - INFO - Epoch [18][500/940] lr: 2.059e-01, eta: 1 day, 4:01:15, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4562, loss_cls: 3.6203, loss: 3.6203 2020-07-01 20:22:01,883 - mmaction - INFO - Epoch [18][520/940] lr: 2.062e-01, eta: 1 day, 4:01:02, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4515, loss: 3.4515 2020-07-01 20:22:10,558 - mmaction - INFO - Epoch [18][540/940] lr: 2.064e-01, eta: 1 day, 4:00:49, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.6728, loss: 3.6728 2020-07-01 20:22:19,286 - mmaction - INFO - Epoch [18][560/940] lr: 2.067e-01, eta: 1 day, 4:00:36, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5000, loss_cls: 3.3353, loss: 3.3353 2020-07-01 20:22:28,174 - mmaction - INFO - Epoch [18][580/940] lr: 2.069e-01, eta: 1 day, 4:00:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.5193, loss: 3.5193 2020-07-01 20:22:36,794 - mmaction - INFO - Epoch [18][600/940] lr: 2.072e-01, eta: 1 day, 4:00:12, time: 0.439, data_time: 0.009, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.5587, loss: 3.5587 2020-07-01 20:22:45,604 - mmaction - INFO - Epoch [18][620/940] lr: 2.074e-01, eta: 1 day, 4:00:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4233, loss: 3.4233 2020-07-01 20:22:54,260 - mmaction - INFO - Epoch [18][640/940] lr: 2.076e-01, eta: 1 day, 3:59:47, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.5012, loss: 3.5012 2020-07-01 20:23:02,939 - mmaction - INFO - Epoch [18][660/940] lr: 2.079e-01, eta: 1 day, 3:59:33, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5500, loss_cls: 3.3955, loss: 3.3955 2020-07-01 20:23:11,721 - mmaction - INFO - Epoch [18][680/940] lr: 2.081e-01, eta: 1 day, 3:59:21, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4406, loss_cls: 3.5786, loss: 3.5786 2020-07-01 20:23:20,393 - mmaction - INFO - Epoch [18][700/940] lr: 2.084e-01, eta: 1 day, 3:59:08, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.4048, loss: 3.4048 2020-07-01 20:23:29,182 - mmaction - INFO - Epoch [18][720/940] lr: 2.086e-01, eta: 1 day, 3:58:56, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5344, loss_cls: 3.4519, loss: 3.4519 2020-07-01 20:23:37,848 - mmaction - INFO - Epoch [18][740/940] lr: 2.089e-01, eta: 1 day, 3:58:42, time: 0.434, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.4064, loss: 3.4064 2020-07-01 20:23:46,490 - mmaction - INFO - Epoch [18][760/940] lr: 2.091e-01, eta: 1 day, 3:58:29, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5219, loss_cls: 3.4330, loss: 3.4330 2020-07-01 20:23:55,308 - mmaction - INFO - Epoch [18][780/940] lr: 2.094e-01, eta: 1 day, 3:58:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.5914, loss: 3.5914 2020-07-01 20:24:04,085 - mmaction - INFO - Epoch [18][800/940] lr: 2.096e-01, eta: 1 day, 3:58:06, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.5449, loss: 3.5449 2020-07-01 20:24:12,813 - mmaction - INFO - Epoch [18][820/940] lr: 2.098e-01, eta: 1 day, 3:57:53, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.4650, loss: 3.4650 2020-07-01 20:24:21,498 - mmaction - INFO - Epoch [18][840/940] lr: 2.101e-01, eta: 1 day, 3:57:40, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.5737, loss: 3.5737 2020-07-01 20:24:30,152 - mmaction - INFO - Epoch [18][860/940] lr: 2.103e-01, eta: 1 day, 3:57:26, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.4997, loss: 3.4997 2020-07-01 20:24:38,812 - mmaction - INFO - Epoch [18][880/940] lr: 2.106e-01, eta: 1 day, 3:57:13, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.4450, loss: 3.4450 2020-07-01 20:24:47,590 - mmaction - INFO - Epoch [18][900/940] lr: 2.108e-01, eta: 1 day, 3:57:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.5620, loss: 3.5620 2020-07-01 20:24:56,341 - mmaction - INFO - Epoch [18][920/940] lr: 2.111e-01, eta: 1 day, 3:56:49, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3208, loss: 3.3208 2020-07-01 20:25:04,745 - mmaction - INFO - Epoch [18][940/940] lr: 2.113e-01, eta: 1 day, 3:56:32, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.2760, top5_acc: 0.5065, loss_cls: 3.5512, loss: 3.5512 2020-07-01 20:25:18,303 - mmaction - INFO - Epoch [19][20/940] lr: 2.113e-01, eta: 1 day, 3:57:19, time: 0.659, data_time: 0.199, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.5376, loss: 3.5376 2020-07-01 20:25:27,085 - mmaction - INFO - Epoch [19][40/940] lr: 2.115e-01, eta: 1 day, 3:57:07, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.3503, loss: 3.3503 2020-07-01 20:25:35,788 - mmaction - INFO - Epoch [19][60/940] lr: 2.118e-01, eta: 1 day, 3:56:54, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.4440, loss: 3.4440 2020-07-01 20:25:44,576 - mmaction - INFO - Epoch [19][80/940] lr: 2.120e-01, eta: 1 day, 3:56:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.3390, loss: 3.3390 2020-07-01 20:25:53,351 - mmaction - INFO - Epoch [19][100/940] lr: 2.123e-01, eta: 1 day, 3:56:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5156, loss_cls: 3.4530, loss: 3.4530 2020-07-01 20:26:02,110 - mmaction - INFO - Epoch [19][120/940] lr: 2.125e-01, eta: 1 day, 3:56:18, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3483, loss: 3.3483 2020-07-01 20:26:10,855 - mmaction - INFO - Epoch [19][140/940] lr: 2.128e-01, eta: 1 day, 3:56:06, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3769, loss: 3.3769 2020-07-01 20:26:19,660 - mmaction - INFO - Epoch [19][160/940] lr: 2.130e-01, eta: 1 day, 3:55:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5563, loss_cls: 3.2953, loss: 3.2953 2020-07-01 20:26:28,447 - mmaction - INFO - Epoch [19][180/940] lr: 2.132e-01, eta: 1 day, 3:55:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4906, loss_cls: 3.6482, loss: 3.6482 2020-07-01 20:26:37,249 - mmaction - INFO - Epoch [19][200/940] lr: 2.135e-01, eta: 1 day, 3:55:31, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3561, loss: 3.3561 2020-07-01 20:26:46,028 - mmaction - INFO - Epoch [19][220/940] lr: 2.137e-01, eta: 1 day, 3:55:19, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3403, loss: 3.3403 2020-07-01 20:26:54,778 - mmaction - INFO - Epoch [19][240/940] lr: 2.140e-01, eta: 1 day, 3:55:07, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.5000, loss_cls: 3.5212, loss: 3.5212 2020-07-01 20:27:03,582 - mmaction - INFO - Epoch [19][260/940] lr: 2.142e-01, eta: 1 day, 3:54:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2032, loss: 3.2032 2020-07-01 20:27:12,410 - mmaction - INFO - Epoch [19][280/940] lr: 2.145e-01, eta: 1 day, 3:54:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5684, loss: 3.5684 2020-07-01 20:27:21,186 - mmaction - INFO - Epoch [19][300/940] lr: 2.147e-01, eta: 1 day, 3:54:33, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.4325, loss: 3.4325 2020-07-01 20:27:30,001 - mmaction - INFO - Epoch [19][320/940] lr: 2.150e-01, eta: 1 day, 3:54:21, time: 0.441, data_time: 0.004, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.4165, loss: 3.4165 2020-07-01 20:27:38,790 - mmaction - INFO - Epoch [19][340/940] lr: 2.152e-01, eta: 1 day, 3:54:10, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5281, loss_cls: 3.3143, loss: 3.3143 2020-07-01 20:27:47,626 - mmaction - INFO - Epoch [19][360/940] lr: 2.154e-01, eta: 1 day, 3:53:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.4104, loss: 3.4104 2020-07-01 20:27:56,387 - mmaction - INFO - Epoch [19][380/940] lr: 2.157e-01, eta: 1 day, 3:53:47, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.4608, loss: 3.4608 2020-07-01 20:28:05,269 - mmaction - INFO - Epoch [19][400/940] lr: 2.159e-01, eta: 1 day, 3:53:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.5031, loss_cls: 3.5493, loss: 3.5493 2020-07-01 20:28:14,032 - mmaction - INFO - Epoch [19][420/940] lr: 2.162e-01, eta: 1 day, 3:53:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.3294, loss: 3.3294 2020-07-01 20:28:22,790 - mmaction - INFO - Epoch [19][440/940] lr: 2.164e-01, eta: 1 day, 3:53:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4594, loss_cls: 3.6019, loss: 3.6019 2020-07-01 20:28:31,541 - mmaction - INFO - Epoch [19][460/940] lr: 2.167e-01, eta: 1 day, 3:53:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.5125, loss: 3.5125 2020-07-01 20:28:40,284 - mmaction - INFO - Epoch [19][480/940] lr: 2.169e-01, eta: 1 day, 3:52:48, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5375, loss_cls: 3.3682, loss: 3.3682 2020-07-01 20:28:49,057 - mmaction - INFO - Epoch [19][500/940] lr: 2.172e-01, eta: 1 day, 3:52:36, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5934, loss: 3.5934 2020-07-01 20:28:57,820 - mmaction - INFO - Epoch [19][520/940] lr: 2.174e-01, eta: 1 day, 3:52:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.3799, loss: 3.3799 2020-07-01 20:29:06,540 - mmaction - INFO - Epoch [19][540/940] lr: 2.176e-01, eta: 1 day, 3:52:12, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.4558, loss: 3.4558 2020-07-01 20:29:15,371 - mmaction - INFO - Epoch [19][560/940] lr: 2.179e-01, eta: 1 day, 3:52:00, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4844, loss_cls: 3.6921, loss: 3.6921 2020-07-01 20:29:24,127 - mmaction - INFO - Epoch [19][580/940] lr: 2.181e-01, eta: 1 day, 3:51:49, time: 0.443, data_time: 0.006, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5219, loss_cls: 3.3801, loss: 3.3801 2020-07-01 20:29:32,868 - mmaction - INFO - Epoch [19][600/940] lr: 2.184e-01, eta: 1 day, 3:51:37, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.6305, loss: 3.6305 2020-07-01 20:29:41,574 - mmaction - INFO - Epoch [19][620/940] lr: 2.186e-01, eta: 1 day, 3:51:24, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.3212, loss: 3.3212 2020-07-01 20:29:50,295 - mmaction - INFO - Epoch [19][640/940] lr: 2.189e-01, eta: 1 day, 3:51:12, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5250, loss_cls: 3.4157, loss: 3.4157 2020-07-01 20:29:59,084 - mmaction - INFO - Epoch [19][660/940] lr: 2.191e-01, eta: 1 day, 3:51:00, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1832, loss: 3.1832 2020-07-01 20:30:07,764 - mmaction - INFO - Epoch [19][680/940] lr: 2.194e-01, eta: 1 day, 3:50:47, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3092, loss: 3.3092 2020-07-01 20:30:16,486 - mmaction - INFO - Epoch [19][700/940] lr: 2.196e-01, eta: 1 day, 3:50:35, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4857, loss: 3.4857 2020-07-01 20:30:25,201 - mmaction - INFO - Epoch [19][720/940] lr: 2.199e-01, eta: 1 day, 3:50:22, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5687, loss_cls: 3.2866, loss: 3.2866 2020-07-01 20:30:33,913 - mmaction - INFO - Epoch [19][740/940] lr: 2.201e-01, eta: 1 day, 3:50:10, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4091, loss: 3.4091 2020-07-01 20:30:42,718 - mmaction - INFO - Epoch [19][760/940] lr: 2.203e-01, eta: 1 day, 3:49:59, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2097, loss: 3.2097 2020-07-01 20:30:51,449 - mmaction - INFO - Epoch [19][780/940] lr: 2.206e-01, eta: 1 day, 3:49:46, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4495, loss: 3.4495 2020-07-01 20:31:00,206 - mmaction - INFO - Epoch [19][800/940] lr: 2.208e-01, eta: 1 day, 3:49:34, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.5000, loss_cls: 3.5806, loss: 3.5806 2020-07-01 20:31:09,063 - mmaction - INFO - Epoch [19][820/940] lr: 2.211e-01, eta: 1 day, 3:49:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.4708, loss: 3.4708 2020-07-01 20:31:17,805 - mmaction - INFO - Epoch [19][840/940] lr: 2.213e-01, eta: 1 day, 3:49:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5417, loss: 3.5417 2020-07-01 20:31:26,573 - mmaction - INFO - Epoch [19][860/940] lr: 2.216e-01, eta: 1 day, 3:49:00, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4906, loss_cls: 3.6435, loss: 3.6435 2020-07-01 20:31:35,423 - mmaction - INFO - Epoch [19][880/940] lr: 2.218e-01, eta: 1 day, 3:48:49, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.5604, loss: 3.5604 2020-07-01 20:31:44,196 - mmaction - INFO - Epoch [19][900/940] lr: 2.221e-01, eta: 1 day, 3:48:38, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5610, loss: 3.5610 2020-07-01 20:31:52,999 - mmaction - INFO - Epoch [19][920/940] lr: 2.223e-01, eta: 1 day, 3:48:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.2988, loss: 3.2988 2020-07-01 20:32:01,497 - mmaction - INFO - Epoch [19][940/940] lr: 2.225e-01, eta: 1 day, 3:48:11, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.2468, top5_acc: 0.5130, loss_cls: 3.4725, loss: 3.4725 2020-07-01 20:32:15,026 - mmaction - INFO - Epoch [20][20/940] lr: 2.225e-01, eta: 1 day, 3:48:54, time: 0.659, data_time: 0.217, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.3953, loss: 3.3953 2020-07-01 20:32:23,929 - mmaction - INFO - Epoch [20][40/940] lr: 2.227e-01, eta: 1 day, 3:48:45, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.6271, loss: 3.6271 2020-07-01 20:32:32,839 - mmaction - INFO - Epoch [20][60/940] lr: 2.230e-01, eta: 1 day, 3:48:35, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4206, loss: 3.4206 2020-07-01 20:32:41,811 - mmaction - INFO - Epoch [20][80/940] lr: 2.232e-01, eta: 1 day, 3:48:25, time: 0.449, data_time: 0.008, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4031, loss: 3.4031 2020-07-01 20:32:50,696 - mmaction - INFO - Epoch [20][100/940] lr: 2.235e-01, eta: 1 day, 3:48:15, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3767, loss: 3.3767 2020-07-01 20:32:59,562 - mmaction - INFO - Epoch [20][120/940] lr: 2.237e-01, eta: 1 day, 3:48:04, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.5399, loss: 3.5399 2020-07-01 20:33:08,462 - mmaction - INFO - Epoch [20][140/940] lr: 2.239e-01, eta: 1 day, 3:47:54, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3002, loss: 3.3002 2020-07-01 20:33:17,336 - mmaction - INFO - Epoch [20][160/940] lr: 2.242e-01, eta: 1 day, 3:47:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.5156, loss: 3.5156 2020-07-01 20:33:26,196 - mmaction - INFO - Epoch [20][180/940] lr: 2.244e-01, eta: 1 day, 3:47:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5219, loss_cls: 3.4964, loss: 3.4964 2020-07-01 20:33:35,075 - mmaction - INFO - Epoch [20][200/940] lr: 2.247e-01, eta: 1 day, 3:47:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4969, loss_cls: 3.5759, loss: 3.5759 2020-07-01 20:33:43,933 - mmaction - INFO - Epoch [20][220/940] lr: 2.249e-01, eta: 1 day, 3:47:12, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2449, loss: 3.2449 2020-07-01 20:33:52,781 - mmaction - INFO - Epoch [20][240/940] lr: 2.252e-01, eta: 1 day, 3:47:01, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3167, loss: 3.3167 2020-07-01 20:34:01,681 - mmaction - INFO - Epoch [20][260/940] lr: 2.254e-01, eta: 1 day, 3:46:52, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.4054, loss: 3.4054 2020-07-01 20:34:10,603 - mmaction - INFO - Epoch [20][280/940] lr: 2.257e-01, eta: 1 day, 3:46:42, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 3.5631, loss: 3.5631 2020-07-01 20:34:19,568 - mmaction - INFO - Epoch [20][300/940] lr: 2.259e-01, eta: 1 day, 3:46:32, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5656, loss_cls: 3.1869, loss: 3.1869 2020-07-01 20:34:28,403 - mmaction - INFO - Epoch [20][320/940] lr: 2.261e-01, eta: 1 day, 3:46:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4406, loss_cls: 3.5911, loss: 3.5911 2020-07-01 20:34:37,307 - mmaction - INFO - Epoch [20][340/940] lr: 2.264e-01, eta: 1 day, 3:46:12, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.3865, loss: 3.3865 2020-07-01 20:34:46,205 - mmaction - INFO - Epoch [20][360/940] lr: 2.266e-01, eta: 1 day, 3:46:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4781, loss_cls: 3.4788, loss: 3.4788 2020-07-01 20:34:55,066 - mmaction - INFO - Epoch [20][380/940] lr: 2.269e-01, eta: 1 day, 3:45:51, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4969, loss_cls: 3.5066, loss: 3.5066 2020-07-01 20:35:03,930 - mmaction - INFO - Epoch [20][400/940] lr: 2.271e-01, eta: 1 day, 3:45:40, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4594, loss_cls: 3.6107, loss: 3.6107 2020-07-01 20:35:12,856 - mmaction - INFO - Epoch [20][420/940] lr: 2.274e-01, eta: 1 day, 3:45:31, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.2014, loss: 3.2014 2020-07-01 20:35:21,664 - mmaction - INFO - Epoch [20][440/940] lr: 2.276e-01, eta: 1 day, 3:45:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5125, loss_cls: 3.4768, loss: 3.4768 2020-07-01 20:35:30,545 - mmaction - INFO - Epoch [20][460/940] lr: 2.279e-01, eta: 1 day, 3:45:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4906, loss_cls: 3.5153, loss: 3.5153 2020-07-01 20:35:39,443 - mmaction - INFO - Epoch [20][480/940] lr: 2.281e-01, eta: 1 day, 3:44:59, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4420, loss: 3.4420 2020-07-01 20:35:48,329 - mmaction - INFO - Epoch [20][500/940] lr: 2.283e-01, eta: 1 day, 3:44:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3812, loss: 3.3812 2020-07-01 20:35:57,158 - mmaction - INFO - Epoch [20][520/940] lr: 2.286e-01, eta: 1 day, 3:44:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.4358, loss: 3.4358 2020-07-01 20:36:05,953 - mmaction - INFO - Epoch [20][540/940] lr: 2.288e-01, eta: 1 day, 3:44:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4420, loss: 3.4420 2020-07-01 20:36:14,816 - mmaction - INFO - Epoch [20][560/940] lr: 2.291e-01, eta: 1 day, 3:44:16, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4594, loss_cls: 3.5434, loss: 3.5434 2020-07-01 20:36:23,654 - mmaction - INFO - Epoch [20][580/940] lr: 2.293e-01, eta: 1 day, 3:44:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.3994, loss: 3.3994 2020-07-01 20:36:32,493 - mmaction - INFO - Epoch [20][600/940] lr: 2.296e-01, eta: 1 day, 3:43:55, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5168, loss: 3.5168 2020-07-01 20:36:41,310 - mmaction - INFO - Epoch [20][620/940] lr: 2.298e-01, eta: 1 day, 3:43:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.5513, loss: 3.5513 2020-07-01 20:36:50,167 - mmaction - INFO - Epoch [20][640/940] lr: 2.301e-01, eta: 1 day, 3:43:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4592, loss: 3.4592 2020-07-01 20:36:59,020 - mmaction - INFO - Epoch [20][660/940] lr: 2.303e-01, eta: 1 day, 3:43:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.3951, loss: 3.3951 2020-07-01 20:37:07,881 - mmaction - INFO - Epoch [20][680/940] lr: 2.305e-01, eta: 1 day, 3:43:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.4692, loss: 3.4692 2020-07-01 20:37:16,768 - mmaction - INFO - Epoch [20][700/940] lr: 2.308e-01, eta: 1 day, 3:43:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5000, loss_cls: 3.3795, loss: 3.3795 2020-07-01 20:37:25,625 - mmaction - INFO - Epoch [20][720/940] lr: 2.310e-01, eta: 1 day, 3:42:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1161, loss: 3.1161 2020-07-01 20:37:34,463 - mmaction - INFO - Epoch [20][740/940] lr: 2.313e-01, eta: 1 day, 3:42:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4071, loss: 3.4071 2020-07-01 20:37:43,324 - mmaction - INFO - Epoch [20][760/940] lr: 2.315e-01, eta: 1 day, 3:42:30, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4719, loss_cls: 3.7000, loss: 3.7000 2020-07-01 20:37:52,195 - mmaction - INFO - Epoch [20][780/940] lr: 2.318e-01, eta: 1 day, 3:42:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.4938, loss_cls: 3.4988, loss: 3.4988 2020-07-01 20:38:01,058 - mmaction - INFO - Epoch [20][800/940] lr: 2.320e-01, eta: 1 day, 3:42:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.3097, loss: 3.3097 2020-07-01 20:38:09,940 - mmaction - INFO - Epoch [20][820/940] lr: 2.323e-01, eta: 1 day, 3:41:59, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.5066, loss: 3.5066 2020-07-01 20:38:18,765 - mmaction - INFO - Epoch [20][840/940] lr: 2.325e-01, eta: 1 day, 3:41:48, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3768, loss: 3.3768 2020-07-01 20:38:27,664 - mmaction - INFO - Epoch [20][860/940] lr: 2.327e-01, eta: 1 day, 3:41:38, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.3759, loss: 3.3759 2020-07-01 20:38:36,519 - mmaction - INFO - Epoch [20][880/940] lr: 2.330e-01, eta: 1 day, 3:41:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.4261, loss: 3.4261 2020-07-01 20:38:45,408 - mmaction - INFO - Epoch [20][900/940] lr: 2.332e-01, eta: 1 day, 3:41:18, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.3848, loss: 3.3848 2020-07-01 20:38:54,264 - mmaction - INFO - Epoch [20][920/940] lr: 2.335e-01, eta: 1 day, 3:41:07, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.3301, loss: 3.3301 2020-07-01 20:39:02,664 - mmaction - INFO - Epoch [20][940/940] lr: 2.337e-01, eta: 1 day, 3:40:51, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5357, loss_cls: 3.1953, loss: 3.1953 2020-07-01 20:39:02,976 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-01 20:39:19,816 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 20:39:20,687 - mmaction - INFO - top1_acc 0.2948 top5_acc 0.5623 2020-07-01 20:39:20,687 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 20:39:20,745 - mmaction - INFO - mean_acc 0.2945 2020-07-01 20:39:20,754 - mmaction - INFO - Epoch [20][940/940] lr: 2.337e-01, top1_acc: 0.2948, top5_acc: 0.5623, mean_class_accuracy: 0.2945 2020-07-01 20:39:33,161 - mmaction - INFO - Epoch [21][20/940] lr: 2.336e-01, eta: 1 day, 3:41:22, time: 0.619, data_time: 0.179, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4367, loss: 3.4367 2020-07-01 20:39:41,983 - mmaction - INFO - Epoch [21][40/940] lr: 2.339e-01, eta: 1 day, 3:41:11, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.5285, loss: 3.5285 2020-07-01 20:39:50,988 - mmaction - INFO - Epoch [21][60/940] lr: 2.341e-01, eta: 1 day, 3:41:03, time: 0.450, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4078, loss: 3.4078 2020-07-01 20:39:59,816 - mmaction - INFO - Epoch [21][80/940] lr: 2.344e-01, eta: 1 day, 3:40:52, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4906, loss_cls: 3.4457, loss: 3.4457 2020-07-01 20:40:08,714 - mmaction - INFO - Epoch [21][100/940] lr: 2.346e-01, eta: 1 day, 3:40:42, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4235, loss: 3.4235 2020-07-01 20:40:17,593 - mmaction - INFO - Epoch [21][120/940] lr: 2.348e-01, eta: 1 day, 3:40:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.5418, loss: 3.5418 2020-07-01 20:40:26,424 - mmaction - INFO - Epoch [21][140/940] lr: 2.351e-01, eta: 1 day, 3:40:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2312, loss: 3.2312 2020-07-01 20:40:35,332 - mmaction - INFO - Epoch [21][160/940] lr: 2.353e-01, eta: 1 day, 3:40:11, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4810, loss: 3.4810 2020-07-01 20:40:44,208 - mmaction - INFO - Epoch [21][180/940] lr: 2.356e-01, eta: 1 day, 3:40:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.4334, loss: 3.4334 2020-07-01 20:40:53,031 - mmaction - INFO - Epoch [21][200/940] lr: 2.358e-01, eta: 1 day, 3:39:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.4195, loss: 3.4195 2020-07-01 20:41:01,894 - mmaction - INFO - Epoch [21][220/940] lr: 2.361e-01, eta: 1 day, 3:39:39, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4210, loss: 3.4210 2020-07-01 20:41:10,781 - mmaction - INFO - Epoch [21][240/940] lr: 2.363e-01, eta: 1 day, 3:39:29, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4844, loss_cls: 3.5038, loss: 3.5038 2020-07-01 20:41:19,665 - mmaction - INFO - Epoch [21][260/940] lr: 2.366e-01, eta: 1 day, 3:39:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.5219, loss_cls: 3.4573, loss: 3.4573 2020-07-01 20:41:28,580 - mmaction - INFO - Epoch [21][280/940] lr: 2.368e-01, eta: 1 day, 3:39:09, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.4793, loss: 3.4793 2020-07-01 20:41:37,399 - mmaction - INFO - Epoch [21][300/940] lr: 2.370e-01, eta: 1 day, 3:38:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.2513, loss: 3.2513 2020-07-01 20:41:46,311 - mmaction - INFO - Epoch [21][320/940] lr: 2.373e-01, eta: 1 day, 3:38:48, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4177, loss: 3.4177 2020-07-01 20:41:55,174 - mmaction - INFO - Epoch [21][340/940] lr: 2.375e-01, eta: 1 day, 3:38:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2989, loss: 3.2989 2020-07-01 20:42:04,036 - mmaction - INFO - Epoch [21][360/940] lr: 2.378e-01, eta: 1 day, 3:38:27, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.3166, loss: 3.3166 2020-07-01 20:42:12,970 - mmaction - INFO - Epoch [21][380/940] lr: 2.380e-01, eta: 1 day, 3:38:18, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.2886, loss: 3.2886 2020-07-01 20:42:21,801 - mmaction - INFO - Epoch [21][400/940] lr: 2.383e-01, eta: 1 day, 3:38:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.4859, loss: 3.4859 2020-07-01 20:42:30,588 - mmaction - INFO - Epoch [21][420/940] lr: 2.385e-01, eta: 1 day, 3:37:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.4357, loss: 3.4357 2020-07-01 20:42:39,451 - mmaction - INFO - Epoch [21][440/940] lr: 2.387e-01, eta: 1 day, 3:37:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1088, loss: 3.1088 2020-07-01 20:42:48,285 - mmaction - INFO - Epoch [21][460/940] lr: 2.390e-01, eta: 1 day, 3:37:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5094, loss_cls: 3.3532, loss: 3.3532 2020-07-01 20:42:57,136 - mmaction - INFO - Epoch [21][480/940] lr: 2.392e-01, eta: 1 day, 3:37:24, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.4893, loss: 3.4893 2020-07-01 20:43:05,975 - mmaction - INFO - Epoch [21][500/940] lr: 2.395e-01, eta: 1 day, 3:37:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4717, loss: 3.4717 2020-07-01 20:43:14,823 - mmaction - INFO - Epoch [21][520/940] lr: 2.397e-01, eta: 1 day, 3:37:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4153, loss: 3.4153 2020-07-01 20:43:23,676 - mmaction - INFO - Epoch [21][540/940] lr: 2.400e-01, eta: 1 day, 3:36:52, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4606, loss: 3.4606 2020-07-01 20:43:32,491 - mmaction - INFO - Epoch [21][560/940] lr: 2.402e-01, eta: 1 day, 3:36:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4906, loss_cls: 3.4393, loss: 3.4393 2020-07-01 20:43:41,335 - mmaction - INFO - Epoch [21][580/940] lr: 2.405e-01, eta: 1 day, 3:36:31, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4661, loss: 3.4661 2020-07-01 20:43:50,162 - mmaction - INFO - Epoch [21][600/940] lr: 2.407e-01, eta: 1 day, 3:36:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.4126, loss: 3.4126 2020-07-01 20:43:59,074 - mmaction - INFO - Epoch [21][620/940] lr: 2.409e-01, eta: 1 day, 3:36:10, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.4623, loss: 3.4623 2020-07-01 20:44:07,958 - mmaction - INFO - Epoch [21][640/940] lr: 2.412e-01, eta: 1 day, 3:36:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.4449, loss: 3.4449 2020-07-01 20:44:16,811 - mmaction - INFO - Epoch [21][660/940] lr: 2.414e-01, eta: 1 day, 3:35:49, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.3793, loss: 3.3793 2020-07-01 20:44:25,772 - mmaction - INFO - Epoch [21][680/940] lr: 2.417e-01, eta: 1 day, 3:35:40, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.3683, loss: 3.3683 2020-07-01 20:44:34,620 - mmaction - INFO - Epoch [21][700/940] lr: 2.419e-01, eta: 1 day, 3:35:30, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3613, loss: 3.3613 2020-07-01 20:44:43,506 - mmaction - INFO - Epoch [21][720/940] lr: 2.422e-01, eta: 1 day, 3:35:20, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2938, loss: 3.2938 2020-07-01 20:44:52,320 - mmaction - INFO - Epoch [21][740/940] lr: 2.424e-01, eta: 1 day, 3:35:09, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5125, loss_cls: 3.5279, loss: 3.5279 2020-07-01 20:45:01,188 - mmaction - INFO - Epoch [21][760/940] lr: 2.427e-01, eta: 1 day, 3:34:59, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.4869, loss: 3.4869 2020-07-01 20:45:10,088 - mmaction - INFO - Epoch [21][780/940] lr: 2.429e-01, eta: 1 day, 3:34:49, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3505, loss: 3.3505 2020-07-01 20:45:18,926 - mmaction - INFO - Epoch [21][800/940] lr: 2.431e-01, eta: 1 day, 3:34:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6115, loss: 3.6115 2020-07-01 20:45:27,780 - mmaction - INFO - Epoch [21][820/940] lr: 2.434e-01, eta: 1 day, 3:34:28, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.5686, loss: 3.5686 2020-07-01 20:45:36,599 - mmaction - INFO - Epoch [21][840/940] lr: 2.436e-01, eta: 1 day, 3:34:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.5194, loss: 3.5194 2020-07-01 20:45:45,428 - mmaction - INFO - Epoch [21][860/940] lr: 2.439e-01, eta: 1 day, 3:34:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.2867, loss: 3.2867 2020-07-01 20:45:54,273 - mmaction - INFO - Epoch [21][880/940] lr: 2.441e-01, eta: 1 day, 3:33:55, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.4519, loss: 3.4519 2020-07-01 20:46:03,109 - mmaction - INFO - Epoch [21][900/940] lr: 2.444e-01, eta: 1 day, 3:33:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4781, loss_cls: 3.5860, loss: 3.5860 2020-07-01 20:46:12,036 - mmaction - INFO - Epoch [21][920/940] lr: 2.446e-01, eta: 1 day, 3:33:35, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.6013, loss: 3.6013 2020-07-01 20:46:20,474 - mmaction - INFO - Epoch [21][940/940] lr: 2.449e-01, eta: 1 day, 3:33:20, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.2240, top5_acc: 0.4513, loss_cls: 3.5628, loss: 3.5628 2020-07-01 20:46:34,360 - mmaction - INFO - Epoch [22][20/940] lr: 2.447e-01, eta: 1 day, 3:34:02, time: 0.676, data_time: 0.229, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.3171, loss: 3.3171 2020-07-01 20:46:43,215 - mmaction - INFO - Epoch [22][40/940] lr: 2.450e-01, eta: 1 day, 3:33:52, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.4185, loss: 3.4185 2020-07-01 20:46:52,087 - mmaction - INFO - Epoch [22][60/940] lr: 2.452e-01, eta: 1 day, 3:33:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5125, loss_cls: 3.4446, loss: 3.4446 2020-07-01 20:47:00,963 - mmaction - INFO - Epoch [22][80/940] lr: 2.454e-01, eta: 1 day, 3:33:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3538, loss: 3.3538 2020-07-01 20:47:09,825 - mmaction - INFO - Epoch [22][100/940] lr: 2.457e-01, eta: 1 day, 3:33:21, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.4426, loss: 3.4426 2020-07-01 20:47:18,703 - mmaction - INFO - Epoch [22][120/940] lr: 2.459e-01, eta: 1 day, 3:33:11, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3759, loss: 3.3759 2020-07-01 20:47:27,598 - mmaction - INFO - Epoch [22][140/940] lr: 2.462e-01, eta: 1 day, 3:33:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3541, loss: 3.3541 2020-07-01 20:47:36,541 - mmaction - INFO - Epoch [22][160/940] lr: 2.464e-01, eta: 1 day, 3:32:51, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1817, loss: 3.1817 2020-07-01 20:47:45,419 - mmaction - INFO - Epoch [22][180/940] lr: 2.467e-01, eta: 1 day, 3:32:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5625, loss_cls: 3.3041, loss: 3.3041 2020-07-01 20:47:54,281 - mmaction - INFO - Epoch [22][200/940] lr: 2.469e-01, eta: 1 day, 3:32:31, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.5637, loss: 3.5637 2020-07-01 20:48:03,190 - mmaction - INFO - Epoch [22][220/940] lr: 2.472e-01, eta: 1 day, 3:32:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5531, loss_cls: 3.3284, loss: 3.3284 2020-07-01 20:48:12,056 - mmaction - INFO - Epoch [22][240/940] lr: 2.474e-01, eta: 1 day, 3:32:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.2932, loss: 3.2932 2020-07-01 20:48:20,929 - mmaction - INFO - Epoch [22][260/940] lr: 2.476e-01, eta: 1 day, 3:32:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.5130, loss: 3.5130 2020-07-01 20:48:29,841 - mmaction - INFO - Epoch [22][280/940] lr: 2.479e-01, eta: 1 day, 3:31:51, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.3107, loss: 3.3107 2020-07-01 20:48:38,691 - mmaction - INFO - Epoch [22][300/940] lr: 2.481e-01, eta: 1 day, 3:31:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4938, loss_cls: 3.4487, loss: 3.4487 2020-07-01 20:48:47,557 - mmaction - INFO - Epoch [22][320/940] lr: 2.484e-01, eta: 1 day, 3:31:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.5663, loss: 3.5663 2020-07-01 20:48:56,441 - mmaction - INFO - Epoch [22][340/940] lr: 2.486e-01, eta: 1 day, 3:31:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.2568, loss: 3.2568 2020-07-01 20:49:05,281 - mmaction - INFO - Epoch [22][360/940] lr: 2.489e-01, eta: 1 day, 3:31:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.4680, loss: 3.4680 2020-07-01 20:49:14,150 - mmaction - INFO - Epoch [22][380/940] lr: 2.491e-01, eta: 1 day, 3:30:59, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.4906, loss_cls: 3.4309, loss: 3.4309 2020-07-01 20:49:23,041 - mmaction - INFO - Epoch [22][400/940] lr: 2.493e-01, eta: 1 day, 3:30:49, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4906, loss_cls: 3.4239, loss: 3.4239 2020-07-01 20:49:31,925 - mmaction - INFO - Epoch [22][420/940] lr: 2.496e-01, eta: 1 day, 3:30:39, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3472, loss: 3.3472 2020-07-01 20:49:40,767 - mmaction - INFO - Epoch [22][440/940] lr: 2.498e-01, eta: 1 day, 3:30:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4521, loss: 3.4521 2020-07-01 20:49:49,703 - mmaction - INFO - Epoch [22][460/940] lr: 2.501e-01, eta: 1 day, 3:30:19, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.4802, loss: 3.4802 2020-07-01 20:49:58,597 - mmaction - INFO - Epoch [22][480/940] lr: 2.503e-01, eta: 1 day, 3:30:09, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3870, loss: 3.3870 2020-07-01 20:50:07,566 - mmaction - INFO - Epoch [22][500/940] lr: 2.506e-01, eta: 1 day, 3:30:00, time: 0.448, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.3746, loss: 3.3746 2020-07-01 20:50:16,447 - mmaction - INFO - Epoch [22][520/940] lr: 2.508e-01, eta: 1 day, 3:29:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.2800, loss: 3.2800 2020-07-01 20:50:25,278 - mmaction - INFO - Epoch [22][540/940] lr: 2.511e-01, eta: 1 day, 3:29:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4844, loss_cls: 3.6681, loss: 3.6681 2020-07-01 20:50:34,127 - mmaction - INFO - Epoch [22][560/940] lr: 2.513e-01, eta: 1 day, 3:29:28, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.4398, loss: 3.4398 2020-07-01 20:50:42,976 - mmaction - INFO - Epoch [22][580/940] lr: 2.515e-01, eta: 1 day, 3:29:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.2525, loss: 3.2525 2020-07-01 20:50:51,819 - mmaction - INFO - Epoch [22][600/940] lr: 2.518e-01, eta: 1 day, 3:29:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4494, loss: 3.4494 2020-07-01 20:51:00,679 - mmaction - INFO - Epoch [22][620/940] lr: 2.520e-01, eta: 1 day, 3:28:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.3513, loss: 3.3513 2020-07-01 20:51:09,518 - mmaction - INFO - Epoch [22][640/940] lr: 2.523e-01, eta: 1 day, 3:28:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.2838, loss: 3.2838 2020-07-01 20:51:18,386 - mmaction - INFO - Epoch [22][660/940] lr: 2.525e-01, eta: 1 day, 3:28:36, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.5188, loss_cls: 3.3873, loss: 3.3873 2020-07-01 20:51:27,239 - mmaction - INFO - Epoch [22][680/940] lr: 2.528e-01, eta: 1 day, 3:28:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.2619, loss: 3.2619 2020-07-01 20:51:36,025 - mmaction - INFO - Epoch [22][700/940] lr: 2.530e-01, eta: 1 day, 3:28:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5125, loss_cls: 3.4539, loss: 3.4539 2020-07-01 20:51:44,851 - mmaction - INFO - Epoch [22][720/940] lr: 2.532e-01, eta: 1 day, 3:28:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.4411, loss: 3.4411 2020-07-01 20:51:53,702 - mmaction - INFO - Epoch [22][740/940] lr: 2.535e-01, eta: 1 day, 3:27:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2545, loss: 3.2545 2020-07-01 20:52:02,502 - mmaction - INFO - Epoch [22][760/940] lr: 2.537e-01, eta: 1 day, 3:27:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1698, loss: 3.1698 2020-07-01 20:52:11,363 - mmaction - INFO - Epoch [22][780/940] lr: 2.540e-01, eta: 1 day, 3:27:33, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3897, loss: 3.3897 2020-07-01 20:52:20,227 - mmaction - INFO - Epoch [22][800/940] lr: 2.542e-01, eta: 1 day, 3:27:22, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3896, loss: 3.3896 2020-07-01 20:52:29,091 - mmaction - INFO - Epoch [22][820/940] lr: 2.545e-01, eta: 1 day, 3:27:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.3990, loss: 3.3990 2020-07-01 20:52:37,997 - mmaction - INFO - Epoch [22][840/940] lr: 2.547e-01, eta: 1 day, 3:27:02, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.4875, loss_cls: 3.3763, loss: 3.3763 2020-07-01 20:52:46,807 - mmaction - INFO - Epoch [22][860/940] lr: 2.550e-01, eta: 1 day, 3:26:52, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3731, loss: 3.3731 2020-07-01 20:52:55,655 - mmaction - INFO - Epoch [22][880/940] lr: 2.552e-01, eta: 1 day, 3:26:41, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5062, loss_cls: 3.3640, loss: 3.3640 2020-07-01 20:53:04,553 - mmaction - INFO - Epoch [22][900/940] lr: 2.554e-01, eta: 1 day, 3:26:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4750, loss_cls: 3.5853, loss: 3.5853 2020-07-01 20:53:13,395 - mmaction - INFO - Epoch [22][920/940] lr: 2.557e-01, eta: 1 day, 3:26:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2534, loss: 3.2534 2020-07-01 20:53:21,824 - mmaction - INFO - Epoch [22][940/940] lr: 2.559e-01, eta: 1 day, 3:26:06, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2792, top5_acc: 0.4870, loss_cls: 3.5393, loss: 3.5393 2020-07-01 20:53:35,163 - mmaction - INFO - Epoch [23][20/940] lr: 2.558e-01, eta: 1 day, 3:26:40, time: 0.649, data_time: 0.196, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.5578, loss: 3.5578 2020-07-01 20:53:44,052 - mmaction - INFO - Epoch [23][40/940] lr: 2.560e-01, eta: 1 day, 3:26:30, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.1674, loss: 3.1674 2020-07-01 20:53:52,854 - mmaction - INFO - Epoch [23][60/940] lr: 2.562e-01, eta: 1 day, 3:26:19, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.4556, loss: 3.4556 2020-07-01 20:54:01,759 - mmaction - INFO - Epoch [23][80/940] lr: 2.565e-01, eta: 1 day, 3:26:09, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4431, loss: 3.4431 2020-07-01 20:54:10,589 - mmaction - INFO - Epoch [23][100/940] lr: 2.567e-01, eta: 1 day, 3:25:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3601, loss: 3.3601 2020-07-01 20:54:19,430 - mmaction - INFO - Epoch [23][120/940] lr: 2.570e-01, eta: 1 day, 3:25:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.5437, loss: 3.5437 2020-07-01 20:54:28,307 - mmaction - INFO - Epoch [23][140/940] lr: 2.572e-01, eta: 1 day, 3:25:38, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.3719, loss: 3.3719 2020-07-01 20:54:37,349 - mmaction - INFO - Epoch [23][160/940] lr: 2.575e-01, eta: 1 day, 3:25:29, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.2762, loss: 3.2762 2020-07-01 20:54:46,251 - mmaction - INFO - Epoch [23][180/940] lr: 2.577e-01, eta: 1 day, 3:25:20, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1976, loss: 3.1976 2020-07-01 20:54:55,154 - mmaction - INFO - Epoch [23][200/940] lr: 2.579e-01, eta: 1 day, 3:25:10, time: 0.444, data_time: 0.006, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3964, loss: 3.3964 2020-07-01 20:55:04,036 - mmaction - INFO - Epoch [23][220/940] lr: 2.582e-01, eta: 1 day, 3:25:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.5621, loss: 3.5621 2020-07-01 20:55:12,856 - mmaction - INFO - Epoch [23][240/940] lr: 2.584e-01, eta: 1 day, 3:24:49, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.3925, loss: 3.3925 2020-07-01 20:55:21,807 - mmaction - INFO - Epoch [23][260/940] lr: 2.587e-01, eta: 1 day, 3:24:40, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3565, loss: 3.3565 2020-07-01 20:55:30,687 - mmaction - INFO - Epoch [23][280/940] lr: 2.589e-01, eta: 1 day, 3:24:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.2993, loss: 3.2993 2020-07-01 20:55:39,598 - mmaction - INFO - Epoch [23][300/940] lr: 2.592e-01, eta: 1 day, 3:24:20, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.3078, loss: 3.3078 2020-07-01 20:55:48,441 - mmaction - INFO - Epoch [23][320/940] lr: 2.594e-01, eta: 1 day, 3:24:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.4938, loss_cls: 3.4686, loss: 3.4686 2020-07-01 20:55:57,353 - mmaction - INFO - Epoch [23][340/940] lr: 2.596e-01, eta: 1 day, 3:24:00, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.3748, loss: 3.3748 2020-07-01 20:56:06,217 - mmaction - INFO - Epoch [23][360/940] lr: 2.599e-01, eta: 1 day, 3:23:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5094, loss_cls: 3.4350, loss: 3.4350 2020-07-01 20:56:15,069 - mmaction - INFO - Epoch [23][380/940] lr: 2.601e-01, eta: 1 day, 3:23:39, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3866, loss: 3.3866 2020-07-01 20:56:23,980 - mmaction - INFO - Epoch [23][400/940] lr: 2.604e-01, eta: 1 day, 3:23:29, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4531, loss_cls: 3.5924, loss: 3.5924 2020-07-01 20:56:32,841 - mmaction - INFO - Epoch [23][420/940] lr: 2.606e-01, eta: 1 day, 3:23:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5281, loss_cls: 3.3933, loss: 3.3933 2020-07-01 20:56:41,705 - mmaction - INFO - Epoch [23][440/940] lr: 2.609e-01, eta: 1 day, 3:23:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.3248, loss: 3.3248 2020-07-01 20:56:50,492 - mmaction - INFO - Epoch [23][460/940] lr: 2.611e-01, eta: 1 day, 3:22:58, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4317, loss: 3.4317 2020-07-01 20:56:59,316 - mmaction - INFO - Epoch [23][480/940] lr: 2.613e-01, eta: 1 day, 3:22:47, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4763, loss: 3.4763 2020-07-01 20:57:08,150 - mmaction - INFO - Epoch [23][500/940] lr: 2.616e-01, eta: 1 day, 3:22:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.4182, loss: 3.4182 2020-07-01 20:57:17,089 - mmaction - INFO - Epoch [23][520/940] lr: 2.618e-01, eta: 1 day, 3:22:27, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.6589, loss: 3.6589 2020-07-01 20:57:26,064 - mmaction - INFO - Epoch [23][540/940] lr: 2.621e-01, eta: 1 day, 3:22:18, time: 0.449, data_time: 0.010, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4375, loss_cls: 3.6723, loss: 3.6723 2020-07-01 20:57:34,944 - mmaction - INFO - Epoch [23][560/940] lr: 2.623e-01, eta: 1 day, 3:22:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.2891, loss: 3.2891 2020-07-01 20:57:43,733 - mmaction - INFO - Epoch [23][580/940] lr: 2.626e-01, eta: 1 day, 3:21:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2094, top5_acc: 0.4688, loss_cls: 3.6316, loss: 3.6316 2020-07-01 20:57:52,648 - mmaction - INFO - Epoch [23][600/940] lr: 2.628e-01, eta: 1 day, 3:21:48, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5094, loss_cls: 3.3106, loss: 3.3106 2020-07-01 20:58:01,476 - mmaction - INFO - Epoch [23][620/940] lr: 2.631e-01, eta: 1 day, 3:21:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.2803, loss: 3.2803 2020-07-01 20:58:10,277 - mmaction - INFO - Epoch [23][640/940] lr: 2.633e-01, eta: 1 day, 3:21:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.3781, loss: 3.3781 2020-07-01 20:58:19,072 - mmaction - INFO - Epoch [23][660/940] lr: 2.635e-01, eta: 1 day, 3:21:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3469, loss: 3.3469 2020-07-01 20:58:27,913 - mmaction - INFO - Epoch [23][680/940] lr: 2.638e-01, eta: 1 day, 3:21:05, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4599, loss: 3.4599 2020-07-01 20:58:36,741 - mmaction - INFO - Epoch [23][700/940] lr: 2.640e-01, eta: 1 day, 3:20:54, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3928, loss: 3.3928 2020-07-01 20:58:45,552 - mmaction - INFO - Epoch [23][720/940] lr: 2.643e-01, eta: 1 day, 3:20:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5094, loss_cls: 3.3179, loss: 3.3179 2020-07-01 20:58:54,430 - mmaction - INFO - Epoch [23][740/940] lr: 2.645e-01, eta: 1 day, 3:20:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.3115, loss: 3.3115 2020-07-01 20:59:03,266 - mmaction - INFO - Epoch [23][760/940] lr: 2.648e-01, eta: 1 day, 3:20:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.5387, loss: 3.5387 2020-07-01 20:59:12,113 - mmaction - INFO - Epoch [23][780/940] lr: 2.650e-01, eta: 1 day, 3:20:13, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5594, loss_cls: 3.4007, loss: 3.4007 2020-07-01 20:59:20,972 - mmaction - INFO - Epoch [23][800/940] lr: 2.652e-01, eta: 1 day, 3:20:03, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.6110, loss: 3.6110 2020-07-01 20:59:29,812 - mmaction - INFO - Epoch [23][820/940] lr: 2.655e-01, eta: 1 day, 3:19:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.4013, loss: 3.4013 2020-07-01 20:59:38,579 - mmaction - INFO - Epoch [23][840/940] lr: 2.657e-01, eta: 1 day, 3:19:41, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4497, loss: 3.4497 2020-07-01 20:59:47,360 - mmaction - INFO - Epoch [23][860/940] lr: 2.660e-01, eta: 1 day, 3:19:30, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3298, loss: 3.3298 2020-07-01 20:59:56,199 - mmaction - INFO - Epoch [23][880/940] lr: 2.662e-01, eta: 1 day, 3:19:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.3767, loss: 3.3767 2020-07-01 21:00:06,303 - mmaction - INFO - Epoch [23][900/940] lr: 2.665e-01, eta: 1 day, 3:19:20, time: 0.496, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5312, loss_cls: 3.3961, loss: 3.3961 2020-07-01 21:00:15,137 - mmaction - INFO - Epoch [23][920/940] lr: 2.667e-01, eta: 1 day, 3:19:12, time: 0.451, data_time: 0.013, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.4247, loss: 3.4247 2020-07-01 21:00:23,601 - mmaction - INFO - Epoch [23][940/940] lr: 2.669e-01, eta: 1 day, 3:18:57, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.3117, top5_acc: 0.5357, loss_cls: 3.3293, loss: 3.3293 2020-07-01 21:00:38,265 - mmaction - INFO - Epoch [24][20/940] lr: 2.667e-01, eta: 1 day, 3:19:42, time: 0.716, data_time: 0.238, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5362, loss: 3.5362 2020-07-01 21:00:47,238 - mmaction - INFO - Epoch [24][40/940] lr: 2.670e-01, eta: 1 day, 3:19:33, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5500, loss_cls: 3.3730, loss: 3.3730 2020-07-01 21:00:56,098 - mmaction - INFO - Epoch [24][60/940] lr: 2.672e-01, eta: 1 day, 3:19:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.2042, loss: 3.2042 2020-07-01 21:01:04,926 - mmaction - INFO - Epoch [24][80/940] lr: 2.675e-01, eta: 1 day, 3:19:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5312, loss_cls: 3.4090, loss: 3.4090 2020-07-01 21:01:13,775 - mmaction - INFO - Epoch [24][100/940] lr: 2.677e-01, eta: 1 day, 3:19:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.5143, loss: 3.5143 2020-07-01 21:01:22,512 - mmaction - INFO - Epoch [24][120/940] lr: 2.679e-01, eta: 1 day, 3:18:51, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3371, loss: 3.3371 2020-07-01 21:01:31,422 - mmaction - INFO - Epoch [24][140/940] lr: 2.682e-01, eta: 1 day, 3:18:41, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4094, loss: 3.4094 2020-07-01 21:01:40,300 - mmaction - INFO - Epoch [24][160/940] lr: 2.684e-01, eta: 1 day, 3:18:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5250, loss_cls: 3.2866, loss: 3.2866 2020-07-01 21:01:49,138 - mmaction - INFO - Epoch [24][180/940] lr: 2.687e-01, eta: 1 day, 3:18:21, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2900, loss: 3.2900 2020-07-01 21:01:58,022 - mmaction - INFO - Epoch [24][200/940] lr: 2.689e-01, eta: 1 day, 3:18:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.3518, loss: 3.3518 2020-07-01 21:02:06,825 - mmaction - INFO - Epoch [24][220/940] lr: 2.692e-01, eta: 1 day, 3:18:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4969, loss_cls: 3.5491, loss: 3.5491 2020-07-01 21:02:15,628 - mmaction - INFO - Epoch [24][240/940] lr: 2.694e-01, eta: 1 day, 3:17:49, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.4093, loss: 3.4093 2020-07-01 21:02:24,495 - mmaction - INFO - Epoch [24][260/940] lr: 2.696e-01, eta: 1 day, 3:17:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.3390, loss: 3.3390 2020-07-01 21:02:33,344 - mmaction - INFO - Epoch [24][280/940] lr: 2.699e-01, eta: 1 day, 3:17:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.5335, loss: 3.5335 2020-07-01 21:02:42,170 - mmaction - INFO - Epoch [24][300/940] lr: 2.701e-01, eta: 1 day, 3:17:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2887, loss: 3.2887 2020-07-01 21:02:51,612 - mmaction - INFO - Epoch [24][320/940] lr: 2.704e-01, eta: 1 day, 3:17:13, time: 0.473, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.5306, loss: 3.5306 2020-07-01 21:03:00,493 - mmaction - INFO - Epoch [24][340/940] lr: 2.706e-01, eta: 1 day, 3:17:04, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5938, loss_cls: 3.1806, loss: 3.1806 2020-07-01 21:03:09,501 - mmaction - INFO - Epoch [24][360/940] lr: 2.709e-01, eta: 1 day, 3:16:53, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5062, loss_cls: 3.3315, loss: 3.3315 2020-07-01 21:03:18,360 - mmaction - INFO - Epoch [24][380/940] lr: 2.711e-01, eta: 1 day, 3:16:44, time: 0.449, data_time: 0.008, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.3983, loss: 3.3983 2020-07-01 21:03:27,220 - mmaction - INFO - Epoch [24][400/940] lr: 2.713e-01, eta: 1 day, 3:16:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.2089, loss: 3.2089 2020-07-01 21:03:36,057 - mmaction - INFO - Epoch [24][420/940] lr: 2.716e-01, eta: 1 day, 3:16:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2281, top5_acc: 0.5000, loss_cls: 3.4940, loss: 3.4940 2020-07-01 21:03:44,959 - mmaction - INFO - Epoch [24][440/940] lr: 2.718e-01, eta: 1 day, 3:16:14, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5188, loss_cls: 3.4691, loss: 3.4691 2020-07-01 21:03:53,770 - mmaction - INFO - Epoch [24][460/940] lr: 2.721e-01, eta: 1 day, 3:16:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.4150, loss: 3.4150 2020-07-01 21:04:02,685 - mmaction - INFO - Epoch [24][480/940] lr: 2.723e-01, eta: 1 day, 3:15:54, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.3144, loss: 3.3144 2020-07-01 21:04:11,530 - mmaction - INFO - Epoch [24][500/940] lr: 2.726e-01, eta: 1 day, 3:15:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.3765, loss: 3.3765 2020-07-01 21:04:20,385 - mmaction - INFO - Epoch [24][520/940] lr: 2.728e-01, eta: 1 day, 3:15:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2805, loss: 3.2805 2020-07-01 21:04:29,157 - mmaction - INFO - Epoch [24][540/940] lr: 2.730e-01, eta: 1 day, 3:15:22, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2313, top5_acc: 0.5000, loss_cls: 3.5106, loss: 3.5106 2020-07-01 21:04:37,923 - mmaction - INFO - Epoch [24][560/940] lr: 2.733e-01, eta: 1 day, 3:15:11, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4750, loss_cls: 3.5111, loss: 3.5111 2020-07-01 21:04:46,661 - mmaction - INFO - Epoch [24][580/940] lr: 2.735e-01, eta: 1 day, 3:14:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3651, loss: 3.3651 2020-07-01 21:04:55,491 - mmaction - INFO - Epoch [24][600/940] lr: 2.738e-01, eta: 1 day, 3:14:49, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.3189, loss: 3.3189 2020-07-01 21:05:04,317 - mmaction - INFO - Epoch [24][620/940] lr: 2.740e-01, eta: 1 day, 3:14:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4875, loss_cls: 3.5420, loss: 3.5420 2020-07-01 21:05:13,130 - mmaction - INFO - Epoch [24][640/940] lr: 2.743e-01, eta: 1 day, 3:14:28, time: 0.440, data_time: 0.005, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3502, loss: 3.3502 2020-07-01 21:05:21,946 - mmaction - INFO - Epoch [24][660/940] lr: 2.745e-01, eta: 1 day, 3:14:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5531, loss_cls: 3.3315, loss: 3.3315 2020-07-01 21:05:30,786 - mmaction - INFO - Epoch [24][680/940] lr: 2.747e-01, eta: 1 day, 3:14:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.3382, loss: 3.3382 2020-07-01 21:05:39,573 - mmaction - INFO - Epoch [24][700/940] lr: 2.750e-01, eta: 1 day, 3:13:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2651, loss: 3.2651 2020-07-01 21:05:48,330 - mmaction - INFO - Epoch [24][720/940] lr: 2.752e-01, eta: 1 day, 3:13:45, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.3256, loss: 3.3256 2020-07-01 21:05:57,159 - mmaction - INFO - Epoch [24][740/940] lr: 2.755e-01, eta: 1 day, 3:13:35, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2978, loss: 3.2978 2020-07-01 21:06:06,018 - mmaction - INFO - Epoch [24][760/940] lr: 2.757e-01, eta: 1 day, 3:13:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.4813, loss_cls: 3.5486, loss: 3.5486 2020-07-01 21:06:14,784 - mmaction - INFO - Epoch [24][780/940] lr: 2.760e-01, eta: 1 day, 3:13:13, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5000, loss_cls: 3.5472, loss: 3.5472 2020-07-01 21:06:23,617 - mmaction - INFO - Epoch [24][800/940] lr: 2.762e-01, eta: 1 day, 3:13:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2779, loss: 3.2779 2020-07-01 21:06:32,444 - mmaction - INFO - Epoch [24][820/940] lr: 2.765e-01, eta: 1 day, 3:12:52, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.3158, loss: 3.3158 2020-07-01 21:06:41,262 - mmaction - INFO - Epoch [24][840/940] lr: 2.767e-01, eta: 1 day, 3:12:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5125, loss_cls: 3.5703, loss: 3.5703 2020-07-01 21:06:50,137 - mmaction - INFO - Epoch [24][860/940] lr: 2.769e-01, eta: 1 day, 3:12:32, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5125, loss_cls: 3.4256, loss: 3.4256 2020-07-01 21:06:58,911 - mmaction - INFO - Epoch [24][880/940] lr: 2.772e-01, eta: 1 day, 3:12:21, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5219, loss_cls: 3.4445, loss: 3.4445 2020-07-01 21:07:07,733 - mmaction - INFO - Epoch [24][900/940] lr: 2.774e-01, eta: 1 day, 3:12:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5705, loss: 3.5705 2020-07-01 21:07:16,529 - mmaction - INFO - Epoch [24][920/940] lr: 2.777e-01, eta: 1 day, 3:12:00, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.4919, loss: 3.4919 2020-07-01 21:07:25,041 - mmaction - INFO - Epoch [24][940/940] lr: 2.779e-01, eta: 1 day, 3:11:46, time: 0.426, data_time: 0.008, memory: 6328, top1_acc: 0.3182, top5_acc: 0.5649, loss_cls: 3.2118, loss: 3.2118 2020-07-01 21:07:25,380 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-01 21:07:39,204 - mmaction - INFO - Epoch [25][20/940] lr: 2.777e-01, eta: 1 day, 3:12:11, time: 0.623, data_time: 0.175, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5090, loss: 3.5090 2020-07-01 21:07:48,076 - mmaction - INFO - Epoch [25][40/940] lr: 2.779e-01, eta: 1 day, 3:12:01, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.6039, loss: 3.6039 2020-07-01 21:07:56,924 - mmaction - INFO - Epoch [25][60/940] lr: 2.781e-01, eta: 1 day, 3:11:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5188, loss_cls: 3.3751, loss: 3.3751 2020-07-01 21:08:05,744 - mmaction - INFO - Epoch [25][80/940] lr: 2.784e-01, eta: 1 day, 3:11:40, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.3115, loss: 3.3115 2020-07-01 21:08:14,670 - mmaction - INFO - Epoch [25][100/940] lr: 2.786e-01, eta: 1 day, 3:11:30, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2113, loss: 3.2113 2020-07-01 21:08:23,548 - mmaction - INFO - Epoch [25][120/940] lr: 2.789e-01, eta: 1 day, 3:11:20, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.3308, loss: 3.3308 2020-07-01 21:08:32,335 - mmaction - INFO - Epoch [25][140/940] lr: 2.791e-01, eta: 1 day, 3:11:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5344, loss_cls: 3.3424, loss: 3.3424 2020-07-01 21:08:41,141 - mmaction - INFO - Epoch [25][160/940] lr: 2.794e-01, eta: 1 day, 3:10:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.2385, loss: 3.2385 2020-07-01 21:08:49,981 - mmaction - INFO - Epoch [25][180/940] lr: 2.796e-01, eta: 1 day, 3:10:49, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.3710, loss: 3.3710 2020-07-01 21:08:58,831 - mmaction - INFO - Epoch [25][200/940] lr: 2.798e-01, eta: 1 day, 3:10:38, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.5349, loss: 3.5349 2020-07-01 21:09:07,676 - mmaction - INFO - Epoch [25][220/940] lr: 2.801e-01, eta: 1 day, 3:10:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1246, loss: 3.1246 2020-07-01 21:09:16,425 - mmaction - INFO - Epoch [25][240/940] lr: 2.803e-01, eta: 1 day, 3:10:17, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.5229, loss: 3.5229 2020-07-01 21:09:25,177 - mmaction - INFO - Epoch [25][260/940] lr: 2.806e-01, eta: 1 day, 3:10:06, time: 0.438, data_time: 0.004, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3072, loss: 3.3072 2020-07-01 21:09:33,925 - mmaction - INFO - Epoch [25][280/940] lr: 2.808e-01, eta: 1 day, 3:09:54, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4813, loss_cls: 3.4773, loss: 3.4773 2020-07-01 21:09:42,705 - mmaction - INFO - Epoch [25][300/940] lr: 2.811e-01, eta: 1 day, 3:09:44, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.4969, loss_cls: 3.3695, loss: 3.3695 2020-07-01 21:09:51,464 - mmaction - INFO - Epoch [25][320/940] lr: 2.813e-01, eta: 1 day, 3:09:32, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.3716, loss: 3.3716 2020-07-01 21:10:00,318 - mmaction - INFO - Epoch [25][340/940] lr: 2.815e-01, eta: 1 day, 3:09:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3659, loss: 3.3659 2020-07-01 21:10:09,093 - mmaction - INFO - Epoch [25][360/940] lr: 2.818e-01, eta: 1 day, 3:09:11, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4076, loss: 3.4076 2020-07-01 21:10:17,851 - mmaction - INFO - Epoch [25][380/940] lr: 2.820e-01, eta: 1 day, 3:09:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3761, loss: 3.3761 2020-07-01 21:10:26,715 - mmaction - INFO - Epoch [25][400/940] lr: 2.823e-01, eta: 1 day, 3:08:50, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.5038, loss: 3.5038 2020-07-01 21:10:35,473 - mmaction - INFO - Epoch [25][420/940] lr: 2.825e-01, eta: 1 day, 3:08:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.2683, loss: 3.2683 2020-07-01 21:10:44,281 - mmaction - INFO - Epoch [25][440/940] lr: 2.827e-01, eta: 1 day, 3:08:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.2468, loss: 3.2468 2020-07-01 21:10:53,117 - mmaction - INFO - Epoch [25][460/940] lr: 2.830e-01, eta: 1 day, 3:08:18, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.3029, loss: 3.3029 2020-07-01 21:11:01,875 - mmaction - INFO - Epoch [25][480/940] lr: 2.832e-01, eta: 1 day, 3:08:07, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4656, loss_cls: 3.5871, loss: 3.5871 2020-07-01 21:11:10,705 - mmaction - INFO - Epoch [25][500/940] lr: 2.835e-01, eta: 1 day, 3:07:57, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.4938, loss_cls: 3.4774, loss: 3.4774 2020-07-01 21:11:19,465 - mmaction - INFO - Epoch [25][520/940] lr: 2.837e-01, eta: 1 day, 3:07:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.0837, loss: 3.0837 2020-07-01 21:11:28,213 - mmaction - INFO - Epoch [25][540/940] lr: 2.840e-01, eta: 1 day, 3:07:34, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3562, loss: 3.3562 2020-07-01 21:11:37,090 - mmaction - INFO - Epoch [25][560/940] lr: 2.842e-01, eta: 1 day, 3:07:24, time: 0.444, data_time: 0.008, memory: 6328, top1_acc: 0.2281, top5_acc: 0.5219, loss_cls: 3.3969, loss: 3.3969 2020-07-01 21:11:45,885 - mmaction - INFO - Epoch [25][580/940] lr: 2.844e-01, eta: 1 day, 3:07:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.5714, loss: 3.5714 2020-07-01 21:11:54,645 - mmaction - INFO - Epoch [25][600/940] lr: 2.847e-01, eta: 1 day, 3:07:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.3934, loss: 3.3934 2020-07-01 21:12:03,407 - mmaction - INFO - Epoch [25][620/940] lr: 2.849e-01, eta: 1 day, 3:06:52, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.4517, loss: 3.4517 2020-07-01 21:12:12,217 - mmaction - INFO - Epoch [25][640/940] lr: 2.852e-01, eta: 1 day, 3:06:41, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.5966, loss: 3.5966 2020-07-01 21:12:20,994 - mmaction - INFO - Epoch [25][660/940] lr: 2.854e-01, eta: 1 day, 3:06:30, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5531, loss_cls: 3.2975, loss: 3.2975 2020-07-01 21:12:29,818 - mmaction - INFO - Epoch [25][680/940] lr: 2.857e-01, eta: 1 day, 3:06:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.3913, loss: 3.3913 2020-07-01 21:12:38,723 - mmaction - INFO - Epoch [25][700/940] lr: 2.859e-01, eta: 1 day, 3:06:10, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5062, loss_cls: 3.3879, loss: 3.3879 2020-07-01 21:12:47,520 - mmaction - INFO - Epoch [25][720/940] lr: 2.861e-01, eta: 1 day, 3:06:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.2971, loss: 3.2971 2020-07-01 21:12:56,380 - mmaction - INFO - Epoch [25][740/940] lr: 2.864e-01, eta: 1 day, 3:05:50, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.5537, loss: 3.5537 2020-07-01 21:13:05,170 - mmaction - INFO - Epoch [25][760/940] lr: 2.866e-01, eta: 1 day, 3:05:39, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4719, loss_cls: 3.6501, loss: 3.6501 2020-07-01 21:13:13,934 - mmaction - INFO - Epoch [25][780/940] lr: 2.869e-01, eta: 1 day, 3:05:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5062, loss_cls: 3.4411, loss: 3.4411 2020-07-01 21:13:22,748 - mmaction - INFO - Epoch [25][800/940] lr: 2.871e-01, eta: 1 day, 3:05:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.4712, loss: 3.4712 2020-07-01 21:13:31,522 - mmaction - INFO - Epoch [25][820/940] lr: 2.874e-01, eta: 1 day, 3:05:07, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4419, loss: 3.4419 2020-07-01 21:13:40,269 - mmaction - INFO - Epoch [25][840/940] lr: 2.876e-01, eta: 1 day, 3:04:56, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1357, loss: 3.1357 2020-07-01 21:13:49,087 - mmaction - INFO - Epoch [25][860/940] lr: 2.878e-01, eta: 1 day, 3:04:45, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0220, loss: 3.0220 2020-07-01 21:13:57,942 - mmaction - INFO - Epoch [25][880/940] lr: 2.881e-01, eta: 1 day, 3:04:35, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2025, loss: 3.2025 2020-07-01 21:14:06,736 - mmaction - INFO - Epoch [25][900/940] lr: 2.883e-01, eta: 1 day, 3:04:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.5053, loss: 3.5053 2020-07-01 21:14:15,590 - mmaction - INFO - Epoch [25][920/940] lr: 2.886e-01, eta: 1 day, 3:04:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.5025, loss: 3.5025 2020-07-01 21:14:23,947 - mmaction - INFO - Epoch [25][940/940] lr: 2.888e-01, eta: 1 day, 3:04:00, time: 0.419, data_time: 0.002, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5162, loss_cls: 3.3582, loss: 3.3582 2020-07-01 21:14:39,897 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 21:14:40,769 - mmaction - INFO - top1_acc 0.3011 top5_acc 0.5721 2020-07-01 21:14:40,769 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 21:14:40,828 - mmaction - INFO - mean_acc 0.3010 2020-07-01 21:14:40,837 - mmaction - INFO - Epoch [25][940/940] lr: 2.888e-01, top1_acc: 0.3011, top5_acc: 0.5721, mean_class_accuracy: 0.3010 2020-07-01 21:14:53,234 - mmaction - INFO - Epoch [26][20/940] lr: 2.885e-01, eta: 1 day, 3:04:22, time: 0.619, data_time: 0.178, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4875, loss_cls: 3.4380, loss: 3.4380 2020-07-01 21:15:02,175 - mmaction - INFO - Epoch [26][40/940] lr: 2.888e-01, eta: 1 day, 3:04:13, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3385, loss: 3.3385 2020-07-01 21:15:11,031 - mmaction - INFO - Epoch [26][60/940] lr: 2.890e-01, eta: 1 day, 3:04:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.2080, loss: 3.2080 2020-07-01 21:15:19,849 - mmaction - INFO - Epoch [26][80/940] lr: 2.892e-01, eta: 1 day, 3:03:52, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.3258, loss: 3.3258 2020-07-01 21:15:28,767 - mmaction - INFO - Epoch [26][100/940] lr: 2.895e-01, eta: 1 day, 3:03:43, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.4643, loss: 3.4643 2020-07-01 21:15:37,622 - mmaction - INFO - Epoch [26][120/940] lr: 2.897e-01, eta: 1 day, 3:03:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0431, loss: 3.0431 2020-07-01 21:15:46,512 - mmaction - INFO - Epoch [26][140/940] lr: 2.900e-01, eta: 1 day, 3:03:23, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.3106, loss: 3.3106 2020-07-01 21:15:55,406 - mmaction - INFO - Epoch [26][160/940] lr: 2.902e-01, eta: 1 day, 3:03:13, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.6147, loss: 3.6147 2020-07-01 21:16:04,308 - mmaction - INFO - Epoch [26][180/940] lr: 2.905e-01, eta: 1 day, 3:03:03, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.3679, loss: 3.3679 2020-07-01 21:16:13,175 - mmaction - INFO - Epoch [26][200/940] lr: 2.907e-01, eta: 1 day, 3:02:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5062, loss_cls: 3.4589, loss: 3.4589 2020-07-01 21:16:22,012 - mmaction - INFO - Epoch [26][220/940] lr: 2.909e-01, eta: 1 day, 3:02:43, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.3661, loss: 3.3661 2020-07-01 21:16:30,854 - mmaction - INFO - Epoch [26][240/940] lr: 2.912e-01, eta: 1 day, 3:02:33, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.1072, loss: 3.1072 2020-07-01 21:16:39,750 - mmaction - INFO - Epoch [26][260/940] lr: 2.914e-01, eta: 1 day, 3:02:23, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.3143, loss: 3.3143 2020-07-01 21:16:48,682 - mmaction - INFO - Epoch [26][280/940] lr: 2.917e-01, eta: 1 day, 3:02:14, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3481, loss: 3.3481 2020-07-01 21:16:57,585 - mmaction - INFO - Epoch [26][300/940] lr: 2.919e-01, eta: 1 day, 3:02:04, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3212, loss: 3.3212 2020-07-01 21:17:06,432 - mmaction - INFO - Epoch [26][320/940] lr: 2.921e-01, eta: 1 day, 3:01:54, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.2313, loss: 3.2313 2020-07-01 21:17:15,196 - mmaction - INFO - Epoch [26][340/940] lr: 2.924e-01, eta: 1 day, 3:01:43, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4969, loss_cls: 3.5724, loss: 3.5724 2020-07-01 21:17:23,969 - mmaction - INFO - Epoch [26][360/940] lr: 2.926e-01, eta: 1 day, 3:01:32, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.3581, loss: 3.3581 2020-07-01 21:17:32,851 - mmaction - INFO - Epoch [26][380/940] lr: 2.929e-01, eta: 1 day, 3:01:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4285, loss: 3.4285 2020-07-01 21:17:41,680 - mmaction - INFO - Epoch [26][400/940] lr: 2.931e-01, eta: 1 day, 3:01:12, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.3987, loss: 3.3987 2020-07-01 21:17:50,508 - mmaction - INFO - Epoch [26][420/940] lr: 2.934e-01, eta: 1 day, 3:01:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.3664, loss: 3.3664 2020-07-01 21:17:59,345 - mmaction - INFO - Epoch [26][440/940] lr: 2.936e-01, eta: 1 day, 3:00:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.2842, loss: 3.2842 2020-07-01 21:18:08,298 - mmaction - INFO - Epoch [26][460/940] lr: 2.938e-01, eta: 1 day, 3:00:42, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3679, loss: 3.3679 2020-07-01 21:18:17,135 - mmaction - INFO - Epoch [26][480/940] lr: 2.941e-01, eta: 1 day, 3:00:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3292, loss: 3.3292 2020-07-01 21:18:25,921 - mmaction - INFO - Epoch [26][500/940] lr: 2.943e-01, eta: 1 day, 3:00:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.3731, loss: 3.3731 2020-07-01 21:18:34,788 - mmaction - INFO - Epoch [26][520/940] lr: 2.946e-01, eta: 1 day, 3:00:12, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1859, loss: 3.1859 2020-07-01 21:18:43,700 - mmaction - INFO - Epoch [26][540/940] lr: 2.948e-01, eta: 1 day, 3:00:02, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4465, loss: 3.4465 2020-07-01 21:18:52,554 - mmaction - INFO - Epoch [26][560/940] lr: 2.950e-01, eta: 1 day, 2:59:52, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4724, loss: 3.4724 2020-07-01 21:19:01,429 - mmaction - INFO - Epoch [26][580/940] lr: 2.953e-01, eta: 1 day, 2:59:42, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5625, loss_cls: 3.2276, loss: 3.2276 2020-07-01 21:19:10,265 - mmaction - INFO - Epoch [26][600/940] lr: 2.955e-01, eta: 1 day, 2:59:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4906, loss_cls: 3.4905, loss: 3.4905 2020-07-01 21:19:19,126 - mmaction - INFO - Epoch [26][620/940] lr: 2.958e-01, eta: 1 day, 2:59:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.3644, loss: 3.3644 2020-07-01 21:19:27,938 - mmaction - INFO - Epoch [26][640/940] lr: 2.960e-01, eta: 1 day, 2:59:11, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.4007, loss: 3.4007 2020-07-01 21:19:36,832 - mmaction - INFO - Epoch [26][660/940] lr: 2.963e-01, eta: 1 day, 2:59:02, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2843, loss: 3.2843 2020-07-01 21:19:45,690 - mmaction - INFO - Epoch [26][680/940] lr: 2.965e-01, eta: 1 day, 2:58:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3307, loss: 3.3307 2020-07-01 21:19:54,478 - mmaction - INFO - Epoch [26][700/940] lr: 2.967e-01, eta: 1 day, 2:58:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5156, loss_cls: 3.1893, loss: 3.1893 2020-07-01 21:20:03,330 - mmaction - INFO - Epoch [26][720/940] lr: 2.970e-01, eta: 1 day, 2:58:31, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2992, loss: 3.2992 2020-07-01 21:20:12,168 - mmaction - INFO - Epoch [26][740/940] lr: 2.972e-01, eta: 1 day, 2:58:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.4898, loss: 3.4898 2020-07-01 21:20:21,052 - mmaction - INFO - Epoch [26][760/940] lr: 2.975e-01, eta: 1 day, 2:58:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2125, top5_acc: 0.4688, loss_cls: 3.5887, loss: 3.5887 2020-07-01 21:20:29,927 - mmaction - INFO - Epoch [26][780/940] lr: 2.977e-01, eta: 1 day, 2:58:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2624, loss: 3.2624 2020-07-01 21:20:38,757 - mmaction - INFO - Epoch [26][800/940] lr: 2.980e-01, eta: 1 day, 2:57:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.4860, loss: 3.4860 2020-07-01 21:20:47,573 - mmaction - INFO - Epoch [26][820/940] lr: 2.982e-01, eta: 1 day, 2:57:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.5901, loss: 3.5901 2020-07-01 21:20:56,439 - mmaction - INFO - Epoch [26][840/940] lr: 2.984e-01, eta: 1 day, 2:57:30, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.4542, loss: 3.4542 2020-07-01 21:21:05,278 - mmaction - INFO - Epoch [26][860/940] lr: 2.987e-01, eta: 1 day, 2:57:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.3910, loss: 3.3910 2020-07-01 21:21:14,137 - mmaction - INFO - Epoch [26][880/940] lr: 2.989e-01, eta: 1 day, 2:57:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.2945, loss: 3.2945 2020-07-01 21:21:22,957 - mmaction - INFO - Epoch [26][900/940] lr: 2.992e-01, eta: 1 day, 2:57:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2840, loss: 3.2840 2020-07-01 21:21:31,815 - mmaction - INFO - Epoch [26][920/940] lr: 2.994e-01, eta: 1 day, 2:56:50, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5125, loss_cls: 3.4050, loss: 3.4050 2020-07-01 21:21:40,246 - mmaction - INFO - Epoch [26][940/940] lr: 2.996e-01, eta: 1 day, 2:56:36, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.2987, top5_acc: 0.5032, loss_cls: 3.4548, loss: 3.4548 2020-07-01 21:21:53,533 - mmaction - INFO - Epoch [27][20/940] lr: 2.993e-01, eta: 1 day, 2:57:03, time: 0.648, data_time: 0.187, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.4390, loss: 3.4390 2020-07-01 21:22:02,405 - mmaction - INFO - Epoch [27][40/940] lr: 2.996e-01, eta: 1 day, 2:56:53, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.4409, loss: 3.4409 2020-07-01 21:22:11,179 - mmaction - INFO - Epoch [27][60/940] lr: 2.998e-01, eta: 1 day, 2:56:42, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3852, loss: 3.3852 2020-07-01 21:22:20,046 - mmaction - INFO - Epoch [27][80/940] lr: 3.000e-01, eta: 1 day, 2:56:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5469, loss_cls: 3.2643, loss: 3.2643 2020-07-01 21:22:28,834 - mmaction - INFO - Epoch [27][100/940] lr: 3.003e-01, eta: 1 day, 2:56:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3352, loss: 3.3352 2020-07-01 21:22:37,686 - mmaction - INFO - Epoch [27][120/940] lr: 3.005e-01, eta: 1 day, 2:56:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4938, loss_cls: 3.5306, loss: 3.5306 2020-07-01 21:22:46,494 - mmaction - INFO - Epoch [27][140/940] lr: 3.008e-01, eta: 1 day, 2:56:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3200, loss: 3.3200 2020-07-01 21:22:55,295 - mmaction - INFO - Epoch [27][160/940] lr: 3.010e-01, eta: 1 day, 2:55:50, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.4171, loss: 3.4171 2020-07-01 21:23:04,139 - mmaction - INFO - Epoch [27][180/940] lr: 3.012e-01, eta: 1 day, 2:55:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.2831, loss: 3.2831 2020-07-01 21:23:13,179 - mmaction - INFO - Epoch [27][200/940] lr: 3.015e-01, eta: 1 day, 2:55:32, time: 0.451, data_time: 0.015, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.4301, loss: 3.4301 2020-07-01 21:23:22,028 - mmaction - INFO - Epoch [27][220/940] lr: 3.017e-01, eta: 1 day, 2:55:22, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5500, loss_cls: 3.2692, loss: 3.2692 2020-07-01 21:23:30,764 - mmaction - INFO - Epoch [27][240/940] lr: 3.020e-01, eta: 1 day, 2:55:11, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4728, loss: 3.4728 2020-07-01 21:23:39,606 - mmaction - INFO - Epoch [27][260/940] lr: 3.022e-01, eta: 1 day, 2:55:01, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4844, loss_cls: 3.4612, loss: 3.4612 2020-07-01 21:23:48,398 - mmaction - INFO - Epoch [27][280/940] lr: 3.025e-01, eta: 1 day, 2:54:50, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4531, loss_cls: 3.7761, loss: 3.7761 2020-07-01 21:23:57,227 - mmaction - INFO - Epoch [27][300/940] lr: 3.027e-01, eta: 1 day, 2:54:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.6296, loss: 3.6296 2020-07-01 21:24:06,035 - mmaction - INFO - Epoch [27][320/940] lr: 3.029e-01, eta: 1 day, 2:54:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4781, loss_cls: 3.5497, loss: 3.5497 2020-07-01 21:24:14,913 - mmaction - INFO - Epoch [27][340/940] lr: 3.032e-01, eta: 1 day, 2:54:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3812, loss: 3.3812 2020-07-01 21:24:23,763 - mmaction - INFO - Epoch [27][360/940] lr: 3.034e-01, eta: 1 day, 2:54:10, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.5189, loss: 3.5189 2020-07-01 21:24:32,637 - mmaction - INFO - Epoch [27][380/940] lr: 3.037e-01, eta: 1 day, 2:54:00, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.2898, loss: 3.2898 2020-07-01 21:24:41,510 - mmaction - INFO - Epoch [27][400/940] lr: 3.039e-01, eta: 1 day, 2:53:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5469, loss_cls: 3.3196, loss: 3.3196 2020-07-01 21:24:50,370 - mmaction - INFO - Epoch [27][420/940] lr: 3.041e-01, eta: 1 day, 2:53:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3286, loss: 3.3286 2020-07-01 21:24:59,243 - mmaction - INFO - Epoch [27][440/940] lr: 3.044e-01, eta: 1 day, 2:53:30, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5094, loss_cls: 3.4421, loss: 3.4421 2020-07-01 21:25:08,154 - mmaction - INFO - Epoch [27][460/940] lr: 3.046e-01, eta: 1 day, 2:53:20, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.4739, loss: 3.4739 2020-07-01 21:25:16,993 - mmaction - INFO - Epoch [27][480/940] lr: 3.049e-01, eta: 1 day, 2:53:10, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.4938, loss_cls: 3.4478, loss: 3.4478 2020-07-01 21:25:25,845 - mmaction - INFO - Epoch [27][500/940] lr: 3.051e-01, eta: 1 day, 2:53:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1765, loss: 3.1765 2020-07-01 21:25:34,592 - mmaction - INFO - Epoch [27][520/940] lr: 3.053e-01, eta: 1 day, 2:52:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.3912, loss: 3.3912 2020-07-01 21:25:43,379 - mmaction - INFO - Epoch [27][540/940] lr: 3.056e-01, eta: 1 day, 2:52:38, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.2467, loss: 3.2467 2020-07-01 21:25:52,135 - mmaction - INFO - Epoch [27][560/940] lr: 3.058e-01, eta: 1 day, 2:52:28, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.4110, loss: 3.4110 2020-07-01 21:26:01,206 - mmaction - INFO - Epoch [27][580/940] lr: 3.061e-01, eta: 1 day, 2:52:20, time: 0.453, data_time: 0.014, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.3174, loss: 3.3174 2020-07-01 21:26:10,067 - mmaction - INFO - Epoch [27][600/940] lr: 3.063e-01, eta: 1 day, 2:52:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5125, loss_cls: 3.4281, loss: 3.4281 2020-07-01 21:26:18,827 - mmaction - INFO - Epoch [27][620/940] lr: 3.066e-01, eta: 1 day, 2:51:59, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3248, loss: 3.3248 2020-07-01 21:26:27,652 - mmaction - INFO - Epoch [27][640/940] lr: 3.068e-01, eta: 1 day, 2:51:49, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.4574, loss: 3.4574 2020-07-01 21:26:36,500 - mmaction - INFO - Epoch [27][660/940] lr: 3.070e-01, eta: 1 day, 2:51:39, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.2598, loss: 3.2598 2020-07-01 21:26:45,292 - mmaction - INFO - Epoch [27][680/940] lr: 3.073e-01, eta: 1 day, 2:51:28, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.5001, loss: 3.5001 2020-07-01 21:26:54,106 - mmaction - INFO - Epoch [27][700/940] lr: 3.075e-01, eta: 1 day, 2:51:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5156, loss_cls: 3.4655, loss: 3.4655 2020-07-01 21:27:02,889 - mmaction - INFO - Epoch [27][720/940] lr: 3.078e-01, eta: 1 day, 2:51:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4045, loss: 3.4045 2020-07-01 21:27:11,593 - mmaction - INFO - Epoch [27][740/940] lr: 3.080e-01, eta: 1 day, 2:50:56, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5156, loss_cls: 3.3458, loss: 3.3458 2020-07-01 21:27:20,421 - mmaction - INFO - Epoch [27][760/940] lr: 3.082e-01, eta: 1 day, 2:50:46, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5469, loss_cls: 3.3745, loss: 3.3745 2020-07-01 21:27:29,207 - mmaction - INFO - Epoch [27][780/940] lr: 3.085e-01, eta: 1 day, 2:50:35, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.4021, loss: 3.4021 2020-07-01 21:27:37,993 - mmaction - INFO - Epoch [27][800/940] lr: 3.087e-01, eta: 1 day, 2:50:25, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.5385, loss: 3.5385 2020-07-01 21:27:46,804 - mmaction - INFO - Epoch [27][820/940] lr: 3.090e-01, eta: 1 day, 2:50:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.4563, loss: 3.4563 2020-07-01 21:27:55,683 - mmaction - INFO - Epoch [27][840/940] lr: 3.092e-01, eta: 1 day, 2:50:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5125, loss_cls: 3.4714, loss: 3.4714 2020-07-01 21:28:04,548 - mmaction - INFO - Epoch [27][860/940] lr: 3.095e-01, eta: 1 day, 2:49:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2138, loss: 3.2138 2020-07-01 21:28:13,368 - mmaction - INFO - Epoch [27][880/940] lr: 3.097e-01, eta: 1 day, 2:49:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3424, loss: 3.3424 2020-07-01 21:28:22,174 - mmaction - INFO - Epoch [27][900/940] lr: 3.099e-01, eta: 1 day, 2:49:34, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.3650, loss: 3.3650 2020-07-01 21:28:31,129 - mmaction - INFO - Epoch [27][920/940] lr: 3.102e-01, eta: 1 day, 2:49:25, time: 0.448, data_time: 0.013, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4948, loss: 3.4948 2020-07-01 21:28:39,494 - mmaction - INFO - Epoch [27][940/940] lr: 3.104e-01, eta: 1 day, 2:49:11, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.2597, top5_acc: 0.4903, loss_cls: 3.5735, loss: 3.5735 2020-07-01 21:28:52,976 - mmaction - INFO - Epoch [28][20/940] lr: 3.100e-01, eta: 1 day, 2:49:37, time: 0.657, data_time: 0.209, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2668, loss: 3.2668 2020-07-01 21:29:01,825 - mmaction - INFO - Epoch [28][40/940] lr: 3.103e-01, eta: 1 day, 2:49:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3192, loss: 3.3192 2020-07-01 21:29:10,634 - mmaction - INFO - Epoch [28][60/940] lr: 3.105e-01, eta: 1 day, 2:49:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.4057, loss: 3.4057 2020-07-01 21:29:19,548 - mmaction - INFO - Epoch [28][80/940] lr: 3.108e-01, eta: 1 day, 2:49:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.4764, loss: 3.4764 2020-07-01 21:29:28,384 - mmaction - INFO - Epoch [28][100/940] lr: 3.110e-01, eta: 1 day, 2:48:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5062, loss_cls: 3.2863, loss: 3.2863 2020-07-01 21:29:37,267 - mmaction - INFO - Epoch [28][120/940] lr: 3.112e-01, eta: 1 day, 2:48:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3260, loss: 3.3260 2020-07-01 21:29:46,087 - mmaction - INFO - Epoch [28][140/940] lr: 3.115e-01, eta: 1 day, 2:48:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5437, loss_cls: 3.2523, loss: 3.2523 2020-07-01 21:29:54,908 - mmaction - INFO - Epoch [28][160/940] lr: 3.117e-01, eta: 1 day, 2:48:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3041, loss: 3.3041 2020-07-01 21:30:03,760 - mmaction - INFO - Epoch [28][180/940] lr: 3.120e-01, eta: 1 day, 2:48:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.4290, loss: 3.4290 2020-07-01 21:30:13,218 - mmaction - INFO - Epoch [28][200/940] lr: 3.122e-01, eta: 1 day, 2:48:12, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5687, loss_cls: 3.1181, loss: 3.1181 2020-07-01 21:30:22,276 - mmaction - INFO - Epoch [28][220/940] lr: 3.124e-01, eta: 1 day, 2:48:04, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.4813, loss_cls: 3.3800, loss: 3.3800 2020-07-01 21:30:31,352 - mmaction - INFO - Epoch [28][240/940] lr: 3.127e-01, eta: 1 day, 2:47:55, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2667, loss: 3.2667 2020-07-01 21:30:40,671 - mmaction - INFO - Epoch [28][260/940] lr: 3.129e-01, eta: 1 day, 2:47:49, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.3561, loss: 3.3561 2020-07-01 21:30:49,489 - mmaction - INFO - Epoch [28][280/940] lr: 3.132e-01, eta: 1 day, 2:47:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.4717, loss: 3.4717 2020-07-01 21:30:58,326 - mmaction - INFO - Epoch [28][300/940] lr: 3.134e-01, eta: 1 day, 2:47:29, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.7272, loss: 3.7272 2020-07-01 21:31:07,120 - mmaction - INFO - Epoch [28][320/940] lr: 3.137e-01, eta: 1 day, 2:47:18, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5250, loss_cls: 3.2306, loss: 3.2306 2020-07-01 21:31:15,931 - mmaction - INFO - Epoch [28][340/940] lr: 3.139e-01, eta: 1 day, 2:47:08, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5473, loss: 3.5473 2020-07-01 21:31:25,168 - mmaction - INFO - Epoch [28][360/940] lr: 3.141e-01, eta: 1 day, 2:47:01, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.3520, loss: 3.3520 2020-07-01 21:31:33,944 - mmaction - INFO - Epoch [28][380/940] lr: 3.144e-01, eta: 1 day, 2:46:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.3796, loss: 3.3796 2020-07-01 21:31:42,961 - mmaction - INFO - Epoch [28][400/940] lr: 3.146e-01, eta: 1 day, 2:46:42, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.5061, loss: 3.5061 2020-07-01 21:31:51,799 - mmaction - INFO - Epoch [28][420/940] lr: 3.149e-01, eta: 1 day, 2:46:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2640, loss: 3.2640 2020-07-01 21:32:00,716 - mmaction - INFO - Epoch [28][440/940] lr: 3.151e-01, eta: 1 day, 2:46:22, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2300, loss: 3.2300 2020-07-01 21:32:09,609 - mmaction - INFO - Epoch [28][460/940] lr: 3.153e-01, eta: 1 day, 2:46:13, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4938, loss_cls: 3.4044, loss: 3.4044 2020-07-01 21:32:18,519 - mmaction - INFO - Epoch [28][480/940] lr: 3.156e-01, eta: 1 day, 2:46:03, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5531, loss_cls: 3.3053, loss: 3.3053 2020-07-01 21:32:27,392 - mmaction - INFO - Epoch [28][500/940] lr: 3.158e-01, eta: 1 day, 2:45:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4650, loss: 3.4650 2020-07-01 21:32:36,219 - mmaction - INFO - Epoch [28][520/940] lr: 3.161e-01, eta: 1 day, 2:45:43, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.4524, loss: 3.4524 2020-07-01 21:32:45,034 - mmaction - INFO - Epoch [28][540/940] lr: 3.163e-01, eta: 1 day, 2:45:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2954, loss: 3.2954 2020-07-01 21:32:53,853 - mmaction - INFO - Epoch [28][560/940] lr: 3.165e-01, eta: 1 day, 2:45:23, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.2410, loss: 3.2410 2020-07-01 21:33:02,639 - mmaction - INFO - Epoch [28][580/940] lr: 3.168e-01, eta: 1 day, 2:45:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3282, loss: 3.3282 2020-07-01 21:33:11,447 - mmaction - INFO - Epoch [28][600/940] lr: 3.170e-01, eta: 1 day, 2:45:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4039, loss: 3.4039 2020-07-01 21:33:20,250 - mmaction - INFO - Epoch [28][620/940] lr: 3.173e-01, eta: 1 day, 2:44:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.2519, loss: 3.2519 2020-07-01 21:33:29,092 - mmaction - INFO - Epoch [28][640/940] lr: 3.175e-01, eta: 1 day, 2:44:42, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5156, loss_cls: 3.4760, loss: 3.4760 2020-07-01 21:33:37,946 - mmaction - INFO - Epoch [28][660/940] lr: 3.178e-01, eta: 1 day, 2:44:32, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4381, loss: 3.4381 2020-07-01 21:33:46,723 - mmaction - INFO - Epoch [28][680/940] lr: 3.180e-01, eta: 1 day, 2:44:21, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5156, loss_cls: 3.5069, loss: 3.5069 2020-07-01 21:33:55,533 - mmaction - INFO - Epoch [28][700/940] lr: 3.182e-01, eta: 1 day, 2:44:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2331, loss: 3.2331 2020-07-01 21:34:04,314 - mmaction - INFO - Epoch [28][720/940] lr: 3.185e-01, eta: 1 day, 2:44:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2188, top5_acc: 0.5500, loss_cls: 3.4387, loss: 3.4387 2020-07-01 21:34:13,154 - mmaction - INFO - Epoch [28][740/940] lr: 3.187e-01, eta: 1 day, 2:43:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.4854, loss: 3.4854 2020-07-01 21:34:21,966 - mmaction - INFO - Epoch [28][760/940] lr: 3.190e-01, eta: 1 day, 2:43:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2595, loss: 3.2595 2020-07-01 21:34:30,740 - mmaction - INFO - Epoch [28][780/940] lr: 3.192e-01, eta: 1 day, 2:43:29, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1961, loss: 3.1961 2020-07-01 21:34:39,627 - mmaction - INFO - Epoch [28][800/940] lr: 3.194e-01, eta: 1 day, 2:43:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.2344, loss: 3.2344 2020-07-01 21:34:48,423 - mmaction - INFO - Epoch [28][820/940] lr: 3.197e-01, eta: 1 day, 2:43:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4844, loss_cls: 3.5300, loss: 3.5300 2020-07-01 21:34:57,305 - mmaction - INFO - Epoch [28][840/940] lr: 3.199e-01, eta: 1 day, 2:42:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1669, loss: 3.1669 2020-07-01 21:35:06,521 - mmaction - INFO - Epoch [28][860/940] lr: 3.202e-01, eta: 1 day, 2:42:53, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3568, loss: 3.3568 2020-07-01 21:35:15,340 - mmaction - INFO - Epoch [28][880/940] lr: 3.204e-01, eta: 1 day, 2:42:42, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.4969, loss_cls: 3.3985, loss: 3.3985 2020-07-01 21:35:24,187 - mmaction - INFO - Epoch [28][900/940] lr: 3.206e-01, eta: 1 day, 2:42:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.5516, loss: 3.5516 2020-07-01 21:35:32,982 - mmaction - INFO - Epoch [28][920/940] lr: 3.209e-01, eta: 1 day, 2:42:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3087, loss: 3.3087 2020-07-01 21:35:41,404 - mmaction - INFO - Epoch [28][940/940] lr: 3.211e-01, eta: 1 day, 2:42:08, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.2792, top5_acc: 0.5649, loss_cls: 3.2934, loss: 3.2934 2020-07-01 21:35:41,746 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-01 21:35:56,164 - mmaction - INFO - Epoch [29][20/940] lr: 3.207e-01, eta: 1 day, 2:42:26, time: 0.609, data_time: 0.170, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3410, loss: 3.3410 2020-07-01 21:36:04,983 - mmaction - INFO - Epoch [29][40/940] lr: 3.209e-01, eta: 1 day, 2:42:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2057, loss: 3.2057 2020-07-01 21:36:13,853 - mmaction - INFO - Epoch [29][60/940] lr: 3.212e-01, eta: 1 day, 2:42:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5339, loss: 3.5339 2020-07-01 21:36:22,736 - mmaction - INFO - Epoch [29][80/940] lr: 3.214e-01, eta: 1 day, 2:41:56, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.3429, loss: 3.3429 2020-07-01 21:36:31,569 - mmaction - INFO - Epoch [29][100/940] lr: 3.217e-01, eta: 1 day, 2:41:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5125, loss_cls: 3.4015, loss: 3.4015 2020-07-01 21:36:40,391 - mmaction - INFO - Epoch [29][120/940] lr: 3.219e-01, eta: 1 day, 2:41:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.1394, loss: 3.1394 2020-07-01 21:36:49,205 - mmaction - INFO - Epoch [29][140/940] lr: 3.221e-01, eta: 1 day, 2:41:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4456, loss: 3.4456 2020-07-01 21:36:58,114 - mmaction - INFO - Epoch [29][160/940] lr: 3.224e-01, eta: 1 day, 2:41:16, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2670, loss: 3.2670 2020-07-01 21:37:07,102 - mmaction - INFO - Epoch [29][180/940] lr: 3.226e-01, eta: 1 day, 2:41:07, time: 0.450, data_time: 0.010, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.3635, loss: 3.3635 2020-07-01 21:37:15,954 - mmaction - INFO - Epoch [29][200/940] lr: 3.229e-01, eta: 1 day, 2:40:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.4385, loss: 3.4385 2020-07-01 21:37:24,764 - mmaction - INFO - Epoch [29][220/940] lr: 3.231e-01, eta: 1 day, 2:40:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.2940, loss: 3.2940 2020-07-01 21:37:33,631 - mmaction - INFO - Epoch [29][240/940] lr: 3.233e-01, eta: 1 day, 2:40:37, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.4185, loss: 3.4185 2020-07-01 21:37:42,473 - mmaction - INFO - Epoch [29][260/940] lr: 3.236e-01, eta: 1 day, 2:40:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.5529, loss: 3.5529 2020-07-01 21:37:51,339 - mmaction - INFO - Epoch [29][280/940] lr: 3.238e-01, eta: 1 day, 2:40:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.4479, loss: 3.4479 2020-07-01 21:38:00,187 - mmaction - INFO - Epoch [29][300/940] lr: 3.241e-01, eta: 1 day, 2:40:07, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.4588, loss: 3.4588 2020-07-01 21:38:09,672 - mmaction - INFO - Epoch [29][320/940] lr: 3.243e-01, eta: 1 day, 2:40:02, time: 0.475, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.4386, loss: 3.4386 2020-07-01 21:38:18,551 - mmaction - INFO - Epoch [29][340/940] lr: 3.245e-01, eta: 1 day, 2:39:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1199, loss: 3.1199 2020-07-01 21:38:27,427 - mmaction - INFO - Epoch [29][360/940] lr: 3.248e-01, eta: 1 day, 2:39:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3526, loss: 3.3526 2020-07-01 21:38:36,298 - mmaction - INFO - Epoch [29][380/940] lr: 3.250e-01, eta: 1 day, 2:39:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1850, loss: 3.1850 2020-07-01 21:38:45,179 - mmaction - INFO - Epoch [29][400/940] lr: 3.253e-01, eta: 1 day, 2:39:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.4453, loss: 3.4453 2020-07-01 21:38:53,967 - mmaction - INFO - Epoch [29][420/940] lr: 3.255e-01, eta: 1 day, 2:39:13, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.2523, loss: 3.2523 2020-07-01 21:39:02,812 - mmaction - INFO - Epoch [29][440/940] lr: 3.257e-01, eta: 1 day, 2:39:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3699, loss: 3.3699 2020-07-01 21:39:11,697 - mmaction - INFO - Epoch [29][460/940] lr: 3.260e-01, eta: 1 day, 2:38:53, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3726, loss: 3.3726 2020-07-01 21:39:20,561 - mmaction - INFO - Epoch [29][480/940] lr: 3.262e-01, eta: 1 day, 2:38:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3054, loss: 3.3054 2020-07-01 21:39:29,402 - mmaction - INFO - Epoch [29][500/940] lr: 3.265e-01, eta: 1 day, 2:38:33, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5469, loss_cls: 3.4365, loss: 3.4365 2020-07-01 21:39:38,214 - mmaction - INFO - Epoch [29][520/940] lr: 3.267e-01, eta: 1 day, 2:38:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5406, loss_cls: 3.3148, loss: 3.3148 2020-07-01 21:39:47,030 - mmaction - INFO - Epoch [29][540/940] lr: 3.270e-01, eta: 1 day, 2:38:13, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5563, loss_cls: 3.3380, loss: 3.3380 2020-07-01 21:39:55,802 - mmaction - INFO - Epoch [29][560/940] lr: 3.272e-01, eta: 1 day, 2:38:02, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.3502, loss: 3.3502 2020-07-01 21:40:05,128 - mmaction - INFO - Epoch [29][580/940] lr: 3.274e-01, eta: 1 day, 2:37:56, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3611, loss: 3.3611 2020-07-01 21:40:13,961 - mmaction - INFO - Epoch [29][600/940] lr: 3.277e-01, eta: 1 day, 2:37:46, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.2845, loss: 3.2845 2020-07-01 21:40:22,727 - mmaction - INFO - Epoch [29][620/940] lr: 3.279e-01, eta: 1 day, 2:37:35, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2802, loss: 3.2802 2020-07-01 21:40:31,543 - mmaction - INFO - Epoch [29][640/940] lr: 3.282e-01, eta: 1 day, 2:37:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2296, loss: 3.2296 2020-07-01 21:40:40,346 - mmaction - INFO - Epoch [29][660/940] lr: 3.284e-01, eta: 1 day, 2:37:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4750, loss_cls: 3.4176, loss: 3.4176 2020-07-01 21:40:49,171 - mmaction - INFO - Epoch [29][680/940] lr: 3.286e-01, eta: 1 day, 2:37:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.4455, loss: 3.4455 2020-07-01 21:40:57,950 - mmaction - INFO - Epoch [29][700/940] lr: 3.289e-01, eta: 1 day, 2:36:54, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.3873, loss: 3.3873 2020-07-01 21:41:06,731 - mmaction - INFO - Epoch [29][720/940] lr: 3.291e-01, eta: 1 day, 2:36:44, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.4198, loss: 3.4198 2020-07-01 21:41:15,575 - mmaction - INFO - Epoch [29][740/940] lr: 3.294e-01, eta: 1 day, 2:36:34, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.2750, loss: 3.2750 2020-07-01 21:41:24,426 - mmaction - INFO - Epoch [29][760/940] lr: 3.296e-01, eta: 1 day, 2:36:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.2084, loss: 3.2084 2020-07-01 21:41:33,219 - mmaction - INFO - Epoch [29][780/940] lr: 3.298e-01, eta: 1 day, 2:36:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5062, loss_cls: 3.4748, loss: 3.4748 2020-07-01 21:41:42,078 - mmaction - INFO - Epoch [29][800/940] lr: 3.301e-01, eta: 1 day, 2:36:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5062, loss_cls: 3.4232, loss: 3.4232 2020-07-01 21:41:50,874 - mmaction - INFO - Epoch [29][820/940] lr: 3.303e-01, eta: 1 day, 2:35:53, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3240, loss: 3.3240 2020-07-01 21:41:59,680 - mmaction - INFO - Epoch [29][840/940] lr: 3.306e-01, eta: 1 day, 2:35:43, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.4179, loss: 3.4179 2020-07-01 21:42:08,545 - mmaction - INFO - Epoch [29][860/940] lr: 3.308e-01, eta: 1 day, 2:35:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3078, loss: 3.3078 2020-07-01 21:42:17,490 - mmaction - INFO - Epoch [29][880/940] lr: 3.310e-01, eta: 1 day, 2:35:24, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3532, loss: 3.3532 2020-07-01 21:42:26,369 - mmaction - INFO - Epoch [29][900/940] lr: 3.313e-01, eta: 1 day, 2:35:14, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4781, loss_cls: 3.4628, loss: 3.4628 2020-07-01 21:42:35,151 - mmaction - INFO - Epoch [29][920/940] lr: 3.315e-01, eta: 1 day, 2:35:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4541, loss: 3.4541 2020-07-01 21:42:43,653 - mmaction - INFO - Epoch [29][940/940] lr: 3.318e-01, eta: 1 day, 2:34:51, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.3052, top5_acc: 0.5552, loss_cls: 3.2744, loss: 3.2744 2020-07-01 21:42:58,339 - mmaction - INFO - Epoch [30][20/940] lr: 3.313e-01, eta: 1 day, 2:35:24, time: 0.718, data_time: 0.277, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4656, loss_cls: 3.7094, loss: 3.7094 2020-07-01 21:43:07,198 - mmaction - INFO - Epoch [30][40/940] lr: 3.315e-01, eta: 1 day, 2:35:15, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.4366, loss: 3.4366 2020-07-01 21:43:16,034 - mmaction - INFO - Epoch [30][60/940] lr: 3.318e-01, eta: 1 day, 2:35:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.3403, loss: 3.3403 2020-07-01 21:43:25,274 - mmaction - INFO - Epoch [30][80/940] lr: 3.320e-01, eta: 1 day, 2:34:58, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2570, loss: 3.2570 2020-07-01 21:43:34,120 - mmaction - INFO - Epoch [30][100/940] lr: 3.322e-01, eta: 1 day, 2:34:48, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1933, loss: 3.1933 2020-07-01 21:43:43,244 - mmaction - INFO - Epoch [30][120/940] lr: 3.325e-01, eta: 1 day, 2:34:40, time: 0.456, data_time: 0.009, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4619, loss: 3.4619 2020-07-01 21:43:52,081 - mmaction - INFO - Epoch [30][140/940] lr: 3.327e-01, eta: 1 day, 2:34:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2332, loss: 3.2332 2020-07-01 21:44:01,082 - mmaction - INFO - Epoch [30][160/940] lr: 3.330e-01, eta: 1 day, 2:34:21, time: 0.449, data_time: 0.010, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.2288, loss: 3.2288 2020-07-01 21:44:09,911 - mmaction - INFO - Epoch [30][180/940] lr: 3.332e-01, eta: 1 day, 2:34:11, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.5570, loss: 3.5570 2020-07-01 21:44:18,790 - mmaction - INFO - Epoch [30][200/940] lr: 3.334e-01, eta: 1 day, 2:34:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1321, loss: 3.1321 2020-07-01 21:44:27,646 - mmaction - INFO - Epoch [30][220/940] lr: 3.337e-01, eta: 1 day, 2:33:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2728, loss: 3.2728 2020-07-01 21:44:36,490 - mmaction - INFO - Epoch [30][240/940] lr: 3.339e-01, eta: 1 day, 2:33:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4417, loss: 3.4417 2020-07-01 21:44:45,346 - mmaction - INFO - Epoch [30][260/940] lr: 3.342e-01, eta: 1 day, 2:33:32, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.3043, loss: 3.3043 2020-07-01 21:44:54,179 - mmaction - INFO - Epoch [30][280/940] lr: 3.344e-01, eta: 1 day, 2:33:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.2136, loss: 3.2136 2020-07-01 21:45:02,991 - mmaction - INFO - Epoch [30][300/940] lr: 3.346e-01, eta: 1 day, 2:33:11, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 3.1221, loss: 3.1221 2020-07-01 21:45:11,846 - mmaction - INFO - Epoch [30][320/940] lr: 3.349e-01, eta: 1 day, 2:33:02, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4968, loss: 3.4968 2020-07-01 21:45:20,735 - mmaction - INFO - Epoch [30][340/940] lr: 3.351e-01, eta: 1 day, 2:32:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.3674, loss: 3.3674 2020-07-01 21:45:29,519 - mmaction - INFO - Epoch [30][360/940] lr: 3.354e-01, eta: 1 day, 2:32:41, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2516, loss: 3.2516 2020-07-01 21:45:38,388 - mmaction - INFO - Epoch [30][380/940] lr: 3.356e-01, eta: 1 day, 2:32:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.5202, loss: 3.5202 2020-07-01 21:45:47,243 - mmaction - INFO - Epoch [30][400/940] lr: 3.358e-01, eta: 1 day, 2:32:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.0645, loss: 3.0645 2020-07-01 21:45:56,043 - mmaction - INFO - Epoch [30][420/940] lr: 3.361e-01, eta: 1 day, 2:32:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.3686, loss: 3.3686 2020-07-01 21:46:04,799 - mmaction - INFO - Epoch [30][440/940] lr: 3.363e-01, eta: 1 day, 2:32:01, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3093, loss: 3.3093 2020-07-01 21:46:14,107 - mmaction - INFO - Epoch [30][460/940] lr: 3.366e-01, eta: 1 day, 2:31:54, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2229, loss: 3.2229 2020-07-01 21:46:23,027 - mmaction - INFO - Epoch [30][480/940] lr: 3.368e-01, eta: 1 day, 2:31:45, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2816, loss: 3.2816 2020-07-01 21:46:31,991 - mmaction - INFO - Epoch [30][500/940] lr: 3.370e-01, eta: 1 day, 2:31:36, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.5488, loss: 3.5488 2020-07-01 21:46:40,852 - mmaction - INFO - Epoch [30][520/940] lr: 3.373e-01, eta: 1 day, 2:31:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.4844, loss_cls: 3.4012, loss: 3.4012 2020-07-01 21:46:49,650 - mmaction - INFO - Epoch [30][540/940] lr: 3.375e-01, eta: 1 day, 2:31:16, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.4888, loss: 3.4888 2020-07-01 21:46:58,438 - mmaction - INFO - Epoch [30][560/940] lr: 3.378e-01, eta: 1 day, 2:31:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.5109, loss: 3.5109 2020-07-01 21:47:07,226 - mmaction - INFO - Epoch [30][580/940] lr: 3.380e-01, eta: 1 day, 2:30:55, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5406, loss_cls: 3.3396, loss: 3.3396 2020-07-01 21:47:16,100 - mmaction - INFO - Epoch [30][600/940] lr: 3.382e-01, eta: 1 day, 2:30:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3671, loss: 3.3671 2020-07-01 21:47:25,296 - mmaction - INFO - Epoch [30][620/940] lr: 3.385e-01, eta: 1 day, 2:30:38, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5062, loss_cls: 3.3447, loss: 3.3447 2020-07-01 21:47:34,115 - mmaction - INFO - Epoch [30][640/940] lr: 3.387e-01, eta: 1 day, 2:30:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.4997, loss: 3.4997 2020-07-01 21:47:43,037 - mmaction - INFO - Epoch [30][660/940] lr: 3.390e-01, eta: 1 day, 2:30:19, time: 0.447, data_time: 0.007, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1413, loss: 3.1413 2020-07-01 21:47:51,813 - mmaction - INFO - Epoch [30][680/940] lr: 3.392e-01, eta: 1 day, 2:30:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.5252, loss: 3.5252 2020-07-01 21:48:00,589 - mmaction - INFO - Epoch [30][700/940] lr: 3.394e-01, eta: 1 day, 2:29:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5219, loss_cls: 3.2724, loss: 3.2724 2020-07-01 21:48:09,399 - mmaction - INFO - Epoch [30][720/940] lr: 3.397e-01, eta: 1 day, 2:29:48, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.1629, loss: 3.1629 2020-07-01 21:48:18,272 - mmaction - INFO - Epoch [30][740/940] lr: 3.399e-01, eta: 1 day, 2:29:38, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.3965, loss: 3.3965 2020-07-01 21:48:27,068 - mmaction - INFO - Epoch [30][760/940] lr: 3.402e-01, eta: 1 day, 2:29:28, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4930, loss: 3.4930 2020-07-01 21:48:36,011 - mmaction - INFO - Epoch [30][780/940] lr: 3.404e-01, eta: 1 day, 2:29:19, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4685, loss: 3.4685 2020-07-01 21:48:44,803 - mmaction - INFO - Epoch [30][800/940] lr: 3.406e-01, eta: 1 day, 2:29:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.2306, loss: 3.2306 2020-07-01 21:48:53,629 - mmaction - INFO - Epoch [30][820/940] lr: 3.409e-01, eta: 1 day, 2:28:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.6121, loss: 3.6121 2020-07-01 21:49:02,371 - mmaction - INFO - Epoch [30][840/940] lr: 3.411e-01, eta: 1 day, 2:28:47, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3212, loss: 3.3212 2020-07-01 21:49:11,199 - mmaction - INFO - Epoch [30][860/940] lr: 3.414e-01, eta: 1 day, 2:28:37, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5156, loss_cls: 3.3984, loss: 3.3984 2020-07-01 21:49:20,008 - mmaction - INFO - Epoch [30][880/940] lr: 3.416e-01, eta: 1 day, 2:28:27, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.4436, loss: 3.4436 2020-07-01 21:49:28,809 - mmaction - INFO - Epoch [30][900/940] lr: 3.418e-01, eta: 1 day, 2:28:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.2890, loss: 3.2890 2020-07-01 21:49:37,610 - mmaction - INFO - Epoch [30][920/940] lr: 3.421e-01, eta: 1 day, 2:28:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.2658, loss: 3.2658 2020-07-01 21:49:46,030 - mmaction - INFO - Epoch [30][940/940] lr: 3.423e-01, eta: 1 day, 2:27:53, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.2695, top5_acc: 0.5292, loss_cls: 3.4320, loss: 3.4320 2020-07-01 21:50:04,474 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 21:50:05,343 - mmaction - INFO - top1_acc 0.2897 top5_acc 0.5561 2020-07-01 21:50:05,343 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 21:50:05,401 - mmaction - INFO - mean_acc 0.2895 2020-07-01 21:50:05,410 - mmaction - INFO - Epoch [30][940/940] lr: 3.423e-01, top1_acc: 0.2897, top5_acc: 0.5561, mean_class_accuracy: 0.2895 2020-07-01 21:50:18,069 - mmaction - INFO - Epoch [31][20/940] lr: 3.418e-01, eta: 1 day, 2:28:12, time: 0.632, data_time: 0.193, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.5549, loss: 3.5549 2020-07-01 21:50:26,917 - mmaction - INFO - Epoch [31][40/940] lr: 3.420e-01, eta: 1 day, 2:28:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2139, loss: 3.2139 2020-07-01 21:50:35,753 - mmaction - INFO - Epoch [31][60/940] lr: 3.423e-01, eta: 1 day, 2:27:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5344, loss_cls: 3.3453, loss: 3.3453 2020-07-01 21:50:44,524 - mmaction - INFO - Epoch [31][80/940] lr: 3.425e-01, eta: 1 day, 2:27:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.4151, loss: 3.4151 2020-07-01 21:50:53,411 - mmaction - INFO - Epoch [31][100/940] lr: 3.428e-01, eta: 1 day, 2:27:32, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.4198, loss: 3.4198 2020-07-01 21:51:02,273 - mmaction - INFO - Epoch [31][120/940] lr: 3.430e-01, eta: 1 day, 2:27:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.3044, loss: 3.3044 2020-07-01 21:51:11,066 - mmaction - INFO - Epoch [31][140/940] lr: 3.432e-01, eta: 1 day, 2:27:12, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.2279, loss: 3.2279 2020-07-01 21:51:19,920 - mmaction - INFO - Epoch [31][160/940] lr: 3.435e-01, eta: 1 day, 2:27:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.2091, loss: 3.2091 2020-07-01 21:51:29,135 - mmaction - INFO - Epoch [31][180/940] lr: 3.437e-01, eta: 1 day, 2:26:55, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1530, loss: 3.1530 2020-07-01 21:51:37,975 - mmaction - INFO - Epoch [31][200/940] lr: 3.440e-01, eta: 1 day, 2:26:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3250, loss: 3.3250 2020-07-01 21:51:46,939 - mmaction - INFO - Epoch [31][220/940] lr: 3.442e-01, eta: 1 day, 2:26:36, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5062, loss_cls: 3.5919, loss: 3.5919 2020-07-01 21:51:55,787 - mmaction - INFO - Epoch [31][240/940] lr: 3.444e-01, eta: 1 day, 2:26:26, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.5396, loss: 3.5396 2020-07-01 21:52:04,593 - mmaction - INFO - Epoch [31][260/940] lr: 3.447e-01, eta: 1 day, 2:26:16, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.5128, loss: 3.5128 2020-07-01 21:52:13,452 - mmaction - INFO - Epoch [31][280/940] lr: 3.449e-01, eta: 1 day, 2:26:06, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.4118, loss: 3.4118 2020-07-01 21:52:22,344 - mmaction - INFO - Epoch [31][300/940] lr: 3.452e-01, eta: 1 day, 2:25:57, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5844, loss_cls: 3.1675, loss: 3.1675 2020-07-01 21:52:31,154 - mmaction - INFO - Epoch [31][320/940] lr: 3.454e-01, eta: 1 day, 2:25:46, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.3917, loss: 3.3917 2020-07-01 21:52:39,971 - mmaction - INFO - Epoch [31][340/940] lr: 3.456e-01, eta: 1 day, 2:25:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2339, loss: 3.2339 2020-07-01 21:52:48,850 - mmaction - INFO - Epoch [31][360/940] lr: 3.459e-01, eta: 1 day, 2:25:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5563, loss_cls: 3.2982, loss: 3.2982 2020-07-01 21:52:58,172 - mmaction - INFO - Epoch [31][380/940] lr: 3.461e-01, eta: 1 day, 2:25:20, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.2005, loss: 3.2005 2020-07-01 21:53:07,490 - mmaction - INFO - Epoch [31][400/940] lr: 3.463e-01, eta: 1 day, 2:25:14, time: 0.465, data_time: 0.007, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3027, loss: 3.3027 2020-07-01 21:53:16,218 - mmaction - INFO - Epoch [31][420/940] lr: 3.466e-01, eta: 1 day, 2:25:03, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.3183, loss: 3.3183 2020-07-01 21:53:25,568 - mmaction - INFO - Epoch [31][440/940] lr: 3.468e-01, eta: 1 day, 2:24:57, time: 0.468, data_time: 0.005, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.4026, loss: 3.4026 2020-07-01 21:53:34,409 - mmaction - INFO - Epoch [31][460/940] lr: 3.471e-01, eta: 1 day, 2:24:47, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5437, loss_cls: 3.3693, loss: 3.3693 2020-07-01 21:53:43,261 - mmaction - INFO - Epoch [31][480/940] lr: 3.473e-01, eta: 1 day, 2:24:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2754, loss: 3.2754 2020-07-01 21:53:52,086 - mmaction - INFO - Epoch [31][500/940] lr: 3.475e-01, eta: 1 day, 2:24:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3017, loss: 3.3017 2020-07-01 21:54:00,910 - mmaction - INFO - Epoch [31][520/940] lr: 3.478e-01, eta: 1 day, 2:24:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.4052, loss: 3.4052 2020-07-01 21:54:09,723 - mmaction - INFO - Epoch [31][540/940] lr: 3.480e-01, eta: 1 day, 2:24:07, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.5049, loss: 3.5049 2020-07-01 21:54:18,973 - mmaction - INFO - Epoch [31][560/940] lr: 3.483e-01, eta: 1 day, 2:24:00, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1786, loss: 3.1786 2020-07-01 21:54:27,746 - mmaction - INFO - Epoch [31][580/940] lr: 3.485e-01, eta: 1 day, 2:23:49, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.3512, loss: 3.3512 2020-07-01 21:54:36,576 - mmaction - INFO - Epoch [31][600/940] lr: 3.487e-01, eta: 1 day, 2:23:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.5202, loss: 3.5202 2020-07-01 21:54:45,424 - mmaction - INFO - Epoch [31][620/940] lr: 3.490e-01, eta: 1 day, 2:23:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4022, loss: 3.4022 2020-07-01 21:54:54,195 - mmaction - INFO - Epoch [31][640/940] lr: 3.492e-01, eta: 1 day, 2:23:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2031, top5_acc: 0.4437, loss_cls: 3.7062, loss: 3.7062 2020-07-01 21:55:03,060 - mmaction - INFO - Epoch [31][660/940] lr: 3.495e-01, eta: 1 day, 2:23:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.6192, loss: 3.6192 2020-07-01 21:55:11,934 - mmaction - INFO - Epoch [31][680/940] lr: 3.497e-01, eta: 1 day, 2:23:00, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4261, loss: 3.4261 2020-07-01 21:55:20,745 - mmaction - INFO - Epoch [31][700/940] lr: 3.499e-01, eta: 1 day, 2:22:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.3798, loss: 3.3798 2020-07-01 21:55:29,642 - mmaction - INFO - Epoch [31][720/940] lr: 3.502e-01, eta: 1 day, 2:22:40, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.1878, loss: 3.1878 2020-07-01 21:55:38,418 - mmaction - INFO - Epoch [31][740/940] lr: 3.504e-01, eta: 1 day, 2:22:30, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.3828, loss: 3.3828 2020-07-01 21:55:47,738 - mmaction - INFO - Epoch [31][760/940] lr: 3.507e-01, eta: 1 day, 2:22:23, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.1867, loss: 3.1867 2020-07-01 21:55:56,581 - mmaction - INFO - Epoch [31][780/940] lr: 3.509e-01, eta: 1 day, 2:22:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.5587, loss: 3.5587 2020-07-01 21:56:05,370 - mmaction - INFO - Epoch [31][800/940] lr: 3.511e-01, eta: 1 day, 2:22:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5719, loss_cls: 3.2899, loss: 3.2899 2020-07-01 21:56:14,650 - mmaction - INFO - Epoch [31][820/940] lr: 3.514e-01, eta: 1 day, 2:21:56, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1146, loss: 3.1146 2020-07-01 21:56:23,554 - mmaction - INFO - Epoch [31][840/940] lr: 3.516e-01, eta: 1 day, 2:21:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.1751, loss: 3.1751 2020-07-01 21:56:32,392 - mmaction - INFO - Epoch [31][860/940] lr: 3.519e-01, eta: 1 day, 2:21:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5844, loss_cls: 3.1316, loss: 3.1316 2020-07-01 21:56:41,191 - mmaction - INFO - Epoch [31][880/940] lr: 3.521e-01, eta: 1 day, 2:21:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4269, loss: 3.4269 2020-07-01 21:56:49,960 - mmaction - INFO - Epoch [31][900/940] lr: 3.523e-01, eta: 1 day, 2:21:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.5271, loss: 3.5271 2020-07-01 21:56:58,793 - mmaction - INFO - Epoch [31][920/940] lr: 3.526e-01, eta: 1 day, 2:21:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4935, loss: 3.4935 2020-07-01 21:57:07,251 - mmaction - INFO - Epoch [31][940/940] lr: 3.528e-01, eta: 1 day, 2:20:54, time: 0.423, data_time: 0.000, memory: 6328, top1_acc: 0.3084, top5_acc: 0.5357, loss_cls: 3.2296, loss: 3.2296 2020-07-01 21:57:22,260 - mmaction - INFO - Epoch [32][20/940] lr: 3.522e-01, eta: 1 day, 2:21:26, time: 0.732, data_time: 0.283, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.5249, loss: 3.5249 2020-07-01 21:57:31,107 - mmaction - INFO - Epoch [32][40/940] lr: 3.525e-01, eta: 1 day, 2:21:16, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.2844, top5_acc: 0.4938, loss_cls: 3.4146, loss: 3.4146 2020-07-01 21:57:39,920 - mmaction - INFO - Epoch [32][60/940] lr: 3.527e-01, eta: 1 day, 2:21:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5719, loss_cls: 3.1461, loss: 3.1461 2020-07-01 21:57:48,825 - mmaction - INFO - Epoch [32][80/940] lr: 3.530e-01, eta: 1 day, 2:20:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1809, loss: 3.1809 2020-07-01 21:57:57,689 - mmaction - INFO - Epoch [32][100/940] lr: 3.532e-01, eta: 1 day, 2:20:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3500, loss: 3.3500 2020-07-01 21:58:06,585 - mmaction - INFO - Epoch [32][120/940] lr: 3.534e-01, eta: 1 day, 2:20:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5312, loss_cls: 3.1928, loss: 3.1928 2020-07-01 21:58:15,465 - mmaction - INFO - Epoch [32][140/940] lr: 3.537e-01, eta: 1 day, 2:20:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.3586, loss: 3.3586 2020-07-01 21:58:24,257 - mmaction - INFO - Epoch [32][160/940] lr: 3.539e-01, eta: 1 day, 2:20:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.5300, loss: 3.5300 2020-07-01 21:58:33,582 - mmaction - INFO - Epoch [32][180/940] lr: 3.541e-01, eta: 1 day, 2:20:11, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5000, loss_cls: 3.3944, loss: 3.3944 2020-07-01 21:58:42,481 - mmaction - INFO - Epoch [32][200/940] lr: 3.544e-01, eta: 1 day, 2:20:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4311, loss: 3.4311 2020-07-01 21:58:51,334 - mmaction - INFO - Epoch [32][220/940] lr: 3.546e-01, eta: 1 day, 2:19:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.4349, loss: 3.4349 2020-07-01 21:59:00,107 - mmaction - INFO - Epoch [32][240/940] lr: 3.549e-01, eta: 1 day, 2:19:41, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.3033, loss: 3.3033 2020-07-01 21:59:08,970 - mmaction - INFO - Epoch [32][260/940] lr: 3.551e-01, eta: 1 day, 2:19:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.2588, loss: 3.2588 2020-07-01 21:59:17,774 - mmaction - INFO - Epoch [32][280/940] lr: 3.553e-01, eta: 1 day, 2:19:21, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2607, loss: 3.2607 2020-07-01 21:59:26,643 - mmaction - INFO - Epoch [32][300/940] lr: 3.556e-01, eta: 1 day, 2:19:11, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3853, loss: 3.3853 2020-07-01 21:59:35,447 - mmaction - INFO - Epoch [32][320/940] lr: 3.558e-01, eta: 1 day, 2:19:01, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4804, loss: 3.4804 2020-07-01 21:59:44,398 - mmaction - INFO - Epoch [32][340/940] lr: 3.561e-01, eta: 1 day, 2:18:52, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4455, loss: 3.4455 2020-07-01 21:59:53,184 - mmaction - INFO - Epoch [32][360/940] lr: 3.563e-01, eta: 1 day, 2:18:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5250, loss_cls: 3.4275, loss: 3.4275 2020-07-01 22:00:02,108 - mmaction - INFO - Epoch [32][380/940] lr: 3.565e-01, eta: 1 day, 2:18:32, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.3698, loss: 3.3698 2020-07-01 22:00:17,493 - mmaction - INFO - Epoch [32][400/940] lr: 3.568e-01, eta: 1 day, 2:19:08, time: 0.765, data_time: 0.003, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4688, loss_cls: 3.5490, loss: 3.5490 2020-07-01 22:00:26,300 - mmaction - INFO - Epoch [32][420/940] lr: 3.570e-01, eta: 1 day, 2:18:59, time: 0.446, data_time: 0.009, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.2894, loss: 3.2894 2020-07-01 22:00:35,185 - mmaction - INFO - Epoch [32][440/940] lr: 3.573e-01, eta: 1 day, 2:18:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3256, loss: 3.3256 2020-07-01 22:00:44,441 - mmaction - INFO - Epoch [32][460/940] lr: 3.575e-01, eta: 1 day, 2:18:41, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.4514, loss: 3.4514 2020-07-01 22:00:53,300 - mmaction - INFO - Epoch [32][480/940] lr: 3.577e-01, eta: 1 day, 2:18:32, time: 0.455, data_time: 0.014, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.5089, loss: 3.5089 2020-07-01 22:01:02,117 - mmaction - INFO - Epoch [32][500/940] lr: 3.580e-01, eta: 1 day, 2:18:22, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.3624, loss: 3.3624 2020-07-01 22:01:10,903 - mmaction - INFO - Epoch [32][520/940] lr: 3.582e-01, eta: 1 day, 2:18:12, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.4873, loss: 3.4873 2020-07-01 22:01:19,710 - mmaction - INFO - Epoch [32][540/940] lr: 3.584e-01, eta: 1 day, 2:18:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3296, loss: 3.3296 2020-07-01 22:01:29,222 - mmaction - INFO - Epoch [32][560/940] lr: 3.587e-01, eta: 1 day, 2:17:57, time: 0.476, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5312, loss_cls: 3.4485, loss: 3.4485 2020-07-01 22:01:38,023 - mmaction - INFO - Epoch [32][580/940] lr: 3.589e-01, eta: 1 day, 2:17:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.3841, loss: 3.3841 2020-07-01 22:01:46,876 - mmaction - INFO - Epoch [32][600/940] lr: 3.592e-01, eta: 1 day, 2:17:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.3765, loss: 3.3765 2020-07-01 22:01:55,659 - mmaction - INFO - Epoch [32][620/940] lr: 3.594e-01, eta: 1 day, 2:17:26, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.3970, loss: 3.3970 2020-07-01 22:02:04,475 - mmaction - INFO - Epoch [32][640/940] lr: 3.596e-01, eta: 1 day, 2:17:16, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5594, loss_cls: 3.4834, loss: 3.4834 2020-07-01 22:02:13,256 - mmaction - INFO - Epoch [32][660/940] lr: 3.599e-01, eta: 1 day, 2:17:06, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3605, loss: 3.3605 2020-07-01 22:02:22,206 - mmaction - INFO - Epoch [32][680/940] lr: 3.601e-01, eta: 1 day, 2:16:57, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.4239, loss: 3.4239 2020-07-01 22:02:31,157 - mmaction - INFO - Epoch [32][700/940] lr: 3.604e-01, eta: 1 day, 2:16:48, time: 0.447, data_time: 0.007, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.2587, loss: 3.2587 2020-07-01 22:02:40,026 - mmaction - INFO - Epoch [32][720/940] lr: 3.606e-01, eta: 1 day, 2:16:38, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.6206, loss: 3.6206 2020-07-01 22:02:49,034 - mmaction - INFO - Epoch [32][740/940] lr: 3.608e-01, eta: 1 day, 2:16:29, time: 0.451, data_time: 0.011, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.4580, loss: 3.4580 2020-07-01 22:02:57,860 - mmaction - INFO - Epoch [32][760/940] lr: 3.611e-01, eta: 1 day, 2:16:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.2699, loss: 3.2699 2020-07-01 22:03:06,694 - mmaction - INFO - Epoch [32][780/940] lr: 3.613e-01, eta: 1 day, 2:16:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.4956, loss: 3.4956 2020-07-01 22:03:15,540 - mmaction - INFO - Epoch [32][800/940] lr: 3.616e-01, eta: 1 day, 2:15:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1888, loss: 3.1888 2020-07-01 22:03:24,442 - mmaction - INFO - Epoch [32][820/940] lr: 3.618e-01, eta: 1 day, 2:15:50, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.4586, loss: 3.4586 2020-07-01 22:03:33,245 - mmaction - INFO - Epoch [32][840/940] lr: 3.620e-01, eta: 1 day, 2:15:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3628, loss: 3.3628 2020-07-01 22:03:42,066 - mmaction - INFO - Epoch [32][860/940] lr: 3.623e-01, eta: 1 day, 2:15:29, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4469, loss_cls: 3.6777, loss: 3.6777 2020-07-01 22:03:50,858 - mmaction - INFO - Epoch [32][880/940] lr: 3.625e-01, eta: 1 day, 2:15:19, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3522, loss: 3.3522 2020-07-01 22:03:59,722 - mmaction - INFO - Epoch [32][900/940] lr: 3.627e-01, eta: 1 day, 2:15:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4938, loss_cls: 3.5536, loss: 3.5536 2020-07-01 22:04:08,578 - mmaction - INFO - Epoch [32][920/940] lr: 3.630e-01, eta: 1 day, 2:15:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5062, loss_cls: 3.4074, loss: 3.4074 2020-07-01 22:04:16,996 - mmaction - INFO - Epoch [32][940/940] lr: 3.632e-01, eta: 1 day, 2:14:47, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.2857, top5_acc: 0.5032, loss_cls: 3.2668, loss: 3.2668 2020-07-01 22:04:17,327 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-01 22:04:34,510 - mmaction - INFO - Epoch [33][20/940] lr: 3.626e-01, eta: 1 day, 2:15:25, time: 0.789, data_time: 0.322, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5000, loss_cls: 3.4273, loss: 3.4273 2020-07-01 22:04:43,380 - mmaction - INFO - Epoch [33][40/940] lr: 3.628e-01, eta: 1 day, 2:15:16, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.3762, loss: 3.3762 2020-07-01 22:04:52,375 - mmaction - INFO - Epoch [33][60/940] lr: 3.631e-01, eta: 1 day, 2:15:07, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5531, loss_cls: 3.4010, loss: 3.4010 2020-07-01 22:05:01,231 - mmaction - INFO - Epoch [33][80/940] lr: 3.633e-01, eta: 1 day, 2:14:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.4038, loss: 3.4038 2020-07-01 22:05:09,986 - mmaction - INFO - Epoch [33][100/940] lr: 3.635e-01, eta: 1 day, 2:14:46, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4594, loss_cls: 3.6097, loss: 3.6097 2020-07-01 22:05:18,802 - mmaction - INFO - Epoch [33][120/940] lr: 3.638e-01, eta: 1 day, 2:14:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.4969, loss_cls: 3.4422, loss: 3.4422 2020-07-01 22:05:27,637 - mmaction - INFO - Epoch [33][140/940] lr: 3.640e-01, eta: 1 day, 2:14:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.3627, loss: 3.3627 2020-07-01 22:05:36,399 - mmaction - INFO - Epoch [33][160/940] lr: 3.643e-01, eta: 1 day, 2:14:16, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4813, loss_cls: 3.5699, loss: 3.5699 2020-07-01 22:05:45,304 - mmaction - INFO - Epoch [33][180/940] lr: 3.645e-01, eta: 1 day, 2:14:06, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3002, loss: 3.3002 2020-07-01 22:05:54,151 - mmaction - INFO - Epoch [33][200/940] lr: 3.647e-01, eta: 1 day, 2:13:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.4166, loss: 3.4166 2020-07-01 22:06:02,970 - mmaction - INFO - Epoch [33][220/940] lr: 3.650e-01, eta: 1 day, 2:13:46, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3961, loss: 3.3961 2020-07-01 22:06:11,896 - mmaction - INFO - Epoch [33][240/940] lr: 3.652e-01, eta: 1 day, 2:13:37, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3286, loss: 3.3286 2020-07-01 22:06:20,795 - mmaction - INFO - Epoch [33][260/940] lr: 3.655e-01, eta: 1 day, 2:13:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4499, loss: 3.4499 2020-07-01 22:06:29,598 - mmaction - INFO - Epoch [33][280/940] lr: 3.657e-01, eta: 1 day, 2:13:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4013, loss: 3.4013 2020-07-01 22:06:38,477 - mmaction - INFO - Epoch [33][300/940] lr: 3.659e-01, eta: 1 day, 2:13:07, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.4292, loss: 3.4292 2020-07-01 22:06:47,310 - mmaction - INFO - Epoch [33][320/940] lr: 3.662e-01, eta: 1 day, 2:12:57, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.2046, loss: 3.2046 2020-07-01 22:06:56,481 - mmaction - INFO - Epoch [33][340/940] lr: 3.664e-01, eta: 1 day, 2:12:50, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4750, loss_cls: 3.5337, loss: 3.5337 2020-07-01 22:07:05,293 - mmaction - INFO - Epoch [33][360/940] lr: 3.666e-01, eta: 1 day, 2:12:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.1938, top5_acc: 0.4875, loss_cls: 3.6335, loss: 3.6335 2020-07-01 22:07:14,110 - mmaction - INFO - Epoch [33][380/940] lr: 3.669e-01, eta: 1 day, 2:12:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1979, loss: 3.1979 2020-07-01 22:07:23,000 - mmaction - INFO - Epoch [33][400/940] lr: 3.671e-01, eta: 1 day, 2:12:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.3795, loss: 3.3795 2020-07-01 22:07:32,274 - mmaction - INFO - Epoch [33][420/940] lr: 3.674e-01, eta: 1 day, 2:12:13, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4589, loss: 3.4589 2020-07-01 22:07:41,058 - mmaction - INFO - Epoch [33][440/940] lr: 3.676e-01, eta: 1 day, 2:12:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1129, loss: 3.1129 2020-07-01 22:07:49,943 - mmaction - INFO - Epoch [33][460/940] lr: 3.678e-01, eta: 1 day, 2:11:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.5550, loss: 3.5550 2020-07-01 22:07:58,778 - mmaction - INFO - Epoch [33][480/940] lr: 3.681e-01, eta: 1 day, 2:11:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4884, loss: 3.4884 2020-07-01 22:08:07,573 - mmaction - INFO - Epoch [33][500/940] lr: 3.683e-01, eta: 1 day, 2:11:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.5570, loss: 3.5570 2020-07-01 22:08:16,434 - mmaction - INFO - Epoch [33][520/940] lr: 3.686e-01, eta: 1 day, 2:11:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2384, loss: 3.2384 2020-07-01 22:08:25,253 - mmaction - INFO - Epoch [33][540/940] lr: 3.688e-01, eta: 1 day, 2:11:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4805, loss: 3.4805 2020-07-01 22:08:34,125 - mmaction - INFO - Epoch [33][560/940] lr: 3.690e-01, eta: 1 day, 2:11:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.5500, loss_cls: 3.3919, loss: 3.3919 2020-07-01 22:08:42,904 - mmaction - INFO - Epoch [33][580/940] lr: 3.693e-01, eta: 1 day, 2:10:53, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.4828, loss: 3.4828 2020-07-01 22:08:51,682 - mmaction - INFO - Epoch [33][600/940] lr: 3.695e-01, eta: 1 day, 2:10:43, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.2408, loss: 3.2408 2020-07-01 22:09:00,497 - mmaction - INFO - Epoch [33][620/940] lr: 3.697e-01, eta: 1 day, 2:10:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.2938, loss: 3.2938 2020-07-01 22:09:09,294 - mmaction - INFO - Epoch [33][640/940] lr: 3.700e-01, eta: 1 day, 2:10:22, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5594, loss_cls: 3.3317, loss: 3.3317 2020-07-01 22:09:18,156 - mmaction - INFO - Epoch [33][660/940] lr: 3.702e-01, eta: 1 day, 2:10:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2828, loss: 3.2828 2020-07-01 22:09:27,427 - mmaction - INFO - Epoch [33][680/940] lr: 3.705e-01, eta: 1 day, 2:10:06, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3041, loss: 3.3041 2020-07-01 22:09:36,267 - mmaction - INFO - Epoch [33][700/940] lr: 3.707e-01, eta: 1 day, 2:09:56, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3837, loss: 3.3837 2020-07-01 22:09:45,122 - mmaction - INFO - Epoch [33][720/940] lr: 3.709e-01, eta: 1 day, 2:09:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.3165, loss: 3.3165 2020-07-01 22:09:53,956 - mmaction - INFO - Epoch [33][740/940] lr: 3.712e-01, eta: 1 day, 2:09:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5344, loss_cls: 3.3202, loss: 3.3202 2020-07-01 22:10:02,785 - mmaction - INFO - Epoch [33][760/940] lr: 3.714e-01, eta: 1 day, 2:09:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.5094, loss: 3.5094 2020-07-01 22:10:11,588 - mmaction - INFO - Epoch [33][780/940] lr: 3.717e-01, eta: 1 day, 2:09:16, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.5170, loss: 3.5170 2020-07-01 22:10:20,350 - mmaction - INFO - Epoch [33][800/940] lr: 3.719e-01, eta: 1 day, 2:09:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5031, loss_cls: 3.4252, loss: 3.4252 2020-07-01 22:10:29,126 - mmaction - INFO - Epoch [33][820/940] lr: 3.721e-01, eta: 1 day, 2:08:55, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4715, loss: 3.4715 2020-07-01 22:10:38,006 - mmaction - INFO - Epoch [33][840/940] lr: 3.724e-01, eta: 1 day, 2:08:45, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.4928, loss: 3.4928 2020-07-01 22:10:46,814 - mmaction - INFO - Epoch [33][860/940] lr: 3.726e-01, eta: 1 day, 2:08:35, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4284, loss: 3.4284 2020-07-01 22:10:55,608 - mmaction - INFO - Epoch [33][880/940] lr: 3.728e-01, eta: 1 day, 2:08:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3804, loss: 3.3804 2020-07-01 22:11:04,454 - mmaction - INFO - Epoch [33][900/940] lr: 3.731e-01, eta: 1 day, 2:08:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.3309, loss: 3.3309 2020-07-01 22:11:13,283 - mmaction - INFO - Epoch [33][920/940] lr: 3.733e-01, eta: 1 day, 2:08:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2950, loss: 3.2950 2020-07-01 22:11:21,664 - mmaction - INFO - Epoch [33][940/940] lr: 3.736e-01, eta: 1 day, 2:07:52, time: 0.419, data_time: 0.002, memory: 6328, top1_acc: 0.2565, top5_acc: 0.5747, loss_cls: 3.2618, loss: 3.2618 2020-07-01 22:11:36,311 - mmaction - INFO - Epoch [34][20/940] lr: 3.729e-01, eta: 1 day, 2:08:19, time: 0.716, data_time: 0.275, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4114, loss: 3.4114 2020-07-01 22:11:45,169 - mmaction - INFO - Epoch [34][40/940] lr: 3.731e-01, eta: 1 day, 2:08:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3692, loss: 3.3692 2020-07-01 22:11:54,020 - mmaction - INFO - Epoch [34][60/940] lr: 3.733e-01, eta: 1 day, 2:08:00, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0858, loss: 3.0858 2020-07-01 22:12:02,798 - mmaction - INFO - Epoch [34][80/940] lr: 3.736e-01, eta: 1 day, 2:07:49, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.4440, loss: 3.4440 2020-07-01 22:12:11,664 - mmaction - INFO - Epoch [34][100/940] lr: 3.738e-01, eta: 1 day, 2:07:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5156, loss_cls: 3.4723, loss: 3.4723 2020-07-01 22:12:20,938 - mmaction - INFO - Epoch [34][120/940] lr: 3.741e-01, eta: 1 day, 2:07:33, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.2788, loss: 3.2788 2020-07-01 22:12:29,776 - mmaction - INFO - Epoch [34][140/940] lr: 3.743e-01, eta: 1 day, 2:07:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5156, loss_cls: 3.2868, loss: 3.2868 2020-07-01 22:12:38,589 - mmaction - INFO - Epoch [34][160/940] lr: 3.745e-01, eta: 1 day, 2:07:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4544, loss: 3.4544 2020-07-01 22:12:47,418 - mmaction - INFO - Epoch [34][180/940] lr: 3.748e-01, eta: 1 day, 2:07:03, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4232, loss: 3.4232 2020-07-01 22:12:56,286 - mmaction - INFO - Epoch [34][200/940] lr: 3.750e-01, eta: 1 day, 2:06:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2779, loss: 3.2779 2020-07-01 22:13:05,115 - mmaction - INFO - Epoch [34][220/940] lr: 3.753e-01, eta: 1 day, 2:06:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.2939, loss: 3.2939 2020-07-01 22:13:13,984 - mmaction - INFO - Epoch [34][240/940] lr: 3.755e-01, eta: 1 day, 2:06:33, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4129, loss: 3.4129 2020-07-01 22:13:22,824 - mmaction - INFO - Epoch [34][260/940] lr: 3.757e-01, eta: 1 day, 2:06:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4531, loss_cls: 3.5602, loss: 3.5602 2020-07-01 22:13:31,674 - mmaction - INFO - Epoch [34][280/940] lr: 3.760e-01, eta: 1 day, 2:06:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5156, loss_cls: 3.3571, loss: 3.3571 2020-07-01 22:13:40,576 - mmaction - INFO - Epoch [34][300/940] lr: 3.762e-01, eta: 1 day, 2:06:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4827, loss: 3.4827 2020-07-01 22:13:49,413 - mmaction - INFO - Epoch [34][320/940] lr: 3.764e-01, eta: 1 day, 2:05:54, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5000, loss_cls: 3.5096, loss: 3.5096 2020-07-01 22:13:58,322 - mmaction - INFO - Epoch [34][340/940] lr: 3.767e-01, eta: 1 day, 2:05:45, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.4851, loss: 3.4851 2020-07-01 22:14:07,216 - mmaction - INFO - Epoch [34][360/940] lr: 3.769e-01, eta: 1 day, 2:05:35, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.6976, loss: 3.6976 2020-07-01 22:14:16,036 - mmaction - INFO - Epoch [34][380/940] lr: 3.772e-01, eta: 1 day, 2:05:25, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3326, loss: 3.3326 2020-07-01 22:14:24,911 - mmaction - INFO - Epoch [34][400/940] lr: 3.774e-01, eta: 1 day, 2:05:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2070, loss: 3.2070 2020-07-01 22:14:33,815 - mmaction - INFO - Epoch [34][420/940] lr: 3.776e-01, eta: 1 day, 2:05:06, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.3609, loss: 3.3609 2020-07-01 22:14:42,688 - mmaction - INFO - Epoch [34][440/940] lr: 3.779e-01, eta: 1 day, 2:04:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.6163, loss: 3.6163 2020-07-01 22:14:51,507 - mmaction - INFO - Epoch [34][460/940] lr: 3.781e-01, eta: 1 day, 2:04:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1576, loss: 3.1576 2020-07-01 22:15:00,337 - mmaction - INFO - Epoch [34][480/940] lr: 3.783e-01, eta: 1 day, 2:04:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5094, loss_cls: 3.3988, loss: 3.3988 2020-07-01 22:15:09,186 - mmaction - INFO - Epoch [34][500/940] lr: 3.786e-01, eta: 1 day, 2:04:26, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4562, loss_cls: 3.6763, loss: 3.6763 2020-07-01 22:15:17,991 - mmaction - INFO - Epoch [34][520/940] lr: 3.788e-01, eta: 1 day, 2:04:16, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3401, loss: 3.3401 2020-07-01 22:15:26,813 - mmaction - INFO - Epoch [34][540/940] lr: 3.791e-01, eta: 1 day, 2:04:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.4811, loss: 3.4811 2020-07-01 22:15:35,619 - mmaction - INFO - Epoch [34][560/940] lr: 3.793e-01, eta: 1 day, 2:03:56, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4855, loss: 3.4855 2020-07-01 22:15:44,386 - mmaction - INFO - Epoch [34][580/940] lr: 3.795e-01, eta: 1 day, 2:03:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5312, loss_cls: 3.4456, loss: 3.4456 2020-07-01 22:15:53,202 - mmaction - INFO - Epoch [34][600/940] lr: 3.798e-01, eta: 1 day, 2:03:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4505, loss: 3.4505 2020-07-01 22:16:02,448 - mmaction - INFO - Epoch [34][620/940] lr: 3.800e-01, eta: 1 day, 2:03:29, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3279, loss: 3.3279 2020-07-01 22:16:11,294 - mmaction - INFO - Epoch [34][640/940] lr: 3.802e-01, eta: 1 day, 2:03:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.2961, loss: 3.2961 2020-07-01 22:16:20,123 - mmaction - INFO - Epoch [34][660/940] lr: 3.805e-01, eta: 1 day, 2:03:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.3612, loss: 3.3612 2020-07-01 22:16:28,940 - mmaction - INFO - Epoch [34][680/940] lr: 3.807e-01, eta: 1 day, 2:02:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.4116, loss: 3.4116 2020-07-01 22:16:38,133 - mmaction - INFO - Epoch [34][700/940] lr: 3.810e-01, eta: 1 day, 2:02:51, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2116, loss: 3.2116 2020-07-01 22:16:46,905 - mmaction - INFO - Epoch [34][720/940] lr: 3.812e-01, eta: 1 day, 2:02:41, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.4182, loss: 3.4182 2020-07-01 22:16:55,698 - mmaction - INFO - Epoch [34][740/940] lr: 3.814e-01, eta: 1 day, 2:02:31, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 3.7580, loss: 3.7580 2020-07-01 22:17:04,567 - mmaction - INFO - Epoch [34][760/940] lr: 3.817e-01, eta: 1 day, 2:02:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.4958, loss: 3.4958 2020-07-01 22:17:13,361 - mmaction - INFO - Epoch [34][780/940] lr: 3.819e-01, eta: 1 day, 2:02:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.5514, loss: 3.5514 2020-07-01 22:17:22,217 - mmaction - INFO - Epoch [34][800/940] lr: 3.821e-01, eta: 1 day, 2:02:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.4229, loss: 3.4229 2020-07-01 22:17:31,202 - mmaction - INFO - Epoch [34][820/940] lr: 3.824e-01, eta: 1 day, 2:01:52, time: 0.449, data_time: 0.011, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.5580, loss: 3.5580 2020-07-01 22:17:40,031 - mmaction - INFO - Epoch [34][840/940] lr: 3.826e-01, eta: 1 day, 2:01:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.5030, loss: 3.5030 2020-07-01 22:17:48,840 - mmaction - INFO - Epoch [34][860/940] lr: 3.829e-01, eta: 1 day, 2:01:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3116, loss: 3.3116 2020-07-01 22:17:57,630 - mmaction - INFO - Epoch [34][880/940] lr: 3.831e-01, eta: 1 day, 2:01:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3115, loss: 3.3115 2020-07-01 22:18:06,439 - mmaction - INFO - Epoch [34][900/940] lr: 3.833e-01, eta: 1 day, 2:01:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.2464, loss: 3.2464 2020-07-01 22:18:15,342 - mmaction - INFO - Epoch [34][920/940] lr: 3.836e-01, eta: 1 day, 2:01:02, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2704, loss: 3.2704 2020-07-01 22:18:23,781 - mmaction - INFO - Epoch [34][940/940] lr: 3.838e-01, eta: 1 day, 2:00:50, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5390, loss_cls: 3.3902, loss: 3.3902 2020-07-01 22:18:38,551 - mmaction - INFO - Epoch [35][20/940] lr: 3.828e-01, eta: 1 day, 2:01:17, time: 0.721, data_time: 0.272, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5281, loss_cls: 3.4218, loss: 3.4218 2020-07-01 22:18:47,381 - mmaction - INFO - Epoch [35][40/940] lr: 3.828e-01, eta: 1 day, 2:01:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5646, loss: 3.5646 2020-07-01 22:18:56,205 - mmaction - INFO - Epoch [35][60/940] lr: 3.828e-01, eta: 1 day, 2:00:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3025, loss: 3.3025 2020-07-01 22:19:05,014 - mmaction - INFO - Epoch [35][80/940] lr: 3.828e-01, eta: 1 day, 2:00:46, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.5094, loss_cls: 3.5226, loss: 3.5226 2020-07-01 22:19:13,918 - mmaction - INFO - Epoch [35][100/940] lr: 3.828e-01, eta: 1 day, 2:00:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.5396, loss: 3.5396 2020-07-01 22:19:22,730 - mmaction - INFO - Epoch [35][120/940] lr: 3.828e-01, eta: 1 day, 2:00:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6679, loss: 3.6679 2020-07-01 22:19:31,598 - mmaction - INFO - Epoch [35][140/940] lr: 3.828e-01, eta: 1 day, 2:00:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5906, loss_cls: 3.1680, loss: 3.1680 2020-07-01 22:19:40,442 - mmaction - INFO - Epoch [35][160/940] lr: 3.828e-01, eta: 1 day, 2:00:07, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.2831, loss: 3.2831 2020-07-01 22:19:49,242 - mmaction - INFO - Epoch [35][180/940] lr: 3.828e-01, eta: 1 day, 1:59:57, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2886, loss: 3.2886 2020-07-01 22:19:58,068 - mmaction - INFO - Epoch [35][200/940] lr: 3.828e-01, eta: 1 day, 1:59:47, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5344, loss_cls: 3.3404, loss: 3.3404 2020-07-01 22:20:06,897 - mmaction - INFO - Epoch [35][220/940] lr: 3.828e-01, eta: 1 day, 1:59:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.4227, loss: 3.4227 2020-07-01 22:20:16,121 - mmaction - INFO - Epoch [35][240/940] lr: 3.828e-01, eta: 1 day, 1:59:30, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.5817, loss: 3.5817 2020-07-01 22:20:25,146 - mmaction - INFO - Epoch [35][260/940] lr: 3.828e-01, eta: 1 day, 1:59:21, time: 0.451, data_time: 0.010, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5219, loss_cls: 3.4509, loss: 3.4509 2020-07-01 22:20:34,074 - mmaction - INFO - Epoch [35][280/940] lr: 3.828e-01, eta: 1 day, 1:59:12, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4688, loss_cls: 3.5970, loss: 3.5970 2020-07-01 22:20:42,929 - mmaction - INFO - Epoch [35][300/940] lr: 3.828e-01, eta: 1 day, 1:59:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.3446, loss: 3.3446 2020-07-01 22:20:51,766 - mmaction - INFO - Epoch [35][320/940] lr: 3.828e-01, eta: 1 day, 1:58:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.5451, loss: 3.5451 2020-07-01 22:21:00,583 - mmaction - INFO - Epoch [35][340/940] lr: 3.828e-01, eta: 1 day, 1:58:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.3772, loss: 3.3772 2020-07-01 22:21:09,461 - mmaction - INFO - Epoch [35][360/940] lr: 3.828e-01, eta: 1 day, 1:58:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.4760, loss: 3.4760 2020-07-01 22:21:18,337 - mmaction - INFO - Epoch [35][380/940] lr: 3.828e-01, eta: 1 day, 1:58:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2414, loss: 3.2414 2020-07-01 22:21:27,244 - mmaction - INFO - Epoch [35][400/940] lr: 3.828e-01, eta: 1 day, 1:58:13, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.1870, loss: 3.1870 2020-07-01 22:21:36,104 - mmaction - INFO - Epoch [35][420/940] lr: 3.828e-01, eta: 1 day, 1:58:04, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.3753, loss: 3.3753 2020-07-01 22:21:44,927 - mmaction - INFO - Epoch [35][440/940] lr: 3.828e-01, eta: 1 day, 1:57:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.6069, loss: 3.6069 2020-07-01 22:21:53,765 - mmaction - INFO - Epoch [35][460/940] lr: 3.828e-01, eta: 1 day, 1:57:44, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.3805, loss: 3.3805 2020-07-01 22:22:02,601 - mmaction - INFO - Epoch [35][480/940] lr: 3.828e-01, eta: 1 day, 1:57:34, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5469, loss_cls: 3.2598, loss: 3.2598 2020-07-01 22:22:11,413 - mmaction - INFO - Epoch [35][500/940] lr: 3.828e-01, eta: 1 day, 1:57:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.2786, loss: 3.2786 2020-07-01 22:22:20,327 - mmaction - INFO - Epoch [35][520/940] lr: 3.828e-01, eta: 1 day, 1:57:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3424, loss: 3.3424 2020-07-01 22:22:29,087 - mmaction - INFO - Epoch [35][540/940] lr: 3.828e-01, eta: 1 day, 1:57:04, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5219, loss_cls: 3.3563, loss: 3.3563 2020-07-01 22:22:37,923 - mmaction - INFO - Epoch [35][560/940] lr: 3.828e-01, eta: 1 day, 1:56:54, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3414, loss: 3.3414 2020-07-01 22:22:46,797 - mmaction - INFO - Epoch [35][580/940] lr: 3.828e-01, eta: 1 day, 1:56:45, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.3281, loss: 3.3281 2020-07-01 22:22:55,690 - mmaction - INFO - Epoch [35][600/940] lr: 3.828e-01, eta: 1 day, 1:56:35, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3066, loss: 3.3066 2020-07-01 22:23:04,524 - mmaction - INFO - Epoch [35][620/940] lr: 3.828e-01, eta: 1 day, 1:56:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.4861, loss: 3.4861 2020-07-01 22:23:13,350 - mmaction - INFO - Epoch [35][640/940] lr: 3.828e-01, eta: 1 day, 1:56:15, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4097, loss: 3.4097 2020-07-01 22:23:22,141 - mmaction - INFO - Epoch [35][660/940] lr: 3.828e-01, eta: 1 day, 1:56:05, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3753, loss: 3.3753 2020-07-01 22:23:31,009 - mmaction - INFO - Epoch [35][680/940] lr: 3.828e-01, eta: 1 day, 1:55:56, time: 0.443, data_time: 0.007, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3497, loss: 3.3497 2020-07-01 22:23:39,757 - mmaction - INFO - Epoch [35][700/940] lr: 3.828e-01, eta: 1 day, 1:55:45, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.4628, loss: 3.4628 2020-07-01 22:23:48,624 - mmaction - INFO - Epoch [35][720/940] lr: 3.828e-01, eta: 1 day, 1:55:36, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3112, loss: 3.3112 2020-07-01 22:23:57,411 - mmaction - INFO - Epoch [35][740/940] lr: 3.828e-01, eta: 1 day, 1:55:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.6249, loss: 3.6249 2020-07-01 22:24:06,210 - mmaction - INFO - Epoch [35][760/940] lr: 3.828e-01, eta: 1 day, 1:55:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3403, loss: 3.3403 2020-07-01 22:24:15,021 - mmaction - INFO - Epoch [35][780/940] lr: 3.828e-01, eta: 1 day, 1:55:05, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.2971, loss: 3.2971 2020-07-01 22:24:23,883 - mmaction - INFO - Epoch [35][800/940] lr: 3.828e-01, eta: 1 day, 1:54:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.3689, loss: 3.3689 2020-07-01 22:24:33,062 - mmaction - INFO - Epoch [35][820/940] lr: 3.828e-01, eta: 1 day, 1:54:48, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1940, loss: 3.1940 2020-07-01 22:24:41,805 - mmaction - INFO - Epoch [35][840/940] lr: 3.828e-01, eta: 1 day, 1:54:37, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.3891, loss: 3.3891 2020-07-01 22:24:50,694 - mmaction - INFO - Epoch [35][860/940] lr: 3.828e-01, eta: 1 day, 1:54:28, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.3872, loss: 3.3872 2020-07-01 22:24:59,621 - mmaction - INFO - Epoch [35][880/940] lr: 3.828e-01, eta: 1 day, 1:54:19, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3107, loss: 3.3107 2020-07-01 22:25:08,423 - mmaction - INFO - Epoch [35][900/940] lr: 3.828e-01, eta: 1 day, 1:54:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3754, loss: 3.3754 2020-07-01 22:25:17,231 - mmaction - INFO - Epoch [35][920/940] lr: 3.828e-01, eta: 1 day, 1:53:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.1347, loss: 3.1347 2020-07-01 22:25:25,667 - mmaction - INFO - Epoch [35][940/940] lr: 3.828e-01, eta: 1 day, 1:53:46, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.2630, top5_acc: 0.5195, loss_cls: 3.4920, loss: 3.4920 2020-07-01 22:25:42,918 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 22:25:43,797 - mmaction - INFO - top1_acc 0.2890 top5_acc 0.5540 2020-07-01 22:25:43,797 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 22:25:43,868 - mmaction - INFO - mean_acc 0.2890 2020-07-01 22:25:43,877 - mmaction - INFO - Epoch [35][940/940] lr: 3.828e-01, top1_acc: 0.2890, top5_acc: 0.5540, mean_class_accuracy: 0.2890 2020-07-01 22:25:57,224 - mmaction - INFO - Epoch [36][20/940] lr: 3.818e-01, eta: 1 day, 1:54:04, time: 0.666, data_time: 0.217, memory: 6328, top1_acc: 0.2219, top5_acc: 0.5219, loss_cls: 3.5344, loss: 3.5344 2020-07-01 22:26:06,016 - mmaction - INFO - Epoch [36][40/940] lr: 3.818e-01, eta: 1 day, 1:53:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5156, loss_cls: 3.4240, loss: 3.4240 2020-07-01 22:26:14,898 - mmaction - INFO - Epoch [36][60/940] lr: 3.818e-01, eta: 1 day, 1:53:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.4217, loss: 3.4217 2020-07-01 22:26:23,679 - mmaction - INFO - Epoch [36][80/940] lr: 3.818e-01, eta: 1 day, 1:53:34, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.5494, loss: 3.5494 2020-07-01 22:26:32,951 - mmaction - INFO - Epoch [36][100/940] lr: 3.818e-01, eta: 1 day, 1:53:27, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2420, loss: 3.2420 2020-07-01 22:26:41,855 - mmaction - INFO - Epoch [36][120/940] lr: 3.818e-01, eta: 1 day, 1:53:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.2244, loss: 3.2244 2020-07-01 22:26:50,713 - mmaction - INFO - Epoch [36][140/940] lr: 3.818e-01, eta: 1 day, 1:53:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2314, loss: 3.2314 2020-07-01 22:26:59,556 - mmaction - INFO - Epoch [36][160/940] lr: 3.818e-01, eta: 1 day, 1:52:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.5211, loss: 3.5211 2020-07-01 22:27:08,494 - mmaction - INFO - Epoch [36][180/940] lr: 3.818e-01, eta: 1 day, 1:52:49, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.3107, loss: 3.3107 2020-07-01 22:27:17,342 - mmaction - INFO - Epoch [36][200/940] lr: 3.818e-01, eta: 1 day, 1:52:39, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3187, loss: 3.3187 2020-07-01 22:27:26,189 - mmaction - INFO - Epoch [36][220/940] lr: 3.818e-01, eta: 1 day, 1:52:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.2266, loss: 3.2266 2020-07-01 22:27:35,032 - mmaction - INFO - Epoch [36][240/940] lr: 3.818e-01, eta: 1 day, 1:52:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3726, loss: 3.3726 2020-07-01 22:27:43,902 - mmaction - INFO - Epoch [36][260/940] lr: 3.818e-01, eta: 1 day, 1:52:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2410, loss: 3.2410 2020-07-01 22:27:52,804 - mmaction - INFO - Epoch [36][280/940] lr: 3.818e-01, eta: 1 day, 1:52:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.5131, loss: 3.5131 2020-07-01 22:28:01,690 - mmaction - INFO - Epoch [36][300/940] lr: 3.818e-01, eta: 1 day, 1:51:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.1589, loss: 3.1589 2020-07-01 22:28:10,531 - mmaction - INFO - Epoch [36][320/940] lr: 3.818e-01, eta: 1 day, 1:51:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.3137, loss: 3.3137 2020-07-01 22:28:19,887 - mmaction - INFO - Epoch [36][340/940] lr: 3.818e-01, eta: 1 day, 1:51:35, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3201, loss: 3.3201 2020-07-01 22:28:29,182 - mmaction - INFO - Epoch [36][360/940] lr: 3.818e-01, eta: 1 day, 1:51:28, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.2933, loss: 3.2933 2020-07-01 22:28:38,028 - mmaction - INFO - Epoch [36][380/940] lr: 3.818e-01, eta: 1 day, 1:51:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.5256, loss: 3.5256 2020-07-01 22:28:46,880 - mmaction - INFO - Epoch [36][400/940] lr: 3.818e-01, eta: 1 day, 1:51:08, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.3303, loss: 3.3303 2020-07-01 22:28:55,690 - mmaction - INFO - Epoch [36][420/940] lr: 3.818e-01, eta: 1 day, 1:50:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.5396, loss: 3.5396 2020-07-01 22:29:04,527 - mmaction - INFO - Epoch [36][440/940] lr: 3.818e-01, eta: 1 day, 1:50:48, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5719, loss_cls: 3.2402, loss: 3.2402 2020-07-01 22:29:13,390 - mmaction - INFO - Epoch [36][460/940] lr: 3.818e-01, eta: 1 day, 1:50:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.3135, loss: 3.3135 2020-07-01 22:29:22,210 - mmaction - INFO - Epoch [36][480/940] lr: 3.818e-01, eta: 1 day, 1:50:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4430, loss: 3.4430 2020-07-01 22:29:31,078 - mmaction - INFO - Epoch [36][500/940] lr: 3.818e-01, eta: 1 day, 1:50:19, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3927, loss: 3.3927 2020-07-01 22:29:40,008 - mmaction - INFO - Epoch [36][520/940] lr: 3.818e-01, eta: 1 day, 1:50:10, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4903, loss: 3.4903 2020-07-01 22:29:49,268 - mmaction - INFO - Epoch [36][540/940] lr: 3.818e-01, eta: 1 day, 1:50:02, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2873, loss: 3.2873 2020-07-01 22:29:58,145 - mmaction - INFO - Epoch [36][560/940] lr: 3.818e-01, eta: 1 day, 1:49:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.1563, loss: 3.1563 2020-07-01 22:30:07,160 - mmaction - INFO - Epoch [36][580/940] lr: 3.818e-01, eta: 1 day, 1:49:44, time: 0.450, data_time: 0.008, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.5353, loss: 3.5353 2020-07-01 22:30:16,465 - mmaction - INFO - Epoch [36][600/940] lr: 3.818e-01, eta: 1 day, 1:49:37, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.3737, loss: 3.3737 2020-07-01 22:30:25,698 - mmaction - INFO - Epoch [36][620/940] lr: 3.818e-01, eta: 1 day, 1:49:30, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.4938, loss_cls: 3.3460, loss: 3.3460 2020-07-01 22:30:34,541 - mmaction - INFO - Epoch [36][640/940] lr: 3.818e-01, eta: 1 day, 1:49:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1810, loss: 3.1810 2020-07-01 22:30:43,427 - mmaction - INFO - Epoch [36][660/940] lr: 3.818e-01, eta: 1 day, 1:49:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2859, loss: 3.2859 2020-07-01 22:30:52,211 - mmaction - INFO - Epoch [36][680/940] lr: 3.818e-01, eta: 1 day, 1:49:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.4347, loss: 3.4347 2020-07-01 22:31:01,198 - mmaction - INFO - Epoch [36][700/940] lr: 3.818e-01, eta: 1 day, 1:48:51, time: 0.449, data_time: 0.009, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.4513, loss: 3.4513 2020-07-01 22:31:10,016 - mmaction - INFO - Epoch [36][720/940] lr: 3.818e-01, eta: 1 day, 1:48:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3998, loss: 3.3998 2020-07-01 22:31:18,776 - mmaction - INFO - Epoch [36][740/940] lr: 3.818e-01, eta: 1 day, 1:48:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3937, loss: 3.3937 2020-07-01 22:31:27,784 - mmaction - INFO - Epoch [36][760/940] lr: 3.818e-01, eta: 1 day, 1:48:22, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.1812, top5_acc: 0.4344, loss_cls: 3.7855, loss: 3.7855 2020-07-01 22:31:36,537 - mmaction - INFO - Epoch [36][780/940] lr: 3.818e-01, eta: 1 day, 1:48:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.5132, loss: 3.5132 2020-07-01 22:31:45,368 - mmaction - INFO - Epoch [36][800/940] lr: 3.818e-01, eta: 1 day, 1:48:02, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.6088, loss: 3.6088 2020-07-01 22:31:54,283 - mmaction - INFO - Epoch [36][820/940] lr: 3.818e-01, eta: 1 day, 1:47:53, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4945, loss: 3.4945 2020-07-01 22:32:03,587 - mmaction - INFO - Epoch [36][840/940] lr: 3.818e-01, eta: 1 day, 1:47:46, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.5408, loss: 3.5408 2020-07-01 22:32:12,383 - mmaction - INFO - Epoch [36][860/940] lr: 3.818e-01, eta: 1 day, 1:47:35, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2639, loss: 3.2639 2020-07-01 22:32:21,202 - mmaction - INFO - Epoch [36][880/940] lr: 3.818e-01, eta: 1 day, 1:47:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4688, loss_cls: 3.4330, loss: 3.4330 2020-07-01 22:32:30,010 - mmaction - INFO - Epoch [36][900/940] lr: 3.818e-01, eta: 1 day, 1:47:16, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.3849, loss: 3.3849 2020-07-01 22:32:38,845 - mmaction - INFO - Epoch [36][920/940] lr: 3.818e-01, eta: 1 day, 1:47:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3661, loss: 3.3661 2020-07-01 22:32:47,377 - mmaction - INFO - Epoch [36][940/940] lr: 3.818e-01, eta: 1 day, 1:46:54, time: 0.427, data_time: 0.001, memory: 6328, top1_acc: 0.2468, top5_acc: 0.5032, loss_cls: 3.6265, loss: 3.6265 2020-07-01 22:32:47,722 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-01 22:33:02,449 - mmaction - INFO - Epoch [37][20/940] lr: 3.808e-01, eta: 1 day, 1:47:12, time: 0.670, data_time: 0.226, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.6715, loss: 3.6715 2020-07-01 22:33:11,339 - mmaction - INFO - Epoch [37][40/940] lr: 3.808e-01, eta: 1 day, 1:47:03, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.3388, loss: 3.3388 2020-07-01 22:33:20,210 - mmaction - INFO - Epoch [37][60/940] lr: 3.808e-01, eta: 1 day, 1:46:53, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1166, loss: 3.1166 2020-07-01 22:33:29,046 - mmaction - INFO - Epoch [37][80/940] lr: 3.808e-01, eta: 1 day, 1:46:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.2485, loss: 3.2485 2020-07-01 22:33:37,934 - mmaction - INFO - Epoch [37][100/940] lr: 3.808e-01, eta: 1 day, 1:46:34, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.5457, loss: 3.5457 2020-07-01 22:33:46,796 - mmaction - INFO - Epoch [37][120/940] lr: 3.808e-01, eta: 1 day, 1:46:24, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3402, loss: 3.3402 2020-07-01 22:33:55,651 - mmaction - INFO - Epoch [37][140/940] lr: 3.808e-01, eta: 1 day, 1:46:14, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3578, loss: 3.3578 2020-07-01 22:34:04,471 - mmaction - INFO - Epoch [37][160/940] lr: 3.808e-01, eta: 1 day, 1:46:04, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.4208, loss: 3.4208 2020-07-01 22:34:13,270 - mmaction - INFO - Epoch [37][180/940] lr: 3.808e-01, eta: 1 day, 1:45:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.5588, loss: 3.5588 2020-07-01 22:34:22,086 - mmaction - INFO - Epoch [37][200/940] lr: 3.808e-01, eta: 1 day, 1:45:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.5320, loss: 3.5320 2020-07-01 22:34:31,166 - mmaction - INFO - Epoch [37][220/940] lr: 3.808e-01, eta: 1 day, 1:45:36, time: 0.455, data_time: 0.010, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3617, loss: 3.3617 2020-07-01 22:34:40,107 - mmaction - INFO - Epoch [37][240/940] lr: 3.808e-01, eta: 1 day, 1:45:27, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5281, loss_cls: 3.4521, loss: 3.4521 2020-07-01 22:34:49,077 - mmaction - INFO - Epoch [37][260/940] lr: 3.808e-01, eta: 1 day, 1:45:18, time: 0.450, data_time: 0.009, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3145, loss: 3.3145 2020-07-01 22:34:57,952 - mmaction - INFO - Epoch [37][280/940] lr: 3.808e-01, eta: 1 day, 1:45:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.4745, loss: 3.4745 2020-07-01 22:35:06,810 - mmaction - INFO - Epoch [37][300/940] lr: 3.808e-01, eta: 1 day, 1:44:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.4697, loss: 3.4697 2020-07-01 22:35:15,699 - mmaction - INFO - Epoch [37][320/940] lr: 3.808e-01, eta: 1 day, 1:44:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.2666, loss: 3.2666 2020-07-01 22:35:24,502 - mmaction - INFO - Epoch [37][340/940] lr: 3.808e-01, eta: 1 day, 1:44:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4771, loss: 3.4771 2020-07-01 22:35:33,289 - mmaction - INFO - Epoch [37][360/940] lr: 3.808e-01, eta: 1 day, 1:44:29, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5281, loss_cls: 3.3703, loss: 3.3703 2020-07-01 22:35:42,085 - mmaction - INFO - Epoch [37][380/940] lr: 3.808e-01, eta: 1 day, 1:44:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.2566, loss: 3.2566 2020-07-01 22:35:50,908 - mmaction - INFO - Epoch [37][400/940] lr: 3.808e-01, eta: 1 day, 1:44:08, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5031, loss_cls: 3.3097, loss: 3.3097 2020-07-01 22:35:59,729 - mmaction - INFO - Epoch [37][420/940] lr: 3.808e-01, eta: 1 day, 1:43:59, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2568, loss: 3.2568 2020-07-01 22:36:08,574 - mmaction - INFO - Epoch [37][440/940] lr: 3.808e-01, eta: 1 day, 1:43:49, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5281, loss_cls: 3.2637, loss: 3.2637 2020-07-01 22:36:17,447 - mmaction - INFO - Epoch [37][460/940] lr: 3.808e-01, eta: 1 day, 1:43:39, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3114, loss: 3.3114 2020-07-01 22:36:26,339 - mmaction - INFO - Epoch [37][480/940] lr: 3.808e-01, eta: 1 day, 1:43:30, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4232, loss: 3.4232 2020-07-01 22:36:35,293 - mmaction - INFO - Epoch [37][500/940] lr: 3.808e-01, eta: 1 day, 1:43:21, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.3682, loss: 3.3682 2020-07-01 22:36:44,116 - mmaction - INFO - Epoch [37][520/940] lr: 3.808e-01, eta: 1 day, 1:43:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5219, loss_cls: 3.4825, loss: 3.4825 2020-07-01 22:36:53,386 - mmaction - INFO - Epoch [37][540/940] lr: 3.808e-01, eta: 1 day, 1:43:04, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.5227, loss: 3.5227 2020-07-01 22:37:02,230 - mmaction - INFO - Epoch [37][560/940] lr: 3.808e-01, eta: 1 day, 1:42:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4875, loss_cls: 3.5200, loss: 3.5200 2020-07-01 22:37:11,027 - mmaction - INFO - Epoch [37][580/940] lr: 3.808e-01, eta: 1 day, 1:42:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3694, loss: 3.3694 2020-07-01 22:37:19,881 - mmaction - INFO - Epoch [37][600/940] lr: 3.808e-01, eta: 1 day, 1:42:34, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.3388, loss: 3.3388 2020-07-01 22:37:28,678 - mmaction - INFO - Epoch [37][620/940] lr: 3.808e-01, eta: 1 day, 1:42:24, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.0951, loss: 3.0951 2020-07-01 22:37:37,513 - mmaction - INFO - Epoch [37][640/940] lr: 3.808e-01, eta: 1 day, 1:42:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.5330, loss: 3.5330 2020-07-01 22:37:46,328 - mmaction - INFO - Epoch [37][660/940] lr: 3.808e-01, eta: 1 day, 1:42:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.2718, loss: 3.2718 2020-07-01 22:37:55,095 - mmaction - INFO - Epoch [37][680/940] lr: 3.808e-01, eta: 1 day, 1:41:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3619, loss: 3.3619 2020-07-01 22:38:03,930 - mmaction - INFO - Epoch [37][700/940] lr: 3.808e-01, eta: 1 day, 1:41:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.5261, loss: 3.5261 2020-07-01 22:38:12,855 - mmaction - INFO - Epoch [37][720/940] lr: 3.808e-01, eta: 1 day, 1:41:35, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2740, loss: 3.2740 2020-07-01 22:38:21,724 - mmaction - INFO - Epoch [37][740/940] lr: 3.808e-01, eta: 1 day, 1:41:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.5523, loss: 3.5523 2020-07-01 22:38:30,507 - mmaction - INFO - Epoch [37][760/940] lr: 3.808e-01, eta: 1 day, 1:41:15, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5406, loss_cls: 3.4021, loss: 3.4021 2020-07-01 22:38:39,315 - mmaction - INFO - Epoch [37][780/940] lr: 3.808e-01, eta: 1 day, 1:41:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5116, loss: 3.5116 2020-07-01 22:38:48,159 - mmaction - INFO - Epoch [37][800/940] lr: 3.808e-01, eta: 1 day, 1:40:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5156, loss_cls: 3.3817, loss: 3.3817 2020-07-01 22:38:56,955 - mmaction - INFO - Epoch [37][820/940] lr: 3.808e-01, eta: 1 day, 1:40:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4844, loss_cls: 3.5335, loss: 3.5335 2020-07-01 22:39:05,766 - mmaction - INFO - Epoch [37][840/940] lr: 3.808e-01, eta: 1 day, 1:40:35, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.4633, loss: 3.4633 2020-07-01 22:39:14,530 - mmaction - INFO - Epoch [37][860/940] lr: 3.808e-01, eta: 1 day, 1:40:25, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.4220, loss: 3.4220 2020-07-01 22:39:23,356 - mmaction - INFO - Epoch [37][880/940] lr: 3.808e-01, eta: 1 day, 1:40:15, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.5417, loss: 3.5417 2020-07-01 22:39:32,182 - mmaction - INFO - Epoch [37][900/940] lr: 3.808e-01, eta: 1 day, 1:40:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5781, loss_cls: 3.3781, loss: 3.3781 2020-07-01 22:39:41,057 - mmaction - INFO - Epoch [37][920/940] lr: 3.808e-01, eta: 1 day, 1:39:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5219, loss_cls: 3.6142, loss: 3.6142 2020-07-01 22:39:49,486 - mmaction - INFO - Epoch [37][940/940] lr: 3.808e-01, eta: 1 day, 1:39:44, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2987, top5_acc: 0.5325, loss_cls: 3.2099, loss: 3.2099 2020-07-01 22:40:04,236 - mmaction - INFO - Epoch [38][20/940] lr: 3.797e-01, eta: 1 day, 1:40:07, time: 0.721, data_time: 0.257, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4781, loss_cls: 3.6333, loss: 3.6333 2020-07-01 22:40:13,096 - mmaction - INFO - Epoch [38][40/940] lr: 3.797e-01, eta: 1 day, 1:39:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.4862, loss: 3.4862 2020-07-01 22:40:21,975 - mmaction - INFO - Epoch [38][60/940] lr: 3.797e-01, eta: 1 day, 1:39:48, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4906, loss_cls: 3.5020, loss: 3.5020 2020-07-01 22:40:30,960 - mmaction - INFO - Epoch [38][80/940] lr: 3.797e-01, eta: 1 day, 1:39:39, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.2926, loss: 3.2926 2020-07-01 22:40:39,857 - mmaction - INFO - Epoch [38][100/940] lr: 3.797e-01, eta: 1 day, 1:39:29, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.5180, loss: 3.5180 2020-07-01 22:40:48,819 - mmaction - INFO - Epoch [38][120/940] lr: 3.797e-01, eta: 1 day, 1:39:20, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4167, loss: 3.4167 2020-07-01 22:40:57,537 - mmaction - INFO - Epoch [38][140/940] lr: 3.797e-01, eta: 1 day, 1:39:10, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3425, loss: 3.3425 2020-07-01 22:41:06,333 - mmaction - INFO - Epoch [38][160/940] lr: 3.797e-01, eta: 1 day, 1:39:00, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3702, loss: 3.3702 2020-07-01 22:41:15,199 - mmaction - INFO - Epoch [38][180/940] lr: 3.797e-01, eta: 1 day, 1:38:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2797, loss: 3.2797 2020-07-01 22:41:24,035 - mmaction - INFO - Epoch [38][200/940] lr: 3.797e-01, eta: 1 day, 1:38:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0181, loss: 3.0181 2020-07-01 22:41:33,247 - mmaction - INFO - Epoch [38][220/940] lr: 3.797e-01, eta: 1 day, 1:38:32, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.4872, loss: 3.4872 2020-07-01 22:41:42,098 - mmaction - INFO - Epoch [38][240/940] lr: 3.797e-01, eta: 1 day, 1:38:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4562, loss: 3.4562 2020-07-01 22:41:50,919 - mmaction - INFO - Epoch [38][260/940] lr: 3.797e-01, eta: 1 day, 1:38:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.1981, loss: 3.1981 2020-07-01 22:41:59,728 - mmaction - INFO - Epoch [38][280/940] lr: 3.797e-01, eta: 1 day, 1:38:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.3715, loss: 3.3715 2020-07-01 22:42:08,541 - mmaction - INFO - Epoch [38][300/940] lr: 3.797e-01, eta: 1 day, 1:37:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2790, loss: 3.2790 2020-07-01 22:42:17,339 - mmaction - INFO - Epoch [38][320/940] lr: 3.797e-01, eta: 1 day, 1:37:43, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.4793, loss: 3.4793 2020-07-01 22:42:26,222 - mmaction - INFO - Epoch [38][340/940] lr: 3.797e-01, eta: 1 day, 1:37:33, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.3458, loss: 3.3458 2020-07-01 22:42:35,487 - mmaction - INFO - Epoch [38][360/940] lr: 3.797e-01, eta: 1 day, 1:37:26, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3214, loss: 3.3214 2020-07-01 22:42:44,313 - mmaction - INFO - Epoch [38][380/940] lr: 3.797e-01, eta: 1 day, 1:37:16, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5594, loss_cls: 3.1999, loss: 3.1999 2020-07-01 22:42:53,280 - mmaction - INFO - Epoch [38][400/940] lr: 3.797e-01, eta: 1 day, 1:37:07, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.5374, loss: 3.5374 2020-07-01 22:43:02,042 - mmaction - INFO - Epoch [38][420/940] lr: 3.797e-01, eta: 1 day, 1:36:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4373, loss: 3.4373 2020-07-01 22:43:10,808 - mmaction - INFO - Epoch [38][440/940] lr: 3.797e-01, eta: 1 day, 1:36:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2966, loss: 3.2966 2020-07-01 22:43:19,620 - mmaction - INFO - Epoch [38][460/940] lr: 3.797e-01, eta: 1 day, 1:36:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.5227, loss: 3.5227 2020-07-01 22:43:28,458 - mmaction - INFO - Epoch [38][480/940] lr: 3.797e-01, eta: 1 day, 1:36:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4595, loss: 3.4595 2020-07-01 22:43:37,257 - mmaction - INFO - Epoch [38][500/940] lr: 3.797e-01, eta: 1 day, 1:36:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.6395, loss: 3.6395 2020-07-01 22:43:46,097 - mmaction - INFO - Epoch [38][520/940] lr: 3.797e-01, eta: 1 day, 1:36:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.3245, loss: 3.3245 2020-07-01 22:43:54,939 - mmaction - INFO - Epoch [38][540/940] lr: 3.797e-01, eta: 1 day, 1:35:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.4875, loss_cls: 3.4470, loss: 3.4470 2020-07-01 22:44:03,807 - mmaction - INFO - Epoch [38][560/940] lr: 3.797e-01, eta: 1 day, 1:35:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.2627, loss: 3.2627 2020-07-01 22:44:13,103 - mmaction - INFO - Epoch [38][580/940] lr: 3.797e-01, eta: 1 day, 1:35:41, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.4734, loss: 3.4734 2020-07-01 22:44:21,929 - mmaction - INFO - Epoch [38][600/940] lr: 3.797e-01, eta: 1 day, 1:35:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.2335, loss: 3.2335 2020-07-01 22:44:30,758 - mmaction - INFO - Epoch [38][620/940] lr: 3.797e-01, eta: 1 day, 1:35:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.2599, loss: 3.2599 2020-07-01 22:44:39,630 - mmaction - INFO - Epoch [38][640/940] lr: 3.797e-01, eta: 1 day, 1:35:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2787, loss: 3.2787 2020-07-01 22:44:48,452 - mmaction - INFO - Epoch [38][660/940] lr: 3.797e-01, eta: 1 day, 1:35:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0414, loss: 3.0414 2020-07-01 22:44:57,223 - mmaction - INFO - Epoch [38][680/940] lr: 3.797e-01, eta: 1 day, 1:34:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.3627, loss: 3.3627 2020-07-01 22:45:06,089 - mmaction - INFO - Epoch [38][700/940] lr: 3.797e-01, eta: 1 day, 1:34:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4321, loss: 3.4321 2020-07-01 22:45:15,016 - mmaction - INFO - Epoch [38][720/940] lr: 3.797e-01, eta: 1 day, 1:34:32, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5281, loss_cls: 3.2809, loss: 3.2809 2020-07-01 22:45:23,890 - mmaction - INFO - Epoch [38][740/940] lr: 3.797e-01, eta: 1 day, 1:34:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3661, loss: 3.3661 2020-07-01 22:45:32,902 - mmaction - INFO - Epoch [38][760/940] lr: 3.797e-01, eta: 1 day, 1:34:14, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4831, loss: 3.4831 2020-07-01 22:45:41,762 - mmaction - INFO - Epoch [38][780/940] lr: 3.797e-01, eta: 1 day, 1:34:04, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5125, loss_cls: 3.2414, loss: 3.2414 2020-07-01 22:45:50,568 - mmaction - INFO - Epoch [38][800/940] lr: 3.797e-01, eta: 1 day, 1:33:55, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2563, loss: 3.2563 2020-07-01 22:45:59,357 - mmaction - INFO - Epoch [38][820/940] lr: 3.797e-01, eta: 1 day, 1:33:44, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.3119, loss: 3.3119 2020-07-01 22:46:08,139 - mmaction - INFO - Epoch [38][840/940] lr: 3.797e-01, eta: 1 day, 1:33:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4875, loss_cls: 3.4264, loss: 3.4264 2020-07-01 22:46:16,938 - mmaction - INFO - Epoch [38][860/940] lr: 3.797e-01, eta: 1 day, 1:33:24, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.5292, loss: 3.5292 2020-07-01 22:46:25,794 - mmaction - INFO - Epoch [38][880/940] lr: 3.797e-01, eta: 1 day, 1:33:15, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3302, loss: 3.3302 2020-07-01 22:46:34,636 - mmaction - INFO - Epoch [38][900/940] lr: 3.797e-01, eta: 1 day, 1:33:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.5170, loss: 3.5170 2020-07-01 22:46:43,656 - mmaction - INFO - Epoch [38][920/940] lr: 3.797e-01, eta: 1 day, 1:32:56, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.2976, loss: 3.2976 2020-07-01 22:46:52,544 - mmaction - INFO - Epoch [38][940/940] lr: 3.797e-01, eta: 1 day, 1:32:47, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2857, top5_acc: 0.5097, loss_cls: 3.4257, loss: 3.4257 2020-07-01 22:47:07,904 - mmaction - INFO - Epoch [39][20/940] lr: 3.786e-01, eta: 1 day, 1:33:12, time: 0.750, data_time: 0.268, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3662, loss: 3.3662 2020-07-01 22:47:16,718 - mmaction - INFO - Epoch [39][40/940] lr: 3.786e-01, eta: 1 day, 1:33:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4640, loss: 3.4640 2020-07-01 22:47:25,593 - mmaction - INFO - Epoch [39][60/940] lr: 3.786e-01, eta: 1 day, 1:32:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.5014, loss: 3.5014 2020-07-01 22:47:34,418 - mmaction - INFO - Epoch [39][80/940] lr: 3.786e-01, eta: 1 day, 1:32:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4389, loss: 3.4389 2020-07-01 22:47:43,337 - mmaction - INFO - Epoch [39][100/940] lr: 3.786e-01, eta: 1 day, 1:32:34, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5250, loss_cls: 3.4757, loss: 3.4757 2020-07-01 22:47:52,336 - mmaction - INFO - Epoch [39][120/940] lr: 3.786e-01, eta: 1 day, 1:32:25, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4750, loss_cls: 3.4902, loss: 3.4902 2020-07-01 22:48:01,236 - mmaction - INFO - Epoch [39][140/940] lr: 3.786e-01, eta: 1 day, 1:32:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.2505, loss: 3.2505 2020-07-01 22:48:10,077 - mmaction - INFO - Epoch [39][160/940] lr: 3.786e-01, eta: 1 day, 1:32:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.2670, loss: 3.2670 2020-07-01 22:48:19,033 - mmaction - INFO - Epoch [39][180/940] lr: 3.786e-01, eta: 1 day, 1:31:56, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.4739, loss: 3.4739 2020-07-01 22:48:27,901 - mmaction - INFO - Epoch [39][200/940] lr: 3.786e-01, eta: 1 day, 1:31:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2748, loss: 3.2748 2020-07-01 22:48:36,750 - mmaction - INFO - Epoch [39][220/940] lr: 3.786e-01, eta: 1 day, 1:31:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4055, loss: 3.4055 2020-07-01 22:48:45,590 - mmaction - INFO - Epoch [39][240/940] lr: 3.786e-01, eta: 1 day, 1:31:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.1064, loss: 3.1064 2020-07-01 22:48:54,451 - mmaction - INFO - Epoch [39][260/940] lr: 3.786e-01, eta: 1 day, 1:31:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3083, loss: 3.3083 2020-07-01 22:49:03,272 - mmaction - INFO - Epoch [39][280/940] lr: 3.786e-01, eta: 1 day, 1:31:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5031, loss_cls: 3.4187, loss: 3.4187 2020-07-01 22:49:12,085 - mmaction - INFO - Epoch [39][300/940] lr: 3.786e-01, eta: 1 day, 1:30:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2949, loss: 3.2949 2020-07-01 22:49:20,899 - mmaction - INFO - Epoch [39][320/940] lr: 3.786e-01, eta: 1 day, 1:30:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4174, loss: 3.4174 2020-07-01 22:49:29,870 - mmaction - INFO - Epoch [39][340/940] lr: 3.786e-01, eta: 1 day, 1:30:39, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.4450, loss: 3.4450 2020-07-01 22:49:38,807 - mmaction - INFO - Epoch [39][360/940] lr: 3.786e-01, eta: 1 day, 1:30:30, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3245, loss: 3.3245 2020-07-01 22:49:47,596 - mmaction - INFO - Epoch [39][380/940] lr: 3.786e-01, eta: 1 day, 1:30:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.4212, loss: 3.4212 2020-07-01 22:49:56,772 - mmaction - INFO - Epoch [39][400/940] lr: 3.786e-01, eta: 1 day, 1:30:12, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4293, loss: 3.4293 2020-07-01 22:50:05,594 - mmaction - INFO - Epoch [39][420/940] lr: 3.786e-01, eta: 1 day, 1:30:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1821, loss: 3.1821 2020-07-01 22:50:14,378 - mmaction - INFO - Epoch [39][440/940] lr: 3.786e-01, eta: 1 day, 1:29:52, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.4117, loss: 3.4117 2020-07-01 22:50:23,198 - mmaction - INFO - Epoch [39][460/940] lr: 3.786e-01, eta: 1 day, 1:29:42, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.5302, loss: 3.5302 2020-07-01 22:50:32,051 - mmaction - INFO - Epoch [39][480/940] lr: 3.786e-01, eta: 1 day, 1:29:32, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4716, loss: 3.4716 2020-07-01 22:50:40,884 - mmaction - INFO - Epoch [39][500/940] lr: 3.786e-01, eta: 1 day, 1:29:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.4285, loss: 3.4285 2020-07-01 22:50:49,676 - mmaction - INFO - Epoch [39][520/940] lr: 3.786e-01, eta: 1 day, 1:29:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2630, loss: 3.2630 2020-07-01 22:50:58,524 - mmaction - INFO - Epoch [39][540/940] lr: 3.786e-01, eta: 1 day, 1:29:03, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.2859, loss: 3.2859 2020-07-01 22:51:07,295 - mmaction - INFO - Epoch [39][560/940] lr: 3.786e-01, eta: 1 day, 1:28:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2044, loss: 3.2044 2020-07-01 22:51:16,180 - mmaction - INFO - Epoch [39][580/940] lr: 3.786e-01, eta: 1 day, 1:28:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2306, loss: 3.2306 2020-07-01 22:51:25,174 - mmaction - INFO - Epoch [39][600/940] lr: 3.786e-01, eta: 1 day, 1:28:34, time: 0.450, data_time: 0.008, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4541, loss: 3.4541 2020-07-01 22:51:33,986 - mmaction - INFO - Epoch [39][620/940] lr: 3.786e-01, eta: 1 day, 1:28:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.5250, loss_cls: 3.5193, loss: 3.5193 2020-07-01 22:51:42,828 - mmaction - INFO - Epoch [39][640/940] lr: 3.786e-01, eta: 1 day, 1:28:15, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5625, loss_cls: 3.2473, loss: 3.2473 2020-07-01 22:51:51,659 - mmaction - INFO - Epoch [39][660/940] lr: 3.786e-01, eta: 1 day, 1:28:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.3019, loss: 3.3019 2020-07-01 22:52:00,464 - mmaction - INFO - Epoch [39][680/940] lr: 3.786e-01, eta: 1 day, 1:27:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1820, loss: 3.1820 2020-07-01 22:52:09,257 - mmaction - INFO - Epoch [39][700/940] lr: 3.786e-01, eta: 1 day, 1:27:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.4588, loss: 3.4588 2020-07-01 22:52:18,087 - mmaction - INFO - Epoch [39][720/940] lr: 3.786e-01, eta: 1 day, 1:27:35, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2374, loss: 3.2374 2020-07-01 22:52:26,971 - mmaction - INFO - Epoch [39][740/940] lr: 3.786e-01, eta: 1 day, 1:27:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4835, loss: 3.4835 2020-07-01 22:52:35,864 - mmaction - INFO - Epoch [39][760/940] lr: 3.786e-01, eta: 1 day, 1:27:16, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.5091, loss: 3.5091 2020-07-01 22:52:44,747 - mmaction - INFO - Epoch [39][780/940] lr: 3.786e-01, eta: 1 day, 1:27:06, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3239, loss: 3.3239 2020-07-01 22:52:53,541 - mmaction - INFO - Epoch [39][800/940] lr: 3.786e-01, eta: 1 day, 1:26:57, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2529, loss: 3.2529 2020-07-01 22:53:02,373 - mmaction - INFO - Epoch [39][820/940] lr: 3.786e-01, eta: 1 day, 1:26:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5437, loss_cls: 3.2537, loss: 3.2537 2020-07-01 22:53:11,168 - mmaction - INFO - Epoch [39][840/940] lr: 3.786e-01, eta: 1 day, 1:26:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.5533, loss: 3.5533 2020-07-01 22:53:20,011 - mmaction - INFO - Epoch [39][860/940] lr: 3.786e-01, eta: 1 day, 1:26:27, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.4353, loss: 3.4353 2020-07-01 22:53:28,812 - mmaction - INFO - Epoch [39][880/940] lr: 3.786e-01, eta: 1 day, 1:26:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3199, loss: 3.3199 2020-07-01 22:53:37,613 - mmaction - INFO - Epoch [39][900/940] lr: 3.786e-01, eta: 1 day, 1:26:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.3799, loss: 3.3799 2020-07-01 22:53:46,425 - mmaction - INFO - Epoch [39][920/940] lr: 3.786e-01, eta: 1 day, 1:25:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.4973, loss: 3.4973 2020-07-01 22:53:55,032 - mmaction - INFO - Epoch [39][940/940] lr: 3.786e-01, eta: 1 day, 1:25:46, time: 0.430, data_time: 0.012, memory: 6328, top1_acc: 0.2792, top5_acc: 0.5325, loss_cls: 3.2801, loss: 3.2801 2020-07-01 22:54:09,980 - mmaction - INFO - Epoch [40][20/940] lr: 3.775e-01, eta: 1 day, 1:26:08, time: 0.730, data_time: 0.272, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.4566, loss: 3.4566 2020-07-01 22:54:18,885 - mmaction - INFO - Epoch [40][40/940] lr: 3.775e-01, eta: 1 day, 1:25:59, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3123, loss: 3.3123 2020-07-01 22:54:27,742 - mmaction - INFO - Epoch [40][60/940] lr: 3.775e-01, eta: 1 day, 1:25:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4081, loss: 3.4081 2020-07-01 22:54:36,639 - mmaction - INFO - Epoch [40][80/940] lr: 3.775e-01, eta: 1 day, 1:25:40, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.2334, loss: 3.2334 2020-07-01 22:54:45,523 - mmaction - INFO - Epoch [40][100/940] lr: 3.775e-01, eta: 1 day, 1:25:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2542, loss: 3.2542 2020-07-01 22:54:54,362 - mmaction - INFO - Epoch [40][120/940] lr: 3.775e-01, eta: 1 day, 1:25:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4594, loss: 3.4594 2020-07-01 22:55:03,151 - mmaction - INFO - Epoch [40][140/940] lr: 3.775e-01, eta: 1 day, 1:25:11, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.3113, loss: 3.3113 2020-07-01 22:55:11,933 - mmaction - INFO - Epoch [40][160/940] lr: 3.775e-01, eta: 1 day, 1:25:01, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.2717, loss: 3.2717 2020-07-01 22:55:20,745 - mmaction - INFO - Epoch [40][180/940] lr: 3.775e-01, eta: 1 day, 1:24:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.4178, loss: 3.4178 2020-07-01 22:55:29,697 - mmaction - INFO - Epoch [40][200/940] lr: 3.775e-01, eta: 1 day, 1:24:42, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3143, loss: 3.3143 2020-07-01 22:55:38,487 - mmaction - INFO - Epoch [40][220/940] lr: 3.775e-01, eta: 1 day, 1:24:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2902, loss: 3.2902 2020-07-01 22:55:47,301 - mmaction - INFO - Epoch [40][240/940] lr: 3.775e-01, eta: 1 day, 1:24:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5062, loss_cls: 3.4492, loss: 3.4492 2020-07-01 22:55:56,174 - mmaction - INFO - Epoch [40][260/940] lr: 3.775e-01, eta: 1 day, 1:24:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5687, loss_cls: 3.2831, loss: 3.2831 2020-07-01 22:56:04,963 - mmaction - INFO - Epoch [40][280/940] lr: 3.775e-01, eta: 1 day, 1:24:02, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.0871, loss: 3.0871 2020-07-01 22:56:13,794 - mmaction - INFO - Epoch [40][300/940] lr: 3.775e-01, eta: 1 day, 1:23:52, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.4174, loss: 3.4174 2020-07-01 22:56:22,721 - mmaction - INFO - Epoch [40][320/940] lr: 3.775e-01, eta: 1 day, 1:23:43, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2104, loss: 3.2104 2020-07-01 22:56:31,548 - mmaction - INFO - Epoch [40][340/940] lr: 3.775e-01, eta: 1 day, 1:23:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4844, loss_cls: 3.5093, loss: 3.5093 2020-07-01 22:56:40,399 - mmaction - INFO - Epoch [40][360/940] lr: 3.775e-01, eta: 1 day, 1:23:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.4322, loss: 3.4322 2020-07-01 22:56:49,206 - mmaction - INFO - Epoch [40][380/940] lr: 3.775e-01, eta: 1 day, 1:23:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2934, loss: 3.2934 2020-07-01 22:56:58,036 - mmaction - INFO - Epoch [40][400/940] lr: 3.775e-01, eta: 1 day, 1:23:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.4926, loss: 3.4926 2020-07-01 22:57:07,047 - mmaction - INFO - Epoch [40][420/940] lr: 3.775e-01, eta: 1 day, 1:22:55, time: 0.451, data_time: 0.011, memory: 6328, top1_acc: 0.2125, top5_acc: 0.5344, loss_cls: 3.3096, loss: 3.3096 2020-07-01 22:57:15,928 - mmaction - INFO - Epoch [40][440/940] lr: 3.775e-01, eta: 1 day, 1:22:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5000, loss_cls: 3.5360, loss: 3.5360 2020-07-01 22:57:24,781 - mmaction - INFO - Epoch [40][460/940] lr: 3.775e-01, eta: 1 day, 1:22:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5188, loss_cls: 3.4552, loss: 3.4552 2020-07-01 22:57:33,614 - mmaction - INFO - Epoch [40][480/940] lr: 3.775e-01, eta: 1 day, 1:22:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.3371, loss: 3.3371 2020-07-01 22:57:42,373 - mmaction - INFO - Epoch [40][500/940] lr: 3.775e-01, eta: 1 day, 1:22:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.3289, loss: 3.3289 2020-07-01 22:57:51,236 - mmaction - INFO - Epoch [40][520/940] lr: 3.775e-01, eta: 1 day, 1:22:06, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5188, loss_cls: 3.3863, loss: 3.3863 2020-07-01 22:58:00,018 - mmaction - INFO - Epoch [40][540/940] lr: 3.775e-01, eta: 1 day, 1:21:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3688, loss: 3.3688 2020-07-01 22:58:08,843 - mmaction - INFO - Epoch [40][560/940] lr: 3.775e-01, eta: 1 day, 1:21:46, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3980, loss: 3.3980 2020-07-01 22:58:17,684 - mmaction - INFO - Epoch [40][580/940] lr: 3.775e-01, eta: 1 day, 1:21:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.1471, loss: 3.1471 2020-07-01 22:58:26,543 - mmaction - INFO - Epoch [40][600/940] lr: 3.775e-01, eta: 1 day, 1:21:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3501, loss: 3.3501 2020-07-01 22:58:35,364 - mmaction - INFO - Epoch [40][620/940] lr: 3.775e-01, eta: 1 day, 1:21:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5312, loss_cls: 3.3900, loss: 3.3900 2020-07-01 22:58:44,144 - mmaction - INFO - Epoch [40][640/940] lr: 3.775e-01, eta: 1 day, 1:21:07, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.3816, loss: 3.3816 2020-07-01 22:58:52,960 - mmaction - INFO - Epoch [40][660/940] lr: 3.775e-01, eta: 1 day, 1:20:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.4015, loss: 3.4015 2020-07-01 22:59:01,721 - mmaction - INFO - Epoch [40][680/940] lr: 3.775e-01, eta: 1 day, 1:20:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.3439, loss: 3.3439 2020-07-01 22:59:10,507 - mmaction - INFO - Epoch [40][700/940] lr: 3.775e-01, eta: 1 day, 1:20:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3804, loss: 3.3804 2020-07-01 22:59:19,376 - mmaction - INFO - Epoch [40][720/940] lr: 3.775e-01, eta: 1 day, 1:20:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4844, loss_cls: 3.5491, loss: 3.5491 2020-07-01 22:59:28,171 - mmaction - INFO - Epoch [40][740/940] lr: 3.775e-01, eta: 1 day, 1:20:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.3006, loss: 3.3006 2020-07-01 22:59:37,021 - mmaction - INFO - Epoch [40][760/940] lr: 3.775e-01, eta: 1 day, 1:20:08, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2219, top5_acc: 0.4750, loss_cls: 3.6725, loss: 3.6725 2020-07-01 22:59:45,900 - mmaction - INFO - Epoch [40][780/940] lr: 3.775e-01, eta: 1 day, 1:19:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.2794, loss: 3.2794 2020-07-01 22:59:54,702 - mmaction - INFO - Epoch [40][800/940] lr: 3.775e-01, eta: 1 day, 1:19:49, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.3207, loss: 3.3207 2020-07-01 23:00:07,661 - mmaction - INFO - Epoch [40][820/940] lr: 3.775e-01, eta: 1 day, 1:20:00, time: 0.635, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.4509, loss: 3.4509 2020-07-01 23:00:18,686 - mmaction - INFO - Epoch [40][840/940] lr: 3.775e-01, eta: 1 day, 1:20:03, time: 0.564, data_time: 0.019, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3210, loss: 3.3210 2020-07-01 23:00:27,668 - mmaction - INFO - Epoch [40][860/940] lr: 3.775e-01, eta: 1 day, 1:19:54, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2848, loss: 3.2848 2020-07-01 23:00:36,489 - mmaction - INFO - Epoch [40][880/940] lr: 3.775e-01, eta: 1 day, 1:19:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.3427, loss: 3.3427 2020-07-01 23:00:45,372 - mmaction - INFO - Epoch [40][900/940] lr: 3.775e-01, eta: 1 day, 1:19:35, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.5279, loss: 3.5279 2020-07-01 23:00:54,198 - mmaction - INFO - Epoch [40][920/940] lr: 3.775e-01, eta: 1 day, 1:19:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.4962, loss: 3.4962 2020-07-01 23:01:02,579 - mmaction - INFO - Epoch [40][940/940] lr: 3.775e-01, eta: 1 day, 1:19:13, time: 0.420, data_time: 0.002, memory: 6328, top1_acc: 0.2565, top5_acc: 0.5032, loss_cls: 3.4029, loss: 3.4029 2020-07-01 23:01:02,922 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-01 23:01:22,850 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 23:01:23,720 - mmaction - INFO - top1_acc 0.3138 top5_acc 0.5864 2020-07-01 23:01:23,720 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 23:01:23,788 - mmaction - INFO - mean_acc 0.3135 2020-07-01 23:01:23,798 - mmaction - INFO - Epoch [40][940/940] lr: 3.775e-01, top1_acc: 0.3138, top5_acc: 0.5864, mean_class_accuracy: 0.3135 2020-07-01 23:01:37,979 - mmaction - INFO - Epoch [41][20/940] lr: 3.764e-01, eta: 1 day, 1:19:32, time: 0.707, data_time: 0.244, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3408, loss: 3.3408 2020-07-01 23:01:46,784 - mmaction - INFO - Epoch [41][40/940] lr: 3.764e-01, eta: 1 day, 1:19:22, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1335, loss: 3.1335 2020-07-01 23:01:55,636 - mmaction - INFO - Epoch [41][60/940] lr: 3.764e-01, eta: 1 day, 1:19:12, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.2458, loss: 3.2458 2020-07-01 23:02:04,536 - mmaction - INFO - Epoch [41][80/940] lr: 3.764e-01, eta: 1 day, 1:19:03, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1700, loss: 3.1700 2020-07-01 23:02:13,370 - mmaction - INFO - Epoch [41][100/940] lr: 3.764e-01, eta: 1 day, 1:18:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5687, loss_cls: 3.3346, loss: 3.3346 2020-07-01 23:02:22,290 - mmaction - INFO - Epoch [41][120/940] lr: 3.764e-01, eta: 1 day, 1:18:44, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.5693, loss: 3.5693 2020-07-01 23:02:31,177 - mmaction - INFO - Epoch [41][140/940] lr: 3.764e-01, eta: 1 day, 1:18:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.3147, loss: 3.3147 2020-07-01 23:02:39,978 - mmaction - INFO - Epoch [41][160/940] lr: 3.764e-01, eta: 1 day, 1:18:24, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.2025, loss: 3.2025 2020-07-01 23:02:48,870 - mmaction - INFO - Epoch [41][180/940] lr: 3.764e-01, eta: 1 day, 1:18:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2560, loss: 3.2560 2020-07-01 23:02:57,713 - mmaction - INFO - Epoch [41][200/940] lr: 3.764e-01, eta: 1 day, 1:18:05, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.4396, loss: 3.4396 2020-07-01 23:03:06,611 - mmaction - INFO - Epoch [41][220/940] lr: 3.764e-01, eta: 1 day, 1:17:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.2659, loss: 3.2659 2020-07-01 23:03:15,476 - mmaction - INFO - Epoch [41][240/940] lr: 3.764e-01, eta: 1 day, 1:17:46, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2154, loss: 3.2154 2020-07-01 23:03:24,402 - mmaction - INFO - Epoch [41][260/940] lr: 3.764e-01, eta: 1 day, 1:17:37, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.2608, loss: 3.2608 2020-07-01 23:03:33,198 - mmaction - INFO - Epoch [41][280/940] lr: 3.764e-01, eta: 1 day, 1:17:27, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4570, loss: 3.4570 2020-07-01 23:03:42,047 - mmaction - INFO - Epoch [41][300/940] lr: 3.764e-01, eta: 1 day, 1:17:17, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5563, loss_cls: 3.3721, loss: 3.3721 2020-07-01 23:03:50,883 - mmaction - INFO - Epoch [41][320/940] lr: 3.764e-01, eta: 1 day, 1:17:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.2924, loss: 3.2924 2020-07-01 23:03:59,699 - mmaction - INFO - Epoch [41][340/940] lr: 3.764e-01, eta: 1 day, 1:16:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2004, loss: 3.2004 2020-07-01 23:04:08,597 - mmaction - INFO - Epoch [41][360/940] lr: 3.764e-01, eta: 1 day, 1:16:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.1951, loss: 3.1951 2020-07-01 23:04:17,503 - mmaction - INFO - Epoch [41][380/940] lr: 3.764e-01, eta: 1 day, 1:16:39, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3358, loss: 3.3358 2020-07-01 23:04:26,317 - mmaction - INFO - Epoch [41][400/940] lr: 3.764e-01, eta: 1 day, 1:16:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.4216, loss: 3.4216 2020-07-01 23:04:35,191 - mmaction - INFO - Epoch [41][420/940] lr: 3.764e-01, eta: 1 day, 1:16:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5311, loss: 3.5311 2020-07-01 23:04:44,026 - mmaction - INFO - Epoch [41][440/940] lr: 3.764e-01, eta: 1 day, 1:16:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.4404, loss: 3.4404 2020-07-01 23:04:52,908 - mmaction - INFO - Epoch [41][460/940] lr: 3.764e-01, eta: 1 day, 1:16:00, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3599, loss: 3.3599 2020-07-01 23:05:01,895 - mmaction - INFO - Epoch [41][480/940] lr: 3.764e-01, eta: 1 day, 1:15:51, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.4501, loss: 3.4501 2020-07-01 23:05:10,696 - mmaction - INFO - Epoch [41][500/940] lr: 3.764e-01, eta: 1 day, 1:15:41, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5532, loss: 3.5532 2020-07-01 23:05:19,498 - mmaction - INFO - Epoch [41][520/940] lr: 3.764e-01, eta: 1 day, 1:15:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.4392, loss: 3.4392 2020-07-01 23:05:28,392 - mmaction - INFO - Epoch [41][540/940] lr: 3.764e-01, eta: 1 day, 1:15:22, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2516, loss: 3.2516 2020-07-01 23:05:37,266 - mmaction - INFO - Epoch [41][560/940] lr: 3.764e-01, eta: 1 day, 1:15:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2896, loss: 3.2896 2020-07-01 23:05:46,516 - mmaction - INFO - Epoch [41][580/940] lr: 3.764e-01, eta: 1 day, 1:15:05, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4906, loss_cls: 3.4190, loss: 3.4190 2020-07-01 23:05:55,373 - mmaction - INFO - Epoch [41][600/940] lr: 3.764e-01, eta: 1 day, 1:14:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2365, loss: 3.2365 2020-07-01 23:06:04,286 - mmaction - INFO - Epoch [41][620/940] lr: 3.764e-01, eta: 1 day, 1:14:46, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5531, loss_cls: 3.3751, loss: 3.3751 2020-07-01 23:06:13,255 - mmaction - INFO - Epoch [41][640/940] lr: 3.764e-01, eta: 1 day, 1:14:37, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5250, loss_cls: 3.4264, loss: 3.4264 2020-07-01 23:06:22,055 - mmaction - INFO - Epoch [41][660/940] lr: 3.764e-01, eta: 1 day, 1:14:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.3714, loss: 3.3714 2020-07-01 23:06:30,934 - mmaction - INFO - Epoch [41][680/940] lr: 3.764e-01, eta: 1 day, 1:14:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.3647, loss: 3.3647 2020-07-01 23:06:39,815 - mmaction - INFO - Epoch [41][700/940] lr: 3.764e-01, eta: 1 day, 1:14:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.4388, loss: 3.4388 2020-07-01 23:06:48,726 - mmaction - INFO - Epoch [41][720/940] lr: 3.764e-01, eta: 1 day, 1:13:59, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1143, loss: 3.1143 2020-07-01 23:06:57,511 - mmaction - INFO - Epoch [41][740/940] lr: 3.764e-01, eta: 1 day, 1:13:49, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.5072, loss: 3.5072 2020-07-01 23:07:06,303 - mmaction - INFO - Epoch [41][760/940] lr: 3.764e-01, eta: 1 day, 1:13:39, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4959, loss: 3.4959 2020-07-01 23:07:15,150 - mmaction - INFO - Epoch [41][780/940] lr: 3.764e-01, eta: 1 day, 1:13:29, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5031, loss_cls: 3.4209, loss: 3.4209 2020-07-01 23:07:23,955 - mmaction - INFO - Epoch [41][800/940] lr: 3.764e-01, eta: 1 day, 1:13:19, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4372, loss: 3.4372 2020-07-01 23:07:33,426 - mmaction - INFO - Epoch [41][820/940] lr: 3.764e-01, eta: 1 day, 1:13:13, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.1972, loss: 3.1972 2020-07-01 23:07:42,230 - mmaction - INFO - Epoch [41][840/940] lr: 3.764e-01, eta: 1 day, 1:13:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1915, loss: 3.1915 2020-07-01 23:07:51,185 - mmaction - INFO - Epoch [41][860/940] lr: 3.764e-01, eta: 1 day, 1:12:54, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.3270, loss: 3.3270 2020-07-01 23:08:00,066 - mmaction - INFO - Epoch [41][880/940] lr: 3.764e-01, eta: 1 day, 1:12:44, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5188, loss_cls: 3.2435, loss: 3.2435 2020-07-01 23:08:08,891 - mmaction - INFO - Epoch [41][900/940] lr: 3.764e-01, eta: 1 day, 1:12:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.4307, loss: 3.4307 2020-07-01 23:08:17,679 - mmaction - INFO - Epoch [41][920/940] lr: 3.764e-01, eta: 1 day, 1:12:24, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3664, loss: 3.3664 2020-07-01 23:08:26,097 - mmaction - INFO - Epoch [41][940/940] lr: 3.764e-01, eta: 1 day, 1:12:12, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.2403, top5_acc: 0.5422, loss_cls: 3.4390, loss: 3.4390 2020-07-01 23:08:40,975 - mmaction - INFO - Epoch [42][20/940] lr: 3.752e-01, eta: 1 day, 1:12:33, time: 0.727, data_time: 0.284, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.2858, loss: 3.2858 2020-07-01 23:08:49,848 - mmaction - INFO - Epoch [42][40/940] lr: 3.752e-01, eta: 1 day, 1:12:23, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4313, loss: 3.4313 2020-07-01 23:08:58,691 - mmaction - INFO - Epoch [42][60/940] lr: 3.752e-01, eta: 1 day, 1:12:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3018, loss: 3.3018 2020-07-01 23:09:07,598 - mmaction - INFO - Epoch [42][80/940] lr: 3.752e-01, eta: 1 day, 1:12:04, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5062, loss_cls: 3.4570, loss: 3.4570 2020-07-01 23:09:16,407 - mmaction - INFO - Epoch [42][100/940] lr: 3.752e-01, eta: 1 day, 1:11:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.1518, loss: 3.1518 2020-07-01 23:09:25,198 - mmaction - INFO - Epoch [42][120/940] lr: 3.752e-01, eta: 1 day, 1:11:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3315, loss: 3.3315 2020-07-01 23:09:34,059 - mmaction - INFO - Epoch [42][140/940] lr: 3.752e-01, eta: 1 day, 1:11:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2456, loss: 3.2456 2020-07-01 23:09:43,486 - mmaction - INFO - Epoch [42][160/940] lr: 3.752e-01, eta: 1 day, 1:11:28, time: 0.471, data_time: 0.012, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2699, loss: 3.2699 2020-07-01 23:09:52,429 - mmaction - INFO - Epoch [42][180/940] lr: 3.752e-01, eta: 1 day, 1:11:19, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1139, loss: 3.1139 2020-07-01 23:10:01,291 - mmaction - INFO - Epoch [42][200/940] lr: 3.752e-01, eta: 1 day, 1:11:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3205, loss: 3.3205 2020-07-01 23:10:10,175 - mmaction - INFO - Epoch [42][220/940] lr: 3.752e-01, eta: 1 day, 1:10:59, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1866, loss: 3.1866 2020-07-01 23:10:19,135 - mmaction - INFO - Epoch [42][240/940] lr: 3.752e-01, eta: 1 day, 1:10:50, time: 0.447, data_time: 0.006, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5844, loss_cls: 3.1401, loss: 3.1401 2020-07-01 23:10:27,976 - mmaction - INFO - Epoch [42][260/940] lr: 3.752e-01, eta: 1 day, 1:10:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1340, loss: 3.1340 2020-07-01 23:10:36,923 - mmaction - INFO - Epoch [42][280/940] lr: 3.752e-01, eta: 1 day, 1:10:31, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.3202, loss: 3.3202 2020-07-01 23:10:45,774 - mmaction - INFO - Epoch [42][300/940] lr: 3.752e-01, eta: 1 day, 1:10:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1310, loss: 3.1310 2020-07-01 23:10:54,657 - mmaction - INFO - Epoch [42][320/940] lr: 3.752e-01, eta: 1 day, 1:10:12, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1770, loss: 3.1770 2020-07-01 23:11:03,507 - mmaction - INFO - Epoch [42][340/940] lr: 3.752e-01, eta: 1 day, 1:10:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2057, loss: 3.2057 2020-07-01 23:11:12,390 - mmaction - INFO - Epoch [42][360/940] lr: 3.752e-01, eta: 1 day, 1:09:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4280, loss: 3.4280 2020-07-01 23:11:21,234 - mmaction - INFO - Epoch [42][380/940] lr: 3.752e-01, eta: 1 day, 1:09:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3434, loss: 3.3434 2020-07-01 23:11:30,180 - mmaction - INFO - Epoch [42][400/940] lr: 3.752e-01, eta: 1 day, 1:09:34, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2241, loss: 3.2241 2020-07-01 23:11:39,487 - mmaction - INFO - Epoch [42][420/940] lr: 3.752e-01, eta: 1 day, 1:09:27, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3310, loss: 3.3310 2020-07-01 23:11:48,275 - mmaction - INFO - Epoch [42][440/940] lr: 3.752e-01, eta: 1 day, 1:09:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5062, loss_cls: 3.4845, loss: 3.4845 2020-07-01 23:11:57,118 - mmaction - INFO - Epoch [42][460/940] lr: 3.752e-01, eta: 1 day, 1:09:07, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.4314, loss: 3.4314 2020-07-01 23:12:06,083 - mmaction - INFO - Epoch [42][480/940] lr: 3.752e-01, eta: 1 day, 1:08:58, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.3331, loss: 3.3331 2020-07-01 23:12:14,937 - mmaction - INFO - Epoch [42][500/940] lr: 3.752e-01, eta: 1 day, 1:08:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5312, loss_cls: 3.3929, loss: 3.3929 2020-07-01 23:12:23,785 - mmaction - INFO - Epoch [42][520/940] lr: 3.752e-01, eta: 1 day, 1:08:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5250, loss_cls: 3.4527, loss: 3.4527 2020-07-01 23:12:32,796 - mmaction - INFO - Epoch [42][540/940] lr: 3.752e-01, eta: 1 day, 1:08:30, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4707, loss: 3.4707 2020-07-01 23:12:41,612 - mmaction - INFO - Epoch [42][560/940] lr: 3.752e-01, eta: 1 day, 1:08:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4984, loss: 3.4984 2020-07-01 23:12:50,858 - mmaction - INFO - Epoch [42][580/940] lr: 3.752e-01, eta: 1 day, 1:08:13, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.2975, loss: 3.2975 2020-07-01 23:12:59,680 - mmaction - INFO - Epoch [42][600/940] lr: 3.752e-01, eta: 1 day, 1:08:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1765, loss: 3.1765 2020-07-01 23:13:08,557 - mmaction - INFO - Epoch [42][620/940] lr: 3.752e-01, eta: 1 day, 1:07:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.3501, loss: 3.3501 2020-07-01 23:13:17,363 - mmaction - INFO - Epoch [42][640/940] lr: 3.752e-01, eta: 1 day, 1:07:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3056, loss: 3.3056 2020-07-01 23:13:26,170 - mmaction - INFO - Epoch [42][660/940] lr: 3.752e-01, eta: 1 day, 1:07:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.2987, loss: 3.2987 2020-07-01 23:13:35,072 - mmaction - INFO - Epoch [42][680/940] lr: 3.752e-01, eta: 1 day, 1:07:24, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.3814, loss: 3.3814 2020-07-01 23:13:43,931 - mmaction - INFO - Epoch [42][700/940] lr: 3.752e-01, eta: 1 day, 1:07:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.4018, loss: 3.4018 2020-07-01 23:13:52,746 - mmaction - INFO - Epoch [42][720/940] lr: 3.752e-01, eta: 1 day, 1:07:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.4346, loss: 3.4346 2020-07-01 23:14:02,221 - mmaction - INFO - Epoch [42][740/940] lr: 3.752e-01, eta: 1 day, 1:06:58, time: 0.474, data_time: 0.000, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.6628, loss: 3.6628 2020-07-01 23:14:11,008 - mmaction - INFO - Epoch [42][760/940] lr: 3.752e-01, eta: 1 day, 1:06:48, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.4811, loss: 3.4811 2020-07-01 23:14:20,166 - mmaction - INFO - Epoch [42][780/940] lr: 3.752e-01, eta: 1 day, 1:06:40, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5375, loss_cls: 3.3609, loss: 3.3609 2020-07-01 23:14:28,955 - mmaction - INFO - Epoch [42][800/940] lr: 3.752e-01, eta: 1 day, 1:06:30, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5312, loss_cls: 3.4585, loss: 3.4585 2020-07-01 23:14:37,734 - mmaction - INFO - Epoch [42][820/940] lr: 3.752e-01, eta: 1 day, 1:06:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5094, loss_cls: 3.4382, loss: 3.4382 2020-07-01 23:14:46,510 - mmaction - INFO - Epoch [42][840/940] lr: 3.752e-01, eta: 1 day, 1:06:10, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2758, loss: 3.2758 2020-07-01 23:14:55,419 - mmaction - INFO - Epoch [42][860/940] lr: 3.752e-01, eta: 1 day, 1:06:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.5042, loss: 3.5042 2020-07-01 23:15:04,268 - mmaction - INFO - Epoch [42][880/940] lr: 3.752e-01, eta: 1 day, 1:05:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.4037, loss: 3.4037 2020-07-01 23:15:13,139 - mmaction - INFO - Epoch [42][900/940] lr: 3.752e-01, eta: 1 day, 1:05:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.3828, loss: 3.3828 2020-07-01 23:15:22,026 - mmaction - INFO - Epoch [42][920/940] lr: 3.752e-01, eta: 1 day, 1:05:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.2994, loss: 3.2994 2020-07-01 23:15:30,494 - mmaction - INFO - Epoch [42][940/940] lr: 3.752e-01, eta: 1 day, 1:05:21, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3279, top5_acc: 0.6039, loss_cls: 3.0810, loss: 3.0810 2020-07-01 23:15:44,903 - mmaction - INFO - Epoch [43][20/940] lr: 3.740e-01, eta: 1 day, 1:05:38, time: 0.704, data_time: 0.260, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.1629, loss: 3.1629 2020-07-01 23:15:53,743 - mmaction - INFO - Epoch [43][40/940] lr: 3.740e-01, eta: 1 day, 1:05:28, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4813, loss_cls: 3.5006, loss: 3.5006 2020-07-01 23:16:02,995 - mmaction - INFO - Epoch [43][60/940] lr: 3.740e-01, eta: 1 day, 1:05:20, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.3104, loss: 3.3104 2020-07-01 23:16:11,880 - mmaction - INFO - Epoch [43][80/940] lr: 3.740e-01, eta: 1 day, 1:05:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3652, loss: 3.3652 2020-07-01 23:16:20,708 - mmaction - INFO - Epoch [43][100/940] lr: 3.740e-01, eta: 1 day, 1:05:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.1764, loss: 3.1764 2020-07-01 23:16:29,576 - mmaction - INFO - Epoch [43][120/940] lr: 3.740e-01, eta: 1 day, 1:04:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3057, loss: 3.3057 2020-07-01 23:16:38,373 - mmaction - INFO - Epoch [43][140/940] lr: 3.740e-01, eta: 1 day, 1:04:42, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.2852, loss: 3.2852 2020-07-01 23:16:47,266 - mmaction - INFO - Epoch [43][160/940] lr: 3.740e-01, eta: 1 day, 1:04:32, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.1795, loss: 3.1795 2020-07-01 23:16:56,106 - mmaction - INFO - Epoch [43][180/940] lr: 3.740e-01, eta: 1 day, 1:04:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.2172, loss: 3.2172 2020-07-01 23:17:05,011 - mmaction - INFO - Epoch [43][200/940] lr: 3.740e-01, eta: 1 day, 1:04:13, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3715, loss: 3.3715 2020-07-01 23:17:13,868 - mmaction - INFO - Epoch [43][220/940] lr: 3.740e-01, eta: 1 day, 1:04:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2568, loss: 3.2568 2020-07-01 23:17:22,760 - mmaction - INFO - Epoch [43][240/940] lr: 3.740e-01, eta: 1 day, 1:03:54, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2718, loss: 3.2718 2020-07-01 23:17:31,583 - mmaction - INFO - Epoch [43][260/940] lr: 3.740e-01, eta: 1 day, 1:03:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2498, loss: 3.2498 2020-07-01 23:17:40,426 - mmaction - INFO - Epoch [43][280/940] lr: 3.740e-01, eta: 1 day, 1:03:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5219, loss_cls: 3.2192, loss: 3.2192 2020-07-01 23:17:49,247 - mmaction - INFO - Epoch [43][300/940] lr: 3.740e-01, eta: 1 day, 1:03:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.3328, loss: 3.3328 2020-07-01 23:17:58,074 - mmaction - INFO - Epoch [43][320/940] lr: 3.740e-01, eta: 1 day, 1:03:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.3925, loss: 3.3925 2020-07-01 23:18:06,911 - mmaction - INFO - Epoch [43][340/940] lr: 3.740e-01, eta: 1 day, 1:03:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2870, loss: 3.2870 2020-07-01 23:18:15,639 - mmaction - INFO - Epoch [43][360/940] lr: 3.740e-01, eta: 1 day, 1:02:55, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3299, loss: 3.3299 2020-07-01 23:18:24,470 - mmaction - INFO - Epoch [43][380/940] lr: 3.740e-01, eta: 1 day, 1:02:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.3078, loss: 3.3078 2020-07-01 23:18:33,320 - mmaction - INFO - Epoch [43][400/940] lr: 3.740e-01, eta: 1 day, 1:02:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.3392, loss: 3.3392 2020-07-01 23:18:42,199 - mmaction - INFO - Epoch [43][420/940] lr: 3.740e-01, eta: 1 day, 1:02:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2420, loss: 3.2420 2020-07-01 23:18:51,099 - mmaction - INFO - Epoch [43][440/940] lr: 3.740e-01, eta: 1 day, 1:02:17, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4641, loss: 3.4641 2020-07-01 23:18:59,981 - mmaction - INFO - Epoch [43][460/940] lr: 3.740e-01, eta: 1 day, 1:02:07, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5125, loss_cls: 3.4357, loss: 3.4357 2020-07-01 23:19:08,851 - mmaction - INFO - Epoch [43][480/940] lr: 3.740e-01, eta: 1 day, 1:01:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3716, loss: 3.3716 2020-07-01 23:19:17,673 - mmaction - INFO - Epoch [43][500/940] lr: 3.740e-01, eta: 1 day, 1:01:48, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.3171, loss: 3.3171 2020-07-01 23:19:26,490 - mmaction - INFO - Epoch [43][520/940] lr: 3.740e-01, eta: 1 day, 1:01:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5674, loss: 3.5674 2020-07-01 23:19:35,313 - mmaction - INFO - Epoch [43][540/940] lr: 3.740e-01, eta: 1 day, 1:01:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3599, loss: 3.3599 2020-07-01 23:19:44,143 - mmaction - INFO - Epoch [43][560/940] lr: 3.740e-01, eta: 1 day, 1:01:19, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2262, loss: 3.2262 2020-07-01 23:19:52,998 - mmaction - INFO - Epoch [43][580/940] lr: 3.740e-01, eta: 1 day, 1:01:09, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.3284, loss: 3.3284 2020-07-01 23:20:01,815 - mmaction - INFO - Epoch [43][600/940] lr: 3.740e-01, eta: 1 day, 1:00:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.4565, loss: 3.4565 2020-07-01 23:20:10,641 - mmaction - INFO - Epoch [43][620/940] lr: 3.740e-01, eta: 1 day, 1:00:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3753, loss: 3.3753 2020-07-01 23:20:19,527 - mmaction - INFO - Epoch [43][640/940] lr: 3.740e-01, eta: 1 day, 1:00:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.3714, loss: 3.3714 2020-07-01 23:20:28,420 - mmaction - INFO - Epoch [43][660/940] lr: 3.740e-01, eta: 1 day, 1:00:31, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2538, loss: 3.2538 2020-07-01 23:20:37,252 - mmaction - INFO - Epoch [43][680/940] lr: 3.740e-01, eta: 1 day, 1:00:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2516, loss: 3.2516 2020-07-01 23:20:46,060 - mmaction - INFO - Epoch [43][700/940] lr: 3.740e-01, eta: 1 day, 1:00:11, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2122, loss: 3.2122 2020-07-01 23:20:54,857 - mmaction - INFO - Epoch [43][720/940] lr: 3.740e-01, eta: 1 day, 1:00:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4473, loss: 3.4473 2020-07-01 23:21:03,683 - mmaction - INFO - Epoch [43][740/940] lr: 3.740e-01, eta: 1 day, 0:59:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3217, loss: 3.3217 2020-07-01 23:21:12,525 - mmaction - INFO - Epoch [43][760/940] lr: 3.740e-01, eta: 1 day, 0:59:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2286, loss: 3.2286 2020-07-01 23:21:21,351 - mmaction - INFO - Epoch [43][780/940] lr: 3.740e-01, eta: 1 day, 0:59:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2567, loss: 3.2567 2020-07-01 23:21:30,575 - mmaction - INFO - Epoch [43][800/940] lr: 3.740e-01, eta: 1 day, 0:59:24, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.2711, loss: 3.2711 2020-07-01 23:21:39,425 - mmaction - INFO - Epoch [43][820/940] lr: 3.740e-01, eta: 1 day, 0:59:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5500, loss_cls: 3.1907, loss: 3.1907 2020-07-01 23:21:48,241 - mmaction - INFO - Epoch [43][840/940] lr: 3.740e-01, eta: 1 day, 0:59:05, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1528, loss: 3.1528 2020-07-01 23:21:57,241 - mmaction - INFO - Epoch [43][860/940] lr: 3.740e-01, eta: 1 day, 0:58:56, time: 0.450, data_time: 0.000, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.4874, loss: 3.4874 2020-07-01 23:22:06,011 - mmaction - INFO - Epoch [43][880/940] lr: 3.740e-01, eta: 1 day, 0:58:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.1693, loss: 3.1693 2020-07-01 23:22:14,847 - mmaction - INFO - Epoch [43][900/940] lr: 3.740e-01, eta: 1 day, 0:58:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2717, loss: 3.2717 2020-07-01 23:22:23,598 - mmaction - INFO - Epoch [43][920/940] lr: 3.740e-01, eta: 1 day, 0:58:26, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.5297, loss: 3.5297 2020-07-01 23:22:32,031 - mmaction - INFO - Epoch [43][940/940] lr: 3.740e-01, eta: 1 day, 0:58:14, time: 0.421, data_time: 0.000, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5325, loss_cls: 3.2883, loss: 3.2883 2020-07-01 23:22:46,658 - mmaction - INFO - Epoch [44][20/940] lr: 3.728e-01, eta: 1 day, 0:58:32, time: 0.714, data_time: 0.268, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.4575, loss: 3.4575 2020-07-01 23:22:55,507 - mmaction - INFO - Epoch [44][40/940] lr: 3.728e-01, eta: 1 day, 0:58:22, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.2255, loss: 3.2255 2020-07-01 23:23:04,477 - mmaction - INFO - Epoch [44][60/940] lr: 3.728e-01, eta: 1 day, 0:58:13, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.3822, loss: 3.3822 2020-07-01 23:23:13,297 - mmaction - INFO - Epoch [44][80/940] lr: 3.728e-01, eta: 1 day, 0:58:03, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2645, loss: 3.2645 2020-07-01 23:23:22,157 - mmaction - INFO - Epoch [44][100/940] lr: 3.728e-01, eta: 1 day, 0:57:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3206, loss: 3.3206 2020-07-01 23:23:31,029 - mmaction - INFO - Epoch [44][120/940] lr: 3.728e-01, eta: 1 day, 0:57:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1273, loss: 3.1273 2020-07-01 23:23:39,846 - mmaction - INFO - Epoch [44][140/940] lr: 3.728e-01, eta: 1 day, 0:57:34, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.3440, loss: 3.3440 2020-07-01 23:23:48,661 - mmaction - INFO - Epoch [44][160/940] lr: 3.728e-01, eta: 1 day, 0:57:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1654, loss: 3.1654 2020-07-01 23:23:57,499 - mmaction - INFO - Epoch [44][180/940] lr: 3.728e-01, eta: 1 day, 0:57:15, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5219, loss_cls: 3.4213, loss: 3.4213 2020-07-01 23:24:06,303 - mmaction - INFO - Epoch [44][200/940] lr: 3.728e-01, eta: 1 day, 0:57:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3267, loss: 3.3267 2020-07-01 23:24:15,172 - mmaction - INFO - Epoch [44][220/940] lr: 3.728e-01, eta: 1 day, 0:56:55, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1433, loss: 3.1433 2020-07-01 23:24:24,067 - mmaction - INFO - Epoch [44][240/940] lr: 3.728e-01, eta: 1 day, 0:56:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.2811, loss: 3.2811 2020-07-01 23:24:32,939 - mmaction - INFO - Epoch [44][260/940] lr: 3.728e-01, eta: 1 day, 0:56:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.2201, loss: 3.2201 2020-07-01 23:24:41,771 - mmaction - INFO - Epoch [44][280/940] lr: 3.728e-01, eta: 1 day, 0:56:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3029, loss: 3.3029 2020-07-01 23:24:50,593 - mmaction - INFO - Epoch [44][300/940] lr: 3.728e-01, eta: 1 day, 0:56:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.4726, loss: 3.4726 2020-07-01 23:24:59,840 - mmaction - INFO - Epoch [44][320/940] lr: 3.728e-01, eta: 1 day, 0:56:09, time: 0.461, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.3738, loss: 3.3738 2020-07-01 23:25:08,687 - mmaction - INFO - Epoch [44][340/940] lr: 3.728e-01, eta: 1 day, 0:56:00, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.5107, loss: 3.5107 2020-07-01 23:25:17,541 - mmaction - INFO - Epoch [44][360/940] lr: 3.728e-01, eta: 1 day, 0:55:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5188, loss_cls: 3.3422, loss: 3.3422 2020-07-01 23:25:26,383 - mmaction - INFO - Epoch [44][380/940] lr: 3.728e-01, eta: 1 day, 0:55:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2235, loss: 3.2235 2020-07-01 23:25:35,196 - mmaction - INFO - Epoch [44][400/940] lr: 3.728e-01, eta: 1 day, 0:55:31, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1966, loss: 3.1966 2020-07-01 23:25:44,113 - mmaction - INFO - Epoch [44][420/940] lr: 3.728e-01, eta: 1 day, 0:55:21, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2338, loss: 3.2338 2020-07-01 23:25:52,901 - mmaction - INFO - Epoch [44][440/940] lr: 3.728e-01, eta: 1 day, 0:55:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.2331, loss: 3.2331 2020-07-01 23:26:01,770 - mmaction - INFO - Epoch [44][460/940] lr: 3.728e-01, eta: 1 day, 0:55:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.4925, loss: 3.4925 2020-07-01 23:26:10,575 - mmaction - INFO - Epoch [44][480/940] lr: 3.728e-01, eta: 1 day, 0:54:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.5485, loss: 3.5485 2020-07-01 23:26:19,434 - mmaction - INFO - Epoch [44][500/940] lr: 3.728e-01, eta: 1 day, 0:54:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.4013, loss: 3.4013 2020-07-01 23:26:28,276 - mmaction - INFO - Epoch [44][520/940] lr: 3.728e-01, eta: 1 day, 0:54:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3417, loss: 3.3417 2020-07-01 23:26:37,078 - mmaction - INFO - Epoch [44][540/940] lr: 3.728e-01, eta: 1 day, 0:54:23, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4807, loss: 3.4807 2020-07-01 23:26:46,391 - mmaction - INFO - Epoch [44][560/940] lr: 3.728e-01, eta: 1 day, 0:54:15, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4825, loss: 3.4825 2020-07-01 23:26:55,223 - mmaction - INFO - Epoch [44][580/940] lr: 3.728e-01, eta: 1 day, 0:54:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5375, loss_cls: 3.3027, loss: 3.3027 2020-07-01 23:27:04,098 - mmaction - INFO - Epoch [44][600/940] lr: 3.728e-01, eta: 1 day, 0:53:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.3428, loss: 3.3428 2020-07-01 23:27:12,911 - mmaction - INFO - Epoch [44][620/940] lr: 3.728e-01, eta: 1 day, 0:53:46, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3372, loss: 3.3372 2020-07-01 23:27:21,825 - mmaction - INFO - Epoch [44][640/940] lr: 3.728e-01, eta: 1 day, 0:53:37, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.3759, loss: 3.3759 2020-07-01 23:27:30,643 - mmaction - INFO - Epoch [44][660/940] lr: 3.728e-01, eta: 1 day, 0:53:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.6352, loss: 3.6352 2020-07-01 23:27:39,463 - mmaction - INFO - Epoch [44][680/940] lr: 3.728e-01, eta: 1 day, 0:53:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.5146, loss: 3.5146 2020-07-01 23:27:48,353 - mmaction - INFO - Epoch [44][700/940] lr: 3.728e-01, eta: 1 day, 0:53:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.4000, loss: 3.4000 2020-07-01 23:27:57,194 - mmaction - INFO - Epoch [44][720/940] lr: 3.728e-01, eta: 1 day, 0:52:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.4663, loss: 3.4663 2020-07-01 23:28:06,021 - mmaction - INFO - Epoch [44][740/940] lr: 3.728e-01, eta: 1 day, 0:52:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5031, loss_cls: 3.5031, loss: 3.5031 2020-07-01 23:28:14,852 - mmaction - INFO - Epoch [44][760/940] lr: 3.728e-01, eta: 1 day, 0:52:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.4224, loss: 3.4224 2020-07-01 23:28:23,715 - mmaction - INFO - Epoch [44][780/940] lr: 3.728e-01, eta: 1 day, 0:52:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3270, loss: 3.3270 2020-07-01 23:28:32,521 - mmaction - INFO - Epoch [44][800/940] lr: 3.728e-01, eta: 1 day, 0:52:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.2721, loss: 3.2721 2020-07-01 23:28:41,386 - mmaction - INFO - Epoch [44][820/940] lr: 3.728e-01, eta: 1 day, 0:52:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.4302, loss: 3.4302 2020-07-01 23:28:50,173 - mmaction - INFO - Epoch [44][840/940] lr: 3.728e-01, eta: 1 day, 0:52:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5531, loss_cls: 3.2845, loss: 3.2845 2020-07-01 23:28:59,058 - mmaction - INFO - Epoch [44][860/940] lr: 3.728e-01, eta: 1 day, 0:51:51, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5441, loss: 3.5441 2020-07-01 23:29:07,955 - mmaction - INFO - Epoch [44][880/940] lr: 3.728e-01, eta: 1 day, 0:51:41, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.2524, loss: 3.2524 2020-07-01 23:29:16,781 - mmaction - INFO - Epoch [44][900/940] lr: 3.728e-01, eta: 1 day, 0:51:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5679, loss: 3.5679 2020-07-01 23:29:25,551 - mmaction - INFO - Epoch [44][920/940] lr: 3.728e-01, eta: 1 day, 0:51:22, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.3021, loss: 3.3021 2020-07-01 23:29:33,977 - mmaction - INFO - Epoch [44][940/940] lr: 3.728e-01, eta: 1 day, 0:51:10, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.3052, top5_acc: 0.5357, loss_cls: 3.3206, loss: 3.3206 2020-07-01 23:29:34,345 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-01 23:29:49,622 - mmaction - INFO - Epoch [45][20/940] lr: 3.715e-01, eta: 1 day, 0:51:19, time: 0.631, data_time: 0.194, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.3256, loss: 3.3256 2020-07-01 23:29:58,439 - mmaction - INFO - Epoch [45][40/940] lr: 3.715e-01, eta: 1 day, 0:51:09, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.3108, loss: 3.3108 2020-07-01 23:30:07,210 - mmaction - INFO - Epoch [45][60/940] lr: 3.715e-01, eta: 1 day, 0:50:59, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3142, loss: 3.3142 2020-07-01 23:30:16,128 - mmaction - INFO - Epoch [45][80/940] lr: 3.715e-01, eta: 1 day, 0:50:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6474, loss: 3.6474 2020-07-01 23:30:25,299 - mmaction - INFO - Epoch [45][100/940] lr: 3.715e-01, eta: 1 day, 0:50:42, time: 0.459, data_time: 0.012, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.3127, loss: 3.3127 2020-07-01 23:30:34,232 - mmaction - INFO - Epoch [45][120/940] lr: 3.715e-01, eta: 1 day, 0:50:32, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.4561, loss: 3.4561 2020-07-01 23:30:43,119 - mmaction - INFO - Epoch [45][140/940] lr: 3.715e-01, eta: 1 day, 0:50:23, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5969, loss_cls: 3.0630, loss: 3.0630 2020-07-01 23:30:51,956 - mmaction - INFO - Epoch [45][160/940] lr: 3.715e-01, eta: 1 day, 0:50:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.0996, loss: 3.0996 2020-07-01 23:31:00,849 - mmaction - INFO - Epoch [45][180/940] lr: 3.715e-01, eta: 1 day, 0:50:04, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3404, loss: 3.3404 2020-07-01 23:31:09,772 - mmaction - INFO - Epoch [45][200/940] lr: 3.715e-01, eta: 1 day, 0:49:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3136, loss: 3.3136 2020-07-01 23:31:18,638 - mmaction - INFO - Epoch [45][220/940] lr: 3.715e-01, eta: 1 day, 0:49:45, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.4671, loss: 3.4671 2020-07-01 23:31:27,536 - mmaction - INFO - Epoch [45][240/940] lr: 3.715e-01, eta: 1 day, 0:49:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5156, loss_cls: 3.3730, loss: 3.3730 2020-07-01 23:31:36,404 - mmaction - INFO - Epoch [45][260/940] lr: 3.715e-01, eta: 1 day, 0:49:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5687, loss_cls: 3.2223, loss: 3.2223 2020-07-01 23:31:45,309 - mmaction - INFO - Epoch [45][280/940] lr: 3.715e-01, eta: 1 day, 0:49:17, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4719, loss_cls: 3.4938, loss: 3.4938 2020-07-01 23:31:54,243 - mmaction - INFO - Epoch [45][300/940] lr: 3.715e-01, eta: 1 day, 0:49:08, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.3003, loss: 3.3003 2020-07-01 23:32:03,085 - mmaction - INFO - Epoch [45][320/940] lr: 3.715e-01, eta: 1 day, 0:48:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.4019, loss: 3.4019 2020-07-01 23:32:11,924 - mmaction - INFO - Epoch [45][340/940] lr: 3.715e-01, eta: 1 day, 0:48:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.3563, loss: 3.3563 2020-07-01 23:32:20,735 - mmaction - INFO - Epoch [45][360/940] lr: 3.715e-01, eta: 1 day, 0:48:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.3890, loss: 3.3890 2020-07-01 23:32:29,568 - mmaction - INFO - Epoch [45][380/940] lr: 3.715e-01, eta: 1 day, 0:48:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4625, loss: 3.4625 2020-07-01 23:32:38,449 - mmaction - INFO - Epoch [45][400/940] lr: 3.715e-01, eta: 1 day, 0:48:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1773, loss: 3.1773 2020-07-01 23:32:47,364 - mmaction - INFO - Epoch [45][420/940] lr: 3.715e-01, eta: 1 day, 0:48:10, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1534, loss: 3.1534 2020-07-01 23:32:56,200 - mmaction - INFO - Epoch [45][440/940] lr: 3.715e-01, eta: 1 day, 0:48:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2532, loss: 3.2532 2020-07-01 23:33:05,005 - mmaction - INFO - Epoch [45][460/940] lr: 3.715e-01, eta: 1 day, 0:47:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6062, loss_cls: 3.1621, loss: 3.1621 2020-07-01 23:33:13,847 - mmaction - INFO - Epoch [45][480/940] lr: 3.715e-01, eta: 1 day, 0:47:41, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5125, loss_cls: 3.4032, loss: 3.4032 2020-07-01 23:33:22,696 - mmaction - INFO - Epoch [45][500/940] lr: 3.715e-01, eta: 1 day, 0:47:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.4249, loss: 3.4249 2020-07-01 23:33:31,559 - mmaction - INFO - Epoch [45][520/940] lr: 3.715e-01, eta: 1 day, 0:47:22, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3595, loss: 3.3595 2020-07-01 23:33:40,318 - mmaction - INFO - Epoch [45][540/940] lr: 3.715e-01, eta: 1 day, 0:47:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5156, loss_cls: 3.3372, loss: 3.3372 2020-07-01 23:33:49,162 - mmaction - INFO - Epoch [45][560/940] lr: 3.715e-01, eta: 1 day, 0:47:02, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.3255, loss: 3.3255 2020-07-01 23:33:57,986 - mmaction - INFO - Epoch [45][580/940] lr: 3.715e-01, eta: 1 day, 0:46:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5375, loss_cls: 3.5009, loss: 3.5009 2020-07-01 23:34:06,851 - mmaction - INFO - Epoch [45][600/940] lr: 3.715e-01, eta: 1 day, 0:46:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4906, loss_cls: 3.5486, loss: 3.5486 2020-07-01 23:34:15,683 - mmaction - INFO - Epoch [45][620/940] lr: 3.715e-01, eta: 1 day, 0:46:33, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4781, loss_cls: 3.4049, loss: 3.4049 2020-07-01 23:34:24,542 - mmaction - INFO - Epoch [45][640/940] lr: 3.715e-01, eta: 1 day, 0:46:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.3846, loss: 3.3846 2020-07-01 23:34:33,342 - mmaction - INFO - Epoch [45][660/940] lr: 3.715e-01, eta: 1 day, 0:46:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.0516, loss: 3.0516 2020-07-01 23:34:42,124 - mmaction - INFO - Epoch [45][680/940] lr: 3.715e-01, eta: 1 day, 0:46:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.5094, loss: 3.5094 2020-07-01 23:34:50,935 - mmaction - INFO - Epoch [45][700/940] lr: 3.715e-01, eta: 1 day, 0:45:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5500, loss_cls: 3.3748, loss: 3.3748 2020-07-01 23:34:59,772 - mmaction - INFO - Epoch [45][720/940] lr: 3.715e-01, eta: 1 day, 0:45:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.2399, loss: 3.2399 2020-07-01 23:35:08,620 - mmaction - INFO - Epoch [45][740/940] lr: 3.715e-01, eta: 1 day, 0:45:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5719, loss_cls: 3.0898, loss: 3.0898 2020-07-01 23:35:17,474 - mmaction - INFO - Epoch [45][760/940] lr: 3.715e-01, eta: 1 day, 0:45:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0611, loss: 3.0611 2020-07-01 23:35:26,330 - mmaction - INFO - Epoch [45][780/940] lr: 3.715e-01, eta: 1 day, 0:45:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.4590, loss: 3.4590 2020-07-01 23:35:35,164 - mmaction - INFO - Epoch [45][800/940] lr: 3.715e-01, eta: 1 day, 0:45:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2493, loss: 3.2493 2020-07-01 23:35:43,920 - mmaction - INFO - Epoch [45][820/940] lr: 3.715e-01, eta: 1 day, 0:44:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3310, loss: 3.3310 2020-07-01 23:35:52,809 - mmaction - INFO - Epoch [45][840/940] lr: 3.715e-01, eta: 1 day, 0:44:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5406, loss_cls: 3.2701, loss: 3.2701 2020-07-01 23:36:01,944 - mmaction - INFO - Epoch [45][860/940] lr: 3.715e-01, eta: 1 day, 0:44:38, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3661, loss: 3.3661 2020-07-01 23:36:10,830 - mmaction - INFO - Epoch [45][880/940] lr: 3.715e-01, eta: 1 day, 0:44:29, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5062, loss_cls: 3.2734, loss: 3.2734 2020-07-01 23:36:19,653 - mmaction - INFO - Epoch [45][900/940] lr: 3.715e-01, eta: 1 day, 0:44:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.5465, loss: 3.5465 2020-07-01 23:36:28,420 - mmaction - INFO - Epoch [45][920/940] lr: 3.715e-01, eta: 1 day, 0:44:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2434, loss: 3.2434 2020-07-01 23:36:36,882 - mmaction - INFO - Epoch [45][940/940] lr: 3.715e-01, eta: 1 day, 0:43:58, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.2987, top5_acc: 0.5552, loss_cls: 3.3414, loss: 3.3414 2020-07-01 23:36:54,168 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 23:36:55,040 - mmaction - INFO - top1_acc 0.2895 top5_acc 0.5493 2020-07-01 23:36:55,041 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 23:36:55,098 - mmaction - INFO - mean_acc 0.2895 2020-07-01 23:36:55,108 - mmaction - INFO - Epoch [45][940/940] lr: 3.715e-01, top1_acc: 0.2895, top5_acc: 0.5493, mean_class_accuracy: 0.2895 2020-07-01 23:37:07,669 - mmaction - INFO - Epoch [46][20/940] lr: 3.703e-01, eta: 1 day, 0:44:06, time: 0.627, data_time: 0.184, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5188, loss_cls: 3.2896, loss: 3.2896 2020-07-01 23:37:17,060 - mmaction - INFO - Epoch [46][40/940] lr: 3.703e-01, eta: 1 day, 0:43:59, time: 0.469, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4285, loss: 3.4285 2020-07-01 23:37:25,948 - mmaction - INFO - Epoch [46][60/940] lr: 3.703e-01, eta: 1 day, 0:43:49, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.2692, loss: 3.2692 2020-07-01 23:37:34,812 - mmaction - INFO - Epoch [46][80/940] lr: 3.703e-01, eta: 1 day, 0:43:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5344, loss_cls: 3.3937, loss: 3.3937 2020-07-01 23:37:43,654 - mmaction - INFO - Epoch [46][100/940] lr: 3.703e-01, eta: 1 day, 0:43:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3528, loss: 3.3528 2020-07-01 23:37:52,560 - mmaction - INFO - Epoch [46][120/940] lr: 3.703e-01, eta: 1 day, 0:43:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.4441, loss: 3.4441 2020-07-01 23:38:01,438 - mmaction - INFO - Epoch [46][140/940] lr: 3.703e-01, eta: 1 day, 0:43:11, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.1324, loss: 3.1324 2020-07-01 23:38:10,340 - mmaction - INFO - Epoch [46][160/940] lr: 3.703e-01, eta: 1 day, 0:43:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.3777, loss: 3.3777 2020-07-01 23:38:19,212 - mmaction - INFO - Epoch [46][180/940] lr: 3.703e-01, eta: 1 day, 0:42:52, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2188, loss: 3.2188 2020-07-01 23:38:28,058 - mmaction - INFO - Epoch [46][200/940] lr: 3.703e-01, eta: 1 day, 0:42:43, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2364, loss: 3.2364 2020-07-01 23:38:36,926 - mmaction - INFO - Epoch [46][220/940] lr: 3.703e-01, eta: 1 day, 0:42:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2212, loss: 3.2212 2020-07-01 23:38:45,771 - mmaction - INFO - Epoch [46][240/940] lr: 3.703e-01, eta: 1 day, 0:42:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.3490, loss: 3.3490 2020-07-01 23:38:54,730 - mmaction - INFO - Epoch [46][260/940] lr: 3.703e-01, eta: 1 day, 0:42:15, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.3101, loss: 3.3101 2020-07-01 23:39:03,621 - mmaction - INFO - Epoch [46][280/940] lr: 3.703e-01, eta: 1 day, 0:42:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.4587, loss: 3.4587 2020-07-01 23:39:12,422 - mmaction - INFO - Epoch [46][300/940] lr: 3.703e-01, eta: 1 day, 0:41:55, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4455, loss: 3.4455 2020-07-01 23:39:21,408 - mmaction - INFO - Epoch [46][320/940] lr: 3.703e-01, eta: 1 day, 0:41:47, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2740, loss: 3.2740 2020-07-01 23:39:30,228 - mmaction - INFO - Epoch [46][340/940] lr: 3.703e-01, eta: 1 day, 0:41:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5406, loss_cls: 3.3657, loss: 3.3657 2020-07-01 23:39:39,251 - mmaction - INFO - Epoch [46][360/940] lr: 3.703e-01, eta: 1 day, 0:41:28, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1782, loss: 3.1782 2020-07-01 23:39:48,073 - mmaction - INFO - Epoch [46][380/940] lr: 3.703e-01, eta: 1 day, 0:41:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1977, loss: 3.1977 2020-07-01 23:39:56,922 - mmaction - INFO - Epoch [46][400/940] lr: 3.703e-01, eta: 1 day, 0:41:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2597, loss: 3.2597 2020-07-01 23:40:05,826 - mmaction - INFO - Epoch [46][420/940] lr: 3.703e-01, eta: 1 day, 0:40:59, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2497, loss: 3.2497 2020-07-01 23:40:14,713 - mmaction - INFO - Epoch [46][440/940] lr: 3.703e-01, eta: 1 day, 0:40:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.3273, loss: 3.3273 2020-07-01 23:40:23,508 - mmaction - INFO - Epoch [46][460/940] lr: 3.703e-01, eta: 1 day, 0:40:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.2732, loss: 3.2732 2020-07-01 23:40:32,351 - mmaction - INFO - Epoch [46][480/940] lr: 3.703e-01, eta: 1 day, 0:40:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.5475, loss: 3.5475 2020-07-01 23:40:41,174 - mmaction - INFO - Epoch [46][500/940] lr: 3.703e-01, eta: 1 day, 0:40:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.5118, loss: 3.5118 2020-07-01 23:40:50,038 - mmaction - INFO - Epoch [46][520/940] lr: 3.703e-01, eta: 1 day, 0:40:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.2180, loss: 3.2180 2020-07-01 23:40:58,894 - mmaction - INFO - Epoch [46][540/940] lr: 3.703e-01, eta: 1 day, 0:40:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4469, loss_cls: 3.5470, loss: 3.5470 2020-07-01 23:41:07,746 - mmaction - INFO - Epoch [46][560/940] lr: 3.703e-01, eta: 1 day, 0:39:52, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.4801, loss: 3.4801 2020-07-01 23:41:16,820 - mmaction - INFO - Epoch [46][580/940] lr: 3.703e-01, eta: 1 day, 0:39:44, time: 0.454, data_time: 0.011, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5500, loss_cls: 3.1758, loss: 3.1758 2020-07-01 23:41:25,708 - mmaction - INFO - Epoch [46][600/940] lr: 3.703e-01, eta: 1 day, 0:39:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.3195, loss: 3.3195 2020-07-01 23:41:34,603 - mmaction - INFO - Epoch [46][620/940] lr: 3.703e-01, eta: 1 day, 0:39:25, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.2743, loss: 3.2743 2020-07-01 23:41:43,461 - mmaction - INFO - Epoch [46][640/940] lr: 3.703e-01, eta: 1 day, 0:39:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.3616, loss: 3.3616 2020-07-01 23:41:52,397 - mmaction - INFO - Epoch [46][660/940] lr: 3.703e-01, eta: 1 day, 0:39:06, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.1757, loss: 3.1757 2020-07-01 23:42:01,268 - mmaction - INFO - Epoch [46][680/940] lr: 3.703e-01, eta: 1 day, 0:38:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.2959, loss: 3.2959 2020-07-01 23:42:10,082 - mmaction - INFO - Epoch [46][700/940] lr: 3.703e-01, eta: 1 day, 0:38:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5312, loss_cls: 3.3428, loss: 3.3428 2020-07-01 23:42:19,425 - mmaction - INFO - Epoch [46][720/940] lr: 3.703e-01, eta: 1 day, 0:38:40, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.2862, loss: 3.2862 2020-07-01 23:42:28,217 - mmaction - INFO - Epoch [46][740/940] lr: 3.703e-01, eta: 1 day, 0:38:30, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4825, loss: 3.4825 2020-07-01 23:42:37,074 - mmaction - INFO - Epoch [46][760/940] lr: 3.703e-01, eta: 1 day, 0:38:20, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.4305, loss: 3.4305 2020-07-01 23:42:46,002 - mmaction - INFO - Epoch [46][780/940] lr: 3.703e-01, eta: 1 day, 0:38:11, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5156, loss_cls: 3.4185, loss: 3.4185 2020-07-01 23:42:54,881 - mmaction - INFO - Epoch [46][800/940] lr: 3.703e-01, eta: 1 day, 0:38:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5219, loss_cls: 3.3736, loss: 3.3736 2020-07-01 23:43:03,819 - mmaction - INFO - Epoch [46][820/940] lr: 3.703e-01, eta: 1 day, 0:37:52, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2465, loss: 3.2465 2020-07-01 23:43:12,640 - mmaction - INFO - Epoch [46][840/940] lr: 3.703e-01, eta: 1 day, 0:37:43, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.2119, loss: 3.2119 2020-07-01 23:43:21,609 - mmaction - INFO - Epoch [46][860/940] lr: 3.703e-01, eta: 1 day, 0:37:34, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1947, loss: 3.1947 2020-07-01 23:43:30,427 - mmaction - INFO - Epoch [46][880/940] lr: 3.703e-01, eta: 1 day, 0:37:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.4049, loss: 3.4049 2020-07-01 23:43:39,347 - mmaction - INFO - Epoch [46][900/940] lr: 3.703e-01, eta: 1 day, 0:37:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5375, loss_cls: 3.2797, loss: 3.2797 2020-07-01 23:43:48,181 - mmaction - INFO - Epoch [46][920/940] lr: 3.703e-01, eta: 1 day, 0:37:05, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5062, loss_cls: 3.3451, loss: 3.3451 2020-07-01 23:43:56,648 - mmaction - INFO - Epoch [46][940/940] lr: 3.703e-01, eta: 1 day, 0:36:54, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5747, loss_cls: 3.1953, loss: 3.1953 2020-07-01 23:44:11,171 - mmaction - INFO - Epoch [47][20/940] lr: 3.690e-01, eta: 1 day, 0:37:08, time: 0.708, data_time: 0.259, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3961, loss: 3.3961 2020-07-01 23:44:20,017 - mmaction - INFO - Epoch [47][40/940] lr: 3.690e-01, eta: 1 day, 0:36:59, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3363, loss: 3.3363 2020-07-01 23:44:28,871 - mmaction - INFO - Epoch [47][60/940] lr: 3.690e-01, eta: 1 day, 0:36:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3266, loss: 3.3266 2020-07-01 23:44:37,749 - mmaction - INFO - Epoch [47][80/940] lr: 3.690e-01, eta: 1 day, 0:36:40, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.5008, loss: 3.5008 2020-07-01 23:44:46,637 - mmaction - INFO - Epoch [47][100/940] lr: 3.690e-01, eta: 1 day, 0:36:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.2422, loss: 3.2422 2020-07-01 23:44:55,517 - mmaction - INFO - Epoch [47][120/940] lr: 3.690e-01, eta: 1 day, 0:36:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5687, loss_cls: 3.2433, loss: 3.2433 2020-07-01 23:45:04,324 - mmaction - INFO - Epoch [47][140/940] lr: 3.690e-01, eta: 1 day, 0:36:11, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.4857, loss: 3.4857 2020-07-01 23:45:13,221 - mmaction - INFO - Epoch [47][160/940] lr: 3.690e-01, eta: 1 day, 0:36:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1436, loss: 3.1436 2020-07-01 23:45:22,123 - mmaction - INFO - Epoch [47][180/940] lr: 3.690e-01, eta: 1 day, 0:35:52, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2721, loss: 3.2721 2020-07-01 23:45:30,979 - mmaction - INFO - Epoch [47][200/940] lr: 3.690e-01, eta: 1 day, 0:35:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5031, loss_cls: 3.3245, loss: 3.3245 2020-07-01 23:45:39,868 - mmaction - INFO - Epoch [47][220/940] lr: 3.690e-01, eta: 1 day, 0:35:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5437, loss_cls: 3.2652, loss: 3.2652 2020-07-01 23:45:48,722 - mmaction - INFO - Epoch [47][240/940] lr: 3.690e-01, eta: 1 day, 0:35:24, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2820, loss: 3.2820 2020-07-01 23:45:57,532 - mmaction - INFO - Epoch [47][260/940] lr: 3.690e-01, eta: 1 day, 0:35:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5575, loss: 3.5575 2020-07-01 23:46:06,468 - mmaction - INFO - Epoch [47][280/940] lr: 3.690e-01, eta: 1 day, 0:35:05, time: 0.448, data_time: 0.010, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2294, loss: 3.2294 2020-07-01 23:46:15,374 - mmaction - INFO - Epoch [47][300/940] lr: 3.690e-01, eta: 1 day, 0:34:56, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5437, loss_cls: 3.3107, loss: 3.3107 2020-07-01 23:46:24,204 - mmaction - INFO - Epoch [47][320/940] lr: 3.690e-01, eta: 1 day, 0:34:46, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.2520, loss: 3.2520 2020-07-01 23:46:33,048 - mmaction - INFO - Epoch [47][340/940] lr: 3.690e-01, eta: 1 day, 0:34:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.6062, loss_cls: 3.1800, loss: 3.1800 2020-07-01 23:46:41,926 - mmaction - INFO - Epoch [47][360/940] lr: 3.690e-01, eta: 1 day, 0:34:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.2328, loss: 3.2328 2020-07-01 23:46:50,764 - mmaction - INFO - Epoch [47][380/940] lr: 3.690e-01, eta: 1 day, 0:34:17, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1903, loss: 3.1903 2020-07-01 23:46:59,568 - mmaction - INFO - Epoch [47][400/940] lr: 3.690e-01, eta: 1 day, 0:34:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2513, loss: 3.2513 2020-07-01 23:47:08,431 - mmaction - INFO - Epoch [47][420/940] lr: 3.690e-01, eta: 1 day, 0:33:58, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.3636, loss: 3.3636 2020-07-01 23:47:17,256 - mmaction - INFO - Epoch [47][440/940] lr: 3.690e-01, eta: 1 day, 0:33:48, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5156, loss_cls: 3.4668, loss: 3.4668 2020-07-01 23:47:26,093 - mmaction - INFO - Epoch [47][460/940] lr: 3.690e-01, eta: 1 day, 0:33:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.3674, loss: 3.3674 2020-07-01 23:47:35,014 - mmaction - INFO - Epoch [47][480/940] lr: 3.690e-01, eta: 1 day, 0:33:30, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3093, loss: 3.3093 2020-07-01 23:47:43,887 - mmaction - INFO - Epoch [47][500/940] lr: 3.690e-01, eta: 1 day, 0:33:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4719, loss_cls: 3.5675, loss: 3.5675 2020-07-01 23:47:52,702 - mmaction - INFO - Epoch [47][520/940] lr: 3.690e-01, eta: 1 day, 0:33:10, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3747, loss: 3.3747 2020-07-01 23:48:01,564 - mmaction - INFO - Epoch [47][540/940] lr: 3.690e-01, eta: 1 day, 0:33:01, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.4755, loss: 3.4755 2020-07-01 23:48:10,688 - mmaction - INFO - Epoch [47][560/940] lr: 3.690e-01, eta: 1 day, 0:32:53, time: 0.456, data_time: 0.005, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.3072, loss: 3.3072 2020-07-01 23:48:19,756 - mmaction - INFO - Epoch [47][580/940] lr: 3.690e-01, eta: 1 day, 0:32:44, time: 0.453, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2413, loss: 3.2413 2020-07-01 23:48:28,795 - mmaction - INFO - Epoch [47][600/940] lr: 3.690e-01, eta: 1 day, 0:32:35, time: 0.453, data_time: 0.008, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.2653, loss: 3.2653 2020-07-01 23:48:37,786 - mmaction - INFO - Epoch [47][620/940] lr: 3.690e-01, eta: 1 day, 0:32:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1251, loss: 3.1251 2020-07-01 23:48:46,716 - mmaction - INFO - Epoch [47][640/940] lr: 3.690e-01, eta: 1 day, 0:32:17, time: 0.451, data_time: 0.012, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3301, loss: 3.3301 2020-07-01 23:48:55,778 - mmaction - INFO - Epoch [47][660/940] lr: 3.690e-01, eta: 1 day, 0:32:09, time: 0.453, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3014, loss: 3.3014 2020-07-01 23:49:04,730 - mmaction - INFO - Epoch [47][680/940] lr: 3.690e-01, eta: 1 day, 0:31:59, time: 0.448, data_time: 0.004, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0874, loss: 3.0874 2020-07-01 23:49:13,637 - mmaction - INFO - Epoch [47][700/940] lr: 3.690e-01, eta: 1 day, 0:31:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1535, loss: 3.1535 2020-07-01 23:49:22,501 - mmaction - INFO - Epoch [47][720/940] lr: 3.690e-01, eta: 1 day, 0:31:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4099, loss: 3.4099 2020-07-01 23:49:31,291 - mmaction - INFO - Epoch [47][740/940] lr: 3.690e-01, eta: 1 day, 0:31:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4781, loss_cls: 3.4971, loss: 3.4971 2020-07-01 23:49:40,110 - mmaction - INFO - Epoch [47][760/940] lr: 3.690e-01, eta: 1 day, 0:31:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2783, loss: 3.2783 2020-07-01 23:49:48,982 - mmaction - INFO - Epoch [47][780/940] lr: 3.690e-01, eta: 1 day, 0:31:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3414, loss: 3.3414 2020-07-01 23:49:57,866 - mmaction - INFO - Epoch [47][800/940] lr: 3.690e-01, eta: 1 day, 0:31:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.4083, loss: 3.4083 2020-07-01 23:50:06,711 - mmaction - INFO - Epoch [47][820/940] lr: 3.690e-01, eta: 1 day, 0:30:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.3308, loss: 3.3308 2020-07-01 23:50:15,588 - mmaction - INFO - Epoch [47][840/940] lr: 3.690e-01, eta: 1 day, 0:30:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.4351, loss: 3.4351 2020-07-01 23:50:24,429 - mmaction - INFO - Epoch [47][860/940] lr: 3.690e-01, eta: 1 day, 0:30:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3228, loss: 3.3228 2020-07-01 23:50:33,276 - mmaction - INFO - Epoch [47][880/940] lr: 3.690e-01, eta: 1 day, 0:30:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4142, loss: 3.4142 2020-07-01 23:50:42,075 - mmaction - INFO - Epoch [47][900/940] lr: 3.690e-01, eta: 1 day, 0:30:14, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.3322, loss: 3.3322 2020-07-01 23:50:50,930 - mmaction - INFO - Epoch [47][920/940] lr: 3.690e-01, eta: 1 day, 0:30:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.3339, loss: 3.3339 2020-07-01 23:50:59,371 - mmaction - INFO - Epoch [47][940/940] lr: 3.690e-01, eta: 1 day, 0:29:53, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3052, top5_acc: 0.5552, loss_cls: 3.2612, loss: 3.2612 2020-07-01 23:51:14,000 - mmaction - INFO - Epoch [48][20/940] lr: 3.676e-01, eta: 1 day, 0:30:08, time: 0.716, data_time: 0.267, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.2227, loss: 3.2227 2020-07-01 23:51:22,920 - mmaction - INFO - Epoch [48][40/940] lr: 3.676e-01, eta: 1 day, 0:29:59, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3924, loss: 3.3924 2020-07-01 23:51:31,767 - mmaction - INFO - Epoch [48][60/940] lr: 3.676e-01, eta: 1 day, 0:29:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.5945, loss: 3.5945 2020-07-01 23:51:40,596 - mmaction - INFO - Epoch [48][80/940] lr: 3.676e-01, eta: 1 day, 0:29:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3959, loss: 3.3959 2020-07-01 23:51:49,424 - mmaction - INFO - Epoch [48][100/940] lr: 3.676e-01, eta: 1 day, 0:29:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 3.1057, loss: 3.1057 2020-07-01 23:51:58,266 - mmaction - INFO - Epoch [48][120/940] lr: 3.676e-01, eta: 1 day, 0:29:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.4091, loss: 3.4091 2020-07-01 23:52:07,433 - mmaction - INFO - Epoch [48][140/940] lr: 3.676e-01, eta: 1 day, 0:29:12, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1990, loss: 3.1990 2020-07-01 23:52:16,237 - mmaction - INFO - Epoch [48][160/940] lr: 3.676e-01, eta: 1 day, 0:29:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1975, loss: 3.1975 2020-07-01 23:52:25,196 - mmaction - INFO - Epoch [48][180/940] lr: 3.676e-01, eta: 1 day, 0:28:54, time: 0.449, data_time: 0.005, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3310, loss: 3.3310 2020-07-01 23:52:34,110 - mmaction - INFO - Epoch [48][200/940] lr: 3.676e-01, eta: 1 day, 0:28:44, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2409, loss: 3.2409 2020-07-01 23:52:43,040 - mmaction - INFO - Epoch [48][220/940] lr: 3.676e-01, eta: 1 day, 0:28:35, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 3.1320, loss: 3.1320 2020-07-01 23:52:51,916 - mmaction - INFO - Epoch [48][240/940] lr: 3.676e-01, eta: 1 day, 0:28:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.3213, loss: 3.3213 2020-07-01 23:53:00,783 - mmaction - INFO - Epoch [48][260/940] lr: 3.676e-01, eta: 1 day, 0:28:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3132, loss: 3.3132 2020-07-01 23:53:09,629 - mmaction - INFO - Epoch [48][280/940] lr: 3.676e-01, eta: 1 day, 0:28:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5000, loss_cls: 3.4526, loss: 3.4526 2020-07-01 23:53:18,518 - mmaction - INFO - Epoch [48][300/940] lr: 3.676e-01, eta: 1 day, 0:27:57, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.4859, loss: 3.4859 2020-07-01 23:53:27,395 - mmaction - INFO - Epoch [48][320/940] lr: 3.676e-01, eta: 1 day, 0:27:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.3836, loss: 3.3836 2020-07-01 23:53:36,264 - mmaction - INFO - Epoch [48][340/940] lr: 3.676e-01, eta: 1 day, 0:27:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2852, loss: 3.2852 2020-07-01 23:53:45,159 - mmaction - INFO - Epoch [48][360/940] lr: 3.676e-01, eta: 1 day, 0:27:29, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1776, loss: 3.1776 2020-07-01 23:53:53,977 - mmaction - INFO - Epoch [48][380/940] lr: 3.676e-01, eta: 1 day, 0:27:19, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.4970, loss: 3.4970 2020-07-01 23:54:02,871 - mmaction - INFO - Epoch [48][400/940] lr: 3.676e-01, eta: 1 day, 0:27:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.3360, loss: 3.3360 2020-07-01 23:54:11,658 - mmaction - INFO - Epoch [48][420/940] lr: 3.676e-01, eta: 1 day, 0:27:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5062, loss_cls: 3.4471, loss: 3.4471 2020-07-01 23:54:20,586 - mmaction - INFO - Epoch [48][440/940] lr: 3.676e-01, eta: 1 day, 0:26:51, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.3334, loss: 3.3334 2020-07-01 23:54:29,516 - mmaction - INFO - Epoch [48][460/940] lr: 3.676e-01, eta: 1 day, 0:26:42, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.3884, loss: 3.3884 2020-07-01 23:54:38,344 - mmaction - INFO - Epoch [48][480/940] lr: 3.676e-01, eta: 1 day, 0:26:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.3016, loss: 3.3016 2020-07-01 23:54:47,231 - mmaction - INFO - Epoch [48][500/940] lr: 3.676e-01, eta: 1 day, 0:26:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2637, loss: 3.2637 2020-07-01 23:54:56,068 - mmaction - INFO - Epoch [48][520/940] lr: 3.676e-01, eta: 1 day, 0:26:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.5482, loss: 3.5482 2020-07-01 23:55:04,938 - mmaction - INFO - Epoch [48][540/940] lr: 3.676e-01, eta: 1 day, 0:26:04, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.4601, loss: 3.4601 2020-07-01 23:55:13,732 - mmaction - INFO - Epoch [48][560/940] lr: 3.676e-01, eta: 1 day, 0:25:54, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.4086, loss: 3.4086 2020-07-01 23:55:22,582 - mmaction - INFO - Epoch [48][580/940] lr: 3.676e-01, eta: 1 day, 0:25:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4196, loss: 3.4196 2020-07-01 23:55:31,415 - mmaction - INFO - Epoch [48][600/940] lr: 3.676e-01, eta: 1 day, 0:25:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2277, loss: 3.2277 2020-07-01 23:55:40,271 - mmaction - INFO - Epoch [48][620/940] lr: 3.676e-01, eta: 1 day, 0:25:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.3877, loss: 3.3877 2020-07-01 23:55:49,115 - mmaction - INFO - Epoch [48][640/940] lr: 3.676e-01, eta: 1 day, 0:25:16, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.2999, loss: 3.2999 2020-07-01 23:55:58,004 - mmaction - INFO - Epoch [48][660/940] lr: 3.676e-01, eta: 1 day, 0:25:06, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9785, loss: 2.9785 2020-07-01 23:56:06,840 - mmaction - INFO - Epoch [48][680/940] lr: 3.676e-01, eta: 1 day, 0:24:56, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.4112, loss: 3.4112 2020-07-01 23:56:15,650 - mmaction - INFO - Epoch [48][700/940] lr: 3.676e-01, eta: 1 day, 0:24:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4781, loss_cls: 3.5678, loss: 3.5678 2020-07-01 23:56:24,514 - mmaction - INFO - Epoch [48][720/940] lr: 3.676e-01, eta: 1 day, 0:24:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3331, loss: 3.3331 2020-07-01 23:56:33,377 - mmaction - INFO - Epoch [48][740/940] lr: 3.676e-01, eta: 1 day, 0:24:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.3992, loss: 3.3992 2020-07-01 23:56:42,336 - mmaction - INFO - Epoch [48][760/940] lr: 3.676e-01, eta: 1 day, 0:24:19, time: 0.450, data_time: 0.004, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2513, loss: 3.2513 2020-07-01 23:56:51,159 - mmaction - INFO - Epoch [48][780/940] lr: 3.676e-01, eta: 1 day, 0:24:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2662, loss: 3.2662 2020-07-01 23:56:59,994 - mmaction - INFO - Epoch [48][800/940] lr: 3.676e-01, eta: 1 day, 0:23:59, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3600, loss: 3.3600 2020-07-01 23:57:08,856 - mmaction - INFO - Epoch [48][820/940] lr: 3.676e-01, eta: 1 day, 0:23:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5656, loss_cls: 3.3395, loss: 3.3395 2020-07-01 23:57:17,704 - mmaction - INFO - Epoch [48][840/940] lr: 3.676e-01, eta: 1 day, 0:23:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5594, loss_cls: 3.2749, loss: 3.2749 2020-07-01 23:57:26,554 - mmaction - INFO - Epoch [48][860/940] lr: 3.676e-01, eta: 1 day, 0:23:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5500, loss_cls: 3.2949, loss: 3.2949 2020-07-01 23:57:35,425 - mmaction - INFO - Epoch [48][880/940] lr: 3.676e-01, eta: 1 day, 0:23:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4059, loss: 3.4059 2020-07-01 23:57:44,327 - mmaction - INFO - Epoch [48][900/940] lr: 3.676e-01, eta: 1 day, 0:23:12, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3849, loss: 3.3849 2020-07-01 23:57:53,113 - mmaction - INFO - Epoch [48][920/940] lr: 3.676e-01, eta: 1 day, 0:23:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.5031, loss_cls: 3.6164, loss: 3.6164 2020-07-01 23:58:01,503 - mmaction - INFO - Epoch [48][940/940] lr: 3.676e-01, eta: 1 day, 0:22:51, time: 0.419, data_time: 0.000, memory: 6328, top1_acc: 0.2825, top5_acc: 0.5552, loss_cls: 3.2909, loss: 3.2909 2020-07-01 23:58:01,828 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-01 23:58:17,161 - mmaction - INFO - Epoch [49][20/940] lr: 3.663e-01, eta: 1 day, 0:22:59, time: 0.642, data_time: 0.203, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5469, loss_cls: 3.1727, loss: 3.1727 2020-07-01 23:58:26,018 - mmaction - INFO - Epoch [49][40/940] lr: 3.663e-01, eta: 1 day, 0:22:49, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.5128, loss: 3.5128 2020-07-01 23:58:34,916 - mmaction - INFO - Epoch [49][60/940] lr: 3.663e-01, eta: 1 day, 0:22:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5437, loss_cls: 3.3390, loss: 3.3390 2020-07-01 23:58:43,779 - mmaction - INFO - Epoch [49][80/940] lr: 3.663e-01, eta: 1 day, 0:22:30, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.4700, loss: 3.4700 2020-07-01 23:58:52,663 - mmaction - INFO - Epoch [49][100/940] lr: 3.663e-01, eta: 1 day, 0:22:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.1885, loss: 3.1885 2020-07-01 23:59:01,608 - mmaction - INFO - Epoch [49][120/940] lr: 3.663e-01, eta: 1 day, 0:22:12, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3715, loss: 3.3715 2020-07-01 23:59:10,427 - mmaction - INFO - Epoch [49][140/940] lr: 3.663e-01, eta: 1 day, 0:22:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3635, loss: 3.3635 2020-07-01 23:59:19,319 - mmaction - INFO - Epoch [49][160/940] lr: 3.663e-01, eta: 1 day, 0:21:53, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3301, loss: 3.3301 2020-07-01 23:59:28,218 - mmaction - INFO - Epoch [49][180/940] lr: 3.663e-01, eta: 1 day, 0:21:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1587, loss: 3.1587 2020-07-01 23:59:37,072 - mmaction - INFO - Epoch [49][200/940] lr: 3.663e-01, eta: 1 day, 0:21:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3151, loss: 3.3151 2020-07-01 23:59:46,000 - mmaction - INFO - Epoch [49][220/940] lr: 3.663e-01, eta: 1 day, 0:21:25, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.3609, loss: 3.3609 2020-07-01 23:59:54,847 - mmaction - INFO - Epoch [49][240/940] lr: 3.663e-01, eta: 1 day, 0:21:15, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.2260, loss: 3.2260 2020-07-02 00:00:13,296 - mmaction - INFO - Epoch [49][260/940] lr: 3.663e-01, eta: 1 day, 0:21:46, time: 0.917, data_time: 0.005, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4257, loss: 3.4257 2020-07-02 00:00:22,351 - mmaction - INFO - Epoch [49][280/940] lr: 3.663e-01, eta: 1 day, 0:21:38, time: 0.458, data_time: 0.011, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.3184, loss: 3.3184 2020-07-02 00:00:31,268 - mmaction - INFO - Epoch [49][300/940] lr: 3.663e-01, eta: 1 day, 0:21:29, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1683, loss: 3.1683 2020-07-02 00:00:40,204 - mmaction - INFO - Epoch [49][320/940] lr: 3.663e-01, eta: 1 day, 0:21:20, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5219, loss_cls: 3.2315, loss: 3.2315 2020-07-02 00:00:49,020 - mmaction - INFO - Epoch [49][340/940] lr: 3.663e-01, eta: 1 day, 0:21:10, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4938, loss_cls: 3.4739, loss: 3.4739 2020-07-02 00:00:57,930 - mmaction - INFO - Epoch [49][360/940] lr: 3.663e-01, eta: 1 day, 0:21:01, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.2454, loss: 3.2454 2020-07-02 00:01:06,806 - mmaction - INFO - Epoch [49][380/940] lr: 3.663e-01, eta: 1 day, 0:20:51, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.4272, loss: 3.4272 2020-07-02 00:01:15,655 - mmaction - INFO - Epoch [49][400/940] lr: 3.663e-01, eta: 1 day, 0:20:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.4844, loss_cls: 3.6459, loss: 3.6459 2020-07-02 00:01:24,533 - mmaction - INFO - Epoch [49][420/940] lr: 3.663e-01, eta: 1 day, 0:20:32, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1152, loss: 3.1152 2020-07-02 00:01:33,436 - mmaction - INFO - Epoch [49][440/940] lr: 3.663e-01, eta: 1 day, 0:20:23, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3881, loss: 3.3881 2020-07-02 00:01:42,272 - mmaction - INFO - Epoch [49][460/940] lr: 3.663e-01, eta: 1 day, 0:20:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.2360, loss: 3.2360 2020-07-02 00:01:51,213 - mmaction - INFO - Epoch [49][480/940] lr: 3.663e-01, eta: 1 day, 0:20:04, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3818, loss: 3.3818 2020-07-02 00:02:00,055 - mmaction - INFO - Epoch [49][500/940] lr: 3.663e-01, eta: 1 day, 0:19:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.5606, loss: 3.5606 2020-07-02 00:02:08,868 - mmaction - INFO - Epoch [49][520/940] lr: 3.663e-01, eta: 1 day, 0:19:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3919, loss: 3.3919 2020-07-02 00:02:17,808 - mmaction - INFO - Epoch [49][540/940] lr: 3.663e-01, eta: 1 day, 0:19:36, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3394, loss: 3.3394 2020-07-02 00:02:26,573 - mmaction - INFO - Epoch [49][560/940] lr: 3.663e-01, eta: 1 day, 0:19:26, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.2901, loss: 3.2901 2020-07-02 00:02:35,450 - mmaction - INFO - Epoch [49][580/940] lr: 3.663e-01, eta: 1 day, 0:19:16, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.5069, loss: 3.5069 2020-07-02 00:02:44,268 - mmaction - INFO - Epoch [49][600/940] lr: 3.663e-01, eta: 1 day, 0:19:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5188, loss_cls: 3.3160, loss: 3.3160 2020-07-02 00:02:53,145 - mmaction - INFO - Epoch [49][620/940] lr: 3.663e-01, eta: 1 day, 0:18:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3475, loss: 3.3475 2020-07-02 00:03:01,951 - mmaction - INFO - Epoch [49][640/940] lr: 3.663e-01, eta: 1 day, 0:18:47, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.1883, loss: 3.1883 2020-07-02 00:03:10,750 - mmaction - INFO - Epoch [49][660/940] lr: 3.663e-01, eta: 1 day, 0:18:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2813, loss: 3.2813 2020-07-02 00:03:19,561 - mmaction - INFO - Epoch [49][680/940] lr: 3.663e-01, eta: 1 day, 0:18:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3042, loss: 3.3042 2020-07-02 00:03:28,357 - mmaction - INFO - Epoch [49][700/940] lr: 3.663e-01, eta: 1 day, 0:18:18, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5594, loss_cls: 3.2923, loss: 3.2923 2020-07-02 00:03:37,226 - mmaction - INFO - Epoch [49][720/940] lr: 3.663e-01, eta: 1 day, 0:18:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.3194, loss: 3.3194 2020-07-02 00:03:46,036 - mmaction - INFO - Epoch [49][740/940] lr: 3.663e-01, eta: 1 day, 0:17:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.3645, loss: 3.3645 2020-07-02 00:03:54,879 - mmaction - INFO - Epoch [49][760/940] lr: 3.663e-01, eta: 1 day, 0:17:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3795, loss: 3.3795 2020-07-02 00:04:03,673 - mmaction - INFO - Epoch [49][780/940] lr: 3.663e-01, eta: 1 day, 0:17:40, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2250, top5_acc: 0.4719, loss_cls: 3.5514, loss: 3.5514 2020-07-02 00:04:12,491 - mmaction - INFO - Epoch [49][800/940] lr: 3.663e-01, eta: 1 day, 0:17:30, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4071, loss: 3.4071 2020-07-02 00:04:21,305 - mmaction - INFO - Epoch [49][820/940] lr: 3.663e-01, eta: 1 day, 0:17:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5156, loss_cls: 3.3133, loss: 3.3133 2020-07-02 00:04:30,202 - mmaction - INFO - Epoch [49][840/940] lr: 3.663e-01, eta: 1 day, 0:17:11, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0674, loss: 3.0674 2020-07-02 00:04:39,044 - mmaction - INFO - Epoch [49][860/940] lr: 3.663e-01, eta: 1 day, 0:17:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3892, loss: 3.3892 2020-07-02 00:04:47,922 - mmaction - INFO - Epoch [49][880/940] lr: 3.663e-01, eta: 1 day, 0:16:52, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3383, loss: 3.3383 2020-07-02 00:04:56,799 - mmaction - INFO - Epoch [49][900/940] lr: 3.663e-01, eta: 1 day, 0:16:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4924, loss: 3.4924 2020-07-02 00:05:05,632 - mmaction - INFO - Epoch [49][920/940] lr: 3.663e-01, eta: 1 day, 0:16:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.3523, loss: 3.3523 2020-07-02 00:05:14,088 - mmaction - INFO - Epoch [49][940/940] lr: 3.663e-01, eta: 1 day, 0:16:22, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.3052, top5_acc: 0.5032, loss_cls: 3.4787, loss: 3.4787 2020-07-02 00:05:31,545 - mmaction - INFO - Epoch [50][20/940] lr: 3.649e-01, eta: 1 day, 0:16:47, time: 0.852, data_time: 0.410, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.2808, loss: 3.2808 2020-07-02 00:05:40,454 - mmaction - INFO - Epoch [50][40/940] lr: 3.649e-01, eta: 1 day, 0:16:37, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.3501, loss: 3.3501 2020-07-02 00:05:49,368 - mmaction - INFO - Epoch [50][60/940] lr: 3.649e-01, eta: 1 day, 0:16:28, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.0162, loss: 3.0162 2020-07-02 00:05:58,226 - mmaction - INFO - Epoch [50][80/940] lr: 3.649e-01, eta: 1 day, 0:16:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4378, loss: 3.4378 2020-07-02 00:06:07,133 - mmaction - INFO - Epoch [50][100/940] lr: 3.649e-01, eta: 1 day, 0:16:09, time: 0.446, data_time: 0.006, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2624, loss: 3.2624 2020-07-02 00:06:15,985 - mmaction - INFO - Epoch [50][120/940] lr: 3.649e-01, eta: 1 day, 0:16:00, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.4028, loss: 3.4028 2020-07-02 00:06:24,866 - mmaction - INFO - Epoch [50][140/940] lr: 3.649e-01, eta: 1 day, 0:15:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1298, loss: 3.1298 2020-07-02 00:06:33,706 - mmaction - INFO - Epoch [50][160/940] lr: 3.649e-01, eta: 1 day, 0:15:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3342, loss: 3.3342 2020-07-02 00:06:42,704 - mmaction - INFO - Epoch [50][180/940] lr: 3.649e-01, eta: 1 day, 0:15:32, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2923, loss: 3.2923 2020-07-02 00:06:51,633 - mmaction - INFO - Epoch [50][200/940] lr: 3.649e-01, eta: 1 day, 0:15:23, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.1128, loss: 3.1128 2020-07-02 00:07:00,848 - mmaction - INFO - Epoch [50][220/940] lr: 3.649e-01, eta: 1 day, 0:15:15, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.3505, loss: 3.3505 2020-07-02 00:07:09,721 - mmaction - INFO - Epoch [50][240/940] lr: 3.649e-01, eta: 1 day, 0:15:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.2681, loss: 3.2681 2020-07-02 00:07:18,568 - mmaction - INFO - Epoch [50][260/940] lr: 3.649e-01, eta: 1 day, 0:14:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3473, loss: 3.3473 2020-07-02 00:07:27,386 - mmaction - INFO - Epoch [50][280/940] lr: 3.649e-01, eta: 1 day, 0:14:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.3132, loss: 3.3132 2020-07-02 00:07:36,274 - mmaction - INFO - Epoch [50][300/940] lr: 3.649e-01, eta: 1 day, 0:14:37, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.1589, loss: 3.1589 2020-07-02 00:07:45,132 - mmaction - INFO - Epoch [50][320/940] lr: 3.649e-01, eta: 1 day, 0:14:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.5262, loss: 3.5262 2020-07-02 00:07:53,971 - mmaction - INFO - Epoch [50][340/940] lr: 3.649e-01, eta: 1 day, 0:14:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3540, loss: 3.3540 2020-07-02 00:08:02,784 - mmaction - INFO - Epoch [50][360/940] lr: 3.649e-01, eta: 1 day, 0:14:08, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2041, loss: 3.2041 2020-07-02 00:08:11,630 - mmaction - INFO - Epoch [50][380/940] lr: 3.649e-01, eta: 1 day, 0:13:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.4724, loss: 3.4724 2020-07-02 00:08:20,471 - mmaction - INFO - Epoch [50][400/940] lr: 3.649e-01, eta: 1 day, 0:13:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4221, loss: 3.4221 2020-07-02 00:08:29,307 - mmaction - INFO - Epoch [50][420/940] lr: 3.649e-01, eta: 1 day, 0:13:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.2867, loss: 3.2867 2020-07-02 00:08:38,184 - mmaction - INFO - Epoch [50][440/940] lr: 3.649e-01, eta: 1 day, 0:13:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5062, loss_cls: 3.3132, loss: 3.3132 2020-07-02 00:08:47,065 - mmaction - INFO - Epoch [50][460/940] lr: 3.649e-01, eta: 1 day, 0:13:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.1152, loss: 3.1152 2020-07-02 00:08:55,911 - mmaction - INFO - Epoch [50][480/940] lr: 3.649e-01, eta: 1 day, 0:13:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5188, loss_cls: 3.2523, loss: 3.2523 2020-07-02 00:09:04,741 - mmaction - INFO - Epoch [50][500/940] lr: 3.649e-01, eta: 1 day, 0:13:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.2933, loss: 3.2933 2020-07-02 00:09:13,612 - mmaction - INFO - Epoch [50][520/940] lr: 3.649e-01, eta: 1 day, 0:12:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2281, top5_acc: 0.5062, loss_cls: 3.5585, loss: 3.5585 2020-07-02 00:09:22,452 - mmaction - INFO - Epoch [50][540/940] lr: 3.649e-01, eta: 1 day, 0:12:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1583, loss: 3.1583 2020-07-02 00:09:31,281 - mmaction - INFO - Epoch [50][560/940] lr: 3.649e-01, eta: 1 day, 0:12:32, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.4395, loss: 3.4395 2020-07-02 00:09:40,156 - mmaction - INFO - Epoch [50][580/940] lr: 3.649e-01, eta: 1 day, 0:12:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.2699, loss: 3.2699 2020-07-02 00:09:49,303 - mmaction - INFO - Epoch [50][600/940] lr: 3.649e-01, eta: 1 day, 0:12:15, time: 0.458, data_time: 0.012, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4362, loss: 3.4362 2020-07-02 00:09:58,126 - mmaction - INFO - Epoch [50][620/940] lr: 3.649e-01, eta: 1 day, 0:12:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.2506, loss: 3.2506 2020-07-02 00:10:07,104 - mmaction - INFO - Epoch [50][640/940] lr: 3.649e-01, eta: 1 day, 0:11:56, time: 0.448, data_time: 0.011, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3132, loss: 3.3132 2020-07-02 00:10:15,983 - mmaction - INFO - Epoch [50][660/940] lr: 3.649e-01, eta: 1 day, 0:11:46, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2803, loss: 3.2803 2020-07-02 00:10:24,836 - mmaction - INFO - Epoch [50][680/940] lr: 3.649e-01, eta: 1 day, 0:11:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.1560, loss: 3.1560 2020-07-02 00:10:34,100 - mmaction - INFO - Epoch [50][700/940] lr: 3.649e-01, eta: 1 day, 0:11:29, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.5107, loss: 3.5107 2020-07-02 00:10:42,925 - mmaction - INFO - Epoch [50][720/940] lr: 3.649e-01, eta: 1 day, 0:11:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5156, loss_cls: 3.3919, loss: 3.3919 2020-07-02 00:10:51,715 - mmaction - INFO - Epoch [50][740/940] lr: 3.649e-01, eta: 1 day, 0:11:10, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5156, loss_cls: 3.3787, loss: 3.3787 2020-07-02 00:11:01,068 - mmaction - INFO - Epoch [50][760/940] lr: 3.649e-01, eta: 1 day, 0:11:02, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.3758, loss: 3.3758 2020-07-02 00:11:10,348 - mmaction - INFO - Epoch [50][780/940] lr: 3.649e-01, eta: 1 day, 0:10:54, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4445, loss: 3.4445 2020-07-02 00:11:19,250 - mmaction - INFO - Epoch [50][800/940] lr: 3.649e-01, eta: 1 day, 0:10:45, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.3727, loss: 3.3727 2020-07-02 00:11:28,112 - mmaction - INFO - Epoch [50][820/940] lr: 3.649e-01, eta: 1 day, 0:10:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2354, loss: 3.2354 2020-07-02 00:11:37,150 - mmaction - INFO - Epoch [50][840/940] lr: 3.649e-01, eta: 1 day, 0:10:27, time: 0.452, data_time: 0.012, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.1991, loss: 3.1991 2020-07-02 00:11:46,330 - mmaction - INFO - Epoch [50][860/940] lr: 3.649e-01, eta: 1 day, 0:10:19, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2901, loss: 3.2901 2020-07-02 00:11:55,214 - mmaction - INFO - Epoch [50][880/940] lr: 3.649e-01, eta: 1 day, 0:10:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3562, loss: 3.3562 2020-07-02 00:12:04,023 - mmaction - INFO - Epoch [50][900/940] lr: 3.649e-01, eta: 1 day, 0:10:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2791, loss: 3.2791 2020-07-02 00:12:12,909 - mmaction - INFO - Epoch [50][920/940] lr: 3.649e-01, eta: 1 day, 0:09:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3135, loss: 3.3135 2020-07-02 00:12:21,362 - mmaction - INFO - Epoch [50][940/940] lr: 3.649e-01, eta: 1 day, 0:09:39, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.3214, top5_acc: 0.5487, loss_cls: 3.1827, loss: 3.1827 2020-07-02 00:12:38,778 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 00:12:39,649 - mmaction - INFO - top1_acc 0.2818 top5_acc 0.5444 2020-07-02 00:12:39,650 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 00:12:39,724 - mmaction - INFO - mean_acc 0.2815 2020-07-02 00:12:39,734 - mmaction - INFO - Epoch [50][940/940] lr: 3.649e-01, top1_acc: 0.2818, top5_acc: 0.5444, mean_class_accuracy: 0.2815 2020-07-02 00:12:53,223 - mmaction - INFO - Epoch [51][20/940] lr: 3.635e-01, eta: 1 day, 0:09:48, time: 0.674, data_time: 0.233, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.2922, loss: 3.2922 2020-07-02 00:13:02,170 - mmaction - INFO - Epoch [51][40/940] lr: 3.635e-01, eta: 1 day, 0:09:39, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2949, loss: 3.2949 2020-07-02 00:13:11,051 - mmaction - INFO - Epoch [51][60/940] lr: 3.635e-01, eta: 1 day, 0:09:30, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2675, loss: 3.2675 2020-07-02 00:13:19,956 - mmaction - INFO - Epoch [51][80/940] lr: 3.635e-01, eta: 1 day, 0:09:21, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1955, loss: 3.1955 2020-07-02 00:13:28,805 - mmaction - INFO - Epoch [51][100/940] lr: 3.635e-01, eta: 1 day, 0:09:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2959, loss: 3.2959 2020-07-02 00:13:37,734 - mmaction - INFO - Epoch [51][120/940] lr: 3.635e-01, eta: 1 day, 0:09:02, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1026, loss: 3.1026 2020-07-02 00:13:46,602 - mmaction - INFO - Epoch [51][140/940] lr: 3.635e-01, eta: 1 day, 0:08:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5594, loss_cls: 3.1168, loss: 3.1168 2020-07-02 00:13:55,444 - mmaction - INFO - Epoch [51][160/940] lr: 3.635e-01, eta: 1 day, 0:08:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5031, loss_cls: 3.4094, loss: 3.4094 2020-07-02 00:14:04,247 - mmaction - INFO - Epoch [51][180/940] lr: 3.635e-01, eta: 1 day, 0:08:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2382, loss: 3.2382 2020-07-02 00:14:13,158 - mmaction - INFO - Epoch [51][200/940] lr: 3.635e-01, eta: 1 day, 0:08:24, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2402, loss: 3.2402 2020-07-02 00:14:22,026 - mmaction - INFO - Epoch [51][220/940] lr: 3.635e-01, eta: 1 day, 0:08:14, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2153, loss: 3.2153 2020-07-02 00:14:30,870 - mmaction - INFO - Epoch [51][240/940] lr: 3.635e-01, eta: 1 day, 0:08:05, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.3122, loss: 3.3122 2020-07-02 00:14:39,682 - mmaction - INFO - Epoch [51][260/940] lr: 3.635e-01, eta: 1 day, 0:07:55, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0901, loss: 3.0901 2020-07-02 00:14:48,508 - mmaction - INFO - Epoch [51][280/940] lr: 3.635e-01, eta: 1 day, 0:07:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.2681, loss: 3.2681 2020-07-02 00:14:57,408 - mmaction - INFO - Epoch [51][300/940] lr: 3.635e-01, eta: 1 day, 0:07:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2156, top5_acc: 0.4813, loss_cls: 3.6111, loss: 3.6111 2020-07-02 00:15:06,294 - mmaction - INFO - Epoch [51][320/940] lr: 3.635e-01, eta: 1 day, 0:07:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.3912, loss: 3.3912 2020-07-02 00:15:15,234 - mmaction - INFO - Epoch [51][340/940] lr: 3.635e-01, eta: 1 day, 0:07:18, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.2079, loss: 3.2079 2020-07-02 00:15:24,083 - mmaction - INFO - Epoch [51][360/940] lr: 3.635e-01, eta: 1 day, 0:07:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5156, loss_cls: 3.2372, loss: 3.2372 2020-07-02 00:15:32,876 - mmaction - INFO - Epoch [51][380/940] lr: 3.635e-01, eta: 1 day, 0:06:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2477, loss: 3.2477 2020-07-02 00:15:41,740 - mmaction - INFO - Epoch [51][400/940] lr: 3.635e-01, eta: 1 day, 0:06:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5125, loss_cls: 3.3113, loss: 3.3113 2020-07-02 00:15:50,639 - mmaction - INFO - Epoch [51][420/940] lr: 3.635e-01, eta: 1 day, 0:06:39, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2160, loss: 3.2160 2020-07-02 00:15:59,542 - mmaction - INFO - Epoch [51][440/940] lr: 3.635e-01, eta: 1 day, 0:06:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5188, loss_cls: 3.3772, loss: 3.3772 2020-07-02 00:16:08,468 - mmaction - INFO - Epoch [51][460/940] lr: 3.635e-01, eta: 1 day, 0:06:21, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3494, loss: 3.3494 2020-07-02 00:16:17,380 - mmaction - INFO - Epoch [51][480/940] lr: 3.635e-01, eta: 1 day, 0:06:12, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.3577, loss: 3.3577 2020-07-02 00:16:26,182 - mmaction - INFO - Epoch [51][500/940] lr: 3.635e-01, eta: 1 day, 0:06:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5625, loss_cls: 3.3005, loss: 3.3005 2020-07-02 00:16:35,241 - mmaction - INFO - Epoch [51][520/940] lr: 3.635e-01, eta: 1 day, 0:05:53, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5594, loss_cls: 3.3661, loss: 3.3661 2020-07-02 00:16:44,066 - mmaction - INFO - Epoch [51][540/940] lr: 3.635e-01, eta: 1 day, 0:05:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.4875, loss_cls: 3.3797, loss: 3.3797 2020-07-02 00:16:52,909 - mmaction - INFO - Epoch [51][560/940] lr: 3.635e-01, eta: 1 day, 0:05:34, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.3202, loss: 3.3202 2020-07-02 00:17:01,775 - mmaction - INFO - Epoch [51][580/940] lr: 3.635e-01, eta: 1 day, 0:05:25, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.5370, loss: 3.5370 2020-07-02 00:17:10,605 - mmaction - INFO - Epoch [51][600/940] lr: 3.635e-01, eta: 1 day, 0:05:15, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1128, loss: 3.1128 2020-07-02 00:17:19,443 - mmaction - INFO - Epoch [51][620/940] lr: 3.635e-01, eta: 1 day, 0:05:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.4275, loss: 3.4275 2020-07-02 00:17:28,350 - mmaction - INFO - Epoch [51][640/940] lr: 3.635e-01, eta: 1 day, 0:04:56, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.2622, loss: 3.2622 2020-07-02 00:17:37,264 - mmaction - INFO - Epoch [51][660/940] lr: 3.635e-01, eta: 1 day, 0:04:47, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.3259, loss: 3.3259 2020-07-02 00:17:46,070 - mmaction - INFO - Epoch [51][680/940] lr: 3.635e-01, eta: 1 day, 0:04:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.2594, loss: 3.2594 2020-07-02 00:17:54,894 - mmaction - INFO - Epoch [51][700/940] lr: 3.635e-01, eta: 1 day, 0:04:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1648, loss: 3.1648 2020-07-02 00:18:03,867 - mmaction - INFO - Epoch [51][720/940] lr: 3.635e-01, eta: 1 day, 0:04:18, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.4898, loss: 3.4898 2020-07-02 00:18:12,867 - mmaction - INFO - Epoch [51][740/940] lr: 3.635e-01, eta: 1 day, 0:04:09, time: 0.449, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2768, loss: 3.2768 2020-07-02 00:18:21,774 - mmaction - INFO - Epoch [51][760/940] lr: 3.635e-01, eta: 1 day, 0:04:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6031, loss_cls: 3.0824, loss: 3.0824 2020-07-02 00:18:30,613 - mmaction - INFO - Epoch [51][780/940] lr: 3.635e-01, eta: 1 day, 0:03:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.1693, loss: 3.1693 2020-07-02 00:18:39,420 - mmaction - INFO - Epoch [51][800/940] lr: 3.635e-01, eta: 1 day, 0:03:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4750, loss_cls: 3.4370, loss: 3.4370 2020-07-02 00:18:48,329 - mmaction - INFO - Epoch [51][820/940] lr: 3.635e-01, eta: 1 day, 0:03:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5406, loss_cls: 3.3723, loss: 3.3723 2020-07-02 00:18:57,144 - mmaction - INFO - Epoch [51][840/940] lr: 3.635e-01, eta: 1 day, 0:03:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0957, loss: 3.0957 2020-07-02 00:19:06,097 - mmaction - INFO - Epoch [51][860/940] lr: 3.635e-01, eta: 1 day, 0:03:13, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3520, loss: 3.3520 2020-07-02 00:19:14,908 - mmaction - INFO - Epoch [51][880/940] lr: 3.635e-01, eta: 1 day, 0:03:03, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.0559, loss: 3.0559 2020-07-02 00:19:23,851 - mmaction - INFO - Epoch [51][900/940] lr: 3.635e-01, eta: 1 day, 0:02:54, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.1874, loss: 3.1874 2020-07-02 00:19:32,671 - mmaction - INFO - Epoch [51][920/940] lr: 3.635e-01, eta: 1 day, 0:02:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.3528, loss: 3.3528 2020-07-02 00:19:41,156 - mmaction - INFO - Epoch [51][940/940] lr: 3.635e-01, eta: 1 day, 0:02:33, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.3019, top5_acc: 0.5649, loss_cls: 3.1561, loss: 3.1561 2020-07-02 00:19:55,830 - mmaction - INFO - Epoch [52][20/940] lr: 3.621e-01, eta: 1 day, 0:02:46, time: 0.715, data_time: 0.267, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2187, loss: 3.2187 2020-07-02 00:20:04,691 - mmaction - INFO - Epoch [52][40/940] lr: 3.621e-01, eta: 1 day, 0:02:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2072, loss: 3.2072 2020-07-02 00:20:13,884 - mmaction - INFO - Epoch [52][60/940] lr: 3.621e-01, eta: 1 day, 0:02:28, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1974, loss: 3.1974 2020-07-02 00:20:22,760 - mmaction - INFO - Epoch [52][80/940] lr: 3.621e-01, eta: 1 day, 0:02:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3637, loss: 3.3637 2020-07-02 00:20:31,620 - mmaction - INFO - Epoch [52][100/940] lr: 3.621e-01, eta: 1 day, 0:02:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2277, loss: 3.2277 2020-07-02 00:20:40,448 - mmaction - INFO - Epoch [52][120/940] lr: 3.621e-01, eta: 1 day, 0:02:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.3061, loss: 3.3061 2020-07-02 00:20:49,289 - mmaction - INFO - Epoch [52][140/940] lr: 3.621e-01, eta: 1 day, 0:01:50, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3120, loss: 3.3120 2020-07-02 00:20:58,148 - mmaction - INFO - Epoch [52][160/940] lr: 3.621e-01, eta: 1 day, 0:01:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.3100, loss: 3.3100 2020-07-02 00:21:07,236 - mmaction - INFO - Epoch [52][180/940] lr: 3.621e-01, eta: 1 day, 0:01:32, time: 0.455, data_time: 0.011, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.4045, loss: 3.4045 2020-07-02 00:21:16,083 - mmaction - INFO - Epoch [52][200/940] lr: 3.621e-01, eta: 1 day, 0:01:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.1882, loss: 3.1882 2020-07-02 00:21:25,045 - mmaction - INFO - Epoch [52][220/940] lr: 3.621e-01, eta: 1 day, 0:01:13, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3171, loss: 3.3171 2020-07-02 00:21:33,893 - mmaction - INFO - Epoch [52][240/940] lr: 3.621e-01, eta: 1 day, 0:01:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4969, loss_cls: 3.2977, loss: 3.2977 2020-07-02 00:21:42,792 - mmaction - INFO - Epoch [52][260/940] lr: 3.621e-01, eta: 1 day, 0:00:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2495, loss: 3.2495 2020-07-02 00:21:51,612 - mmaction - INFO - Epoch [52][280/940] lr: 3.621e-01, eta: 1 day, 0:00:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.3170, loss: 3.3170 2020-07-02 00:22:00,512 - mmaction - INFO - Epoch [52][300/940] lr: 3.621e-01, eta: 1 day, 0:00:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.3276, loss: 3.3276 2020-07-02 00:22:09,804 - mmaction - INFO - Epoch [52][320/940] lr: 3.621e-01, eta: 1 day, 0:00:28, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.2420, loss: 3.2420 2020-07-02 00:22:18,687 - mmaction - INFO - Epoch [52][340/940] lr: 3.621e-01, eta: 1 day, 0:00:18, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5469, loss_cls: 3.3110, loss: 3.3110 2020-07-02 00:22:27,585 - mmaction - INFO - Epoch [52][360/940] lr: 3.621e-01, eta: 1 day, 0:00:09, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3542, loss: 3.3542 2020-07-02 00:22:36,448 - mmaction - INFO - Epoch [52][380/940] lr: 3.621e-01, eta: 1 day, 0:00:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.3474, loss: 3.3474 2020-07-02 00:22:45,288 - mmaction - INFO - Epoch [52][400/940] lr: 3.621e-01, eta: 23:59:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2113, loss: 3.2113 2020-07-02 00:22:54,130 - mmaction - INFO - Epoch [52][420/940] lr: 3.621e-01, eta: 23:59:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2943, loss: 3.2943 2020-07-02 00:23:03,007 - mmaction - INFO - Epoch [52][440/940] lr: 3.621e-01, eta: 23:59:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5906, loss_cls: 3.2102, loss: 3.2102 2020-07-02 00:23:11,867 - mmaction - INFO - Epoch [52][460/940] lr: 3.621e-01, eta: 23:59:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2720, loss: 3.2720 2020-07-02 00:23:20,744 - mmaction - INFO - Epoch [52][480/940] lr: 3.621e-01, eta: 23:59:12, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2409, loss: 3.2409 2020-07-02 00:23:29,570 - mmaction - INFO - Epoch [52][500/940] lr: 3.621e-01, eta: 23:59:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5844, loss_cls: 3.1561, loss: 3.1561 2020-07-02 00:23:38,418 - mmaction - INFO - Epoch [52][520/940] lr: 3.621e-01, eta: 23:58:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4193, loss: 3.4193 2020-07-02 00:23:47,270 - mmaction - INFO - Epoch [52][540/940] lr: 3.621e-01, eta: 23:58:44, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3554, loss: 3.3554 2020-07-02 00:23:56,134 - mmaction - INFO - Epoch [52][560/940] lr: 3.621e-01, eta: 23:58:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3912, loss: 3.3912 2020-07-02 00:24:04,997 - mmaction - INFO - Epoch [52][580/940] lr: 3.621e-01, eta: 23:58:25, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.4969, loss_cls: 3.4755, loss: 3.4755 2020-07-02 00:24:13,916 - mmaction - INFO - Epoch [52][600/940] lr: 3.621e-01, eta: 23:58:15, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2425, loss: 3.2425 2020-07-02 00:24:22,696 - mmaction - INFO - Epoch [52][620/940] lr: 3.621e-01, eta: 23:58:06, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3363, loss: 3.3363 2020-07-02 00:24:31,546 - mmaction - INFO - Epoch [52][640/940] lr: 3.621e-01, eta: 23:57:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4594, loss_cls: 3.5582, loss: 3.5582 2020-07-02 00:24:40,384 - mmaction - INFO - Epoch [52][660/940] lr: 3.621e-01, eta: 23:57:46, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1420, loss: 3.1420 2020-07-02 00:24:49,282 - mmaction - INFO - Epoch [52][680/940] lr: 3.621e-01, eta: 23:57:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2220, loss: 3.2220 2020-07-02 00:24:58,139 - mmaction - INFO - Epoch [52][700/940] lr: 3.621e-01, eta: 23:57:28, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.2918, loss: 3.2918 2020-07-02 00:25:07,020 - mmaction - INFO - Epoch [52][720/940] lr: 3.621e-01, eta: 23:57:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.4278, loss: 3.4278 2020-07-02 00:25:15,861 - mmaction - INFO - Epoch [52][740/940] lr: 3.621e-01, eta: 23:57:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3307, loss: 3.3307 2020-07-02 00:25:24,698 - mmaction - INFO - Epoch [52][760/940] lr: 3.621e-01, eta: 23:56:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.4990, loss: 3.4990 2020-07-02 00:25:33,597 - mmaction - INFO - Epoch [52][780/940] lr: 3.621e-01, eta: 23:56:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2956, loss: 3.2956 2020-07-02 00:25:42,520 - mmaction - INFO - Epoch [52][800/940] lr: 3.621e-01, eta: 23:56:41, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4652, loss: 3.4652 2020-07-02 00:25:51,321 - mmaction - INFO - Epoch [52][820/940] lr: 3.621e-01, eta: 23:56:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3389, loss: 3.3389 2020-07-02 00:26:00,141 - mmaction - INFO - Epoch [52][840/940] lr: 3.621e-01, eta: 23:56:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.2440, loss: 3.2440 2020-07-02 00:26:08,979 - mmaction - INFO - Epoch [52][860/940] lr: 3.621e-01, eta: 23:56:12, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.5245, loss: 3.5245 2020-07-02 00:26:17,845 - mmaction - INFO - Epoch [52][880/940] lr: 3.621e-01, eta: 23:56:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5687, loss_cls: 3.3448, loss: 3.3448 2020-07-02 00:26:26,725 - mmaction - INFO - Epoch [52][900/940] lr: 3.621e-01, eta: 23:55:53, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.2782, loss: 3.2782 2020-07-02 00:26:35,545 - mmaction - INFO - Epoch [52][920/940] lr: 3.621e-01, eta: 23:55:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.4800, loss: 3.4800 2020-07-02 00:26:43,949 - mmaction - INFO - Epoch [52][940/940] lr: 3.621e-01, eta: 23:55:32, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.2468, top5_acc: 0.5162, loss_cls: 3.4050, loss: 3.4050 2020-07-02 00:26:44,290 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-02 00:26:58,632 - mmaction - INFO - Epoch [53][20/940] lr: 3.606e-01, eta: 23:55:40, time: 0.671, data_time: 0.214, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.4237, loss: 3.4237 2020-07-02 00:27:07,509 - mmaction - INFO - Epoch [53][40/940] lr: 3.606e-01, eta: 23:55:31, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3063, top5_acc: 0.4969, loss_cls: 3.3732, loss: 3.3732 2020-07-02 00:27:16,409 - mmaction - INFO - Epoch [53][60/940] lr: 3.606e-01, eta: 23:55:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2904, loss: 3.2904 2020-07-02 00:27:25,240 - mmaction - INFO - Epoch [53][80/940] lr: 3.606e-01, eta: 23:55:12, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 3.1444, loss: 3.1444 2020-07-02 00:27:34,105 - mmaction - INFO - Epoch [53][100/940] lr: 3.606e-01, eta: 23:55:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.3834, loss: 3.3834 2020-07-02 00:27:42,955 - mmaction - INFO - Epoch [53][120/940] lr: 3.606e-01, eta: 23:54:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.1923, loss: 3.1923 2020-07-02 00:27:51,811 - mmaction - INFO - Epoch [53][140/940] lr: 3.606e-01, eta: 23:54:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2755, loss: 3.2755 2020-07-02 00:28:00,700 - mmaction - INFO - Epoch [53][160/940] lr: 3.606e-01, eta: 23:54:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0643, loss: 3.0643 2020-07-02 00:28:09,541 - mmaction - INFO - Epoch [53][180/940] lr: 3.606e-01, eta: 23:54:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2300, loss: 3.2300 2020-07-02 00:28:18,432 - mmaction - INFO - Epoch [53][200/940] lr: 3.606e-01, eta: 23:54:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3527, loss: 3.3527 2020-07-02 00:28:27,280 - mmaction - INFO - Epoch [53][220/940] lr: 3.606e-01, eta: 23:54:06, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.2826, loss: 3.2826 2020-07-02 00:28:36,197 - mmaction - INFO - Epoch [53][240/940] lr: 3.606e-01, eta: 23:53:57, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2027, loss: 3.2027 2020-07-02 00:28:45,084 - mmaction - INFO - Epoch [53][260/940] lr: 3.606e-01, eta: 23:53:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.2762, loss: 3.2762 2020-07-02 00:28:53,920 - mmaction - INFO - Epoch [53][280/940] lr: 3.606e-01, eta: 23:53:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3648, loss: 3.3648 2020-07-02 00:29:02,796 - mmaction - INFO - Epoch [53][300/940] lr: 3.606e-01, eta: 23:53:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5563, loss_cls: 3.2738, loss: 3.2738 2020-07-02 00:29:11,667 - mmaction - INFO - Epoch [53][320/940] lr: 3.606e-01, eta: 23:53:19, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.6127, loss: 3.6127 2020-07-02 00:29:20,500 - mmaction - INFO - Epoch [53][340/940] lr: 3.606e-01, eta: 23:53:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.2360, loss: 3.2360 2020-07-02 00:29:29,331 - mmaction - INFO - Epoch [53][360/940] lr: 3.606e-01, eta: 23:53:00, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0651, loss: 3.0651 2020-07-02 00:29:38,139 - mmaction - INFO - Epoch [53][380/940] lr: 3.606e-01, eta: 23:52:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.2198, loss: 3.2198 2020-07-02 00:29:47,015 - mmaction - INFO - Epoch [53][400/940] lr: 3.606e-01, eta: 23:52:41, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3287, loss: 3.3287 2020-07-02 00:29:55,844 - mmaction - INFO - Epoch [53][420/940] lr: 3.606e-01, eta: 23:52:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1487, loss: 3.1487 2020-07-02 00:30:04,798 - mmaction - INFO - Epoch [53][440/940] lr: 3.606e-01, eta: 23:52:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5844, loss_cls: 3.2162, loss: 3.2162 2020-07-02 00:30:13,610 - mmaction - INFO - Epoch [53][460/940] lr: 3.606e-01, eta: 23:52:12, time: 0.445, data_time: 0.005, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4175, loss: 3.4175 2020-07-02 00:30:22,479 - mmaction - INFO - Epoch [53][480/940] lr: 3.606e-01, eta: 23:52:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3833, loss: 3.3833 2020-07-02 00:30:31,265 - mmaction - INFO - Epoch [53][500/940] lr: 3.606e-01, eta: 23:51:53, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.4995, loss: 3.4995 2020-07-02 00:30:40,569 - mmaction - INFO - Epoch [53][520/940] lr: 3.606e-01, eta: 23:51:45, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2222, loss: 3.2222 2020-07-02 00:30:49,877 - mmaction - INFO - Epoch [53][540/940] lr: 3.606e-01, eta: 23:51:38, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5531, loss_cls: 3.1491, loss: 3.1491 2020-07-02 00:30:58,712 - mmaction - INFO - Epoch [53][560/940] lr: 3.606e-01, eta: 23:51:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5875, loss_cls: 3.2125, loss: 3.2125 2020-07-02 00:31:07,603 - mmaction - INFO - Epoch [53][580/940] lr: 3.606e-01, eta: 23:51:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4781, loss_cls: 3.5593, loss: 3.5593 2020-07-02 00:31:16,390 - mmaction - INFO - Epoch [53][600/940] lr: 3.606e-01, eta: 23:51:09, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.2545, loss: 3.2545 2020-07-02 00:31:25,214 - mmaction - INFO - Epoch [53][620/940] lr: 3.606e-01, eta: 23:50:59, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1753, loss: 3.1753 2020-07-02 00:31:34,028 - mmaction - INFO - Epoch [53][640/940] lr: 3.606e-01, eta: 23:50:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.3209, loss: 3.3209 2020-07-02 00:31:42,970 - mmaction - INFO - Epoch [53][660/940] lr: 3.606e-01, eta: 23:50:41, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3490, loss: 3.3490 2020-07-02 00:31:51,830 - mmaction - INFO - Epoch [53][680/940] lr: 3.606e-01, eta: 23:50:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 3.0198, loss: 3.0198 2020-07-02 00:32:00,619 - mmaction - INFO - Epoch [53][700/940] lr: 3.606e-01, eta: 23:50:21, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3187, loss: 3.3187 2020-07-02 00:32:09,490 - mmaction - INFO - Epoch [53][720/940] lr: 3.606e-01, eta: 23:50:12, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3222, loss: 3.3222 2020-07-02 00:32:18,341 - mmaction - INFO - Epoch [53][740/940] lr: 3.606e-01, eta: 23:50:03, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.4580, loss: 3.4580 2020-07-02 00:32:27,170 - mmaction - INFO - Epoch [53][760/940] lr: 3.606e-01, eta: 23:49:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.1191, loss: 3.1191 2020-07-02 00:32:36,123 - mmaction - INFO - Epoch [53][780/940] lr: 3.606e-01, eta: 23:49:44, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.3108, loss: 3.3108 2020-07-02 00:32:44,976 - mmaction - INFO - Epoch [53][800/940] lr: 3.606e-01, eta: 23:49:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.3669, loss: 3.3669 2020-07-02 00:32:53,922 - mmaction - INFO - Epoch [53][820/940] lr: 3.606e-01, eta: 23:49:25, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0956, loss: 3.0956 2020-07-02 00:33:02,813 - mmaction - INFO - Epoch [53][840/940] lr: 3.606e-01, eta: 23:49:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3806, loss: 3.3806 2020-07-02 00:33:11,676 - mmaction - INFO - Epoch [53][860/940] lr: 3.606e-01, eta: 23:49:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.3393, loss: 3.3393 2020-07-02 00:33:20,560 - mmaction - INFO - Epoch [53][880/940] lr: 3.606e-01, eta: 23:48:57, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1795, loss: 3.1795 2020-07-02 00:33:29,382 - mmaction - INFO - Epoch [53][900/940] lr: 3.606e-01, eta: 23:48:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.3572, loss: 3.3572 2020-07-02 00:33:38,239 - mmaction - INFO - Epoch [53][920/940] lr: 3.606e-01, eta: 23:48:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5375, loss_cls: 3.2936, loss: 3.2936 2020-07-02 00:33:46,707 - mmaction - INFO - Epoch [53][940/940] lr: 3.606e-01, eta: 23:48:27, time: 0.425, data_time: 0.002, memory: 6328, top1_acc: 0.2857, top5_acc: 0.5032, loss_cls: 3.3543, loss: 3.3543 2020-07-02 00:34:01,463 - mmaction - INFO - Epoch [54][20/940] lr: 3.592e-01, eta: 23:48:39, time: 0.722, data_time: 0.261, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.3766, loss: 3.3766 2020-07-02 00:34:10,349 - mmaction - INFO - Epoch [54][40/940] lr: 3.592e-01, eta: 23:48:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.2512, loss: 3.2512 2020-07-02 00:34:19,289 - mmaction - INFO - Epoch [54][60/940] lr: 3.592e-01, eta: 23:48:21, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5437, loss_cls: 3.0710, loss: 3.0710 2020-07-02 00:34:28,265 - mmaction - INFO - Epoch [54][80/940] lr: 3.592e-01, eta: 23:48:11, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3233, loss: 3.3233 2020-07-02 00:34:37,157 - mmaction - INFO - Epoch [54][100/940] lr: 3.592e-01, eta: 23:48:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5344, loss_cls: 3.2958, loss: 3.2958 2020-07-02 00:34:45,985 - mmaction - INFO - Epoch [54][120/940] lr: 3.592e-01, eta: 23:47:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.4343, loss: 3.4343 2020-07-02 00:34:54,856 - mmaction - INFO - Epoch [54][140/940] lr: 3.592e-01, eta: 23:47:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3161, loss: 3.3161 2020-07-02 00:35:03,730 - mmaction - INFO - Epoch [54][160/940] lr: 3.592e-01, eta: 23:47:34, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.2979, loss: 3.2979 2020-07-02 00:35:12,597 - mmaction - INFO - Epoch [54][180/940] lr: 3.592e-01, eta: 23:47:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2098, loss: 3.2098 2020-07-02 00:35:21,388 - mmaction - INFO - Epoch [54][200/940] lr: 3.592e-01, eta: 23:47:15, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3873, loss: 3.3873 2020-07-02 00:35:30,178 - mmaction - INFO - Epoch [54][220/940] lr: 3.592e-01, eta: 23:47:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4575, loss: 3.4575 2020-07-02 00:35:39,072 - mmaction - INFO - Epoch [54][240/940] lr: 3.592e-01, eta: 23:46:55, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3561, loss: 3.3561 2020-07-02 00:35:47,980 - mmaction - INFO - Epoch [54][260/940] lr: 3.592e-01, eta: 23:46:46, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.3548, loss: 3.3548 2020-07-02 00:35:56,854 - mmaction - INFO - Epoch [54][280/940] lr: 3.592e-01, eta: 23:46:37, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5031, loss_cls: 3.2982, loss: 3.2982 2020-07-02 00:36:05,742 - mmaction - INFO - Epoch [54][300/940] lr: 3.592e-01, eta: 23:46:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5312, loss_cls: 3.3534, loss: 3.3534 2020-07-02 00:36:14,569 - mmaction - INFO - Epoch [54][320/940] lr: 3.592e-01, eta: 23:46:18, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1155, loss: 3.1155 2020-07-02 00:36:23,893 - mmaction - INFO - Epoch [54][340/940] lr: 3.592e-01, eta: 23:46:10, time: 0.466, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2449, loss: 3.2449 2020-07-02 00:36:33,128 - mmaction - INFO - Epoch [54][360/940] lr: 3.592e-01, eta: 23:46:02, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2047, loss: 3.2047 2020-07-02 00:36:41,966 - mmaction - INFO - Epoch [54][380/940] lr: 3.592e-01, eta: 23:45:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.2497, loss: 3.2497 2020-07-02 00:36:50,829 - mmaction - INFO - Epoch [54][400/940] lr: 3.592e-01, eta: 23:45:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.1982, loss: 3.1982 2020-07-02 00:36:59,666 - mmaction - INFO - Epoch [54][420/940] lr: 3.592e-01, eta: 23:45:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.3014, loss: 3.3014 2020-07-02 00:37:08,496 - mmaction - INFO - Epoch [54][440/940] lr: 3.592e-01, eta: 23:45:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.2775, loss: 3.2775 2020-07-02 00:37:17,392 - mmaction - INFO - Epoch [54][460/940] lr: 3.592e-01, eta: 23:45:15, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.2737, loss: 3.2737 2020-07-02 00:37:26,660 - mmaction - INFO - Epoch [54][480/940] lr: 3.592e-01, eta: 23:45:07, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4183, loss: 3.4183 2020-07-02 00:37:35,487 - mmaction - INFO - Epoch [54][500/940] lr: 3.592e-01, eta: 23:44:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2830, loss: 3.2830 2020-07-02 00:37:44,369 - mmaction - INFO - Epoch [54][520/940] lr: 3.592e-01, eta: 23:44:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5563, loss_cls: 3.2506, loss: 3.2506 2020-07-02 00:37:53,242 - mmaction - INFO - Epoch [54][540/940] lr: 3.592e-01, eta: 23:44:38, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.3184, loss: 3.3184 2020-07-02 00:38:02,102 - mmaction - INFO - Epoch [54][560/940] lr: 3.592e-01, eta: 23:44:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.2971, loss: 3.2971 2020-07-02 00:38:10,916 - mmaction - INFO - Epoch [54][580/940] lr: 3.592e-01, eta: 23:44:19, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2486, loss: 3.2486 2020-07-02 00:38:19,837 - mmaction - INFO - Epoch [54][600/940] lr: 3.592e-01, eta: 23:44:10, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5219, loss_cls: 3.4278, loss: 3.4278 2020-07-02 00:38:28,683 - mmaction - INFO - Epoch [54][620/940] lr: 3.592e-01, eta: 23:44:01, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2733, loss: 3.2733 2020-07-02 00:38:37,518 - mmaction - INFO - Epoch [54][640/940] lr: 3.592e-01, eta: 23:43:51, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5031, loss_cls: 3.2907, loss: 3.2907 2020-07-02 00:38:46,416 - mmaction - INFO - Epoch [54][660/940] lr: 3.592e-01, eta: 23:43:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4875, loss_cls: 3.4165, loss: 3.4165 2020-07-02 00:38:55,287 - mmaction - INFO - Epoch [54][680/940] lr: 3.592e-01, eta: 23:43:32, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5406, loss_cls: 3.3271, loss: 3.3271 2020-07-02 00:39:04,137 - mmaction - INFO - Epoch [54][700/940] lr: 3.592e-01, eta: 23:43:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2807, loss: 3.2807 2020-07-02 00:39:13,128 - mmaction - INFO - Epoch [54][720/940] lr: 3.592e-01, eta: 23:43:14, time: 0.449, data_time: 0.010, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1031, loss: 3.1031 2020-07-02 00:39:22,053 - mmaction - INFO - Epoch [54][740/940] lr: 3.592e-01, eta: 23:43:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.2740, loss: 3.2740 2020-07-02 00:39:30,920 - mmaction - INFO - Epoch [54][760/940] lr: 3.592e-01, eta: 23:42:55, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.2273, loss: 3.2273 2020-07-02 00:39:39,801 - mmaction - INFO - Epoch [54][780/940] lr: 3.592e-01, eta: 23:42:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3167, loss: 3.3167 2020-07-02 00:39:48,812 - mmaction - INFO - Epoch [54][800/940] lr: 3.592e-01, eta: 23:42:37, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3668, loss: 3.3668 2020-07-02 00:39:57,574 - mmaction - INFO - Epoch [54][820/940] lr: 3.592e-01, eta: 23:42:27, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2182, loss: 3.2182 2020-07-02 00:40:06,440 - mmaction - INFO - Epoch [54][840/940] lr: 3.592e-01, eta: 23:42:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.4080, loss: 3.4080 2020-07-02 00:40:15,253 - mmaction - INFO - Epoch [54][860/940] lr: 3.592e-01, eta: 23:42:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.4452, loss: 3.4452 2020-07-02 00:40:24,045 - mmaction - INFO - Epoch [54][880/940] lr: 3.592e-01, eta: 23:41:58, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1642, loss: 3.1642 2020-07-02 00:40:32,945 - mmaction - INFO - Epoch [54][900/940] lr: 3.592e-01, eta: 23:41:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0938, loss: 3.0938 2020-07-02 00:40:41,755 - mmaction - INFO - Epoch [54][920/940] lr: 3.592e-01, eta: 23:41:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2362, loss: 3.2362 2020-07-02 00:40:50,100 - mmaction - INFO - Epoch [54][940/940] lr: 3.592e-01, eta: 23:41:28, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.3052, top5_acc: 0.5390, loss_cls: 3.2143, loss: 3.2143 2020-07-02 00:41:04,728 - mmaction - INFO - Epoch [55][20/940] lr: 3.577e-01, eta: 23:41:39, time: 0.714, data_time: 0.264, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.2389, loss: 3.2389 2020-07-02 00:41:13,618 - mmaction - INFO - Epoch [55][40/940] lr: 3.577e-01, eta: 23:41:30, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4179, loss: 3.4179 2020-07-02 00:41:22,557 - mmaction - INFO - Epoch [55][60/940] lr: 3.577e-01, eta: 23:41:20, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.3608, loss: 3.3608 2020-07-02 00:41:31,444 - mmaction - INFO - Epoch [55][80/940] lr: 3.577e-01, eta: 23:41:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3809, loss: 3.3809 2020-07-02 00:41:40,270 - mmaction - INFO - Epoch [55][100/940] lr: 3.577e-01, eta: 23:41:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5281, loss_cls: 3.3180, loss: 3.3180 2020-07-02 00:41:49,233 - mmaction - INFO - Epoch [55][120/940] lr: 3.577e-01, eta: 23:40:52, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5781, loss_cls: 3.2247, loss: 3.2247 2020-07-02 00:41:58,040 - mmaction - INFO - Epoch [55][140/940] lr: 3.577e-01, eta: 23:40:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1025, loss: 3.1025 2020-07-02 00:42:06,913 - mmaction - INFO - Epoch [55][160/940] lr: 3.577e-01, eta: 23:40:33, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.2235, loss: 3.2235 2020-07-02 00:42:15,862 - mmaction - INFO - Epoch [55][180/940] lr: 3.577e-01, eta: 23:40:24, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0686, loss: 3.0686 2020-07-02 00:42:24,777 - mmaction - INFO - Epoch [55][200/940] lr: 3.577e-01, eta: 23:40:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2063, loss: 3.2063 2020-07-02 00:42:33,638 - mmaction - INFO - Epoch [55][220/940] lr: 3.577e-01, eta: 23:40:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2463, loss: 3.2463 2020-07-02 00:42:42,509 - mmaction - INFO - Epoch [55][240/940] lr: 3.577e-01, eta: 23:39:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5094, loss_cls: 3.2070, loss: 3.2070 2020-07-02 00:42:51,337 - mmaction - INFO - Epoch [55][260/940] lr: 3.577e-01, eta: 23:39:47, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.2956, loss: 3.2956 2020-07-02 00:43:00,198 - mmaction - INFO - Epoch [55][280/940] lr: 3.577e-01, eta: 23:39:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.4510, loss: 3.4510 2020-07-02 00:43:09,026 - mmaction - INFO - Epoch [55][300/940] lr: 3.577e-01, eta: 23:39:28, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.1935, loss: 3.1935 2020-07-02 00:43:17,854 - mmaction - INFO - Epoch [55][320/940] lr: 3.577e-01, eta: 23:39:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4930, loss: 3.4930 2020-07-02 00:43:26,760 - mmaction - INFO - Epoch [55][340/940] lr: 3.577e-01, eta: 23:39:09, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1677, loss: 3.1677 2020-07-02 00:43:35,578 - mmaction - INFO - Epoch [55][360/940] lr: 3.577e-01, eta: 23:38:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5651, loss: 3.5651 2020-07-02 00:43:44,420 - mmaction - INFO - Epoch [55][380/940] lr: 3.577e-01, eta: 23:38:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0944, loss: 3.0944 2020-07-02 00:43:53,256 - mmaction - INFO - Epoch [55][400/940] lr: 3.577e-01, eta: 23:38:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.2191, loss: 3.2191 2020-07-02 00:44:02,149 - mmaction - INFO - Epoch [55][420/940] lr: 3.577e-01, eta: 23:38:31, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1399, loss: 3.1399 2020-07-02 00:44:11,021 - mmaction - INFO - Epoch [55][440/940] lr: 3.577e-01, eta: 23:38:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3226, loss: 3.3226 2020-07-02 00:44:19,883 - mmaction - INFO - Epoch [55][460/940] lr: 3.577e-01, eta: 23:38:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4666, loss: 3.4666 2020-07-02 00:44:28,704 - mmaction - INFO - Epoch [55][480/940] lr: 3.577e-01, eta: 23:38:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.6000, loss_cls: 3.1039, loss: 3.1039 2020-07-02 00:44:37,526 - mmaction - INFO - Epoch [55][500/940] lr: 3.577e-01, eta: 23:37:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4539, loss: 3.4539 2020-07-02 00:44:46,393 - mmaction - INFO - Epoch [55][520/940] lr: 3.577e-01, eta: 23:37:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4449, loss: 3.4449 2020-07-02 00:44:55,229 - mmaction - INFO - Epoch [55][540/940] lr: 3.577e-01, eta: 23:37:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.3878, loss: 3.3878 2020-07-02 00:45:04,108 - mmaction - INFO - Epoch [55][560/940] lr: 3.577e-01, eta: 23:37:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3876, loss: 3.3876 2020-07-02 00:45:13,322 - mmaction - INFO - Epoch [55][580/940] lr: 3.577e-01, eta: 23:37:16, time: 0.460, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1691, loss: 3.1691 2020-07-02 00:45:22,175 - mmaction - INFO - Epoch [55][600/940] lr: 3.577e-01, eta: 23:37:07, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.3519, loss: 3.3519 2020-07-02 00:45:31,019 - mmaction - INFO - Epoch [55][620/940] lr: 3.577e-01, eta: 23:36:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3545, loss: 3.3545 2020-07-02 00:45:39,878 - mmaction - INFO - Epoch [55][640/940] lr: 3.577e-01, eta: 23:36:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2253, loss: 3.2253 2020-07-02 00:45:48,697 - mmaction - INFO - Epoch [55][660/940] lr: 3.577e-01, eta: 23:36:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.0916, loss: 3.0916 2020-07-02 00:45:57,598 - mmaction - INFO - Epoch [55][680/940] lr: 3.577e-01, eta: 23:36:29, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3236, loss: 3.3236 2020-07-02 00:46:06,468 - mmaction - INFO - Epoch [55][700/940] lr: 3.577e-01, eta: 23:36:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.3408, loss: 3.3408 2020-07-02 00:46:15,329 - mmaction - INFO - Epoch [55][720/940] lr: 3.577e-01, eta: 23:36:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3403, loss: 3.3403 2020-07-02 00:46:24,219 - mmaction - INFO - Epoch [55][740/940] lr: 3.577e-01, eta: 23:36:01, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3318, loss: 3.3318 2020-07-02 00:46:33,088 - mmaction - INFO - Epoch [55][760/940] lr: 3.577e-01, eta: 23:35:51, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5813, loss_cls: 3.2592, loss: 3.2592 2020-07-02 00:46:41,895 - mmaction - INFO - Epoch [55][780/940] lr: 3.577e-01, eta: 23:35:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.4662, loss: 3.4662 2020-07-02 00:46:50,720 - mmaction - INFO - Epoch [55][800/940] lr: 3.577e-01, eta: 23:35:32, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1726, loss: 3.1726 2020-07-02 00:46:59,577 - mmaction - INFO - Epoch [55][820/940] lr: 3.577e-01, eta: 23:35:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.4300, loss: 3.4300 2020-07-02 00:47:08,391 - mmaction - INFO - Epoch [55][840/940] lr: 3.577e-01, eta: 23:35:13, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.4713, loss: 3.4713 2020-07-02 00:47:17,306 - mmaction - INFO - Epoch [55][860/940] lr: 3.577e-01, eta: 23:35:04, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3663, loss: 3.3663 2020-07-02 00:47:26,094 - mmaction - INFO - Epoch [55][880/940] lr: 3.577e-01, eta: 23:34:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.1276, loss: 3.1276 2020-07-02 00:47:34,891 - mmaction - INFO - Epoch [55][900/940] lr: 3.577e-01, eta: 23:34:45, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2531, loss: 3.2531 2020-07-02 00:47:43,841 - mmaction - INFO - Epoch [55][920/940] lr: 3.577e-01, eta: 23:34:35, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4625, loss_cls: 3.4810, loss: 3.4810 2020-07-02 00:47:52,239 - mmaction - INFO - Epoch [55][940/940] lr: 3.577e-01, eta: 23:34:24, time: 0.419, data_time: 0.000, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5682, loss_cls: 3.1087, loss: 3.1087 2020-07-02 00:48:09,322 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 00:48:10,191 - mmaction - INFO - top1_acc 0.3106 top5_acc 0.5653 2020-07-02 00:48:10,191 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 00:48:10,248 - mmaction - INFO - mean_acc 0.3104 2020-07-02 00:48:10,258 - mmaction - INFO - Epoch [55][940/940] lr: 3.577e-01, top1_acc: 0.3106, top5_acc: 0.5653, mean_class_accuracy: 0.3104 2020-07-02 00:48:23,795 - mmaction - INFO - Epoch [56][20/940] lr: 3.561e-01, eta: 23:34:31, time: 0.669, data_time: 0.204, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2491, loss: 3.2491 2020-07-02 00:48:33,097 - mmaction - INFO - Epoch [56][40/940] lr: 3.561e-01, eta: 23:34:24, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3182, loss: 3.3182 2020-07-02 00:48:41,947 - mmaction - INFO - Epoch [56][60/940] lr: 3.561e-01, eta: 23:34:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.5652, loss: 3.5652 2020-07-02 00:48:51,239 - mmaction - INFO - Epoch [56][80/940] lr: 3.561e-01, eta: 23:34:06, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1702, loss: 3.1702 2020-07-02 00:49:00,097 - mmaction - INFO - Epoch [56][100/940] lr: 3.561e-01, eta: 23:33:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3112, loss: 3.3112 2020-07-02 00:49:08,942 - mmaction - INFO - Epoch [56][120/940] lr: 3.561e-01, eta: 23:33:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0602, loss: 3.0602 2020-07-02 00:49:17,795 - mmaction - INFO - Epoch [56][140/940] lr: 3.561e-01, eta: 23:33:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3027, loss: 3.3027 2020-07-02 00:49:26,677 - mmaction - INFO - Epoch [56][160/940] lr: 3.561e-01, eta: 23:33:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2090, loss: 3.2090 2020-07-02 00:49:35,582 - mmaction - INFO - Epoch [56][180/940] lr: 3.561e-01, eta: 23:33:19, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1632, loss: 3.1632 2020-07-02 00:49:44,422 - mmaction - INFO - Epoch [56][200/940] lr: 3.561e-01, eta: 23:33:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.2892, loss: 3.2892 2020-07-02 00:49:53,303 - mmaction - INFO - Epoch [56][220/940] lr: 3.561e-01, eta: 23:33:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2589, loss: 3.2589 2020-07-02 00:50:02,206 - mmaction - INFO - Epoch [56][240/940] lr: 3.561e-01, eta: 23:32:51, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2375, top5_acc: 0.5188, loss_cls: 3.3816, loss: 3.3816 2020-07-02 00:50:11,120 - mmaction - INFO - Epoch [56][260/940] lr: 3.561e-01, eta: 23:32:42, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5594, loss_cls: 3.3369, loss: 3.3369 2020-07-02 00:50:19,930 - mmaction - INFO - Epoch [56][280/940] lr: 3.561e-01, eta: 23:32:32, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.3687, loss: 3.3687 2020-07-02 00:50:28,753 - mmaction - INFO - Epoch [56][300/940] lr: 3.561e-01, eta: 23:32:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.3561, loss: 3.3561 2020-07-02 00:50:37,624 - mmaction - INFO - Epoch [56][320/940] lr: 3.561e-01, eta: 23:32:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1093, loss: 3.1093 2020-07-02 00:50:46,446 - mmaction - INFO - Epoch [56][340/940] lr: 3.561e-01, eta: 23:32:04, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1498, loss: 3.1498 2020-07-02 00:50:55,290 - mmaction - INFO - Epoch [56][360/940] lr: 3.561e-01, eta: 23:31:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4481, loss: 3.4481 2020-07-02 00:51:04,103 - mmaction - INFO - Epoch [56][380/940] lr: 3.561e-01, eta: 23:31:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.3591, loss: 3.3591 2020-07-02 00:51:13,106 - mmaction - INFO - Epoch [56][400/940] lr: 3.561e-01, eta: 23:31:36, time: 0.451, data_time: 0.012, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5062, loss_cls: 3.3403, loss: 3.3403 2020-07-02 00:51:21,893 - mmaction - INFO - Epoch [56][420/940] lr: 3.561e-01, eta: 23:31:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1584, loss: 3.1584 2020-07-02 00:51:30,749 - mmaction - INFO - Epoch [56][440/940] lr: 3.561e-01, eta: 23:31:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.2939, loss: 3.2939 2020-07-02 00:51:39,672 - mmaction - INFO - Epoch [56][460/940] lr: 3.561e-01, eta: 23:31:07, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.3417, loss: 3.3417 2020-07-02 00:51:48,473 - mmaction - INFO - Epoch [56][480/940] lr: 3.561e-01, eta: 23:30:58, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3198, loss: 3.3198 2020-07-02 00:51:57,265 - mmaction - INFO - Epoch [56][500/940] lr: 3.561e-01, eta: 23:30:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.2207, loss: 3.2207 2020-07-02 00:52:06,222 - mmaction - INFO - Epoch [56][520/940] lr: 3.561e-01, eta: 23:30:39, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5250, loss_cls: 3.2640, loss: 3.2640 2020-07-02 00:52:15,053 - mmaction - INFO - Epoch [56][540/940] lr: 3.561e-01, eta: 23:30:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.3006, loss: 3.3006 2020-07-02 00:52:24,263 - mmaction - INFO - Epoch [56][560/940] lr: 3.561e-01, eta: 23:30:21, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.3644, loss: 3.3644 2020-07-02 00:52:33,091 - mmaction - INFO - Epoch [56][580/940] lr: 3.561e-01, eta: 23:30:12, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2219, loss: 3.2219 2020-07-02 00:52:41,913 - mmaction - INFO - Epoch [56][600/940] lr: 3.561e-01, eta: 23:30:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3023, loss: 3.3023 2020-07-02 00:52:50,765 - mmaction - INFO - Epoch [56][620/940] lr: 3.561e-01, eta: 23:29:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.3485, loss: 3.3485 2020-07-02 00:52:59,608 - mmaction - INFO - Epoch [56][640/940] lr: 3.561e-01, eta: 23:29:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.5162, loss: 3.5162 2020-07-02 00:53:08,422 - mmaction - INFO - Epoch [56][660/940] lr: 3.561e-01, eta: 23:29:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5156, loss_cls: 3.3347, loss: 3.3347 2020-07-02 00:53:17,251 - mmaction - INFO - Epoch [56][680/940] lr: 3.561e-01, eta: 23:29:24, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1921, loss: 3.1921 2020-07-02 00:53:26,028 - mmaction - INFO - Epoch [56][700/940] lr: 3.561e-01, eta: 23:29:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.2048, loss: 3.2048 2020-07-02 00:53:34,857 - mmaction - INFO - Epoch [56][720/940] lr: 3.561e-01, eta: 23:29:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2291, loss: 3.2291 2020-07-02 00:53:43,672 - mmaction - INFO - Epoch [56][740/940] lr: 3.561e-01, eta: 23:28:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2178, loss: 3.2178 2020-07-02 00:53:52,509 - mmaction - INFO - Epoch [56][760/940] lr: 3.561e-01, eta: 23:28:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1789, loss: 3.1789 2020-07-02 00:54:01,375 - mmaction - INFO - Epoch [56][780/940] lr: 3.561e-01, eta: 23:28:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4300, loss: 3.4300 2020-07-02 00:54:10,202 - mmaction - INFO - Epoch [56][800/940] lr: 3.561e-01, eta: 23:28:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.2340, loss: 3.2340 2020-07-02 00:54:19,053 - mmaction - INFO - Epoch [56][820/940] lr: 3.561e-01, eta: 23:28:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.2087, loss: 3.2087 2020-07-02 00:54:27,865 - mmaction - INFO - Epoch [56][840/940] lr: 3.561e-01, eta: 23:28:08, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5375, loss_cls: 3.2912, loss: 3.2912 2020-07-02 00:54:36,843 - mmaction - INFO - Epoch [56][860/940] lr: 3.561e-01, eta: 23:27:59, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3162, loss: 3.3162 2020-07-02 00:54:45,823 - mmaction - INFO - Epoch [56][880/940] lr: 3.561e-01, eta: 23:27:50, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.1634, loss: 3.1634 2020-07-02 00:54:54,731 - mmaction - INFO - Epoch [56][900/940] lr: 3.561e-01, eta: 23:27:40, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5687, loss_cls: 3.1945, loss: 3.1945 2020-07-02 00:55:03,536 - mmaction - INFO - Epoch [56][920/940] lr: 3.561e-01, eta: 23:27:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3051, loss: 3.3051 2020-07-02 00:55:11,971 - mmaction - INFO - Epoch [56][940/940] lr: 3.561e-01, eta: 23:27:20, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2825, top5_acc: 0.5357, loss_cls: 3.3179, loss: 3.3179 2020-07-02 00:55:12,325 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-02 00:55:26,468 - mmaction - INFO - Epoch [57][20/940] lr: 3.546e-01, eta: 23:27:24, time: 0.640, data_time: 0.195, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1702, loss: 3.1702 2020-07-02 00:55:35,378 - mmaction - INFO - Epoch [57][40/940] lr: 3.546e-01, eta: 23:27:15, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4890, loss: 3.4890 2020-07-02 00:55:44,275 - mmaction - INFO - Epoch [57][60/940] lr: 3.546e-01, eta: 23:27:06, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2429, loss: 3.2429 2020-07-02 00:55:53,147 - mmaction - INFO - Epoch [57][80/940] lr: 3.546e-01, eta: 23:26:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.3222, loss: 3.3222 2020-07-02 00:56:01,967 - mmaction - INFO - Epoch [57][100/940] lr: 3.546e-01, eta: 23:26:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.3115, loss: 3.3115 2020-07-02 00:56:10,796 - mmaction - INFO - Epoch [57][120/940] lr: 3.546e-01, eta: 23:26:37, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4402, loss: 3.4402 2020-07-02 00:56:19,732 - mmaction - INFO - Epoch [57][140/940] lr: 3.546e-01, eta: 23:26:28, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.2890, loss: 3.2890 2020-07-02 00:56:29,054 - mmaction - INFO - Epoch [57][160/940] lr: 3.546e-01, eta: 23:26:20, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.1875, loss: 3.1875 2020-07-02 00:56:37,977 - mmaction - INFO - Epoch [57][180/940] lr: 3.546e-01, eta: 23:26:11, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.0785, loss: 3.0785 2020-07-02 00:56:46,824 - mmaction - INFO - Epoch [57][200/940] lr: 3.546e-01, eta: 23:26:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0646, loss: 3.0646 2020-07-02 00:56:55,829 - mmaction - INFO - Epoch [57][220/940] lr: 3.546e-01, eta: 23:25:53, time: 0.449, data_time: 0.008, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3783, loss: 3.3783 2020-07-02 00:57:04,698 - mmaction - INFO - Epoch [57][240/940] lr: 3.546e-01, eta: 23:25:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3285, loss: 3.3285 2020-07-02 00:57:13,647 - mmaction - INFO - Epoch [57][260/940] lr: 3.546e-01, eta: 23:25:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3641, loss: 3.3641 2020-07-02 00:57:22,600 - mmaction - INFO - Epoch [57][280/940] lr: 3.546e-01, eta: 23:25:25, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2580, loss: 3.2580 2020-07-02 00:57:31,570 - mmaction - INFO - Epoch [57][300/940] lr: 3.546e-01, eta: 23:25:16, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.1748, loss: 3.1748 2020-07-02 00:57:40,465 - mmaction - INFO - Epoch [57][320/940] lr: 3.546e-01, eta: 23:25:07, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.2420, loss: 3.2420 2020-07-02 00:57:49,398 - mmaction - INFO - Epoch [57][340/940] lr: 3.546e-01, eta: 23:24:58, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.2732, loss: 3.2732 2020-07-02 00:57:58,219 - mmaction - INFO - Epoch [57][360/940] lr: 3.546e-01, eta: 23:24:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.3303, loss: 3.3303 2020-07-02 00:58:07,059 - mmaction - INFO - Epoch [57][380/940] lr: 3.546e-01, eta: 23:24:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.2107, loss: 3.2107 2020-07-02 00:58:15,951 - mmaction - INFO - Epoch [57][400/940] lr: 3.546e-01, eta: 23:24:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.3189, loss: 3.3189 2020-07-02 00:58:24,939 - mmaction - INFO - Epoch [57][420/940] lr: 3.546e-01, eta: 23:24:20, time: 0.448, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1811, loss: 3.1811 2020-07-02 00:58:33,754 - mmaction - INFO - Epoch [57][440/940] lr: 3.546e-01, eta: 23:24:11, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1418, loss: 3.1418 2020-07-02 00:58:42,596 - mmaction - INFO - Epoch [57][460/940] lr: 3.546e-01, eta: 23:24:01, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.3623, loss: 3.3623 2020-07-02 00:58:51,433 - mmaction - INFO - Epoch [57][480/940] lr: 3.546e-01, eta: 23:23:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.3591, loss: 3.3591 2020-07-02 00:59:00,288 - mmaction - INFO - Epoch [57][500/940] lr: 3.546e-01, eta: 23:23:42, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2159, loss: 3.2159 2020-07-02 00:59:09,222 - mmaction - INFO - Epoch [57][520/940] lr: 3.546e-01, eta: 23:23:33, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2319, loss: 3.2319 2020-07-02 00:59:18,085 - mmaction - INFO - Epoch [57][540/940] lr: 3.546e-01, eta: 23:23:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2939, loss: 3.2939 2020-07-02 00:59:27,000 - mmaction - INFO - Epoch [57][560/940] lr: 3.546e-01, eta: 23:23:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2420, loss: 3.2420 2020-07-02 00:59:35,799 - mmaction - INFO - Epoch [57][580/940] lr: 3.546e-01, eta: 23:23:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.3228, loss: 3.3228 2020-07-02 00:59:44,703 - mmaction - INFO - Epoch [57][600/940] lr: 3.546e-01, eta: 23:22:56, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2313, top5_acc: 0.5281, loss_cls: 3.4103, loss: 3.4103 2020-07-02 00:59:53,686 - mmaction - INFO - Epoch [57][620/940] lr: 3.546e-01, eta: 23:22:47, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0067, loss: 3.0067 2020-07-02 01:00:03,855 - mmaction - INFO - Epoch [57][640/940] lr: 3.546e-01, eta: 23:22:37, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3677, loss: 3.3677 2020-07-02 01:00:17,323 - mmaction - INFO - Epoch [57][660/940] lr: 3.546e-01, eta: 23:22:48, time: 0.738, data_time: 0.083, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.6661, loss: 3.6661 2020-07-02 01:00:26,238 - mmaction - INFO - Epoch [57][680/940] lr: 3.546e-01, eta: 23:22:39, time: 0.448, data_time: 0.006, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1930, loss: 3.1930 2020-07-02 01:00:35,154 - mmaction - INFO - Epoch [57][700/940] lr: 3.546e-01, eta: 23:22:30, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2590, loss: 3.2590 2020-07-02 01:00:44,073 - mmaction - INFO - Epoch [57][720/940] lr: 3.546e-01, eta: 23:22:21, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2709, loss: 3.2709 2020-07-02 01:00:52,957 - mmaction - INFO - Epoch [57][740/940] lr: 3.546e-01, eta: 23:22:12, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.0691, loss: 3.0691 2020-07-02 01:01:01,773 - mmaction - INFO - Epoch [57][760/940] lr: 3.546e-01, eta: 23:22:02, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5719, loss_cls: 3.2400, loss: 3.2400 2020-07-02 01:01:10,634 - mmaction - INFO - Epoch [57][780/940] lr: 3.546e-01, eta: 23:21:53, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1824, loss: 3.1824 2020-07-02 01:01:19,584 - mmaction - INFO - Epoch [57][800/940] lr: 3.546e-01, eta: 23:21:44, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3755, loss: 3.3755 2020-07-02 01:01:28,480 - mmaction - INFO - Epoch [57][820/940] lr: 3.546e-01, eta: 23:21:34, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1867, loss: 3.1867 2020-07-02 01:01:37,363 - mmaction - INFO - Epoch [57][840/940] lr: 3.546e-01, eta: 23:21:25, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4906, loss_cls: 3.5091, loss: 3.5091 2020-07-02 01:01:46,153 - mmaction - INFO - Epoch [57][860/940] lr: 3.546e-01, eta: 23:21:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2971, loss: 3.2971 2020-07-02 01:01:55,037 - mmaction - INFO - Epoch [57][880/940] lr: 3.546e-01, eta: 23:21:06, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2250, top5_acc: 0.5000, loss_cls: 3.6698, loss: 3.6698 2020-07-02 01:02:03,899 - mmaction - INFO - Epoch [57][900/940] lr: 3.546e-01, eta: 23:20:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.3489, loss: 3.3489 2020-07-02 01:02:12,736 - mmaction - INFO - Epoch [57][920/940] lr: 3.546e-01, eta: 23:20:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 3.0155, loss: 3.0155 2020-07-02 01:02:21,151 - mmaction - INFO - Epoch [57][940/940] lr: 3.546e-01, eta: 23:20:36, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.2792, top5_acc: 0.5162, loss_cls: 3.4253, loss: 3.4253 2020-07-02 01:02:39,248 - mmaction - INFO - Epoch [58][20/940] lr: 3.530e-01, eta: 23:20:57, time: 0.881, data_time: 0.403, memory: 6328, top1_acc: 0.3000, top5_acc: 0.6125, loss_cls: 3.0567, loss: 3.0567 2020-07-02 01:02:48,084 - mmaction - INFO - Epoch [58][40/940] lr: 3.530e-01, eta: 23:20:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.4275, loss: 3.4275 2020-07-02 01:02:56,899 - mmaction - INFO - Epoch [58][60/940] lr: 3.530e-01, eta: 23:20:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.9367, loss: 2.9367 2020-07-02 01:03:05,812 - mmaction - INFO - Epoch [58][80/940] lr: 3.530e-01, eta: 23:20:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 3.1351, loss: 3.1351 2020-07-02 01:03:14,690 - mmaction - INFO - Epoch [58][100/940] lr: 3.530e-01, eta: 23:20:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3934, loss: 3.3934 2020-07-02 01:03:23,581 - mmaction - INFO - Epoch [58][120/940] lr: 3.530e-01, eta: 23:20:10, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3084, loss: 3.3084 2020-07-02 01:03:32,415 - mmaction - INFO - Epoch [58][140/940] lr: 3.530e-01, eta: 23:20:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4330, loss: 3.4330 2020-07-02 01:03:41,285 - mmaction - INFO - Epoch [58][160/940] lr: 3.530e-01, eta: 23:19:51, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3827, loss: 3.3827 2020-07-02 01:03:50,161 - mmaction - INFO - Epoch [58][180/940] lr: 3.530e-01, eta: 23:19:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1143, loss: 3.1143 2020-07-02 01:03:59,050 - mmaction - INFO - Epoch [58][200/940] lr: 3.530e-01, eta: 23:19:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9795, loss: 2.9795 2020-07-02 01:04:07,999 - mmaction - INFO - Epoch [58][220/940] lr: 3.530e-01, eta: 23:19:23, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2056, loss: 3.2056 2020-07-02 01:04:16,866 - mmaction - INFO - Epoch [58][240/940] lr: 3.530e-01, eta: 23:19:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2065, loss: 3.2065 2020-07-02 01:04:25,720 - mmaction - INFO - Epoch [58][260/940] lr: 3.530e-01, eta: 23:19:04, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.2418, loss: 3.2418 2020-07-02 01:04:34,570 - mmaction - INFO - Epoch [58][280/940] lr: 3.530e-01, eta: 23:18:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0059, loss: 3.0059 2020-07-02 01:04:43,410 - mmaction - INFO - Epoch [58][300/940] lr: 3.530e-01, eta: 23:18:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3633, loss: 3.3633 2020-07-02 01:04:52,271 - mmaction - INFO - Epoch [58][320/940] lr: 3.530e-01, eta: 23:18:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5031, loss_cls: 3.3709, loss: 3.3709 2020-07-02 01:05:01,158 - mmaction - INFO - Epoch [58][340/940] lr: 3.530e-01, eta: 23:18:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.2097, loss: 3.2097 2020-07-02 01:05:10,054 - mmaction - INFO - Epoch [58][360/940] lr: 3.530e-01, eta: 23:18:17, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5156, loss_cls: 3.3612, loss: 3.3612 2020-07-02 01:05:18,956 - mmaction - INFO - Epoch [58][380/940] lr: 3.530e-01, eta: 23:18:08, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5938, loss_cls: 3.1134, loss: 3.1134 2020-07-02 01:05:27,796 - mmaction - INFO - Epoch [58][400/940] lr: 3.530e-01, eta: 23:17:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.1584, loss: 3.1584 2020-07-02 01:05:36,646 - mmaction - INFO - Epoch [58][420/940] lr: 3.530e-01, eta: 23:17:49, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.2853, loss: 3.2853 2020-07-02 01:05:45,517 - mmaction - INFO - Epoch [58][440/940] lr: 3.530e-01, eta: 23:17:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3353, loss: 3.3353 2020-07-02 01:05:54,319 - mmaction - INFO - Epoch [58][460/940] lr: 3.530e-01, eta: 23:17:30, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.2343, loss: 3.2343 2020-07-02 01:06:03,133 - mmaction - INFO - Epoch [58][480/940] lr: 3.530e-01, eta: 23:17:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2179, loss: 3.2179 2020-07-02 01:06:11,928 - mmaction - INFO - Epoch [58][500/940] lr: 3.530e-01, eta: 23:17:11, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3195, loss: 3.3195 2020-07-02 01:06:20,770 - mmaction - INFO - Epoch [58][520/940] lr: 3.530e-01, eta: 23:17:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.2912, loss: 3.2912 2020-07-02 01:06:29,643 - mmaction - INFO - Epoch [58][540/940] lr: 3.530e-01, eta: 23:16:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1243, loss: 3.1243 2020-07-02 01:06:38,482 - mmaction - INFO - Epoch [58][560/940] lr: 3.530e-01, eta: 23:16:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5156, loss_cls: 3.2644, loss: 3.2644 2020-07-02 01:06:47,371 - mmaction - INFO - Epoch [58][580/940] lr: 3.530e-01, eta: 23:16:33, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3011, loss: 3.3011 2020-07-02 01:06:56,222 - mmaction - INFO - Epoch [58][600/940] lr: 3.530e-01, eta: 23:16:24, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2958, loss: 3.2958 2020-07-02 01:07:05,081 - mmaction - INFO - Epoch [58][620/940] lr: 3.530e-01, eta: 23:16:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.4941, loss: 3.4941 2020-07-02 01:07:13,905 - mmaction - INFO - Epoch [58][640/940] lr: 3.530e-01, eta: 23:16:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1070, loss: 3.1070 2020-07-02 01:07:22,758 - mmaction - INFO - Epoch [58][660/940] lr: 3.530e-01, eta: 23:15:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.1463, loss: 3.1463 2020-07-02 01:07:31,594 - mmaction - INFO - Epoch [58][680/940] lr: 3.530e-01, eta: 23:15:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5594, loss_cls: 3.1993, loss: 3.1993 2020-07-02 01:07:40,429 - mmaction - INFO - Epoch [58][700/940] lr: 3.530e-01, eta: 23:15:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.2652, loss: 3.2652 2020-07-02 01:07:49,309 - mmaction - INFO - Epoch [58][720/940] lr: 3.530e-01, eta: 23:15:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.3137, loss: 3.3137 2020-07-02 01:07:58,144 - mmaction - INFO - Epoch [58][740/940] lr: 3.530e-01, eta: 23:15:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5156, loss_cls: 3.3205, loss: 3.3205 2020-07-02 01:08:07,542 - mmaction - INFO - Epoch [58][760/940] lr: 3.530e-01, eta: 23:15:10, time: 0.470, data_time: 0.011, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.3468, loss: 3.3468 2020-07-02 01:08:16,395 - mmaction - INFO - Epoch [58][780/940] lr: 3.530e-01, eta: 23:15:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1681, loss: 3.1681 2020-07-02 01:08:25,204 - mmaction - INFO - Epoch [58][800/940] lr: 3.530e-01, eta: 23:14:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.2136, loss: 3.2136 2020-07-02 01:08:34,090 - mmaction - INFO - Epoch [58][820/940] lr: 3.530e-01, eta: 23:14:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.3491, loss: 3.3491 2020-07-02 01:08:42,995 - mmaction - INFO - Epoch [58][840/940] lr: 3.530e-01, eta: 23:14:32, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2070, loss: 3.2070 2020-07-02 01:08:52,213 - mmaction - INFO - Epoch [58][860/940] lr: 3.530e-01, eta: 23:14:24, time: 0.461, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1493, loss: 3.1493 2020-07-02 01:09:01,179 - mmaction - INFO - Epoch [58][880/940] lr: 3.530e-01, eta: 23:14:15, time: 0.448, data_time: 0.006, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.3392, loss: 3.3392 2020-07-02 01:09:09,986 - mmaction - INFO - Epoch [58][900/940] lr: 3.530e-01, eta: 23:14:05, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4209, loss: 3.4209 2020-07-02 01:09:18,819 - mmaction - INFO - Epoch [58][920/940] lr: 3.530e-01, eta: 23:13:56, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 3.0074, loss: 3.0074 2020-07-02 01:09:27,396 - mmaction - INFO - Epoch [58][940/940] lr: 3.530e-01, eta: 23:13:46, time: 0.429, data_time: 0.001, memory: 6328, top1_acc: 0.2760, top5_acc: 0.5227, loss_cls: 3.4031, loss: 3.4031 2020-07-02 01:09:42,082 - mmaction - INFO - Epoch [59][20/940] lr: 3.514e-01, eta: 23:13:55, time: 0.716, data_time: 0.273, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.3828, loss: 3.3828 2020-07-02 01:09:50,965 - mmaction - INFO - Epoch [59][40/940] lr: 3.514e-01, eta: 23:13:45, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.2252, loss: 3.2252 2020-07-02 01:09:59,820 - mmaction - INFO - Epoch [59][60/940] lr: 3.514e-01, eta: 23:13:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1702, loss: 3.1702 2020-07-02 01:10:08,715 - mmaction - INFO - Epoch [59][80/940] lr: 3.514e-01, eta: 23:13:27, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2197, loss: 3.2197 2020-07-02 01:10:17,603 - mmaction - INFO - Epoch [59][100/940] lr: 3.514e-01, eta: 23:13:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4010, loss: 3.4010 2020-07-02 01:10:26,478 - mmaction - INFO - Epoch [59][120/940] lr: 3.514e-01, eta: 23:13:08, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1723, loss: 3.1723 2020-07-02 01:10:35,338 - mmaction - INFO - Epoch [59][140/940] lr: 3.514e-01, eta: 23:12:59, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5219, loss_cls: 3.3921, loss: 3.3921 2020-07-02 01:10:44,189 - mmaction - INFO - Epoch [59][160/940] lr: 3.514e-01, eta: 23:12:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0557, loss: 3.0557 2020-07-02 01:10:53,100 - mmaction - INFO - Epoch [59][180/940] lr: 3.514e-01, eta: 23:12:40, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.4906, loss_cls: 3.4187, loss: 3.4187 2020-07-02 01:11:01,983 - mmaction - INFO - Epoch [59][200/940] lr: 3.514e-01, eta: 23:12:31, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1530, loss: 3.1530 2020-07-02 01:11:10,879 - mmaction - INFO - Epoch [59][220/940] lr: 3.514e-01, eta: 23:12:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4669, loss: 3.4669 2020-07-02 01:11:19,784 - mmaction - INFO - Epoch [59][240/940] lr: 3.514e-01, eta: 23:12:12, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9860, loss: 2.9860 2020-07-02 01:11:28,588 - mmaction - INFO - Epoch [59][260/940] lr: 3.514e-01, eta: 23:12:02, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2240, loss: 3.2240 2020-07-02 01:11:37,440 - mmaction - INFO - Epoch [59][280/940] lr: 3.514e-01, eta: 23:11:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.3185, loss: 3.3185 2020-07-02 01:11:46,310 - mmaction - INFO - Epoch [59][300/940] lr: 3.514e-01, eta: 23:11:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2596, loss: 3.2596 2020-07-02 01:11:55,156 - mmaction - INFO - Epoch [59][320/940] lr: 3.514e-01, eta: 23:11:34, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.5055, loss: 3.5055 2020-07-02 01:12:03,993 - mmaction - INFO - Epoch [59][340/940] lr: 3.514e-01, eta: 23:11:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.3000, loss: 3.3000 2020-07-02 01:12:12,876 - mmaction - INFO - Epoch [59][360/940] lr: 3.514e-01, eta: 23:11:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1557, loss: 3.1557 2020-07-02 01:12:21,750 - mmaction - INFO - Epoch [59][380/940] lr: 3.514e-01, eta: 23:11:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.2130, loss: 3.2130 2020-07-02 01:12:30,635 - mmaction - INFO - Epoch [59][400/940] lr: 3.514e-01, eta: 23:10:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1094, loss: 3.1094 2020-07-02 01:12:39,481 - mmaction - INFO - Epoch [59][420/940] lr: 3.514e-01, eta: 23:10:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.3889, loss: 3.3889 2020-07-02 01:12:48,426 - mmaction - INFO - Epoch [59][440/940] lr: 3.514e-01, eta: 23:10:38, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 2.9997, loss: 2.9997 2020-07-02 01:12:57,346 - mmaction - INFO - Epoch [59][460/940] lr: 3.514e-01, eta: 23:10:29, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.0835, loss: 3.0835 2020-07-02 01:13:06,298 - mmaction - INFO - Epoch [59][480/940] lr: 3.514e-01, eta: 23:10:20, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1431, loss: 3.1431 2020-07-02 01:13:15,192 - mmaction - INFO - Epoch [59][500/940] lr: 3.514e-01, eta: 23:10:10, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1347, loss: 3.1347 2020-07-02 01:13:24,007 - mmaction - INFO - Epoch [59][520/940] lr: 3.514e-01, eta: 23:10:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.3613, loss: 3.3613 2020-07-02 01:13:32,873 - mmaction - INFO - Epoch [59][540/940] lr: 3.514e-01, eta: 23:09:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2068, loss: 3.2068 2020-07-02 01:13:41,788 - mmaction - INFO - Epoch [59][560/940] lr: 3.514e-01, eta: 23:09:42, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2212, loss: 3.2212 2020-07-02 01:13:50,781 - mmaction - INFO - Epoch [59][580/940] lr: 3.514e-01, eta: 23:09:33, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.1925, loss: 3.1925 2020-07-02 01:13:59,626 - mmaction - INFO - Epoch [59][600/940] lr: 3.514e-01, eta: 23:09:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3536, loss: 3.3536 2020-07-02 01:14:08,442 - mmaction - INFO - Epoch [59][620/940] lr: 3.514e-01, eta: 23:09:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2922, loss: 3.2922 2020-07-02 01:14:17,350 - mmaction - INFO - Epoch [59][640/940] lr: 3.514e-01, eta: 23:09:05, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2474, loss: 3.2474 2020-07-02 01:14:26,242 - mmaction - INFO - Epoch [59][660/940] lr: 3.514e-01, eta: 23:08:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1108, loss: 3.1108 2020-07-02 01:14:35,090 - mmaction - INFO - Epoch [59][680/940] lr: 3.514e-01, eta: 23:08:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.9656, loss: 2.9656 2020-07-02 01:14:43,968 - mmaction - INFO - Epoch [59][700/940] lr: 3.514e-01, eta: 23:08:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.5675, loss: 3.5675 2020-07-02 01:14:52,855 - mmaction - INFO - Epoch [59][720/940] lr: 3.514e-01, eta: 23:08:27, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.3425, loss: 3.3425 2020-07-02 01:15:01,702 - mmaction - INFO - Epoch [59][740/940] lr: 3.514e-01, eta: 23:08:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.3678, loss: 3.3678 2020-07-02 01:15:10,579 - mmaction - INFO - Epoch [59][760/940] lr: 3.514e-01, eta: 23:08:09, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1345, loss: 3.1345 2020-07-02 01:15:19,438 - mmaction - INFO - Epoch [59][780/940] lr: 3.514e-01, eta: 23:07:59, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.2377, loss: 3.2377 2020-07-02 01:15:28,271 - mmaction - INFO - Epoch [59][800/940] lr: 3.514e-01, eta: 23:07:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2964, loss: 3.2964 2020-07-02 01:15:37,094 - mmaction - INFO - Epoch [59][820/940] lr: 3.514e-01, eta: 23:07:40, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5375, loss_cls: 3.2421, loss: 3.2421 2020-07-02 01:15:46,025 - mmaction - INFO - Epoch [59][840/940] lr: 3.514e-01, eta: 23:07:31, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1167, loss: 3.1167 2020-07-02 01:15:54,824 - mmaction - INFO - Epoch [59][860/940] lr: 3.514e-01, eta: 23:07:21, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.1929, loss: 3.1929 2020-07-02 01:16:04,151 - mmaction - INFO - Epoch [59][880/940] lr: 3.514e-01, eta: 23:07:13, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.3393, loss: 3.3393 2020-07-02 01:16:12,968 - mmaction - INFO - Epoch [59][900/940] lr: 3.514e-01, eta: 23:07:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2431, loss: 3.2431 2020-07-02 01:16:21,772 - mmaction - INFO - Epoch [59][920/940] lr: 3.514e-01, eta: 23:06:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.3901, loss: 3.3901 2020-07-02 01:16:30,176 - mmaction - INFO - Epoch [59][940/940] lr: 3.514e-01, eta: 23:06:43, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5455, loss_cls: 3.3241, loss: 3.3241 2020-07-02 01:16:45,405 - mmaction - INFO - Epoch [60][20/940] lr: 3.498e-01, eta: 23:06:54, time: 0.743, data_time: 0.285, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3565, loss: 3.3565 2020-07-02 01:16:54,275 - mmaction - INFO - Epoch [60][40/940] lr: 3.498e-01, eta: 23:06:45, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1371, loss: 3.1371 2020-07-02 01:17:03,113 - mmaction - INFO - Epoch [60][60/940] lr: 3.498e-01, eta: 23:06:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.3871, loss: 3.3871 2020-07-02 01:17:11,970 - mmaction - INFO - Epoch [60][80/940] lr: 3.498e-01, eta: 23:06:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3419, loss: 3.3419 2020-07-02 01:17:20,849 - mmaction - INFO - Epoch [60][100/940] lr: 3.498e-01, eta: 23:06:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5250, loss_cls: 3.1871, loss: 3.1871 2020-07-02 01:17:29,724 - mmaction - INFO - Epoch [60][120/940] lr: 3.498e-01, eta: 23:06:07, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.2373, loss: 3.2373 2020-07-02 01:17:38,593 - mmaction - INFO - Epoch [60][140/940] lr: 3.498e-01, eta: 23:05:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2067, loss: 3.2067 2020-07-02 01:17:47,481 - mmaction - INFO - Epoch [60][160/940] lr: 3.498e-01, eta: 23:05:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2851, loss: 3.2851 2020-07-02 01:17:56,366 - mmaction - INFO - Epoch [60][180/940] lr: 3.498e-01, eta: 23:05:39, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2786, loss: 3.2786 2020-07-02 01:18:05,249 - mmaction - INFO - Epoch [60][200/940] lr: 3.498e-01, eta: 23:05:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.2808, loss: 3.2808 2020-07-02 01:18:14,078 - mmaction - INFO - Epoch [60][220/940] lr: 3.498e-01, eta: 23:05:20, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.2503, loss: 3.2503 2020-07-02 01:18:22,943 - mmaction - INFO - Epoch [60][240/940] lr: 3.498e-01, eta: 23:05:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5344, loss_cls: 3.2537, loss: 3.2537 2020-07-02 01:18:31,907 - mmaction - INFO - Epoch [60][260/940] lr: 3.498e-01, eta: 23:05:02, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5281, loss_cls: 3.2267, loss: 3.2267 2020-07-02 01:18:40,777 - mmaction - INFO - Epoch [60][280/940] lr: 3.498e-01, eta: 23:04:52, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2607, loss: 3.2607 2020-07-02 01:18:49,612 - mmaction - INFO - Epoch [60][300/940] lr: 3.498e-01, eta: 23:04:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2849, loss: 3.2849 2020-07-02 01:18:58,486 - mmaction - INFO - Epoch [60][320/940] lr: 3.498e-01, eta: 23:04:33, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3769, loss: 3.3769 2020-07-02 01:19:07,329 - mmaction - INFO - Epoch [60][340/940] lr: 3.498e-01, eta: 23:04:24, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5750, loss_cls: 3.2366, loss: 3.2366 2020-07-02 01:19:16,232 - mmaction - INFO - Epoch [60][360/940] lr: 3.498e-01, eta: 23:04:15, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2946, loss: 3.2946 2020-07-02 01:19:25,133 - mmaction - INFO - Epoch [60][380/940] lr: 3.498e-01, eta: 23:04:05, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5469, loss_cls: 3.2612, loss: 3.2612 2020-07-02 01:19:34,005 - mmaction - INFO - Epoch [60][400/940] lr: 3.498e-01, eta: 23:03:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1445, loss: 3.1445 2020-07-02 01:19:42,927 - mmaction - INFO - Epoch [60][420/940] lr: 3.498e-01, eta: 23:03:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3942, loss: 3.3942 2020-07-02 01:19:51,763 - mmaction - INFO - Epoch [60][440/940] lr: 3.498e-01, eta: 23:03:37, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1695, loss: 3.1695 2020-07-02 01:20:00,583 - mmaction - INFO - Epoch [60][460/940] lr: 3.498e-01, eta: 23:03:28, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2475, loss: 3.2475 2020-07-02 01:20:09,505 - mmaction - INFO - Epoch [60][480/940] lr: 3.498e-01, eta: 23:03:19, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.2425, loss: 3.2425 2020-07-02 01:20:18,791 - mmaction - INFO - Epoch [60][500/940] lr: 3.498e-01, eta: 23:03:11, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3454, loss: 3.3454 2020-07-02 01:20:27,640 - mmaction - INFO - Epoch [60][520/940] lr: 3.498e-01, eta: 23:03:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.2091, loss: 3.2091 2020-07-02 01:20:36,462 - mmaction - INFO - Epoch [60][540/940] lr: 3.498e-01, eta: 23:02:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3041, loss: 3.3041 2020-07-02 01:20:45,436 - mmaction - INFO - Epoch [60][560/940] lr: 3.498e-01, eta: 23:02:43, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.4047, loss: 3.4047 2020-07-02 01:20:54,482 - mmaction - INFO - Epoch [60][580/940] lr: 3.498e-01, eta: 23:02:34, time: 0.453, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.1045, loss: 3.1045 2020-07-02 01:21:03,335 - mmaction - INFO - Epoch [60][600/940] lr: 3.498e-01, eta: 23:02:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5062, loss_cls: 3.5681, loss: 3.5681 2020-07-02 01:21:12,237 - mmaction - INFO - Epoch [60][620/940] lr: 3.498e-01, eta: 23:02:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2394, loss: 3.2394 2020-07-02 01:21:21,060 - mmaction - INFO - Epoch [60][640/940] lr: 3.498e-01, eta: 23:02:06, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.1692, loss: 3.1692 2020-07-02 01:21:29,921 - mmaction - INFO - Epoch [60][660/940] lr: 3.498e-01, eta: 23:01:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9875, loss: 2.9875 2020-07-02 01:21:38,723 - mmaction - INFO - Epoch [60][680/940] lr: 3.498e-01, eta: 23:01:47, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.2034, loss: 3.2034 2020-07-02 01:21:47,615 - mmaction - INFO - Epoch [60][700/940] lr: 3.498e-01, eta: 23:01:37, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2542, loss: 3.2542 2020-07-02 01:21:56,475 - mmaction - INFO - Epoch [60][720/940] lr: 3.498e-01, eta: 23:01:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.1785, loss: 3.1785 2020-07-02 01:22:05,313 - mmaction - INFO - Epoch [60][740/940] lr: 3.498e-01, eta: 23:01:18, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3770, loss: 3.3770 2020-07-02 01:22:14,145 - mmaction - INFO - Epoch [60][760/940] lr: 3.498e-01, eta: 23:01:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.1647, loss: 3.1647 2020-07-02 01:22:23,004 - mmaction - INFO - Epoch [60][780/940] lr: 3.498e-01, eta: 23:00:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2456, loss: 3.2456 2020-07-02 01:22:31,838 - mmaction - INFO - Epoch [60][800/940] lr: 3.498e-01, eta: 23:00:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2410, loss: 3.2410 2020-07-02 01:22:40,769 - mmaction - INFO - Epoch [60][820/940] lr: 3.498e-01, eta: 23:00:41, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.3165, loss: 3.3165 2020-07-02 01:22:49,713 - mmaction - INFO - Epoch [60][840/940] lr: 3.498e-01, eta: 23:00:32, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.1060, loss: 3.1060 2020-07-02 01:22:58,538 - mmaction - INFO - Epoch [60][860/940] lr: 3.498e-01, eta: 23:00:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0099, loss: 3.0099 2020-07-02 01:23:07,371 - mmaction - INFO - Epoch [60][880/940] lr: 3.498e-01, eta: 23:00:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4938, loss_cls: 3.3497, loss: 3.3497 2020-07-02 01:23:16,162 - mmaction - INFO - Epoch [60][900/940] lr: 3.498e-01, eta: 23:00:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.3906, loss: 3.3906 2020-07-02 01:23:25,050 - mmaction - INFO - Epoch [60][920/940] lr: 3.498e-01, eta: 22:59:54, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2360, loss: 3.2360 2020-07-02 01:23:33,500 - mmaction - INFO - Epoch [60][940/940] lr: 3.498e-01, eta: 22:59:43, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.2435, top5_acc: 0.5390, loss_cls: 3.2471, loss: 3.2471 2020-07-02 01:23:33,843 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-02 01:23:51,465 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 01:23:52,342 - mmaction - INFO - top1_acc 0.3240 top5_acc 0.5887 2020-07-02 01:23:52,343 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 01:23:52,409 - mmaction - INFO - mean_acc 0.3238 2020-07-02 01:23:52,418 - mmaction - INFO - Epoch [60][940/940] lr: 3.498e-01, top1_acc: 0.3240, top5_acc: 0.5887, mean_class_accuracy: 0.3238 2020-07-02 01:24:05,162 - mmaction - INFO - Epoch [61][20/940] lr: 3.482e-01, eta: 22:59:46, time: 0.637, data_time: 0.193, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5312, loss_cls: 3.1816, loss: 3.1816 2020-07-02 01:24:13,997 - mmaction - INFO - Epoch [61][40/940] lr: 3.482e-01, eta: 22:59:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.3113, loss: 3.3113 2020-07-02 01:24:22,851 - mmaction - INFO - Epoch [61][60/940] lr: 3.482e-01, eta: 22:59:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.4271, loss: 3.4271 2020-07-02 01:24:31,838 - mmaction - INFO - Epoch [61][80/940] lr: 3.482e-01, eta: 22:59:18, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.3710, loss: 3.3710 2020-07-02 01:24:40,667 - mmaction - INFO - Epoch [61][100/940] lr: 3.482e-01, eta: 22:59:09, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.3589, loss: 3.3589 2020-07-02 01:24:49,591 - mmaction - INFO - Epoch [61][120/940] lr: 3.482e-01, eta: 22:59:00, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.0959, loss: 3.0959 2020-07-02 01:24:58,436 - mmaction - INFO - Epoch [61][140/940] lr: 3.482e-01, eta: 22:58:50, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1383, loss: 3.1383 2020-07-02 01:25:07,346 - mmaction - INFO - Epoch [61][160/940] lr: 3.482e-01, eta: 22:58:41, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1784, loss: 3.1784 2020-07-02 01:25:16,301 - mmaction - INFO - Epoch [61][180/940] lr: 3.482e-01, eta: 22:58:32, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3765, loss: 3.3765 2020-07-02 01:25:25,140 - mmaction - INFO - Epoch [61][200/940] lr: 3.482e-01, eta: 22:58:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.3297, loss: 3.3297 2020-07-02 01:25:34,131 - mmaction - INFO - Epoch [61][220/940] lr: 3.482e-01, eta: 22:58:13, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9408, loss: 2.9408 2020-07-02 01:25:42,953 - mmaction - INFO - Epoch [61][240/940] lr: 3.482e-01, eta: 22:58:04, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2214, loss: 3.2214 2020-07-02 01:25:51,798 - mmaction - INFO - Epoch [61][260/940] lr: 3.482e-01, eta: 22:57:54, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3628, loss: 3.3628 2020-07-02 01:26:00,656 - mmaction - INFO - Epoch [61][280/940] lr: 3.482e-01, eta: 22:57:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.2249, loss: 3.2249 2020-07-02 01:26:09,492 - mmaction - INFO - Epoch [61][300/940] lr: 3.482e-01, eta: 22:57:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5312, loss_cls: 3.3890, loss: 3.3890 2020-07-02 01:26:18,315 - mmaction - INFO - Epoch [61][320/940] lr: 3.482e-01, eta: 22:57:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.4719, loss_cls: 3.5360, loss: 3.5360 2020-07-02 01:26:27,116 - mmaction - INFO - Epoch [61][340/940] lr: 3.482e-01, eta: 22:57:16, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3560, loss: 3.3560 2020-07-02 01:26:36,024 - mmaction - INFO - Epoch [61][360/940] lr: 3.482e-01, eta: 22:57:07, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8352, loss: 2.8352 2020-07-02 01:26:44,962 - mmaction - INFO - Epoch [61][380/940] lr: 3.482e-01, eta: 22:56:58, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1257, loss: 3.1257 2020-07-02 01:26:53,834 - mmaction - INFO - Epoch [61][400/940] lr: 3.482e-01, eta: 22:56:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2716, loss: 3.2716 2020-07-02 01:27:02,768 - mmaction - INFO - Epoch [61][420/940] lr: 3.482e-01, eta: 22:56:40, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.1931, loss: 3.1931 2020-07-02 01:27:11,636 - mmaction - INFO - Epoch [61][440/940] lr: 3.482e-01, eta: 22:56:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0220, loss: 3.0220 2020-07-02 01:27:20,541 - mmaction - INFO - Epoch [61][460/940] lr: 3.482e-01, eta: 22:56:21, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2237, loss: 3.2237 2020-07-02 01:27:29,404 - mmaction - INFO - Epoch [61][480/940] lr: 3.482e-01, eta: 22:56:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1587, loss: 3.1587 2020-07-02 01:27:38,198 - mmaction - INFO - Epoch [61][500/940] lr: 3.482e-01, eta: 22:56:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0405, loss: 3.0405 2020-07-02 01:27:47,068 - mmaction - INFO - Epoch [61][520/940] lr: 3.482e-01, eta: 22:55:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3779, loss: 3.3779 2020-07-02 01:27:55,918 - mmaction - INFO - Epoch [61][540/940] lr: 3.482e-01, eta: 22:55:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1090, loss: 3.1090 2020-07-02 01:28:04,760 - mmaction - INFO - Epoch [61][560/940] lr: 3.482e-01, eta: 22:55:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.2560, loss: 3.2560 2020-07-02 01:28:13,593 - mmaction - INFO - Epoch [61][580/940] lr: 3.482e-01, eta: 22:55:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.0677, loss: 3.0677 2020-07-02 01:28:22,400 - mmaction - INFO - Epoch [61][600/940] lr: 3.482e-01, eta: 22:55:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3137, loss: 3.3137 2020-07-02 01:28:31,659 - mmaction - INFO - Epoch [61][620/940] lr: 3.482e-01, eta: 22:55:06, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0987, loss: 3.0987 2020-07-02 01:28:40,523 - mmaction - INFO - Epoch [61][640/940] lr: 3.482e-01, eta: 22:54:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.1719, loss: 3.1719 2020-07-02 01:28:49,357 - mmaction - INFO - Epoch [61][660/940] lr: 3.482e-01, eta: 22:54:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1643, loss: 3.1643 2020-07-02 01:28:58,211 - mmaction - INFO - Epoch [61][680/940] lr: 3.482e-01, eta: 22:54:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2890, loss: 3.2890 2020-07-02 01:29:07,066 - mmaction - INFO - Epoch [61][700/940] lr: 3.482e-01, eta: 22:54:29, time: 0.442, data_time: 0.005, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1369, loss: 3.1369 2020-07-02 01:29:15,888 - mmaction - INFO - Epoch [61][720/940] lr: 3.482e-01, eta: 22:54:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1974, loss: 3.1974 2020-07-02 01:29:24,744 - mmaction - INFO - Epoch [61][740/940] lr: 3.482e-01, eta: 22:54:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5312, loss_cls: 3.2967, loss: 3.2967 2020-07-02 01:29:33,601 - mmaction - INFO - Epoch [61][760/940] lr: 3.482e-01, eta: 22:54:00, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.1736, loss: 3.1736 2020-07-02 01:29:42,443 - mmaction - INFO - Epoch [61][780/940] lr: 3.482e-01, eta: 22:53:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.2689, loss: 3.2689 2020-07-02 01:29:51,271 - mmaction - INFO - Epoch [61][800/940] lr: 3.482e-01, eta: 22:53:42, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2913, loss: 3.2913 2020-07-02 01:30:00,178 - mmaction - INFO - Epoch [61][820/940] lr: 3.482e-01, eta: 22:53:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.2849, loss: 3.2849 2020-07-02 01:30:09,011 - mmaction - INFO - Epoch [61][840/940] lr: 3.482e-01, eta: 22:53:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3512, loss: 3.3512 2020-07-02 01:30:17,870 - mmaction - INFO - Epoch [61][860/940] lr: 3.482e-01, eta: 22:53:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2299, loss: 3.2299 2020-07-02 01:30:26,618 - mmaction - INFO - Epoch [61][880/940] lr: 3.482e-01, eta: 22:53:04, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2406, top5_acc: 0.5375, loss_cls: 3.3612, loss: 3.3612 2020-07-02 01:30:35,554 - mmaction - INFO - Epoch [61][900/940] lr: 3.482e-01, eta: 22:52:54, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.3196, loss: 3.3196 2020-07-02 01:30:44,394 - mmaction - INFO - Epoch [61][920/940] lr: 3.482e-01, eta: 22:52:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1901, loss: 3.1901 2020-07-02 01:30:52,789 - mmaction - INFO - Epoch [61][940/940] lr: 3.482e-01, eta: 22:52:34, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.2825, top5_acc: 0.5422, loss_cls: 3.2956, loss: 3.2956 2020-07-02 01:31:07,554 - mmaction - INFO - Epoch [62][20/940] lr: 3.465e-01, eta: 22:52:42, time: 0.717, data_time: 0.269, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1902, loss: 3.1902 2020-07-02 01:31:16,386 - mmaction - INFO - Epoch [62][40/940] lr: 3.465e-01, eta: 22:52:33, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.3014, loss: 3.3014 2020-07-02 01:31:25,289 - mmaction - INFO - Epoch [62][60/940] lr: 3.465e-01, eta: 22:52:24, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2961, loss: 3.2961 2020-07-02 01:31:34,122 - mmaction - INFO - Epoch [62][80/940] lr: 3.465e-01, eta: 22:52:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2538, loss: 3.2538 2020-07-02 01:31:43,162 - mmaction - INFO - Epoch [62][100/940] lr: 3.465e-01, eta: 22:52:05, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2077, loss: 3.2077 2020-07-02 01:31:52,041 - mmaction - INFO - Epoch [62][120/940] lr: 3.465e-01, eta: 22:51:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5312, loss_cls: 3.2503, loss: 3.2503 2020-07-02 01:32:00,930 - mmaction - INFO - Epoch [62][140/940] lr: 3.465e-01, eta: 22:51:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0042, loss: 3.0042 2020-07-02 01:32:09,783 - mmaction - INFO - Epoch [62][160/940] lr: 3.465e-01, eta: 22:51:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1938, loss: 3.1938 2020-07-02 01:32:18,670 - mmaction - INFO - Epoch [62][180/940] lr: 3.465e-01, eta: 22:51:28, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5125, loss_cls: 3.2279, loss: 3.2279 2020-07-02 01:32:27,593 - mmaction - INFO - Epoch [62][200/940] lr: 3.465e-01, eta: 22:51:19, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.3088, loss: 3.3088 2020-07-02 01:32:36,418 - mmaction - INFO - Epoch [62][220/940] lr: 3.465e-01, eta: 22:51:09, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.4064, loss: 3.4064 2020-07-02 01:32:45,252 - mmaction - INFO - Epoch [62][240/940] lr: 3.465e-01, eta: 22:51:00, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1867, loss: 3.1867 2020-07-02 01:32:54,218 - mmaction - INFO - Epoch [62][260/940] lr: 3.465e-01, eta: 22:50:51, time: 0.448, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4513, loss: 3.4513 2020-07-02 01:33:03,009 - mmaction - INFO - Epoch [62][280/940] lr: 3.465e-01, eta: 22:50:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.0963, loss: 3.0963 2020-07-02 01:33:11,853 - mmaction - INFO - Epoch [62][300/940] lr: 3.465e-01, eta: 22:50:32, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1520, loss: 3.1520 2020-07-02 01:33:20,817 - mmaction - INFO - Epoch [62][320/940] lr: 3.465e-01, eta: 22:50:23, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.1217, loss: 3.1217 2020-07-02 01:33:29,643 - mmaction - INFO - Epoch [62][340/940] lr: 3.465e-01, eta: 22:50:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.2357, loss: 3.2357 2020-07-02 01:33:38,578 - mmaction - INFO - Epoch [62][360/940] lr: 3.465e-01, eta: 22:50:04, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.2150, loss: 3.2150 2020-07-02 01:33:47,427 - mmaction - INFO - Epoch [62][380/940] lr: 3.465e-01, eta: 22:49:54, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.0780, loss: 3.0780 2020-07-02 01:33:56,311 - mmaction - INFO - Epoch [62][400/940] lr: 3.465e-01, eta: 22:49:45, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1075, loss: 3.1075 2020-07-02 01:34:05,222 - mmaction - INFO - Epoch [62][420/940] lr: 3.465e-01, eta: 22:49:36, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.2459, loss: 3.2459 2020-07-02 01:34:14,084 - mmaction - INFO - Epoch [62][440/940] lr: 3.465e-01, eta: 22:49:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.9334, loss: 2.9334 2020-07-02 01:34:22,934 - mmaction - INFO - Epoch [62][460/940] lr: 3.465e-01, eta: 22:49:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2162, loss: 3.2162 2020-07-02 01:34:31,846 - mmaction - INFO - Epoch [62][480/940] lr: 3.465e-01, eta: 22:49:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.4256, loss: 3.4256 2020-07-02 01:34:40,696 - mmaction - INFO - Epoch [62][500/940] lr: 3.465e-01, eta: 22:48:58, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4906, loss_cls: 3.4649, loss: 3.4649 2020-07-02 01:34:49,567 - mmaction - INFO - Epoch [62][520/940] lr: 3.465e-01, eta: 22:48:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.3180, loss: 3.3180 2020-07-02 01:34:58,862 - mmaction - INFO - Epoch [62][540/940] lr: 3.465e-01, eta: 22:48:41, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.1888, loss: 3.1888 2020-07-02 01:35:07,701 - mmaction - INFO - Epoch [62][560/940] lr: 3.465e-01, eta: 22:48:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.4091, loss: 3.4091 2020-07-02 01:35:16,609 - mmaction - INFO - Epoch [62][580/940] lr: 3.465e-01, eta: 22:48:22, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.1832, loss: 3.1832 2020-07-02 01:35:25,495 - mmaction - INFO - Epoch [62][600/940] lr: 3.465e-01, eta: 22:48:13, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1994, loss: 3.1994 2020-07-02 01:35:34,337 - mmaction - INFO - Epoch [62][620/940] lr: 3.465e-01, eta: 22:48:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0198, loss: 3.0198 2020-07-02 01:35:43,208 - mmaction - INFO - Epoch [62][640/940] lr: 3.465e-01, eta: 22:47:54, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.3436, loss: 3.3436 2020-07-02 01:35:52,015 - mmaction - INFO - Epoch [62][660/940] lr: 3.465e-01, eta: 22:47:45, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.5282, loss: 3.5282 2020-07-02 01:36:00,871 - mmaction - INFO - Epoch [62][680/940] lr: 3.465e-01, eta: 22:47:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1100, loss: 3.1100 2020-07-02 01:36:09,770 - mmaction - INFO - Epoch [62][700/940] lr: 3.465e-01, eta: 22:47:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1820, loss: 3.1820 2020-07-02 01:36:18,612 - mmaction - INFO - Epoch [62][720/940] lr: 3.465e-01, eta: 22:47:17, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1111, loss: 3.1111 2020-07-02 01:36:27,512 - mmaction - INFO - Epoch [62][740/940] lr: 3.465e-01, eta: 22:47:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.3978, loss: 3.3978 2020-07-02 01:36:36,353 - mmaction - INFO - Epoch [62][760/940] lr: 3.465e-01, eta: 22:46:58, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.2127, loss: 3.2127 2020-07-02 01:36:45,209 - mmaction - INFO - Epoch [62][780/940] lr: 3.465e-01, eta: 22:46:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.4640, loss: 3.4640 2020-07-02 01:36:54,041 - mmaction - INFO - Epoch [62][800/940] lr: 3.465e-01, eta: 22:46:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1770, loss: 3.1770 2020-07-02 01:37:02,902 - mmaction - INFO - Epoch [62][820/940] lr: 3.465e-01, eta: 22:46:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9998, loss: 2.9998 2020-07-02 01:37:11,766 - mmaction - INFO - Epoch [62][840/940] lr: 3.465e-01, eta: 22:46:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0171, loss: 3.0171 2020-07-02 01:37:20,756 - mmaction - INFO - Epoch [62][860/940] lr: 3.465e-01, eta: 22:46:11, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.2270, loss: 3.2270 2020-07-02 01:37:29,601 - mmaction - INFO - Epoch [62][880/940] lr: 3.465e-01, eta: 22:46:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2162, loss: 3.2162 2020-07-02 01:37:38,438 - mmaction - INFO - Epoch [62][900/940] lr: 3.465e-01, eta: 22:45:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3002, loss: 3.3002 2020-07-02 01:37:47,308 - mmaction - INFO - Epoch [62][920/940] lr: 3.465e-01, eta: 22:45:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5125, loss_cls: 3.4150, loss: 3.4150 2020-07-02 01:37:55,693 - mmaction - INFO - Epoch [62][940/940] lr: 3.465e-01, eta: 22:45:32, time: 0.420, data_time: 0.002, memory: 6328, top1_acc: 0.3279, top5_acc: 0.5617, loss_cls: 3.1982, loss: 3.1982 2020-07-02 01:38:10,252 - mmaction - INFO - Epoch [63][20/940] lr: 3.448e-01, eta: 22:45:40, time: 0.709, data_time: 0.264, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2939, loss: 3.2939 2020-07-02 01:38:19,191 - mmaction - INFO - Epoch [63][40/940] lr: 3.448e-01, eta: 22:45:31, time: 0.448, data_time: 0.004, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5312, loss_cls: 3.1645, loss: 3.1645 2020-07-02 01:38:28,044 - mmaction - INFO - Epoch [63][60/940] lr: 3.448e-01, eta: 22:45:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.3213, loss: 3.3213 2020-07-02 01:38:36,888 - mmaction - INFO - Epoch [63][80/940] lr: 3.448e-01, eta: 22:45:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2277, loss: 3.2277 2020-07-02 01:38:45,712 - mmaction - INFO - Epoch [63][100/940] lr: 3.448e-01, eta: 22:45:02, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0727, loss: 3.0727 2020-07-02 01:38:54,597 - mmaction - INFO - Epoch [63][120/940] lr: 3.448e-01, eta: 22:44:53, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1907, loss: 3.1907 2020-07-02 01:39:03,472 - mmaction - INFO - Epoch [63][140/940] lr: 3.448e-01, eta: 22:44:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.2450, loss: 3.2450 2020-07-02 01:39:12,341 - mmaction - INFO - Epoch [63][160/940] lr: 3.448e-01, eta: 22:44:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3356, loss: 3.3356 2020-07-02 01:39:21,311 - mmaction - INFO - Epoch [63][180/940] lr: 3.448e-01, eta: 22:44:25, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2275, loss: 3.2275 2020-07-02 01:39:30,226 - mmaction - INFO - Epoch [63][200/940] lr: 3.448e-01, eta: 22:44:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2055, loss: 3.2055 2020-07-02 01:39:39,113 - mmaction - INFO - Epoch [63][220/940] lr: 3.448e-01, eta: 22:44:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.3196, loss: 3.3196 2020-07-02 01:39:48,035 - mmaction - INFO - Epoch [63][240/940] lr: 3.448e-01, eta: 22:43:57, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2651, loss: 3.2651 2020-07-02 01:39:56,938 - mmaction - INFO - Epoch [63][260/940] lr: 3.448e-01, eta: 22:43:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.9829, loss: 2.9829 2020-07-02 01:40:05,862 - mmaction - INFO - Epoch [63][280/940] lr: 3.448e-01, eta: 22:43:39, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5844, loss_cls: 3.2268, loss: 3.2268 2020-07-02 01:40:14,800 - mmaction - INFO - Epoch [63][300/940] lr: 3.448e-01, eta: 22:43:30, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.9619, loss: 2.9619 2020-07-02 01:40:23,714 - mmaction - INFO - Epoch [63][320/940] lr: 3.448e-01, eta: 22:43:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5169, loss: 3.5169 2020-07-02 01:40:32,558 - mmaction - INFO - Epoch [63][340/940] lr: 3.448e-01, eta: 22:43:11, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.4008, loss: 3.4008 2020-07-02 01:40:41,477 - mmaction - INFO - Epoch [63][360/940] lr: 3.448e-01, eta: 22:43:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2485, loss: 3.2485 2020-07-02 01:40:50,347 - mmaction - INFO - Epoch [63][380/940] lr: 3.448e-01, eta: 22:42:53, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1886, loss: 3.1886 2020-07-02 01:40:59,218 - mmaction - INFO - Epoch [63][400/940] lr: 3.448e-01, eta: 22:42:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5406, loss_cls: 3.3723, loss: 3.3723 2020-07-02 01:41:08,070 - mmaction - INFO - Epoch [63][420/940] lr: 3.448e-01, eta: 22:42:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3385, loss: 3.3385 2020-07-02 01:41:16,914 - mmaction - INFO - Epoch [63][440/940] lr: 3.448e-01, eta: 22:42:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5875, loss_cls: 3.1478, loss: 3.1478 2020-07-02 01:41:25,821 - mmaction - INFO - Epoch [63][460/940] lr: 3.448e-01, eta: 22:42:15, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5062, loss_cls: 3.3254, loss: 3.3254 2020-07-02 01:41:34,706 - mmaction - INFO - Epoch [63][480/940] lr: 3.448e-01, eta: 22:42:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1820, loss: 3.1820 2020-07-02 01:41:43,601 - mmaction - INFO - Epoch [63][500/940] lr: 3.448e-01, eta: 22:41:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.2602, loss: 3.2602 2020-07-02 01:41:52,511 - mmaction - INFO - Epoch [63][520/940] lr: 3.448e-01, eta: 22:41:47, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.1735, loss: 3.1735 2020-07-02 01:42:01,330 - mmaction - INFO - Epoch [63][540/940] lr: 3.448e-01, eta: 22:41:38, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.4647, loss: 3.4647 2020-07-02 01:42:10,246 - mmaction - INFO - Epoch [63][560/940] lr: 3.448e-01, eta: 22:41:29, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.4393, loss: 3.4393 2020-07-02 01:42:19,121 - mmaction - INFO - Epoch [63][580/940] lr: 3.448e-01, eta: 22:41:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.2528, loss: 3.2528 2020-07-02 01:42:27,955 - mmaction - INFO - Epoch [63][600/940] lr: 3.448e-01, eta: 22:41:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2535, loss: 3.2535 2020-07-02 01:42:36,787 - mmaction - INFO - Epoch [63][620/940] lr: 3.448e-01, eta: 22:41:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2757, loss: 3.2757 2020-07-02 01:42:45,588 - mmaction - INFO - Epoch [63][640/940] lr: 3.448e-01, eta: 22:40:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.2870, loss: 3.2870 2020-07-02 01:42:54,500 - mmaction - INFO - Epoch [63][660/940] lr: 3.448e-01, eta: 22:40:42, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5281, loss_cls: 3.2844, loss: 3.2844 2020-07-02 01:43:03,306 - mmaction - INFO - Epoch [63][680/940] lr: 3.448e-01, eta: 22:40:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2839, loss: 3.2839 2020-07-02 01:43:12,171 - mmaction - INFO - Epoch [63][700/940] lr: 3.448e-01, eta: 22:40:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.2103, loss: 3.2103 2020-07-02 01:43:21,031 - mmaction - INFO - Epoch [63][720/940] lr: 3.448e-01, eta: 22:40:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1987, loss: 3.1987 2020-07-02 01:43:29,893 - mmaction - INFO - Epoch [63][740/940] lr: 3.448e-01, eta: 22:40:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.2051, loss: 3.2051 2020-07-02 01:43:38,706 - mmaction - INFO - Epoch [63][760/940] lr: 3.448e-01, eta: 22:39:55, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2974, loss: 3.2974 2020-07-02 01:43:47,567 - mmaction - INFO - Epoch [63][780/940] lr: 3.448e-01, eta: 22:39:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5031, loss_cls: 3.3727, loss: 3.3727 2020-07-02 01:43:56,444 - mmaction - INFO - Epoch [63][800/940] lr: 3.448e-01, eta: 22:39:36, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2654, loss: 3.2654 2020-07-02 01:44:05,339 - mmaction - INFO - Epoch [63][820/940] lr: 3.448e-01, eta: 22:39:27, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0997, loss: 3.0997 2020-07-02 01:44:14,183 - mmaction - INFO - Epoch [63][840/940] lr: 3.448e-01, eta: 22:39:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5906, loss_cls: 3.2912, loss: 3.2912 2020-07-02 01:44:23,056 - mmaction - INFO - Epoch [63][860/940] lr: 3.448e-01, eta: 22:39:08, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3916, loss: 3.3916 2020-07-02 01:44:31,880 - mmaction - INFO - Epoch [63][880/940] lr: 3.448e-01, eta: 22:38:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3160, loss: 3.3160 2020-07-02 01:44:40,689 - mmaction - INFO - Epoch [63][900/940] lr: 3.448e-01, eta: 22:38:49, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.2943, loss: 3.2943 2020-07-02 01:44:49,522 - mmaction - INFO - Epoch [63][920/940] lr: 3.448e-01, eta: 22:38:39, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.2925, loss: 3.2925 2020-07-02 01:44:57,987 - mmaction - INFO - Epoch [63][940/940] lr: 3.448e-01, eta: 22:38:29, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.2987, top5_acc: 0.5357, loss_cls: 3.3067, loss: 3.3067 2020-07-02 01:45:12,735 - mmaction - INFO - Epoch [64][20/940] lr: 3.431e-01, eta: 22:38:36, time: 0.719, data_time: 0.264, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.2053, loss: 3.2053 2020-07-02 01:45:21,711 - mmaction - INFO - Epoch [64][40/940] lr: 3.431e-01, eta: 22:38:27, time: 0.449, data_time: 0.004, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1418, loss: 3.1418 2020-07-02 01:45:30,547 - mmaction - INFO - Epoch [64][60/940] lr: 3.431e-01, eta: 22:38:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.1188, loss: 3.1188 2020-07-02 01:45:39,393 - mmaction - INFO - Epoch [64][80/940] lr: 3.431e-01, eta: 22:38:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1970, loss: 3.1970 2020-07-02 01:45:48,242 - mmaction - INFO - Epoch [64][100/940] lr: 3.431e-01, eta: 22:37:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.2083, loss: 3.2083 2020-07-02 01:45:57,601 - mmaction - INFO - Epoch [64][120/940] lr: 3.431e-01, eta: 22:37:51, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.3229, loss: 3.3229 2020-07-02 01:46:06,907 - mmaction - INFO - Epoch [64][140/940] lr: 3.431e-01, eta: 22:37:43, time: 0.464, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1427, loss: 3.1427 2020-07-02 01:46:15,790 - mmaction - INFO - Epoch [64][160/940] lr: 3.431e-01, eta: 22:37:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.2177, loss: 3.2177 2020-07-02 01:46:24,667 - mmaction - INFO - Epoch [64][180/940] lr: 3.431e-01, eta: 22:37:24, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1200, loss: 3.1200 2020-07-02 01:46:33,489 - mmaction - INFO - Epoch [64][200/940] lr: 3.431e-01, eta: 22:37:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.2817, loss: 3.2817 2020-07-02 01:46:42,418 - mmaction - INFO - Epoch [64][220/940] lr: 3.431e-01, eta: 22:37:06, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3872, loss: 3.3872 2020-07-02 01:46:51,391 - mmaction - INFO - Epoch [64][240/940] lr: 3.431e-01, eta: 22:36:57, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.2112, loss: 3.2112 2020-07-02 01:47:00,292 - mmaction - INFO - Epoch [64][260/940] lr: 3.431e-01, eta: 22:36:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0659, loss: 3.0659 2020-07-02 01:47:09,181 - mmaction - INFO - Epoch [64][280/940] lr: 3.431e-01, eta: 22:36:38, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.3975, loss: 3.3975 2020-07-02 01:47:18,065 - mmaction - INFO - Epoch [64][300/940] lr: 3.431e-01, eta: 22:36:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.1015, loss: 3.1015 2020-07-02 01:47:26,913 - mmaction - INFO - Epoch [64][320/940] lr: 3.431e-01, eta: 22:36:20, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.4395, loss: 3.4395 2020-07-02 01:47:35,740 - mmaction - INFO - Epoch [64][340/940] lr: 3.431e-01, eta: 22:36:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.4976, loss: 3.4976 2020-07-02 01:47:44,664 - mmaction - INFO - Epoch [64][360/940] lr: 3.431e-01, eta: 22:36:01, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0373, loss: 3.0373 2020-07-02 01:47:53,543 - mmaction - INFO - Epoch [64][380/940] lr: 3.431e-01, eta: 22:35:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.2773, loss: 3.2773 2020-07-02 01:48:02,416 - mmaction - INFO - Epoch [64][400/940] lr: 3.431e-01, eta: 22:35:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5625, loss_cls: 3.3120, loss: 3.3120 2020-07-02 01:48:11,276 - mmaction - INFO - Epoch [64][420/940] lr: 3.431e-01, eta: 22:35:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1561, loss: 3.1561 2020-07-02 01:48:20,223 - mmaction - INFO - Epoch [64][440/940] lr: 3.431e-01, eta: 22:35:24, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.3398, loss: 3.3398 2020-07-02 01:48:29,098 - mmaction - INFO - Epoch [64][460/940] lr: 3.431e-01, eta: 22:35:14, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1847, loss: 3.1847 2020-07-02 01:48:37,946 - mmaction - INFO - Epoch [64][480/940] lr: 3.431e-01, eta: 22:35:05, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.4251, loss: 3.4251 2020-07-02 01:48:46,794 - mmaction - INFO - Epoch [64][500/940] lr: 3.431e-01, eta: 22:34:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.1529, loss: 3.1529 2020-07-02 01:48:55,638 - mmaction - INFO - Epoch [64][520/940] lr: 3.431e-01, eta: 22:34:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.3951, loss: 3.3951 2020-07-02 01:49:04,490 - mmaction - INFO - Epoch [64][540/940] lr: 3.431e-01, eta: 22:34:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.2369, loss: 3.2369 2020-07-02 01:49:13,330 - mmaction - INFO - Epoch [64][560/940] lr: 3.431e-01, eta: 22:34:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.0737, loss: 3.0737 2020-07-02 01:49:22,194 - mmaction - INFO - Epoch [64][580/940] lr: 3.431e-01, eta: 22:34:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.6156, loss_cls: 3.1003, loss: 3.1003 2020-07-02 01:49:31,138 - mmaction - INFO - Epoch [64][600/940] lr: 3.431e-01, eta: 22:34:09, time: 0.446, data_time: 0.006, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2661, loss: 3.2661 2020-07-02 01:49:39,973 - mmaction - INFO - Epoch [64][620/940] lr: 3.431e-01, eta: 22:33:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.1758, loss: 3.1758 2020-07-02 01:49:48,805 - mmaction - INFO - Epoch [64][640/940] lr: 3.431e-01, eta: 22:33:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2461, loss: 3.2461 2020-07-02 01:49:57,677 - mmaction - INFO - Epoch [64][660/940] lr: 3.431e-01, eta: 22:33:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.3152, loss: 3.3152 2020-07-02 01:50:06,525 - mmaction - INFO - Epoch [64][680/940] lr: 3.431e-01, eta: 22:33:31, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1450, loss: 3.1450 2020-07-02 01:50:15,767 - mmaction - INFO - Epoch [64][700/940] lr: 3.431e-01, eta: 22:33:23, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.3034, loss: 3.3034 2020-07-02 01:50:24,642 - mmaction - INFO - Epoch [64][720/940] lr: 3.431e-01, eta: 22:33:14, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3293, loss: 3.3293 2020-07-02 01:50:33,500 - mmaction - INFO - Epoch [64][740/940] lr: 3.431e-01, eta: 22:33:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3911, loss: 3.3911 2020-07-02 01:50:43,010 - mmaction - INFO - Epoch [64][760/940] lr: 3.431e-01, eta: 22:32:57, time: 0.475, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5344, loss_cls: 3.2805, loss: 3.2805 2020-07-02 01:50:51,876 - mmaction - INFO - Epoch [64][780/940] lr: 3.431e-01, eta: 22:32:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.2711, loss: 3.2711 2020-07-02 01:51:00,737 - mmaction - INFO - Epoch [64][800/940] lr: 3.431e-01, eta: 22:32:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.2883, loss: 3.2883 2020-07-02 01:51:09,579 - mmaction - INFO - Epoch [64][820/940] lr: 3.431e-01, eta: 22:32:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.3270, loss: 3.3270 2020-07-02 01:51:18,416 - mmaction - INFO - Epoch [64][840/940] lr: 3.431e-01, eta: 22:32:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2371, loss: 3.2371 2020-07-02 01:51:27,276 - mmaction - INFO - Epoch [64][860/940] lr: 3.431e-01, eta: 22:32:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1927, loss: 3.1927 2020-07-02 01:51:36,141 - mmaction - INFO - Epoch [64][880/940] lr: 3.431e-01, eta: 22:32:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.2902, loss: 3.2902 2020-07-02 01:51:45,095 - mmaction - INFO - Epoch [64][900/940] lr: 3.431e-01, eta: 22:31:52, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.4364, loss: 3.4364 2020-07-02 01:51:53,991 - mmaction - INFO - Epoch [64][920/940] lr: 3.431e-01, eta: 22:31:42, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3852, loss: 3.3852 2020-07-02 01:52:02,413 - mmaction - INFO - Epoch [64][940/940] lr: 3.431e-01, eta: 22:31:32, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3019, top5_acc: 0.5552, loss_cls: 3.2221, loss: 3.2221 2020-07-02 01:52:02,690 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-02 01:52:17,474 - mmaction - INFO - Epoch [65][20/940] lr: 3.414e-01, eta: 22:31:35, time: 0.660, data_time: 0.217, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1377, loss: 3.1377 2020-07-02 01:52:26,337 - mmaction - INFO - Epoch [65][40/940] lr: 3.414e-01, eta: 22:31:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.3079, loss: 3.3079 2020-07-02 01:52:35,201 - mmaction - INFO - Epoch [65][60/940] lr: 3.414e-01, eta: 22:31:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0709, loss: 3.0709 2020-07-02 01:52:44,027 - mmaction - INFO - Epoch [65][80/940] lr: 3.414e-01, eta: 22:31:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2506, loss: 3.2506 2020-07-02 01:52:52,895 - mmaction - INFO - Epoch [65][100/940] lr: 3.414e-01, eta: 22:30:58, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0396, loss: 3.0396 2020-07-02 01:53:01,726 - mmaction - INFO - Epoch [65][120/940] lr: 3.414e-01, eta: 22:30:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0722, loss: 3.0722 2020-07-02 01:53:10,631 - mmaction - INFO - Epoch [65][140/940] lr: 3.414e-01, eta: 22:30:39, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1461, loss: 3.1461 2020-07-02 01:53:19,658 - mmaction - INFO - Epoch [65][160/940] lr: 3.414e-01, eta: 22:30:30, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2481, loss: 3.2481 2020-07-02 01:53:28,528 - mmaction - INFO - Epoch [65][180/940] lr: 3.414e-01, eta: 22:30:21, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1399, loss: 3.1399 2020-07-02 01:53:37,415 - mmaction - INFO - Epoch [65][200/940] lr: 3.414e-01, eta: 22:30:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1350, loss: 3.1350 2020-07-02 01:53:46,273 - mmaction - INFO - Epoch [65][220/940] lr: 3.414e-01, eta: 22:30:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5188, loss_cls: 3.2947, loss: 3.2947 2020-07-02 01:53:55,152 - mmaction - INFO - Epoch [65][240/940] lr: 3.414e-01, eta: 22:29:53, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1901, loss: 3.1901 2020-07-02 01:54:03,972 - mmaction - INFO - Epoch [65][260/940] lr: 3.414e-01, eta: 22:29:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 3.0421, loss: 3.0421 2020-07-02 01:54:12,826 - mmaction - INFO - Epoch [65][280/940] lr: 3.414e-01, eta: 22:29:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4813, loss_cls: 3.4417, loss: 3.4417 2020-07-02 01:54:21,720 - mmaction - INFO - Epoch [65][300/940] lr: 3.414e-01, eta: 22:29:25, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5938, loss_cls: 3.0878, loss: 3.0878 2020-07-02 01:54:30,564 - mmaction - INFO - Epoch [65][320/940] lr: 3.414e-01, eta: 22:29:15, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4084, loss: 3.4084 2020-07-02 01:54:39,399 - mmaction - INFO - Epoch [65][340/940] lr: 3.414e-01, eta: 22:29:06, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.0622, loss: 3.0622 2020-07-02 01:54:48,238 - mmaction - INFO - Epoch [65][360/940] lr: 3.414e-01, eta: 22:28:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0570, loss: 3.0570 2020-07-02 01:54:57,100 - mmaction - INFO - Epoch [65][380/940] lr: 3.414e-01, eta: 22:28:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.4338, loss: 3.4338 2020-07-02 01:55:05,962 - mmaction - INFO - Epoch [65][400/940] lr: 3.414e-01, eta: 22:28:38, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1255, loss: 3.1255 2020-07-02 01:55:14,817 - mmaction - INFO - Epoch [65][420/940] lr: 3.414e-01, eta: 22:28:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1680, loss: 3.1680 2020-07-02 01:55:23,656 - mmaction - INFO - Epoch [65][440/940] lr: 3.414e-01, eta: 22:28:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2424, loss: 3.2424 2020-07-02 01:55:32,499 - mmaction - INFO - Epoch [65][460/940] lr: 3.414e-01, eta: 22:28:09, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2253, loss: 3.2253 2020-07-02 01:55:41,420 - mmaction - INFO - Epoch [65][480/940] lr: 3.414e-01, eta: 22:28:00, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5375, loss_cls: 3.2309, loss: 3.2309 2020-07-02 01:55:50,295 - mmaction - INFO - Epoch [65][500/940] lr: 3.414e-01, eta: 22:27:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5156, loss_cls: 3.4237, loss: 3.4237 2020-07-02 01:55:59,170 - mmaction - INFO - Epoch [65][520/940] lr: 3.414e-01, eta: 22:27:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2918, loss: 3.2918 2020-07-02 01:56:08,002 - mmaction - INFO - Epoch [65][540/940] lr: 3.414e-01, eta: 22:27:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5059, loss: 3.5059 2020-07-02 01:56:16,820 - mmaction - INFO - Epoch [65][560/940] lr: 3.414e-01, eta: 22:27:23, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.2178, loss: 3.2178 2020-07-02 01:56:25,679 - mmaction - INFO - Epoch [65][580/940] lr: 3.414e-01, eta: 22:27:13, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5469, loss_cls: 3.2985, loss: 3.2985 2020-07-02 01:56:34,482 - mmaction - INFO - Epoch [65][600/940] lr: 3.414e-01, eta: 22:27:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.1328, loss: 3.1328 2020-07-02 01:56:43,437 - mmaction - INFO - Epoch [65][620/940] lr: 3.414e-01, eta: 22:26:55, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5312, loss_cls: 3.2585, loss: 3.2585 2020-07-02 01:56:52,286 - mmaction - INFO - Epoch [65][640/940] lr: 3.414e-01, eta: 22:26:45, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1304, loss: 3.1304 2020-07-02 01:57:01,170 - mmaction - INFO - Epoch [65][660/940] lr: 3.414e-01, eta: 22:26:36, time: 0.444, data_time: 0.005, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0902, loss: 3.0902 2020-07-02 01:57:09,955 - mmaction - INFO - Epoch [65][680/940] lr: 3.414e-01, eta: 22:26:26, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3216, loss: 3.3216 2020-07-02 01:57:18,874 - mmaction - INFO - Epoch [65][700/940] lr: 3.414e-01, eta: 22:26:17, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.2011, loss: 3.2011 2020-07-02 01:57:27,835 - mmaction - INFO - Epoch [65][720/940] lr: 3.414e-01, eta: 22:26:08, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1463, loss: 3.1463 2020-07-02 01:57:36,663 - mmaction - INFO - Epoch [65][740/940] lr: 3.414e-01, eta: 22:25:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0569, loss: 3.0569 2020-07-02 01:57:45,537 - mmaction - INFO - Epoch [65][760/940] lr: 3.414e-01, eta: 22:25:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.1757, loss: 3.1757 2020-07-02 01:57:54,344 - mmaction - INFO - Epoch [65][780/940] lr: 3.414e-01, eta: 22:25:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2324, loss: 3.2324 2020-07-02 01:58:03,203 - mmaction - INFO - Epoch [65][800/940] lr: 3.414e-01, eta: 22:25:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.2076, loss: 3.2076 2020-07-02 01:58:12,045 - mmaction - INFO - Epoch [65][820/940] lr: 3.414e-01, eta: 22:25:21, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2444, loss: 3.2444 2020-07-02 01:58:20,990 - mmaction - INFO - Epoch [65][840/940] lr: 3.414e-01, eta: 22:25:12, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5406, loss_cls: 3.3583, loss: 3.3583 2020-07-02 01:58:29,810 - mmaction - INFO - Epoch [65][860/940] lr: 3.414e-01, eta: 22:25:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5781, loss_cls: 3.2232, loss: 3.2232 2020-07-02 01:58:38,681 - mmaction - INFO - Epoch [65][880/940] lr: 3.414e-01, eta: 22:24:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9720, loss: 2.9720 2020-07-02 01:58:47,558 - mmaction - INFO - Epoch [65][900/940] lr: 3.414e-01, eta: 22:24:44, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5281, loss_cls: 3.2349, loss: 3.2349 2020-07-02 01:58:56,382 - mmaction - INFO - Epoch [65][920/940] lr: 3.414e-01, eta: 22:24:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.2283, loss: 3.2283 2020-07-02 01:59:04,836 - mmaction - INFO - Epoch [65][940/940] lr: 3.414e-01, eta: 22:24:24, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5714, loss_cls: 3.2386, loss: 3.2386 2020-07-02 01:59:22,639 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 01:59:23,518 - mmaction - INFO - top1_acc 0.3295 top5_acc 0.5946 2020-07-02 01:59:23,519 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 01:59:23,576 - mmaction - INFO - mean_acc 0.3294 2020-07-02 01:59:23,585 - mmaction - INFO - Epoch [65][940/940] lr: 3.414e-01, top1_acc: 0.3295, top5_acc: 0.5946, mean_class_accuracy: 0.3294 2020-07-02 01:59:36,235 - mmaction - INFO - Epoch [66][20/940] lr: 3.397e-01, eta: 22:24:26, time: 0.632, data_time: 0.190, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2370, loss: 3.2370 2020-07-02 01:59:45,106 - mmaction - INFO - Epoch [66][40/940] lr: 3.397e-01, eta: 22:24:16, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.3206, loss: 3.3206 2020-07-02 01:59:53,996 - mmaction - INFO - Epoch [66][60/940] lr: 3.397e-01, eta: 22:24:07, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3830, loss: 3.3830 2020-07-02 02:00:02,863 - mmaction - INFO - Epoch [66][80/940] lr: 3.397e-01, eta: 22:23:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1399, loss: 3.1399 2020-07-02 02:00:19,353 - mmaction - INFO - Epoch [66][100/940] lr: 3.397e-01, eta: 22:24:10, time: 0.821, data_time: 0.004, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2730, loss: 3.2730 2020-07-02 02:00:28,379 - mmaction - INFO - Epoch [66][120/940] lr: 3.397e-01, eta: 22:24:02, time: 0.455, data_time: 0.010, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5188, loss_cls: 3.2548, loss: 3.2548 2020-07-02 02:00:37,267 - mmaction - INFO - Epoch [66][140/940] lr: 3.397e-01, eta: 22:23:53, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.2845, loss: 3.2845 2020-07-02 02:00:46,203 - mmaction - INFO - Epoch [66][160/940] lr: 3.397e-01, eta: 22:23:43, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 3.1131, loss: 3.1131 2020-07-02 02:00:55,088 - mmaction - INFO - Epoch [66][180/940] lr: 3.397e-01, eta: 22:23:34, time: 0.444, data_time: 0.006, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1285, loss: 3.1285 2020-07-02 02:01:04,044 - mmaction - INFO - Epoch [66][200/940] lr: 3.397e-01, eta: 22:23:25, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.1353, loss: 3.1353 2020-07-02 02:01:12,867 - mmaction - INFO - Epoch [66][220/940] lr: 3.397e-01, eta: 22:23:16, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0088, loss: 3.0088 2020-07-02 02:01:21,734 - mmaction - INFO - Epoch [66][240/940] lr: 3.397e-01, eta: 22:23:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.2807, loss: 3.2807 2020-07-02 02:01:30,581 - mmaction - INFO - Epoch [66][260/940] lr: 3.397e-01, eta: 22:22:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.3168, loss: 3.3168 2020-07-02 02:01:39,428 - mmaction - INFO - Epoch [66][280/940] lr: 3.397e-01, eta: 22:22:47, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.0610, loss: 3.0610 2020-07-02 02:01:48,536 - mmaction - INFO - Epoch [66][300/940] lr: 3.397e-01, eta: 22:22:39, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.2204, loss: 3.2204 2020-07-02 02:01:57,413 - mmaction - INFO - Epoch [66][320/940] lr: 3.397e-01, eta: 22:22:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5719, loss_cls: 3.2501, loss: 3.2501 2020-07-02 02:02:06,265 - mmaction - INFO - Epoch [66][340/940] lr: 3.397e-01, eta: 22:22:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5875, loss_cls: 3.2576, loss: 3.2576 2020-07-02 02:02:15,131 - mmaction - INFO - Epoch [66][360/940] lr: 3.397e-01, eta: 22:22:11, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1157, loss: 3.1157 2020-07-02 02:02:24,004 - mmaction - INFO - Epoch [66][380/940] lr: 3.397e-01, eta: 22:22:01, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2832, loss: 3.2832 2020-07-02 02:02:32,860 - mmaction - INFO - Epoch [66][400/940] lr: 3.397e-01, eta: 22:21:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2795, loss: 3.2795 2020-07-02 02:02:41,858 - mmaction - INFO - Epoch [66][420/940] lr: 3.397e-01, eta: 22:21:43, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2234, loss: 3.2234 2020-07-02 02:02:50,730 - mmaction - INFO - Epoch [66][440/940] lr: 3.397e-01, eta: 22:21:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.2397, loss: 3.2397 2020-07-02 02:02:59,537 - mmaction - INFO - Epoch [66][460/940] lr: 3.397e-01, eta: 22:21:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2304, loss: 3.2304 2020-07-02 02:03:08,374 - mmaction - INFO - Epoch [66][480/940] lr: 3.397e-01, eta: 22:21:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0861, loss: 3.0861 2020-07-02 02:03:17,216 - mmaction - INFO - Epoch [66][500/940] lr: 3.397e-01, eta: 22:21:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.2036, loss: 3.2036 2020-07-02 02:03:26,045 - mmaction - INFO - Epoch [66][520/940] lr: 3.397e-01, eta: 22:20:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0862, loss: 3.0862 2020-07-02 02:03:34,954 - mmaction - INFO - Epoch [66][540/940] lr: 3.397e-01, eta: 22:20:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2452, loss: 3.2452 2020-07-02 02:03:43,752 - mmaction - INFO - Epoch [66][560/940] lr: 3.397e-01, eta: 22:20:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1034, loss: 3.1034 2020-07-02 02:03:52,569 - mmaction - INFO - Epoch [66][580/940] lr: 3.397e-01, eta: 22:20:28, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3033, loss: 3.3033 2020-07-02 02:04:01,409 - mmaction - INFO - Epoch [66][600/940] lr: 3.397e-01, eta: 22:20:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0473, loss: 3.0473 2020-07-02 02:04:10,225 - mmaction - INFO - Epoch [66][620/940] lr: 3.397e-01, eta: 22:20:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1658, loss: 3.1658 2020-07-02 02:04:19,065 - mmaction - INFO - Epoch [66][640/940] lr: 3.397e-01, eta: 22:19:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3324, loss: 3.3324 2020-07-02 02:04:27,907 - mmaction - INFO - Epoch [66][660/940] lr: 3.397e-01, eta: 22:19:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0084, loss: 3.0084 2020-07-02 02:04:36,673 - mmaction - INFO - Epoch [66][680/940] lr: 3.397e-01, eta: 22:19:40, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.2360, loss: 3.2360 2020-07-02 02:04:45,511 - mmaction - INFO - Epoch [66][700/940] lr: 3.397e-01, eta: 22:19:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.3026, loss: 3.3026 2020-07-02 02:04:54,390 - mmaction - INFO - Epoch [66][720/940] lr: 3.397e-01, eta: 22:19:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1483, loss: 3.1483 2020-07-02 02:05:03,252 - mmaction - INFO - Epoch [66][740/940] lr: 3.397e-01, eta: 22:19:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.2169, loss: 3.2169 2020-07-02 02:05:12,120 - mmaction - INFO - Epoch [66][760/940] lr: 3.397e-01, eta: 22:19:03, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5094, loss_cls: 3.3249, loss: 3.3249 2020-07-02 02:05:20,969 - mmaction - INFO - Epoch [66][780/940] lr: 3.397e-01, eta: 22:18:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.2542, loss: 3.2542 2020-07-02 02:05:29,842 - mmaction - INFO - Epoch [66][800/940] lr: 3.397e-01, eta: 22:18:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1808, loss: 3.1808 2020-07-02 02:05:38,830 - mmaction - INFO - Epoch [66][820/940] lr: 3.397e-01, eta: 22:18:35, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.0391, loss: 3.0391 2020-07-02 02:05:47,682 - mmaction - INFO - Epoch [66][840/940] lr: 3.397e-01, eta: 22:18:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3764, loss: 3.3764 2020-07-02 02:05:56,827 - mmaction - INFO - Epoch [66][860/940] lr: 3.397e-01, eta: 22:18:17, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.3409, loss: 3.3409 2020-07-02 02:06:05,688 - mmaction - INFO - Epoch [66][880/940] lr: 3.397e-01, eta: 22:18:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.2504, loss: 3.2504 2020-07-02 02:06:14,509 - mmaction - INFO - Epoch [66][900/940] lr: 3.397e-01, eta: 22:17:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2829, loss: 3.2829 2020-07-02 02:06:23,333 - mmaction - INFO - Epoch [66][920/940] lr: 3.397e-01, eta: 22:17:49, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.1759, loss: 3.1759 2020-07-02 02:06:31,779 - mmaction - INFO - Epoch [66][940/940] lr: 3.397e-01, eta: 22:17:38, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.2955, top5_acc: 0.5390, loss_cls: 3.1980, loss: 3.1980 2020-07-02 02:06:49,265 - mmaction - INFO - Epoch [67][20/940] lr: 3.379e-01, eta: 22:17:53, time: 0.855, data_time: 0.392, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3492, loss: 3.3492 2020-07-02 02:06:58,164 - mmaction - INFO - Epoch [67][40/940] lr: 3.379e-01, eta: 22:17:43, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.1880, loss: 3.1880 2020-07-02 02:07:07,141 - mmaction - INFO - Epoch [67][60/940] lr: 3.379e-01, eta: 22:17:34, time: 0.449, data_time: 0.008, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.0999, loss: 3.0999 2020-07-02 02:07:16,027 - mmaction - INFO - Epoch [67][80/940] lr: 3.379e-01, eta: 22:17:25, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0444, loss: 3.0444 2020-07-02 02:07:24,912 - mmaction - INFO - Epoch [67][100/940] lr: 3.379e-01, eta: 22:17:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2648, loss: 3.2648 2020-07-02 02:07:33,785 - mmaction - INFO - Epoch [67][120/940] lr: 3.379e-01, eta: 22:17:07, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3329, loss: 3.3329 2020-07-02 02:07:42,779 - mmaction - INFO - Epoch [67][140/940] lr: 3.379e-01, eta: 22:16:58, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.3844, loss: 3.3844 2020-07-02 02:07:51,703 - mmaction - INFO - Epoch [67][160/940] lr: 3.379e-01, eta: 22:16:48, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 3.0287, loss: 3.0287 2020-07-02 02:08:00,587 - mmaction - INFO - Epoch [67][180/940] lr: 3.379e-01, eta: 22:16:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2433, loss: 3.2433 2020-07-02 02:08:09,442 - mmaction - INFO - Epoch [67][200/940] lr: 3.379e-01, eta: 22:16:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3439, loss: 3.3439 2020-07-02 02:08:18,378 - mmaction - INFO - Epoch [67][220/940] lr: 3.379e-01, eta: 22:16:21, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0687, loss: 3.0687 2020-07-02 02:08:27,271 - mmaction - INFO - Epoch [67][240/940] lr: 3.379e-01, eta: 22:16:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2295, loss: 3.2295 2020-07-02 02:08:36,132 - mmaction - INFO - Epoch [67][260/940] lr: 3.379e-01, eta: 22:16:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1277, loss: 3.1277 2020-07-02 02:08:44,948 - mmaction - INFO - Epoch [67][280/940] lr: 3.379e-01, eta: 22:15:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3376, loss: 3.3376 2020-07-02 02:08:53,823 - mmaction - INFO - Epoch [67][300/940] lr: 3.379e-01, eta: 22:15:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5875, loss_cls: 3.0859, loss: 3.0859 2020-07-02 02:09:02,690 - mmaction - INFO - Epoch [67][320/940] lr: 3.379e-01, eta: 22:15:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3518, loss: 3.3518 2020-07-02 02:09:11,570 - mmaction - INFO - Epoch [67][340/940] lr: 3.379e-01, eta: 22:15:24, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.4174, loss: 3.4174 2020-07-02 02:09:20,441 - mmaction - INFO - Epoch [67][360/940] lr: 3.379e-01, eta: 22:15:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.2063, loss: 3.2063 2020-07-02 02:09:29,327 - mmaction - INFO - Epoch [67][380/940] lr: 3.379e-01, eta: 22:15:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.1442, loss: 3.1442 2020-07-02 02:09:38,202 - mmaction - INFO - Epoch [67][400/940] lr: 3.379e-01, eta: 22:14:57, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.2080, loss: 3.2080 2020-07-02 02:09:47,093 - mmaction - INFO - Epoch [67][420/940] lr: 3.379e-01, eta: 22:14:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.6031, loss_cls: 3.0610, loss: 3.0610 2020-07-02 02:09:55,949 - mmaction - INFO - Epoch [67][440/940] lr: 3.379e-01, eta: 22:14:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.3406, loss: 3.3406 2020-07-02 02:10:04,777 - mmaction - INFO - Epoch [67][460/940] lr: 3.379e-01, eta: 22:14:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.3697, loss: 3.3697 2020-07-02 02:10:13,638 - mmaction - INFO - Epoch [67][480/940] lr: 3.379e-01, eta: 22:14:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.1726, loss: 3.1726 2020-07-02 02:10:22,478 - mmaction - INFO - Epoch [67][500/940] lr: 3.379e-01, eta: 22:14:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.3560, loss: 3.3560 2020-07-02 02:10:31,350 - mmaction - INFO - Epoch [67][520/940] lr: 3.379e-01, eta: 22:14:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.3010, loss: 3.3010 2020-07-02 02:10:40,189 - mmaction - INFO - Epoch [67][540/940] lr: 3.379e-01, eta: 22:13:51, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.2850, loss: 3.2850 2020-07-02 02:10:49,215 - mmaction - INFO - Epoch [67][560/940] lr: 3.379e-01, eta: 22:13:42, time: 0.451, data_time: 0.011, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5531, loss_cls: 3.2698, loss: 3.2698 2020-07-02 02:10:58,074 - mmaction - INFO - Epoch [67][580/940] lr: 3.379e-01, eta: 22:13:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0634, loss: 3.0634 2020-07-02 02:11:06,972 - mmaction - INFO - Epoch [67][600/940] lr: 3.379e-01, eta: 22:13:23, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5156, loss_cls: 3.4201, loss: 3.4201 2020-07-02 02:11:15,829 - mmaction - INFO - Epoch [67][620/940] lr: 3.379e-01, eta: 22:13:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.4455, loss: 3.4455 2020-07-02 02:11:24,604 - mmaction - INFO - Epoch [67][640/940] lr: 3.379e-01, eta: 22:13:04, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.2897, loss: 3.2897 2020-07-02 02:11:33,413 - mmaction - INFO - Epoch [67][660/940] lr: 3.379e-01, eta: 22:12:55, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9915, loss: 2.9915 2020-07-02 02:11:42,264 - mmaction - INFO - Epoch [67][680/940] lr: 3.379e-01, eta: 22:12:46, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1218, loss: 3.1218 2020-07-02 02:11:51,089 - mmaction - INFO - Epoch [67][700/940] lr: 3.379e-01, eta: 22:12:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1187, loss: 3.1187 2020-07-02 02:11:59,940 - mmaction - INFO - Epoch [67][720/940] lr: 3.379e-01, eta: 22:12:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5125, loss_cls: 3.3711, loss: 3.3711 2020-07-02 02:12:08,813 - mmaction - INFO - Epoch [67][740/940] lr: 3.379e-01, eta: 22:12:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2518, loss: 3.2518 2020-07-02 02:12:17,646 - mmaction - INFO - Epoch [67][760/940] lr: 3.379e-01, eta: 22:12:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2309, loss: 3.2309 2020-07-02 02:12:26,905 - mmaction - INFO - Epoch [67][780/940] lr: 3.379e-01, eta: 22:12:00, time: 0.465, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5031, loss_cls: 3.4240, loss: 3.4240 2020-07-02 02:12:35,775 - mmaction - INFO - Epoch [67][800/940] lr: 3.379e-01, eta: 22:11:50, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.3531, loss: 3.3531 2020-07-02 02:12:44,660 - mmaction - INFO - Epoch [67][820/940] lr: 3.379e-01, eta: 22:11:41, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3576, loss: 3.3576 2020-07-02 02:12:53,465 - mmaction - INFO - Epoch [67][840/940] lr: 3.379e-01, eta: 22:11:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5312, loss_cls: 3.2486, loss: 3.2486 2020-07-02 02:13:02,327 - mmaction - INFO - Epoch [67][860/940] lr: 3.379e-01, eta: 22:11:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1986, loss: 3.1986 2020-07-02 02:13:11,171 - mmaction - INFO - Epoch [67][880/940] lr: 3.379e-01, eta: 22:11:13, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 3.0125, loss: 3.0125 2020-07-02 02:13:20,017 - mmaction - INFO - Epoch [67][900/940] lr: 3.379e-01, eta: 22:11:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3434, loss: 3.3434 2020-07-02 02:13:28,851 - mmaction - INFO - Epoch [67][920/940] lr: 3.379e-01, eta: 22:10:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5250, loss_cls: 3.2393, loss: 3.2393 2020-07-02 02:13:37,314 - mmaction - INFO - Epoch [67][940/940] lr: 3.379e-01, eta: 22:10:44, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5487, loss_cls: 3.2397, loss: 3.2397 2020-07-02 02:13:51,921 - mmaction - INFO - Epoch [68][20/940] lr: 3.361e-01, eta: 22:10:50, time: 0.715, data_time: 0.256, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.2616, loss: 3.2616 2020-07-02 02:14:00,766 - mmaction - INFO - Epoch [68][40/940] lr: 3.361e-01, eta: 22:10:40, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 2.9865, loss: 2.9865 2020-07-02 02:14:09,669 - mmaction - INFO - Epoch [68][60/940] lr: 3.361e-01, eta: 22:10:31, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5938, loss_cls: 3.2189, loss: 3.2189 2020-07-02 02:14:18,553 - mmaction - INFO - Epoch [68][80/940] lr: 3.361e-01, eta: 22:10:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 3.0230, loss: 3.0230 2020-07-02 02:14:27,449 - mmaction - INFO - Epoch [68][100/940] lr: 3.361e-01, eta: 22:10:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1543, loss: 3.1543 2020-07-02 02:14:36,347 - mmaction - INFO - Epoch [68][120/940] lr: 3.361e-01, eta: 22:10:03, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0778, loss: 3.0778 2020-07-02 02:14:45,221 - mmaction - INFO - Epoch [68][140/940] lr: 3.361e-01, eta: 22:09:54, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2017, loss: 3.2017 2020-07-02 02:14:54,184 - mmaction - INFO - Epoch [68][160/940] lr: 3.361e-01, eta: 22:09:45, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1787, loss: 3.1787 2020-07-02 02:15:03,047 - mmaction - INFO - Epoch [68][180/940] lr: 3.361e-01, eta: 22:09:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1905, loss: 3.1905 2020-07-02 02:15:11,883 - mmaction - INFO - Epoch [68][200/940] lr: 3.361e-01, eta: 22:09:26, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.6000, loss_cls: 3.1801, loss: 3.1801 2020-07-02 02:15:20,696 - mmaction - INFO - Epoch [68][220/940] lr: 3.361e-01, eta: 22:09:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5781, loss_cls: 3.2323, loss: 3.2323 2020-07-02 02:15:29,623 - mmaction - INFO - Epoch [68][240/940] lr: 3.361e-01, eta: 22:09:07, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.1508, loss: 3.1508 2020-07-02 02:15:38,473 - mmaction - INFO - Epoch [68][260/940] lr: 3.361e-01, eta: 22:08:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.1593, loss: 3.1593 2020-07-02 02:15:47,360 - mmaction - INFO - Epoch [68][280/940] lr: 3.361e-01, eta: 22:08:49, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0610, loss: 3.0610 2020-07-02 02:15:56,222 - mmaction - INFO - Epoch [68][300/940] lr: 3.361e-01, eta: 22:08:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1534, loss: 3.1534 2020-07-02 02:16:05,060 - mmaction - INFO - Epoch [68][320/940] lr: 3.361e-01, eta: 22:08:30, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.2874, loss: 3.2874 2020-07-02 02:16:13,918 - mmaction - INFO - Epoch [68][340/940] lr: 3.361e-01, eta: 22:08:21, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5875, loss_cls: 3.1453, loss: 3.1453 2020-07-02 02:16:22,778 - mmaction - INFO - Epoch [68][360/940] lr: 3.361e-01, eta: 22:08:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.0178, loss: 3.0178 2020-07-02 02:16:31,633 - mmaction - INFO - Epoch [68][380/940] lr: 3.361e-01, eta: 22:08:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0884, loss: 3.0884 2020-07-02 02:16:40,451 - mmaction - INFO - Epoch [68][400/940] lr: 3.361e-01, eta: 22:07:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5281, loss_cls: 3.4605, loss: 3.4605 2020-07-02 02:16:49,300 - mmaction - INFO - Epoch [68][420/940] lr: 3.361e-01, eta: 22:07:43, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2059, loss: 3.2059 2020-07-02 02:16:58,183 - mmaction - INFO - Epoch [68][440/940] lr: 3.361e-01, eta: 22:07:34, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1254, loss: 3.1254 2020-07-02 02:17:07,312 - mmaction - INFO - Epoch [68][460/940] lr: 3.361e-01, eta: 22:07:25, time: 0.456, data_time: 0.010, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.2229, loss: 3.2229 2020-07-02 02:17:16,125 - mmaction - INFO - Epoch [68][480/940] lr: 3.361e-01, eta: 22:07:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.2006, loss: 3.2006 2020-07-02 02:17:24,977 - mmaction - INFO - Epoch [68][500/940] lr: 3.361e-01, eta: 22:07:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0807, loss: 3.0807 2020-07-02 02:17:33,912 - mmaction - INFO - Epoch [68][520/940] lr: 3.361e-01, eta: 22:06:57, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3702, loss: 3.3702 2020-07-02 02:17:42,737 - mmaction - INFO - Epoch [68][540/940] lr: 3.361e-01, eta: 22:06:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2426, loss: 3.2426 2020-07-02 02:17:51,618 - mmaction - INFO - Epoch [68][560/940] lr: 3.361e-01, eta: 22:06:38, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5719, loss_cls: 3.2073, loss: 3.2073 2020-07-02 02:18:00,518 - mmaction - INFO - Epoch [68][580/940] lr: 3.361e-01, eta: 22:06:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5625, loss_cls: 3.3919, loss: 3.3919 2020-07-02 02:18:09,403 - mmaction - INFO - Epoch [68][600/940] lr: 3.361e-01, eta: 22:06:20, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0755, loss: 3.0755 2020-07-02 02:18:18,242 - mmaction - INFO - Epoch [68][620/940] lr: 3.361e-01, eta: 22:06:10, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.0617, loss: 3.0617 2020-07-02 02:18:27,059 - mmaction - INFO - Epoch [68][640/940] lr: 3.361e-01, eta: 22:06:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.5437, loss: 3.5437 2020-07-02 02:18:35,903 - mmaction - INFO - Epoch [68][660/940] lr: 3.361e-01, eta: 22:05:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2323, loss: 3.2323 2020-07-02 02:18:44,770 - mmaction - INFO - Epoch [68][680/940] lr: 3.361e-01, eta: 22:05:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1990, loss: 3.1990 2020-07-02 02:18:53,595 - mmaction - INFO - Epoch [68][700/940] lr: 3.361e-01, eta: 22:05:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9515, loss: 2.9515 2020-07-02 02:19:02,791 - mmaction - INFO - Epoch [68][720/940] lr: 3.361e-01, eta: 22:05:24, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4197, loss: 3.4197 2020-07-02 02:19:11,632 - mmaction - INFO - Epoch [68][740/940] lr: 3.361e-01, eta: 22:05:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5312, loss_cls: 3.2580, loss: 3.2580 2020-07-02 02:19:20,455 - mmaction - INFO - Epoch [68][760/940] lr: 3.361e-01, eta: 22:05:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5219, loss_cls: 3.4889, loss: 3.4889 2020-07-02 02:19:29,308 - mmaction - INFO - Epoch [68][780/940] lr: 3.361e-01, eta: 22:04:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2520, loss: 3.2520 2020-07-02 02:19:38,143 - mmaction - INFO - Epoch [68][800/940] lr: 3.361e-01, eta: 22:04:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0223, loss: 3.0223 2020-07-02 02:19:46,979 - mmaction - INFO - Epoch [68][820/940] lr: 3.361e-01, eta: 22:04:37, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3028, loss: 3.3028 2020-07-02 02:19:55,819 - mmaction - INFO - Epoch [68][840/940] lr: 3.361e-01, eta: 22:04:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2584, loss: 3.2584 2020-07-02 02:20:04,700 - mmaction - INFO - Epoch [68][860/940] lr: 3.361e-01, eta: 22:04:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.1786, loss: 3.1786 2020-07-02 02:20:13,547 - mmaction - INFO - Epoch [68][880/940] lr: 3.361e-01, eta: 22:04:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.2569, loss: 3.2569 2020-07-02 02:20:22,322 - mmaction - INFO - Epoch [68][900/940] lr: 3.361e-01, eta: 22:04:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.4028, loss: 3.4028 2020-07-02 02:20:31,255 - mmaction - INFO - Epoch [68][920/940] lr: 3.361e-01, eta: 22:03:51, time: 0.448, data_time: 0.007, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5219, loss_cls: 3.3279, loss: 3.3279 2020-07-02 02:20:39,752 - mmaction - INFO - Epoch [68][940/940] lr: 3.361e-01, eta: 22:03:40, time: 0.425, data_time: 0.001, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5812, loss_cls: 3.0701, loss: 3.0701 2020-07-02 02:20:40,082 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-02 02:20:54,271 - mmaction - INFO - Epoch [69][20/940] lr: 3.343e-01, eta: 22:03:41, time: 0.633, data_time: 0.183, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3110, loss: 3.3110 2020-07-02 02:21:03,185 - mmaction - INFO - Epoch [69][40/940] lr: 3.343e-01, eta: 22:03:32, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0644, loss: 3.0644 2020-07-02 02:21:12,061 - mmaction - INFO - Epoch [69][60/940] lr: 3.343e-01, eta: 22:03:23, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0865, loss: 3.0865 2020-07-02 02:21:20,934 - mmaction - INFO - Epoch [69][80/940] lr: 3.343e-01, eta: 22:03:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.0958, loss: 3.0958 2020-07-02 02:21:29,770 - mmaction - INFO - Epoch [69][100/940] lr: 3.343e-01, eta: 22:03:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2344, top5_acc: 0.5250, loss_cls: 3.4361, loss: 3.4361 2020-07-02 02:21:38,622 - mmaction - INFO - Epoch [69][120/940] lr: 3.343e-01, eta: 22:02:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.3467, loss: 3.3467 2020-07-02 02:21:47,597 - mmaction - INFO - Epoch [69][140/940] lr: 3.343e-01, eta: 22:02:46, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.1814, loss: 3.1814 2020-07-02 02:21:56,465 - mmaction - INFO - Epoch [69][160/940] lr: 3.343e-01, eta: 22:02:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.4416, loss: 3.4416 2020-07-02 02:22:05,363 - mmaction - INFO - Epoch [69][180/940] lr: 3.343e-01, eta: 22:02:27, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3439, loss: 3.3439 2020-07-02 02:22:14,225 - mmaction - INFO - Epoch [69][200/940] lr: 3.343e-01, eta: 22:02:18, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 2.9591, loss: 2.9591 2020-07-02 02:22:23,121 - mmaction - INFO - Epoch [69][220/940] lr: 3.343e-01, eta: 22:02:09, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2209, loss: 3.2209 2020-07-02 02:22:32,035 - mmaction - INFO - Epoch [69][240/940] lr: 3.343e-01, eta: 22:01:59, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3927, loss: 3.3927 2020-07-02 02:22:40,948 - mmaction - INFO - Epoch [69][260/940] lr: 3.343e-01, eta: 22:01:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2614, loss: 3.2614 2020-07-02 02:22:49,777 - mmaction - INFO - Epoch [69][280/940] lr: 3.343e-01, eta: 22:01:41, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 2.9891, loss: 2.9891 2020-07-02 02:22:58,673 - mmaction - INFO - Epoch [69][300/940] lr: 3.343e-01, eta: 22:01:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.2453, loss: 3.2453 2020-07-02 02:23:07,555 - mmaction - INFO - Epoch [69][320/940] lr: 3.343e-01, eta: 22:01:22, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3022, loss: 3.3022 2020-07-02 02:23:16,404 - mmaction - INFO - Epoch [69][340/940] lr: 3.343e-01, eta: 22:01:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3886, loss: 3.3886 2020-07-02 02:23:25,294 - mmaction - INFO - Epoch [69][360/940] lr: 3.343e-01, eta: 22:01:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.3387, loss: 3.3387 2020-07-02 02:23:34,114 - mmaction - INFO - Epoch [69][380/940] lr: 3.343e-01, eta: 22:00:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2072, loss: 3.2072 2020-07-02 02:23:42,972 - mmaction - INFO - Epoch [69][400/940] lr: 3.343e-01, eta: 22:00:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.0801, loss: 3.0801 2020-07-02 02:23:51,821 - mmaction - INFO - Epoch [69][420/940] lr: 3.343e-01, eta: 22:00:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.1672, loss: 3.1672 2020-07-02 02:24:00,666 - mmaction - INFO - Epoch [69][440/940] lr: 3.343e-01, eta: 22:00:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1883, loss: 3.1883 2020-07-02 02:24:09,544 - mmaction - INFO - Epoch [69][460/940] lr: 3.343e-01, eta: 22:00:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1727, loss: 3.1727 2020-07-02 02:24:18,395 - mmaction - INFO - Epoch [69][480/940] lr: 3.343e-01, eta: 22:00:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.1447, loss: 3.1447 2020-07-02 02:24:27,252 - mmaction - INFO - Epoch [69][500/940] lr: 3.343e-01, eta: 21:59:58, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6031, loss_cls: 3.0226, loss: 3.0226 2020-07-02 02:24:36,094 - mmaction - INFO - Epoch [69][520/940] lr: 3.343e-01, eta: 21:59:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2861, loss: 3.2861 2020-07-02 02:24:44,976 - mmaction - INFO - Epoch [69][540/940] lr: 3.343e-01, eta: 21:59:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.3747, loss: 3.3747 2020-07-02 02:24:53,825 - mmaction - INFO - Epoch [69][560/940] lr: 3.343e-01, eta: 21:59:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2542, loss: 3.2542 2020-07-02 02:25:02,670 - mmaction - INFO - Epoch [69][580/940] lr: 3.343e-01, eta: 21:59:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1973, loss: 3.1973 2020-07-02 02:25:11,565 - mmaction - INFO - Epoch [69][600/940] lr: 3.343e-01, eta: 21:59:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5219, loss_cls: 3.2500, loss: 3.2500 2020-07-02 02:25:20,424 - mmaction - INFO - Epoch [69][620/940] lr: 3.343e-01, eta: 21:59:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5062, loss_cls: 3.4547, loss: 3.4547 2020-07-02 02:25:29,761 - mmaction - INFO - Epoch [69][640/940] lr: 3.343e-01, eta: 21:58:54, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.2789, loss: 3.2789 2020-07-02 02:25:38,557 - mmaction - INFO - Epoch [69][660/940] lr: 3.343e-01, eta: 21:58:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1395, loss: 3.1395 2020-07-02 02:25:47,334 - mmaction - INFO - Epoch [69][680/940] lr: 3.343e-01, eta: 21:58:35, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0497, loss: 3.0497 2020-07-02 02:25:56,197 - mmaction - INFO - Epoch [69][700/940] lr: 3.343e-01, eta: 21:58:26, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.1271, loss: 3.1271 2020-07-02 02:26:05,045 - mmaction - INFO - Epoch [69][720/940] lr: 3.343e-01, eta: 21:58:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1270, loss: 3.1270 2020-07-02 02:26:13,944 - mmaction - INFO - Epoch [69][740/940] lr: 3.343e-01, eta: 21:58:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.5369, loss: 3.5369 2020-07-02 02:26:22,758 - mmaction - INFO - Epoch [69][760/940] lr: 3.343e-01, eta: 21:57:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2647, loss: 3.2647 2020-07-02 02:26:31,547 - mmaction - INFO - Epoch [69][780/940] lr: 3.343e-01, eta: 21:57:48, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2120, loss: 3.2120 2020-07-02 02:26:40,498 - mmaction - INFO - Epoch [69][800/940] lr: 3.343e-01, eta: 21:57:39, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.4078, loss: 3.4078 2020-07-02 02:26:49,376 - mmaction - INFO - Epoch [69][820/940] lr: 3.343e-01, eta: 21:57:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2693, loss: 3.2693 2020-07-02 02:26:58,174 - mmaction - INFO - Epoch [69][840/940] lr: 3.343e-01, eta: 21:57:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.1332, loss: 3.1332 2020-07-02 02:27:07,158 - mmaction - INFO - Epoch [69][860/940] lr: 3.343e-01, eta: 21:57:11, time: 0.448, data_time: 0.011, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.4467, loss: 3.4467 2020-07-02 02:27:16,014 - mmaction - INFO - Epoch [69][880/940] lr: 3.343e-01, eta: 21:57:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5437, loss_cls: 3.2421, loss: 3.2421 2020-07-02 02:27:24,861 - mmaction - INFO - Epoch [69][900/940] lr: 3.343e-01, eta: 21:56:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 3.2387, loss: 3.2387 2020-07-02 02:27:34,093 - mmaction - INFO - Epoch [69][920/940] lr: 3.343e-01, eta: 21:56:44, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2139, loss: 3.2139 2020-07-02 02:27:42,781 - mmaction - INFO - Epoch [69][940/940] lr: 3.343e-01, eta: 21:56:34, time: 0.435, data_time: 0.016, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5455, loss_cls: 3.1040, loss: 3.1040 2020-07-02 02:27:57,977 - mmaction - INFO - Epoch [70][20/940] lr: 3.325e-01, eta: 21:56:41, time: 0.741, data_time: 0.299, memory: 6328, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.4702, loss: 3.4702 2020-07-02 02:28:06,874 - mmaction - INFO - Epoch [70][40/940] lr: 3.325e-01, eta: 21:56:32, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.2798, loss: 3.2798 2020-07-02 02:28:15,730 - mmaction - INFO - Epoch [70][60/940] lr: 3.325e-01, eta: 21:56:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5563, loss_cls: 3.3481, loss: 3.3481 2020-07-02 02:28:24,696 - mmaction - INFO - Epoch [70][80/940] lr: 3.325e-01, eta: 21:56:14, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1523, loss: 3.1523 2020-07-02 02:28:33,578 - mmaction - INFO - Epoch [70][100/940] lr: 3.325e-01, eta: 21:56:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2315, loss: 3.2315 2020-07-02 02:28:42,515 - mmaction - INFO - Epoch [70][120/940] lr: 3.325e-01, eta: 21:55:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2106, loss: 3.2106 2020-07-02 02:28:51,412 - mmaction - INFO - Epoch [70][140/940] lr: 3.325e-01, eta: 21:55:46, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.3398, loss: 3.3398 2020-07-02 02:29:00,398 - mmaction - INFO - Epoch [70][160/940] lr: 3.325e-01, eta: 21:55:37, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3426, loss: 3.3426 2020-07-02 02:29:09,262 - mmaction - INFO - Epoch [70][180/940] lr: 3.325e-01, eta: 21:55:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.2057, loss: 3.2057 2020-07-02 02:29:18,157 - mmaction - INFO - Epoch [70][200/940] lr: 3.325e-01, eta: 21:55:18, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9898, loss: 2.9898 2020-07-02 02:29:27,060 - mmaction - INFO - Epoch [70][220/940] lr: 3.325e-01, eta: 21:55:09, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2296, loss: 3.2296 2020-07-02 02:29:35,988 - mmaction - INFO - Epoch [70][240/940] lr: 3.325e-01, eta: 21:55:00, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.3259, loss: 3.3259 2020-07-02 02:29:44,858 - mmaction - INFO - Epoch [70][260/940] lr: 3.325e-01, eta: 21:54:51, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.1252, loss: 3.1252 2020-07-02 02:29:53,731 - mmaction - INFO - Epoch [70][280/940] lr: 3.325e-01, eta: 21:54:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2496, loss: 3.2496 2020-07-02 02:30:02,626 - mmaction - INFO - Epoch [70][300/940] lr: 3.325e-01, eta: 21:54:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5500, loss_cls: 3.2869, loss: 3.2869 2020-07-02 02:30:11,452 - mmaction - INFO - Epoch [70][320/940] lr: 3.325e-01, eta: 21:54:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0779, loss: 3.0779 2020-07-02 02:30:20,366 - mmaction - INFO - Epoch [70][340/940] lr: 3.325e-01, eta: 21:54:13, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1807, loss: 3.1807 2020-07-02 02:30:29,253 - mmaction - INFO - Epoch [70][360/940] lr: 3.325e-01, eta: 21:54:04, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5469, loss_cls: 3.2186, loss: 3.2186 2020-07-02 02:30:38,118 - mmaction - INFO - Epoch [70][380/940] lr: 3.325e-01, eta: 21:53:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.1292, loss: 3.1292 2020-07-02 02:30:46,971 - mmaction - INFO - Epoch [70][400/940] lr: 3.325e-01, eta: 21:53:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.2883, loss: 3.2883 2020-07-02 02:30:55,921 - mmaction - INFO - Epoch [70][420/940] lr: 3.325e-01, eta: 21:53:36, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1375, loss: 3.1375 2020-07-02 02:31:04,768 - mmaction - INFO - Epoch [70][440/940] lr: 3.325e-01, eta: 21:53:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3726, loss: 3.3726 2020-07-02 02:31:13,633 - mmaction - INFO - Epoch [70][460/940] lr: 3.325e-01, eta: 21:53:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3369, loss: 3.3369 2020-07-02 02:31:22,883 - mmaction - INFO - Epoch [70][480/940] lr: 3.325e-01, eta: 21:53:09, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.3418, loss: 3.3418 2020-07-02 02:31:31,783 - mmaction - INFO - Epoch [70][500/940] lr: 3.325e-01, eta: 21:53:00, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2924, loss: 3.2924 2020-07-02 02:31:40,754 - mmaction - INFO - Epoch [70][520/940] lr: 3.325e-01, eta: 21:52:51, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.2245, loss: 3.2245 2020-07-02 02:31:49,559 - mmaction - INFO - Epoch [70][540/940] lr: 3.325e-01, eta: 21:52:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2756, loss: 3.2756 2020-07-02 02:31:58,466 - mmaction - INFO - Epoch [70][560/940] lr: 3.325e-01, eta: 21:52:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2342, loss: 3.2342 2020-07-02 02:32:07,424 - mmaction - INFO - Epoch [70][580/940] lr: 3.325e-01, eta: 21:52:23, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1876, loss: 3.1876 2020-07-02 02:32:16,329 - mmaction - INFO - Epoch [70][600/940] lr: 3.325e-01, eta: 21:52:14, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2076, loss: 3.2076 2020-07-02 02:32:25,186 - mmaction - INFO - Epoch [70][620/940] lr: 3.325e-01, eta: 21:52:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4338, loss: 3.4338 2020-07-02 02:32:34,065 - mmaction - INFO - Epoch [70][640/940] lr: 3.325e-01, eta: 21:51:56, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5813, loss_cls: 3.2824, loss: 3.2824 2020-07-02 02:32:42,896 - mmaction - INFO - Epoch [70][660/940] lr: 3.325e-01, eta: 21:51:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.1078, loss: 3.1078 2020-07-02 02:32:51,735 - mmaction - INFO - Epoch [70][680/940] lr: 3.325e-01, eta: 21:51:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.2063, loss: 3.2063 2020-07-02 02:33:00,595 - mmaction - INFO - Epoch [70][700/940] lr: 3.325e-01, eta: 21:51:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2118, loss: 3.2118 2020-07-02 02:33:09,453 - mmaction - INFO - Epoch [70][720/940] lr: 3.325e-01, eta: 21:51:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5281, loss_cls: 3.2795, loss: 3.2795 2020-07-02 02:33:18,305 - mmaction - INFO - Epoch [70][740/940] lr: 3.325e-01, eta: 21:51:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.2157, loss: 3.2157 2020-07-02 02:33:27,213 - mmaction - INFO - Epoch [70][760/940] lr: 3.325e-01, eta: 21:51:00, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.2801, loss: 3.2801 2020-07-02 02:33:36,033 - mmaction - INFO - Epoch [70][780/940] lr: 3.325e-01, eta: 21:50:50, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1352, loss: 3.1352 2020-07-02 02:33:44,836 - mmaction - INFO - Epoch [70][800/940] lr: 3.325e-01, eta: 21:50:41, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5219, loss_cls: 3.2843, loss: 3.2843 2020-07-02 02:33:53,635 - mmaction - INFO - Epoch [70][820/940] lr: 3.325e-01, eta: 21:50:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9859, loss: 2.9859 2020-07-02 02:34:02,466 - mmaction - INFO - Epoch [70][840/940] lr: 3.325e-01, eta: 21:50:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.1739, loss: 3.1739 2020-07-02 02:34:11,272 - mmaction - INFO - Epoch [70][860/940] lr: 3.325e-01, eta: 21:50:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.3826, loss: 3.3826 2020-07-02 02:34:20,104 - mmaction - INFO - Epoch [70][880/940] lr: 3.325e-01, eta: 21:50:03, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1249, loss: 3.1249 2020-07-02 02:34:28,955 - mmaction - INFO - Epoch [70][900/940] lr: 3.325e-01, eta: 21:49:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0640, loss: 3.0640 2020-07-02 02:34:37,801 - mmaction - INFO - Epoch [70][920/940] lr: 3.325e-01, eta: 21:49:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.0495, loss: 3.0495 2020-07-02 02:34:46,231 - mmaction - INFO - Epoch [70][940/940] lr: 3.325e-01, eta: 21:49:34, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3506, top5_acc: 0.5812, loss_cls: 3.0688, loss: 3.0688 2020-07-02 02:35:03,872 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 02:35:04,746 - mmaction - INFO - top1_acc 0.3353 top5_acc 0.6138 2020-07-02 02:35:04,747 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 02:35:04,825 - mmaction - INFO - mean_acc 0.3350 2020-07-02 02:35:04,835 - mmaction - INFO - Epoch [70][940/940] lr: 3.325e-01, top1_acc: 0.3353, top5_acc: 0.6138, mean_class_accuracy: 0.3350 2020-07-02 02:35:17,565 - mmaction - INFO - Epoch [71][20/940] lr: 3.306e-01, eta: 21:49:35, time: 0.635, data_time: 0.194, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5531, loss_cls: 3.3401, loss: 3.3401 2020-07-02 02:35:26,502 - mmaction - INFO - Epoch [71][40/940] lr: 3.306e-01, eta: 21:49:25, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5500, loss_cls: 3.1550, loss: 3.1550 2020-07-02 02:35:35,807 - mmaction - INFO - Epoch [71][60/940] lr: 3.306e-01, eta: 21:49:17, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1875, loss: 3.1875 2020-07-02 02:35:44,662 - mmaction - INFO - Epoch [71][80/940] lr: 3.306e-01, eta: 21:49:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.3529, loss: 3.3529 2020-07-02 02:35:53,551 - mmaction - INFO - Epoch [71][100/940] lr: 3.306e-01, eta: 21:48:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9331, loss: 2.9331 2020-07-02 02:36:02,503 - mmaction - INFO - Epoch [71][120/940] lr: 3.306e-01, eta: 21:48:50, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2596, loss: 3.2596 2020-07-02 02:36:11,334 - mmaction - INFO - Epoch [71][140/940] lr: 3.306e-01, eta: 21:48:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5656, loss_cls: 3.0375, loss: 3.0375 2020-07-02 02:36:20,273 - mmaction - INFO - Epoch [71][160/940] lr: 3.306e-01, eta: 21:48:31, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.2518, loss: 3.2518 2020-07-02 02:36:29,168 - mmaction - INFO - Epoch [71][180/940] lr: 3.306e-01, eta: 21:48:22, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5938, loss_cls: 3.1475, loss: 3.1475 2020-07-02 02:36:38,490 - mmaction - INFO - Epoch [71][200/940] lr: 3.306e-01, eta: 21:48:14, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.2202, loss: 3.2202 2020-07-02 02:36:47,376 - mmaction - INFO - Epoch [71][220/940] lr: 3.306e-01, eta: 21:48:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.1765, loss: 3.1765 2020-07-02 02:36:56,291 - mmaction - INFO - Epoch [71][240/940] lr: 3.306e-01, eta: 21:47:55, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5219, loss_cls: 3.3485, loss: 3.3485 2020-07-02 02:37:05,182 - mmaction - INFO - Epoch [71][260/940] lr: 3.306e-01, eta: 21:47:46, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3288, loss: 3.3288 2020-07-02 02:37:14,080 - mmaction - INFO - Epoch [71][280/940] lr: 3.306e-01, eta: 21:47:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.4193, loss: 3.4193 2020-07-02 02:37:22,943 - mmaction - INFO - Epoch [71][300/940] lr: 3.306e-01, eta: 21:47:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1548, loss: 3.1548 2020-07-02 02:37:31,831 - mmaction - INFO - Epoch [71][320/940] lr: 3.306e-01, eta: 21:47:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3081, loss: 3.3081 2020-07-02 02:37:40,661 - mmaction - INFO - Epoch [71][340/940] lr: 3.306e-01, eta: 21:47:09, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 3.0382, loss: 3.0382 2020-07-02 02:37:49,530 - mmaction - INFO - Epoch [71][360/940] lr: 3.306e-01, eta: 21:46:59, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0656, loss: 3.0656 2020-07-02 02:37:58,785 - mmaction - INFO - Epoch [71][380/940] lr: 3.306e-01, eta: 21:46:51, time: 0.464, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0325, loss: 3.0325 2020-07-02 02:38:07,634 - mmaction - INFO - Epoch [71][400/940] lr: 3.306e-01, eta: 21:46:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0999, loss: 3.0999 2020-07-02 02:38:16,441 - mmaction - INFO - Epoch [71][420/940] lr: 3.306e-01, eta: 21:46:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.1287, loss: 3.1287 2020-07-02 02:38:25,331 - mmaction - INFO - Epoch [71][440/940] lr: 3.306e-01, eta: 21:46:23, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3344, loss: 3.3344 2020-07-02 02:38:34,179 - mmaction - INFO - Epoch [71][460/940] lr: 3.306e-01, eta: 21:46:14, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0825, loss: 3.0825 2020-07-02 02:38:43,372 - mmaction - INFO - Epoch [71][480/940] lr: 3.306e-01, eta: 21:46:05, time: 0.460, data_time: 0.018, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2146, loss: 3.2146 2020-07-02 02:38:52,255 - mmaction - INFO - Epoch [71][500/940] lr: 3.306e-01, eta: 21:45:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2527, loss: 3.2527 2020-07-02 02:39:01,299 - mmaction - INFO - Epoch [71][520/940] lr: 3.306e-01, eta: 21:45:47, time: 0.452, data_time: 0.008, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.9871, loss: 2.9871 2020-07-02 02:39:10,227 - mmaction - INFO - Epoch [71][540/940] lr: 3.306e-01, eta: 21:45:38, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1081, loss: 3.1081 2020-07-02 02:39:19,242 - mmaction - INFO - Epoch [71][560/940] lr: 3.306e-01, eta: 21:45:29, time: 0.451, data_time: 0.011, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1225, loss: 3.1225 2020-07-02 02:39:28,127 - mmaction - INFO - Epoch [71][580/940] lr: 3.306e-01, eta: 21:45:20, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.1313, loss: 3.1313 2020-07-02 02:39:37,159 - mmaction - INFO - Epoch [71][600/940] lr: 3.306e-01, eta: 21:45:11, time: 0.452, data_time: 0.011, memory: 6328, top1_acc: 0.2437, top5_acc: 0.5156, loss_cls: 3.3127, loss: 3.3127 2020-07-02 02:39:46,046 - mmaction - INFO - Epoch [71][620/940] lr: 3.306e-01, eta: 21:45:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5406, loss_cls: 3.3057, loss: 3.3057 2020-07-02 02:39:54,870 - mmaction - INFO - Epoch [71][640/940] lr: 3.306e-01, eta: 21:44:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.4341, loss: 3.4341 2020-07-02 02:40:03,685 - mmaction - INFO - Epoch [71][660/940] lr: 3.306e-01, eta: 21:44:43, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.2577, loss: 3.2577 2020-07-02 02:40:12,563 - mmaction - INFO - Epoch [71][680/940] lr: 3.306e-01, eta: 21:44:34, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2075, loss: 3.2075 2020-07-02 02:40:21,388 - mmaction - INFO - Epoch [71][700/940] lr: 3.306e-01, eta: 21:44:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1564, loss: 3.1564 2020-07-02 02:40:30,266 - mmaction - INFO - Epoch [71][720/940] lr: 3.306e-01, eta: 21:44:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5969, loss_cls: 3.1634, loss: 3.1634 2020-07-02 02:40:39,106 - mmaction - INFO - Epoch [71][740/940] lr: 3.306e-01, eta: 21:44:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5281, loss_cls: 3.3036, loss: 3.3036 2020-07-02 02:40:47,964 - mmaction - INFO - Epoch [71][760/940] lr: 3.306e-01, eta: 21:43:56, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0193, loss: 3.0193 2020-07-02 02:40:56,819 - mmaction - INFO - Epoch [71][780/940] lr: 3.306e-01, eta: 21:43:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.3213, loss: 3.3213 2020-07-02 02:41:05,647 - mmaction - INFO - Epoch [71][800/940] lr: 3.306e-01, eta: 21:43:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0306, loss: 3.0306 2020-07-02 02:41:14,496 - mmaction - INFO - Epoch [71][820/940] lr: 3.306e-01, eta: 21:43:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.2385, loss: 3.2385 2020-07-02 02:41:23,376 - mmaction - INFO - Epoch [71][840/940] lr: 3.306e-01, eta: 21:43:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0967, loss: 3.0967 2020-07-02 02:41:32,229 - mmaction - INFO - Epoch [71][860/940] lr: 3.306e-01, eta: 21:43:09, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1876, loss: 3.1876 2020-07-02 02:41:41,047 - mmaction - INFO - Epoch [71][880/940] lr: 3.306e-01, eta: 21:43:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1915, loss: 3.1915 2020-07-02 02:41:49,945 - mmaction - INFO - Epoch [71][900/940] lr: 3.306e-01, eta: 21:42:51, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1970, loss: 3.1970 2020-07-02 02:41:58,860 - mmaction - INFO - Epoch [71][920/940] lr: 3.306e-01, eta: 21:42:42, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5656, loss_cls: 3.0625, loss: 3.0625 2020-07-02 02:42:07,269 - mmaction - INFO - Epoch [71][940/940] lr: 3.306e-01, eta: 21:42:31, time: 0.420, data_time: 0.000, memory: 6328, top1_acc: 0.3377, top5_acc: 0.5812, loss_cls: 3.1470, loss: 3.1470 2020-07-02 02:42:22,124 - mmaction - INFO - Epoch [72][20/940] lr: 3.288e-01, eta: 21:42:36, time: 0.723, data_time: 0.266, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1715, loss: 3.1715 2020-07-02 02:42:31,220 - mmaction - INFO - Epoch [72][40/940] lr: 3.288e-01, eta: 21:42:28, time: 0.455, data_time: 0.013, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.2067, loss: 3.2067 2020-07-02 02:42:40,160 - mmaction - INFO - Epoch [72][60/940] lr: 3.288e-01, eta: 21:42:19, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2491, loss: 3.2491 2020-07-02 02:42:49,054 - mmaction - INFO - Epoch [72][80/940] lr: 3.288e-01, eta: 21:42:09, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0521, loss: 3.0521 2020-07-02 02:42:57,911 - mmaction - INFO - Epoch [72][100/940] lr: 3.288e-01, eta: 21:42:00, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2584, loss: 3.2584 2020-07-02 02:43:06,796 - mmaction - INFO - Epoch [72][120/940] lr: 3.288e-01, eta: 21:41:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2599, loss: 3.2599 2020-07-02 02:43:15,707 - mmaction - INFO - Epoch [72][140/940] lr: 3.288e-01, eta: 21:41:41, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.1659, loss: 3.1659 2020-07-02 02:43:24,580 - mmaction - INFO - Epoch [72][160/940] lr: 3.288e-01, eta: 21:41:32, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3141, loss: 3.3141 2020-07-02 02:43:33,592 - mmaction - INFO - Epoch [72][180/940] lr: 3.288e-01, eta: 21:41:23, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1432, loss: 3.1432 2020-07-02 02:43:42,479 - mmaction - INFO - Epoch [72][200/940] lr: 3.288e-01, eta: 21:41:14, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1230, loss: 3.1230 2020-07-02 02:43:51,340 - mmaction - INFO - Epoch [72][220/940] lr: 3.288e-01, eta: 21:41:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1970, loss: 3.1970 2020-07-02 02:44:00,210 - mmaction - INFO - Epoch [72][240/940] lr: 3.288e-01, eta: 21:40:55, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 2.9909, loss: 2.9909 2020-07-02 02:44:09,142 - mmaction - INFO - Epoch [72][260/940] lr: 3.288e-01, eta: 21:40:46, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2391, loss: 3.2391 2020-07-02 02:44:17,964 - mmaction - INFO - Epoch [72][280/940] lr: 3.288e-01, eta: 21:40:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5406, loss_cls: 3.1204, loss: 3.1204 2020-07-02 02:44:26,828 - mmaction - INFO - Epoch [72][300/940] lr: 3.288e-01, eta: 21:40:27, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9419, loss: 2.9419 2020-07-02 02:44:35,689 - mmaction - INFO - Epoch [72][320/940] lr: 3.288e-01, eta: 21:40:18, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1088, loss: 3.1088 2020-07-02 02:44:44,555 - mmaction - INFO - Epoch [72][340/940] lr: 3.288e-01, eta: 21:40:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.1499, loss: 3.1499 2020-07-02 02:44:53,412 - mmaction - INFO - Epoch [72][360/940] lr: 3.288e-01, eta: 21:40:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 3.0150, loss: 3.0150 2020-07-02 02:45:02,684 - mmaction - INFO - Epoch [72][380/940] lr: 3.288e-01, eta: 21:39:51, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.2026, loss: 3.2026 2020-07-02 02:45:11,608 - mmaction - INFO - Epoch [72][400/940] lr: 3.288e-01, eta: 21:39:42, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2006, loss: 3.2006 2020-07-02 02:45:20,492 - mmaction - INFO - Epoch [72][420/940] lr: 3.288e-01, eta: 21:39:33, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.8774, loss: 2.8774 2020-07-02 02:45:29,340 - mmaction - INFO - Epoch [72][440/940] lr: 3.288e-01, eta: 21:39:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0852, loss: 3.0852 2020-07-02 02:45:38,212 - mmaction - INFO - Epoch [72][460/940] lr: 3.288e-01, eta: 21:39:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5399, loss: 3.5399 2020-07-02 02:45:47,171 - mmaction - INFO - Epoch [72][480/940] lr: 3.288e-01, eta: 21:39:05, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0054, loss: 3.0054 2020-07-02 02:45:56,006 - mmaction - INFO - Epoch [72][500/940] lr: 3.288e-01, eta: 21:38:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2072, loss: 3.2072 2020-07-02 02:46:04,881 - mmaction - INFO - Epoch [72][520/940] lr: 3.288e-01, eta: 21:38:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.2964, loss: 3.2964 2020-07-02 02:46:13,674 - mmaction - INFO - Epoch [72][540/940] lr: 3.288e-01, eta: 21:38:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1324, loss: 3.1324 2020-07-02 02:46:22,559 - mmaction - INFO - Epoch [72][560/940] lr: 3.288e-01, eta: 21:38:28, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0209, loss: 3.0209 2020-07-02 02:46:31,413 - mmaction - INFO - Epoch [72][580/940] lr: 3.288e-01, eta: 21:38:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2230, loss: 3.2230 2020-07-02 02:46:40,263 - mmaction - INFO - Epoch [72][600/940] lr: 3.288e-01, eta: 21:38:09, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.2016, loss: 3.2016 2020-07-02 02:46:49,185 - mmaction - INFO - Epoch [72][620/940] lr: 3.288e-01, eta: 21:38:00, time: 0.445, data_time: 0.005, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9865, loss: 2.9865 2020-07-02 02:46:57,982 - mmaction - INFO - Epoch [72][640/940] lr: 3.288e-01, eta: 21:37:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1382, loss: 3.1382 2020-07-02 02:47:06,834 - mmaction - INFO - Epoch [72][660/940] lr: 3.288e-01, eta: 21:37:41, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0821, loss: 3.0821 2020-07-02 02:47:15,715 - mmaction - INFO - Epoch [72][680/940] lr: 3.288e-01, eta: 21:37:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1642, loss: 3.1642 2020-07-02 02:47:24,601 - mmaction - INFO - Epoch [72][700/940] lr: 3.288e-01, eta: 21:37:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3433, loss: 3.3433 2020-07-02 02:47:33,444 - mmaction - INFO - Epoch [72][720/940] lr: 3.288e-01, eta: 21:37:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.2419, loss: 3.2419 2020-07-02 02:47:42,318 - mmaction - INFO - Epoch [72][740/940] lr: 3.288e-01, eta: 21:37:04, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.1096, loss: 3.1096 2020-07-02 02:47:51,149 - mmaction - INFO - Epoch [72][760/940] lr: 3.288e-01, eta: 21:36:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.3438, loss: 3.3438 2020-07-02 02:47:59,972 - mmaction - INFO - Epoch [72][780/940] lr: 3.288e-01, eta: 21:36:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1320, loss: 3.1320 2020-07-02 02:48:08,879 - mmaction - INFO - Epoch [72][800/940] lr: 3.288e-01, eta: 21:36:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 3.0209, loss: 3.0209 2020-07-02 02:48:17,741 - mmaction - INFO - Epoch [72][820/940] lr: 3.288e-01, eta: 21:36:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.1734, loss: 3.1734 2020-07-02 02:48:26,597 - mmaction - INFO - Epoch [72][840/940] lr: 3.288e-01, eta: 21:36:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2143, loss: 3.2143 2020-07-02 02:48:35,411 - mmaction - INFO - Epoch [72][860/940] lr: 3.288e-01, eta: 21:36:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.1919, loss: 3.1919 2020-07-02 02:48:44,190 - mmaction - INFO - Epoch [72][880/940] lr: 3.288e-01, eta: 21:35:58, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1261, loss: 3.1261 2020-07-02 02:48:53,080 - mmaction - INFO - Epoch [72][900/940] lr: 3.288e-01, eta: 21:35:49, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2386, loss: 3.2386 2020-07-02 02:49:01,968 - mmaction - INFO - Epoch [72][920/940] lr: 3.288e-01, eta: 21:35:40, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1872, loss: 3.1872 2020-07-02 02:49:10,388 - mmaction - INFO - Epoch [72][940/940] lr: 3.288e-01, eta: 21:35:29, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3279, top5_acc: 0.5942, loss_cls: 2.9584, loss: 2.9584 2020-07-02 02:49:10,722 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-02 02:49:24,946 - mmaction - INFO - Epoch [73][20/940] lr: 3.269e-01, eta: 21:35:30, time: 0.640, data_time: 0.187, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1650, loss: 3.1650 2020-07-02 02:49:33,871 - mmaction - INFO - Epoch [73][40/940] lr: 3.269e-01, eta: 21:35:21, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.2273, loss: 3.2273 2020-07-02 02:49:42,755 - mmaction - INFO - Epoch [73][60/940] lr: 3.269e-01, eta: 21:35:12, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3340, loss: 3.3340 2020-07-02 02:49:51,651 - mmaction - INFO - Epoch [73][80/940] lr: 3.269e-01, eta: 21:35:02, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5594, loss_cls: 3.2835, loss: 3.2835 2020-07-02 02:50:00,471 - mmaction - INFO - Epoch [73][100/940] lr: 3.269e-01, eta: 21:34:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.1138, loss: 3.1138 2020-07-02 02:50:09,312 - mmaction - INFO - Epoch [73][120/940] lr: 3.269e-01, eta: 21:34:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2968, loss: 3.2968 2020-07-02 02:50:18,303 - mmaction - INFO - Epoch [73][140/940] lr: 3.269e-01, eta: 21:34:35, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0396, loss: 3.0396 2020-07-02 02:50:27,243 - mmaction - INFO - Epoch [73][160/940] lr: 3.269e-01, eta: 21:34:26, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0557, loss: 3.0557 2020-07-02 02:50:36,081 - mmaction - INFO - Epoch [73][180/940] lr: 3.269e-01, eta: 21:34:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2314, loss: 3.2314 2020-07-02 02:50:44,924 - mmaction - INFO - Epoch [73][200/940] lr: 3.269e-01, eta: 21:34:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.3469, loss: 3.3469 2020-07-02 02:50:53,812 - mmaction - INFO - Epoch [73][220/940] lr: 3.269e-01, eta: 21:33:58, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.4969, loss_cls: 3.2698, loss: 3.2698 2020-07-02 02:51:02,726 - mmaction - INFO - Epoch [73][240/940] lr: 3.269e-01, eta: 21:33:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1216, loss: 3.1216 2020-07-02 02:51:11,617 - mmaction - INFO - Epoch [73][260/940] lr: 3.269e-01, eta: 21:33:39, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0199, loss: 3.0199 2020-07-02 02:51:20,496 - mmaction - INFO - Epoch [73][280/940] lr: 3.269e-01, eta: 21:33:30, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.1274, loss: 3.1274 2020-07-02 02:51:29,394 - mmaction - INFO - Epoch [73][300/940] lr: 3.269e-01, eta: 21:33:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0558, loss: 3.0558 2020-07-02 02:51:38,330 - mmaction - INFO - Epoch [73][320/940] lr: 3.269e-01, eta: 21:33:12, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 3.0374, loss: 3.0374 2020-07-02 02:51:47,252 - mmaction - INFO - Epoch [73][340/940] lr: 3.269e-01, eta: 21:33:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6125, loss_cls: 3.1207, loss: 3.1207 2020-07-02 02:51:56,054 - mmaction - INFO - Epoch [73][360/940] lr: 3.269e-01, eta: 21:32:53, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5781, loss_cls: 3.0019, loss: 3.0019 2020-07-02 02:52:04,902 - mmaction - INFO - Epoch [73][380/940] lr: 3.269e-01, eta: 21:32:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1091, loss: 3.1091 2020-07-02 02:52:13,807 - mmaction - INFO - Epoch [73][400/940] lr: 3.269e-01, eta: 21:32:34, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2347, loss: 3.2347 2020-07-02 02:52:22,628 - mmaction - INFO - Epoch [73][420/940] lr: 3.269e-01, eta: 21:32:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1172, loss: 3.1172 2020-07-02 02:52:31,556 - mmaction - INFO - Epoch [73][440/940] lr: 3.269e-01, eta: 21:32:16, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.0720, loss: 3.0720 2020-07-02 02:52:40,353 - mmaction - INFO - Epoch [73][460/940] lr: 3.269e-01, eta: 21:32:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5219, loss_cls: 3.1518, loss: 3.1518 2020-07-02 02:52:49,297 - mmaction - INFO - Epoch [73][480/940] lr: 3.269e-01, eta: 21:31:57, time: 0.447, data_time: 0.006, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0383, loss: 3.0383 2020-07-02 02:52:58,171 - mmaction - INFO - Epoch [73][500/940] lr: 3.269e-01, eta: 21:31:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9904, loss: 2.9904 2020-07-02 02:53:07,239 - mmaction - INFO - Epoch [73][520/940] lr: 3.269e-01, eta: 21:31:39, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2338, loss: 3.2338 2020-07-02 02:53:16,042 - mmaction - INFO - Epoch [73][540/940] lr: 3.269e-01, eta: 21:31:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 2.9769, loss: 2.9769 2020-07-02 02:53:25,188 - mmaction - INFO - Epoch [73][560/940] lr: 3.269e-01, eta: 21:31:21, time: 0.457, data_time: 0.017, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.2725, loss: 3.2725 2020-07-02 02:53:34,050 - mmaction - INFO - Epoch [73][580/940] lr: 3.269e-01, eta: 21:31:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1419, loss: 3.1419 2020-07-02 02:53:42,915 - mmaction - INFO - Epoch [73][600/940] lr: 3.269e-01, eta: 21:31:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0509, loss: 3.0509 2020-07-02 02:53:51,767 - mmaction - INFO - Epoch [73][620/940] lr: 3.269e-01, eta: 21:30:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.1283, loss: 3.1283 2020-07-02 02:54:00,586 - mmaction - INFO - Epoch [73][640/940] lr: 3.269e-01, eta: 21:30:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.3446, loss: 3.3446 2020-07-02 02:54:09,539 - mmaction - INFO - Epoch [73][660/940] lr: 3.269e-01, eta: 21:30:35, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6188, loss_cls: 3.0610, loss: 3.0610 2020-07-02 02:54:18,337 - mmaction - INFO - Epoch [73][680/940] lr: 3.269e-01, eta: 21:30:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1329, loss: 3.1329 2020-07-02 02:54:27,213 - mmaction - INFO - Epoch [73][700/940] lr: 3.269e-01, eta: 21:30:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.6062, loss_cls: 3.0310, loss: 3.0310 2020-07-02 02:54:36,026 - mmaction - INFO - Epoch [73][720/940] lr: 3.269e-01, eta: 21:30:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.4284, loss: 3.4284 2020-07-02 02:54:44,822 - mmaction - INFO - Epoch [73][740/940] lr: 3.269e-01, eta: 21:29:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.1790, loss: 3.1790 2020-07-02 02:54:53,594 - mmaction - INFO - Epoch [73][760/940] lr: 3.269e-01, eta: 21:29:47, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1295, loss: 3.1295 2020-07-02 02:55:02,443 - mmaction - INFO - Epoch [73][780/940] lr: 3.269e-01, eta: 21:29:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5312, loss_cls: 3.3809, loss: 3.3809 2020-07-02 02:55:11,251 - mmaction - INFO - Epoch [73][800/940] lr: 3.269e-01, eta: 21:29:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.1913, loss: 3.1913 2020-07-02 02:55:20,096 - mmaction - INFO - Epoch [73][820/940] lr: 3.269e-01, eta: 21:29:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.3255, loss: 3.3255 2020-07-02 02:55:28,948 - mmaction - INFO - Epoch [73][840/940] lr: 3.269e-01, eta: 21:29:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.2849, loss: 3.2849 2020-07-02 02:55:37,751 - mmaction - INFO - Epoch [73][860/940] lr: 3.269e-01, eta: 21:29:01, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1140, loss: 3.1140 2020-07-02 02:55:46,604 - mmaction - INFO - Epoch [73][880/940] lr: 3.269e-01, eta: 21:28:51, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.3489, loss: 3.3489 2020-07-02 02:55:55,434 - mmaction - INFO - Epoch [73][900/940] lr: 3.269e-01, eta: 21:28:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2103, loss: 3.2103 2020-07-02 02:56:04,744 - mmaction - INFO - Epoch [73][920/940] lr: 3.269e-01, eta: 21:28:34, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2058, loss: 3.2058 2020-07-02 02:56:13,155 - mmaction - INFO - Epoch [73][940/940] lr: 3.269e-01, eta: 21:28:23, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.2922, top5_acc: 0.5649, loss_cls: 3.1790, loss: 3.1790 2020-07-02 02:56:28,023 - mmaction - INFO - Epoch [74][20/940] lr: 3.250e-01, eta: 21:28:28, time: 0.728, data_time: 0.268, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2189, loss: 3.2189 2020-07-02 02:56:37,109 - mmaction - INFO - Epoch [74][40/940] lr: 3.250e-01, eta: 21:28:19, time: 0.453, data_time: 0.014, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2474, loss: 3.2474 2020-07-02 02:56:46,046 - mmaction - INFO - Epoch [74][60/940] lr: 3.250e-01, eta: 21:28:10, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.4574, loss: 3.4574 2020-07-02 02:56:54,923 - mmaction - INFO - Epoch [74][80/940] lr: 3.250e-01, eta: 21:28:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5750, loss_cls: 3.2132, loss: 3.2132 2020-07-02 02:57:03,746 - mmaction - INFO - Epoch [74][100/940] lr: 3.250e-01, eta: 21:27:52, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3707, loss: 3.3707 2020-07-02 02:57:12,599 - mmaction - INFO - Epoch [74][120/940] lr: 3.250e-01, eta: 21:27:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0444, loss: 3.0444 2020-07-02 02:57:21,439 - mmaction - INFO - Epoch [74][140/940] lr: 3.250e-01, eta: 21:27:33, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.2563, loss: 3.2563 2020-07-02 02:57:30,412 - mmaction - INFO - Epoch [74][160/940] lr: 3.250e-01, eta: 21:27:24, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2828, loss: 3.2828 2020-07-02 02:57:39,291 - mmaction - INFO - Epoch [74][180/940] lr: 3.250e-01, eta: 21:27:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2375, loss: 3.2375 2020-07-02 02:57:48,167 - mmaction - INFO - Epoch [74][200/940] lr: 3.250e-01, eta: 21:27:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3890, loss: 3.3890 2020-07-02 02:57:57,007 - mmaction - INFO - Epoch [74][220/940] lr: 3.250e-01, eta: 21:26:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0681, loss: 3.0681 2020-07-02 02:58:05,843 - mmaction - INFO - Epoch [74][240/940] lr: 3.250e-01, eta: 21:26:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3287, loss: 3.3287 2020-07-02 02:58:14,730 - mmaction - INFO - Epoch [74][260/940] lr: 3.250e-01, eta: 21:26:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1025, loss: 3.1025 2020-07-02 02:58:23,571 - mmaction - INFO - Epoch [74][280/940] lr: 3.250e-01, eta: 21:26:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4758, loss: 3.4758 2020-07-02 02:58:32,380 - mmaction - INFO - Epoch [74][300/940] lr: 3.250e-01, eta: 21:26:19, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0350, loss: 3.0350 2020-07-02 02:58:41,268 - mmaction - INFO - Epoch [74][320/940] lr: 3.250e-01, eta: 21:26:09, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9666, loss: 2.9666 2020-07-02 02:58:50,172 - mmaction - INFO - Epoch [74][340/940] lr: 3.250e-01, eta: 21:26:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2169, loss: 3.2169 2020-07-02 02:58:59,039 - mmaction - INFO - Epoch [74][360/940] lr: 3.250e-01, eta: 21:25:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5687, loss_cls: 3.3035, loss: 3.3035 2020-07-02 02:59:07,951 - mmaction - INFO - Epoch [74][380/940] lr: 3.250e-01, eta: 21:25:42, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1532, loss: 3.1532 2020-07-02 02:59:16,776 - mmaction - INFO - Epoch [74][400/940] lr: 3.250e-01, eta: 21:25:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4703, loss: 3.4703 2020-07-02 02:59:25,669 - mmaction - INFO - Epoch [74][420/940] lr: 3.250e-01, eta: 21:25:23, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2316, loss: 3.2316 2020-07-02 02:59:34,551 - mmaction - INFO - Epoch [74][440/940] lr: 3.250e-01, eta: 21:25:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2181, loss: 3.2181 2020-07-02 02:59:43,466 - mmaction - INFO - Epoch [74][460/940] lr: 3.250e-01, eta: 21:25:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.2872, loss: 3.2872 2020-07-02 02:59:52,315 - mmaction - INFO - Epoch [74][480/940] lr: 3.250e-01, eta: 21:24:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1487, loss: 3.1487 2020-07-02 03:00:01,181 - mmaction - INFO - Epoch [74][500/940] lr: 3.250e-01, eta: 21:24:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.1503, loss: 3.1503 2020-07-02 03:00:18,083 - mmaction - INFO - Epoch [74][520/940] lr: 3.250e-01, eta: 21:24:56, time: 0.840, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1824, loss: 3.1824 2020-07-02 03:00:27,017 - mmaction - INFO - Epoch [74][540/940] lr: 3.250e-01, eta: 21:24:48, time: 0.453, data_time: 0.011, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.4229, loss: 3.4229 2020-07-02 03:00:35,938 - mmaction - INFO - Epoch [74][560/940] lr: 3.250e-01, eta: 21:24:38, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.3383, loss: 3.3383 2020-07-02 03:00:44,966 - mmaction - INFO - Epoch [74][580/940] lr: 3.250e-01, eta: 21:24:29, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.1397, loss: 3.1397 2020-07-02 03:00:53,831 - mmaction - INFO - Epoch [74][600/940] lr: 3.250e-01, eta: 21:24:20, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1094, loss: 3.1094 2020-07-02 03:01:02,696 - mmaction - INFO - Epoch [74][620/940] lr: 3.250e-01, eta: 21:24:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.4719, loss_cls: 3.4867, loss: 3.4867 2020-07-02 03:01:11,600 - mmaction - INFO - Epoch [74][640/940] lr: 3.250e-01, eta: 21:24:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8961, loss: 2.8961 2020-07-02 03:01:20,451 - mmaction - INFO - Epoch [74][660/940] lr: 3.250e-01, eta: 21:23:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.0886, loss: 3.0886 2020-07-02 03:01:29,431 - mmaction - INFO - Epoch [74][680/940] lr: 3.250e-01, eta: 21:23:43, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.3429, loss: 3.3429 2020-07-02 03:01:38,288 - mmaction - INFO - Epoch [74][700/940] lr: 3.250e-01, eta: 21:23:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1426, loss: 3.1426 2020-07-02 03:01:47,141 - mmaction - INFO - Epoch [74][720/940] lr: 3.250e-01, eta: 21:23:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1143, loss: 3.1143 2020-07-02 03:01:56,042 - mmaction - INFO - Epoch [74][740/940] lr: 3.250e-01, eta: 21:23:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0544, loss: 3.0544 2020-07-02 03:02:04,912 - mmaction - INFO - Epoch [74][760/940] lr: 3.250e-01, eta: 21:23:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0781, loss: 3.0781 2020-07-02 03:02:13,724 - mmaction - INFO - Epoch [74][780/940] lr: 3.250e-01, eta: 21:22:57, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.1126, loss: 3.1126 2020-07-02 03:02:22,597 - mmaction - INFO - Epoch [74][800/940] lr: 3.250e-01, eta: 21:22:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.4225, loss: 3.4225 2020-07-02 03:02:31,409 - mmaction - INFO - Epoch [74][820/940] lr: 3.250e-01, eta: 21:22:38, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.1493, loss: 3.1493 2020-07-02 03:02:40,248 - mmaction - INFO - Epoch [74][840/940] lr: 3.250e-01, eta: 21:22:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1793, loss: 3.1793 2020-07-02 03:02:49,064 - mmaction - INFO - Epoch [74][860/940] lr: 3.250e-01, eta: 21:22:19, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.1962, loss: 3.1962 2020-07-02 03:02:57,945 - mmaction - INFO - Epoch [74][880/940] lr: 3.250e-01, eta: 21:22:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2607, loss: 3.2607 2020-07-02 03:03:06,768 - mmaction - INFO - Epoch [74][900/940] lr: 3.250e-01, eta: 21:22:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3197, loss: 3.3197 2020-07-02 03:03:15,628 - mmaction - INFO - Epoch [74][920/940] lr: 3.250e-01, eta: 21:21:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3070, loss: 3.3070 2020-07-02 03:03:24,104 - mmaction - INFO - Epoch [74][940/940] lr: 3.250e-01, eta: 21:21:41, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.2955, top5_acc: 0.5552, loss_cls: 3.1908, loss: 3.1908 2020-07-02 03:03:41,930 - mmaction - INFO - Epoch [75][20/940] lr: 3.230e-01, eta: 21:21:53, time: 0.870, data_time: 0.427, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3928, loss: 3.3928 2020-07-02 03:03:50,840 - mmaction - INFO - Epoch [75][40/940] lr: 3.230e-01, eta: 21:21:44, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.2681, loss: 3.2681 2020-07-02 03:03:59,723 - mmaction - INFO - Epoch [75][60/940] lr: 3.230e-01, eta: 21:21:34, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 3.0305, loss: 3.0305 2020-07-02 03:04:08,604 - mmaction - INFO - Epoch [75][80/940] lr: 3.230e-01, eta: 21:21:25, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4377, loss: 3.4377 2020-07-02 03:04:17,448 - mmaction - INFO - Epoch [75][100/940] lr: 3.230e-01, eta: 21:21:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.3339, loss: 3.3339 2020-07-02 03:04:26,327 - mmaction - INFO - Epoch [75][120/940] lr: 3.230e-01, eta: 21:21:06, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.1278, loss: 3.1278 2020-07-02 03:04:35,181 - mmaction - INFO - Epoch [75][140/940] lr: 3.230e-01, eta: 21:20:57, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3797, loss: 3.3797 2020-07-02 03:04:44,100 - mmaction - INFO - Epoch [75][160/940] lr: 3.230e-01, eta: 21:20:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 2.9515, loss: 2.9515 2020-07-02 03:04:53,123 - mmaction - INFO - Epoch [75][180/940] lr: 3.230e-01, eta: 21:20:39, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.3052, loss: 3.3052 2020-07-02 03:05:02,030 - mmaction - INFO - Epoch [75][200/940] lr: 3.230e-01, eta: 21:20:30, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5281, loss_cls: 3.2074, loss: 3.2074 2020-07-02 03:05:10,891 - mmaction - INFO - Epoch [75][220/940] lr: 3.230e-01, eta: 21:20:20, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1324, loss: 3.1324 2020-07-02 03:05:19,804 - mmaction - INFO - Epoch [75][240/940] lr: 3.230e-01, eta: 21:20:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5594, loss_cls: 3.1749, loss: 3.1749 2020-07-02 03:05:28,701 - mmaction - INFO - Epoch [75][260/940] lr: 3.230e-01, eta: 21:20:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5969, loss_cls: 3.1390, loss: 3.1390 2020-07-02 03:05:37,520 - mmaction - INFO - Epoch [75][280/940] lr: 3.230e-01, eta: 21:19:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1825, loss: 3.1825 2020-07-02 03:05:46,372 - mmaction - INFO - Epoch [75][300/940] lr: 3.230e-01, eta: 21:19:43, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2016, loss: 3.2016 2020-07-02 03:05:55,223 - mmaction - INFO - Epoch [75][320/940] lr: 3.230e-01, eta: 21:19:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3186, loss: 3.3186 2020-07-02 03:06:04,060 - mmaction - INFO - Epoch [75][340/940] lr: 3.230e-01, eta: 21:19:25, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.3305, loss: 3.3305 2020-07-02 03:06:12,947 - mmaction - INFO - Epoch [75][360/940] lr: 3.230e-01, eta: 21:19:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0910, loss: 3.0910 2020-07-02 03:06:21,788 - mmaction - INFO - Epoch [75][380/940] lr: 3.230e-01, eta: 21:19:06, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1350, loss: 3.1350 2020-07-02 03:06:30,659 - mmaction - INFO - Epoch [75][400/940] lr: 3.230e-01, eta: 21:18:57, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.1065, loss: 3.1065 2020-07-02 03:06:39,886 - mmaction - INFO - Epoch [75][420/940] lr: 3.230e-01, eta: 21:18:48, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2356, loss: 3.2356 2020-07-02 03:06:48,773 - mmaction - INFO - Epoch [75][440/940] lr: 3.230e-01, eta: 21:18:39, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9899, loss: 2.9899 2020-07-02 03:06:57,677 - mmaction - INFO - Epoch [75][460/940] lr: 3.230e-01, eta: 21:18:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0798, loss: 3.0798 2020-07-02 03:07:06,592 - mmaction - INFO - Epoch [75][480/940] lr: 3.230e-01, eta: 21:18:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2179, loss: 3.2179 2020-07-02 03:07:15,496 - mmaction - INFO - Epoch [75][500/940] lr: 3.230e-01, eta: 21:18:11, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.2903, loss: 3.2903 2020-07-02 03:07:24,309 - mmaction - INFO - Epoch [75][520/940] lr: 3.230e-01, eta: 21:18:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5969, loss_cls: 3.1913, loss: 3.1913 2020-07-02 03:07:33,227 - mmaction - INFO - Epoch [75][540/940] lr: 3.230e-01, eta: 21:17:53, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2646, loss: 3.2646 2020-07-02 03:07:42,122 - mmaction - INFO - Epoch [75][560/940] lr: 3.230e-01, eta: 21:17:44, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5750, loss_cls: 3.2369, loss: 3.2369 2020-07-02 03:07:50,989 - mmaction - INFO - Epoch [75][580/940] lr: 3.230e-01, eta: 21:17:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5219, loss_cls: 3.2902, loss: 3.2902 2020-07-02 03:07:59,819 - mmaction - INFO - Epoch [75][600/940] lr: 3.230e-01, eta: 21:17:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0666, loss: 3.0666 2020-07-02 03:08:08,723 - mmaction - INFO - Epoch [75][620/940] lr: 3.230e-01, eta: 21:17:16, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2721, loss: 3.2721 2020-07-02 03:08:17,570 - mmaction - INFO - Epoch [75][640/940] lr: 3.230e-01, eta: 21:17:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2469, top5_acc: 0.5437, loss_cls: 3.3542, loss: 3.3542 2020-07-02 03:08:26,485 - mmaction - INFO - Epoch [75][660/940] lr: 3.230e-01, eta: 21:16:57, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2987, loss: 3.2987 2020-07-02 03:08:35,301 - mmaction - INFO - Epoch [75][680/940] lr: 3.230e-01, eta: 21:16:48, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0541, loss: 3.0541 2020-07-02 03:08:44,273 - mmaction - INFO - Epoch [75][700/940] lr: 3.230e-01, eta: 21:16:39, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1258, loss: 3.1258 2020-07-02 03:08:53,106 - mmaction - INFO - Epoch [75][720/940] lr: 3.230e-01, eta: 21:16:29, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.4591, loss: 3.4591 2020-07-02 03:09:01,922 - mmaction - INFO - Epoch [75][740/940] lr: 3.230e-01, eta: 21:16:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5437, loss_cls: 3.1308, loss: 3.1308 2020-07-02 03:09:10,805 - mmaction - INFO - Epoch [75][760/940] lr: 3.230e-01, eta: 21:16:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0828, loss: 3.0828 2020-07-02 03:09:19,603 - mmaction - INFO - Epoch [75][780/940] lr: 3.230e-01, eta: 21:16:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.3718, loss: 3.3718 2020-07-02 03:09:28,466 - mmaction - INFO - Epoch [75][800/940] lr: 3.230e-01, eta: 21:15:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5719, loss_cls: 3.2256, loss: 3.2256 2020-07-02 03:09:37,302 - mmaction - INFO - Epoch [75][820/940] lr: 3.230e-01, eta: 21:15:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5687, loss_cls: 3.1712, loss: 3.1712 2020-07-02 03:09:46,218 - mmaction - INFO - Epoch [75][840/940] lr: 3.230e-01, eta: 21:15:33, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.1200, loss: 3.1200 2020-07-02 03:09:55,036 - mmaction - INFO - Epoch [75][860/940] lr: 3.230e-01, eta: 21:15:24, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.1053, loss: 3.1053 2020-07-02 03:10:03,893 - mmaction - INFO - Epoch [75][880/940] lr: 3.230e-01, eta: 21:15:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.2798, loss: 3.2798 2020-07-02 03:10:12,712 - mmaction - INFO - Epoch [75][900/940] lr: 3.230e-01, eta: 21:15:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0091, loss: 3.0091 2020-07-02 03:10:21,624 - mmaction - INFO - Epoch [75][920/940] lr: 3.230e-01, eta: 21:14:56, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2067, loss: 3.2067 2020-07-02 03:10:30,146 - mmaction - INFO - Epoch [75][940/940] lr: 3.230e-01, eta: 21:14:46, time: 0.426, data_time: 0.001, memory: 6328, top1_acc: 0.3084, top5_acc: 0.6136, loss_cls: 3.0970, loss: 3.0970 2020-07-02 03:10:48,021 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 03:10:48,894 - mmaction - INFO - top1_acc 0.3106 top5_acc 0.5713 2020-07-02 03:10:48,894 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 03:10:48,971 - mmaction - INFO - mean_acc 0.3104 2020-07-02 03:10:48,980 - mmaction - INFO - Epoch [75][940/940] lr: 3.230e-01, top1_acc: 0.3106, top5_acc: 0.5713, mean_class_accuracy: 0.3104 2020-07-02 03:11:01,889 - mmaction - INFO - Epoch [76][20/940] lr: 3.211e-01, eta: 21:14:46, time: 0.644, data_time: 0.198, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4098, loss: 3.4098 2020-07-02 03:11:10,740 - mmaction - INFO - Epoch [76][40/940] lr: 3.211e-01, eta: 21:14:37, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1721, loss: 3.1721 2020-07-02 03:11:19,579 - mmaction - INFO - Epoch [76][60/940] lr: 3.211e-01, eta: 21:14:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1737, loss: 3.1737 2020-07-02 03:11:28,418 - mmaction - INFO - Epoch [76][80/940] lr: 3.211e-01, eta: 21:14:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.1003, loss: 3.1003 2020-07-02 03:11:37,204 - mmaction - INFO - Epoch [76][100/940] lr: 3.211e-01, eta: 21:14:09, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1498, loss: 3.1498 2020-07-02 03:11:46,106 - mmaction - INFO - Epoch [76][120/940] lr: 3.211e-01, eta: 21:14:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.5272, loss: 3.5272 2020-07-02 03:11:55,053 - mmaction - INFO - Epoch [76][140/940] lr: 3.211e-01, eta: 21:13:50, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.0597, loss: 3.0597 2020-07-02 03:12:03,901 - mmaction - INFO - Epoch [76][160/940] lr: 3.211e-01, eta: 21:13:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1947, loss: 3.1947 2020-07-02 03:12:12,741 - mmaction - INFO - Epoch [76][180/940] lr: 3.211e-01, eta: 21:13:32, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2063, loss: 3.2063 2020-07-02 03:12:21,563 - mmaction - INFO - Epoch [76][200/940] lr: 3.211e-01, eta: 21:13:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1445, loss: 3.1445 2020-07-02 03:12:30,412 - mmaction - INFO - Epoch [76][220/940] lr: 3.211e-01, eta: 21:13:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1783, loss: 3.1783 2020-07-02 03:12:39,241 - mmaction - INFO - Epoch [76][240/940] lr: 3.211e-01, eta: 21:13:04, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0230, loss: 3.0230 2020-07-02 03:12:48,203 - mmaction - INFO - Epoch [76][260/940] lr: 3.211e-01, eta: 21:12:55, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.2543, loss: 3.2543 2020-07-02 03:12:57,056 - mmaction - INFO - Epoch [76][280/940] lr: 3.211e-01, eta: 21:12:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2422, loss: 3.2422 2020-07-02 03:13:05,993 - mmaction - INFO - Epoch [76][300/940] lr: 3.211e-01, eta: 21:12:36, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.6031, loss_cls: 3.1500, loss: 3.1500 2020-07-02 03:13:14,897 - mmaction - INFO - Epoch [76][320/940] lr: 3.211e-01, eta: 21:12:27, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5719, loss_cls: 3.1204, loss: 3.1204 2020-07-02 03:13:23,757 - mmaction - INFO - Epoch [76][340/940] lr: 3.211e-01, eta: 21:12:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.1345, loss: 3.1345 2020-07-02 03:13:32,613 - mmaction - INFO - Epoch [76][360/940] lr: 3.211e-01, eta: 21:12:08, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1258, loss: 3.1258 2020-07-02 03:13:41,513 - mmaction - INFO - Epoch [76][380/940] lr: 3.211e-01, eta: 21:11:59, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.1376, loss: 3.1376 2020-07-02 03:13:50,384 - mmaction - INFO - Epoch [76][400/940] lr: 3.211e-01, eta: 21:11:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.3475, loss: 3.3475 2020-07-02 03:13:59,265 - mmaction - INFO - Epoch [76][420/940] lr: 3.211e-01, eta: 21:11:41, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.3319, loss: 3.3319 2020-07-02 03:14:08,133 - mmaction - INFO - Epoch [76][440/940] lr: 3.211e-01, eta: 21:11:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0658, loss: 3.0658 2020-07-02 03:14:17,424 - mmaction - INFO - Epoch [76][460/940] lr: 3.211e-01, eta: 21:11:23, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3671, loss: 3.3671 2020-07-02 03:14:26,264 - mmaction - INFO - Epoch [76][480/940] lr: 3.211e-01, eta: 21:11:14, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.4969, loss_cls: 3.3667, loss: 3.3667 2020-07-02 03:14:35,098 - mmaction - INFO - Epoch [76][500/940] lr: 3.211e-01, eta: 21:11:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9476, loss: 2.9476 2020-07-02 03:14:43,950 - mmaction - INFO - Epoch [76][520/940] lr: 3.211e-01, eta: 21:10:55, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1718, loss: 3.1718 2020-07-02 03:14:52,808 - mmaction - INFO - Epoch [76][540/940] lr: 3.211e-01, eta: 21:10:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.2859, loss: 3.2859 2020-07-02 03:15:01,721 - mmaction - INFO - Epoch [76][560/940] lr: 3.211e-01, eta: 21:10:36, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.2005, loss: 3.2005 2020-07-02 03:15:10,555 - mmaction - INFO - Epoch [76][580/940] lr: 3.211e-01, eta: 21:10:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.2462, loss: 3.2462 2020-07-02 03:15:19,352 - mmaction - INFO - Epoch [76][600/940] lr: 3.211e-01, eta: 21:10:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3269, loss: 3.3269 2020-07-02 03:15:28,223 - mmaction - INFO - Epoch [76][620/940] lr: 3.211e-01, eta: 21:10:08, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.3142, loss: 3.3142 2020-07-02 03:15:37,035 - mmaction - INFO - Epoch [76][640/940] lr: 3.211e-01, eta: 21:09:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9325, loss: 2.9325 2020-07-02 03:15:45,898 - mmaction - INFO - Epoch [76][660/940] lr: 3.211e-01, eta: 21:09:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5594, loss_cls: 3.0528, loss: 3.0528 2020-07-02 03:15:54,754 - mmaction - INFO - Epoch [76][680/940] lr: 3.211e-01, eta: 21:09:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3192, loss: 3.3192 2020-07-02 03:16:03,651 - mmaction - INFO - Epoch [76][700/940] lr: 3.211e-01, eta: 21:09:31, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 3.0273, loss: 3.0273 2020-07-02 03:16:12,504 - mmaction - INFO - Epoch [76][720/940] lr: 3.211e-01, eta: 21:09:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.4906, loss_cls: 3.4800, loss: 3.4800 2020-07-02 03:16:21,338 - mmaction - INFO - Epoch [76][740/940] lr: 3.211e-01, eta: 21:09:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3651, loss: 3.3651 2020-07-02 03:16:30,148 - mmaction - INFO - Epoch [76][760/940] lr: 3.211e-01, eta: 21:09:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5813, loss_cls: 3.2290, loss: 3.2290 2020-07-02 03:16:38,984 - mmaction - INFO - Epoch [76][780/940] lr: 3.211e-01, eta: 21:08:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.1346, loss: 3.1346 2020-07-02 03:16:47,827 - mmaction - INFO - Epoch [76][800/940] lr: 3.211e-01, eta: 21:08:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.3189, loss: 3.3189 2020-07-02 03:16:56,667 - mmaction - INFO - Epoch [76][820/940] lr: 3.211e-01, eta: 21:08:35, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6219, loss_cls: 3.0342, loss: 3.0342 2020-07-02 03:17:05,515 - mmaction - INFO - Epoch [76][840/940] lr: 3.211e-01, eta: 21:08:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5531, loss_cls: 3.1665, loss: 3.1665 2020-07-02 03:17:14,359 - mmaction - INFO - Epoch [76][860/940] lr: 3.211e-01, eta: 21:08:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.2559, loss: 3.2559 2020-07-02 03:17:23,183 - mmaction - INFO - Epoch [76][880/940] lr: 3.211e-01, eta: 21:08:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.0543, loss: 3.0543 2020-07-02 03:17:32,023 - mmaction - INFO - Epoch [76][900/940] lr: 3.211e-01, eta: 21:07:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.2574, loss: 3.2574 2020-07-02 03:17:40,846 - mmaction - INFO - Epoch [76][920/940] lr: 3.211e-01, eta: 21:07:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.2222, loss: 3.2222 2020-07-02 03:17:49,303 - mmaction - INFO - Epoch [76][940/940] lr: 3.211e-01, eta: 21:07:38, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3019, top5_acc: 0.5877, loss_cls: 3.1652, loss: 3.1652 2020-07-02 03:17:49,684 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-02 03:18:04,051 - mmaction - INFO - Epoch [77][20/940] lr: 3.191e-01, eta: 21:07:40, time: 0.674, data_time: 0.220, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5719, loss_cls: 3.1561, loss: 3.1561 2020-07-02 03:18:13,120 - mmaction - INFO - Epoch [77][40/940] lr: 3.191e-01, eta: 21:07:31, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2470, loss: 3.2470 2020-07-02 03:18:22,382 - mmaction - INFO - Epoch [77][60/940] lr: 3.191e-01, eta: 21:07:22, time: 0.463, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3143, loss: 3.3143 2020-07-02 03:18:31,241 - mmaction - INFO - Epoch [77][80/940] lr: 3.191e-01, eta: 21:07:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1276, loss: 3.1276 2020-07-02 03:18:40,134 - mmaction - INFO - Epoch [77][100/940] lr: 3.191e-01, eta: 21:07:04, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2496, loss: 3.2496 2020-07-02 03:18:49,145 - mmaction - INFO - Epoch [77][120/940] lr: 3.191e-01, eta: 21:06:55, time: 0.451, data_time: 0.011, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.2215, loss: 3.2215 2020-07-02 03:18:58,070 - mmaction - INFO - Epoch [77][140/940] lr: 3.191e-01, eta: 21:06:46, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0734, loss: 3.0734 2020-07-02 03:19:07,121 - mmaction - INFO - Epoch [77][160/940] lr: 3.191e-01, eta: 21:06:37, time: 0.452, data_time: 0.010, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.1292, loss: 3.1292 2020-07-02 03:19:15,966 - mmaction - INFO - Epoch [77][180/940] lr: 3.191e-01, eta: 21:06:28, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0666, loss: 3.0666 2020-07-02 03:19:24,863 - mmaction - INFO - Epoch [77][200/940] lr: 3.191e-01, eta: 21:06:18, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2123, loss: 3.2123 2020-07-02 03:19:33,722 - mmaction - INFO - Epoch [77][220/940] lr: 3.191e-01, eta: 21:06:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 3.1004, loss: 3.1004 2020-07-02 03:19:42,614 - mmaction - INFO - Epoch [77][240/940] lr: 3.191e-01, eta: 21:06:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0775, loss: 3.0775 2020-07-02 03:19:51,500 - mmaction - INFO - Epoch [77][260/940] lr: 3.191e-01, eta: 21:05:51, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0038, loss: 3.0038 2020-07-02 03:20:00,445 - mmaction - INFO - Epoch [77][280/940] lr: 3.191e-01, eta: 21:05:41, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.1515, loss: 3.1515 2020-07-02 03:20:09,285 - mmaction - INFO - Epoch [77][300/940] lr: 3.191e-01, eta: 21:05:32, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.1716, loss: 3.1716 2020-07-02 03:20:18,194 - mmaction - INFO - Epoch [77][320/940] lr: 3.191e-01, eta: 21:05:23, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.2869, loss: 3.2869 2020-07-02 03:20:27,129 - mmaction - INFO - Epoch [77][340/940] lr: 3.191e-01, eta: 21:05:14, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.3262, loss: 3.3262 2020-07-02 03:20:35,955 - mmaction - INFO - Epoch [77][360/940] lr: 3.191e-01, eta: 21:05:04, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1886, loss: 3.1886 2020-07-02 03:20:44,973 - mmaction - INFO - Epoch [77][380/940] lr: 3.191e-01, eta: 21:04:55, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.3130, loss: 3.3130 2020-07-02 03:20:53,846 - mmaction - INFO - Epoch [77][400/940] lr: 3.191e-01, eta: 21:04:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5344, loss_cls: 3.1880, loss: 3.1880 2020-07-02 03:21:02,695 - mmaction - INFO - Epoch [77][420/940] lr: 3.191e-01, eta: 21:04:37, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2740, loss: 3.2740 2020-07-02 03:21:11,523 - mmaction - INFO - Epoch [77][440/940] lr: 3.191e-01, eta: 21:04:28, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5531, loss_cls: 3.1493, loss: 3.1493 2020-07-02 03:21:20,404 - mmaction - INFO - Epoch [77][460/940] lr: 3.191e-01, eta: 21:04:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.2593, loss: 3.2593 2020-07-02 03:21:29,281 - mmaction - INFO - Epoch [77][480/940] lr: 3.191e-01, eta: 21:04:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.1619, loss: 3.1619 2020-07-02 03:21:38,291 - mmaction - INFO - Epoch [77][500/940] lr: 3.191e-01, eta: 21:04:00, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.2625, loss: 3.2625 2020-07-02 03:21:47,146 - mmaction - INFO - Epoch [77][520/940] lr: 3.191e-01, eta: 21:03:51, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1076, loss: 3.1076 2020-07-02 03:21:55,986 - mmaction - INFO - Epoch [77][540/940] lr: 3.191e-01, eta: 21:03:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1317, loss: 3.1317 2020-07-02 03:22:04,841 - mmaction - INFO - Epoch [77][560/940] lr: 3.191e-01, eta: 21:03:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5875, loss_cls: 3.1307, loss: 3.1307 2020-07-02 03:22:13,679 - mmaction - INFO - Epoch [77][580/940] lr: 3.191e-01, eta: 21:03:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2481, loss: 3.2481 2020-07-02 03:22:22,553 - mmaction - INFO - Epoch [77][600/940] lr: 3.191e-01, eta: 21:03:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5062, loss_cls: 3.2756, loss: 3.2756 2020-07-02 03:22:31,394 - mmaction - INFO - Epoch [77][620/940] lr: 3.191e-01, eta: 21:03:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1390, loss: 3.1390 2020-07-02 03:22:40,280 - mmaction - INFO - Epoch [77][640/940] lr: 3.191e-01, eta: 21:02:55, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0718, loss: 3.0718 2020-07-02 03:22:49,160 - mmaction - INFO - Epoch [77][660/940] lr: 3.191e-01, eta: 21:02:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2392, loss: 3.2392 2020-07-02 03:22:58,017 - mmaction - INFO - Epoch [77][680/940] lr: 3.191e-01, eta: 21:02:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 2.9936, loss: 2.9936 2020-07-02 03:23:06,846 - mmaction - INFO - Epoch [77][700/940] lr: 3.191e-01, eta: 21:02:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 3.0495, loss: 3.0495 2020-07-02 03:23:15,738 - mmaction - INFO - Epoch [77][720/940] lr: 3.191e-01, eta: 21:02:18, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5094, loss_cls: 3.3653, loss: 3.3653 2020-07-02 03:23:24,610 - mmaction - INFO - Epoch [77][740/940] lr: 3.191e-01, eta: 21:02:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3574, loss: 3.3574 2020-07-02 03:23:33,467 - mmaction - INFO - Epoch [77][760/940] lr: 3.191e-01, eta: 21:01:59, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1603, loss: 3.1603 2020-07-02 03:23:42,330 - mmaction - INFO - Epoch [77][780/940] lr: 3.191e-01, eta: 21:01:50, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1772, loss: 3.1772 2020-07-02 03:23:51,152 - mmaction - INFO - Epoch [77][800/940] lr: 3.191e-01, eta: 21:01:41, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1197, loss: 3.1197 2020-07-02 03:24:00,411 - mmaction - INFO - Epoch [77][820/940] lr: 3.191e-01, eta: 21:01:32, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.1513, loss: 3.1513 2020-07-02 03:24:09,265 - mmaction - INFO - Epoch [77][840/940] lr: 3.191e-01, eta: 21:01:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.3983, loss: 3.3983 2020-07-02 03:24:18,129 - mmaction - INFO - Epoch [77][860/940] lr: 3.191e-01, eta: 21:01:14, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3086, loss: 3.3086 2020-07-02 03:24:26,991 - mmaction - INFO - Epoch [77][880/940] lr: 3.191e-01, eta: 21:01:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2699, loss: 3.2699 2020-07-02 03:24:35,842 - mmaction - INFO - Epoch [77][900/940] lr: 3.191e-01, eta: 21:00:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3550, loss: 3.3550 2020-07-02 03:24:44,669 - mmaction - INFO - Epoch [77][920/940] lr: 3.191e-01, eta: 21:00:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.1423, loss: 3.1423 2020-07-02 03:24:53,161 - mmaction - INFO - Epoch [77][940/940] lr: 3.191e-01, eta: 21:00:35, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.2890, top5_acc: 0.5682, loss_cls: 3.2026, loss: 3.2026 2020-07-02 03:25:07,833 - mmaction - INFO - Epoch [78][20/940] lr: 3.172e-01, eta: 21:00:39, time: 0.716, data_time: 0.261, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.1062, loss: 3.1062 2020-07-02 03:25:16,753 - mmaction - INFO - Epoch [78][40/940] lr: 3.172e-01, eta: 21:00:30, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5531, loss_cls: 3.2114, loss: 3.2114 2020-07-02 03:25:25,600 - mmaction - INFO - Epoch [78][60/940] lr: 3.172e-01, eta: 21:00:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0485, loss: 3.0485 2020-07-02 03:25:34,479 - mmaction - INFO - Epoch [78][80/940] lr: 3.172e-01, eta: 21:00:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1586, loss: 3.1586 2020-07-02 03:25:43,404 - mmaction - INFO - Epoch [78][100/940] lr: 3.172e-01, eta: 21:00:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.0881, loss: 3.0881 2020-07-02 03:25:52,244 - mmaction - INFO - Epoch [78][120/940] lr: 3.172e-01, eta: 20:59:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 2.9821, loss: 2.9821 2020-07-02 03:26:01,104 - mmaction - INFO - Epoch [78][140/940] lr: 3.172e-01, eta: 20:59:43, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0535, loss: 3.0535 2020-07-02 03:26:10,042 - mmaction - INFO - Epoch [78][160/940] lr: 3.172e-01, eta: 20:59:34, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1874, loss: 3.1874 2020-07-02 03:26:18,959 - mmaction - INFO - Epoch [78][180/940] lr: 3.172e-01, eta: 20:59:25, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5156, loss_cls: 3.1845, loss: 3.1845 2020-07-02 03:26:27,910 - mmaction - INFO - Epoch [78][200/940] lr: 3.172e-01, eta: 20:59:16, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.9093, loss: 2.9093 2020-07-02 03:26:36,850 - mmaction - INFO - Epoch [78][220/940] lr: 3.172e-01, eta: 20:59:07, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2477, loss: 3.2477 2020-07-02 03:26:45,716 - mmaction - INFO - Epoch [78][240/940] lr: 3.172e-01, eta: 20:58:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2132, loss: 3.2132 2020-07-02 03:26:54,576 - mmaction - INFO - Epoch [78][260/940] lr: 3.172e-01, eta: 20:58:48, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1825, loss: 3.1825 2020-07-02 03:27:03,873 - mmaction - INFO - Epoch [78][280/940] lr: 3.172e-01, eta: 20:58:40, time: 0.466, data_time: 0.004, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2145, loss: 3.2145 2020-07-02 03:27:12,765 - mmaction - INFO - Epoch [78][300/940] lr: 3.172e-01, eta: 20:58:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.2771, loss: 3.2771 2020-07-02 03:27:21,625 - mmaction - INFO - Epoch [78][320/940] lr: 3.172e-01, eta: 20:58:21, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0139, loss: 3.0139 2020-07-02 03:27:30,539 - mmaction - INFO - Epoch [78][340/940] lr: 3.172e-01, eta: 20:58:12, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5969, loss_cls: 3.1220, loss: 3.1220 2020-07-02 03:27:39,468 - mmaction - INFO - Epoch [78][360/940] lr: 3.172e-01, eta: 20:58:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1350, loss: 3.1350 2020-07-02 03:27:48,348 - mmaction - INFO - Epoch [78][380/940] lr: 3.172e-01, eta: 20:57:54, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.1370, loss: 3.1370 2020-07-02 03:27:57,204 - mmaction - INFO - Epoch [78][400/940] lr: 3.172e-01, eta: 20:57:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3442, loss: 3.3442 2020-07-02 03:28:06,196 - mmaction - INFO - Epoch [78][420/940] lr: 3.172e-01, eta: 20:57:36, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2833, loss: 3.2833 2020-07-02 03:28:15,053 - mmaction - INFO - Epoch [78][440/940] lr: 3.172e-01, eta: 20:57:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.3266, loss: 3.3266 2020-07-02 03:28:23,924 - mmaction - INFO - Epoch [78][460/940] lr: 3.172e-01, eta: 20:57:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0641, loss: 3.0641 2020-07-02 03:28:32,932 - mmaction - INFO - Epoch [78][480/940] lr: 3.172e-01, eta: 20:57:08, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1345, loss: 3.1345 2020-07-02 03:28:41,830 - mmaction - INFO - Epoch [78][500/940] lr: 3.172e-01, eta: 20:56:59, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2109, loss: 3.2109 2020-07-02 03:28:50,682 - mmaction - INFO - Epoch [78][520/940] lr: 3.172e-01, eta: 20:56:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1748, loss: 3.1748 2020-07-02 03:28:59,517 - mmaction - INFO - Epoch [78][540/940] lr: 3.172e-01, eta: 20:56:40, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.3843, loss: 3.3843 2020-07-02 03:29:08,404 - mmaction - INFO - Epoch [78][560/940] lr: 3.172e-01, eta: 20:56:31, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5312, loss_cls: 3.3590, loss: 3.3590 2020-07-02 03:29:17,288 - mmaction - INFO - Epoch [78][580/940] lr: 3.172e-01, eta: 20:56:22, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.0990, loss: 3.0990 2020-07-02 03:29:26,181 - mmaction - INFO - Epoch [78][600/940] lr: 3.172e-01, eta: 20:56:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1113, loss: 3.1113 2020-07-02 03:29:35,056 - mmaction - INFO - Epoch [78][620/940] lr: 3.172e-01, eta: 20:56:03, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2211, loss: 3.2211 2020-07-02 03:29:43,912 - mmaction - INFO - Epoch [78][640/940] lr: 3.172e-01, eta: 20:55:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.2908, loss: 3.2908 2020-07-02 03:29:52,729 - mmaction - INFO - Epoch [78][660/940] lr: 3.172e-01, eta: 20:55:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3600, loss: 3.3600 2020-07-02 03:30:01,622 - mmaction - INFO - Epoch [78][680/940] lr: 3.172e-01, eta: 20:55:35, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.2639, loss: 3.2639 2020-07-02 03:30:10,510 - mmaction - INFO - Epoch [78][700/940] lr: 3.172e-01, eta: 20:55:26, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 3.1714, loss: 3.1714 2020-07-02 03:30:19,302 - mmaction - INFO - Epoch [78][720/940] lr: 3.172e-01, eta: 20:55:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1432, loss: 3.1432 2020-07-02 03:30:28,138 - mmaction - INFO - Epoch [78][740/940] lr: 3.172e-01, eta: 20:55:07, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2295, loss: 3.2295 2020-07-02 03:30:37,119 - mmaction - INFO - Epoch [78][760/940] lr: 3.172e-01, eta: 20:54:58, time: 0.449, data_time: 0.009, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5656, loss_cls: 3.2723, loss: 3.2723 2020-07-02 03:30:45,999 - mmaction - INFO - Epoch [78][780/940] lr: 3.172e-01, eta: 20:54:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2612, loss: 3.2612 2020-07-02 03:30:54,867 - mmaction - INFO - Epoch [78][800/940] lr: 3.172e-01, eta: 20:54:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.1893, loss: 3.1893 2020-07-02 03:31:03,668 - mmaction - INFO - Epoch [78][820/940] lr: 3.172e-01, eta: 20:54:30, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1916, loss: 3.1916 2020-07-02 03:31:12,516 - mmaction - INFO - Epoch [78][840/940] lr: 3.172e-01, eta: 20:54:21, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.2420, loss: 3.2420 2020-07-02 03:31:21,343 - mmaction - INFO - Epoch [78][860/940] lr: 3.172e-01, eta: 20:54:12, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.2567, loss: 3.2567 2020-07-02 03:31:30,354 - mmaction - INFO - Epoch [78][880/940] lr: 3.172e-01, eta: 20:54:03, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.1429, loss: 3.1429 2020-07-02 03:31:39,222 - mmaction - INFO - Epoch [78][900/940] lr: 3.172e-01, eta: 20:53:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 3.1515, loss: 3.1515 2020-07-02 03:31:48,077 - mmaction - INFO - Epoch [78][920/940] lr: 3.172e-01, eta: 20:53:44, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1824, loss: 3.1824 2020-07-02 03:31:56,549 - mmaction - INFO - Epoch [78][940/940] lr: 3.172e-01, eta: 20:53:34, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5714, loss_cls: 3.1177, loss: 3.1177 2020-07-02 03:32:11,196 - mmaction - INFO - Epoch [79][20/940] lr: 3.152e-01, eta: 20:53:37, time: 0.716, data_time: 0.261, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2642, loss: 3.2642 2020-07-02 03:32:20,091 - mmaction - INFO - Epoch [79][40/940] lr: 3.152e-01, eta: 20:53:28, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1086, loss: 3.1086 2020-07-02 03:32:28,983 - mmaction - INFO - Epoch [79][60/940] lr: 3.152e-01, eta: 20:53:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.3853, loss: 3.3853 2020-07-02 03:32:37,911 - mmaction - INFO - Epoch [79][80/940] lr: 3.152e-01, eta: 20:53:09, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.1474, loss: 3.1474 2020-07-02 03:32:46,767 - mmaction - INFO - Epoch [79][100/940] lr: 3.152e-01, eta: 20:53:00, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5188, loss_cls: 3.2147, loss: 3.2147 2020-07-02 03:32:55,685 - mmaction - INFO - Epoch [79][120/940] lr: 3.152e-01, eta: 20:52:51, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3561, loss: 3.3561 2020-07-02 03:33:04,566 - mmaction - INFO - Epoch [79][140/940] lr: 3.152e-01, eta: 20:52:42, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.0177, loss: 3.0177 2020-07-02 03:33:13,495 - mmaction - INFO - Epoch [79][160/940] lr: 3.152e-01, eta: 20:52:33, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.3129, loss: 3.3129 2020-07-02 03:33:22,370 - mmaction - INFO - Epoch [79][180/940] lr: 3.152e-01, eta: 20:52:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6156, loss_cls: 2.9464, loss: 2.9464 2020-07-02 03:33:31,259 - mmaction - INFO - Epoch [79][200/940] lr: 3.152e-01, eta: 20:52:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9289, loss: 2.9289 2020-07-02 03:33:40,149 - mmaction - INFO - Epoch [79][220/940] lr: 3.152e-01, eta: 20:52:05, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5350, loss: 3.5350 2020-07-02 03:33:49,050 - mmaction - INFO - Epoch [79][240/940] lr: 3.152e-01, eta: 20:51:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.3341, loss: 3.3341 2020-07-02 03:33:57,962 - mmaction - INFO - Epoch [79][260/940] lr: 3.152e-01, eta: 20:51:47, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2724, loss: 3.2724 2020-07-02 03:34:06,811 - mmaction - INFO - Epoch [79][280/940] lr: 3.152e-01, eta: 20:51:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1908, loss: 3.1908 2020-07-02 03:34:15,623 - mmaction - INFO - Epoch [79][300/940] lr: 3.152e-01, eta: 20:51:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2760, loss: 3.2760 2020-07-02 03:34:24,471 - mmaction - INFO - Epoch [79][320/940] lr: 3.152e-01, eta: 20:51:19, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.4157, loss: 3.4157 2020-07-02 03:34:33,417 - mmaction - INFO - Epoch [79][340/940] lr: 3.152e-01, eta: 20:51:09, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.1227, loss: 3.1227 2020-07-02 03:34:42,203 - mmaction - INFO - Epoch [79][360/940] lr: 3.152e-01, eta: 20:51:00, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.3312, loss: 3.3312 2020-07-02 03:34:51,071 - mmaction - INFO - Epoch [79][380/940] lr: 3.152e-01, eta: 20:50:51, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3972, loss: 3.3972 2020-07-02 03:35:00,051 - mmaction - INFO - Epoch [79][400/940] lr: 3.152e-01, eta: 20:50:42, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2189, loss: 3.2189 2020-07-02 03:35:08,957 - mmaction - INFO - Epoch [79][420/940] lr: 3.152e-01, eta: 20:50:33, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1515, loss: 3.1515 2020-07-02 03:35:17,760 - mmaction - INFO - Epoch [79][440/940] lr: 3.152e-01, eta: 20:50:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.3188, loss: 3.3188 2020-07-02 03:35:26,586 - mmaction - INFO - Epoch [79][460/940] lr: 3.152e-01, eta: 20:50:14, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1732, loss: 3.1732 2020-07-02 03:35:35,389 - mmaction - INFO - Epoch [79][480/940] lr: 3.152e-01, eta: 20:50:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 2.9747, loss: 2.9747 2020-07-02 03:35:44,316 - mmaction - INFO - Epoch [79][500/940] lr: 3.152e-01, eta: 20:49:55, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2260, loss: 3.2260 2020-07-02 03:35:53,152 - mmaction - INFO - Epoch [79][520/940] lr: 3.152e-01, eta: 20:49:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2708, loss: 3.2708 2020-07-02 03:36:02,000 - mmaction - INFO - Epoch [79][540/940] lr: 3.152e-01, eta: 20:49:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0854, loss: 3.0854 2020-07-02 03:36:10,817 - mmaction - INFO - Epoch [79][560/940] lr: 3.152e-01, eta: 20:49:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5750, loss_cls: 3.2529, loss: 3.2529 2020-07-02 03:36:19,625 - mmaction - INFO - Epoch [79][580/940] lr: 3.152e-01, eta: 20:49:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5687, loss_cls: 3.1099, loss: 3.1099 2020-07-02 03:36:28,472 - mmaction - INFO - Epoch [79][600/940] lr: 3.152e-01, eta: 20:49:08, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.2110, loss: 3.2110 2020-07-02 03:36:37,310 - mmaction - INFO - Epoch [79][620/940] lr: 3.152e-01, eta: 20:48:59, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 2.9717, loss: 2.9717 2020-07-02 03:36:46,143 - mmaction - INFO - Epoch [79][640/940] lr: 3.152e-01, eta: 20:48:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5625, loss_cls: 3.2004, loss: 3.2004 2020-07-02 03:36:55,176 - mmaction - INFO - Epoch [79][660/940] lr: 3.152e-01, eta: 20:48:41, time: 0.452, data_time: 0.011, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 2.9240, loss: 2.9240 2020-07-02 03:37:04,023 - mmaction - INFO - Epoch [79][680/940] lr: 3.152e-01, eta: 20:48:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2813, loss: 3.2813 2020-07-02 03:37:12,918 - mmaction - INFO - Epoch [79][700/940] lr: 3.152e-01, eta: 20:48:22, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2194, loss: 3.2194 2020-07-02 03:37:21,709 - mmaction - INFO - Epoch [79][720/940] lr: 3.152e-01, eta: 20:48:13, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.0698, loss: 3.0698 2020-07-02 03:37:30,577 - mmaction - INFO - Epoch [79][740/940] lr: 3.152e-01, eta: 20:48:04, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 3.1285, loss: 3.1285 2020-07-02 03:37:39,445 - mmaction - INFO - Epoch [79][760/940] lr: 3.152e-01, eta: 20:47:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1789, loss: 3.1789 2020-07-02 03:37:48,303 - mmaction - INFO - Epoch [79][780/940] lr: 3.152e-01, eta: 20:47:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2971, loss: 3.2971 2020-07-02 03:37:57,105 - mmaction - INFO - Epoch [79][800/940] lr: 3.152e-01, eta: 20:47:36, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3211, loss: 3.3211 2020-07-02 03:38:05,968 - mmaction - INFO - Epoch [79][820/940] lr: 3.152e-01, eta: 20:47:26, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3517, loss: 3.3517 2020-07-02 03:38:14,840 - mmaction - INFO - Epoch [79][840/940] lr: 3.152e-01, eta: 20:47:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4197, loss: 3.4197 2020-07-02 03:38:23,810 - mmaction - INFO - Epoch [79][860/940] lr: 3.152e-01, eta: 20:47:08, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4400, loss: 3.4400 2020-07-02 03:38:32,617 - mmaction - INFO - Epoch [79][880/940] lr: 3.152e-01, eta: 20:46:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 2.9943, loss: 2.9943 2020-07-02 03:38:41,468 - mmaction - INFO - Epoch [79][900/940] lr: 3.152e-01, eta: 20:46:49, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1151, loss: 3.1151 2020-07-02 03:38:50,442 - mmaction - INFO - Epoch [79][920/940] lr: 3.152e-01, eta: 20:46:40, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.9573, loss: 2.9573 2020-07-02 03:38:58,880 - mmaction - INFO - Epoch [79][940/940] lr: 3.152e-01, eta: 20:46:30, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5519, loss_cls: 3.1028, loss: 3.1028 2020-07-02 03:39:13,395 - mmaction - INFO - Epoch [80][20/940] lr: 3.131e-01, eta: 20:46:33, time: 0.709, data_time: 0.262, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5094, loss_cls: 3.3698, loss: 3.3698 2020-07-02 03:39:22,269 - mmaction - INFO - Epoch [80][40/940] lr: 3.131e-01, eta: 20:46:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1289, loss: 3.1289 2020-07-02 03:39:31,220 - mmaction - INFO - Epoch [80][60/940] lr: 3.131e-01, eta: 20:46:14, time: 0.449, data_time: 0.007, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0704, loss: 3.0704 2020-07-02 03:39:40,108 - mmaction - INFO - Epoch [80][80/940] lr: 3.131e-01, eta: 20:46:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6438, loss_cls: 2.8737, loss: 2.8737 2020-07-02 03:39:49,235 - mmaction - INFO - Epoch [80][100/940] lr: 3.131e-01, eta: 20:45:56, time: 0.457, data_time: 0.013, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.1856, loss: 3.1856 2020-07-02 03:39:58,147 - mmaction - INFO - Epoch [80][120/940] lr: 3.131e-01, eta: 20:45:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1677, loss: 3.1677 2020-07-02 03:40:07,197 - mmaction - INFO - Epoch [80][140/940] lr: 3.131e-01, eta: 20:45:38, time: 0.454, data_time: 0.013, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.0607, loss: 3.0607 2020-07-02 03:40:16,071 - mmaction - INFO - Epoch [80][160/940] lr: 3.131e-01, eta: 20:45:29, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 3.0176, loss: 3.0176 2020-07-02 03:40:24,903 - mmaction - INFO - Epoch [80][180/940] lr: 3.131e-01, eta: 20:45:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9422, loss: 2.9422 2020-07-02 03:40:33,798 - mmaction - INFO - Epoch [80][200/940] lr: 3.131e-01, eta: 20:45:11, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.0979, loss: 3.0979 2020-07-02 03:40:43,069 - mmaction - INFO - Epoch [80][220/940] lr: 3.131e-01, eta: 20:45:02, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5625, loss_cls: 3.2233, loss: 3.2233 2020-07-02 03:40:51,878 - mmaction - INFO - Epoch [80][240/940] lr: 3.131e-01, eta: 20:44:53, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6312, loss_cls: 2.9441, loss: 2.9441 2020-07-02 03:41:00,786 - mmaction - INFO - Epoch [80][260/940] lr: 3.131e-01, eta: 20:44:44, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1676, loss: 3.1676 2020-07-02 03:41:09,785 - mmaction - INFO - Epoch [80][280/940] lr: 3.131e-01, eta: 20:44:35, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9162, loss: 2.9162 2020-07-02 03:41:18,729 - mmaction - INFO - Epoch [80][300/940] lr: 3.131e-01, eta: 20:44:26, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5781, loss_cls: 3.2157, loss: 3.2157 2020-07-02 03:41:27,591 - mmaction - INFO - Epoch [80][320/940] lr: 3.131e-01, eta: 20:44:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5969, loss_cls: 3.0917, loss: 3.0917 2020-07-02 03:41:36,524 - mmaction - INFO - Epoch [80][340/940] lr: 3.131e-01, eta: 20:44:07, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.1795, loss: 3.1795 2020-07-02 03:41:45,390 - mmaction - INFO - Epoch [80][360/940] lr: 3.131e-01, eta: 20:43:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1019, loss: 3.1019 2020-07-02 03:41:54,252 - mmaction - INFO - Epoch [80][380/940] lr: 3.131e-01, eta: 20:43:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 3.1211, loss: 3.1211 2020-07-02 03:42:03,050 - mmaction - INFO - Epoch [80][400/940] lr: 3.131e-01, eta: 20:43:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2629, loss: 3.2629 2020-07-02 03:42:11,940 - mmaction - INFO - Epoch [80][420/940] lr: 3.131e-01, eta: 20:43:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0473, loss: 3.0473 2020-07-02 03:42:20,797 - mmaction - INFO - Epoch [80][440/940] lr: 3.131e-01, eta: 20:43:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.0748, loss: 3.0748 2020-07-02 03:42:29,606 - mmaction - INFO - Epoch [80][460/940] lr: 3.131e-01, eta: 20:43:11, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.2289, loss: 3.2289 2020-07-02 03:42:38,493 - mmaction - INFO - Epoch [80][480/940] lr: 3.131e-01, eta: 20:43:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0077, loss: 3.0077 2020-07-02 03:42:47,309 - mmaction - INFO - Epoch [80][500/940] lr: 3.131e-01, eta: 20:42:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 3.0826, loss: 3.0826 2020-07-02 03:42:56,265 - mmaction - INFO - Epoch [80][520/940] lr: 3.131e-01, eta: 20:42:44, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0844, loss: 3.0844 2020-07-02 03:43:05,247 - mmaction - INFO - Epoch [80][540/940] lr: 3.131e-01, eta: 20:42:35, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.3344, loss: 3.3344 2020-07-02 03:43:14,048 - mmaction - INFO - Epoch [80][560/940] lr: 3.131e-01, eta: 20:42:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.1961, loss: 3.1961 2020-07-02 03:43:22,908 - mmaction - INFO - Epoch [80][580/940] lr: 3.131e-01, eta: 20:42:16, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.3106, loss: 3.3106 2020-07-02 03:43:31,778 - mmaction - INFO - Epoch [80][600/940] lr: 3.131e-01, eta: 20:42:07, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1383, loss: 3.1383 2020-07-02 03:43:40,654 - mmaction - INFO - Epoch [80][620/940] lr: 3.131e-01, eta: 20:41:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.3381, loss: 3.3381 2020-07-02 03:43:49,503 - mmaction - INFO - Epoch [80][640/940] lr: 3.131e-01, eta: 20:41:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5062, loss_cls: 3.2365, loss: 3.2365 2020-07-02 03:43:58,394 - mmaction - INFO - Epoch [80][660/940] lr: 3.131e-01, eta: 20:41:39, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.0413, loss: 3.0413 2020-07-02 03:44:07,685 - mmaction - INFO - Epoch [80][680/940] lr: 3.131e-01, eta: 20:41:31, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.1247, loss: 3.1247 2020-07-02 03:44:16,560 - mmaction - INFO - Epoch [80][700/940] lr: 3.131e-01, eta: 20:41:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.3311, loss: 3.3311 2020-07-02 03:44:25,480 - mmaction - INFO - Epoch [80][720/940] lr: 3.131e-01, eta: 20:41:12, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.9233, loss: 2.9233 2020-07-02 03:44:34,285 - mmaction - INFO - Epoch [80][740/940] lr: 3.131e-01, eta: 20:41:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2378, loss: 3.2378 2020-07-02 03:44:43,260 - mmaction - INFO - Epoch [80][760/940] lr: 3.131e-01, eta: 20:40:54, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.8920, loss: 2.8920 2020-07-02 03:44:52,131 - mmaction - INFO - Epoch [80][780/940] lr: 3.131e-01, eta: 20:40:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.4674, loss: 3.4674 2020-07-02 03:45:01,015 - mmaction - INFO - Epoch [80][800/940] lr: 3.131e-01, eta: 20:40:35, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2527, loss: 3.2527 2020-07-02 03:45:09,849 - mmaction - INFO - Epoch [80][820/940] lr: 3.131e-01, eta: 20:40:26, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1186, loss: 3.1186 2020-07-02 03:45:18,657 - mmaction - INFO - Epoch [80][840/940] lr: 3.131e-01, eta: 20:40:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8897, loss: 2.8897 2020-07-02 03:45:27,515 - mmaction - INFO - Epoch [80][860/940] lr: 3.131e-01, eta: 20:40:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2376, loss: 3.2376 2020-07-02 03:45:36,410 - mmaction - INFO - Epoch [80][880/940] lr: 3.131e-01, eta: 20:39:58, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.1723, loss: 3.1723 2020-07-02 03:45:45,245 - mmaction - INFO - Epoch [80][900/940] lr: 3.131e-01, eta: 20:39:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3521, loss: 3.3521 2020-07-02 03:45:54,079 - mmaction - INFO - Epoch [80][920/940] lr: 3.131e-01, eta: 20:39:39, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5781, loss_cls: 3.1118, loss: 3.1118 2020-07-02 03:46:02,509 - mmaction - INFO - Epoch [80][940/940] lr: 3.131e-01, eta: 20:39:29, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3117, top5_acc: 0.5682, loss_cls: 3.1100, loss: 3.1100 2020-07-02 03:46:02,833 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-02 03:46:20,121 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 03:46:20,993 - mmaction - INFO - top1_acc 0.3505 top5_acc 0.6161 2020-07-02 03:46:20,993 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 03:46:21,050 - mmaction - INFO - mean_acc 0.3503 2020-07-02 03:46:21,059 - mmaction - INFO - Epoch [80][940/940] lr: 3.131e-01, top1_acc: 0.3505, top5_acc: 0.6161, mean_class_accuracy: 0.3503 2020-07-02 03:46:33,962 - mmaction - INFO - Epoch [81][20/940] lr: 3.111e-01, eta: 20:39:29, time: 0.645, data_time: 0.186, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3588, loss: 3.3588 2020-07-02 03:46:42,796 - mmaction - INFO - Epoch [81][40/940] lr: 3.111e-01, eta: 20:39:19, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5344, loss_cls: 3.2842, loss: 3.2842 2020-07-02 03:46:51,695 - mmaction - INFO - Epoch [81][60/940] lr: 3.111e-01, eta: 20:39:10, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.2778, loss: 3.2778 2020-07-02 03:47:00,507 - mmaction - INFO - Epoch [81][80/940] lr: 3.111e-01, eta: 20:39:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.5938, loss_cls: 2.9665, loss: 2.9665 2020-07-02 03:47:09,343 - mmaction - INFO - Epoch [81][100/940] lr: 3.111e-01, eta: 20:38:51, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3515, loss: 3.3515 2020-07-02 03:47:18,212 - mmaction - INFO - Epoch [81][120/940] lr: 3.111e-01, eta: 20:38:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2646, loss: 3.2646 2020-07-02 03:47:27,109 - mmaction - INFO - Epoch [81][140/940] lr: 3.111e-01, eta: 20:38:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0046, loss: 3.0046 2020-07-02 03:47:36,044 - mmaction - INFO - Epoch [81][160/940] lr: 3.111e-01, eta: 20:38:24, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1220, loss: 3.1220 2020-07-02 03:47:44,839 - mmaction - INFO - Epoch [81][180/940] lr: 3.111e-01, eta: 20:38:14, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9679, loss: 2.9679 2020-07-02 03:47:53,724 - mmaction - INFO - Epoch [81][200/940] lr: 3.111e-01, eta: 20:38:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5750, loss_cls: 3.0535, loss: 3.0535 2020-07-02 03:48:02,595 - mmaction - INFO - Epoch [81][220/940] lr: 3.111e-01, eta: 20:37:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.1705, loss: 3.1705 2020-07-02 03:48:11,452 - mmaction - INFO - Epoch [81][240/940] lr: 3.111e-01, eta: 20:37:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.1027, loss: 3.1027 2020-07-02 03:48:20,289 - mmaction - INFO - Epoch [81][260/940] lr: 3.111e-01, eta: 20:37:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.1761, loss: 3.1761 2020-07-02 03:48:29,159 - mmaction - INFO - Epoch [81][280/940] lr: 3.111e-01, eta: 20:37:28, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 3.0319, loss: 3.0319 2020-07-02 03:48:38,003 - mmaction - INFO - Epoch [81][300/940] lr: 3.111e-01, eta: 20:37:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1659, loss: 3.1659 2020-07-02 03:48:46,891 - mmaction - INFO - Epoch [81][320/940] lr: 3.111e-01, eta: 20:37:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.0780, loss: 3.0780 2020-07-02 03:48:55,695 - mmaction - INFO - Epoch [81][340/940] lr: 3.111e-01, eta: 20:37:00, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5687, loss_cls: 3.0084, loss: 3.0084 2020-07-02 03:49:04,545 - mmaction - INFO - Epoch [81][360/940] lr: 3.111e-01, eta: 20:36:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1704, loss: 3.1704 2020-07-02 03:49:13,430 - mmaction - INFO - Epoch [81][380/940] lr: 3.111e-01, eta: 20:36:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2535, loss: 3.2535 2020-07-02 03:49:22,257 - mmaction - INFO - Epoch [81][400/940] lr: 3.111e-01, eta: 20:36:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.0837, loss: 3.0837 2020-07-02 03:49:31,134 - mmaction - INFO - Epoch [81][420/940] lr: 3.111e-01, eta: 20:36:23, time: 0.444, data_time: 0.006, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5625, loss_cls: 3.0246, loss: 3.0246 2020-07-02 03:49:40,004 - mmaction - INFO - Epoch [81][440/940] lr: 3.111e-01, eta: 20:36:14, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5781, loss_cls: 3.1212, loss: 3.1212 2020-07-02 03:49:48,841 - mmaction - INFO - Epoch [81][460/940] lr: 3.111e-01, eta: 20:36:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 3.0628, loss: 3.0628 2020-07-02 03:49:57,663 - mmaction - INFO - Epoch [81][480/940] lr: 3.111e-01, eta: 20:35:55, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0702, loss: 3.0702 2020-07-02 03:50:06,499 - mmaction - INFO - Epoch [81][500/940] lr: 3.111e-01, eta: 20:35:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0602, loss: 3.0602 2020-07-02 03:50:15,833 - mmaction - INFO - Epoch [81][520/940] lr: 3.111e-01, eta: 20:35:38, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6312, loss_cls: 3.0895, loss: 3.0895 2020-07-02 03:50:24,655 - mmaction - INFO - Epoch [81][540/940] lr: 3.111e-01, eta: 20:35:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5219, loss_cls: 3.2361, loss: 3.2361 2020-07-02 03:50:33,501 - mmaction - INFO - Epoch [81][560/940] lr: 3.111e-01, eta: 20:35:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.9741, loss: 2.9741 2020-07-02 03:50:42,321 - mmaction - INFO - Epoch [81][580/940] lr: 3.111e-01, eta: 20:35:10, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5813, loss_cls: 3.1969, loss: 3.1969 2020-07-02 03:50:51,183 - mmaction - INFO - Epoch [81][600/940] lr: 3.111e-01, eta: 20:35:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1057, loss: 3.1057 2020-07-02 03:51:00,092 - mmaction - INFO - Epoch [81][620/940] lr: 3.111e-01, eta: 20:34:51, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5531, loss_cls: 3.2127, loss: 3.2127 2020-07-02 03:51:08,991 - mmaction - INFO - Epoch [81][640/940] lr: 3.111e-01, eta: 20:34:42, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1818, loss: 3.1818 2020-07-02 03:51:17,803 - mmaction - INFO - Epoch [81][660/940] lr: 3.111e-01, eta: 20:34:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.2176, loss: 3.2176 2020-07-02 03:51:26,558 - mmaction - INFO - Epoch [81][680/940] lr: 3.111e-01, eta: 20:34:23, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.1518, loss: 3.1518 2020-07-02 03:51:35,470 - mmaction - INFO - Epoch [81][700/940] lr: 3.111e-01, eta: 20:34:14, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1616, loss: 3.1616 2020-07-02 03:51:44,312 - mmaction - INFO - Epoch [81][720/940] lr: 3.111e-01, eta: 20:34:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1460, loss: 3.1460 2020-07-02 03:51:53,162 - mmaction - INFO - Epoch [81][740/940] lr: 3.111e-01, eta: 20:33:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.3178, loss: 3.3178 2020-07-02 03:52:01,955 - mmaction - INFO - Epoch [81][760/940] lr: 3.111e-01, eta: 20:33:46, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3110, loss: 3.3110 2020-07-02 03:52:10,873 - mmaction - INFO - Epoch [81][780/940] lr: 3.111e-01, eta: 20:33:37, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5125, loss_cls: 3.4321, loss: 3.4321 2020-07-02 03:52:19,765 - mmaction - INFO - Epoch [81][800/940] lr: 3.111e-01, eta: 20:33:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0406, loss: 3.0406 2020-07-02 03:52:28,629 - mmaction - INFO - Epoch [81][820/940] lr: 3.111e-01, eta: 20:33:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9734, loss: 2.9734 2020-07-02 03:52:37,441 - mmaction - INFO - Epoch [81][840/940] lr: 3.111e-01, eta: 20:33:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1972, loss: 3.1972 2020-07-02 03:52:46,325 - mmaction - INFO - Epoch [81][860/940] lr: 3.111e-01, eta: 20:33:00, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1996, loss: 3.1996 2020-07-02 03:52:55,251 - mmaction - INFO - Epoch [81][880/940] lr: 3.111e-01, eta: 20:32:50, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.3291, loss: 3.3291 2020-07-02 03:53:04,076 - mmaction - INFO - Epoch [81][900/940] lr: 3.111e-01, eta: 20:32:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0925, loss: 3.0925 2020-07-02 03:53:12,946 - mmaction - INFO - Epoch [81][920/940] lr: 3.111e-01, eta: 20:32:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1871, loss: 3.1871 2020-07-02 03:53:21,395 - mmaction - INFO - Epoch [81][940/940] lr: 3.111e-01, eta: 20:32:22, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2955, top5_acc: 0.5422, loss_cls: 3.4419, loss: 3.4419 2020-07-02 03:53:36,069 - mmaction - INFO - Epoch [82][20/940] lr: 3.091e-01, eta: 20:32:24, time: 0.717, data_time: 0.278, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.2022, loss: 3.2022 2020-07-02 03:53:44,969 - mmaction - INFO - Epoch [82][40/940] lr: 3.091e-01, eta: 20:32:15, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9417, loss: 2.9417 2020-07-02 03:53:54,202 - mmaction - INFO - Epoch [82][60/940] lr: 3.091e-01, eta: 20:32:07, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.2329, loss: 3.2329 2020-07-02 03:54:03,031 - mmaction - INFO - Epoch [82][80/940] lr: 3.091e-01, eta: 20:31:57, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0172, loss: 3.0172 2020-07-02 03:54:11,905 - mmaction - INFO - Epoch [82][100/940] lr: 3.091e-01, eta: 20:31:48, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.1530, loss: 3.1530 2020-07-02 03:54:20,925 - mmaction - INFO - Epoch [82][120/940] lr: 3.091e-01, eta: 20:31:39, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1415, loss: 3.1415 2020-07-02 03:54:29,764 - mmaction - INFO - Epoch [82][140/940] lr: 3.091e-01, eta: 20:31:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5375, loss_cls: 3.2011, loss: 3.2011 2020-07-02 03:54:38,610 - mmaction - INFO - Epoch [82][160/940] lr: 3.091e-01, eta: 20:31:20, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0182, loss: 3.0182 2020-07-02 03:54:47,435 - mmaction - INFO - Epoch [82][180/940] lr: 3.091e-01, eta: 20:31:11, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0110, loss: 3.0110 2020-07-02 03:54:56,274 - mmaction - INFO - Epoch [82][200/940] lr: 3.091e-01, eta: 20:31:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.8030, loss: 2.8030 2020-07-02 03:55:05,229 - mmaction - INFO - Epoch [82][220/940] lr: 3.091e-01, eta: 20:30:53, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.3098, loss: 3.3098 2020-07-02 03:55:14,063 - mmaction - INFO - Epoch [82][240/940] lr: 3.091e-01, eta: 20:30:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.1829, loss: 3.1829 2020-07-02 03:55:23,021 - mmaction - INFO - Epoch [82][260/940] lr: 3.091e-01, eta: 20:30:34, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1584, loss: 3.1584 2020-07-02 03:55:31,872 - mmaction - INFO - Epoch [82][280/940] lr: 3.091e-01, eta: 20:30:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2384, loss: 3.2384 2020-07-02 03:55:40,714 - mmaction - INFO - Epoch [82][300/940] lr: 3.091e-01, eta: 20:30:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0216, loss: 3.0216 2020-07-02 03:55:49,594 - mmaction - INFO - Epoch [82][320/940] lr: 3.091e-01, eta: 20:30:07, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2399, loss: 3.2399 2020-07-02 03:55:58,457 - mmaction - INFO - Epoch [82][340/940] lr: 3.091e-01, eta: 20:29:57, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1570, loss: 3.1570 2020-07-02 03:56:07,347 - mmaction - INFO - Epoch [82][360/940] lr: 3.091e-01, eta: 20:29:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2498, loss: 3.2498 2020-07-02 03:56:16,244 - mmaction - INFO - Epoch [82][380/940] lr: 3.091e-01, eta: 20:29:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.8941, loss: 2.8941 2020-07-02 03:56:25,623 - mmaction - INFO - Epoch [82][400/940] lr: 3.091e-01, eta: 20:29:31, time: 0.468, data_time: 0.007, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0848, loss: 3.0848 2020-07-02 03:56:34,479 - mmaction - INFO - Epoch [82][420/940] lr: 3.091e-01, eta: 20:29:21, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.0369, loss: 3.0369 2020-07-02 03:56:43,367 - mmaction - INFO - Epoch [82][440/940] lr: 3.091e-01, eta: 20:29:12, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0421, loss: 3.0421 2020-07-02 03:56:52,233 - mmaction - INFO - Epoch [82][460/940] lr: 3.091e-01, eta: 20:29:03, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.2197, loss: 3.2197 2020-07-02 03:57:01,154 - mmaction - INFO - Epoch [82][480/940] lr: 3.091e-01, eta: 20:28:54, time: 0.446, data_time: 0.006, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0489, loss: 3.0489 2020-07-02 03:57:10,045 - mmaction - INFO - Epoch [82][500/940] lr: 3.091e-01, eta: 20:28:45, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2325, loss: 3.2325 2020-07-02 03:57:18,892 - mmaction - INFO - Epoch [82][520/940] lr: 3.091e-01, eta: 20:28:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0472, loss: 3.0472 2020-07-02 03:57:27,763 - mmaction - INFO - Epoch [82][540/940] lr: 3.091e-01, eta: 20:28:26, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.2774, loss: 3.2774 2020-07-02 03:57:36,551 - mmaction - INFO - Epoch [82][560/940] lr: 3.091e-01, eta: 20:28:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.3086, loss: 3.3086 2020-07-02 03:57:45,389 - mmaction - INFO - Epoch [82][580/940] lr: 3.091e-01, eta: 20:28:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0696, loss: 3.0696 2020-07-02 03:57:54,190 - mmaction - INFO - Epoch [82][600/940] lr: 3.091e-01, eta: 20:27:58, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1338, loss: 3.1338 2020-07-02 03:58:03,042 - mmaction - INFO - Epoch [82][620/940] lr: 3.091e-01, eta: 20:27:49, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0819, loss: 3.0819 2020-07-02 03:58:11,856 - mmaction - INFO - Epoch [82][640/940] lr: 3.091e-01, eta: 20:27:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1797, loss: 3.1797 2020-07-02 03:58:20,793 - mmaction - INFO - Epoch [82][660/940] lr: 3.091e-01, eta: 20:27:30, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.1808, loss: 3.1808 2020-07-02 03:58:29,601 - mmaction - INFO - Epoch [82][680/940] lr: 3.091e-01, eta: 20:27:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9862, loss: 2.9862 2020-07-02 03:58:38,534 - mmaction - INFO - Epoch [82][700/940] lr: 3.091e-01, eta: 20:27:12, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.3635, loss: 3.3635 2020-07-02 03:58:47,393 - mmaction - INFO - Epoch [82][720/940] lr: 3.091e-01, eta: 20:27:02, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.2647, loss: 3.2647 2020-07-02 03:58:56,260 - mmaction - INFO - Epoch [82][740/940] lr: 3.091e-01, eta: 20:26:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.0270, loss: 3.0270 2020-07-02 03:59:05,110 - mmaction - INFO - Epoch [82][760/940] lr: 3.091e-01, eta: 20:26:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1555, loss: 3.1555 2020-07-02 03:59:13,984 - mmaction - INFO - Epoch [82][780/940] lr: 3.091e-01, eta: 20:26:35, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2892, loss: 3.2892 2020-07-02 03:59:23,135 - mmaction - INFO - Epoch [82][800/940] lr: 3.091e-01, eta: 20:26:26, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1832, loss: 3.1832 2020-07-02 03:59:32,008 - mmaction - INFO - Epoch [82][820/940] lr: 3.091e-01, eta: 20:26:17, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1020, loss: 3.1020 2020-07-02 03:59:40,842 - mmaction - INFO - Epoch [82][840/940] lr: 3.091e-01, eta: 20:26:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5406, loss_cls: 3.1863, loss: 3.1863 2020-07-02 03:59:49,743 - mmaction - INFO - Epoch [82][860/940] lr: 3.091e-01, eta: 20:25:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.2346, loss: 3.2346 2020-07-02 03:59:58,668 - mmaction - INFO - Epoch [82][880/940] lr: 3.091e-01, eta: 20:25:49, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.3169, loss: 3.3169 2020-07-02 04:00:15,725 - mmaction - INFO - Epoch [82][900/940] lr: 3.091e-01, eta: 20:25:57, time: 0.841, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.2235, loss: 3.2235 2020-07-02 04:00:24,653 - mmaction - INFO - Epoch [82][920/940] lr: 3.091e-01, eta: 20:25:48, time: 0.458, data_time: 0.016, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5469, loss_cls: 3.1515, loss: 3.1515 2020-07-02 04:00:33,177 - mmaction - INFO - Epoch [82][940/940] lr: 3.091e-01, eta: 20:25:38, time: 0.426, data_time: 0.001, memory: 6328, top1_acc: 0.3442, top5_acc: 0.5877, loss_cls: 3.0735, loss: 3.0735 2020-07-02 04:00:55,106 - mmaction - INFO - Epoch [83][20/940] lr: 3.070e-01, eta: 20:25:56, time: 1.077, data_time: 0.578, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.1011, loss: 3.1011 2020-07-02 04:01:04,034 - mmaction - INFO - Epoch [83][40/940] lr: 3.070e-01, eta: 20:25:47, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.1425, loss: 3.1425 2020-07-02 04:01:13,084 - mmaction - INFO - Epoch [83][60/940] lr: 3.070e-01, eta: 20:25:38, time: 0.452, data_time: 0.011, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1818, loss: 3.1818 2020-07-02 04:01:22,821 - mmaction - INFO - Epoch [83][80/940] lr: 3.070e-01, eta: 20:25:30, time: 0.487, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6250, loss_cls: 3.0477, loss: 3.0477 2020-07-02 04:01:31,702 - mmaction - INFO - Epoch [83][100/940] lr: 3.070e-01, eta: 20:25:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2870, loss: 3.2870 2020-07-02 04:01:40,552 - mmaction - INFO - Epoch [83][120/940] lr: 3.070e-01, eta: 20:25:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.1009, loss: 3.1009 2020-07-02 04:01:49,458 - mmaction - INFO - Epoch [83][140/940] lr: 3.070e-01, eta: 20:25:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9382, loss: 2.9382 2020-07-02 04:01:58,348 - mmaction - INFO - Epoch [83][160/940] lr: 3.070e-01, eta: 20:24:53, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.2649, loss: 3.2649 2020-07-02 04:02:07,247 - mmaction - INFO - Epoch [83][180/940] lr: 3.070e-01, eta: 20:24:44, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1017, loss: 3.1017 2020-07-02 04:02:16,082 - mmaction - INFO - Epoch [83][200/940] lr: 3.070e-01, eta: 20:24:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1250, loss: 3.1250 2020-07-02 04:02:24,946 - mmaction - INFO - Epoch [83][220/940] lr: 3.070e-01, eta: 20:24:26, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.2626, loss: 3.2626 2020-07-02 04:02:33,878 - mmaction - INFO - Epoch [83][240/940] lr: 3.070e-01, eta: 20:24:16, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.0903, loss: 3.0903 2020-07-02 04:02:42,786 - mmaction - INFO - Epoch [83][260/940] lr: 3.070e-01, eta: 20:24:07, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0009, loss: 3.0009 2020-07-02 04:02:51,645 - mmaction - INFO - Epoch [83][280/940] lr: 3.070e-01, eta: 20:23:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 2.9864, loss: 2.9864 2020-07-02 04:03:00,881 - mmaction - INFO - Epoch [83][300/940] lr: 3.070e-01, eta: 20:23:49, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5656, loss_cls: 3.0956, loss: 3.0956 2020-07-02 04:03:09,753 - mmaction - INFO - Epoch [83][320/940] lr: 3.070e-01, eta: 20:23:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1241, loss: 3.1241 2020-07-02 04:03:18,615 - mmaction - INFO - Epoch [83][340/940] lr: 3.070e-01, eta: 20:23:31, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0280, loss: 3.0280 2020-07-02 04:03:27,466 - mmaction - INFO - Epoch [83][360/940] lr: 3.070e-01, eta: 20:23:22, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1612, loss: 3.1612 2020-07-02 04:03:36,327 - mmaction - INFO - Epoch [83][380/940] lr: 3.070e-01, eta: 20:23:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2293, loss: 3.2293 2020-07-02 04:03:45,216 - mmaction - INFO - Epoch [83][400/940] lr: 3.070e-01, eta: 20:23:03, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2278, loss: 3.2278 2020-07-02 04:03:54,053 - mmaction - INFO - Epoch [83][420/940] lr: 3.070e-01, eta: 20:22:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0117, loss: 3.0117 2020-07-02 04:04:02,967 - mmaction - INFO - Epoch [83][440/940] lr: 3.070e-01, eta: 20:22:45, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1025, loss: 3.1025 2020-07-02 04:04:11,788 - mmaction - INFO - Epoch [83][460/940] lr: 3.070e-01, eta: 20:22:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1639, loss: 3.1639 2020-07-02 04:04:20,661 - mmaction - INFO - Epoch [83][480/940] lr: 3.070e-01, eta: 20:22:26, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0469, loss: 3.0469 2020-07-02 04:04:29,609 - mmaction - INFO - Epoch [83][500/940] lr: 3.070e-01, eta: 20:22:17, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2279, loss: 3.2279 2020-07-02 04:04:38,457 - mmaction - INFO - Epoch [83][520/940] lr: 3.070e-01, eta: 20:22:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5531, loss_cls: 3.1659, loss: 3.1659 2020-07-02 04:04:47,322 - mmaction - INFO - Epoch [83][540/940] lr: 3.070e-01, eta: 20:21:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9715, loss: 2.9715 2020-07-02 04:04:56,152 - mmaction - INFO - Epoch [83][560/940] lr: 3.070e-01, eta: 20:21:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.3150, loss: 3.3150 2020-07-02 04:05:05,084 - mmaction - INFO - Epoch [83][580/940] lr: 3.070e-01, eta: 20:21:40, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9953, loss: 2.9953 2020-07-02 04:05:14,041 - mmaction - INFO - Epoch [83][600/940] lr: 3.070e-01, eta: 20:21:31, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 3.0492, loss: 3.0492 2020-07-02 04:05:22,916 - mmaction - INFO - Epoch [83][620/940] lr: 3.070e-01, eta: 20:21:22, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.1838, loss: 3.1838 2020-07-02 04:05:31,738 - mmaction - INFO - Epoch [83][640/940] lr: 3.070e-01, eta: 20:21:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2748, loss: 3.2748 2020-07-02 04:05:40,587 - mmaction - INFO - Epoch [83][660/940] lr: 3.070e-01, eta: 20:21:03, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5188, loss_cls: 3.2758, loss: 3.2758 2020-07-02 04:05:49,425 - mmaction - INFO - Epoch [83][680/940] lr: 3.070e-01, eta: 20:20:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1484, loss: 3.1484 2020-07-02 04:05:58,248 - mmaction - INFO - Epoch [83][700/940] lr: 3.070e-01, eta: 20:20:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2151, loss: 3.2151 2020-07-02 04:06:07,098 - mmaction - INFO - Epoch [83][720/940] lr: 3.070e-01, eta: 20:20:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2496, loss: 3.2496 2020-07-02 04:06:16,008 - mmaction - INFO - Epoch [83][740/940] lr: 3.070e-01, eta: 20:20:26, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.2092, loss: 3.2092 2020-07-02 04:06:24,892 - mmaction - INFO - Epoch [83][760/940] lr: 3.070e-01, eta: 20:20:16, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.1621, loss: 3.1621 2020-07-02 04:06:33,717 - mmaction - INFO - Epoch [83][780/940] lr: 3.070e-01, eta: 20:20:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5844, loss_cls: 3.1872, loss: 3.1872 2020-07-02 04:06:42,527 - mmaction - INFO - Epoch [83][800/940] lr: 3.070e-01, eta: 20:19:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.3983, loss: 3.3983 2020-07-02 04:06:51,367 - mmaction - INFO - Epoch [83][820/940] lr: 3.070e-01, eta: 20:19:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2285, loss: 3.2285 2020-07-02 04:07:00,172 - mmaction - INFO - Epoch [83][840/940] lr: 3.070e-01, eta: 20:19:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0018, loss: 3.0018 2020-07-02 04:07:08,990 - mmaction - INFO - Epoch [83][860/940] lr: 3.070e-01, eta: 20:19:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.0150, loss: 3.0150 2020-07-02 04:07:18,041 - mmaction - INFO - Epoch [83][880/940] lr: 3.070e-01, eta: 20:19:21, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.2825, loss: 3.2825 2020-07-02 04:07:26,874 - mmaction - INFO - Epoch [83][900/940] lr: 3.070e-01, eta: 20:19:12, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.1737, loss: 3.1737 2020-07-02 04:07:35,893 - mmaction - INFO - Epoch [83][920/940] lr: 3.070e-01, eta: 20:19:03, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2731, loss: 3.2731 2020-07-02 04:07:44,316 - mmaction - INFO - Epoch [83][940/940] lr: 3.070e-01, eta: 20:18:52, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.2857, top5_acc: 0.5097, loss_cls: 3.4693, loss: 3.4693 2020-07-02 04:08:00,127 - mmaction - INFO - Epoch [84][20/940] lr: 3.049e-01, eta: 20:18:57, time: 0.774, data_time: 0.323, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2044, loss: 3.2044 2020-07-02 04:08:08,958 - mmaction - INFO - Epoch [84][40/940] lr: 3.049e-01, eta: 20:18:48, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1328, loss: 3.1328 2020-07-02 04:08:17,805 - mmaction - INFO - Epoch [84][60/940] lr: 3.049e-01, eta: 20:18:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.1780, loss: 3.1780 2020-07-02 04:08:26,690 - mmaction - INFO - Epoch [84][80/940] lr: 3.049e-01, eta: 20:18:29, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.1388, loss: 3.1388 2020-07-02 04:08:35,565 - mmaction - INFO - Epoch [84][100/940] lr: 3.049e-01, eta: 20:18:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2601, loss: 3.2601 2020-07-02 04:08:44,379 - mmaction - INFO - Epoch [84][120/940] lr: 3.049e-01, eta: 20:18:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1824, loss: 3.1824 2020-07-02 04:08:53,290 - mmaction - INFO - Epoch [84][140/940] lr: 3.049e-01, eta: 20:18:01, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 3.0563, loss: 3.0563 2020-07-02 04:09:02,223 - mmaction - INFO - Epoch [84][160/940] lr: 3.049e-01, eta: 20:17:52, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.2273, loss: 3.2273 2020-07-02 04:09:11,078 - mmaction - INFO - Epoch [84][180/940] lr: 3.049e-01, eta: 20:17:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5094, loss_cls: 3.2235, loss: 3.2235 2020-07-02 04:09:19,948 - mmaction - INFO - Epoch [84][200/940] lr: 3.049e-01, eta: 20:17:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 2.9916, loss: 2.9916 2020-07-02 04:09:28,851 - mmaction - INFO - Epoch [84][220/940] lr: 3.049e-01, eta: 20:17:24, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2646, loss: 3.2646 2020-07-02 04:09:37,739 - mmaction - INFO - Epoch [84][240/940] lr: 3.049e-01, eta: 20:17:15, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1465, loss: 3.1465 2020-07-02 04:09:46,563 - mmaction - INFO - Epoch [84][260/940] lr: 3.049e-01, eta: 20:17:06, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 2.9021, loss: 2.9021 2020-07-02 04:09:55,472 - mmaction - INFO - Epoch [84][280/940] lr: 3.049e-01, eta: 20:16:57, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1614, loss: 3.1614 2020-07-02 04:10:04,384 - mmaction - INFO - Epoch [84][300/940] lr: 3.049e-01, eta: 20:16:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1797, loss: 3.1797 2020-07-02 04:10:13,205 - mmaction - INFO - Epoch [84][320/940] lr: 3.049e-01, eta: 20:16:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.2811, loss: 3.2811 2020-07-02 04:10:22,111 - mmaction - INFO - Epoch [84][340/940] lr: 3.049e-01, eta: 20:16:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 2.9731, loss: 2.9731 2020-07-02 04:10:30,969 - mmaction - INFO - Epoch [84][360/940] lr: 3.049e-01, eta: 20:16:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.2892, loss: 3.2892 2020-07-02 04:10:39,836 - mmaction - INFO - Epoch [84][380/940] lr: 3.049e-01, eta: 20:16:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1089, loss: 3.1089 2020-07-02 04:10:48,684 - mmaction - INFO - Epoch [84][400/940] lr: 3.049e-01, eta: 20:16:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.4844, loss_cls: 3.3444, loss: 3.3444 2020-07-02 04:10:57,584 - mmaction - INFO - Epoch [84][420/940] lr: 3.049e-01, eta: 20:15:52, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.1820, loss: 3.1820 2020-07-02 04:11:06,431 - mmaction - INFO - Epoch [84][440/940] lr: 3.049e-01, eta: 20:15:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 2.9248, loss: 2.9248 2020-07-02 04:11:15,262 - mmaction - INFO - Epoch [84][460/940] lr: 3.049e-01, eta: 20:15:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.1633, loss: 3.1633 2020-07-02 04:11:24,109 - mmaction - INFO - Epoch [84][480/940] lr: 3.049e-01, eta: 20:15:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0312, loss: 3.0312 2020-07-02 04:11:32,924 - mmaction - INFO - Epoch [84][500/940] lr: 3.049e-01, eta: 20:15:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0683, loss: 3.0683 2020-07-02 04:11:41,805 - mmaction - INFO - Epoch [84][520/940] lr: 3.049e-01, eta: 20:15:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0507, loss: 3.0507 2020-07-02 04:11:50,723 - mmaction - INFO - Epoch [84][540/940] lr: 3.049e-01, eta: 20:14:56, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1304, loss: 3.1304 2020-07-02 04:11:59,592 - mmaction - INFO - Epoch [84][560/940] lr: 3.049e-01, eta: 20:14:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.1916, loss: 3.1916 2020-07-02 04:12:08,427 - mmaction - INFO - Epoch [84][580/940] lr: 3.049e-01, eta: 20:14:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3378, loss: 3.3378 2020-07-02 04:12:17,339 - mmaction - INFO - Epoch [84][600/940] lr: 3.049e-01, eta: 20:14:28, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4372, loss: 3.4372 2020-07-02 04:12:26,223 - mmaction - INFO - Epoch [84][620/940] lr: 3.049e-01, eta: 20:14:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.1205, loss: 3.1205 2020-07-02 04:12:35,051 - mmaction - INFO - Epoch [84][640/940] lr: 3.049e-01, eta: 20:14:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.2351, loss: 3.2351 2020-07-02 04:12:43,905 - mmaction - INFO - Epoch [84][660/940] lr: 3.049e-01, eta: 20:14:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.1668, loss: 3.1668 2020-07-02 04:12:52,758 - mmaction - INFO - Epoch [84][680/940] lr: 3.049e-01, eta: 20:13:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0567, loss: 3.0567 2020-07-02 04:13:01,613 - mmaction - INFO - Epoch [84][700/940] lr: 3.049e-01, eta: 20:13:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6062, loss_cls: 3.0792, loss: 3.0792 2020-07-02 04:13:10,452 - mmaction - INFO - Epoch [84][720/940] lr: 3.049e-01, eta: 20:13:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5281, loss_cls: 3.1810, loss: 3.1810 2020-07-02 04:13:19,365 - mmaction - INFO - Epoch [84][740/940] lr: 3.049e-01, eta: 20:13:24, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.7479, loss: 2.7479 2020-07-02 04:13:28,206 - mmaction - INFO - Epoch [84][760/940] lr: 3.049e-01, eta: 20:13:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1141, loss: 3.1141 2020-07-02 04:13:37,067 - mmaction - INFO - Epoch [84][780/940] lr: 3.049e-01, eta: 20:13:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1774, loss: 3.1774 2020-07-02 04:13:45,853 - mmaction - INFO - Epoch [84][800/940] lr: 3.049e-01, eta: 20:12:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0343, loss: 3.0343 2020-07-02 04:13:54,780 - mmaction - INFO - Epoch [84][820/940] lr: 3.049e-01, eta: 20:12:46, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.1831, loss: 3.1831 2020-07-02 04:14:03,589 - mmaction - INFO - Epoch [84][840/940] lr: 3.049e-01, eta: 20:12:37, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 3.0702, loss: 3.0702 2020-07-02 04:14:12,465 - mmaction - INFO - Epoch [84][860/940] lr: 3.049e-01, eta: 20:12:28, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1080, loss: 3.1080 2020-07-02 04:14:21,326 - mmaction - INFO - Epoch [84][880/940] lr: 3.049e-01, eta: 20:12:19, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5469, loss_cls: 3.3015, loss: 3.3015 2020-07-02 04:14:30,154 - mmaction - INFO - Epoch [84][900/940] lr: 3.049e-01, eta: 20:12:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1749, loss: 3.1749 2020-07-02 04:14:38,978 - mmaction - INFO - Epoch [84][920/940] lr: 3.049e-01, eta: 20:12:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1788, loss: 3.1788 2020-07-02 04:14:47,484 - mmaction - INFO - Epoch [84][940/940] lr: 3.049e-01, eta: 20:11:50, time: 0.426, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5747, loss_cls: 3.1066, loss: 3.1066 2020-07-02 04:14:47,799 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-02 04:15:02,804 - mmaction - INFO - Epoch [85][20/940] lr: 3.028e-01, eta: 20:11:50, time: 0.675, data_time: 0.221, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2218, loss: 3.2218 2020-07-02 04:15:11,652 - mmaction - INFO - Epoch [85][40/940] lr: 3.028e-01, eta: 20:11:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2087, loss: 3.2087 2020-07-02 04:15:20,538 - mmaction - INFO - Epoch [85][60/940] lr: 3.028e-01, eta: 20:11:32, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0646, loss: 3.0646 2020-07-02 04:15:30,242 - mmaction - INFO - Epoch [85][80/940] lr: 3.028e-01, eta: 20:11:24, time: 0.486, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.0849, loss: 3.0849 2020-07-02 04:15:39,106 - mmaction - INFO - Epoch [85][100/940] lr: 3.028e-01, eta: 20:11:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.1883, loss: 3.1883 2020-07-02 04:15:48,000 - mmaction - INFO - Epoch [85][120/940] lr: 3.028e-01, eta: 20:11:06, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2345, loss: 3.2345 2020-07-02 04:15:56,849 - mmaction - INFO - Epoch [85][140/940] lr: 3.028e-01, eta: 20:10:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0684, loss: 3.0684 2020-07-02 04:16:05,771 - mmaction - INFO - Epoch [85][160/940] lr: 3.028e-01, eta: 20:10:47, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0742, loss: 3.0742 2020-07-02 04:16:14,628 - mmaction - INFO - Epoch [85][180/940] lr: 3.028e-01, eta: 20:10:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5312, loss_cls: 3.1788, loss: 3.1788 2020-07-02 04:16:23,780 - mmaction - INFO - Epoch [85][200/940] lr: 3.028e-01, eta: 20:10:29, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1306, loss: 3.1306 2020-07-02 04:16:32,666 - mmaction - INFO - Epoch [85][220/940] lr: 3.028e-01, eta: 20:10:20, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0846, loss: 3.0846 2020-07-02 04:16:41,615 - mmaction - INFO - Epoch [85][240/940] lr: 3.028e-01, eta: 20:10:11, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5031, loss_cls: 3.3342, loss: 3.3342 2020-07-02 04:16:50,478 - mmaction - INFO - Epoch [85][260/940] lr: 3.028e-01, eta: 20:10:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9628, loss: 2.9628 2020-07-02 04:16:59,371 - mmaction - INFO - Epoch [85][280/940] lr: 3.028e-01, eta: 20:09:52, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5406, loss_cls: 3.2233, loss: 3.2233 2020-07-02 04:17:08,221 - mmaction - INFO - Epoch [85][300/940] lr: 3.028e-01, eta: 20:09:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 3.0674, loss: 3.0674 2020-07-02 04:17:17,165 - mmaction - INFO - Epoch [85][320/940] lr: 3.028e-01, eta: 20:09:34, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9446, loss: 2.9446 2020-07-02 04:17:25,988 - mmaction - INFO - Epoch [85][340/940] lr: 3.028e-01, eta: 20:09:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0425, loss: 3.0425 2020-07-02 04:17:34,969 - mmaction - INFO - Epoch [85][360/940] lr: 3.028e-01, eta: 20:09:16, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.5296, loss: 3.5296 2020-07-02 04:17:43,812 - mmaction - INFO - Epoch [85][380/940] lr: 3.028e-01, eta: 20:09:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.1617, loss: 3.1617 2020-07-02 04:17:52,721 - mmaction - INFO - Epoch [85][400/940] lr: 3.028e-01, eta: 20:08:57, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.0021, loss: 3.0021 2020-07-02 04:18:01,702 - mmaction - INFO - Epoch [85][420/940] lr: 3.028e-01, eta: 20:08:48, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.5305, loss: 3.5305 2020-07-02 04:18:10,539 - mmaction - INFO - Epoch [85][440/940] lr: 3.028e-01, eta: 20:08:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.5563, loss_cls: 3.1554, loss: 3.1554 2020-07-02 04:18:19,385 - mmaction - INFO - Epoch [85][460/940] lr: 3.028e-01, eta: 20:08:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9583, loss: 2.9583 2020-07-02 04:18:28,317 - mmaction - INFO - Epoch [85][480/940] lr: 3.028e-01, eta: 20:08:20, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9330, loss: 2.9330 2020-07-02 04:18:37,211 - mmaction - INFO - Epoch [85][500/940] lr: 3.028e-01, eta: 20:08:11, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1932, loss: 3.1932 2020-07-02 04:18:46,057 - mmaction - INFO - Epoch [85][520/940] lr: 3.028e-01, eta: 20:08:02, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.4197, loss: 3.4197 2020-07-02 04:18:54,852 - mmaction - INFO - Epoch [85][540/940] lr: 3.028e-01, eta: 20:07:52, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2732, loss: 3.2732 2020-07-02 04:19:03,714 - mmaction - INFO - Epoch [85][560/940] lr: 3.028e-01, eta: 20:07:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2619, loss: 3.2619 2020-07-02 04:19:12,663 - mmaction - INFO - Epoch [85][580/940] lr: 3.028e-01, eta: 20:07:34, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3231, loss: 3.3231 2020-07-02 04:19:21,480 - mmaction - INFO - Epoch [85][600/940] lr: 3.028e-01, eta: 20:07:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.2966, loss: 3.2966 2020-07-02 04:19:30,303 - mmaction - INFO - Epoch [85][620/940] lr: 3.028e-01, eta: 20:07:15, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 2.9867, loss: 2.9867 2020-07-02 04:19:39,186 - mmaction - INFO - Epoch [85][640/940] lr: 3.028e-01, eta: 20:07:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2160, loss: 3.2160 2020-07-02 04:19:48,051 - mmaction - INFO - Epoch [85][660/940] lr: 3.028e-01, eta: 20:06:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1660, loss: 3.1660 2020-07-02 04:19:56,881 - mmaction - INFO - Epoch [85][680/940] lr: 3.028e-01, eta: 20:06:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9372, loss: 2.9372 2020-07-02 04:20:05,756 - mmaction - INFO - Epoch [85][700/940] lr: 3.028e-01, eta: 20:06:38, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2313, loss: 3.2313 2020-07-02 04:20:14,572 - mmaction - INFO - Epoch [85][720/940] lr: 3.028e-01, eta: 20:06:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.6000, loss_cls: 3.0450, loss: 3.0450 2020-07-02 04:20:23,455 - mmaction - INFO - Epoch [85][740/940] lr: 3.028e-01, eta: 20:06:20, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5781, loss_cls: 3.3676, loss: 3.3676 2020-07-02 04:20:32,259 - mmaction - INFO - Epoch [85][760/940] lr: 3.028e-01, eta: 20:06:10, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0267, loss: 3.0267 2020-07-02 04:20:41,126 - mmaction - INFO - Epoch [85][780/940] lr: 3.028e-01, eta: 20:06:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0029, loss: 3.0029 2020-07-02 04:20:50,007 - mmaction - INFO - Epoch [85][800/940] lr: 3.028e-01, eta: 20:05:52, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2006, loss: 3.2006 2020-07-02 04:20:58,816 - mmaction - INFO - Epoch [85][820/940] lr: 3.028e-01, eta: 20:05:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2599, loss: 3.2599 2020-07-02 04:21:07,744 - mmaction - INFO - Epoch [85][840/940] lr: 3.028e-01, eta: 20:05:33, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2565, loss: 3.2565 2020-07-02 04:21:16,620 - mmaction - INFO - Epoch [85][860/940] lr: 3.028e-01, eta: 20:05:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1295, loss: 3.1295 2020-07-02 04:21:25,477 - mmaction - INFO - Epoch [85][880/940] lr: 3.028e-01, eta: 20:05:15, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.1806, loss: 3.1806 2020-07-02 04:21:34,319 - mmaction - INFO - Epoch [85][900/940] lr: 3.028e-01, eta: 20:05:06, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0233, loss: 3.0233 2020-07-02 04:21:43,119 - mmaction - INFO - Epoch [85][920/940] lr: 3.028e-01, eta: 20:04:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1894, loss: 3.1894 2020-07-02 04:21:51,584 - mmaction - INFO - Epoch [85][940/940] lr: 3.028e-01, eta: 20:04:46, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3052, top5_acc: 0.6429, loss_cls: 2.9287, loss: 2.9287 2020-07-02 04:22:09,164 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 04:22:10,035 - mmaction - INFO - top1_acc 0.3461 top5_acc 0.6203 2020-07-02 04:22:10,035 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 04:22:10,109 - mmaction - INFO - mean_acc 0.3459 2020-07-02 04:22:10,118 - mmaction - INFO - Epoch [85][940/940] lr: 3.028e-01, top1_acc: 0.3461, top5_acc: 0.6203, mean_class_accuracy: 0.3459 2020-07-02 04:22:23,006 - mmaction - INFO - Epoch [86][20/940] lr: 3.007e-01, eta: 20:04:45, time: 0.635, data_time: 0.192, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2514, loss: 3.2514 2020-07-02 04:22:31,882 - mmaction - INFO - Epoch [86][40/940] lr: 3.007e-01, eta: 20:04:35, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0991, loss: 3.0991 2020-07-02 04:22:40,709 - mmaction - INFO - Epoch [86][60/940] lr: 3.007e-01, eta: 20:04:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0899, loss: 3.0899 2020-07-02 04:22:49,636 - mmaction - INFO - Epoch [86][80/940] lr: 3.007e-01, eta: 20:04:17, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5844, loss_cls: 3.0416, loss: 3.0416 2020-07-02 04:22:58,861 - mmaction - INFO - Epoch [86][100/940] lr: 3.007e-01, eta: 20:04:08, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5719, loss_cls: 3.2806, loss: 3.2806 2020-07-02 04:23:07,791 - mmaction - INFO - Epoch [86][120/940] lr: 3.007e-01, eta: 20:03:59, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2202, loss: 3.2202 2020-07-02 04:23:17,130 - mmaction - INFO - Epoch [86][140/940] lr: 3.007e-01, eta: 20:03:51, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5938, loss_cls: 3.1997, loss: 3.1997 2020-07-02 04:23:25,992 - mmaction - INFO - Epoch [86][160/940] lr: 3.007e-01, eta: 20:03:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.0710, loss: 3.0710 2020-07-02 04:23:34,893 - mmaction - INFO - Epoch [86][180/940] lr: 3.007e-01, eta: 20:03:33, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1661, loss: 3.1661 2020-07-02 04:23:43,763 - mmaction - INFO - Epoch [86][200/940] lr: 3.007e-01, eta: 20:03:23, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1934, loss: 3.1934 2020-07-02 04:23:52,707 - mmaction - INFO - Epoch [86][220/940] lr: 3.007e-01, eta: 20:03:14, time: 0.450, data_time: 0.004, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.8582, loss: 2.8582 2020-07-02 04:24:01,567 - mmaction - INFO - Epoch [86][240/940] lr: 3.007e-01, eta: 20:03:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5000, loss_cls: 3.2133, loss: 3.2133 2020-07-02 04:24:10,937 - mmaction - INFO - Epoch [86][260/940] lr: 3.007e-01, eta: 20:02:57, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1100, loss: 3.1100 2020-07-02 04:24:19,783 - mmaction - INFO - Epoch [86][280/940] lr: 3.007e-01, eta: 20:02:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0375, loss: 3.0375 2020-07-02 04:24:28,649 - mmaction - INFO - Epoch [86][300/940] lr: 3.007e-01, eta: 20:02:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0978, loss: 3.0978 2020-07-02 04:24:37,515 - mmaction - INFO - Epoch [86][320/940] lr: 3.007e-01, eta: 20:02:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1456, loss: 3.1456 2020-07-02 04:24:46,377 - mmaction - INFO - Epoch [86][340/940] lr: 3.007e-01, eta: 20:02:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1749, loss: 3.1749 2020-07-02 04:24:55,256 - mmaction - INFO - Epoch [86][360/940] lr: 3.007e-01, eta: 20:02:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1821, loss: 3.1821 2020-07-02 04:25:04,108 - mmaction - INFO - Epoch [86][380/940] lr: 3.007e-01, eta: 20:02:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.0874, loss: 3.0874 2020-07-02 04:25:13,399 - mmaction - INFO - Epoch [86][400/940] lr: 3.007e-01, eta: 20:01:53, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.3085, loss: 3.3085 2020-07-02 04:25:22,417 - mmaction - INFO - Epoch [86][420/940] lr: 3.007e-01, eta: 20:01:44, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5813, loss_cls: 3.2034, loss: 3.2034 2020-07-02 04:25:31,325 - mmaction - INFO - Epoch [86][440/940] lr: 3.007e-01, eta: 20:01:35, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3106, loss: 3.3106 2020-07-02 04:25:40,191 - mmaction - INFO - Epoch [86][460/940] lr: 3.007e-01, eta: 20:01:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.0964, loss: 3.0964 2020-07-02 04:25:49,064 - mmaction - INFO - Epoch [86][480/940] lr: 3.007e-01, eta: 20:01:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5594, loss_cls: 3.0366, loss: 3.0366 2020-07-02 04:25:57,903 - mmaction - INFO - Epoch [86][500/940] lr: 3.007e-01, eta: 20:01:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 3.0229, loss: 3.0229 2020-07-02 04:26:06,798 - mmaction - INFO - Epoch [86][520/940] lr: 3.007e-01, eta: 20:00:58, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3392, loss: 3.3392 2020-07-02 04:26:15,598 - mmaction - INFO - Epoch [86][540/940] lr: 3.007e-01, eta: 20:00:48, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.9008, loss: 2.9008 2020-07-02 04:26:24,436 - mmaction - INFO - Epoch [86][560/940] lr: 3.007e-01, eta: 20:00:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.1032, loss: 3.1032 2020-07-02 04:26:33,253 - mmaction - INFO - Epoch [86][580/940] lr: 3.007e-01, eta: 20:00:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0323, loss: 3.0323 2020-07-02 04:26:42,130 - mmaction - INFO - Epoch [86][600/940] lr: 3.007e-01, eta: 20:00:20, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5938, loss_cls: 3.1193, loss: 3.1193 2020-07-02 04:26:51,040 - mmaction - INFO - Epoch [86][620/940] lr: 3.007e-01, eta: 20:00:11, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.1548, loss: 3.1548 2020-07-02 04:26:59,963 - mmaction - INFO - Epoch [86][640/940] lr: 3.007e-01, eta: 20:00:02, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.1266, loss: 3.1266 2020-07-02 04:27:08,800 - mmaction - INFO - Epoch [86][660/940] lr: 3.007e-01, eta: 19:59:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2510, loss: 3.2510 2020-07-02 04:27:17,636 - mmaction - INFO - Epoch [86][680/940] lr: 3.007e-01, eta: 19:59:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.0935, loss: 3.0935 2020-07-02 04:27:26,510 - mmaction - INFO - Epoch [86][700/940] lr: 3.007e-01, eta: 19:59:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6469, loss_cls: 2.9778, loss: 2.9778 2020-07-02 04:27:35,361 - mmaction - INFO - Epoch [86][720/940] lr: 3.007e-01, eta: 19:59:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.2810, loss: 3.2810 2020-07-02 04:27:44,284 - mmaction - INFO - Epoch [86][740/940] lr: 3.007e-01, eta: 19:59:16, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3645, loss: 3.3645 2020-07-02 04:27:53,061 - mmaction - INFO - Epoch [86][760/940] lr: 3.007e-01, eta: 19:59:06, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1382, loss: 3.1382 2020-07-02 04:28:01,924 - mmaction - INFO - Epoch [86][780/940] lr: 3.007e-01, eta: 19:58:57, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 3.0090, loss: 3.0090 2020-07-02 04:28:10,810 - mmaction - INFO - Epoch [86][800/940] lr: 3.007e-01, eta: 19:58:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2181, loss: 3.2181 2020-07-02 04:28:19,670 - mmaction - INFO - Epoch [86][820/940] lr: 3.007e-01, eta: 19:58:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6562, loss_cls: 2.8370, loss: 2.8370 2020-07-02 04:28:28,468 - mmaction - INFO - Epoch [86][840/940] lr: 3.007e-01, eta: 19:58:29, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.0594, loss: 3.0594 2020-07-02 04:28:37,287 - mmaction - INFO - Epoch [86][860/940] lr: 3.007e-01, eta: 19:58:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.8932, loss: 2.8932 2020-07-02 04:28:46,191 - mmaction - INFO - Epoch [86][880/940] lr: 3.007e-01, eta: 19:58:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1261, loss: 3.1261 2020-07-02 04:28:55,028 - mmaction - INFO - Epoch [86][900/940] lr: 3.007e-01, eta: 19:58:01, time: 0.443, data_time: 0.005, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.2128, loss: 3.2128 2020-07-02 04:29:03,895 - mmaction - INFO - Epoch [86][920/940] lr: 3.007e-01, eta: 19:57:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9722, loss: 2.9722 2020-07-02 04:29:12,380 - mmaction - INFO - Epoch [86][940/940] lr: 3.007e-01, eta: 19:57:42, time: 0.425, data_time: 0.003, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5909, loss_cls: 2.9731, loss: 2.9731 2020-07-02 04:29:27,186 - mmaction - INFO - Epoch [87][20/940] lr: 2.986e-01, eta: 19:57:44, time: 0.723, data_time: 0.268, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0496, loss: 3.0496 2020-07-02 04:29:36,065 - mmaction - INFO - Epoch [87][40/940] lr: 2.986e-01, eta: 19:57:35, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2862, loss: 3.2862 2020-07-02 04:29:44,933 - mmaction - INFO - Epoch [87][60/940] lr: 2.986e-01, eta: 19:57:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2162, loss: 3.2162 2020-07-02 04:29:53,799 - mmaction - INFO - Epoch [87][80/940] lr: 2.986e-01, eta: 19:57:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2639, loss: 3.2639 2020-07-02 04:30:02,652 - mmaction - INFO - Epoch [87][100/940] lr: 2.986e-01, eta: 19:57:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5469, loss_cls: 3.0682, loss: 3.0682 2020-07-02 04:30:11,542 - mmaction - INFO - Epoch [87][120/940] lr: 2.986e-01, eta: 19:56:58, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.2461, loss: 3.2461 2020-07-02 04:30:20,863 - mmaction - INFO - Epoch [87][140/940] lr: 2.986e-01, eta: 19:56:49, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0601, loss: 3.0601 2020-07-02 04:30:29,746 - mmaction - INFO - Epoch [87][160/940] lr: 2.986e-01, eta: 19:56:40, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9975, loss: 2.9975 2020-07-02 04:30:38,669 - mmaction - INFO - Epoch [87][180/940] lr: 2.986e-01, eta: 19:56:31, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1790, loss: 3.1790 2020-07-02 04:30:47,538 - mmaction - INFO - Epoch [87][200/940] lr: 2.986e-01, eta: 19:56:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9903, loss: 2.9903 2020-07-02 04:30:56,410 - mmaction - INFO - Epoch [87][220/940] lr: 2.986e-01, eta: 19:56:13, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1947, loss: 3.1947 2020-07-02 04:31:05,738 - mmaction - INFO - Epoch [87][240/940] lr: 2.986e-01, eta: 19:56:04, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1472, loss: 3.1472 2020-07-02 04:31:14,463 - mmaction - INFO - Epoch [87][260/940] lr: 2.986e-01, eta: 19:55:55, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0709, loss: 3.0709 2020-07-02 04:31:23,195 - mmaction - INFO - Epoch [87][280/940] lr: 2.986e-01, eta: 19:55:45, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.1791, loss: 3.1791 2020-07-02 04:31:32,052 - mmaction - INFO - Epoch [87][300/940] lr: 2.986e-01, eta: 19:55:36, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9853, loss: 2.9853 2020-07-02 04:31:40,989 - mmaction - INFO - Epoch [87][320/940] lr: 2.986e-01, eta: 19:55:27, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6094, loss_cls: 2.8485, loss: 2.8485 2020-07-02 04:31:49,866 - mmaction - INFO - Epoch [87][340/940] lr: 2.986e-01, eta: 19:55:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5656, loss_cls: 3.1472, loss: 3.1472 2020-07-02 04:31:58,697 - mmaction - INFO - Epoch [87][360/940] lr: 2.986e-01, eta: 19:55:08, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.0588, loss: 3.0588 2020-07-02 04:32:07,719 - mmaction - INFO - Epoch [87][380/940] lr: 2.986e-01, eta: 19:54:59, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2476, loss: 3.2476 2020-07-02 04:32:16,590 - mmaction - INFO - Epoch [87][400/940] lr: 2.986e-01, eta: 19:54:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9795, loss: 2.9795 2020-07-02 04:32:25,473 - mmaction - INFO - Epoch [87][420/940] lr: 2.986e-01, eta: 19:54:41, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2231, loss: 3.2231 2020-07-02 04:32:34,366 - mmaction - INFO - Epoch [87][440/940] lr: 2.986e-01, eta: 19:54:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.1554, loss: 3.1554 2020-07-02 04:32:43,205 - mmaction - INFO - Epoch [87][460/940] lr: 2.986e-01, eta: 19:54:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.2997, loss: 3.2997 2020-07-02 04:32:52,002 - mmaction - INFO - Epoch [87][480/940] lr: 2.986e-01, eta: 19:54:13, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1608, loss: 3.1608 2020-07-02 04:33:00,844 - mmaction - INFO - Epoch [87][500/940] lr: 2.986e-01, eta: 19:54:04, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1452, loss: 3.1452 2020-07-02 04:33:09,670 - mmaction - INFO - Epoch [87][520/940] lr: 2.986e-01, eta: 19:53:54, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5281, loss_cls: 3.2205, loss: 3.2205 2020-07-02 04:33:18,508 - mmaction - INFO - Epoch [87][540/940] lr: 2.986e-01, eta: 19:53:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1405, loss: 3.1405 2020-07-02 04:33:27,241 - mmaction - INFO - Epoch [87][560/940] lr: 2.986e-01, eta: 19:53:36, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.1316, loss: 3.1316 2020-07-02 04:33:36,081 - mmaction - INFO - Epoch [87][580/940] lr: 2.986e-01, eta: 19:53:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1327, loss: 3.1327 2020-07-02 04:33:44,860 - mmaction - INFO - Epoch [87][600/940] lr: 2.986e-01, eta: 19:53:17, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1057, loss: 3.1057 2020-07-02 04:33:53,692 - mmaction - INFO - Epoch [87][620/940] lr: 2.986e-01, eta: 19:53:07, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 3.0514, loss: 3.0514 2020-07-02 04:34:02,441 - mmaction - INFO - Epoch [87][640/940] lr: 2.986e-01, eta: 19:52:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.1240, loss: 3.1240 2020-07-02 04:34:11,269 - mmaction - INFO - Epoch [87][660/940] lr: 2.986e-01, eta: 19:52:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.1315, loss: 3.1315 2020-07-02 04:34:20,091 - mmaction - INFO - Epoch [87][680/940] lr: 2.986e-01, eta: 19:52:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1638, loss: 3.1638 2020-07-02 04:34:28,907 - mmaction - INFO - Epoch [87][700/940] lr: 2.986e-01, eta: 19:52:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2540, loss: 3.2540 2020-07-02 04:34:37,705 - mmaction - INFO - Epoch [87][720/940] lr: 2.986e-01, eta: 19:52:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3148, loss: 3.3148 2020-07-02 04:34:46,482 - mmaction - INFO - Epoch [87][740/940] lr: 2.986e-01, eta: 19:52:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2171, loss: 3.2171 2020-07-02 04:34:55,263 - mmaction - INFO - Epoch [87][760/940] lr: 2.986e-01, eta: 19:52:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.1081, loss: 3.1081 2020-07-02 04:35:04,477 - mmaction - INFO - Epoch [87][780/940] lr: 2.986e-01, eta: 19:51:53, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.0799, loss: 3.0799 2020-07-02 04:35:13,803 - mmaction - INFO - Epoch [87][800/940] lr: 2.986e-01, eta: 19:51:45, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1425, loss: 3.1425 2020-07-02 04:35:22,620 - mmaction - INFO - Epoch [87][820/940] lr: 2.986e-01, eta: 19:51:36, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.3547, loss: 3.3547 2020-07-02 04:35:31,427 - mmaction - INFO - Epoch [87][840/940] lr: 2.986e-01, eta: 19:51:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2271, loss: 3.2271 2020-07-02 04:35:40,308 - mmaction - INFO - Epoch [87][860/940] lr: 2.986e-01, eta: 19:51:17, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1013, loss: 3.1013 2020-07-02 04:35:49,122 - mmaction - INFO - Epoch [87][880/940] lr: 2.986e-01, eta: 19:51:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0306, loss: 3.0306 2020-07-02 04:35:57,979 - mmaction - INFO - Epoch [87][900/940] lr: 2.986e-01, eta: 19:50:58, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.3229, loss: 3.3229 2020-07-02 04:36:06,847 - mmaction - INFO - Epoch [87][920/940] lr: 2.986e-01, eta: 19:50:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 3.0440, loss: 3.0440 2020-07-02 04:36:15,229 - mmaction - INFO - Epoch [87][940/940] lr: 2.986e-01, eta: 19:50:39, time: 0.419, data_time: 0.000, memory: 6328, top1_acc: 0.2825, top5_acc: 0.5455, loss_cls: 3.3216, loss: 3.3216 2020-07-02 04:36:29,748 - mmaction - INFO - Epoch [88][20/940] lr: 2.964e-01, eta: 19:50:40, time: 0.708, data_time: 0.256, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1278, loss: 3.1278 2020-07-02 04:36:38,614 - mmaction - INFO - Epoch [88][40/940] lr: 2.964e-01, eta: 19:50:31, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1421, loss: 3.1421 2020-07-02 04:36:47,451 - mmaction - INFO - Epoch [88][60/940] lr: 2.964e-01, eta: 19:50:21, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3555, loss: 3.3555 2020-07-02 04:36:56,309 - mmaction - INFO - Epoch [88][80/940] lr: 2.964e-01, eta: 19:50:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1377, loss: 3.1377 2020-07-02 04:37:05,225 - mmaction - INFO - Epoch [88][100/940] lr: 2.964e-01, eta: 19:50:03, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1710, loss: 3.1710 2020-07-02 04:37:14,135 - mmaction - INFO - Epoch [88][120/940] lr: 2.964e-01, eta: 19:49:54, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0653, loss: 3.0653 2020-07-02 04:37:22,995 - mmaction - INFO - Epoch [88][140/940] lr: 2.964e-01, eta: 19:49:45, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.0867, loss: 3.0867 2020-07-02 04:37:31,862 - mmaction - INFO - Epoch [88][160/940] lr: 2.964e-01, eta: 19:49:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9870, loss: 2.9870 2020-07-02 04:37:40,769 - mmaction - INFO - Epoch [88][180/940] lr: 2.964e-01, eta: 19:49:26, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9672, loss: 2.9672 2020-07-02 04:37:49,666 - mmaction - INFO - Epoch [88][200/940] lr: 2.964e-01, eta: 19:49:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1427, loss: 3.1427 2020-07-02 04:37:58,594 - mmaction - INFO - Epoch [88][220/940] lr: 2.964e-01, eta: 19:49:08, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9501, loss: 2.9501 2020-07-02 04:38:07,469 - mmaction - INFO - Epoch [88][240/940] lr: 2.964e-01, eta: 19:48:59, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.2974, loss: 3.2974 2020-07-02 04:38:16,355 - mmaction - INFO - Epoch [88][260/940] lr: 2.964e-01, eta: 19:48:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0553, loss: 3.0553 2020-07-02 04:38:25,237 - mmaction - INFO - Epoch [88][280/940] lr: 2.964e-01, eta: 19:48:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1935, loss: 3.1935 2020-07-02 04:38:34,054 - mmaction - INFO - Epoch [88][300/940] lr: 2.964e-01, eta: 19:48:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.9686, loss: 2.9686 2020-07-02 04:38:42,916 - mmaction - INFO - Epoch [88][320/940] lr: 2.964e-01, eta: 19:48:22, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.1581, loss: 3.1581 2020-07-02 04:38:52,192 - mmaction - INFO - Epoch [88][340/940] lr: 2.964e-01, eta: 19:48:13, time: 0.465, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0413, loss: 3.0413 2020-07-02 04:39:01,266 - mmaction - INFO - Epoch [88][360/940] lr: 2.964e-01, eta: 19:48:04, time: 0.453, data_time: 0.010, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2034, loss: 3.2034 2020-07-02 04:39:10,201 - mmaction - INFO - Epoch [88][380/940] lr: 2.964e-01, eta: 19:47:55, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.0966, loss: 3.0966 2020-07-02 04:39:19,118 - mmaction - INFO - Epoch [88][400/940] lr: 2.964e-01, eta: 19:47:46, time: 0.447, data_time: 0.005, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3320, loss: 3.3320 2020-07-02 04:39:27,974 - mmaction - INFO - Epoch [88][420/940] lr: 2.964e-01, eta: 19:47:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.0521, loss: 3.0521 2020-07-02 04:39:36,868 - mmaction - INFO - Epoch [88][440/940] lr: 2.964e-01, eta: 19:47:28, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.8563, loss: 2.8563 2020-07-02 04:39:45,689 - mmaction - INFO - Epoch [88][460/940] lr: 2.964e-01, eta: 19:47:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9770, loss: 2.9770 2020-07-02 04:39:54,591 - mmaction - INFO - Epoch [88][480/940] lr: 2.964e-01, eta: 19:47:09, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0035, loss: 3.0035 2020-07-02 04:40:03,479 - mmaction - INFO - Epoch [88][500/940] lr: 2.964e-01, eta: 19:47:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.3026, loss: 3.3026 2020-07-02 04:40:12,346 - mmaction - INFO - Epoch [88][520/940] lr: 2.964e-01, eta: 19:46:51, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.3171, loss: 3.3171 2020-07-02 04:40:21,304 - mmaction - INFO - Epoch [88][540/940] lr: 2.964e-01, eta: 19:46:42, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0057, loss: 3.0057 2020-07-02 04:40:30,119 - mmaction - INFO - Epoch [88][560/940] lr: 2.964e-01, eta: 19:46:32, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.1534, loss: 3.1534 2020-07-02 04:40:39,039 - mmaction - INFO - Epoch [88][580/940] lr: 2.964e-01, eta: 19:46:23, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0143, loss: 3.0143 2020-07-02 04:40:47,883 - mmaction - INFO - Epoch [88][600/940] lr: 2.964e-01, eta: 19:46:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 2.9923, loss: 2.9923 2020-07-02 04:40:56,701 - mmaction - INFO - Epoch [88][620/940] lr: 2.964e-01, eta: 19:46:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9489, loss: 2.9489 2020-07-02 04:41:05,493 - mmaction - INFO - Epoch [88][640/940] lr: 2.964e-01, eta: 19:45:55, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.2796, loss: 3.2796 2020-07-02 04:41:14,363 - mmaction - INFO - Epoch [88][660/940] lr: 2.964e-01, eta: 19:45:46, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1281, loss: 3.1281 2020-07-02 04:41:23,245 - mmaction - INFO - Epoch [88][680/940] lr: 2.964e-01, eta: 19:45:37, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1589, loss: 3.1589 2020-07-02 04:41:32,094 - mmaction - INFO - Epoch [88][700/940] lr: 2.964e-01, eta: 19:45:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1827, loss: 3.1827 2020-07-02 04:41:40,905 - mmaction - INFO - Epoch [88][720/940] lr: 2.964e-01, eta: 19:45:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1460, loss: 3.1460 2020-07-02 04:41:49,796 - mmaction - INFO - Epoch [88][740/940] lr: 2.964e-01, eta: 19:45:09, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.2653, loss: 3.2653 2020-07-02 04:41:58,687 - mmaction - INFO - Epoch [88][760/940] lr: 2.964e-01, eta: 19:45:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1570, loss: 3.1570 2020-07-02 04:42:07,559 - mmaction - INFO - Epoch [88][780/940] lr: 2.964e-01, eta: 19:44:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0838, loss: 3.0838 2020-07-02 04:42:16,400 - mmaction - INFO - Epoch [88][800/940] lr: 2.964e-01, eta: 19:44:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.9684, loss: 2.9684 2020-07-02 04:42:25,395 - mmaction - INFO - Epoch [88][820/940] lr: 2.964e-01, eta: 19:44:32, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.2404, loss: 3.2404 2020-07-02 04:42:34,310 - mmaction - INFO - Epoch [88][840/940] lr: 2.964e-01, eta: 19:44:23, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6031, loss_cls: 2.9466, loss: 2.9466 2020-07-02 04:42:43,196 - mmaction - INFO - Epoch [88][860/940] lr: 2.964e-01, eta: 19:44:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1329, loss: 3.1329 2020-07-02 04:42:52,029 - mmaction - INFO - Epoch [88][880/940] lr: 2.964e-01, eta: 19:44:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.3090, loss: 3.3090 2020-07-02 04:43:00,855 - mmaction - INFO - Epoch [88][900/940] lr: 2.964e-01, eta: 19:43:55, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.0558, loss: 3.0558 2020-07-02 04:43:09,672 - mmaction - INFO - Epoch [88][920/940] lr: 2.964e-01, eta: 19:43:46, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.1265, loss: 3.1265 2020-07-02 04:43:18,069 - mmaction - INFO - Epoch [88][940/940] lr: 2.964e-01, eta: 19:43:36, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.3442, top5_acc: 0.6266, loss_cls: 2.9674, loss: 2.9674 2020-07-02 04:43:18,355 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-02 04:43:33,393 - mmaction - INFO - Epoch [89][20/940] lr: 2.943e-01, eta: 19:43:36, time: 0.685, data_time: 0.188, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.2028, loss: 3.2028 2020-07-02 04:43:42,309 - mmaction - INFO - Epoch [89][40/940] lr: 2.943e-01, eta: 19:43:27, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5625, loss_cls: 3.1778, loss: 3.1778 2020-07-02 04:43:51,198 - mmaction - INFO - Epoch [89][60/940] lr: 2.943e-01, eta: 19:43:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6250, loss_cls: 2.9407, loss: 2.9407 2020-07-02 04:44:00,045 - mmaction - INFO - Epoch [89][80/940] lr: 2.943e-01, eta: 19:43:08, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 3.0408, loss: 3.0408 2020-07-02 04:44:08,938 - mmaction - INFO - Epoch [89][100/940] lr: 2.943e-01, eta: 19:42:59, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8868, loss: 2.8868 2020-07-02 04:44:17,815 - mmaction - INFO - Epoch [89][120/940] lr: 2.943e-01, eta: 19:42:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9969, loss: 2.9969 2020-07-02 04:44:26,853 - mmaction - INFO - Epoch [89][140/940] lr: 2.943e-01, eta: 19:42:41, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.0620, loss: 3.0620 2020-07-02 04:44:35,824 - mmaction - INFO - Epoch [89][160/940] lr: 2.943e-01, eta: 19:42:32, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.0904, loss: 3.0904 2020-07-02 04:44:44,710 - mmaction - INFO - Epoch [89][180/940] lr: 2.943e-01, eta: 19:42:23, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5719, loss_cls: 3.2383, loss: 3.2383 2020-07-02 04:44:53,580 - mmaction - INFO - Epoch [89][200/940] lr: 2.943e-01, eta: 19:42:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9389, loss: 2.9389 2020-07-02 04:45:02,416 - mmaction - INFO - Epoch [89][220/940] lr: 2.943e-01, eta: 19:42:04, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1419, loss: 3.1419 2020-07-02 04:45:11,318 - mmaction - INFO - Epoch [89][240/940] lr: 2.943e-01, eta: 19:41:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.2298, loss: 3.2298 2020-07-02 04:45:20,186 - mmaction - INFO - Epoch [89][260/940] lr: 2.943e-01, eta: 19:41:46, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.3519, loss: 3.3519 2020-07-02 04:45:29,071 - mmaction - INFO - Epoch [89][280/940] lr: 2.943e-01, eta: 19:41:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3096, loss: 3.3096 2020-07-02 04:45:37,949 - mmaction - INFO - Epoch [89][300/940] lr: 2.943e-01, eta: 19:41:27, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5406, loss_cls: 3.3148, loss: 3.3148 2020-07-02 04:45:46,851 - mmaction - INFO - Epoch [89][320/940] lr: 2.943e-01, eta: 19:41:18, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9405, loss: 2.9405 2020-07-02 04:45:55,708 - mmaction - INFO - Epoch [89][340/940] lr: 2.943e-01, eta: 19:41:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.9384, loss: 2.9384 2020-07-02 04:46:04,583 - mmaction - INFO - Epoch [89][360/940] lr: 2.943e-01, eta: 19:41:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0654, loss: 3.0654 2020-07-02 04:46:13,423 - mmaction - INFO - Epoch [89][380/940] lr: 2.943e-01, eta: 19:40:50, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.1614, loss: 3.1614 2020-07-02 04:46:22,316 - mmaction - INFO - Epoch [89][400/940] lr: 2.943e-01, eta: 19:40:41, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1661, loss: 3.1661 2020-07-02 04:46:31,256 - mmaction - INFO - Epoch [89][420/940] lr: 2.943e-01, eta: 19:40:32, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.1494, loss: 3.1494 2020-07-02 04:46:40,090 - mmaction - INFO - Epoch [89][440/940] lr: 2.943e-01, eta: 19:40:23, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2511, loss: 3.2511 2020-07-02 04:46:48,942 - mmaction - INFO - Epoch [89][460/940] lr: 2.943e-01, eta: 19:40:13, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.0474, loss: 3.0474 2020-07-02 04:46:57,863 - mmaction - INFO - Epoch [89][480/940] lr: 2.943e-01, eta: 19:40:04, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.1612, loss: 3.1612 2020-07-02 04:47:06,712 - mmaction - INFO - Epoch [89][500/940] lr: 2.943e-01, eta: 19:39:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0991, loss: 3.0991 2020-07-02 04:47:15,572 - mmaction - INFO - Epoch [89][520/940] lr: 2.943e-01, eta: 19:39:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0629, loss: 3.0629 2020-07-02 04:47:24,543 - mmaction - INFO - Epoch [89][540/940] lr: 2.943e-01, eta: 19:39:37, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0473, loss: 3.0473 2020-07-02 04:47:33,375 - mmaction - INFO - Epoch [89][560/940] lr: 2.943e-01, eta: 19:39:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5844, loss_cls: 3.1154, loss: 3.1154 2020-07-02 04:47:42,232 - mmaction - INFO - Epoch [89][580/940] lr: 2.943e-01, eta: 19:39:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0783, loss: 3.0783 2020-07-02 04:47:51,205 - mmaction - INFO - Epoch [89][600/940] lr: 2.943e-01, eta: 19:39:09, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0769, loss: 3.0769 2020-07-02 04:48:00,036 - mmaction - INFO - Epoch [89][620/940] lr: 2.943e-01, eta: 19:39:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2146, loss: 3.2146 2020-07-02 04:48:08,927 - mmaction - INFO - Epoch [89][640/940] lr: 2.943e-01, eta: 19:38:51, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0301, loss: 3.0301 2020-07-02 04:48:18,184 - mmaction - INFO - Epoch [89][660/940] lr: 2.943e-01, eta: 19:38:42, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0309, loss: 3.0309 2020-07-02 04:48:26,973 - mmaction - INFO - Epoch [89][680/940] lr: 2.943e-01, eta: 19:38:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1126, loss: 3.1126 2020-07-02 04:48:35,866 - mmaction - INFO - Epoch [89][700/940] lr: 2.943e-01, eta: 19:38:24, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5938, loss_cls: 3.0533, loss: 3.0533 2020-07-02 04:48:44,711 - mmaction - INFO - Epoch [89][720/940] lr: 2.943e-01, eta: 19:38:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2807, loss: 3.2807 2020-07-02 04:48:53,570 - mmaction - INFO - Epoch [89][740/940] lr: 2.943e-01, eta: 19:38:05, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2339, loss: 3.2339 2020-07-02 04:49:02,439 - mmaction - INFO - Epoch [89][760/940] lr: 2.943e-01, eta: 19:37:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1345, loss: 3.1345 2020-07-02 04:49:11,333 - mmaction - INFO - Epoch [89][780/940] lr: 2.943e-01, eta: 19:37:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5469, loss_cls: 3.1884, loss: 3.1884 2020-07-02 04:49:20,202 - mmaction - INFO - Epoch [89][800/940] lr: 2.943e-01, eta: 19:37:37, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.1858, loss: 3.1858 2020-07-02 04:49:29,504 - mmaction - INFO - Epoch [89][820/940] lr: 2.943e-01, eta: 19:37:29, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.2286, loss: 3.2286 2020-07-02 04:49:38,755 - mmaction - INFO - Epoch [89][840/940] lr: 2.943e-01, eta: 19:37:20, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.1629, loss: 3.1629 2020-07-02 04:49:47,649 - mmaction - INFO - Epoch [89][860/940] lr: 2.943e-01, eta: 19:37:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1833, loss: 3.1833 2020-07-02 04:49:56,484 - mmaction - INFO - Epoch [89][880/940] lr: 2.943e-01, eta: 19:37:02, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0824, loss: 3.0824 2020-07-02 04:50:05,368 - mmaction - INFO - Epoch [89][900/940] lr: 2.943e-01, eta: 19:36:53, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.2660, loss: 3.2660 2020-07-02 04:50:14,263 - mmaction - INFO - Epoch [89][920/940] lr: 2.943e-01, eta: 19:36:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6156, loss_cls: 2.9582, loss: 2.9582 2020-07-02 04:50:22,669 - mmaction - INFO - Epoch [89][940/940] lr: 2.943e-01, eta: 19:36:34, time: 0.423, data_time: 0.003, memory: 6328, top1_acc: 0.3279, top5_acc: 0.5942, loss_cls: 3.0598, loss: 3.0598 2020-07-02 04:50:37,660 - mmaction - INFO - Epoch [90][20/940] lr: 2.921e-01, eta: 19:36:35, time: 0.733, data_time: 0.282, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1390, loss: 3.1390 2020-07-02 04:50:46,614 - mmaction - INFO - Epoch [90][40/940] lr: 2.921e-01, eta: 19:36:26, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1872, loss: 3.1872 2020-07-02 04:50:55,481 - mmaction - INFO - Epoch [90][60/940] lr: 2.921e-01, eta: 19:36:17, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8238, loss: 2.8238 2020-07-02 04:51:04,788 - mmaction - INFO - Epoch [90][80/940] lr: 2.921e-01, eta: 19:36:08, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9866, loss: 2.9866 2020-07-02 04:51:13,646 - mmaction - INFO - Epoch [90][100/940] lr: 2.921e-01, eta: 19:35:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 3.0366, loss: 3.0366 2020-07-02 04:51:22,533 - mmaction - INFO - Epoch [90][120/940] lr: 2.921e-01, eta: 19:35:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1277, loss: 3.1277 2020-07-02 04:51:31,431 - mmaction - INFO - Epoch [90][140/940] lr: 2.921e-01, eta: 19:35:41, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.5172, loss: 3.5172 2020-07-02 04:51:40,292 - mmaction - INFO - Epoch [90][160/940] lr: 2.921e-01, eta: 19:35:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1830, loss: 3.1830 2020-07-02 04:51:49,171 - mmaction - INFO - Epoch [90][180/940] lr: 2.921e-01, eta: 19:35:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5750, loss_cls: 3.1600, loss: 3.1600 2020-07-02 04:51:58,072 - mmaction - INFO - Epoch [90][200/940] lr: 2.921e-01, eta: 19:35:13, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1198, loss: 3.1198 2020-07-02 04:52:07,360 - mmaction - INFO - Epoch [90][220/940] lr: 2.921e-01, eta: 19:35:05, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0769, loss: 3.0769 2020-07-02 04:52:16,215 - mmaction - INFO - Epoch [90][240/940] lr: 2.921e-01, eta: 19:34:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.2074, loss: 3.2074 2020-07-02 04:52:25,162 - mmaction - INFO - Epoch [90][260/940] lr: 2.921e-01, eta: 19:34:46, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.8408, loss: 2.8408 2020-07-02 04:52:34,020 - mmaction - INFO - Epoch [90][280/940] lr: 2.921e-01, eta: 19:34:37, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.0122, loss: 3.0122 2020-07-02 04:52:42,914 - mmaction - INFO - Epoch [90][300/940] lr: 2.921e-01, eta: 19:34:28, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9779, loss: 2.9779 2020-07-02 04:52:51,736 - mmaction - INFO - Epoch [90][320/940] lr: 2.921e-01, eta: 19:34:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 2.9578, loss: 2.9578 2020-07-02 04:53:00,621 - mmaction - INFO - Epoch [90][340/940] lr: 2.921e-01, eta: 19:34:09, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9107, loss: 2.9107 2020-07-02 04:53:09,495 - mmaction - INFO - Epoch [90][360/940] lr: 2.921e-01, eta: 19:34:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.1187, loss: 3.1187 2020-07-02 04:53:18,356 - mmaction - INFO - Epoch [90][380/940] lr: 2.921e-01, eta: 19:33:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1012, loss: 3.1012 2020-07-02 04:53:27,164 - mmaction - INFO - Epoch [90][400/940] lr: 2.921e-01, eta: 19:33:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1479, loss: 3.1479 2020-07-02 04:53:36,081 - mmaction - INFO - Epoch [90][420/940] lr: 2.921e-01, eta: 19:33:32, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5719, loss_cls: 3.0383, loss: 3.0383 2020-07-02 04:53:44,985 - mmaction - INFO - Epoch [90][440/940] lr: 2.921e-01, eta: 19:33:23, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1595, loss: 3.1595 2020-07-02 04:53:53,866 - mmaction - INFO - Epoch [90][460/940] lr: 2.921e-01, eta: 19:33:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.2310, loss: 3.2310 2020-07-02 04:54:02,830 - mmaction - INFO - Epoch [90][480/940] lr: 2.921e-01, eta: 19:33:05, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2533, loss: 3.2533 2020-07-02 04:54:11,658 - mmaction - INFO - Epoch [90][500/940] lr: 2.921e-01, eta: 19:32:56, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0220, loss: 3.0220 2020-07-02 04:54:20,548 - mmaction - INFO - Epoch [90][520/940] lr: 2.921e-01, eta: 19:32:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.0867, loss: 3.0867 2020-07-02 04:54:29,450 - mmaction - INFO - Epoch [90][540/940] lr: 2.921e-01, eta: 19:32:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.2261, loss: 3.2261 2020-07-02 04:54:38,297 - mmaction - INFO - Epoch [90][560/940] lr: 2.921e-01, eta: 19:32:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.2562, loss: 3.2562 2020-07-02 04:54:47,246 - mmaction - INFO - Epoch [90][580/940] lr: 2.921e-01, eta: 19:32:19, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.1069, loss: 3.1069 2020-07-02 04:54:56,065 - mmaction - INFO - Epoch [90][600/940] lr: 2.921e-01, eta: 19:32:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1249, loss: 3.1249 2020-07-02 04:55:04,911 - mmaction - INFO - Epoch [90][620/940] lr: 2.921e-01, eta: 19:32:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1392, loss: 3.1392 2020-07-02 04:55:13,751 - mmaction - INFO - Epoch [90][640/940] lr: 2.921e-01, eta: 19:31:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5062, loss_cls: 3.3674, loss: 3.3674 2020-07-02 04:55:22,631 - mmaction - INFO - Epoch [90][660/940] lr: 2.921e-01, eta: 19:31:42, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5656, loss_cls: 3.2696, loss: 3.2696 2020-07-02 04:55:31,461 - mmaction - INFO - Epoch [90][680/940] lr: 2.921e-01, eta: 19:31:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.0620, loss: 3.0620 2020-07-02 04:55:40,309 - mmaction - INFO - Epoch [90][700/940] lr: 2.921e-01, eta: 19:31:23, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 2.9952, loss: 2.9952 2020-07-02 04:55:49,180 - mmaction - INFO - Epoch [90][720/940] lr: 2.921e-01, eta: 19:31:14, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.0984, loss: 3.0984 2020-07-02 04:55:58,103 - mmaction - INFO - Epoch [90][740/940] lr: 2.921e-01, eta: 19:31:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0845, loss: 3.0845 2020-07-02 04:56:07,106 - mmaction - INFO - Epoch [90][760/940] lr: 2.921e-01, eta: 19:30:56, time: 0.452, data_time: 0.011, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1426, loss: 3.1426 2020-07-02 04:56:15,959 - mmaction - INFO - Epoch [90][780/940] lr: 2.921e-01, eta: 19:30:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.0187, loss: 3.0187 2020-07-02 04:56:24,783 - mmaction - INFO - Epoch [90][800/940] lr: 2.921e-01, eta: 19:30:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2253, loss: 3.2253 2020-07-02 04:56:33,729 - mmaction - INFO - Epoch [90][820/940] lr: 2.921e-01, eta: 19:30:28, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2237, loss: 3.2237 2020-07-02 04:56:43,015 - mmaction - INFO - Epoch [90][840/940] lr: 2.921e-01, eta: 19:30:20, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.9346, loss: 2.9346 2020-07-02 04:56:51,861 - mmaction - INFO - Epoch [90][860/940] lr: 2.921e-01, eta: 19:30:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1738, loss: 3.1738 2020-07-02 04:57:00,832 - mmaction - INFO - Epoch [90][880/940] lr: 2.921e-01, eta: 19:30:02, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9635, loss: 2.9635 2020-07-02 04:57:09,806 - mmaction - INFO - Epoch [90][900/940] lr: 2.921e-01, eta: 19:29:53, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.2050, loss: 3.2050 2020-07-02 04:57:18,739 - mmaction - INFO - Epoch [90][920/940] lr: 2.921e-01, eta: 19:29:43, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1794, loss: 3.1794 2020-07-02 04:57:27,165 - mmaction - INFO - Epoch [90][940/940] lr: 2.921e-01, eta: 19:29:33, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2987, top5_acc: 0.5162, loss_cls: 3.3289, loss: 3.3289 2020-07-02 04:57:44,645 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 04:57:45,523 - mmaction - INFO - top1_acc 0.3608 top5_acc 0.6340 2020-07-02 04:57:45,523 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 04:57:45,581 - mmaction - INFO - mean_acc 0.3607 2020-07-02 04:57:45,590 - mmaction - INFO - Epoch [90][940/940] lr: 2.921e-01, top1_acc: 0.3608, top5_acc: 0.6340, mean_class_accuracy: 0.3607 2020-07-02 04:57:58,395 - mmaction - INFO - Epoch [91][20/940] lr: 2.899e-01, eta: 19:29:31, time: 0.639, data_time: 0.198, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2094, loss: 3.2094 2020-07-02 04:58:07,257 - mmaction - INFO - Epoch [91][40/940] lr: 2.899e-01, eta: 19:29:22, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1728, loss: 3.1728 2020-07-02 04:58:16,133 - mmaction - INFO - Epoch [91][60/940] lr: 2.899e-01, eta: 19:29:13, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0372, loss: 3.0372 2020-07-02 04:58:25,154 - mmaction - INFO - Epoch [91][80/940] lr: 2.899e-01, eta: 19:29:04, time: 0.451, data_time: 0.010, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 2.9788, loss: 2.9788 2020-07-02 04:58:33,988 - mmaction - INFO - Epoch [91][100/940] lr: 2.899e-01, eta: 19:28:55, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0899, loss: 3.0899 2020-07-02 04:58:42,876 - mmaction - INFO - Epoch [91][120/940] lr: 2.899e-01, eta: 19:28:46, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.1349, loss: 3.1349 2020-07-02 04:58:51,752 - mmaction - INFO - Epoch [91][140/940] lr: 2.899e-01, eta: 19:28:36, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9826, loss: 2.9826 2020-07-02 04:59:00,564 - mmaction - INFO - Epoch [91][160/940] lr: 2.899e-01, eta: 19:28:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.0053, loss: 3.0053 2020-07-02 04:59:09,433 - mmaction - INFO - Epoch [91][180/940] lr: 2.899e-01, eta: 19:28:18, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 2.9889, loss: 2.9889 2020-07-02 04:59:18,297 - mmaction - INFO - Epoch [91][200/940] lr: 2.899e-01, eta: 19:28:09, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2179, loss: 3.2179 2020-07-02 04:59:27,185 - mmaction - INFO - Epoch [91][220/940] lr: 2.899e-01, eta: 19:27:59, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0960, loss: 3.0960 2020-07-02 04:59:36,050 - mmaction - INFO - Epoch [91][240/940] lr: 2.899e-01, eta: 19:27:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0330, loss: 3.0330 2020-07-02 04:59:44,906 - mmaction - INFO - Epoch [91][260/940] lr: 2.899e-01, eta: 19:27:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1196, loss: 3.1196 2020-07-02 04:59:53,794 - mmaction - INFO - Epoch [91][280/940] lr: 2.899e-01, eta: 19:27:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.0263, loss: 3.0263 2020-07-02 05:00:07,478 - mmaction - INFO - Epoch [91][300/940] lr: 2.899e-01, eta: 19:27:31, time: 0.672, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9378, loss: 2.9378 2020-07-02 05:00:18,645 - mmaction - INFO - Epoch [91][320/940] lr: 2.899e-01, eta: 19:27:26, time: 0.570, data_time: 0.018, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.3103, loss: 3.3103 2020-07-02 05:00:27,560 - mmaction - INFO - Epoch [91][340/940] lr: 2.899e-01, eta: 19:27:17, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5813, loss_cls: 3.1700, loss: 3.1700 2020-07-02 05:00:36,448 - mmaction - INFO - Epoch [91][360/940] lr: 2.899e-01, eta: 19:27:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.4906, loss_cls: 3.3671, loss: 3.3671 2020-07-02 05:00:45,322 - mmaction - INFO - Epoch [91][380/940] lr: 2.899e-01, eta: 19:26:59, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5938, loss_cls: 3.0126, loss: 3.0126 2020-07-02 05:00:54,224 - mmaction - INFO - Epoch [91][400/940] lr: 2.899e-01, eta: 19:26:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0977, loss: 3.0977 2020-07-02 05:01:03,151 - mmaction - INFO - Epoch [91][420/940] lr: 2.899e-01, eta: 19:26:40, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9255, loss: 2.9255 2020-07-02 05:01:12,022 - mmaction - INFO - Epoch [91][440/940] lr: 2.899e-01, eta: 19:26:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9335, loss: 2.9335 2020-07-02 05:01:20,903 - mmaction - INFO - Epoch [91][460/940] lr: 2.899e-01, eta: 19:26:22, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1044, loss: 3.1044 2020-07-02 05:01:29,829 - mmaction - INFO - Epoch [91][480/940] lr: 2.899e-01, eta: 19:26:13, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.2342, loss: 3.2342 2020-07-02 05:01:39,131 - mmaction - INFO - Epoch [91][500/940] lr: 2.899e-01, eta: 19:26:04, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.2427, loss: 3.2427 2020-07-02 05:01:48,063 - mmaction - INFO - Epoch [91][520/940] lr: 2.899e-01, eta: 19:25:55, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0770, loss: 3.0770 2020-07-02 05:01:56,910 - mmaction - INFO - Epoch [91][540/940] lr: 2.899e-01, eta: 19:25:46, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3561, loss: 3.3561 2020-07-02 05:02:05,814 - mmaction - INFO - Epoch [91][560/940] lr: 2.899e-01, eta: 19:25:37, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1601, loss: 3.1601 2020-07-02 05:02:14,684 - mmaction - INFO - Epoch [91][580/940] lr: 2.899e-01, eta: 19:25:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5312, loss_cls: 3.1594, loss: 3.1594 2020-07-02 05:02:23,491 - mmaction - INFO - Epoch [91][600/940] lr: 2.899e-01, eta: 19:25:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1476, loss: 3.1476 2020-07-02 05:02:32,394 - mmaction - INFO - Epoch [91][620/940] lr: 2.899e-01, eta: 19:25:09, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.3648, loss: 3.3648 2020-07-02 05:02:41,253 - mmaction - INFO - Epoch [91][640/940] lr: 2.899e-01, eta: 19:25:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1499, loss: 3.1499 2020-07-02 05:02:50,115 - mmaction - INFO - Epoch [91][660/940] lr: 2.899e-01, eta: 19:24:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8244, loss: 2.8244 2020-07-02 05:02:59,024 - mmaction - INFO - Epoch [91][680/940] lr: 2.899e-01, eta: 19:24:41, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.2451, loss: 3.2451 2020-07-02 05:03:07,832 - mmaction - INFO - Epoch [91][700/940] lr: 2.899e-01, eta: 19:24:32, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.0766, loss: 3.0766 2020-07-02 05:03:16,779 - mmaction - INFO - Epoch [91][720/940] lr: 2.899e-01, eta: 19:24:23, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0940, loss: 3.0940 2020-07-02 05:03:25,580 - mmaction - INFO - Epoch [91][740/940] lr: 2.899e-01, eta: 19:24:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5813, loss_cls: 3.1822, loss: 3.1822 2020-07-02 05:03:34,497 - mmaction - INFO - Epoch [91][760/940] lr: 2.899e-01, eta: 19:24:05, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 3.0158, loss: 3.0158 2020-07-02 05:03:43,355 - mmaction - INFO - Epoch [91][780/940] lr: 2.899e-01, eta: 19:23:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1630, loss: 3.1630 2020-07-02 05:03:52,193 - mmaction - INFO - Epoch [91][800/940] lr: 2.899e-01, eta: 19:23:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2459, loss: 3.2459 2020-07-02 05:04:01,022 - mmaction - INFO - Epoch [91][820/940] lr: 2.899e-01, eta: 19:23:37, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3359, loss: 3.3359 2020-07-02 05:04:09,889 - mmaction - INFO - Epoch [91][840/940] lr: 2.899e-01, eta: 19:23:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9817, loss: 2.9817 2020-07-02 05:04:18,766 - mmaction - INFO - Epoch [91][860/940] lr: 2.899e-01, eta: 19:23:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.0806, loss: 3.0806 2020-07-02 05:04:27,579 - mmaction - INFO - Epoch [91][880/940] lr: 2.899e-01, eta: 19:23:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2651, loss: 3.2651 2020-07-02 05:04:36,505 - mmaction - INFO - Epoch [91][900/940] lr: 2.899e-01, eta: 19:23:00, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.2142, loss: 3.2142 2020-07-02 05:04:45,311 - mmaction - INFO - Epoch [91][920/940] lr: 2.899e-01, eta: 19:22:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.3112, loss: 3.3112 2020-07-02 05:04:53,777 - mmaction - INFO - Epoch [91][940/940] lr: 2.899e-01, eta: 19:22:41, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.2825, top5_acc: 0.4903, loss_cls: 3.3913, loss: 3.3913 2020-07-02 05:05:11,659 - mmaction - INFO - Epoch [92][20/940] lr: 2.877e-01, eta: 19:22:47, time: 0.876, data_time: 0.401, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5469, loss_cls: 3.1362, loss: 3.1362 2020-07-02 05:05:20,550 - mmaction - INFO - Epoch [92][40/940] lr: 2.877e-01, eta: 19:22:38, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1224, loss: 3.1224 2020-07-02 05:05:29,402 - mmaction - INFO - Epoch [92][60/940] lr: 2.877e-01, eta: 19:22:29, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.1620, loss: 3.1620 2020-07-02 05:05:38,233 - mmaction - INFO - Epoch [92][80/940] lr: 2.877e-01, eta: 19:22:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.0579, loss: 3.0579 2020-07-02 05:05:47,132 - mmaction - INFO - Epoch [92][100/940] lr: 2.877e-01, eta: 19:22:10, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0701, loss: 3.0701 2020-07-02 05:05:56,111 - mmaction - INFO - Epoch [92][120/940] lr: 2.877e-01, eta: 19:22:01, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.3000, loss: 3.3000 2020-07-02 05:06:04,970 - mmaction - INFO - Epoch [92][140/940] lr: 2.877e-01, eta: 19:21:52, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.0862, loss: 3.0862 2020-07-02 05:06:13,899 - mmaction - INFO - Epoch [92][160/940] lr: 2.877e-01, eta: 19:21:43, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9602, loss: 2.9602 2020-07-02 05:06:22,829 - mmaction - INFO - Epoch [92][180/940] lr: 2.877e-01, eta: 19:21:34, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8835, loss: 2.8835 2020-07-02 05:06:31,765 - mmaction - INFO - Epoch [92][200/940] lr: 2.877e-01, eta: 19:21:24, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1430, loss: 3.1430 2020-07-02 05:06:40,650 - mmaction - INFO - Epoch [92][220/940] lr: 2.877e-01, eta: 19:21:15, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1306, loss: 3.1306 2020-07-02 05:06:49,486 - mmaction - INFO - Epoch [92][240/940] lr: 2.877e-01, eta: 19:21:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1122, loss: 3.1122 2020-07-02 05:06:58,389 - mmaction - INFO - Epoch [92][260/940] lr: 2.877e-01, eta: 19:20:57, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1360, loss: 3.1360 2020-07-02 05:07:07,286 - mmaction - INFO - Epoch [92][280/940] lr: 2.877e-01, eta: 19:20:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1982, loss: 3.1982 2020-07-02 05:07:16,122 - mmaction - INFO - Epoch [92][300/940] lr: 2.877e-01, eta: 19:20:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1570, loss: 3.1570 2020-07-02 05:07:25,206 - mmaction - INFO - Epoch [92][320/940] lr: 2.877e-01, eta: 19:20:29, time: 0.454, data_time: 0.012, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1991, loss: 3.1991 2020-07-02 05:07:34,148 - mmaction - INFO - Epoch [92][340/940] lr: 2.877e-01, eta: 19:20:20, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1181, loss: 3.1181 2020-07-02 05:07:43,139 - mmaction - INFO - Epoch [92][360/940] lr: 2.877e-01, eta: 19:20:11, time: 0.448, data_time: 0.006, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0760, loss: 3.0760 2020-07-02 05:07:52,083 - mmaction - INFO - Epoch [92][380/940] lr: 2.877e-01, eta: 19:20:02, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 3.0127, loss: 3.0127 2020-07-02 05:08:01,086 - mmaction - INFO - Epoch [92][400/940] lr: 2.877e-01, eta: 19:19:53, time: 0.450, data_time: 0.010, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 3.0230, loss: 3.0230 2020-07-02 05:08:10,000 - mmaction - INFO - Epoch [92][420/940] lr: 2.877e-01, eta: 19:19:44, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0849, loss: 3.0849 2020-07-02 05:08:18,884 - mmaction - INFO - Epoch [92][440/940] lr: 2.877e-01, eta: 19:19:35, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6500, loss_cls: 2.9317, loss: 2.9317 2020-07-02 05:08:27,771 - mmaction - INFO - Epoch [92][460/940] lr: 2.877e-01, eta: 19:19:26, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.0624, loss: 3.0624 2020-07-02 05:08:36,636 - mmaction - INFO - Epoch [92][480/940] lr: 2.877e-01, eta: 19:19:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0136, loss: 3.0136 2020-07-02 05:08:45,554 - mmaction - INFO - Epoch [92][500/940] lr: 2.877e-01, eta: 19:19:07, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.0247, loss: 3.0247 2020-07-02 05:08:54,432 - mmaction - INFO - Epoch [92][520/940] lr: 2.877e-01, eta: 19:18:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.9653, loss: 2.9653 2020-07-02 05:09:03,259 - mmaction - INFO - Epoch [92][540/940] lr: 2.877e-01, eta: 19:18:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0012, loss: 3.0012 2020-07-02 05:09:12,132 - mmaction - INFO - Epoch [92][560/940] lr: 2.877e-01, eta: 19:18:40, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6344, loss_cls: 2.9071, loss: 2.9071 2020-07-02 05:09:21,466 - mmaction - INFO - Epoch [92][580/940] lr: 2.877e-01, eta: 19:18:31, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0590, loss: 3.0590 2020-07-02 05:09:30,293 - mmaction - INFO - Epoch [92][600/940] lr: 2.877e-01, eta: 19:18:22, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5906, loss_cls: 3.0525, loss: 3.0525 2020-07-02 05:09:39,127 - mmaction - INFO - Epoch [92][620/940] lr: 2.877e-01, eta: 19:18:13, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 2.9983, loss: 2.9983 2020-07-02 05:09:47,971 - mmaction - INFO - Epoch [92][640/940] lr: 2.877e-01, eta: 19:18:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.2613, loss: 3.2613 2020-07-02 05:09:56,849 - mmaction - INFO - Epoch [92][660/940] lr: 2.877e-01, eta: 19:17:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.1991, loss: 3.1991 2020-07-02 05:10:05,678 - mmaction - INFO - Epoch [92][680/940] lr: 2.877e-01, eta: 19:17:45, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9979, loss: 2.9979 2020-07-02 05:10:14,513 - mmaction - INFO - Epoch [92][700/940] lr: 2.877e-01, eta: 19:17:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.2448, loss: 3.2448 2020-07-02 05:10:23,456 - mmaction - INFO - Epoch [92][720/940] lr: 2.877e-01, eta: 19:17:26, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1458, loss: 3.1458 2020-07-02 05:10:32,275 - mmaction - INFO - Epoch [92][740/940] lr: 2.877e-01, eta: 19:17:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1368, loss: 3.1368 2020-07-02 05:10:41,123 - mmaction - INFO - Epoch [92][760/940] lr: 2.877e-01, eta: 19:17:08, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.0736, loss: 3.0736 2020-07-02 05:10:50,059 - mmaction - INFO - Epoch [92][780/940] lr: 2.877e-01, eta: 19:16:59, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5469, loss_cls: 3.1935, loss: 3.1935 2020-07-02 05:10:58,889 - mmaction - INFO - Epoch [92][800/940] lr: 2.877e-01, eta: 19:16:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.1807, loss: 3.1807 2020-07-02 05:11:07,690 - mmaction - INFO - Epoch [92][820/940] lr: 2.877e-01, eta: 19:16:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0437, loss: 3.0437 2020-07-02 05:11:16,592 - mmaction - INFO - Epoch [92][840/940] lr: 2.877e-01, eta: 19:16:31, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1912, loss: 3.1912 2020-07-02 05:11:25,438 - mmaction - INFO - Epoch [92][860/940] lr: 2.877e-01, eta: 19:16:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3108, loss: 3.3108 2020-07-02 05:11:34,282 - mmaction - INFO - Epoch [92][880/940] lr: 2.877e-01, eta: 19:16:12, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0301, loss: 3.0301 2020-07-02 05:11:43,162 - mmaction - INFO - Epoch [92][900/940] lr: 2.877e-01, eta: 19:16:03, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.5781, loss_cls: 3.0015, loss: 3.0015 2020-07-02 05:11:51,990 - mmaction - INFO - Epoch [92][920/940] lr: 2.877e-01, eta: 19:15:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.0704, loss: 3.0704 2020-07-02 05:12:00,441 - mmaction - INFO - Epoch [92][940/940] lr: 2.877e-01, eta: 19:15:44, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3539, top5_acc: 0.5714, loss_cls: 3.2298, loss: 3.2298 2020-07-02 05:12:00,776 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-02 05:12:15,435 - mmaction - INFO - Epoch [93][20/940] lr: 2.855e-01, eta: 19:15:42, time: 0.649, data_time: 0.186, memory: 6328, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.3000, loss: 3.3000 2020-07-02 05:12:24,451 - mmaction - INFO - Epoch [93][40/940] lr: 2.855e-01, eta: 19:15:33, time: 0.452, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0070, loss: 3.0070 2020-07-02 05:12:33,341 - mmaction - INFO - Epoch [93][60/940] lr: 2.855e-01, eta: 19:15:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0902, loss: 3.0902 2020-07-02 05:12:42,203 - mmaction - INFO - Epoch [93][80/940] lr: 2.855e-01, eta: 19:15:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2014, loss: 3.2014 2020-07-02 05:12:51,053 - mmaction - INFO - Epoch [93][100/940] lr: 2.855e-01, eta: 19:15:05, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1037, loss: 3.1037 2020-07-02 05:12:59,961 - mmaction - INFO - Epoch [93][120/940] lr: 2.855e-01, eta: 19:14:56, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0270, loss: 3.0270 2020-07-02 05:13:08,897 - mmaction - INFO - Epoch [93][140/940] lr: 2.855e-01, eta: 19:14:47, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 2.9181, loss: 2.9181 2020-07-02 05:13:17,713 - mmaction - INFO - Epoch [93][160/940] lr: 2.855e-01, eta: 19:14:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0531, loss: 3.0531 2020-07-02 05:13:26,571 - mmaction - INFO - Epoch [93][180/940] lr: 2.855e-01, eta: 19:14:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 2.9877, loss: 2.9877 2020-07-02 05:13:35,413 - mmaction - INFO - Epoch [93][200/940] lr: 2.855e-01, eta: 19:14:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5281, loss_cls: 3.1622, loss: 3.1622 2020-07-02 05:13:44,306 - mmaction - INFO - Epoch [93][220/940] lr: 2.855e-01, eta: 19:14:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.0582, loss: 3.0582 2020-07-02 05:13:53,176 - mmaction - INFO - Epoch [93][240/940] lr: 2.855e-01, eta: 19:14:01, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0096, loss: 3.0096 2020-07-02 05:14:02,418 - mmaction - INFO - Epoch [93][260/940] lr: 2.855e-01, eta: 19:13:52, time: 0.461, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6125, loss_cls: 3.0966, loss: 3.0966 2020-07-02 05:14:11,281 - mmaction - INFO - Epoch [93][280/940] lr: 2.855e-01, eta: 19:13:43, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0949, loss: 3.0949 2020-07-02 05:14:20,178 - mmaction - INFO - Epoch [93][300/940] lr: 2.855e-01, eta: 19:13:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0059, loss: 3.0059 2020-07-02 05:14:29,081 - mmaction - INFO - Epoch [93][320/940] lr: 2.855e-01, eta: 19:13:25, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 3.1525, loss: 3.1525 2020-07-02 05:14:37,970 - mmaction - INFO - Epoch [93][340/940] lr: 2.855e-01, eta: 19:13:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9753, loss: 2.9753 2020-07-02 05:14:46,825 - mmaction - INFO - Epoch [93][360/940] lr: 2.855e-01, eta: 19:13:06, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1088, loss: 3.1088 2020-07-02 05:14:55,624 - mmaction - INFO - Epoch [93][380/940] lr: 2.855e-01, eta: 19:12:57, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2029, loss: 3.2029 2020-07-02 05:15:04,508 - mmaction - INFO - Epoch [93][400/940] lr: 2.855e-01, eta: 19:12:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2050, loss: 3.2050 2020-07-02 05:15:13,318 - mmaction - INFO - Epoch [93][420/940] lr: 2.855e-01, eta: 19:12:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.1471, loss: 3.1471 2020-07-02 05:15:22,168 - mmaction - INFO - Epoch [93][440/940] lr: 2.855e-01, eta: 19:12:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9717, loss: 2.9717 2020-07-02 05:15:31,032 - mmaction - INFO - Epoch [93][460/940] lr: 2.855e-01, eta: 19:12:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.1697, loss: 3.1697 2020-07-02 05:15:39,881 - mmaction - INFO - Epoch [93][480/940] lr: 2.855e-01, eta: 19:12:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0387, loss: 3.0387 2020-07-02 05:15:48,692 - mmaction - INFO - Epoch [93][500/940] lr: 2.855e-01, eta: 19:12:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9798, loss: 2.9798 2020-07-02 05:15:57,578 - mmaction - INFO - Epoch [93][520/940] lr: 2.855e-01, eta: 19:11:52, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3589, loss: 3.3589 2020-07-02 05:16:06,450 - mmaction - INFO - Epoch [93][540/940] lr: 2.855e-01, eta: 19:11:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.2439, loss: 3.2439 2020-07-02 05:16:15,412 - mmaction - INFO - Epoch [93][560/940] lr: 2.855e-01, eta: 19:11:34, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0342, loss: 3.0342 2020-07-02 05:16:24,222 - mmaction - INFO - Epoch [93][580/940] lr: 2.855e-01, eta: 19:11:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8760, loss: 2.8760 2020-07-02 05:16:33,062 - mmaction - INFO - Epoch [93][600/940] lr: 2.855e-01, eta: 19:11:15, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.9216, loss: 2.9216 2020-07-02 05:16:41,918 - mmaction - INFO - Epoch [93][620/940] lr: 2.855e-01, eta: 19:11:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.2222, loss: 3.2222 2020-07-02 05:16:50,773 - mmaction - INFO - Epoch [93][640/940] lr: 2.855e-01, eta: 19:10:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.0532, loss: 3.0532 2020-07-02 05:16:59,616 - mmaction - INFO - Epoch [93][660/940] lr: 2.855e-01, eta: 19:10:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2441, loss: 3.2441 2020-07-02 05:17:08,491 - mmaction - INFO - Epoch [93][680/940] lr: 2.855e-01, eta: 19:10:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.1357, loss: 3.1357 2020-07-02 05:17:17,348 - mmaction - INFO - Epoch [93][700/940] lr: 2.855e-01, eta: 19:10:29, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0559, loss: 3.0559 2020-07-02 05:17:26,191 - mmaction - INFO - Epoch [93][720/940] lr: 2.855e-01, eta: 19:10:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5281, loss_cls: 3.2447, loss: 3.2447 2020-07-02 05:17:35,074 - mmaction - INFO - Epoch [93][740/940] lr: 2.855e-01, eta: 19:10:11, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.2205, loss: 3.2205 2020-07-02 05:17:43,939 - mmaction - INFO - Epoch [93][760/940] lr: 2.855e-01, eta: 19:10:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.1267, loss: 3.1267 2020-07-02 05:17:52,767 - mmaction - INFO - Epoch [93][780/940] lr: 2.855e-01, eta: 19:09:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 3.1285, loss: 3.1285 2020-07-02 05:18:01,577 - mmaction - INFO - Epoch [93][800/940] lr: 2.855e-01, eta: 19:09:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 2.9561, loss: 2.9561 2020-07-02 05:18:10,450 - mmaction - INFO - Epoch [93][820/940] lr: 2.855e-01, eta: 19:09:34, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2107, loss: 3.2107 2020-07-02 05:18:19,236 - mmaction - INFO - Epoch [93][840/940] lr: 2.855e-01, eta: 19:09:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.1610, loss: 3.1610 2020-07-02 05:18:28,074 - mmaction - INFO - Epoch [93][860/940] lr: 2.855e-01, eta: 19:09:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1667, loss: 3.1667 2020-07-02 05:18:37,139 - mmaction - INFO - Epoch [93][880/940] lr: 2.855e-01, eta: 19:09:06, time: 0.453, data_time: 0.013, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0110, loss: 3.0110 2020-07-02 05:18:46,021 - mmaction - INFO - Epoch [93][900/940] lr: 2.855e-01, eta: 19:08:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.1186, loss: 3.1186 2020-07-02 05:18:54,792 - mmaction - INFO - Epoch [93][920/940] lr: 2.855e-01, eta: 19:08:48, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9124, loss: 2.9124 2020-07-02 05:19:03,215 - mmaction - INFO - Epoch [93][940/940] lr: 2.855e-01, eta: 19:08:37, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3864, top5_acc: 0.5909, loss_cls: 2.9992, loss: 2.9992 2020-07-02 05:19:17,874 - mmaction - INFO - Epoch [94][20/940] lr: 2.833e-01, eta: 19:08:38, time: 0.712, data_time: 0.258, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.2027, loss: 3.2027 2020-07-02 05:19:26,760 - mmaction - INFO - Epoch [94][40/940] lr: 2.833e-01, eta: 19:08:28, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5594, loss_cls: 3.0127, loss: 3.0127 2020-07-02 05:19:35,610 - mmaction - INFO - Epoch [94][60/940] lr: 2.833e-01, eta: 19:08:19, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8822, loss: 2.8822 2020-07-02 05:19:44,535 - mmaction - INFO - Epoch [94][80/940] lr: 2.833e-01, eta: 19:08:10, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.0485, loss: 3.0485 2020-07-02 05:19:53,394 - mmaction - INFO - Epoch [94][100/940] lr: 2.833e-01, eta: 19:08:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.1264, loss: 3.1264 2020-07-02 05:20:02,236 - mmaction - INFO - Epoch [94][120/940] lr: 2.833e-01, eta: 19:07:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.1610, loss: 3.1610 2020-07-02 05:20:11,118 - mmaction - INFO - Epoch [94][140/940] lr: 2.833e-01, eta: 19:07:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 3.0343, loss: 3.0343 2020-07-02 05:20:20,061 - mmaction - INFO - Epoch [94][160/940] lr: 2.833e-01, eta: 19:07:33, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1227, loss: 3.1227 2020-07-02 05:20:29,050 - mmaction - INFO - Epoch [94][180/940] lr: 2.833e-01, eta: 19:07:24, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6062, loss_cls: 2.8751, loss: 2.8751 2020-07-02 05:20:37,890 - mmaction - INFO - Epoch [94][200/940] lr: 2.833e-01, eta: 19:07:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0735, loss: 3.0735 2020-07-02 05:20:46,791 - mmaction - INFO - Epoch [94][220/940] lr: 2.833e-01, eta: 19:07:06, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0634, loss: 3.0634 2020-07-02 05:20:55,664 - mmaction - INFO - Epoch [94][240/940] lr: 2.833e-01, eta: 19:06:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.1850, loss: 3.1850 2020-07-02 05:21:04,477 - mmaction - INFO - Epoch [94][260/940] lr: 2.833e-01, eta: 19:06:47, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6250, loss_cls: 3.0071, loss: 3.0071 2020-07-02 05:21:13,336 - mmaction - INFO - Epoch [94][280/940] lr: 2.833e-01, eta: 19:06:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.9196, loss: 2.9196 2020-07-02 05:21:22,214 - mmaction - INFO - Epoch [94][300/940] lr: 2.833e-01, eta: 19:06:29, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 3.0505, loss: 3.0505 2020-07-02 05:21:31,175 - mmaction - INFO - Epoch [94][320/940] lr: 2.833e-01, eta: 19:06:20, time: 0.448, data_time: 0.005, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3393, loss: 3.3393 2020-07-02 05:21:40,019 - mmaction - INFO - Epoch [94][340/940] lr: 2.833e-01, eta: 19:06:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 2.9740, loss: 2.9740 2020-07-02 05:21:49,280 - mmaction - INFO - Epoch [94][360/940] lr: 2.833e-01, eta: 19:06:02, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6469, loss_cls: 2.7986, loss: 2.7986 2020-07-02 05:21:58,095 - mmaction - INFO - Epoch [94][380/940] lr: 2.833e-01, eta: 19:05:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0897, loss: 3.0897 2020-07-02 05:22:07,098 - mmaction - INFO - Epoch [94][400/940] lr: 2.833e-01, eta: 19:05:44, time: 0.450, data_time: 0.010, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0553, loss: 3.0553 2020-07-02 05:22:15,994 - mmaction - INFO - Epoch [94][420/940] lr: 2.833e-01, eta: 19:05:35, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.1533, loss: 3.1533 2020-07-02 05:22:24,830 - mmaction - INFO - Epoch [94][440/940] lr: 2.833e-01, eta: 19:05:25, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1584, loss: 3.1584 2020-07-02 05:22:33,747 - mmaction - INFO - Epoch [94][460/940] lr: 2.833e-01, eta: 19:05:16, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1308, loss: 3.1308 2020-07-02 05:22:42,608 - mmaction - INFO - Epoch [94][480/940] lr: 2.833e-01, eta: 19:05:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0851, loss: 3.0851 2020-07-02 05:22:52,074 - mmaction - INFO - Epoch [94][500/940] lr: 2.833e-01, eta: 19:04:59, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.2487, loss: 3.2487 2020-07-02 05:23:00,894 - mmaction - INFO - Epoch [94][520/940] lr: 2.833e-01, eta: 19:04:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6250, loss_cls: 2.9891, loss: 2.9891 2020-07-02 05:23:09,738 - mmaction - INFO - Epoch [94][540/940] lr: 2.833e-01, eta: 19:04:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.1108, loss: 3.1108 2020-07-02 05:23:18,567 - mmaction - INFO - Epoch [94][560/940] lr: 2.833e-01, eta: 19:04:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.2283, loss: 3.2283 2020-07-02 05:23:27,439 - mmaction - INFO - Epoch [94][580/940] lr: 2.833e-01, eta: 19:04:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1873, loss: 3.1873 2020-07-02 05:23:36,244 - mmaction - INFO - Epoch [94][600/940] lr: 2.833e-01, eta: 19:04:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.2322, loss: 3.2322 2020-07-02 05:23:45,103 - mmaction - INFO - Epoch [94][620/940] lr: 2.833e-01, eta: 19:04:03, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5594, loss_cls: 3.1835, loss: 3.1835 2020-07-02 05:23:54,029 - mmaction - INFO - Epoch [94][640/940] lr: 2.833e-01, eta: 19:03:54, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 2.9971, loss: 2.9971 2020-07-02 05:24:02,855 - mmaction - INFO - Epoch [94][660/940] lr: 2.833e-01, eta: 19:03:45, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.1295, loss: 3.1295 2020-07-02 05:24:11,681 - mmaction - INFO - Epoch [94][680/940] lr: 2.833e-01, eta: 19:03:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0760, loss: 3.0760 2020-07-02 05:24:20,596 - mmaction - INFO - Epoch [94][700/940] lr: 2.833e-01, eta: 19:03:26, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.4173, loss: 3.4173 2020-07-02 05:24:29,436 - mmaction - INFO - Epoch [94][720/940] lr: 2.833e-01, eta: 19:03:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.0530, loss: 3.0530 2020-07-02 05:24:38,348 - mmaction - INFO - Epoch [94][740/940] lr: 2.833e-01, eta: 19:03:08, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.2661, loss: 3.2661 2020-07-02 05:24:47,176 - mmaction - INFO - Epoch [94][760/940] lr: 2.833e-01, eta: 19:02:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 2.9860, loss: 2.9860 2020-07-02 05:24:55,971 - mmaction - INFO - Epoch [94][780/940] lr: 2.833e-01, eta: 19:02:49, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8116, loss: 2.8116 2020-07-02 05:25:04,819 - mmaction - INFO - Epoch [94][800/940] lr: 2.833e-01, eta: 19:02:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0090, loss: 3.0090 2020-07-02 05:25:13,686 - mmaction - INFO - Epoch [94][820/940] lr: 2.833e-01, eta: 19:02:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 3.0214, loss: 3.0214 2020-07-02 05:25:22,537 - mmaction - INFO - Epoch [94][840/940] lr: 2.833e-01, eta: 19:02:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0439, loss: 3.0439 2020-07-02 05:25:31,381 - mmaction - INFO - Epoch [94][860/940] lr: 2.833e-01, eta: 19:02:12, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5719, loss_cls: 3.0400, loss: 3.0400 2020-07-02 05:25:40,262 - mmaction - INFO - Epoch [94][880/940] lr: 2.833e-01, eta: 19:02:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5281, loss_cls: 3.2108, loss: 3.2108 2020-07-02 05:25:49,043 - mmaction - INFO - Epoch [94][900/940] lr: 2.833e-01, eta: 19:01:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.1744, loss: 3.1744 2020-07-02 05:25:57,890 - mmaction - INFO - Epoch [94][920/940] lr: 2.833e-01, eta: 19:01:44, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0421, loss: 3.0421 2020-07-02 05:26:06,341 - mmaction - INFO - Epoch [94][940/940] lr: 2.833e-01, eta: 19:01:35, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5552, loss_cls: 3.0756, loss: 3.0756 2020-07-02 05:26:21,027 - mmaction - INFO - Epoch [95][20/940] lr: 2.810e-01, eta: 19:01:35, time: 0.716, data_time: 0.266, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0612, loss: 3.0612 2020-07-02 05:26:29,930 - mmaction - INFO - Epoch [95][40/940] lr: 2.810e-01, eta: 19:01:26, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.1573, loss: 3.1573 2020-07-02 05:26:38,862 - mmaction - INFO - Epoch [95][60/940] lr: 2.810e-01, eta: 19:01:16, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1787, loss: 3.1787 2020-07-02 05:26:47,702 - mmaction - INFO - Epoch [95][80/940] lr: 2.810e-01, eta: 19:01:07, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.9132, loss: 2.9132 2020-07-02 05:26:56,642 - mmaction - INFO - Epoch [95][100/940] lr: 2.810e-01, eta: 19:00:58, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0058, loss: 3.0058 2020-07-02 05:27:05,600 - mmaction - INFO - Epoch [95][120/940] lr: 2.810e-01, eta: 19:00:49, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8401, loss: 2.8401 2020-07-02 05:27:14,852 - mmaction - INFO - Epoch [95][140/940] lr: 2.810e-01, eta: 19:00:40, time: 0.462, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.2898, loss: 3.2898 2020-07-02 05:27:23,779 - mmaction - INFO - Epoch [95][160/940] lr: 2.810e-01, eta: 19:00:31, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.8305, loss: 2.8305 2020-07-02 05:27:32,696 - mmaction - INFO - Epoch [95][180/940] lr: 2.810e-01, eta: 19:00:22, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2957, loss: 3.2957 2020-07-02 05:27:41,631 - mmaction - INFO - Epoch [95][200/940] lr: 2.810e-01, eta: 19:00:13, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2388, loss: 3.2388 2020-07-02 05:27:50,474 - mmaction - INFO - Epoch [95][220/940] lr: 2.810e-01, eta: 19:00:04, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0540, loss: 3.0540 2020-07-02 05:27:59,407 - mmaction - INFO - Epoch [95][240/940] lr: 2.810e-01, eta: 18:59:55, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1347, loss: 3.1347 2020-07-02 05:28:08,248 - mmaction - INFO - Epoch [95][260/940] lr: 2.810e-01, eta: 18:59:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1306, loss: 3.1306 2020-07-02 05:28:17,092 - mmaction - INFO - Epoch [95][280/940] lr: 2.810e-01, eta: 18:59:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0819, loss: 3.0819 2020-07-02 05:28:26,044 - mmaction - INFO - Epoch [95][300/940] lr: 2.810e-01, eta: 18:59:27, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9784, loss: 2.9784 2020-07-02 05:28:34,949 - mmaction - INFO - Epoch [95][320/940] lr: 2.810e-01, eta: 18:59:18, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2527, loss: 3.2527 2020-07-02 05:28:43,834 - mmaction - INFO - Epoch [95][340/940] lr: 2.810e-01, eta: 18:59:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1447, loss: 3.1447 2020-07-02 05:28:53,134 - mmaction - INFO - Epoch [95][360/940] lr: 2.810e-01, eta: 18:59:00, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 3.0002, loss: 3.0002 2020-07-02 05:29:02,000 - mmaction - INFO - Epoch [95][380/940] lr: 2.810e-01, eta: 18:58:51, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.0253, loss: 3.0253 2020-07-02 05:29:10,918 - mmaction - INFO - Epoch [95][400/940] lr: 2.810e-01, eta: 18:58:42, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.1833, loss: 3.1833 2020-07-02 05:29:20,363 - mmaction - INFO - Epoch [95][420/940] lr: 2.810e-01, eta: 18:58:34, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9295, loss: 2.9295 2020-07-02 05:29:29,202 - mmaction - INFO - Epoch [95][440/940] lr: 2.810e-01, eta: 18:58:24, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0439, loss: 3.0439 2020-07-02 05:29:38,138 - mmaction - INFO - Epoch [95][460/940] lr: 2.810e-01, eta: 18:58:15, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.1170, loss: 3.1170 2020-07-02 05:29:47,080 - mmaction - INFO - Epoch [95][480/940] lr: 2.810e-01, eta: 18:58:06, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9813, loss: 2.9813 2020-07-02 05:29:55,917 - mmaction - INFO - Epoch [95][500/940] lr: 2.810e-01, eta: 18:57:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5938, loss_cls: 3.0446, loss: 3.0446 2020-07-02 05:30:04,838 - mmaction - INFO - Epoch [95][520/940] lr: 2.810e-01, eta: 18:57:48, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.1678, loss: 3.1678 2020-07-02 05:30:13,678 - mmaction - INFO - Epoch [95][540/940] lr: 2.810e-01, eta: 18:57:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.1145, loss: 3.1145 2020-07-02 05:30:22,949 - mmaction - INFO - Epoch [95][560/940] lr: 2.810e-01, eta: 18:57:30, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.8706, loss: 2.8706 2020-07-02 05:30:31,934 - mmaction - INFO - Epoch [95][580/940] lr: 2.810e-01, eta: 18:57:21, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.2870, loss: 3.2870 2020-07-02 05:30:40,803 - mmaction - INFO - Epoch [95][600/940] lr: 2.810e-01, eta: 18:57:12, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0616, loss: 3.0616 2020-07-02 05:30:50,082 - mmaction - INFO - Epoch [95][620/940] lr: 2.810e-01, eta: 18:57:03, time: 0.464, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0665, loss: 3.0665 2020-07-02 05:30:58,890 - mmaction - INFO - Epoch [95][640/940] lr: 2.810e-01, eta: 18:56:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.1221, loss: 3.1221 2020-07-02 05:31:07,732 - mmaction - INFO - Epoch [95][660/940] lr: 2.810e-01, eta: 18:56:45, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0075, loss: 3.0075 2020-07-02 05:31:16,661 - mmaction - INFO - Epoch [95][680/940] lr: 2.810e-01, eta: 18:56:36, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.1290, loss: 3.1290 2020-07-02 05:31:25,491 - mmaction - INFO - Epoch [95][700/940] lr: 2.810e-01, eta: 18:56:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0329, loss: 3.0329 2020-07-02 05:31:34,336 - mmaction - INFO - Epoch [95][720/940] lr: 2.810e-01, eta: 18:56:17, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5719, loss_cls: 3.1239, loss: 3.1239 2020-07-02 05:31:43,176 - mmaction - INFO - Epoch [95][740/940] lr: 2.810e-01, eta: 18:56:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5219, loss_cls: 3.2253, loss: 3.2253 2020-07-02 05:31:52,176 - mmaction - INFO - Epoch [95][760/940] lr: 2.810e-01, eta: 18:55:59, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2884, loss: 3.2884 2020-07-02 05:32:01,118 - mmaction - INFO - Epoch [95][780/940] lr: 2.810e-01, eta: 18:55:50, time: 0.448, data_time: 0.007, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.1032, loss: 3.1032 2020-07-02 05:32:09,982 - mmaction - INFO - Epoch [95][800/940] lr: 2.810e-01, eta: 18:55:41, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.2558, loss: 3.2558 2020-07-02 05:32:18,977 - mmaction - INFO - Epoch [95][820/940] lr: 2.810e-01, eta: 18:55:31, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.0646, loss: 3.0646 2020-07-02 05:32:27,837 - mmaction - INFO - Epoch [95][840/940] lr: 2.810e-01, eta: 18:55:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0785, loss: 3.0785 2020-07-02 05:32:36,694 - mmaction - INFO - Epoch [95][860/940] lr: 2.810e-01, eta: 18:55:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.2402, loss: 3.2402 2020-07-02 05:32:45,549 - mmaction - INFO - Epoch [95][880/940] lr: 2.810e-01, eta: 18:55:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2040, loss: 3.2040 2020-07-02 05:32:54,405 - mmaction - INFO - Epoch [95][900/940] lr: 2.810e-01, eta: 18:54:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6531, loss_cls: 2.8739, loss: 2.8739 2020-07-02 05:33:03,206 - mmaction - INFO - Epoch [95][920/940] lr: 2.810e-01, eta: 18:54:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 3.0001, loss: 3.0001 2020-07-02 05:33:11,694 - mmaction - INFO - Epoch [95][940/940] lr: 2.810e-01, eta: 18:54:35, time: 0.424, data_time: 0.003, memory: 6328, top1_acc: 0.3052, top5_acc: 0.5844, loss_cls: 3.1727, loss: 3.1727 2020-07-02 05:33:29,011 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 05:33:29,882 - mmaction - INFO - top1_acc 0.3616 top5_acc 0.6298 2020-07-02 05:33:29,883 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 05:33:29,956 - mmaction - INFO - mean_acc 0.3616 2020-07-02 05:33:29,965 - mmaction - INFO - Epoch [95][940/940] lr: 2.810e-01, top1_acc: 0.3616, top5_acc: 0.6298, mean_class_accuracy: 0.3616 2020-07-02 05:33:42,570 - mmaction - INFO - Epoch [96][20/940] lr: 2.788e-01, eta: 18:54:32, time: 0.628, data_time: 0.187, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.1519, loss: 3.1519 2020-07-02 05:33:51,481 - mmaction - INFO - Epoch [96][40/940] lr: 2.788e-01, eta: 18:54:23, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1141, loss: 3.1141 2020-07-02 05:34:00,458 - mmaction - INFO - Epoch [96][60/940] lr: 2.788e-01, eta: 18:54:14, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5406, loss_cls: 3.2259, loss: 3.2259 2020-07-02 05:34:09,309 - mmaction - INFO - Epoch [96][80/940] lr: 2.788e-01, eta: 18:54:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.0612, loss: 3.0612 2020-07-02 05:34:18,119 - mmaction - INFO - Epoch [96][100/940] lr: 2.788e-01, eta: 18:53:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.0717, loss: 3.0717 2020-07-02 05:34:27,032 - mmaction - INFO - Epoch [96][120/940] lr: 2.788e-01, eta: 18:53:47, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 2.9863, loss: 2.9863 2020-07-02 05:34:35,908 - mmaction - INFO - Epoch [96][140/940] lr: 2.788e-01, eta: 18:53:37, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2393, loss: 3.2393 2020-07-02 05:34:44,831 - mmaction - INFO - Epoch [96][160/940] lr: 2.788e-01, eta: 18:53:28, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0921, loss: 3.0921 2020-07-02 05:34:53,720 - mmaction - INFO - Epoch [96][180/940] lr: 2.788e-01, eta: 18:53:19, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0561, loss: 3.0561 2020-07-02 05:35:02,609 - mmaction - INFO - Epoch [96][200/940] lr: 2.788e-01, eta: 18:53:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2774, loss: 3.2774 2020-07-02 05:35:11,398 - mmaction - INFO - Epoch [96][220/940] lr: 2.788e-01, eta: 18:53:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1753, loss: 3.1753 2020-07-02 05:35:20,253 - mmaction - INFO - Epoch [96][240/940] lr: 2.788e-01, eta: 18:52:51, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0361, loss: 3.0361 2020-07-02 05:35:29,052 - mmaction - INFO - Epoch [96][260/940] lr: 2.788e-01, eta: 18:52:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1615, loss: 3.1615 2020-07-02 05:35:37,855 - mmaction - INFO - Epoch [96][280/940] lr: 2.788e-01, eta: 18:52:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1080, loss: 3.1080 2020-07-02 05:35:46,723 - mmaction - INFO - Epoch [96][300/940] lr: 2.788e-01, eta: 18:52:23, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2500, loss: 3.2500 2020-07-02 05:35:55,584 - mmaction - INFO - Epoch [96][320/940] lr: 2.788e-01, eta: 18:52:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9821, loss: 2.9821 2020-07-02 05:36:04,472 - mmaction - INFO - Epoch [96][340/940] lr: 2.788e-01, eta: 18:52:05, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0028, loss: 3.0028 2020-07-02 05:36:13,315 - mmaction - INFO - Epoch [96][360/940] lr: 2.788e-01, eta: 18:51:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1008, loss: 3.1008 2020-07-02 05:36:22,179 - mmaction - INFO - Epoch [96][380/940] lr: 2.788e-01, eta: 18:51:47, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1902, loss: 3.1902 2020-07-02 05:36:31,100 - mmaction - INFO - Epoch [96][400/940] lr: 2.788e-01, eta: 18:51:37, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.2064, loss: 3.2064 2020-07-02 05:36:40,040 - mmaction - INFO - Epoch [96][420/940] lr: 2.788e-01, eta: 18:51:28, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.0263, loss: 3.0263 2020-07-02 05:36:48,861 - mmaction - INFO - Epoch [96][440/940] lr: 2.788e-01, eta: 18:51:19, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.0537, loss: 3.0537 2020-07-02 05:36:57,749 - mmaction - INFO - Epoch [96][460/940] lr: 2.788e-01, eta: 18:51:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9685, loss: 2.9685 2020-07-02 05:37:06,609 - mmaction - INFO - Epoch [96][480/940] lr: 2.788e-01, eta: 18:51:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.1712, loss: 3.1712 2020-07-02 05:37:15,460 - mmaction - INFO - Epoch [96][500/940] lr: 2.788e-01, eta: 18:50:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0050, loss: 3.0050 2020-07-02 05:37:24,278 - mmaction - INFO - Epoch [96][520/940] lr: 2.788e-01, eta: 18:50:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9886, loss: 2.9886 2020-07-02 05:37:33,162 - mmaction - INFO - Epoch [96][540/940] lr: 2.788e-01, eta: 18:50:33, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.3665, loss: 3.3665 2020-07-02 05:37:42,020 - mmaction - INFO - Epoch [96][560/940] lr: 2.788e-01, eta: 18:50:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2961, loss: 3.2961 2020-07-02 05:37:50,907 - mmaction - INFO - Epoch [96][580/940] lr: 2.788e-01, eta: 18:50:15, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9100, loss: 2.9100 2020-07-02 05:37:59,806 - mmaction - INFO - Epoch [96][600/940] lr: 2.788e-01, eta: 18:50:05, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8541, loss: 2.8541 2020-07-02 05:38:08,604 - mmaction - INFO - Epoch [96][620/940] lr: 2.788e-01, eta: 18:49:56, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.1073, loss: 3.1073 2020-07-02 05:38:17,945 - mmaction - INFO - Epoch [96][640/940] lr: 2.788e-01, eta: 18:49:48, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2813, loss: 3.2813 2020-07-02 05:38:26,835 - mmaction - INFO - Epoch [96][660/940] lr: 2.788e-01, eta: 18:49:38, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9147, loss: 2.9147 2020-07-02 05:38:35,651 - mmaction - INFO - Epoch [96][680/940] lr: 2.788e-01, eta: 18:49:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1784, loss: 3.1784 2020-07-02 05:38:44,479 - mmaction - INFO - Epoch [96][700/940] lr: 2.788e-01, eta: 18:49:20, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1968, loss: 3.1968 2020-07-02 05:38:53,399 - mmaction - INFO - Epoch [96][720/940] lr: 2.788e-01, eta: 18:49:11, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8854, loss: 2.8854 2020-07-02 05:39:02,218 - mmaction - INFO - Epoch [96][740/940] lr: 2.788e-01, eta: 18:49:01, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8866, loss: 2.8866 2020-07-02 05:39:11,113 - mmaction - INFO - Epoch [96][760/940] lr: 2.788e-01, eta: 18:48:52, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.1088, loss: 3.1088 2020-07-02 05:39:19,934 - mmaction - INFO - Epoch [96][780/940] lr: 2.788e-01, eta: 18:48:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1791, loss: 3.1791 2020-07-02 05:39:28,772 - mmaction - INFO - Epoch [96][800/940] lr: 2.788e-01, eta: 18:48:34, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2873, loss: 3.2873 2020-07-02 05:39:37,632 - mmaction - INFO - Epoch [96][820/940] lr: 2.788e-01, eta: 18:48:25, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1765, loss: 3.1765 2020-07-02 05:39:46,483 - mmaction - INFO - Epoch [96][840/940] lr: 2.788e-01, eta: 18:48:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1324, loss: 3.1324 2020-07-02 05:39:55,334 - mmaction - INFO - Epoch [96][860/940] lr: 2.788e-01, eta: 18:48:06, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1025, loss: 3.1025 2020-07-02 05:40:04,207 - mmaction - INFO - Epoch [96][880/940] lr: 2.788e-01, eta: 18:47:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 2.8835, loss: 2.8835 2020-07-02 05:40:13,079 - mmaction - INFO - Epoch [96][900/940] lr: 2.788e-01, eta: 18:47:48, time: 0.443, data_time: 0.005, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.1036, loss: 3.1036 2020-07-02 05:40:21,927 - mmaction - INFO - Epoch [96][920/940] lr: 2.788e-01, eta: 18:47:38, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 2.9970, loss: 2.9970 2020-07-02 05:40:30,331 - mmaction - INFO - Epoch [96][940/940] lr: 2.788e-01, eta: 18:47:28, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1301, loss: 3.1301 2020-07-02 05:40:30,642 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-02 05:40:45,415 - mmaction - INFO - Epoch [97][20/940] lr: 2.765e-01, eta: 18:47:28, time: 0.696, data_time: 0.237, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0354, loss: 3.0354 2020-07-02 05:40:54,266 - mmaction - INFO - Epoch [97][40/940] lr: 2.765e-01, eta: 18:47:18, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 2.9869, loss: 2.9869 2020-07-02 05:41:03,097 - mmaction - INFO - Epoch [97][60/940] lr: 2.765e-01, eta: 18:47:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0751, loss: 3.0751 2020-07-02 05:41:11,977 - mmaction - INFO - Epoch [97][80/940] lr: 2.765e-01, eta: 18:47:00, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9693, loss: 2.9693 2020-07-02 05:41:20,831 - mmaction - INFO - Epoch [97][100/940] lr: 2.765e-01, eta: 18:46:51, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2687, loss: 3.2687 2020-07-02 05:41:29,724 - mmaction - INFO - Epoch [97][120/940] lr: 2.765e-01, eta: 18:46:41, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5938, loss_cls: 3.0623, loss: 3.0623 2020-07-02 05:41:38,547 - mmaction - INFO - Epoch [97][140/940] lr: 2.765e-01, eta: 18:46:32, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.9363, loss: 2.9363 2020-07-02 05:41:47,446 - mmaction - INFO - Epoch [97][160/940] lr: 2.765e-01, eta: 18:46:23, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5781, loss_cls: 3.0692, loss: 3.0692 2020-07-02 05:41:56,308 - mmaction - INFO - Epoch [97][180/940] lr: 2.765e-01, eta: 18:46:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0052, loss: 3.0052 2020-07-02 05:42:05,203 - mmaction - INFO - Epoch [97][200/940] lr: 2.765e-01, eta: 18:46:05, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.1845, loss: 3.1845 2020-07-02 05:42:14,172 - mmaction - INFO - Epoch [97][220/940] lr: 2.765e-01, eta: 18:45:56, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1696, loss: 3.1696 2020-07-02 05:42:23,099 - mmaction - INFO - Epoch [97][240/940] lr: 2.765e-01, eta: 18:45:47, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 3.0523, loss: 3.0523 2020-07-02 05:42:32,034 - mmaction - INFO - Epoch [97][260/940] lr: 2.765e-01, eta: 18:45:37, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1487, loss: 3.1487 2020-07-02 05:42:40,873 - mmaction - INFO - Epoch [97][280/940] lr: 2.765e-01, eta: 18:45:28, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.0902, loss: 3.0902 2020-07-02 05:42:49,738 - mmaction - INFO - Epoch [97][300/940] lr: 2.765e-01, eta: 18:45:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.2087, loss: 3.2087 2020-07-02 05:42:58,638 - mmaction - INFO - Epoch [97][320/940] lr: 2.765e-01, eta: 18:45:10, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.1142, loss: 3.1142 2020-07-02 05:43:07,540 - mmaction - INFO - Epoch [97][340/940] lr: 2.765e-01, eta: 18:45:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1201, loss: 3.1201 2020-07-02 05:43:16,444 - mmaction - INFO - Epoch [97][360/940] lr: 2.765e-01, eta: 18:44:51, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5844, loss_cls: 3.2253, loss: 3.2253 2020-07-02 05:43:25,320 - mmaction - INFO - Epoch [97][380/940] lr: 2.765e-01, eta: 18:44:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5750, loss_cls: 2.9854, loss: 2.9854 2020-07-02 05:43:34,209 - mmaction - INFO - Epoch [97][400/940] lr: 2.765e-01, eta: 18:44:33, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1430, loss: 3.1430 2020-07-02 05:43:43,095 - mmaction - INFO - Epoch [97][420/940] lr: 2.765e-01, eta: 18:44:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.3186, loss: 3.3186 2020-07-02 05:43:51,893 - mmaction - INFO - Epoch [97][440/940] lr: 2.765e-01, eta: 18:44:15, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0866, loss: 3.0866 2020-07-02 05:44:00,797 - mmaction - INFO - Epoch [97][460/940] lr: 2.765e-01, eta: 18:44:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5969, loss_cls: 3.1206, loss: 3.1206 2020-07-02 05:44:09,683 - mmaction - INFO - Epoch [97][480/940] lr: 2.765e-01, eta: 18:43:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2681, loss: 3.2681 2020-07-02 05:44:18,522 - mmaction - INFO - Epoch [97][500/940] lr: 2.765e-01, eta: 18:43:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2016, loss: 3.2016 2020-07-02 05:44:27,346 - mmaction - INFO - Epoch [97][520/940] lr: 2.765e-01, eta: 18:43:38, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.9901, loss: 2.9901 2020-07-02 05:44:36,250 - mmaction - INFO - Epoch [97][540/940] lr: 2.765e-01, eta: 18:43:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9671, loss: 2.9671 2020-07-02 05:44:45,156 - mmaction - INFO - Epoch [97][560/940] lr: 2.765e-01, eta: 18:43:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0178, loss: 3.0178 2020-07-02 05:44:54,051 - mmaction - INFO - Epoch [97][580/940] lr: 2.765e-01, eta: 18:43:10, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0517, loss: 3.0517 2020-07-02 05:45:02,851 - mmaction - INFO - Epoch [97][600/940] lr: 2.765e-01, eta: 18:43:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2479, loss: 3.2479 2020-07-02 05:45:11,655 - mmaction - INFO - Epoch [97][620/940] lr: 2.765e-01, eta: 18:42:52, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.9256, loss: 2.9256 2020-07-02 05:45:20,567 - mmaction - INFO - Epoch [97][640/940] lr: 2.765e-01, eta: 18:42:43, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2315, loss: 3.2315 2020-07-02 05:45:29,393 - mmaction - INFO - Epoch [97][660/940] lr: 2.765e-01, eta: 18:42:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5594, loss_cls: 3.0745, loss: 3.0745 2020-07-02 05:45:38,203 - mmaction - INFO - Epoch [97][680/940] lr: 2.765e-01, eta: 18:42:24, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1515, loss: 3.1515 2020-07-02 05:45:47,141 - mmaction - INFO - Epoch [97][700/940] lr: 2.765e-01, eta: 18:42:15, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.1486, loss: 3.1486 2020-07-02 05:45:55,956 - mmaction - INFO - Epoch [97][720/940] lr: 2.765e-01, eta: 18:42:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.0710, loss: 3.0710 2020-07-02 05:46:04,809 - mmaction - INFO - Epoch [97][740/940] lr: 2.765e-01, eta: 18:41:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3036, loss: 3.3036 2020-07-02 05:46:13,683 - mmaction - INFO - Epoch [97][760/940] lr: 2.765e-01, eta: 18:41:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.0985, loss: 3.0985 2020-07-02 05:46:22,541 - mmaction - INFO - Epoch [97][780/940] lr: 2.765e-01, eta: 18:41:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.1652, loss: 3.1652 2020-07-02 05:46:31,372 - mmaction - INFO - Epoch [97][800/940] lr: 2.765e-01, eta: 18:41:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1600, loss: 3.1600 2020-07-02 05:46:40,268 - mmaction - INFO - Epoch [97][820/940] lr: 2.765e-01, eta: 18:41:19, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1021, loss: 3.1021 2020-07-02 05:46:49,113 - mmaction - INFO - Epoch [97][840/940] lr: 2.765e-01, eta: 18:41:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1413, loss: 3.1413 2020-07-02 05:46:57,921 - mmaction - INFO - Epoch [97][860/940] lr: 2.765e-01, eta: 18:41:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.0406, loss: 3.0406 2020-07-02 05:47:06,779 - mmaction - INFO - Epoch [97][880/940] lr: 2.765e-01, eta: 18:40:52, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2193, loss: 3.2193 2020-07-02 05:47:15,655 - mmaction - INFO - Epoch [97][900/940] lr: 2.765e-01, eta: 18:40:43, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 3.0074, loss: 3.0074 2020-07-02 05:47:24,464 - mmaction - INFO - Epoch [97][920/940] lr: 2.765e-01, eta: 18:40:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9442, loss: 2.9442 2020-07-02 05:47:32,919 - mmaction - INFO - Epoch [97][940/940] lr: 2.765e-01, eta: 18:40:23, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0918, loss: 3.0918 2020-07-02 05:47:47,629 - mmaction - INFO - Epoch [98][20/940] lr: 2.743e-01, eta: 18:40:23, time: 0.718, data_time: 0.274, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6250, loss_cls: 2.9961, loss: 2.9961 2020-07-02 05:47:56,643 - mmaction - INFO - Epoch [98][40/940] lr: 2.743e-01, eta: 18:40:14, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0115, loss: 3.0115 2020-07-02 05:48:05,487 - mmaction - INFO - Epoch [98][60/940] lr: 2.743e-01, eta: 18:40:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0197, loss: 3.0197 2020-07-02 05:48:14,396 - mmaction - INFO - Epoch [98][80/940] lr: 2.743e-01, eta: 18:39:56, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.0495, loss: 3.0495 2020-07-02 05:48:23,276 - mmaction - INFO - Epoch [98][100/940] lr: 2.743e-01, eta: 18:39:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5531, loss_cls: 3.0850, loss: 3.0850 2020-07-02 05:48:32,149 - mmaction - INFO - Epoch [98][120/940] lr: 2.743e-01, eta: 18:39:37, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1661, loss: 3.1661 2020-07-02 05:48:41,039 - mmaction - INFO - Epoch [98][140/940] lr: 2.743e-01, eta: 18:39:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.0442, loss: 3.0442 2020-07-02 05:48:49,975 - mmaction - INFO - Epoch [98][160/940] lr: 2.743e-01, eta: 18:39:19, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.9984, loss: 2.9984 2020-07-02 05:48:58,846 - mmaction - INFO - Epoch [98][180/940] lr: 2.743e-01, eta: 18:39:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0132, loss: 3.0132 2020-07-02 05:49:07,728 - mmaction - INFO - Epoch [98][200/940] lr: 2.743e-01, eta: 18:39:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1923, loss: 3.1923 2020-07-02 05:49:16,554 - mmaction - INFO - Epoch [98][220/940] lr: 2.743e-01, eta: 18:38:51, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0459, loss: 3.0459 2020-07-02 05:49:25,449 - mmaction - INFO - Epoch [98][240/940] lr: 2.743e-01, eta: 18:38:42, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1866, loss: 3.1866 2020-07-02 05:49:34,311 - mmaction - INFO - Epoch [98][260/940] lr: 2.743e-01, eta: 18:38:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.0968, loss: 3.0968 2020-07-02 05:49:43,263 - mmaction - INFO - Epoch [98][280/940] lr: 2.743e-01, eta: 18:38:24, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2025, loss: 3.2025 2020-07-02 05:49:52,185 - mmaction - INFO - Epoch [98][300/940] lr: 2.743e-01, eta: 18:38:15, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9216, loss: 2.9216 2020-07-02 05:50:01,218 - mmaction - INFO - Epoch [98][320/940] lr: 2.743e-01, eta: 18:38:06, time: 0.452, data_time: 0.007, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9879, loss: 2.9879 2020-07-02 05:50:10,036 - mmaction - INFO - Epoch [98][340/940] lr: 2.743e-01, eta: 18:37:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.2198, loss: 3.2198 2020-07-02 05:50:19,061 - mmaction - INFO - Epoch [98][360/940] lr: 2.743e-01, eta: 18:37:48, time: 0.451, data_time: 0.009, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 2.9932, loss: 2.9932 2020-07-02 05:50:27,969 - mmaction - INFO - Epoch [98][380/940] lr: 2.743e-01, eta: 18:37:39, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1276, loss: 3.1276 2020-07-02 05:50:36,808 - mmaction - INFO - Epoch [98][400/940] lr: 2.743e-01, eta: 18:37:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8485, loss: 2.8485 2020-07-02 05:50:45,670 - mmaction - INFO - Epoch [98][420/940] lr: 2.743e-01, eta: 18:37:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.1339, loss: 3.1339 2020-07-02 05:50:54,537 - mmaction - INFO - Epoch [98][440/940] lr: 2.743e-01, eta: 18:37:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0086, loss: 3.0086 2020-07-02 05:51:03,389 - mmaction - INFO - Epoch [98][460/940] lr: 2.743e-01, eta: 18:37:02, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1342, loss: 3.1342 2020-07-02 05:51:12,259 - mmaction - INFO - Epoch [98][480/940] lr: 2.743e-01, eta: 18:36:52, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.8082, loss: 2.8082 2020-07-02 05:51:21,238 - mmaction - INFO - Epoch [98][500/940] lr: 2.743e-01, eta: 18:36:43, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8980, loss: 2.8980 2020-07-02 05:51:30,095 - mmaction - INFO - Epoch [98][520/940] lr: 2.743e-01, eta: 18:36:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 2.9324, loss: 2.9324 2020-07-02 05:51:39,018 - mmaction - INFO - Epoch [98][540/940] lr: 2.743e-01, eta: 18:36:25, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2643, loss: 3.2643 2020-07-02 05:51:47,955 - mmaction - INFO - Epoch [98][560/940] lr: 2.743e-01, eta: 18:36:16, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2656, top5_acc: 0.5781, loss_cls: 3.2184, loss: 3.2184 2020-07-02 05:51:56,803 - mmaction - INFO - Epoch [98][580/940] lr: 2.743e-01, eta: 18:36:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8816, loss: 2.8816 2020-07-02 05:52:05,682 - mmaction - INFO - Epoch [98][600/940] lr: 2.743e-01, eta: 18:35:58, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1532, loss: 3.1532 2020-07-02 05:52:14,530 - mmaction - INFO - Epoch [98][620/940] lr: 2.743e-01, eta: 18:35:48, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0935, loss: 3.0935 2020-07-02 05:52:23,745 - mmaction - INFO - Epoch [98][640/940] lr: 2.743e-01, eta: 18:35:40, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5594, loss_cls: 3.1094, loss: 3.1094 2020-07-02 05:52:32,643 - mmaction - INFO - Epoch [98][660/940] lr: 2.743e-01, eta: 18:35:31, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.0675, loss: 3.0675 2020-07-02 05:52:41,475 - mmaction - INFO - Epoch [98][680/940] lr: 2.743e-01, eta: 18:35:21, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.0766, loss: 3.0766 2020-07-02 05:52:50,374 - mmaction - INFO - Epoch [98][700/940] lr: 2.743e-01, eta: 18:35:12, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9334, loss: 2.9334 2020-07-02 05:52:59,653 - mmaction - INFO - Epoch [98][720/940] lr: 2.743e-01, eta: 18:35:04, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.6062, loss_cls: 3.1749, loss: 3.1749 2020-07-02 05:53:08,525 - mmaction - INFO - Epoch [98][740/940] lr: 2.743e-01, eta: 18:34:54, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1034, loss: 3.1034 2020-07-02 05:53:17,385 - mmaction - INFO - Epoch [98][760/940] lr: 2.743e-01, eta: 18:34:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1976, loss: 3.1976 2020-07-02 05:53:26,400 - mmaction - INFO - Epoch [98][780/940] lr: 2.743e-01, eta: 18:34:36, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0951, loss: 3.0951 2020-07-02 05:53:35,291 - mmaction - INFO - Epoch [98][800/940] lr: 2.743e-01, eta: 18:34:27, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 2.9893, loss: 2.9893 2020-07-02 05:53:44,181 - mmaction - INFO - Epoch [98][820/940] lr: 2.743e-01, eta: 18:34:18, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5656, loss_cls: 3.2246, loss: 3.2246 2020-07-02 05:53:53,031 - mmaction - INFO - Epoch [98][840/940] lr: 2.743e-01, eta: 18:34:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6281, loss_cls: 3.0156, loss: 3.0156 2020-07-02 05:54:01,826 - mmaction - INFO - Epoch [98][860/940] lr: 2.743e-01, eta: 18:33:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.2871, loss: 3.2871 2020-07-02 05:54:11,065 - mmaction - INFO - Epoch [98][880/940] lr: 2.743e-01, eta: 18:33:51, time: 0.462, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 2.9879, loss: 2.9879 2020-07-02 05:54:19,879 - mmaction - INFO - Epoch [98][900/940] lr: 2.743e-01, eta: 18:33:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0715, loss: 3.0715 2020-07-02 05:54:28,774 - mmaction - INFO - Epoch [98][920/940] lr: 2.743e-01, eta: 18:33:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1674, loss: 3.1674 2020-07-02 05:54:37,208 - mmaction - INFO - Epoch [98][940/940] lr: 2.743e-01, eta: 18:33:22, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2825, top5_acc: 0.5390, loss_cls: 3.2729, loss: 3.2729 2020-07-02 05:54:51,791 - mmaction - INFO - Epoch [99][20/940] lr: 2.720e-01, eta: 18:33:22, time: 0.711, data_time: 0.255, memory: 6328, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.3372, loss: 3.3372 2020-07-02 05:55:00,688 - mmaction - INFO - Epoch [99][40/940] lr: 2.720e-01, eta: 18:33:13, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1709, loss: 3.1709 2020-07-02 05:55:09,562 - mmaction - INFO - Epoch [99][60/940] lr: 2.720e-01, eta: 18:33:03, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5625, loss_cls: 2.9932, loss: 2.9932 2020-07-02 05:55:18,387 - mmaction - INFO - Epoch [99][80/940] lr: 2.720e-01, eta: 18:32:54, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0954, loss: 3.0954 2020-07-02 05:55:27,235 - mmaction - INFO - Epoch [99][100/940] lr: 2.720e-01, eta: 18:32:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0334, loss: 3.0334 2020-07-02 05:55:36,121 - mmaction - INFO - Epoch [99][120/940] lr: 2.720e-01, eta: 18:32:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.2551, loss: 3.2551 2020-07-02 05:55:44,970 - mmaction - INFO - Epoch [99][140/940] lr: 2.720e-01, eta: 18:32:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1860, loss: 3.1860 2020-07-02 05:55:53,889 - mmaction - INFO - Epoch [99][160/940] lr: 2.720e-01, eta: 18:32:17, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 2.9328, loss: 2.9328 2020-07-02 05:56:02,756 - mmaction - INFO - Epoch [99][180/940] lr: 2.720e-01, eta: 18:32:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1833, loss: 3.1833 2020-07-02 05:56:11,660 - mmaction - INFO - Epoch [99][200/940] lr: 2.720e-01, eta: 18:31:59, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1901, loss: 3.1901 2020-07-02 05:56:20,508 - mmaction - INFO - Epoch [99][220/940] lr: 2.720e-01, eta: 18:31:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1303, loss: 3.1303 2020-07-02 05:56:29,402 - mmaction - INFO - Epoch [99][240/940] lr: 2.720e-01, eta: 18:31:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.4514, loss: 3.4514 2020-07-02 05:56:38,313 - mmaction - INFO - Epoch [99][260/940] lr: 2.720e-01, eta: 18:31:32, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1446, loss: 3.1446 2020-07-02 05:56:47,164 - mmaction - INFO - Epoch [99][280/940] lr: 2.720e-01, eta: 18:31:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1346, loss: 3.1346 2020-07-02 05:56:56,002 - mmaction - INFO - Epoch [99][300/940] lr: 2.720e-01, eta: 18:31:13, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0445, loss: 3.0445 2020-07-02 05:57:04,862 - mmaction - INFO - Epoch [99][320/940] lr: 2.720e-01, eta: 18:31:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5406, loss_cls: 3.2589, loss: 3.2589 2020-07-02 05:57:13,714 - mmaction - INFO - Epoch [99][340/940] lr: 2.720e-01, eta: 18:30:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.3203, loss: 3.3203 2020-07-02 05:57:22,606 - mmaction - INFO - Epoch [99][360/940] lr: 2.720e-01, eta: 18:30:45, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5375, loss_cls: 3.2418, loss: 3.2418 2020-07-02 05:57:31,439 - mmaction - INFO - Epoch [99][380/940] lr: 2.720e-01, eta: 18:30:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.0846, loss: 3.0846 2020-07-02 05:57:40,306 - mmaction - INFO - Epoch [99][400/940] lr: 2.720e-01, eta: 18:30:27, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9093, loss: 2.9093 2020-07-02 05:57:49,172 - mmaction - INFO - Epoch [99][420/940] lr: 2.720e-01, eta: 18:30:18, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.0866, loss: 3.0866 2020-07-02 05:57:58,023 - mmaction - INFO - Epoch [99][440/940] lr: 2.720e-01, eta: 18:30:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0977, loss: 3.0977 2020-07-02 05:58:07,290 - mmaction - INFO - Epoch [99][460/940] lr: 2.720e-01, eta: 18:30:00, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6062, loss_cls: 3.0830, loss: 3.0830 2020-07-02 05:58:16,180 - mmaction - INFO - Epoch [99][480/940] lr: 2.720e-01, eta: 18:29:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 2.9863, loss: 2.9863 2020-07-02 05:58:25,104 - mmaction - INFO - Epoch [99][500/940] lr: 2.720e-01, eta: 18:29:42, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1816, loss: 3.1816 2020-07-02 05:58:33,944 - mmaction - INFO - Epoch [99][520/940] lr: 2.720e-01, eta: 18:29:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0207, loss: 3.0207 2020-07-02 05:58:42,885 - mmaction - INFO - Epoch [99][540/940] lr: 2.720e-01, eta: 18:29:23, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2798, loss: 3.2798 2020-07-02 05:58:51,706 - mmaction - INFO - Epoch [99][560/940] lr: 2.720e-01, eta: 18:29:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5500, loss_cls: 3.2338, loss: 3.2338 2020-07-02 05:59:00,852 - mmaction - INFO - Epoch [99][580/940] lr: 2.720e-01, eta: 18:29:05, time: 0.457, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.9865, loss: 2.9865 2020-07-02 05:59:10,051 - mmaction - INFO - Epoch [99][600/940] lr: 2.720e-01, eta: 18:28:57, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0336, loss: 3.0336 2020-07-02 05:59:18,897 - mmaction - INFO - Epoch [99][620/940] lr: 2.720e-01, eta: 18:28:47, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.1720, loss: 3.1720 2020-07-02 05:59:27,710 - mmaction - INFO - Epoch [99][640/940] lr: 2.720e-01, eta: 18:28:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0984, loss: 3.0984 2020-07-02 05:59:36,864 - mmaction - INFO - Epoch [99][660/940] lr: 2.720e-01, eta: 18:28:29, time: 0.458, data_time: 0.003, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.1739, loss: 3.1739 2020-07-02 05:59:45,677 - mmaction - INFO - Epoch [99][680/940] lr: 2.720e-01, eta: 18:28:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1039, loss: 3.1039 2020-07-02 05:59:54,511 - mmaction - INFO - Epoch [99][700/940] lr: 2.720e-01, eta: 18:28:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 3.0447, loss: 3.0447 2020-07-02 06:00:05,981 - mmaction - INFO - Epoch [99][720/940] lr: 2.720e-01, eta: 18:28:05, time: 0.548, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9435, loss: 2.9435 2020-07-02 06:00:19,893 - mmaction - INFO - Epoch [99][740/940] lr: 2.720e-01, eta: 18:28:05, time: 0.719, data_time: 0.036, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5594, loss_cls: 3.1611, loss: 3.1611 2020-07-02 06:00:28,876 - mmaction - INFO - Epoch [99][760/940] lr: 2.720e-01, eta: 18:27:56, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.2469, loss: 3.2469 2020-07-02 06:00:37,760 - mmaction - INFO - Epoch [99][780/940] lr: 2.720e-01, eta: 18:27:46, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0137, loss: 3.0137 2020-07-02 06:00:46,612 - mmaction - INFO - Epoch [99][800/940] lr: 2.720e-01, eta: 18:27:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0432, loss: 3.0432 2020-07-02 06:00:55,476 - mmaction - INFO - Epoch [99][820/940] lr: 2.720e-01, eta: 18:27:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0694, loss: 3.0694 2020-07-02 06:01:04,327 - mmaction - INFO - Epoch [99][840/940] lr: 2.720e-01, eta: 18:27:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.1156, loss: 3.1156 2020-07-02 06:01:13,223 - mmaction - INFO - Epoch [99][860/940] lr: 2.720e-01, eta: 18:27:10, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0172, loss: 3.0172 2020-07-02 06:01:22,088 - mmaction - INFO - Epoch [99][880/940] lr: 2.720e-01, eta: 18:27:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9704, loss: 2.9704 2020-07-02 06:01:30,967 - mmaction - INFO - Epoch [99][900/940] lr: 2.720e-01, eta: 18:26:51, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0085, loss: 3.0085 2020-07-02 06:01:39,778 - mmaction - INFO - Epoch [99][920/940] lr: 2.720e-01, eta: 18:26:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.8266, loss: 2.8266 2020-07-02 06:01:48,294 - mmaction - INFO - Epoch [99][940/940] lr: 2.720e-01, eta: 18:26:32, time: 0.426, data_time: 0.003, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5617, loss_cls: 3.2614, loss: 3.2614 2020-07-02 06:02:06,719 - mmaction - INFO - Epoch [100][20/940] lr: 2.697e-01, eta: 18:26:38, time: 0.904, data_time: 0.437, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1797, loss: 3.1797 2020-07-02 06:02:15,621 - mmaction - INFO - Epoch [100][40/940] lr: 2.697e-01, eta: 18:26:28, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.0873, loss: 3.0873 2020-07-02 06:02:24,480 - mmaction - INFO - Epoch [100][60/940] lr: 2.697e-01, eta: 18:26:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0870, loss: 3.0870 2020-07-02 06:02:33,335 - mmaction - INFO - Epoch [100][80/940] lr: 2.697e-01, eta: 18:26:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.2754, loss: 3.2754 2020-07-02 06:02:42,204 - mmaction - INFO - Epoch [100][100/940] lr: 2.697e-01, eta: 18:26:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.0613, loss: 3.0613 2020-07-02 06:02:51,085 - mmaction - INFO - Epoch [100][120/940] lr: 2.697e-01, eta: 18:25:51, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2342, loss: 3.2342 2020-07-02 06:02:59,904 - mmaction - INFO - Epoch [100][140/940] lr: 2.697e-01, eta: 18:25:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.7822, loss: 2.7822 2020-07-02 06:03:08,776 - mmaction - INFO - Epoch [100][160/940] lr: 2.697e-01, eta: 18:25:33, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9313, loss: 2.9313 2020-07-02 06:03:17,611 - mmaction - INFO - Epoch [100][180/940] lr: 2.697e-01, eta: 18:25:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6844, loss_cls: 2.7118, loss: 2.7118 2020-07-02 06:03:26,527 - mmaction - INFO - Epoch [100][200/940] lr: 2.697e-01, eta: 18:25:15, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5813, loss_cls: 3.0908, loss: 3.0908 2020-07-02 06:03:35,361 - mmaction - INFO - Epoch [100][220/940] lr: 2.697e-01, eta: 18:25:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7859, loss: 2.7859 2020-07-02 06:03:44,210 - mmaction - INFO - Epoch [100][240/940] lr: 2.697e-01, eta: 18:24:56, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0356, loss: 3.0356 2020-07-02 06:03:53,067 - mmaction - INFO - Epoch [100][260/940] lr: 2.697e-01, eta: 18:24:47, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0567, loss: 3.0567 2020-07-02 06:04:01,921 - mmaction - INFO - Epoch [100][280/940] lr: 2.697e-01, eta: 18:24:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0589, loss: 3.0589 2020-07-02 06:04:10,815 - mmaction - INFO - Epoch [100][300/940] lr: 2.697e-01, eta: 18:24:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.5938, loss_cls: 2.9605, loss: 2.9605 2020-07-02 06:04:19,661 - mmaction - INFO - Epoch [100][320/940] lr: 2.697e-01, eta: 18:24:19, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0052, loss: 3.0052 2020-07-02 06:04:28,614 - mmaction - INFO - Epoch [100][340/940] lr: 2.697e-01, eta: 18:24:10, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 2.9644, loss: 2.9644 2020-07-02 06:04:37,431 - mmaction - INFO - Epoch [100][360/940] lr: 2.697e-01, eta: 18:24:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1344, loss: 3.1344 2020-07-02 06:04:46,302 - mmaction - INFO - Epoch [100][380/940] lr: 2.697e-01, eta: 18:23:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8672, loss: 2.8672 2020-07-02 06:04:55,202 - mmaction - INFO - Epoch [100][400/940] lr: 2.697e-01, eta: 18:23:43, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.1359, loss: 3.1359 2020-07-02 06:05:04,118 - mmaction - INFO - Epoch [100][420/940] lr: 2.697e-01, eta: 18:23:33, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.1118, loss: 3.1118 2020-07-02 06:05:12,949 - mmaction - INFO - Epoch [100][440/940] lr: 2.697e-01, eta: 18:23:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2203, loss: 3.2203 2020-07-02 06:05:21,762 - mmaction - INFO - Epoch [100][460/940] lr: 2.697e-01, eta: 18:23:15, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9963, loss: 2.9963 2020-07-02 06:05:30,628 - mmaction - INFO - Epoch [100][480/940] lr: 2.697e-01, eta: 18:23:06, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9901, loss: 2.9901 2020-07-02 06:05:39,511 - mmaction - INFO - Epoch [100][500/940] lr: 2.697e-01, eta: 18:22:56, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1165, loss: 3.1165 2020-07-02 06:05:48,338 - mmaction - INFO - Epoch [100][520/940] lr: 2.697e-01, eta: 18:22:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1625, loss: 3.1625 2020-07-02 06:05:57,271 - mmaction - INFO - Epoch [100][540/940] lr: 2.697e-01, eta: 18:22:38, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 2.9964, loss: 2.9964 2020-07-02 06:06:06,103 - mmaction - INFO - Epoch [100][560/940] lr: 2.697e-01, eta: 18:22:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0501, loss: 3.0501 2020-07-02 06:06:14,981 - mmaction - INFO - Epoch [100][580/940] lr: 2.697e-01, eta: 18:22:20, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1776, loss: 3.1776 2020-07-02 06:06:23,886 - mmaction - INFO - Epoch [100][600/940] lr: 2.697e-01, eta: 18:22:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.9940, loss: 2.9940 2020-07-02 06:06:32,683 - mmaction - INFO - Epoch [100][620/940] lr: 2.697e-01, eta: 18:22:01, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.1209, loss: 3.1209 2020-07-02 06:06:41,547 - mmaction - INFO - Epoch [100][640/940] lr: 2.697e-01, eta: 18:21:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1373, loss: 3.1373 2020-07-02 06:06:50,440 - mmaction - INFO - Epoch [100][660/940] lr: 2.697e-01, eta: 18:21:43, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9072, loss: 2.9072 2020-07-02 06:06:59,256 - mmaction - INFO - Epoch [100][680/940] lr: 2.697e-01, eta: 18:21:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 3.0168, loss: 3.0168 2020-07-02 06:07:08,106 - mmaction - INFO - Epoch [100][700/940] lr: 2.697e-01, eta: 18:21:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9637, loss: 2.9637 2020-07-02 06:07:16,924 - mmaction - INFO - Epoch [100][720/940] lr: 2.697e-01, eta: 18:21:15, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1715, loss: 3.1715 2020-07-02 06:07:25,754 - mmaction - INFO - Epoch [100][740/940] lr: 2.697e-01, eta: 18:21:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.2114, loss: 3.2114 2020-07-02 06:07:34,616 - mmaction - INFO - Epoch [100][760/940] lr: 2.697e-01, eta: 18:20:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9146, loss: 2.9146 2020-07-02 06:07:43,463 - mmaction - INFO - Epoch [100][780/940] lr: 2.697e-01, eta: 18:20:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0363, loss: 3.0363 2020-07-02 06:07:52,290 - mmaction - INFO - Epoch [100][800/940] lr: 2.697e-01, eta: 18:20:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5094, loss_cls: 3.3248, loss: 3.3248 2020-07-02 06:08:01,110 - mmaction - INFO - Epoch [100][820/940] lr: 2.697e-01, eta: 18:20:29, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2203, loss: 3.2203 2020-07-02 06:08:09,949 - mmaction - INFO - Epoch [100][840/940] lr: 2.697e-01, eta: 18:20:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2570, loss: 3.2570 2020-07-02 06:08:18,969 - mmaction - INFO - Epoch [100][860/940] lr: 2.697e-01, eta: 18:20:11, time: 0.452, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1039, loss: 3.1039 2020-07-02 06:08:27,800 - mmaction - INFO - Epoch [100][880/940] lr: 2.697e-01, eta: 18:20:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0081, loss: 3.0081 2020-07-02 06:08:36,618 - mmaction - INFO - Epoch [100][900/940] lr: 2.697e-01, eta: 18:19:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.2641, loss: 3.2641 2020-07-02 06:08:45,513 - mmaction - INFO - Epoch [100][920/940] lr: 2.697e-01, eta: 18:19:43, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9314, loss: 2.9314 2020-07-02 06:08:54,053 - mmaction - INFO - Epoch [100][940/940] lr: 2.697e-01, eta: 18:19:33, time: 0.428, data_time: 0.002, memory: 6328, top1_acc: 0.2857, top5_acc: 0.5130, loss_cls: 3.3438, loss: 3.3438 2020-07-02 06:08:54,385 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-02 06:09:11,564 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 06:09:12,435 - mmaction - INFO - top1_acc 0.3504 top5_acc 0.6237 2020-07-02 06:09:12,435 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 06:09:12,501 - mmaction - INFO - mean_acc 0.3503 2020-07-02 06:09:12,510 - mmaction - INFO - Epoch [100][940/940] lr: 2.697e-01, top1_acc: 0.3504, top5_acc: 0.6237, mean_class_accuracy: 0.3503 2020-07-02 06:09:25,858 - mmaction - INFO - Epoch [101][20/940] lr: 2.674e-01, eta: 18:19:31, time: 0.667, data_time: 0.177, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3970, loss: 3.3970 2020-07-02 06:09:34,701 - mmaction - INFO - Epoch [101][40/940] lr: 2.674e-01, eta: 18:19:22, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1551, loss: 3.1551 2020-07-02 06:09:43,606 - mmaction - INFO - Epoch [101][60/940] lr: 2.674e-01, eta: 18:19:13, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.8748, loss: 2.8748 2020-07-02 06:09:52,507 - mmaction - INFO - Epoch [101][80/940] lr: 2.674e-01, eta: 18:19:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0434, loss: 3.0434 2020-07-02 06:10:01,414 - mmaction - INFO - Epoch [101][100/940] lr: 2.674e-01, eta: 18:18:54, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8929, loss: 2.8929 2020-07-02 06:10:10,278 - mmaction - INFO - Epoch [101][120/940] lr: 2.674e-01, eta: 18:18:45, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1151, loss: 3.1151 2020-07-02 06:10:19,298 - mmaction - INFO - Epoch [101][140/940] lr: 2.674e-01, eta: 18:18:36, time: 0.451, data_time: 0.006, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9436, loss: 2.9436 2020-07-02 06:10:28,160 - mmaction - INFO - Epoch [101][160/940] lr: 2.674e-01, eta: 18:18:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1109, loss: 3.1109 2020-07-02 06:10:37,184 - mmaction - INFO - Epoch [101][180/940] lr: 2.674e-01, eta: 18:18:18, time: 0.451, data_time: 0.009, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 2.9094, loss: 2.9094 2020-07-02 06:10:46,077 - mmaction - INFO - Epoch [101][200/940] lr: 2.674e-01, eta: 18:18:09, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0579, loss: 3.0579 2020-07-02 06:10:54,919 - mmaction - INFO - Epoch [101][220/940] lr: 2.674e-01, eta: 18:18:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0115, loss: 3.0115 2020-07-02 06:11:03,802 - mmaction - INFO - Epoch [101][240/940] lr: 2.674e-01, eta: 18:17:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.0798, loss: 3.0798 2020-07-02 06:11:12,667 - mmaction - INFO - Epoch [101][260/940] lr: 2.674e-01, eta: 18:17:41, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0856, loss: 3.0856 2020-07-02 06:11:21,507 - mmaction - INFO - Epoch [101][280/940] lr: 2.674e-01, eta: 18:17:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9684, loss: 2.9684 2020-07-02 06:11:30,362 - mmaction - INFO - Epoch [101][300/940] lr: 2.674e-01, eta: 18:17:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9821, loss: 2.9821 2020-07-02 06:11:39,244 - mmaction - INFO - Epoch [101][320/940] lr: 2.674e-01, eta: 18:17:13, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9964, loss: 2.9964 2020-07-02 06:11:48,104 - mmaction - INFO - Epoch [101][340/940] lr: 2.674e-01, eta: 18:17:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.0034, loss: 3.0034 2020-07-02 06:11:57,211 - mmaction - INFO - Epoch [101][360/940] lr: 2.674e-01, eta: 18:16:55, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2405, loss: 3.2405 2020-07-02 06:12:06,144 - mmaction - INFO - Epoch [101][380/940] lr: 2.674e-01, eta: 18:16:46, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1513, loss: 3.1513 2020-07-02 06:12:15,118 - mmaction - INFO - Epoch [101][400/940] lr: 2.674e-01, eta: 18:16:37, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0843, loss: 3.0843 2020-07-02 06:12:23,977 - mmaction - INFO - Epoch [101][420/940] lr: 2.674e-01, eta: 18:16:28, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8829, loss: 2.8829 2020-07-02 06:12:32,798 - mmaction - INFO - Epoch [101][440/940] lr: 2.674e-01, eta: 18:16:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5625, loss_cls: 3.1433, loss: 3.1433 2020-07-02 06:12:41,687 - mmaction - INFO - Epoch [101][460/940] lr: 2.674e-01, eta: 18:16:10, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 3.0015, loss: 3.0015 2020-07-02 06:12:50,593 - mmaction - INFO - Epoch [101][480/940] lr: 2.674e-01, eta: 18:16:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.9777, loss: 2.9777 2020-07-02 06:12:59,440 - mmaction - INFO - Epoch [101][500/940] lr: 2.674e-01, eta: 18:15:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 2.9678, loss: 2.9678 2020-07-02 06:13:08,269 - mmaction - INFO - Epoch [101][520/940] lr: 2.674e-01, eta: 18:15:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.3561, loss: 3.3561 2020-07-02 06:13:17,169 - mmaction - INFO - Epoch [101][540/940] lr: 2.674e-01, eta: 18:15:33, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9667, loss: 2.9667 2020-07-02 06:13:26,046 - mmaction - INFO - Epoch [101][560/940] lr: 2.674e-01, eta: 18:15:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1010, loss: 3.1010 2020-07-02 06:13:35,020 - mmaction - INFO - Epoch [101][580/940] lr: 2.674e-01, eta: 18:15:15, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1296, loss: 3.1296 2020-07-02 06:13:43,829 - mmaction - INFO - Epoch [101][600/940] lr: 2.674e-01, eta: 18:15:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0866, loss: 3.0866 2020-07-02 06:13:52,690 - mmaction - INFO - Epoch [101][620/940] lr: 2.674e-01, eta: 18:14:56, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1836, loss: 3.1836 2020-07-02 06:14:01,508 - mmaction - INFO - Epoch [101][640/940] lr: 2.674e-01, eta: 18:14:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0181, loss: 3.0181 2020-07-02 06:14:10,362 - mmaction - INFO - Epoch [101][660/940] lr: 2.674e-01, eta: 18:14:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2613, loss: 3.2613 2020-07-02 06:14:19,302 - mmaction - INFO - Epoch [101][680/940] lr: 2.674e-01, eta: 18:14:29, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 2.9816, loss: 2.9816 2020-07-02 06:14:28,118 - mmaction - INFO - Epoch [101][700/940] lr: 2.674e-01, eta: 18:14:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0600, loss: 3.0600 2020-07-02 06:14:36,949 - mmaction - INFO - Epoch [101][720/940] lr: 2.674e-01, eta: 18:14:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9377, loss: 2.9377 2020-07-02 06:14:45,815 - mmaction - INFO - Epoch [101][740/940] lr: 2.674e-01, eta: 18:14:01, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1336, loss: 3.1336 2020-07-02 06:14:54,675 - mmaction - INFO - Epoch [101][760/940] lr: 2.674e-01, eta: 18:13:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1063, loss: 3.1063 2020-07-02 06:15:03,597 - mmaction - INFO - Epoch [101][780/940] lr: 2.674e-01, eta: 18:13:42, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1917, loss: 3.1917 2020-07-02 06:15:12,431 - mmaction - INFO - Epoch [101][800/940] lr: 2.674e-01, eta: 18:13:33, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0211, loss: 3.0211 2020-07-02 06:15:21,298 - mmaction - INFO - Epoch [101][820/940] lr: 2.674e-01, eta: 18:13:24, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.8719, loss: 2.8719 2020-07-02 06:15:30,161 - mmaction - INFO - Epoch [101][840/940] lr: 2.674e-01, eta: 18:13:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1138, loss: 3.1138 2020-07-02 06:15:38,978 - mmaction - INFO - Epoch [101][860/940] lr: 2.674e-01, eta: 18:13:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5844, loss_cls: 3.0995, loss: 3.0995 2020-07-02 06:15:47,830 - mmaction - INFO - Epoch [101][880/940] lr: 2.674e-01, eta: 18:12:56, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0171, loss: 3.0171 2020-07-02 06:15:56,723 - mmaction - INFO - Epoch [101][900/940] lr: 2.674e-01, eta: 18:12:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2526, loss: 3.2526 2020-07-02 06:16:05,622 - mmaction - INFO - Epoch [101][920/940] lr: 2.674e-01, eta: 18:12:38, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.1175, loss: 3.1175 2020-07-02 06:16:14,021 - mmaction - INFO - Epoch [101][940/940] lr: 2.674e-01, eta: 18:12:28, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3669, top5_acc: 0.5812, loss_cls: 2.9858, loss: 2.9858 2020-07-02 06:16:28,695 - mmaction - INFO - Epoch [102][20/940] lr: 2.651e-01, eta: 18:12:27, time: 0.717, data_time: 0.267, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9447, loss: 2.9447 2020-07-02 06:16:38,049 - mmaction - INFO - Epoch [102][40/940] lr: 2.651e-01, eta: 18:12:19, time: 0.468, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5375, loss_cls: 3.1755, loss: 3.1755 2020-07-02 06:16:46,919 - mmaction - INFO - Epoch [102][60/940] lr: 2.651e-01, eta: 18:12:10, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0298, loss: 3.0298 2020-07-02 06:16:55,757 - mmaction - INFO - Epoch [102][80/940] lr: 2.651e-01, eta: 18:12:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9417, loss: 2.9417 2020-07-02 06:17:04,613 - mmaction - INFO - Epoch [102][100/940] lr: 2.651e-01, eta: 18:11:51, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0558, loss: 3.0558 2020-07-02 06:17:13,505 - mmaction - INFO - Epoch [102][120/940] lr: 2.651e-01, eta: 18:11:42, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1400, loss: 3.1400 2020-07-02 06:17:22,362 - mmaction - INFO - Epoch [102][140/940] lr: 2.651e-01, eta: 18:11:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7458, loss: 2.7458 2020-07-02 06:17:31,255 - mmaction - INFO - Epoch [102][160/940] lr: 2.651e-01, eta: 18:11:24, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9610, loss: 2.9610 2020-07-02 06:17:40,235 - mmaction - INFO - Epoch [102][180/940] lr: 2.651e-01, eta: 18:11:15, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5938, loss_cls: 3.0392, loss: 3.0392 2020-07-02 06:17:49,168 - mmaction - INFO - Epoch [102][200/940] lr: 2.651e-01, eta: 18:11:06, time: 0.448, data_time: 0.006, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0580, loss: 3.0580 2020-07-02 06:17:58,007 - mmaction - INFO - Epoch [102][220/940] lr: 2.651e-01, eta: 18:10:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5406, loss_cls: 3.0955, loss: 3.0955 2020-07-02 06:18:06,891 - mmaction - INFO - Epoch [102][240/940] lr: 2.651e-01, eta: 18:10:47, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0076, loss: 3.0076 2020-07-02 06:18:15,855 - mmaction - INFO - Epoch [102][260/940] lr: 2.651e-01, eta: 18:10:38, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1175, loss: 3.1175 2020-07-02 06:18:24,713 - mmaction - INFO - Epoch [102][280/940] lr: 2.651e-01, eta: 18:10:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9683, loss: 2.9683 2020-07-02 06:18:33,599 - mmaction - INFO - Epoch [102][300/940] lr: 2.651e-01, eta: 18:10:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5687, loss_cls: 3.0624, loss: 3.0624 2020-07-02 06:18:42,473 - mmaction - INFO - Epoch [102][320/940] lr: 2.651e-01, eta: 18:10:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.0486, loss: 3.0486 2020-07-02 06:18:51,365 - mmaction - INFO - Epoch [102][340/940] lr: 2.651e-01, eta: 18:10:01, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9702, loss: 2.9702 2020-07-02 06:19:00,307 - mmaction - INFO - Epoch [102][360/940] lr: 2.651e-01, eta: 18:09:52, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.1997, loss: 3.1997 2020-07-02 06:19:09,201 - mmaction - INFO - Epoch [102][380/940] lr: 2.651e-01, eta: 18:09:43, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5437, loss_cls: 3.2560, loss: 3.2560 2020-07-02 06:19:18,116 - mmaction - INFO - Epoch [102][400/940] lr: 2.651e-01, eta: 18:09:34, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.1963, loss: 3.1963 2020-07-02 06:19:26,949 - mmaction - INFO - Epoch [102][420/940] lr: 2.651e-01, eta: 18:09:25, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0417, loss: 3.0417 2020-07-02 06:19:35,837 - mmaction - INFO - Epoch [102][440/940] lr: 2.651e-01, eta: 18:09:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.6094, loss_cls: 3.0415, loss: 3.0415 2020-07-02 06:19:44,734 - mmaction - INFO - Epoch [102][460/940] lr: 2.651e-01, eta: 18:09:06, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.1031, loss: 3.1031 2020-07-02 06:19:53,648 - mmaction - INFO - Epoch [102][480/940] lr: 2.651e-01, eta: 18:08:57, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9273, loss: 2.9273 2020-07-02 06:20:02,538 - mmaction - INFO - Epoch [102][500/940] lr: 2.651e-01, eta: 18:08:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0359, loss: 3.0359 2020-07-02 06:20:11,461 - mmaction - INFO - Epoch [102][520/940] lr: 2.651e-01, eta: 18:08:39, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2178, loss: 3.2178 2020-07-02 06:20:20,305 - mmaction - INFO - Epoch [102][540/940] lr: 2.651e-01, eta: 18:08:30, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0611, loss: 3.0611 2020-07-02 06:20:29,118 - mmaction - INFO - Epoch [102][560/940] lr: 2.651e-01, eta: 18:08:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8927, loss: 2.8927 2020-07-02 06:20:38,022 - mmaction - INFO - Epoch [102][580/940] lr: 2.651e-01, eta: 18:08:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0525, loss: 3.0525 2020-07-02 06:20:46,882 - mmaction - INFO - Epoch [102][600/940] lr: 2.651e-01, eta: 18:08:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8020, loss: 2.8020 2020-07-02 06:20:55,716 - mmaction - INFO - Epoch [102][620/940] lr: 2.651e-01, eta: 18:07:53, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0426, loss: 3.0426 2020-07-02 06:21:04,591 - mmaction - INFO - Epoch [102][640/940] lr: 2.651e-01, eta: 18:07:44, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6375, loss_cls: 2.9263, loss: 2.9263 2020-07-02 06:21:13,414 - mmaction - INFO - Epoch [102][660/940] lr: 2.651e-01, eta: 18:07:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0430, loss: 3.0430 2020-07-02 06:21:22,221 - mmaction - INFO - Epoch [102][680/940] lr: 2.651e-01, eta: 18:07:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9048, loss: 2.9048 2020-07-02 06:21:31,034 - mmaction - INFO - Epoch [102][700/940] lr: 2.651e-01, eta: 18:07:16, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.2844, loss: 3.2844 2020-07-02 06:21:39,947 - mmaction - INFO - Epoch [102][720/940] lr: 2.651e-01, eta: 18:07:07, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2411, loss: 3.2411 2020-07-02 06:21:48,822 - mmaction - INFO - Epoch [102][740/940] lr: 2.651e-01, eta: 18:06:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9879, loss: 2.9879 2020-07-02 06:21:57,629 - mmaction - INFO - Epoch [102][760/940] lr: 2.651e-01, eta: 18:06:48, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0002, loss: 3.0002 2020-07-02 06:22:06,492 - mmaction - INFO - Epoch [102][780/940] lr: 2.651e-01, eta: 18:06:39, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9378, loss: 2.9378 2020-07-02 06:22:15,349 - mmaction - INFO - Epoch [102][800/940] lr: 2.651e-01, eta: 18:06:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5406, loss_cls: 3.1662, loss: 3.1662 2020-07-02 06:22:24,218 - mmaction - INFO - Epoch [102][820/940] lr: 2.651e-01, eta: 18:06:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0078, loss: 3.0078 2020-07-02 06:22:33,081 - mmaction - INFO - Epoch [102][840/940] lr: 2.651e-01, eta: 18:06:11, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0232, loss: 3.0232 2020-07-02 06:22:41,895 - mmaction - INFO - Epoch [102][860/940] lr: 2.651e-01, eta: 18:06:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.8693, loss: 2.8693 2020-07-02 06:22:50,734 - mmaction - INFO - Epoch [102][880/940] lr: 2.651e-01, eta: 18:05:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6062, loss_cls: 3.1211, loss: 3.1211 2020-07-02 06:22:59,627 - mmaction - INFO - Epoch [102][900/940] lr: 2.651e-01, eta: 18:05:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9398, loss: 2.9398 2020-07-02 06:23:08,776 - mmaction - INFO - Epoch [102][920/940] lr: 2.651e-01, eta: 18:05:35, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1981, loss: 3.1981 2020-07-02 06:23:17,222 - mmaction - INFO - Epoch [102][940/940] lr: 2.651e-01, eta: 18:05:25, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.3831, top5_acc: 0.5844, loss_cls: 2.8864, loss: 2.8864 2020-07-02 06:23:31,761 - mmaction - INFO - Epoch [103][20/940] lr: 2.627e-01, eta: 18:05:24, time: 0.711, data_time: 0.266, memory: 6328, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4014, loss: 3.4014 2020-07-02 06:23:40,646 - mmaction - INFO - Epoch [103][40/940] lr: 2.627e-01, eta: 18:05:15, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.1020, loss: 3.1020 2020-07-02 06:23:49,489 - mmaction - INFO - Epoch [103][60/940] lr: 2.627e-01, eta: 18:05:06, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8053, loss: 2.8053 2020-07-02 06:23:58,297 - mmaction - INFO - Epoch [103][80/940] lr: 2.627e-01, eta: 18:04:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.9648, loss: 2.9648 2020-07-02 06:24:07,176 - mmaction - INFO - Epoch [103][100/940] lr: 2.627e-01, eta: 18:04:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.2177, loss: 3.2177 2020-07-02 06:24:16,079 - mmaction - INFO - Epoch [103][120/940] lr: 2.627e-01, eta: 18:04:38, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9043, loss: 2.9043 2020-07-02 06:24:24,965 - mmaction - INFO - Epoch [103][140/940] lr: 2.627e-01, eta: 18:04:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7981, loss: 2.7981 2020-07-02 06:24:33,825 - mmaction - INFO - Epoch [103][160/940] lr: 2.627e-01, eta: 18:04:20, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2185, loss: 3.2185 2020-07-02 06:24:42,756 - mmaction - INFO - Epoch [103][180/940] lr: 2.627e-01, eta: 18:04:11, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.0195, loss: 3.0195 2020-07-02 06:24:51,649 - mmaction - INFO - Epoch [103][200/940] lr: 2.627e-01, eta: 18:04:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.0929, loss: 3.0929 2020-07-02 06:25:00,547 - mmaction - INFO - Epoch [103][220/940] lr: 2.627e-01, eta: 18:03:52, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5563, loss_cls: 3.1637, loss: 3.1637 2020-07-02 06:25:09,415 - mmaction - INFO - Epoch [103][240/940] lr: 2.627e-01, eta: 18:03:43, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.0974, loss: 3.0974 2020-07-02 06:25:18,290 - mmaction - INFO - Epoch [103][260/940] lr: 2.627e-01, eta: 18:03:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1423, loss: 3.1423 2020-07-02 06:25:27,532 - mmaction - INFO - Epoch [103][280/940] lr: 2.627e-01, eta: 18:03:25, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.1273, loss: 3.1273 2020-07-02 06:25:36,381 - mmaction - INFO - Epoch [103][300/940] lr: 2.627e-01, eta: 18:03:16, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 2.9791, loss: 2.9791 2020-07-02 06:25:45,261 - mmaction - INFO - Epoch [103][320/940] lr: 2.627e-01, eta: 18:03:07, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0640, loss: 3.0640 2020-07-02 06:25:54,105 - mmaction - INFO - Epoch [103][340/940] lr: 2.627e-01, eta: 18:02:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9003, loss: 2.9003 2020-07-02 06:26:02,980 - mmaction - INFO - Epoch [103][360/940] lr: 2.627e-01, eta: 18:02:48, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 3.0164, loss: 3.0164 2020-07-02 06:26:11,856 - mmaction - INFO - Epoch [103][380/940] lr: 2.627e-01, eta: 18:02:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9472, loss: 2.9472 2020-07-02 06:26:20,788 - mmaction - INFO - Epoch [103][400/940] lr: 2.627e-01, eta: 18:02:30, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0566, loss: 3.0566 2020-07-02 06:26:29,693 - mmaction - INFO - Epoch [103][420/940] lr: 2.627e-01, eta: 18:02:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0238, loss: 3.0238 2020-07-02 06:26:38,565 - mmaction - INFO - Epoch [103][440/940] lr: 2.627e-01, eta: 18:02:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0486, loss: 3.0486 2020-07-02 06:26:47,481 - mmaction - INFO - Epoch [103][460/940] lr: 2.627e-01, eta: 18:02:03, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9635, loss: 2.9635 2020-07-02 06:26:56,345 - mmaction - INFO - Epoch [103][480/940] lr: 2.627e-01, eta: 18:01:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0832, loss: 3.0832 2020-07-02 06:27:05,209 - mmaction - INFO - Epoch [103][500/940] lr: 2.627e-01, eta: 18:01:44, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.2183, loss: 3.2183 2020-07-02 06:27:14,055 - mmaction - INFO - Epoch [103][520/940] lr: 2.627e-01, eta: 18:01:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9501, loss: 2.9501 2020-07-02 06:27:22,935 - mmaction - INFO - Epoch [103][540/940] lr: 2.627e-01, eta: 18:01:26, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 2.8804, loss: 2.8804 2020-07-02 06:27:31,794 - mmaction - INFO - Epoch [103][560/940] lr: 2.627e-01, eta: 18:01:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 2.8696, loss: 2.8696 2020-07-02 06:27:40,684 - mmaction - INFO - Epoch [103][580/940] lr: 2.627e-01, eta: 18:01:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 2.9909, loss: 2.9909 2020-07-02 06:27:49,534 - mmaction - INFO - Epoch [103][600/940] lr: 2.627e-01, eta: 18:00:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.2379, loss: 3.2379 2020-07-02 06:27:58,500 - mmaction - INFO - Epoch [103][620/940] lr: 2.627e-01, eta: 18:00:49, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.7960, loss: 2.7960 2020-07-02 06:28:07,298 - mmaction - INFO - Epoch [103][640/940] lr: 2.627e-01, eta: 18:00:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.2006, loss: 3.2006 2020-07-02 06:28:16,196 - mmaction - INFO - Epoch [103][660/940] lr: 2.627e-01, eta: 18:00:31, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9891, loss: 2.9891 2020-07-02 06:28:25,105 - mmaction - INFO - Epoch [103][680/940] lr: 2.627e-01, eta: 18:00:22, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 3.0064, loss: 3.0064 2020-07-02 06:28:33,972 - mmaction - INFO - Epoch [103][700/940] lr: 2.627e-01, eta: 18:00:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1185, loss: 3.1185 2020-07-02 06:28:42,763 - mmaction - INFO - Epoch [103][720/940] lr: 2.627e-01, eta: 18:00:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2719, top5_acc: 0.6000, loss_cls: 3.1245, loss: 3.1245 2020-07-02 06:28:51,728 - mmaction - INFO - Epoch [103][740/940] lr: 2.627e-01, eta: 17:59:54, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9438, loss: 2.9438 2020-07-02 06:29:00,585 - mmaction - INFO - Epoch [103][760/940] lr: 2.627e-01, eta: 17:59:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1523, loss: 3.1523 2020-07-02 06:29:09,436 - mmaction - INFO - Epoch [103][780/940] lr: 2.627e-01, eta: 17:59:36, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9498, loss: 2.9498 2020-07-02 06:29:18,297 - mmaction - INFO - Epoch [103][800/940] lr: 2.627e-01, eta: 17:59:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.2779, loss: 3.2779 2020-07-02 06:29:27,136 - mmaction - INFO - Epoch [103][820/940] lr: 2.627e-01, eta: 17:59:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.0748, loss: 3.0748 2020-07-02 06:29:36,014 - mmaction - INFO - Epoch [103][840/940] lr: 2.627e-01, eta: 17:59:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 3.1190, loss: 3.1190 2020-07-02 06:29:44,938 - mmaction - INFO - Epoch [103][860/940] lr: 2.627e-01, eta: 17:58:59, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.0287, loss: 3.0287 2020-07-02 06:29:53,835 - mmaction - INFO - Epoch [103][880/940] lr: 2.627e-01, eta: 17:58:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6219, loss_cls: 2.9274, loss: 2.9274 2020-07-02 06:30:02,664 - mmaction - INFO - Epoch [103][900/940] lr: 2.627e-01, eta: 17:58:41, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.2276, loss: 3.2276 2020-07-02 06:30:11,543 - mmaction - INFO - Epoch [103][920/940] lr: 2.627e-01, eta: 17:58:31, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2083, loss: 3.2083 2020-07-02 06:30:20,003 - mmaction - INFO - Epoch [103][940/940] lr: 2.627e-01, eta: 17:58:22, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.2987, top5_acc: 0.4968, loss_cls: 3.4220, loss: 3.4220 2020-07-02 06:30:34,401 - mmaction - INFO - Epoch [104][20/940] lr: 2.604e-01, eta: 17:58:20, time: 0.703, data_time: 0.254, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1069, loss: 3.1069 2020-07-02 06:30:43,322 - mmaction - INFO - Epoch [104][40/940] lr: 2.604e-01, eta: 17:58:11, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.2068, loss: 3.2068 2020-07-02 06:30:52,163 - mmaction - INFO - Epoch [104][60/940] lr: 2.604e-01, eta: 17:58:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.0505, loss: 3.0505 2020-07-02 06:31:01,055 - mmaction - INFO - Epoch [104][80/940] lr: 2.604e-01, eta: 17:57:53, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9138, loss: 2.9138 2020-07-02 06:31:09,915 - mmaction - INFO - Epoch [104][100/940] lr: 2.604e-01, eta: 17:57:43, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.8851, loss: 2.8851 2020-07-02 06:31:18,857 - mmaction - INFO - Epoch [104][120/940] lr: 2.604e-01, eta: 17:57:34, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9512, loss: 2.9512 2020-07-02 06:31:27,725 - mmaction - INFO - Epoch [104][140/940] lr: 2.604e-01, eta: 17:57:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 2.9329, loss: 2.9329 2020-07-02 06:31:36,564 - mmaction - INFO - Epoch [104][160/940] lr: 2.604e-01, eta: 17:57:16, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.8386, loss: 2.8386 2020-07-02 06:31:45,518 - mmaction - INFO - Epoch [104][180/940] lr: 2.604e-01, eta: 17:57:07, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9294, loss: 2.9294 2020-07-02 06:31:54,387 - mmaction - INFO - Epoch [104][200/940] lr: 2.604e-01, eta: 17:56:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9896, loss: 2.9896 2020-07-02 06:32:03,240 - mmaction - INFO - Epoch [104][220/940] lr: 2.604e-01, eta: 17:56:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9605, loss: 2.9605 2020-07-02 06:32:12,119 - mmaction - INFO - Epoch [104][240/940] lr: 2.604e-01, eta: 17:56:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0798, loss: 3.0798 2020-07-02 06:32:21,026 - mmaction - INFO - Epoch [104][260/940] lr: 2.604e-01, eta: 17:56:30, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.8966, loss: 2.8966 2020-07-02 06:32:29,875 - mmaction - INFO - Epoch [104][280/940] lr: 2.604e-01, eta: 17:56:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6312, loss_cls: 2.9544, loss: 2.9544 2020-07-02 06:32:38,721 - mmaction - INFO - Epoch [104][300/940] lr: 2.604e-01, eta: 17:56:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1007, loss: 3.1007 2020-07-02 06:32:47,657 - mmaction - INFO - Epoch [104][320/940] lr: 2.604e-01, eta: 17:56:03, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2234, loss: 3.2234 2020-07-02 06:32:56,585 - mmaction - INFO - Epoch [104][340/940] lr: 2.604e-01, eta: 17:55:53, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.2542, loss: 3.2542 2020-07-02 06:33:05,437 - mmaction - INFO - Epoch [104][360/940] lr: 2.604e-01, eta: 17:55:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 2.9888, loss: 2.9888 2020-07-02 06:33:14,352 - mmaction - INFO - Epoch [104][380/940] lr: 2.604e-01, eta: 17:55:35, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 3.0267, loss: 3.0267 2020-07-02 06:33:23,223 - mmaction - INFO - Epoch [104][400/940] lr: 2.604e-01, eta: 17:55:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.1160, loss: 3.1160 2020-07-02 06:33:32,061 - mmaction - INFO - Epoch [104][420/940] lr: 2.604e-01, eta: 17:55:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1517, loss: 3.1517 2020-07-02 06:33:40,947 - mmaction - INFO - Epoch [104][440/940] lr: 2.604e-01, eta: 17:55:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5469, loss_cls: 3.1052, loss: 3.1052 2020-07-02 06:33:49,808 - mmaction - INFO - Epoch [104][460/940] lr: 2.604e-01, eta: 17:54:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0942, loss: 3.0942 2020-07-02 06:33:58,692 - mmaction - INFO - Epoch [104][480/940] lr: 2.604e-01, eta: 17:54:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0038, loss: 3.0038 2020-07-02 06:34:07,586 - mmaction - INFO - Epoch [104][500/940] lr: 2.604e-01, eta: 17:54:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9643, loss: 2.9643 2020-07-02 06:34:16,484 - mmaction - INFO - Epoch [104][520/940] lr: 2.604e-01, eta: 17:54:31, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6125, loss_cls: 3.0579, loss: 3.0579 2020-07-02 06:34:25,336 - mmaction - INFO - Epoch [104][540/940] lr: 2.604e-01, eta: 17:54:22, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0860, loss: 3.0860 2020-07-02 06:34:34,129 - mmaction - INFO - Epoch [104][560/940] lr: 2.604e-01, eta: 17:54:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2000, loss: 3.2000 2020-07-02 06:34:43,068 - mmaction - INFO - Epoch [104][580/940] lr: 2.604e-01, eta: 17:54:03, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 2.9614, loss: 2.9614 2020-07-02 06:34:51,946 - mmaction - INFO - Epoch [104][600/940] lr: 2.604e-01, eta: 17:53:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.9349, loss: 2.9349 2020-07-02 06:35:00,866 - mmaction - INFO - Epoch [104][620/940] lr: 2.604e-01, eta: 17:53:45, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.9342, loss: 2.9342 2020-07-02 06:35:09,693 - mmaction - INFO - Epoch [104][640/940] lr: 2.604e-01, eta: 17:53:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0586, loss: 3.0586 2020-07-02 06:35:18,545 - mmaction - INFO - Epoch [104][660/940] lr: 2.604e-01, eta: 17:53:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 3.0332, loss: 3.0332 2020-07-02 06:35:27,446 - mmaction - INFO - Epoch [104][680/940] lr: 2.604e-01, eta: 17:53:17, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 2.9858, loss: 2.9858 2020-07-02 06:35:36,344 - mmaction - INFO - Epoch [104][700/940] lr: 2.604e-01, eta: 17:53:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 3.0682, loss: 3.0682 2020-07-02 06:35:45,198 - mmaction - INFO - Epoch [104][720/940] lr: 2.604e-01, eta: 17:52:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0585, loss: 3.0585 2020-07-02 06:35:54,114 - mmaction - INFO - Epoch [104][740/940] lr: 2.604e-01, eta: 17:52:50, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6281, loss_cls: 3.0822, loss: 3.0822 2020-07-02 06:36:02,978 - mmaction - INFO - Epoch [104][760/940] lr: 2.604e-01, eta: 17:52:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9941, loss: 2.9941 2020-07-02 06:36:11,819 - mmaction - INFO - Epoch [104][780/940] lr: 2.604e-01, eta: 17:52:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2081, loss: 3.2081 2020-07-02 06:36:20,786 - mmaction - INFO - Epoch [104][800/940] lr: 2.604e-01, eta: 17:52:22, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9949, loss: 2.9949 2020-07-02 06:36:29,691 - mmaction - INFO - Epoch [104][820/940] lr: 2.604e-01, eta: 17:52:13, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5656, loss_cls: 3.1395, loss: 3.1395 2020-07-02 06:36:38,501 - mmaction - INFO - Epoch [104][840/940] lr: 2.604e-01, eta: 17:52:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 2.9930, loss: 2.9930 2020-07-02 06:36:47,300 - mmaction - INFO - Epoch [104][860/940] lr: 2.604e-01, eta: 17:51:55, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.2038, loss: 3.2038 2020-07-02 06:36:56,180 - mmaction - INFO - Epoch [104][880/940] lr: 2.604e-01, eta: 17:51:46, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0386, loss: 3.0386 2020-07-02 06:37:05,016 - mmaction - INFO - Epoch [104][900/940] lr: 2.604e-01, eta: 17:51:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8873, loss: 2.8873 2020-07-02 06:37:13,844 - mmaction - INFO - Epoch [104][920/940] lr: 2.604e-01, eta: 17:51:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8022, loss: 2.8022 2020-07-02 06:37:22,372 - mmaction - INFO - Epoch [104][940/940] lr: 2.604e-01, eta: 17:51:17, time: 0.425, data_time: 0.002, memory: 6328, top1_acc: 0.3474, top5_acc: 0.6039, loss_cls: 3.0049, loss: 3.0049 2020-07-02 06:37:22,693 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-02 06:37:36,774 - mmaction - INFO - Epoch [105][20/940] lr: 2.581e-01, eta: 17:51:15, time: 0.663, data_time: 0.219, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1781, loss: 3.1781 2020-07-02 06:37:45,626 - mmaction - INFO - Epoch [105][40/940] lr: 2.581e-01, eta: 17:51:05, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1371, loss: 3.1371 2020-07-02 06:37:54,524 - mmaction - INFO - Epoch [105][60/940] lr: 2.581e-01, eta: 17:50:56, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8438, loss: 2.8438 2020-07-02 06:38:03,372 - mmaction - INFO - Epoch [105][80/940] lr: 2.581e-01, eta: 17:50:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9497, loss: 2.9497 2020-07-02 06:38:12,232 - mmaction - INFO - Epoch [105][100/940] lr: 2.581e-01, eta: 17:50:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0738, loss: 3.0738 2020-07-02 06:38:21,123 - mmaction - INFO - Epoch [105][120/940] lr: 2.581e-01, eta: 17:50:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.0726, loss: 3.0726 2020-07-02 06:38:30,018 - mmaction - INFO - Epoch [105][140/940] lr: 2.581e-01, eta: 17:50:20, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9286, loss: 2.9286 2020-07-02 06:38:38,919 - mmaction - INFO - Epoch [105][160/940] lr: 2.581e-01, eta: 17:50:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.6000, loss_cls: 3.0209, loss: 3.0209 2020-07-02 06:38:47,807 - mmaction - INFO - Epoch [105][180/940] lr: 2.581e-01, eta: 17:50:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9371, loss: 2.9371 2020-07-02 06:38:56,661 - mmaction - INFO - Epoch [105][200/940] lr: 2.581e-01, eta: 17:49:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1832, loss: 3.1832 2020-07-02 06:39:05,506 - mmaction - INFO - Epoch [105][220/940] lr: 2.581e-01, eta: 17:49:43, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0588, loss: 3.0588 2020-07-02 06:39:14,442 - mmaction - INFO - Epoch [105][240/940] lr: 2.581e-01, eta: 17:49:34, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9810, loss: 2.9810 2020-07-02 06:39:23,310 - mmaction - INFO - Epoch [105][260/940] lr: 2.581e-01, eta: 17:49:25, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0799, loss: 3.0799 2020-07-02 06:39:32,202 - mmaction - INFO - Epoch [105][280/940] lr: 2.581e-01, eta: 17:49:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9305, loss: 2.9305 2020-07-02 06:39:41,072 - mmaction - INFO - Epoch [105][300/940] lr: 2.581e-01, eta: 17:49:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1039, loss: 3.1039 2020-07-02 06:39:49,931 - mmaction - INFO - Epoch [105][320/940] lr: 2.581e-01, eta: 17:48:57, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0758, loss: 3.0758 2020-07-02 06:39:59,166 - mmaction - INFO - Epoch [105][340/940] lr: 2.581e-01, eta: 17:48:48, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1818, loss: 3.1818 2020-07-02 06:40:08,065 - mmaction - INFO - Epoch [105][360/940] lr: 2.581e-01, eta: 17:48:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.7956, loss: 2.7956 2020-07-02 06:40:16,939 - mmaction - INFO - Epoch [105][380/940] lr: 2.581e-01, eta: 17:48:30, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.0555, loss: 3.0555 2020-07-02 06:40:25,826 - mmaction - INFO - Epoch [105][400/940] lr: 2.581e-01, eta: 17:48:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.0902, loss: 3.0902 2020-07-02 06:40:34,750 - mmaction - INFO - Epoch [105][420/940] lr: 2.581e-01, eta: 17:48:12, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.9363, loss: 2.9363 2020-07-02 06:40:43,620 - mmaction - INFO - Epoch [105][440/940] lr: 2.581e-01, eta: 17:48:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0163, loss: 3.0163 2020-07-02 06:40:52,456 - mmaction - INFO - Epoch [105][460/940] lr: 2.581e-01, eta: 17:47:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9936, loss: 2.9936 2020-07-02 06:41:01,335 - mmaction - INFO - Epoch [105][480/940] lr: 2.581e-01, eta: 17:47:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6281, loss_cls: 2.8724, loss: 2.8724 2020-07-02 06:41:10,594 - mmaction - INFO - Epoch [105][500/940] lr: 2.581e-01, eta: 17:47:36, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9171, loss: 2.9171 2020-07-02 06:41:19,555 - mmaction - INFO - Epoch [105][520/940] lr: 2.581e-01, eta: 17:47:27, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.1815, loss: 3.1815 2020-07-02 06:41:28,330 - mmaction - INFO - Epoch [105][540/940] lr: 2.581e-01, eta: 17:47:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9610, loss: 2.9610 2020-07-02 06:41:37,236 - mmaction - INFO - Epoch [105][560/940] lr: 2.581e-01, eta: 17:47:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9794, loss: 2.9794 2020-07-02 06:41:46,266 - mmaction - INFO - Epoch [105][580/940] lr: 2.581e-01, eta: 17:46:59, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6219, loss_cls: 3.0133, loss: 3.0133 2020-07-02 06:41:55,143 - mmaction - INFO - Epoch [105][600/940] lr: 2.581e-01, eta: 17:46:50, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.1948, loss: 3.1948 2020-07-02 06:42:04,032 - mmaction - INFO - Epoch [105][620/940] lr: 2.581e-01, eta: 17:46:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0671, loss: 3.0671 2020-07-02 06:42:12,865 - mmaction - INFO - Epoch [105][640/940] lr: 2.581e-01, eta: 17:46:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.8723, loss: 2.8723 2020-07-02 06:42:21,744 - mmaction - INFO - Epoch [105][660/940] lr: 2.581e-01, eta: 17:46:22, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8423, loss: 2.8423 2020-07-02 06:42:30,732 - mmaction - INFO - Epoch [105][680/940] lr: 2.581e-01, eta: 17:46:13, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.9404, loss: 2.9404 2020-07-02 06:42:39,583 - mmaction - INFO - Epoch [105][700/940] lr: 2.581e-01, eta: 17:46:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.1378, loss: 3.1378 2020-07-02 06:42:48,401 - mmaction - INFO - Epoch [105][720/940] lr: 2.581e-01, eta: 17:45:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.0861, loss: 3.0861 2020-07-02 06:42:57,203 - mmaction - INFO - Epoch [105][740/940] lr: 2.581e-01, eta: 17:45:46, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5500, loss_cls: 3.2056, loss: 3.2056 2020-07-02 06:43:06,141 - mmaction - INFO - Epoch [105][760/940] lr: 2.581e-01, eta: 17:45:37, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0561, loss: 3.0561 2020-07-02 06:43:15,419 - mmaction - INFO - Epoch [105][780/940] lr: 2.581e-01, eta: 17:45:28, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0221, loss: 3.0221 2020-07-02 06:43:24,209 - mmaction - INFO - Epoch [105][800/940] lr: 2.581e-01, eta: 17:45:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2703, loss: 3.2703 2020-07-02 06:43:33,059 - mmaction - INFO - Epoch [105][820/940] lr: 2.581e-01, eta: 17:45:09, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.0194, loss: 3.0194 2020-07-02 06:43:41,907 - mmaction - INFO - Epoch [105][840/940] lr: 2.581e-01, eta: 17:45:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.8773, loss: 2.8773 2020-07-02 06:43:50,722 - mmaction - INFO - Epoch [105][860/940] lr: 2.581e-01, eta: 17:44:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9518, loss: 2.9518 2020-07-02 06:43:59,572 - mmaction - INFO - Epoch [105][880/940] lr: 2.581e-01, eta: 17:44:42, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1789, loss: 3.1789 2020-07-02 06:44:08,426 - mmaction - INFO - Epoch [105][900/940] lr: 2.581e-01, eta: 17:44:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.1058, loss: 3.1058 2020-07-02 06:44:17,237 - mmaction - INFO - Epoch [105][920/940] lr: 2.581e-01, eta: 17:44:23, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.0326, loss: 3.0326 2020-07-02 06:44:25,735 - mmaction - INFO - Epoch [105][940/940] lr: 2.581e-01, eta: 17:44:14, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.3442, top5_acc: 0.5844, loss_cls: 3.0678, loss: 3.0678 2020-07-02 06:44:43,087 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 06:44:43,964 - mmaction - INFO - top1_acc 0.3713 top5_acc 0.6430 2020-07-02 06:44:43,964 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 06:44:44,023 - mmaction - INFO - mean_acc 0.3712 2020-07-02 06:44:44,032 - mmaction - INFO - Epoch [105][940/940] lr: 2.581e-01, top1_acc: 0.3713, top5_acc: 0.6430, mean_class_accuracy: 0.3712 2020-07-02 06:44:56,788 - mmaction - INFO - Epoch [106][20/940] lr: 2.557e-01, eta: 17:44:10, time: 0.637, data_time: 0.196, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9760, loss: 2.9760 2020-07-02 06:45:05,622 - mmaction - INFO - Epoch [106][40/940] lr: 2.557e-01, eta: 17:44:01, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.0971, loss: 3.0971 2020-07-02 06:45:14,496 - mmaction - INFO - Epoch [106][60/940] lr: 2.557e-01, eta: 17:43:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 2.8490, loss: 2.8490 2020-07-02 06:45:23,379 - mmaction - INFO - Epoch [106][80/940] lr: 2.557e-01, eta: 17:43:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 2.9991, loss: 2.9991 2020-07-02 06:45:32,226 - mmaction - INFO - Epoch [106][100/940] lr: 2.557e-01, eta: 17:43:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.8683, loss: 2.8683 2020-07-02 06:45:41,121 - mmaction - INFO - Epoch [106][120/940] lr: 2.557e-01, eta: 17:43:24, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7996, loss: 2.7996 2020-07-02 06:45:49,957 - mmaction - INFO - Epoch [106][140/940] lr: 2.557e-01, eta: 17:43:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6500, loss_cls: 2.8632, loss: 2.8632 2020-07-02 06:45:58,895 - mmaction - INFO - Epoch [106][160/940] lr: 2.557e-01, eta: 17:43:06, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1419, loss: 3.1419 2020-07-02 06:46:07,802 - mmaction - INFO - Epoch [106][180/940] lr: 2.557e-01, eta: 17:42:57, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0050, loss: 3.0050 2020-07-02 06:46:16,710 - mmaction - INFO - Epoch [106][200/940] lr: 2.557e-01, eta: 17:42:47, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9369, loss: 2.9369 2020-07-02 06:46:25,597 - mmaction - INFO - Epoch [106][220/940] lr: 2.557e-01, eta: 17:42:38, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 2.9866, loss: 2.9866 2020-07-02 06:46:34,481 - mmaction - INFO - Epoch [106][240/940] lr: 2.557e-01, eta: 17:42:29, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7286, loss: 2.7286 2020-07-02 06:46:43,431 - mmaction - INFO - Epoch [106][260/940] lr: 2.557e-01, eta: 17:42:20, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9706, loss: 2.9706 2020-07-02 06:46:52,494 - mmaction - INFO - Epoch [106][280/940] lr: 2.557e-01, eta: 17:42:11, time: 0.453, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.2799, loss: 3.2799 2020-07-02 06:47:01,381 - mmaction - INFO - Epoch [106][300/940] lr: 2.557e-01, eta: 17:42:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.9128, loss: 2.9128 2020-07-02 06:47:10,192 - mmaction - INFO - Epoch [106][320/940] lr: 2.557e-01, eta: 17:41:53, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6188, loss_cls: 2.9959, loss: 2.9959 2020-07-02 06:47:19,176 - mmaction - INFO - Epoch [106][340/940] lr: 2.557e-01, eta: 17:41:44, time: 0.449, data_time: 0.006, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9093, loss: 2.9093 2020-07-02 06:47:28,001 - mmaction - INFO - Epoch [106][360/940] lr: 2.557e-01, eta: 17:41:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1512, loss: 3.1512 2020-07-02 06:47:36,870 - mmaction - INFO - Epoch [106][380/940] lr: 2.557e-01, eta: 17:41:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0395, loss: 3.0395 2020-07-02 06:47:45,817 - mmaction - INFO - Epoch [106][400/940] lr: 2.557e-01, eta: 17:41:16, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9255, loss: 2.9255 2020-07-02 06:47:54,718 - mmaction - INFO - Epoch [106][420/940] lr: 2.557e-01, eta: 17:41:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9268, loss: 2.9268 2020-07-02 06:48:03,565 - mmaction - INFO - Epoch [106][440/940] lr: 2.557e-01, eta: 17:40:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1749, loss: 3.1749 2020-07-02 06:48:12,442 - mmaction - INFO - Epoch [106][460/940] lr: 2.557e-01, eta: 17:40:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1771, loss: 3.1771 2020-07-02 06:48:21,301 - mmaction - INFO - Epoch [106][480/940] lr: 2.557e-01, eta: 17:40:39, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0610, loss: 3.0610 2020-07-02 06:48:30,193 - mmaction - INFO - Epoch [106][500/940] lr: 2.557e-01, eta: 17:40:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1988, loss: 3.1988 2020-07-02 06:48:39,062 - mmaction - INFO - Epoch [106][520/940] lr: 2.557e-01, eta: 17:40:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2608, loss: 3.2608 2020-07-02 06:48:47,941 - mmaction - INFO - Epoch [106][540/940] lr: 2.557e-01, eta: 17:40:12, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9380, loss: 2.9380 2020-07-02 06:48:56,874 - mmaction - INFO - Epoch [106][560/940] lr: 2.557e-01, eta: 17:40:03, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0130, loss: 3.0130 2020-07-02 06:49:05,719 - mmaction - INFO - Epoch [106][580/940] lr: 2.557e-01, eta: 17:39:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0453, loss: 3.0453 2020-07-02 06:49:14,575 - mmaction - INFO - Epoch [106][600/940] lr: 2.557e-01, eta: 17:39:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9928, loss: 2.9928 2020-07-02 06:49:23,428 - mmaction - INFO - Epoch [106][620/940] lr: 2.557e-01, eta: 17:39:35, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6031, loss_cls: 3.0615, loss: 3.0615 2020-07-02 06:49:32,305 - mmaction - INFO - Epoch [106][640/940] lr: 2.557e-01, eta: 17:39:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6188, loss_cls: 2.9282, loss: 2.9282 2020-07-02 06:49:41,220 - mmaction - INFO - Epoch [106][660/940] lr: 2.557e-01, eta: 17:39:17, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6375, loss_cls: 2.8457, loss: 2.8457 2020-07-02 06:49:50,077 - mmaction - INFO - Epoch [106][680/940] lr: 2.557e-01, eta: 17:39:08, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0190, loss: 3.0190 2020-07-02 06:49:59,002 - mmaction - INFO - Epoch [106][700/940] lr: 2.557e-01, eta: 17:38:59, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9669, loss: 2.9669 2020-07-02 06:50:08,251 - mmaction - INFO - Epoch [106][720/940] lr: 2.557e-01, eta: 17:38:50, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9343, loss: 2.9343 2020-07-02 06:50:17,124 - mmaction - INFO - Epoch [106][740/940] lr: 2.557e-01, eta: 17:38:41, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0184, loss: 3.0184 2020-07-02 06:50:25,942 - mmaction - INFO - Epoch [106][760/940] lr: 2.557e-01, eta: 17:38:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2560, loss: 3.2560 2020-07-02 06:50:34,744 - mmaction - INFO - Epoch [106][780/940] lr: 2.557e-01, eta: 17:38:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2117, loss: 3.2117 2020-07-02 06:50:43,620 - mmaction - INFO - Epoch [106][800/940] lr: 2.557e-01, eta: 17:38:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.5813, loss_cls: 3.0702, loss: 3.0702 2020-07-02 06:50:52,490 - mmaction - INFO - Epoch [106][820/940] lr: 2.557e-01, eta: 17:38:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0617, loss: 3.0617 2020-07-02 06:51:01,368 - mmaction - INFO - Epoch [106][840/940] lr: 2.557e-01, eta: 17:37:55, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0411, loss: 3.0411 2020-07-02 06:51:10,237 - mmaction - INFO - Epoch [106][860/940] lr: 2.557e-01, eta: 17:37:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5500, loss_cls: 2.9770, loss: 2.9770 2020-07-02 06:51:19,132 - mmaction - INFO - Epoch [106][880/940] lr: 2.557e-01, eta: 17:37:37, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6094, loss_cls: 3.0134, loss: 3.0134 2020-07-02 06:51:28,108 - mmaction - INFO - Epoch [106][900/940] lr: 2.557e-01, eta: 17:37:27, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.2253, loss: 3.2253 2020-07-02 06:51:37,168 - mmaction - INFO - Epoch [106][920/940] lr: 2.557e-01, eta: 17:37:19, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1564, loss: 3.1564 2020-07-02 06:51:45,654 - mmaction - INFO - Epoch [106][940/940] lr: 2.557e-01, eta: 17:37:09, time: 0.423, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5779, loss_cls: 3.1035, loss: 3.1035 2020-07-02 06:52:00,258 - mmaction - INFO - Epoch [107][20/940] lr: 2.533e-01, eta: 17:37:07, time: 0.710, data_time: 0.259, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0464, loss: 3.0464 2020-07-02 06:52:09,256 - mmaction - INFO - Epoch [107][40/940] lr: 2.533e-01, eta: 17:36:58, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9937, loss: 2.9937 2020-07-02 06:52:18,140 - mmaction - INFO - Epoch [107][60/940] lr: 2.533e-01, eta: 17:36:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.1820, loss: 3.1820 2020-07-02 06:52:26,985 - mmaction - INFO - Epoch [107][80/940] lr: 2.533e-01, eta: 17:36:40, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1346, loss: 3.1346 2020-07-02 06:52:35,861 - mmaction - INFO - Epoch [107][100/940] lr: 2.533e-01, eta: 17:36:31, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.0583, loss: 3.0583 2020-07-02 06:52:44,682 - mmaction - INFO - Epoch [107][120/940] lr: 2.533e-01, eta: 17:36:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9039, loss: 2.9039 2020-07-02 06:52:53,527 - mmaction - INFO - Epoch [107][140/940] lr: 2.533e-01, eta: 17:36:12, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9926, loss: 2.9926 2020-07-02 06:53:02,349 - mmaction - INFO - Epoch [107][160/940] lr: 2.533e-01, eta: 17:36:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9677, loss: 2.9677 2020-07-02 06:53:11,261 - mmaction - INFO - Epoch [107][180/940] lr: 2.533e-01, eta: 17:35:54, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8759, loss: 2.8759 2020-07-02 06:53:20,088 - mmaction - INFO - Epoch [107][200/940] lr: 2.533e-01, eta: 17:35:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8907, loss: 2.8907 2020-07-02 06:53:29,039 - mmaction - INFO - Epoch [107][220/940] lr: 2.533e-01, eta: 17:35:36, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9267, loss: 2.9267 2020-07-02 06:53:37,893 - mmaction - INFO - Epoch [107][240/940] lr: 2.533e-01, eta: 17:35:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1528, loss: 3.1528 2020-07-02 06:53:46,737 - mmaction - INFO - Epoch [107][260/940] lr: 2.533e-01, eta: 17:35:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9696, loss: 2.9696 2020-07-02 06:53:55,713 - mmaction - INFO - Epoch [107][280/940] lr: 2.533e-01, eta: 17:35:08, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6062, loss_cls: 2.9529, loss: 2.9529 2020-07-02 06:54:04,531 - mmaction - INFO - Epoch [107][300/940] lr: 2.533e-01, eta: 17:34:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.5906, loss_cls: 2.9517, loss: 2.9517 2020-07-02 06:54:13,414 - mmaction - INFO - Epoch [107][320/940] lr: 2.533e-01, eta: 17:34:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1034, loss: 3.1034 2020-07-02 06:54:22,266 - mmaction - INFO - Epoch [107][340/940] lr: 2.533e-01, eta: 17:34:40, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5781, loss_cls: 3.1116, loss: 3.1116 2020-07-02 06:54:31,105 - mmaction - INFO - Epoch [107][360/940] lr: 2.533e-01, eta: 17:34:31, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 3.1102, loss: 3.1102 2020-07-02 06:54:40,075 - mmaction - INFO - Epoch [107][380/940] lr: 2.533e-01, eta: 17:34:22, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0882, loss: 3.0882 2020-07-02 06:54:48,934 - mmaction - INFO - Epoch [107][400/940] lr: 2.533e-01, eta: 17:34:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6406, loss_cls: 2.9335, loss: 2.9335 2020-07-02 06:54:57,761 - mmaction - INFO - Epoch [107][420/940] lr: 2.533e-01, eta: 17:34:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 2.9143, loss: 2.9143 2020-07-02 06:55:06,685 - mmaction - INFO - Epoch [107][440/940] lr: 2.533e-01, eta: 17:33:55, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 2.9730, loss: 2.9730 2020-07-02 06:55:15,549 - mmaction - INFO - Epoch [107][460/940] lr: 2.533e-01, eta: 17:33:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1151, loss: 3.1151 2020-07-02 06:55:24,465 - mmaction - INFO - Epoch [107][480/940] lr: 2.533e-01, eta: 17:33:36, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8273, loss: 2.8273 2020-07-02 06:55:33,280 - mmaction - INFO - Epoch [107][500/940] lr: 2.533e-01, eta: 17:33:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 2.9483, loss: 2.9483 2020-07-02 06:55:42,175 - mmaction - INFO - Epoch [107][520/940] lr: 2.533e-01, eta: 17:33:18, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7654, loss: 2.7654 2020-07-02 06:55:51,119 - mmaction - INFO - Epoch [107][540/940] lr: 2.533e-01, eta: 17:33:09, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0716, loss: 3.0716 2020-07-02 06:55:59,981 - mmaction - INFO - Epoch [107][560/940] lr: 2.533e-01, eta: 17:33:00, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.0883, loss: 3.0883 2020-07-02 06:56:09,247 - mmaction - INFO - Epoch [107][580/940] lr: 2.533e-01, eta: 17:32:51, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 2.9012, loss: 2.9012 2020-07-02 06:56:18,092 - mmaction - INFO - Epoch [107][600/940] lr: 2.533e-01, eta: 17:32:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.9320, loss: 2.9320 2020-07-02 06:56:26,939 - mmaction - INFO - Epoch [107][620/940] lr: 2.533e-01, eta: 17:32:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9896, loss: 2.9896 2020-07-02 06:56:35,778 - mmaction - INFO - Epoch [107][640/940] lr: 2.533e-01, eta: 17:32:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9319, loss: 2.9319 2020-07-02 06:56:44,606 - mmaction - INFO - Epoch [107][660/940] lr: 2.533e-01, eta: 17:32:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3139, loss: 3.3139 2020-07-02 06:56:53,521 - mmaction - INFO - Epoch [107][680/940] lr: 2.533e-01, eta: 17:32:05, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0059, loss: 3.0059 2020-07-02 06:57:02,331 - mmaction - INFO - Epoch [107][700/940] lr: 2.533e-01, eta: 17:31:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6406, loss_cls: 2.9754, loss: 2.9754 2020-07-02 06:57:11,179 - mmaction - INFO - Epoch [107][720/940] lr: 2.533e-01, eta: 17:31:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9215, loss: 2.9215 2020-07-02 06:57:20,026 - mmaction - INFO - Epoch [107][740/940] lr: 2.533e-01, eta: 17:31:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0908, loss: 3.0908 2020-07-02 06:57:29,283 - mmaction - INFO - Epoch [107][760/940] lr: 2.533e-01, eta: 17:31:29, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.1892, loss: 3.1892 2020-07-02 06:57:38,187 - mmaction - INFO - Epoch [107][780/940] lr: 2.533e-01, eta: 17:31:20, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.0599, loss: 3.0599 2020-07-02 06:57:47,015 - mmaction - INFO - Epoch [107][800/940] lr: 2.533e-01, eta: 17:31:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1696, loss: 3.1696 2020-07-02 06:57:55,873 - mmaction - INFO - Epoch [107][820/940] lr: 2.533e-01, eta: 17:31:01, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9547, loss: 2.9547 2020-07-02 06:58:04,738 - mmaction - INFO - Epoch [107][840/940] lr: 2.533e-01, eta: 17:30:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.0165, loss: 3.0165 2020-07-02 06:58:13,557 - mmaction - INFO - Epoch [107][860/940] lr: 2.533e-01, eta: 17:30:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6125, loss_cls: 2.8441, loss: 2.8441 2020-07-02 06:58:22,444 - mmaction - INFO - Epoch [107][880/940] lr: 2.533e-01, eta: 17:30:34, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1415, loss: 3.1415 2020-07-02 06:58:31,284 - mmaction - INFO - Epoch [107][900/940] lr: 2.533e-01, eta: 17:30:24, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5563, loss_cls: 3.2196, loss: 3.2196 2020-07-02 06:58:40,110 - mmaction - INFO - Epoch [107][920/940] lr: 2.533e-01, eta: 17:30:15, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 3.0149, loss: 3.0149 2020-07-02 06:58:48,741 - mmaction - INFO - Epoch [107][940/940] lr: 2.533e-01, eta: 17:30:06, time: 0.432, data_time: 0.010, memory: 6328, top1_acc: 0.3149, top5_acc: 0.5942, loss_cls: 3.0055, loss: 3.0055 2020-07-02 06:59:03,547 - mmaction - INFO - Epoch [108][20/940] lr: 2.510e-01, eta: 17:30:04, time: 0.723, data_time: 0.263, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0146, loss: 3.0146 2020-07-02 06:59:12,442 - mmaction - INFO - Epoch [108][40/940] lr: 2.510e-01, eta: 17:29:55, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9667, loss: 2.9667 2020-07-02 06:59:21,312 - mmaction - INFO - Epoch [108][60/940] lr: 2.510e-01, eta: 17:29:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 3.1238, loss: 3.1238 2020-07-02 06:59:30,569 - mmaction - INFO - Epoch [108][80/940] lr: 2.510e-01, eta: 17:29:37, time: 0.463, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8651, loss: 2.8651 2020-07-02 06:59:39,496 - mmaction - INFO - Epoch [108][100/940] lr: 2.510e-01, eta: 17:29:28, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7581, loss: 2.7581 2020-07-02 06:59:48,373 - mmaction - INFO - Epoch [108][120/940] lr: 2.510e-01, eta: 17:29:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0368, loss: 3.0368 2020-07-02 06:59:57,239 - mmaction - INFO - Epoch [108][140/940] lr: 2.510e-01, eta: 17:29:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0727, loss: 3.0727 2020-07-02 07:00:11,530 - mmaction - INFO - Epoch [108][160/940] lr: 2.510e-01, eta: 17:29:08, time: 0.705, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9772, loss: 2.9772 2020-07-02 07:00:20,579 - mmaction - INFO - Epoch [108][180/940] lr: 2.510e-01, eta: 17:28:59, time: 0.462, data_time: 0.019, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5625, loss_cls: 3.0504, loss: 3.0504 2020-07-02 07:00:29,468 - mmaction - INFO - Epoch [108][200/940] lr: 2.510e-01, eta: 17:28:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.7574, loss: 2.7574 2020-07-02 07:00:38,335 - mmaction - INFO - Epoch [108][220/940] lr: 2.510e-01, eta: 17:28:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9810, loss: 2.9810 2020-07-02 07:00:47,251 - mmaction - INFO - Epoch [108][240/940] lr: 2.510e-01, eta: 17:28:32, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9754, loss: 2.9754 2020-07-02 07:00:56,077 - mmaction - INFO - Epoch [108][260/940] lr: 2.510e-01, eta: 17:28:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9496, loss: 2.9496 2020-07-02 07:01:04,953 - mmaction - INFO - Epoch [108][280/940] lr: 2.510e-01, eta: 17:28:13, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9522, loss: 2.9522 2020-07-02 07:01:13,931 - mmaction - INFO - Epoch [108][300/940] lr: 2.510e-01, eta: 17:28:04, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9504, loss: 2.9504 2020-07-02 07:01:22,820 - mmaction - INFO - Epoch [108][320/940] lr: 2.510e-01, eta: 17:27:55, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6375, loss_cls: 2.8475, loss: 2.8475 2020-07-02 07:01:31,644 - mmaction - INFO - Epoch [108][340/940] lr: 2.510e-01, eta: 17:27:46, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0165, loss: 3.0165 2020-07-02 07:01:40,576 - mmaction - INFO - Epoch [108][360/940] lr: 2.510e-01, eta: 17:27:37, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2701, loss: 3.2701 2020-07-02 07:01:49,409 - mmaction - INFO - Epoch [108][380/940] lr: 2.510e-01, eta: 17:27:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 3.0244, loss: 3.0244 2020-07-02 07:01:58,252 - mmaction - INFO - Epoch [108][400/940] lr: 2.510e-01, eta: 17:27:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9215, loss: 2.9215 2020-07-02 07:02:07,135 - mmaction - INFO - Epoch [108][420/940] lr: 2.510e-01, eta: 17:27:09, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1728, loss: 3.1728 2020-07-02 07:02:15,943 - mmaction - INFO - Epoch [108][440/940] lr: 2.510e-01, eta: 17:27:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9984, loss: 2.9984 2020-07-02 07:02:24,900 - mmaction - INFO - Epoch [108][460/940] lr: 2.510e-01, eta: 17:26:51, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 2.9633, loss: 2.9633 2020-07-02 07:02:33,764 - mmaction - INFO - Epoch [108][480/940] lr: 2.510e-01, eta: 17:26:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.1760, loss: 3.1760 2020-07-02 07:02:42,640 - mmaction - INFO - Epoch [108][500/940] lr: 2.510e-01, eta: 17:26:33, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.2149, loss: 3.2149 2020-07-02 07:02:51,576 - mmaction - INFO - Epoch [108][520/940] lr: 2.510e-01, eta: 17:26:24, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1484, loss: 3.1484 2020-07-02 07:03:00,546 - mmaction - INFO - Epoch [108][540/940] lr: 2.510e-01, eta: 17:26:15, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9332, loss: 2.9332 2020-07-02 07:03:09,349 - mmaction - INFO - Epoch [108][560/940] lr: 2.510e-01, eta: 17:26:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2958, loss: 3.2958 2020-07-02 07:03:18,170 - mmaction - INFO - Epoch [108][580/940] lr: 2.510e-01, eta: 17:25:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 3.0658, loss: 3.0658 2020-07-02 07:03:27,057 - mmaction - INFO - Epoch [108][600/940] lr: 2.510e-01, eta: 17:25:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9807, loss: 2.9807 2020-07-02 07:03:35,921 - mmaction - INFO - Epoch [108][620/940] lr: 2.510e-01, eta: 17:25:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 2.9452, loss: 2.9452 2020-07-02 07:03:44,798 - mmaction - INFO - Epoch [108][640/940] lr: 2.510e-01, eta: 17:25:29, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6250, loss_cls: 2.9157, loss: 2.9157 2020-07-02 07:03:53,817 - mmaction - INFO - Epoch [108][660/940] lr: 2.510e-01, eta: 17:25:20, time: 0.451, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.9038, loss: 2.9038 2020-07-02 07:04:02,647 - mmaction - INFO - Epoch [108][680/940] lr: 2.510e-01, eta: 17:25:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.1185, loss: 3.1185 2020-07-02 07:04:11,488 - mmaction - INFO - Epoch [108][700/940] lr: 2.510e-01, eta: 17:25:01, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.6923, loss: 2.6923 2020-07-02 07:04:20,363 - mmaction - INFO - Epoch [108][720/940] lr: 2.510e-01, eta: 17:24:52, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5094, loss_cls: 3.2404, loss: 3.2404 2020-07-02 07:04:29,201 - mmaction - INFO - Epoch [108][740/940] lr: 2.510e-01, eta: 17:24:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6188, loss_cls: 3.0127, loss: 3.0127 2020-07-02 07:04:38,216 - mmaction - INFO - Epoch [108][760/940] lr: 2.510e-01, eta: 17:24:34, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8189, loss: 2.8189 2020-07-02 07:04:47,067 - mmaction - INFO - Epoch [108][780/940] lr: 2.510e-01, eta: 17:24:25, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.0981, loss: 3.0981 2020-07-02 07:04:55,910 - mmaction - INFO - Epoch [108][800/940] lr: 2.510e-01, eta: 17:24:15, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0557, loss: 3.0557 2020-07-02 07:05:04,762 - mmaction - INFO - Epoch [108][820/940] lr: 2.510e-01, eta: 17:24:06, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 3.0441, loss: 3.0441 2020-07-02 07:05:13,604 - mmaction - INFO - Epoch [108][840/940] lr: 2.510e-01, eta: 17:23:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8427, loss: 2.8427 2020-07-02 07:05:22,467 - mmaction - INFO - Epoch [108][860/940] lr: 2.510e-01, eta: 17:23:48, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9681, loss: 2.9681 2020-07-02 07:05:31,293 - mmaction - INFO - Epoch [108][880/940] lr: 2.510e-01, eta: 17:23:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5906, loss_cls: 2.9276, loss: 2.9276 2020-07-02 07:05:40,144 - mmaction - INFO - Epoch [108][900/940] lr: 2.510e-01, eta: 17:23:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.7392, loss: 2.7392 2020-07-02 07:05:49,397 - mmaction - INFO - Epoch [108][920/940] lr: 2.510e-01, eta: 17:23:21, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1459, loss: 3.1459 2020-07-02 07:05:57,917 - mmaction - INFO - Epoch [108][940/940] lr: 2.510e-01, eta: 17:23:11, time: 0.426, data_time: 0.001, memory: 6328, top1_acc: 0.3117, top5_acc: 0.5292, loss_cls: 3.1947, loss: 3.1947 2020-07-02 07:05:58,310 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-07-02 07:06:14,976 - mmaction - INFO - Epoch [109][20/940] lr: 2.486e-01, eta: 17:23:11, time: 0.786, data_time: 0.339, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 3.0369, loss: 3.0369 2020-07-02 07:06:23,857 - mmaction - INFO - Epoch [109][40/940] lr: 2.486e-01, eta: 17:23:02, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.0895, loss: 3.0895 2020-07-02 07:06:32,696 - mmaction - INFO - Epoch [109][60/940] lr: 2.486e-01, eta: 17:22:53, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.8052, loss: 2.8052 2020-07-02 07:06:41,527 - mmaction - INFO - Epoch [109][80/940] lr: 2.486e-01, eta: 17:22:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1702, loss: 3.1702 2020-07-02 07:06:50,405 - mmaction - INFO - Epoch [109][100/940] lr: 2.486e-01, eta: 17:22:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1323, loss: 3.1323 2020-07-02 07:06:59,207 - mmaction - INFO - Epoch [109][120/940] lr: 2.486e-01, eta: 17:22:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 2.9979, loss: 2.9979 2020-07-02 07:07:08,077 - mmaction - INFO - Epoch [109][140/940] lr: 2.486e-01, eta: 17:22:16, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.2093, loss: 3.2093 2020-07-02 07:07:16,944 - mmaction - INFO - Epoch [109][160/940] lr: 2.486e-01, eta: 17:22:07, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2686, loss: 3.2686 2020-07-02 07:07:25,764 - mmaction - INFO - Epoch [109][180/940] lr: 2.486e-01, eta: 17:21:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 2.9994, loss: 2.9994 2020-07-02 07:07:34,642 - mmaction - INFO - Epoch [109][200/940] lr: 2.486e-01, eta: 17:21:48, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 3.0381, loss: 3.0381 2020-07-02 07:07:43,489 - mmaction - INFO - Epoch [109][220/940] lr: 2.486e-01, eta: 17:21:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9083, loss: 2.9083 2020-07-02 07:07:52,394 - mmaction - INFO - Epoch [109][240/940] lr: 2.486e-01, eta: 17:21:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1099, loss: 3.1099 2020-07-02 07:08:01,237 - mmaction - INFO - Epoch [109][260/940] lr: 2.486e-01, eta: 17:21:21, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 3.0022, loss: 3.0022 2020-07-02 07:08:10,091 - mmaction - INFO - Epoch [109][280/940] lr: 2.486e-01, eta: 17:21:12, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.9406, loss: 2.9406 2020-07-02 07:08:19,169 - mmaction - INFO - Epoch [109][300/940] lr: 2.486e-01, eta: 17:21:03, time: 0.453, data_time: 0.012, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.3022, loss: 3.3022 2020-07-02 07:08:28,040 - mmaction - INFO - Epoch [109][320/940] lr: 2.486e-01, eta: 17:20:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.8594, loss: 2.8594 2020-07-02 07:08:36,857 - mmaction - INFO - Epoch [109][340/940] lr: 2.486e-01, eta: 17:20:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8789, loss: 2.8789 2020-07-02 07:08:45,789 - mmaction - INFO - Epoch [109][360/940] lr: 2.486e-01, eta: 17:20:35, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1279, loss: 3.1279 2020-07-02 07:08:54,612 - mmaction - INFO - Epoch [109][380/940] lr: 2.486e-01, eta: 17:20:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8490, loss: 2.8490 2020-07-02 07:09:03,465 - mmaction - INFO - Epoch [109][400/940] lr: 2.486e-01, eta: 17:20:17, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0226, loss: 3.0226 2020-07-02 07:09:12,368 - mmaction - INFO - Epoch [109][420/940] lr: 2.486e-01, eta: 17:20:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0576, loss: 3.0576 2020-07-02 07:09:21,203 - mmaction - INFO - Epoch [109][440/940] lr: 2.486e-01, eta: 17:19:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1061, loss: 3.1061 2020-07-02 07:09:30,076 - mmaction - INFO - Epoch [109][460/940] lr: 2.486e-01, eta: 17:19:49, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 3.0008, loss: 3.0008 2020-07-02 07:09:38,889 - mmaction - INFO - Epoch [109][480/940] lr: 2.486e-01, eta: 17:19:40, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0618, loss: 3.0618 2020-07-02 07:09:47,715 - mmaction - INFO - Epoch [109][500/940] lr: 2.486e-01, eta: 17:19:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9345, loss: 2.9345 2020-07-02 07:09:56,587 - mmaction - INFO - Epoch [109][520/940] lr: 2.486e-01, eta: 17:19:22, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 2.9741, loss: 2.9741 2020-07-02 07:10:05,439 - mmaction - INFO - Epoch [109][540/940] lr: 2.486e-01, eta: 17:19:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0747, loss: 3.0747 2020-07-02 07:10:14,273 - mmaction - INFO - Epoch [109][560/940] lr: 2.486e-01, eta: 17:19:03, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.1001, loss: 3.1001 2020-07-02 07:10:23,147 - mmaction - INFO - Epoch [109][580/940] lr: 2.486e-01, eta: 17:18:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.9155, loss: 2.9155 2020-07-02 07:10:31,990 - mmaction - INFO - Epoch [109][600/940] lr: 2.486e-01, eta: 17:18:45, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.9141, loss: 2.9141 2020-07-02 07:10:40,873 - mmaction - INFO - Epoch [109][620/940] lr: 2.486e-01, eta: 17:18:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0468, loss: 3.0468 2020-07-02 07:10:49,750 - mmaction - INFO - Epoch [109][640/940] lr: 2.486e-01, eta: 17:18:27, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1186, loss: 3.1186 2020-07-02 07:10:58,606 - mmaction - INFO - Epoch [109][660/940] lr: 2.486e-01, eta: 17:18:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 2.9560, loss: 2.9560 2020-07-02 07:11:07,458 - mmaction - INFO - Epoch [109][680/940] lr: 2.486e-01, eta: 17:18:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9595, loss: 2.9595 2020-07-02 07:11:16,321 - mmaction - INFO - Epoch [109][700/940] lr: 2.486e-01, eta: 17:17:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0270, loss: 3.0270 2020-07-02 07:11:25,197 - mmaction - INFO - Epoch [109][720/940] lr: 2.486e-01, eta: 17:17:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.8961, loss: 2.8961 2020-07-02 07:11:34,030 - mmaction - INFO - Epoch [109][740/940] lr: 2.486e-01, eta: 17:17:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8554, loss: 2.8554 2020-07-02 07:11:43,082 - mmaction - INFO - Epoch [109][760/940] lr: 2.486e-01, eta: 17:17:32, time: 0.453, data_time: 0.013, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.3288, loss: 3.3288 2020-07-02 07:11:51,983 - mmaction - INFO - Epoch [109][780/940] lr: 2.486e-01, eta: 17:17:22, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 3.0775, loss: 3.0775 2020-07-02 07:12:00,860 - mmaction - INFO - Epoch [109][800/940] lr: 2.486e-01, eta: 17:17:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6531, loss_cls: 2.8870, loss: 2.8870 2020-07-02 07:12:09,669 - mmaction - INFO - Epoch [109][820/940] lr: 2.486e-01, eta: 17:17:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9227, loss: 2.9227 2020-07-02 07:12:18,501 - mmaction - INFO - Epoch [109][840/940] lr: 2.486e-01, eta: 17:16:55, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0812, loss: 3.0812 2020-07-02 07:12:27,480 - mmaction - INFO - Epoch [109][860/940] lr: 2.486e-01, eta: 17:16:46, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8900, loss: 2.8900 2020-07-02 07:12:36,313 - mmaction - INFO - Epoch [109][880/940] lr: 2.486e-01, eta: 17:16:37, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.0437, loss: 3.0437 2020-07-02 07:12:45,213 - mmaction - INFO - Epoch [109][900/940] lr: 2.486e-01, eta: 17:16:27, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0031, loss: 3.0031 2020-07-02 07:12:54,098 - mmaction - INFO - Epoch [109][920/940] lr: 2.486e-01, eta: 17:16:18, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 2.9669, loss: 2.9669 2020-07-02 07:13:02,559 - mmaction - INFO - Epoch [109][940/940] lr: 2.486e-01, eta: 17:16:09, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5942, loss_cls: 3.1015, loss: 3.1015 2020-07-02 07:13:16,992 - mmaction - INFO - Epoch [110][20/940] lr: 2.462e-01, eta: 17:16:07, time: 0.706, data_time: 0.250, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0953, loss: 3.0953 2020-07-02 07:13:25,914 - mmaction - INFO - Epoch [110][40/940] lr: 2.462e-01, eta: 17:15:57, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0325, loss: 3.0325 2020-07-02 07:13:34,721 - mmaction - INFO - Epoch [110][60/940] lr: 2.462e-01, eta: 17:15:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6375, loss_cls: 2.9249, loss: 2.9249 2020-07-02 07:13:43,646 - mmaction - INFO - Epoch [110][80/940] lr: 2.462e-01, eta: 17:15:39, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9679, loss: 2.9679 2020-07-02 07:13:52,533 - mmaction - INFO - Epoch [110][100/940] lr: 2.462e-01, eta: 17:15:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.0693, loss: 3.0693 2020-07-02 07:14:01,407 - mmaction - INFO - Epoch [110][120/940] lr: 2.462e-01, eta: 17:15:21, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1324, loss: 3.1324 2020-07-02 07:14:10,304 - mmaction - INFO - Epoch [110][140/940] lr: 2.462e-01, eta: 17:15:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1321, loss: 3.1321 2020-07-02 07:14:19,135 - mmaction - INFO - Epoch [110][160/940] lr: 2.462e-01, eta: 17:15:02, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6562, loss_cls: 2.8751, loss: 2.8751 2020-07-02 07:14:28,011 - mmaction - INFO - Epoch [110][180/940] lr: 2.462e-01, eta: 17:14:53, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0709, loss: 3.0709 2020-07-02 07:14:36,877 - mmaction - INFO - Epoch [110][200/940] lr: 2.462e-01, eta: 17:14:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9802, loss: 2.9802 2020-07-02 07:14:46,128 - mmaction - INFO - Epoch [110][220/940] lr: 2.462e-01, eta: 17:14:35, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0364, loss: 3.0364 2020-07-02 07:14:54,989 - mmaction - INFO - Epoch [110][240/940] lr: 2.462e-01, eta: 17:14:26, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8160, loss: 2.8160 2020-07-02 07:15:03,840 - mmaction - INFO - Epoch [110][260/940] lr: 2.462e-01, eta: 17:14:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.6620, loss: 2.6620 2020-07-02 07:15:12,676 - mmaction - INFO - Epoch [110][280/940] lr: 2.462e-01, eta: 17:14:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1250, loss: 3.1250 2020-07-02 07:15:21,568 - mmaction - INFO - Epoch [110][300/940] lr: 2.462e-01, eta: 17:13:59, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9181, loss: 2.9181 2020-07-02 07:15:30,448 - mmaction - INFO - Epoch [110][320/940] lr: 2.462e-01, eta: 17:13:49, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2735, loss: 3.2735 2020-07-02 07:15:39,313 - mmaction - INFO - Epoch [110][340/940] lr: 2.462e-01, eta: 17:13:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 3.0030, loss: 3.0030 2020-07-02 07:15:48,168 - mmaction - INFO - Epoch [110][360/940] lr: 2.462e-01, eta: 17:13:31, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.3236, loss: 3.3236 2020-07-02 07:15:57,004 - mmaction - INFO - Epoch [110][380/940] lr: 2.462e-01, eta: 17:13:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9196, loss: 2.9196 2020-07-02 07:16:05,858 - mmaction - INFO - Epoch [110][400/940] lr: 2.462e-01, eta: 17:13:13, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.1467, loss: 3.1467 2020-07-02 07:16:14,782 - mmaction - INFO - Epoch [110][420/940] lr: 2.462e-01, eta: 17:13:04, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5719, loss_cls: 2.9317, loss: 2.9317 2020-07-02 07:16:23,685 - mmaction - INFO - Epoch [110][440/940] lr: 2.462e-01, eta: 17:12:54, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.3407, loss: 3.3407 2020-07-02 07:16:32,575 - mmaction - INFO - Epoch [110][460/940] lr: 2.462e-01, eta: 17:12:45, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.1752, loss: 3.1752 2020-07-02 07:16:41,445 - mmaction - INFO - Epoch [110][480/940] lr: 2.462e-01, eta: 17:12:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.9427, loss: 2.9427 2020-07-02 07:16:50,362 - mmaction - INFO - Epoch [110][500/940] lr: 2.462e-01, eta: 17:12:27, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9224, loss: 2.9224 2020-07-02 07:16:59,307 - mmaction - INFO - Epoch [110][520/940] lr: 2.462e-01, eta: 17:12:18, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9404, loss: 2.9404 2020-07-02 07:17:08,155 - mmaction - INFO - Epoch [110][540/940] lr: 2.462e-01, eta: 17:12:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0851, loss: 3.0851 2020-07-02 07:17:17,058 - mmaction - INFO - Epoch [110][560/940] lr: 2.462e-01, eta: 17:12:00, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.8822, loss: 2.8822 2020-07-02 07:17:26,384 - mmaction - INFO - Epoch [110][580/940] lr: 2.462e-01, eta: 17:11:51, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1333, loss: 3.1333 2020-07-02 07:17:35,210 - mmaction - INFO - Epoch [110][600/940] lr: 2.462e-01, eta: 17:11:42, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5719, loss_cls: 3.0117, loss: 3.0117 2020-07-02 07:17:44,072 - mmaction - INFO - Epoch [110][620/940] lr: 2.462e-01, eta: 17:11:33, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.6031, loss_cls: 3.0046, loss: 3.0046 2020-07-02 07:17:52,970 - mmaction - INFO - Epoch [110][640/940] lr: 2.462e-01, eta: 17:11:24, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0030, loss: 3.0030 2020-07-02 07:18:01,817 - mmaction - INFO - Epoch [110][660/940] lr: 2.462e-01, eta: 17:11:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1143, loss: 3.1143 2020-07-02 07:18:10,641 - mmaction - INFO - Epoch [110][680/940] lr: 2.462e-01, eta: 17:11:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.7410, loss: 2.7410 2020-07-02 07:18:19,546 - mmaction - INFO - Epoch [110][700/940] lr: 2.462e-01, eta: 17:10:56, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5750, loss_cls: 3.0410, loss: 3.0410 2020-07-02 07:18:28,450 - mmaction - INFO - Epoch [110][720/940] lr: 2.462e-01, eta: 17:10:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0487, loss: 3.0487 2020-07-02 07:18:37,295 - mmaction - INFO - Epoch [110][740/940] lr: 2.462e-01, eta: 17:10:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9669, loss: 2.9669 2020-07-02 07:18:46,136 - mmaction - INFO - Epoch [110][760/940] lr: 2.462e-01, eta: 17:10:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8743, loss: 2.8743 2020-07-02 07:18:55,133 - mmaction - INFO - Epoch [110][780/940] lr: 2.462e-01, eta: 17:10:19, time: 0.450, data_time: 0.009, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1854, loss: 3.1854 2020-07-02 07:19:04,381 - mmaction - INFO - Epoch [110][800/940] lr: 2.462e-01, eta: 17:10:11, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2350, loss: 3.2350 2020-07-02 07:19:13,228 - mmaction - INFO - Epoch [110][820/940] lr: 2.462e-01, eta: 17:10:02, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1545, loss: 3.1545 2020-07-02 07:19:22,153 - mmaction - INFO - Epoch [110][840/940] lr: 2.462e-01, eta: 17:09:52, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9614, loss: 2.9614 2020-07-02 07:19:31,161 - mmaction - INFO - Epoch [110][860/940] lr: 2.462e-01, eta: 17:09:43, time: 0.450, data_time: 0.012, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5844, loss_cls: 2.9661, loss: 2.9661 2020-07-02 07:19:40,055 - mmaction - INFO - Epoch [110][880/940] lr: 2.462e-01, eta: 17:09:34, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1231, loss: 3.1231 2020-07-02 07:19:48,914 - mmaction - INFO - Epoch [110][900/940] lr: 2.462e-01, eta: 17:09:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.1350, loss: 3.1350 2020-07-02 07:19:57,793 - mmaction - INFO - Epoch [110][920/940] lr: 2.462e-01, eta: 17:09:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8878, loss: 2.8878 2020-07-02 07:20:06,203 - mmaction - INFO - Epoch [110][940/940] lr: 2.462e-01, eta: 17:09:06, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3571, top5_acc: 0.5714, loss_cls: 2.9568, loss: 2.9568 2020-07-02 07:20:24,160 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 07:20:25,039 - mmaction - INFO - top1_acc 0.3659 top5_acc 0.6276 2020-07-02 07:20:25,039 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 07:20:25,098 - mmaction - INFO - mean_acc 0.3658 2020-07-02 07:20:25,108 - mmaction - INFO - Epoch [110][940/940] lr: 2.462e-01, top1_acc: 0.3659, top5_acc: 0.6276, mean_class_accuracy: 0.3658 2020-07-02 07:20:37,673 - mmaction - INFO - Epoch [111][20/940] lr: 2.438e-01, eta: 17:09:02, time: 0.628, data_time: 0.187, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8881, loss: 2.8881 2020-07-02 07:20:46,549 - mmaction - INFO - Epoch [111][40/940] lr: 2.438e-01, eta: 17:08:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0305, loss: 3.0305 2020-07-02 07:20:55,373 - mmaction - INFO - Epoch [111][60/940] lr: 2.438e-01, eta: 17:08:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9394, loss: 2.9394 2020-07-02 07:21:04,239 - mmaction - INFO - Epoch [111][80/940] lr: 2.438e-01, eta: 17:08:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.1787, loss: 3.1787 2020-07-02 07:21:13,196 - mmaction - INFO - Epoch [111][100/940] lr: 2.438e-01, eta: 17:08:25, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9145, loss: 2.9145 2020-07-02 07:21:22,111 - mmaction - INFO - Epoch [111][120/940] lr: 2.438e-01, eta: 17:08:16, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 2.9376, loss: 2.9376 2020-07-02 07:21:30,944 - mmaction - INFO - Epoch [111][140/940] lr: 2.438e-01, eta: 17:08:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9728, loss: 2.9728 2020-07-02 07:21:39,747 - mmaction - INFO - Epoch [111][160/940] lr: 2.438e-01, eta: 17:07:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 2.9217, loss: 2.9217 2020-07-02 07:21:48,620 - mmaction - INFO - Epoch [111][180/940] lr: 2.438e-01, eta: 17:07:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 2.9784, loss: 2.9784 2020-07-02 07:21:57,464 - mmaction - INFO - Epoch [111][200/940] lr: 2.438e-01, eta: 17:07:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6406, loss_cls: 2.7925, loss: 2.7925 2020-07-02 07:22:06,339 - mmaction - INFO - Epoch [111][220/940] lr: 2.438e-01, eta: 17:07:30, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9851, loss: 2.9851 2020-07-02 07:22:15,370 - mmaction - INFO - Epoch [111][240/940] lr: 2.438e-01, eta: 17:07:21, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1046, loss: 3.1046 2020-07-02 07:22:24,314 - mmaction - INFO - Epoch [111][260/940] lr: 2.438e-01, eta: 17:07:12, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.9290, loss: 2.9290 2020-07-02 07:22:33,154 - mmaction - INFO - Epoch [111][280/940] lr: 2.438e-01, eta: 17:07:03, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2547, loss: 3.2547 2020-07-02 07:22:42,028 - mmaction - INFO - Epoch [111][300/940] lr: 2.438e-01, eta: 17:06:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9211, loss: 2.9211 2020-07-02 07:22:50,949 - mmaction - INFO - Epoch [111][320/940] lr: 2.438e-01, eta: 17:06:45, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1418, loss: 3.1418 2020-07-02 07:22:59,840 - mmaction - INFO - Epoch [111][340/940] lr: 2.438e-01, eta: 17:06:36, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 2.9315, loss: 2.9315 2020-07-02 07:23:08,683 - mmaction - INFO - Epoch [111][360/940] lr: 2.438e-01, eta: 17:06:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.7982, loss: 2.7982 2020-07-02 07:23:17,538 - mmaction - INFO - Epoch [111][380/940] lr: 2.438e-01, eta: 17:06:17, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6125, loss_cls: 2.9195, loss: 2.9195 2020-07-02 07:23:26,446 - mmaction - INFO - Epoch [111][400/940] lr: 2.438e-01, eta: 17:06:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0777, loss: 3.0777 2020-07-02 07:23:35,263 - mmaction - INFO - Epoch [111][420/940] lr: 2.438e-01, eta: 17:05:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9536, loss: 2.9536 2020-07-02 07:23:44,186 - mmaction - INFO - Epoch [111][440/940] lr: 2.438e-01, eta: 17:05:50, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0493, loss: 3.0493 2020-07-02 07:23:53,076 - mmaction - INFO - Epoch [111][460/940] lr: 2.438e-01, eta: 17:05:41, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.8611, loss: 2.8611 2020-07-02 07:24:01,904 - mmaction - INFO - Epoch [111][480/940] lr: 2.438e-01, eta: 17:05:31, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.9128, loss: 2.9128 2020-07-02 07:24:10,798 - mmaction - INFO - Epoch [111][500/940] lr: 2.438e-01, eta: 17:05:22, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.1339, loss: 3.1339 2020-07-02 07:24:19,607 - mmaction - INFO - Epoch [111][520/940] lr: 2.438e-01, eta: 17:05:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9405, loss: 2.9405 2020-07-02 07:24:28,464 - mmaction - INFO - Epoch [111][540/940] lr: 2.438e-01, eta: 17:05:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0500, loss: 3.0500 2020-07-02 07:24:37,382 - mmaction - INFO - Epoch [111][560/940] lr: 2.438e-01, eta: 17:04:55, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0255, loss: 3.0255 2020-07-02 07:24:46,236 - mmaction - INFO - Epoch [111][580/940] lr: 2.438e-01, eta: 17:04:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9127, loss: 2.9127 2020-07-02 07:24:55,056 - mmaction - INFO - Epoch [111][600/940] lr: 2.438e-01, eta: 17:04:36, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.1389, loss: 3.1389 2020-07-02 07:25:03,920 - mmaction - INFO - Epoch [111][620/940] lr: 2.438e-01, eta: 17:04:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 2.9763, loss: 2.9763 2020-07-02 07:25:12,775 - mmaction - INFO - Epoch [111][640/940] lr: 2.438e-01, eta: 17:04:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0132, loss: 3.0132 2020-07-02 07:25:21,674 - mmaction - INFO - Epoch [111][660/940] lr: 2.438e-01, eta: 17:04:09, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9844, loss: 2.9844 2020-07-02 07:25:30,528 - mmaction - INFO - Epoch [111][680/940] lr: 2.438e-01, eta: 17:04:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0319, loss: 3.0319 2020-07-02 07:25:39,392 - mmaction - INFO - Epoch [111][700/940] lr: 2.438e-01, eta: 17:03:50, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6156, loss_cls: 2.8678, loss: 2.8678 2020-07-02 07:25:48,199 - mmaction - INFO - Epoch [111][720/940] lr: 2.438e-01, eta: 17:03:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.6188, loss_cls: 2.9228, loss: 2.9228 2020-07-02 07:25:56,995 - mmaction - INFO - Epoch [111][740/940] lr: 2.438e-01, eta: 17:03:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.6219, loss_cls: 3.0105, loss: 3.0105 2020-07-02 07:26:05,877 - mmaction - INFO - Epoch [111][760/940] lr: 2.438e-01, eta: 17:03:23, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0224, loss: 3.0224 2020-07-02 07:26:14,780 - mmaction - INFO - Epoch [111][780/940] lr: 2.438e-01, eta: 17:03:14, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9048, loss: 2.9048 2020-07-02 07:26:23,626 - mmaction - INFO - Epoch [111][800/940] lr: 2.438e-01, eta: 17:03:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 2.9231, loss: 2.9231 2020-07-02 07:26:32,508 - mmaction - INFO - Epoch [111][820/940] lr: 2.438e-01, eta: 17:02:55, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 2.8796, loss: 2.8796 2020-07-02 07:26:41,355 - mmaction - INFO - Epoch [111][840/940] lr: 2.438e-01, eta: 17:02:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 3.0185, loss: 3.0185 2020-07-02 07:26:50,275 - mmaction - INFO - Epoch [111][860/940] lr: 2.438e-01, eta: 17:02:37, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.3483, loss: 3.3483 2020-07-02 07:26:59,531 - mmaction - INFO - Epoch [111][880/940] lr: 2.438e-01, eta: 17:02:28, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8652, loss: 2.8652 2020-07-02 07:27:08,367 - mmaction - INFO - Epoch [111][900/940] lr: 2.438e-01, eta: 17:02:19, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9489, loss: 2.9489 2020-07-02 07:27:17,233 - mmaction - INFO - Epoch [111][920/940] lr: 2.438e-01, eta: 17:02:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0326, loss: 3.0326 2020-07-02 07:27:25,727 - mmaction - INFO - Epoch [111][940/940] lr: 2.438e-01, eta: 17:02:00, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.3474, top5_acc: 0.5747, loss_cls: 3.0474, loss: 3.0474 2020-07-02 07:27:40,421 - mmaction - INFO - Epoch [112][20/940] lr: 2.414e-01, eta: 17:01:58, time: 0.718, data_time: 0.260, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5781, loss_cls: 3.0572, loss: 3.0572 2020-07-02 07:27:49,294 - mmaction - INFO - Epoch [112][40/940] lr: 2.414e-01, eta: 17:01:49, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 2.9600, loss: 2.9600 2020-07-02 07:27:58,104 - mmaction - INFO - Epoch [112][60/940] lr: 2.414e-01, eta: 17:01:40, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1454, loss: 3.1454 2020-07-02 07:28:07,094 - mmaction - INFO - Epoch [112][80/940] lr: 2.414e-01, eta: 17:01:31, time: 0.450, data_time: 0.009, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1521, loss: 3.1521 2020-07-02 07:28:15,920 - mmaction - INFO - Epoch [112][100/940] lr: 2.414e-01, eta: 17:01:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 2.9760, loss: 2.9760 2020-07-02 07:28:24,826 - mmaction - INFO - Epoch [112][120/940] lr: 2.414e-01, eta: 17:01:12, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.8685, loss: 2.8685 2020-07-02 07:28:33,742 - mmaction - INFO - Epoch [112][140/940] lr: 2.414e-01, eta: 17:01:03, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9630, loss: 2.9630 2020-07-02 07:28:42,867 - mmaction - INFO - Epoch [112][160/940] lr: 2.414e-01, eta: 17:00:55, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8315, loss: 2.8315 2020-07-02 07:28:51,735 - mmaction - INFO - Epoch [112][180/940] lr: 2.414e-01, eta: 17:00:45, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.0473, loss: 3.0473 2020-07-02 07:29:00,624 - mmaction - INFO - Epoch [112][200/940] lr: 2.414e-01, eta: 17:00:36, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.1832, loss: 3.1832 2020-07-02 07:29:09,502 - mmaction - INFO - Epoch [112][220/940] lr: 2.414e-01, eta: 17:00:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9405, loss: 2.9405 2020-07-02 07:29:18,356 - mmaction - INFO - Epoch [112][240/940] lr: 2.414e-01, eta: 17:00:18, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.0509, loss: 3.0509 2020-07-02 07:29:27,248 - mmaction - INFO - Epoch [112][260/940] lr: 2.414e-01, eta: 17:00:09, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.9066, loss: 2.9066 2020-07-02 07:29:36,053 - mmaction - INFO - Epoch [112][280/940] lr: 2.414e-01, eta: 16:59:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7626, loss: 2.7626 2020-07-02 07:29:44,921 - mmaction - INFO - Epoch [112][300/940] lr: 2.414e-01, eta: 16:59:50, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 2.9441, loss: 2.9441 2020-07-02 07:29:53,798 - mmaction - INFO - Epoch [112][320/940] lr: 2.414e-01, eta: 16:59:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9626, loss: 2.9626 2020-07-02 07:30:02,676 - mmaction - INFO - Epoch [112][340/940] lr: 2.414e-01, eta: 16:59:32, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 3.0114, loss: 3.0114 2020-07-02 07:30:11,531 - mmaction - INFO - Epoch [112][360/940] lr: 2.414e-01, eta: 16:59:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.0716, loss: 3.0716 2020-07-02 07:30:20,446 - mmaction - INFO - Epoch [112][380/940] lr: 2.414e-01, eta: 16:59:14, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9688, loss: 2.9688 2020-07-02 07:30:29,339 - mmaction - INFO - Epoch [112][400/940] lr: 2.414e-01, eta: 16:59:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.0787, loss: 3.0787 2020-07-02 07:30:38,289 - mmaction - INFO - Epoch [112][420/940] lr: 2.414e-01, eta: 16:58:56, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8806, loss: 2.8806 2020-07-02 07:30:47,130 - mmaction - INFO - Epoch [112][440/940] lr: 2.414e-01, eta: 16:58:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1715, loss: 3.1715 2020-07-02 07:30:56,015 - mmaction - INFO - Epoch [112][460/940] lr: 2.414e-01, eta: 16:58:37, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0406, loss: 3.0406 2020-07-02 07:31:04,869 - mmaction - INFO - Epoch [112][480/940] lr: 2.414e-01, eta: 16:58:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9858, loss: 2.9858 2020-07-02 07:31:13,802 - mmaction - INFO - Epoch [112][500/940] lr: 2.414e-01, eta: 16:58:19, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0699, loss: 3.0699 2020-07-02 07:31:22,670 - mmaction - INFO - Epoch [112][520/940] lr: 2.414e-01, eta: 16:58:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.8604, loss: 2.8604 2020-07-02 07:31:31,505 - mmaction - INFO - Epoch [112][540/940] lr: 2.414e-01, eta: 16:58:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1109, loss: 3.1109 2020-07-02 07:31:40,366 - mmaction - INFO - Epoch [112][560/940] lr: 2.414e-01, eta: 16:57:51, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 2.9896, loss: 2.9896 2020-07-02 07:31:49,244 - mmaction - INFO - Epoch [112][580/940] lr: 2.414e-01, eta: 16:57:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0495, loss: 3.0495 2020-07-02 07:31:58,073 - mmaction - INFO - Epoch [112][600/940] lr: 2.414e-01, eta: 16:57:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9063, loss: 2.9063 2020-07-02 07:32:07,094 - mmaction - INFO - Epoch [112][620/940] lr: 2.414e-01, eta: 16:57:24, time: 0.453, data_time: 0.013, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.2938, loss: 3.2938 2020-07-02 07:32:15,945 - mmaction - INFO - Epoch [112][640/940] lr: 2.414e-01, eta: 16:57:15, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 3.0178, loss: 3.0178 2020-07-02 07:32:25,188 - mmaction - INFO - Epoch [112][660/940] lr: 2.414e-01, eta: 16:57:06, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.8837, loss: 2.8837 2020-07-02 07:32:33,999 - mmaction - INFO - Epoch [112][680/940] lr: 2.414e-01, eta: 16:56:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.0136, loss: 3.0136 2020-07-02 07:32:43,120 - mmaction - INFO - Epoch [112][700/940] lr: 2.414e-01, eta: 16:56:48, time: 0.456, data_time: 0.015, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9714, loss: 2.9714 2020-07-02 07:32:51,968 - mmaction - INFO - Epoch [112][720/940] lr: 2.414e-01, eta: 16:56:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.9610, loss: 2.9610 2020-07-02 07:33:00,988 - mmaction - INFO - Epoch [112][740/940] lr: 2.414e-01, eta: 16:56:30, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.0939, loss: 3.0939 2020-07-02 07:33:09,858 - mmaction - INFO - Epoch [112][760/940] lr: 2.414e-01, eta: 16:56:21, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2527, loss: 3.2527 2020-07-02 07:33:18,774 - mmaction - INFO - Epoch [112][780/940] lr: 2.414e-01, eta: 16:56:12, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0142, loss: 3.0142 2020-07-02 07:33:27,590 - mmaction - INFO - Epoch [112][800/940] lr: 2.414e-01, eta: 16:56:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1671, loss: 3.1671 2020-07-02 07:33:36,423 - mmaction - INFO - Epoch [112][820/940] lr: 2.414e-01, eta: 16:55:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8568, loss: 2.8568 2020-07-02 07:33:45,301 - mmaction - INFO - Epoch [112][840/940] lr: 2.414e-01, eta: 16:55:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0647, loss: 3.0647 2020-07-02 07:33:54,207 - mmaction - INFO - Epoch [112][860/940] lr: 2.414e-01, eta: 16:55:35, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0369, loss: 3.0369 2020-07-02 07:34:03,077 - mmaction - INFO - Epoch [112][880/940] lr: 2.414e-01, eta: 16:55:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8386, loss: 2.8386 2020-07-02 07:34:11,938 - mmaction - INFO - Epoch [112][900/940] lr: 2.414e-01, eta: 16:55:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1042, loss: 3.1042 2020-07-02 07:34:20,792 - mmaction - INFO - Epoch [112][920/940] lr: 2.414e-01, eta: 16:55:07, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1744, loss: 3.1744 2020-07-02 07:34:29,241 - mmaction - INFO - Epoch [112][940/940] lr: 2.414e-01, eta: 16:54:58, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.3636, top5_acc: 0.5942, loss_cls: 3.0340, loss: 3.0340 2020-07-02 07:34:29,590 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-02 07:34:44,147 - mmaction - INFO - Epoch [113][20/940] lr: 2.390e-01, eta: 16:54:54, time: 0.655, data_time: 0.200, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0940, loss: 3.0940 2020-07-02 07:34:53,000 - mmaction - INFO - Epoch [113][40/940] lr: 2.390e-01, eta: 16:54:45, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 2.9115, loss: 2.9115 2020-07-02 07:35:01,890 - mmaction - INFO - Epoch [113][60/940] lr: 2.390e-01, eta: 16:54:36, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 2.9930, loss: 2.9930 2020-07-02 07:35:10,719 - mmaction - INFO - Epoch [113][80/940] lr: 2.390e-01, eta: 16:54:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0348, loss: 3.0348 2020-07-02 07:35:19,619 - mmaction - INFO - Epoch [113][100/940] lr: 2.390e-01, eta: 16:54:17, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9400, loss: 2.9400 2020-07-02 07:35:28,391 - mmaction - INFO - Epoch [113][120/940] lr: 2.390e-01, eta: 16:54:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 3.0009, loss: 3.0009 2020-07-02 07:35:37,270 - mmaction - INFO - Epoch [113][140/940] lr: 2.390e-01, eta: 16:53:59, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6375, loss_cls: 2.8905, loss: 2.8905 2020-07-02 07:35:46,141 - mmaction - INFO - Epoch [113][160/940] lr: 2.390e-01, eta: 16:53:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.0845, loss: 3.0845 2020-07-02 07:35:54,987 - mmaction - INFO - Epoch [113][180/940] lr: 2.390e-01, eta: 16:53:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 3.0416, loss: 3.0416 2020-07-02 07:36:03,856 - mmaction - INFO - Epoch [113][200/940] lr: 2.390e-01, eta: 16:53:31, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9762, loss: 2.9762 2020-07-02 07:36:12,720 - mmaction - INFO - Epoch [113][220/940] lr: 2.390e-01, eta: 16:53:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.9378, loss: 2.9378 2020-07-02 07:36:21,547 - mmaction - INFO - Epoch [113][240/940] lr: 2.390e-01, eta: 16:53:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0668, loss: 3.0668 2020-07-02 07:36:30,420 - mmaction - INFO - Epoch [113][260/940] lr: 2.390e-01, eta: 16:53:04, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7785, loss: 2.7785 2020-07-02 07:36:39,235 - mmaction - INFO - Epoch [113][280/940] lr: 2.390e-01, eta: 16:52:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6375, loss_cls: 2.7627, loss: 2.7627 2020-07-02 07:36:48,138 - mmaction - INFO - Epoch [113][300/940] lr: 2.390e-01, eta: 16:52:45, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6031, loss_cls: 2.8360, loss: 2.8360 2020-07-02 07:36:57,049 - mmaction - INFO - Epoch [113][320/940] lr: 2.390e-01, eta: 16:52:36, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9192, loss: 2.9192 2020-07-02 07:37:05,935 - mmaction - INFO - Epoch [113][340/940] lr: 2.390e-01, eta: 16:52:27, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.9218, loss: 2.9218 2020-07-02 07:37:14,808 - mmaction - INFO - Epoch [113][360/940] lr: 2.390e-01, eta: 16:52:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8460, loss: 2.8460 2020-07-02 07:37:23,696 - mmaction - INFO - Epoch [113][380/940] lr: 2.390e-01, eta: 16:52:09, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 3.0012, loss: 3.0012 2020-07-02 07:37:32,567 - mmaction - INFO - Epoch [113][400/940] lr: 2.390e-01, eta: 16:52:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 2.9264, loss: 2.9264 2020-07-02 07:37:41,413 - mmaction - INFO - Epoch [113][420/940] lr: 2.390e-01, eta: 16:51:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9631, loss: 2.9631 2020-07-02 07:37:50,304 - mmaction - INFO - Epoch [113][440/940] lr: 2.390e-01, eta: 16:51:41, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6344, loss_cls: 2.9784, loss: 2.9784 2020-07-02 07:37:59,155 - mmaction - INFO - Epoch [113][460/940] lr: 2.390e-01, eta: 16:51:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0556, loss: 3.0556 2020-07-02 07:38:08,014 - mmaction - INFO - Epoch [113][480/940] lr: 2.390e-01, eta: 16:51:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.8048, loss: 2.8048 2020-07-02 07:38:16,904 - mmaction - INFO - Epoch [113][500/940] lr: 2.390e-01, eta: 16:51:14, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8822, loss: 2.8822 2020-07-02 07:38:25,919 - mmaction - INFO - Epoch [113][520/940] lr: 2.390e-01, eta: 16:51:05, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 2.9550, loss: 2.9550 2020-07-02 07:38:34,782 - mmaction - INFO - Epoch [113][540/940] lr: 2.390e-01, eta: 16:50:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1575, loss: 3.1575 2020-07-02 07:38:43,600 - mmaction - INFO - Epoch [113][560/940] lr: 2.390e-01, eta: 16:50:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.2033, loss: 3.2033 2020-07-02 07:38:52,431 - mmaction - INFO - Epoch [113][580/940] lr: 2.390e-01, eta: 16:50:37, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1203, loss: 3.1203 2020-07-02 07:39:01,269 - mmaction - INFO - Epoch [113][600/940] lr: 2.390e-01, eta: 16:50:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1011, loss: 3.1011 2020-07-02 07:39:10,157 - mmaction - INFO - Epoch [113][620/940] lr: 2.390e-01, eta: 16:50:19, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.1640, loss: 3.1640 2020-07-02 07:39:19,082 - mmaction - INFO - Epoch [113][640/940] lr: 2.390e-01, eta: 16:50:10, time: 0.446, data_time: 0.006, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6438, loss_cls: 2.8464, loss: 2.8464 2020-07-02 07:39:27,992 - mmaction - INFO - Epoch [113][660/940] lr: 2.390e-01, eta: 16:50:01, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8814, loss: 2.8814 2020-07-02 07:39:36,809 - mmaction - INFO - Epoch [113][680/940] lr: 2.390e-01, eta: 16:49:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1775, loss: 3.1775 2020-07-02 07:39:45,694 - mmaction - INFO - Epoch [113][700/940] lr: 2.390e-01, eta: 16:49:42, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9532, loss: 2.9532 2020-07-02 07:39:54,540 - mmaction - INFO - Epoch [113][720/940] lr: 2.390e-01, eta: 16:49:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.1166, loss: 3.1166 2020-07-02 07:40:03,378 - mmaction - INFO - Epoch [113][740/940] lr: 2.390e-01, eta: 16:49:24, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.5938, loss_cls: 2.9647, loss: 2.9647 2020-07-02 07:40:12,155 - mmaction - INFO - Epoch [113][760/940] lr: 2.390e-01, eta: 16:49:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9451, loss: 2.9451 2020-07-02 07:40:21,002 - mmaction - INFO - Epoch [113][780/940] lr: 2.390e-01, eta: 16:49:06, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.8774, loss: 2.8774 2020-07-02 07:40:29,893 - mmaction - INFO - Epoch [113][800/940] lr: 2.390e-01, eta: 16:48:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.0823, loss: 3.0823 2020-07-02 07:40:38,751 - mmaction - INFO - Epoch [113][820/940] lr: 2.390e-01, eta: 16:48:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9973, loss: 2.9973 2020-07-02 07:40:47,577 - mmaction - INFO - Epoch [113][840/940] lr: 2.390e-01, eta: 16:48:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1087, loss: 3.1087 2020-07-02 07:40:56,453 - mmaction - INFO - Epoch [113][860/940] lr: 2.390e-01, eta: 16:48:29, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9469, loss: 2.9469 2020-07-02 07:41:05,255 - mmaction - INFO - Epoch [113][880/940] lr: 2.390e-01, eta: 16:48:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7358, loss: 2.7358 2020-07-02 07:41:14,135 - mmaction - INFO - Epoch [113][900/940] lr: 2.390e-01, eta: 16:48:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.1434, loss: 3.1434 2020-07-02 07:41:22,990 - mmaction - INFO - Epoch [113][920/940] lr: 2.390e-01, eta: 16:48:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.0759, loss: 3.0759 2020-07-02 07:41:31,499 - mmaction - INFO - Epoch [113][940/940] lr: 2.390e-01, eta: 16:47:52, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.3571, top5_acc: 0.6169, loss_cls: 3.0465, loss: 3.0465 2020-07-02 07:41:46,331 - mmaction - INFO - Epoch [114][20/940] lr: 2.366e-01, eta: 16:47:50, time: 0.725, data_time: 0.267, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9393, loss: 2.9393 2020-07-02 07:41:55,244 - mmaction - INFO - Epoch [114][40/940] lr: 2.366e-01, eta: 16:47:40, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7531, loss: 2.7531 2020-07-02 07:42:04,039 - mmaction - INFO - Epoch [114][60/940] lr: 2.366e-01, eta: 16:47:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 2.9163, loss: 2.9163 2020-07-02 07:42:13,209 - mmaction - INFO - Epoch [114][80/940] lr: 2.366e-01, eta: 16:47:22, time: 0.458, data_time: 0.012, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9728, loss: 2.9728 2020-07-02 07:42:22,051 - mmaction - INFO - Epoch [114][100/940] lr: 2.366e-01, eta: 16:47:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1863, loss: 3.1863 2020-07-02 07:42:31,089 - mmaction - INFO - Epoch [114][120/940] lr: 2.366e-01, eta: 16:47:04, time: 0.452, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9948, loss: 2.9948 2020-07-02 07:42:39,987 - mmaction - INFO - Epoch [114][140/940] lr: 2.366e-01, eta: 16:46:55, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.0716, loss: 3.0716 2020-07-02 07:42:48,835 - mmaction - INFO - Epoch [114][160/940] lr: 2.366e-01, eta: 16:46:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.8013, loss: 2.8013 2020-07-02 07:42:57,676 - mmaction - INFO - Epoch [114][180/940] lr: 2.366e-01, eta: 16:46:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9538, loss: 2.9538 2020-07-02 07:43:06,561 - mmaction - INFO - Epoch [114][200/940] lr: 2.366e-01, eta: 16:46:28, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6281, loss_cls: 2.8446, loss: 2.8446 2020-07-02 07:43:15,422 - mmaction - INFO - Epoch [114][220/940] lr: 2.366e-01, eta: 16:46:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0615, loss: 3.0615 2020-07-02 07:43:24,311 - mmaction - INFO - Epoch [114][240/940] lr: 2.366e-01, eta: 16:46:09, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0101, loss: 3.0101 2020-07-02 07:43:33,253 - mmaction - INFO - Epoch [114][260/940] lr: 2.366e-01, eta: 16:46:00, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9581, loss: 2.9581 2020-07-02 07:43:42,076 - mmaction - INFO - Epoch [114][280/940] lr: 2.366e-01, eta: 16:45:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0930, loss: 3.0930 2020-07-02 07:43:50,950 - mmaction - INFO - Epoch [114][300/940] lr: 2.366e-01, eta: 16:45:42, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1617, loss: 3.1617 2020-07-02 07:43:59,808 - mmaction - INFO - Epoch [114][320/940] lr: 2.366e-01, eta: 16:45:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.8724, loss: 2.8724 2020-07-02 07:44:08,724 - mmaction - INFO - Epoch [114][340/940] lr: 2.366e-01, eta: 16:45:24, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.8778, loss: 2.8778 2020-07-02 07:44:17,527 - mmaction - INFO - Epoch [114][360/940] lr: 2.366e-01, eta: 16:45:14, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6344, loss_cls: 2.9055, loss: 2.9055 2020-07-02 07:44:26,351 - mmaction - INFO - Epoch [114][380/940] lr: 2.366e-01, eta: 16:45:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9656, loss: 2.9656 2020-07-02 07:44:35,157 - mmaction - INFO - Epoch [114][400/940] lr: 2.366e-01, eta: 16:44:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5750, loss_cls: 3.1383, loss: 3.1383 2020-07-02 07:44:44,023 - mmaction - INFO - Epoch [114][420/940] lr: 2.366e-01, eta: 16:44:47, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9030, loss: 2.9030 2020-07-02 07:44:52,895 - mmaction - INFO - Epoch [114][440/940] lr: 2.366e-01, eta: 16:44:38, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9361, loss: 2.9361 2020-07-02 07:45:01,703 - mmaction - INFO - Epoch [114][460/940] lr: 2.366e-01, eta: 16:44:28, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0439, loss: 3.0439 2020-07-02 07:45:10,531 - mmaction - INFO - Epoch [114][480/940] lr: 2.366e-01, eta: 16:44:19, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9560, loss: 2.9560 2020-07-02 07:45:19,369 - mmaction - INFO - Epoch [114][500/940] lr: 2.366e-01, eta: 16:44:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9443, loss: 2.9443 2020-07-02 07:45:28,221 - mmaction - INFO - Epoch [114][520/940] lr: 2.366e-01, eta: 16:44:01, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.0248, loss: 3.0248 2020-07-02 07:45:37,014 - mmaction - INFO - Epoch [114][540/940] lr: 2.366e-01, eta: 16:43:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2125, loss: 3.2125 2020-07-02 07:45:45,901 - mmaction - INFO - Epoch [114][560/940] lr: 2.366e-01, eta: 16:43:42, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9373, loss: 2.9373 2020-07-02 07:45:54,757 - mmaction - INFO - Epoch [114][580/940] lr: 2.366e-01, eta: 16:43:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 3.0336, loss: 3.0336 2020-07-02 07:46:03,542 - mmaction - INFO - Epoch [114][600/940] lr: 2.366e-01, eta: 16:43:24, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5594, loss_cls: 3.0784, loss: 3.0784 2020-07-02 07:46:12,416 - mmaction - INFO - Epoch [114][620/940] lr: 2.366e-01, eta: 16:43:15, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1359, loss: 3.1359 2020-07-02 07:46:21,277 - mmaction - INFO - Epoch [114][640/940] lr: 2.366e-01, eta: 16:43:06, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5250, loss_cls: 3.2023, loss: 3.2023 2020-07-02 07:46:30,134 - mmaction - INFO - Epoch [114][660/940] lr: 2.366e-01, eta: 16:42:56, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0195, loss: 3.0195 2020-07-02 07:46:39,026 - mmaction - INFO - Epoch [114][680/940] lr: 2.366e-01, eta: 16:42:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0254, loss: 3.0254 2020-07-02 07:46:47,893 - mmaction - INFO - Epoch [114][700/940] lr: 2.366e-01, eta: 16:42:38, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8536, loss: 2.8536 2020-07-02 07:46:56,732 - mmaction - INFO - Epoch [114][720/940] lr: 2.366e-01, eta: 16:42:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1312, loss: 3.1312 2020-07-02 07:47:05,560 - mmaction - INFO - Epoch [114][740/940] lr: 2.366e-01, eta: 16:42:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9727, loss: 2.9727 2020-07-02 07:47:14,383 - mmaction - INFO - Epoch [114][760/940] lr: 2.366e-01, eta: 16:42:11, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1382, loss: 3.1382 2020-07-02 07:47:23,295 - mmaction - INFO - Epoch [114][780/940] lr: 2.366e-01, eta: 16:42:01, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1646, loss: 3.1646 2020-07-02 07:47:32,114 - mmaction - INFO - Epoch [114][800/940] lr: 2.366e-01, eta: 16:41:52, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 2.9817, loss: 2.9817 2020-07-02 07:47:40,987 - mmaction - INFO - Epoch [114][820/940] lr: 2.366e-01, eta: 16:41:43, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0697, loss: 3.0697 2020-07-02 07:47:49,822 - mmaction - INFO - Epoch [114][840/940] lr: 2.366e-01, eta: 16:41:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.5719, loss_cls: 3.1246, loss: 3.1246 2020-07-02 07:47:58,745 - mmaction - INFO - Epoch [114][860/940] lr: 2.366e-01, eta: 16:41:25, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9549, loss: 2.9549 2020-07-02 07:48:07,712 - mmaction - INFO - Epoch [114][880/940] lr: 2.366e-01, eta: 16:41:16, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0430, loss: 3.0430 2020-07-02 07:48:16,499 - mmaction - INFO - Epoch [114][900/940] lr: 2.366e-01, eta: 16:41:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0322, loss: 3.0322 2020-07-02 07:48:25,426 - mmaction - INFO - Epoch [114][920/940] lr: 2.366e-01, eta: 16:40:57, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.9561, loss: 2.9561 2020-07-02 07:48:33,826 - mmaction - INFO - Epoch [114][940/940] lr: 2.366e-01, eta: 16:40:48, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3377, top5_acc: 0.6331, loss_cls: 2.8867, loss: 2.8867 2020-07-02 07:48:48,427 - mmaction - INFO - Epoch [115][20/940] lr: 2.342e-01, eta: 16:40:45, time: 0.706, data_time: 0.264, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0373, loss: 3.0373 2020-07-02 07:48:57,260 - mmaction - INFO - Epoch [115][40/940] lr: 2.342e-01, eta: 16:40:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0947, loss: 3.0947 2020-07-02 07:49:06,175 - mmaction - INFO - Epoch [115][60/940] lr: 2.342e-01, eta: 16:40:27, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9242, loss: 2.9242 2020-07-02 07:49:15,022 - mmaction - INFO - Epoch [115][80/940] lr: 2.342e-01, eta: 16:40:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1115, loss: 3.1115 2020-07-02 07:49:23,880 - mmaction - INFO - Epoch [115][100/940] lr: 2.342e-01, eta: 16:40:08, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.9088, loss: 2.9088 2020-07-02 07:49:32,724 - mmaction - INFO - Epoch [115][120/940] lr: 2.342e-01, eta: 16:39:59, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 3.0137, loss: 3.0137 2020-07-02 07:49:41,637 - mmaction - INFO - Epoch [115][140/940] lr: 2.342e-01, eta: 16:39:50, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0739, loss: 3.0739 2020-07-02 07:49:50,488 - mmaction - INFO - Epoch [115][160/940] lr: 2.342e-01, eta: 16:39:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6156, loss_cls: 2.7879, loss: 2.7879 2020-07-02 07:49:59,323 - mmaction - INFO - Epoch [115][180/940] lr: 2.342e-01, eta: 16:39:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8676, loss: 2.8676 2020-07-02 07:50:08,202 - mmaction - INFO - Epoch [115][200/940] lr: 2.342e-01, eta: 16:39:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9957, loss: 2.9957 2020-07-02 07:50:17,071 - mmaction - INFO - Epoch [115][220/940] lr: 2.342e-01, eta: 16:39:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9802, loss: 2.9802 2020-07-02 07:50:25,900 - mmaction - INFO - Epoch [115][240/940] lr: 2.342e-01, eta: 16:39:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9850, loss: 2.9850 2020-07-02 07:50:34,763 - mmaction - INFO - Epoch [115][260/940] lr: 2.342e-01, eta: 16:38:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0155, loss: 3.0155 2020-07-02 07:50:43,609 - mmaction - INFO - Epoch [115][280/940] lr: 2.342e-01, eta: 16:38:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9260, loss: 2.9260 2020-07-02 07:50:52,477 - mmaction - INFO - Epoch [115][300/940] lr: 2.342e-01, eta: 16:38:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.0525, loss: 3.0525 2020-07-02 07:51:01,391 - mmaction - INFO - Epoch [115][320/940] lr: 2.342e-01, eta: 16:38:28, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9823, loss: 2.9823 2020-07-02 07:51:10,266 - mmaction - INFO - Epoch [115][340/940] lr: 2.342e-01, eta: 16:38:18, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0083, loss: 3.0083 2020-07-02 07:51:19,092 - mmaction - INFO - Epoch [115][360/940] lr: 2.342e-01, eta: 16:38:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.0304, loss: 3.0304 2020-07-02 07:51:28,003 - mmaction - INFO - Epoch [115][380/940] lr: 2.342e-01, eta: 16:38:00, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0066, loss: 3.0066 2020-07-02 07:51:36,987 - mmaction - INFO - Epoch [115][400/940] lr: 2.342e-01, eta: 16:37:51, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9765, loss: 2.9765 2020-07-02 07:51:45,809 - mmaction - INFO - Epoch [115][420/940] lr: 2.342e-01, eta: 16:37:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8527, loss: 2.8527 2020-07-02 07:51:54,634 - mmaction - INFO - Epoch [115][440/940] lr: 2.342e-01, eta: 16:37:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1683, loss: 3.1683 2020-07-02 07:52:03,585 - mmaction - INFO - Epoch [115][460/940] lr: 2.342e-01, eta: 16:37:24, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0904, loss: 3.0904 2020-07-02 07:52:12,491 - mmaction - INFO - Epoch [115][480/940] lr: 2.342e-01, eta: 16:37:14, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.1530, loss: 3.1530 2020-07-02 07:52:21,328 - mmaction - INFO - Epoch [115][500/940] lr: 2.342e-01, eta: 16:37:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9810, loss: 2.9810 2020-07-02 07:52:30,235 - mmaction - INFO - Epoch [115][520/940] lr: 2.342e-01, eta: 16:36:56, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 2.9754, loss: 2.9754 2020-07-02 07:52:39,154 - mmaction - INFO - Epoch [115][540/940] lr: 2.342e-01, eta: 16:36:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 3.0549, loss: 3.0549 2020-07-02 07:52:48,007 - mmaction - INFO - Epoch [115][560/940] lr: 2.342e-01, eta: 16:36:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9010, loss: 2.9010 2020-07-02 07:52:56,906 - mmaction - INFO - Epoch [115][580/940] lr: 2.342e-01, eta: 16:36:29, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 2.9603, loss: 2.9603 2020-07-02 07:53:06,119 - mmaction - INFO - Epoch [115][600/940] lr: 2.342e-01, eta: 16:36:20, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1061, loss: 3.1061 2020-07-02 07:53:14,928 - mmaction - INFO - Epoch [115][620/940] lr: 2.342e-01, eta: 16:36:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.8433, loss: 2.8433 2020-07-02 07:53:23,790 - mmaction - INFO - Epoch [115][640/940] lr: 2.342e-01, eta: 16:36:02, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8948, loss: 2.8948 2020-07-02 07:53:32,679 - mmaction - INFO - Epoch [115][660/940] lr: 2.342e-01, eta: 16:35:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0223, loss: 3.0223 2020-07-02 07:53:41,520 - mmaction - INFO - Epoch [115][680/940] lr: 2.342e-01, eta: 16:35:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.9242, loss: 2.9242 2020-07-02 07:53:50,464 - mmaction - INFO - Epoch [115][700/940] lr: 2.342e-01, eta: 16:35:34, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7676, loss: 2.7676 2020-07-02 07:53:59,274 - mmaction - INFO - Epoch [115][720/940] lr: 2.342e-01, eta: 16:35:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.0550, loss: 3.0550 2020-07-02 07:54:08,220 - mmaction - INFO - Epoch [115][740/940] lr: 2.342e-01, eta: 16:35:16, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.0768, loss: 3.0768 2020-07-02 07:54:17,118 - mmaction - INFO - Epoch [115][760/940] lr: 2.342e-01, eta: 16:35:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0047, loss: 3.0047 2020-07-02 07:54:25,984 - mmaction - INFO - Epoch [115][780/940] lr: 2.342e-01, eta: 16:34:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0600, loss: 3.0600 2020-07-02 07:54:34,800 - mmaction - INFO - Epoch [115][800/940] lr: 2.342e-01, eta: 16:34:48, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6344, loss_cls: 2.7771, loss: 2.7771 2020-07-02 07:54:43,782 - mmaction - INFO - Epoch [115][820/940] lr: 2.342e-01, eta: 16:34:39, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9273, loss: 2.9273 2020-07-02 07:54:52,602 - mmaction - INFO - Epoch [115][840/940] lr: 2.342e-01, eta: 16:34:30, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9620, loss: 2.9620 2020-07-02 07:55:01,463 - mmaction - INFO - Epoch [115][860/940] lr: 2.342e-01, eta: 16:34:21, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0481, loss: 3.0481 2020-07-02 07:55:10,310 - mmaction - INFO - Epoch [115][880/940] lr: 2.342e-01, eta: 16:34:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.0744, loss: 3.0744 2020-07-02 07:55:19,160 - mmaction - INFO - Epoch [115][900/940] lr: 2.342e-01, eta: 16:34:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5656, loss_cls: 2.9506, loss: 2.9506 2020-07-02 07:55:28,026 - mmaction - INFO - Epoch [115][920/940] lr: 2.342e-01, eta: 16:33:54, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 3.0026, loss: 3.0026 2020-07-02 07:55:36,436 - mmaction - INFO - Epoch [115][940/940] lr: 2.342e-01, eta: 16:33:44, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3149, top5_acc: 0.6169, loss_cls: 2.9775, loss: 2.9775 2020-07-02 07:55:53,834 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 07:55:54,707 - mmaction - INFO - top1_acc 0.3560 top5_acc 0.6217 2020-07-02 07:55:54,707 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 07:55:54,764 - mmaction - INFO - mean_acc 0.3560 2020-07-02 07:55:54,773 - mmaction - INFO - Epoch [115][940/940] lr: 2.342e-01, top1_acc: 0.3560, top5_acc: 0.6217, mean_class_accuracy: 0.3560 2020-07-02 07:56:07,577 - mmaction - INFO - Epoch [116][20/940] lr: 2.318e-01, eta: 16:33:39, time: 0.640, data_time: 0.194, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0065, loss: 3.0065 2020-07-02 07:56:16,427 - mmaction - INFO - Epoch [116][40/940] lr: 2.318e-01, eta: 16:33:30, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.8832, loss: 2.8832 2020-07-02 07:56:25,274 - mmaction - INFO - Epoch [116][60/940] lr: 2.318e-01, eta: 16:33:21, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5844, loss_cls: 2.9186, loss: 2.9186 2020-07-02 07:56:34,194 - mmaction - INFO - Epoch [116][80/940] lr: 2.318e-01, eta: 16:33:12, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.2594, loss: 3.2594 2020-07-02 07:56:43,191 - mmaction - INFO - Epoch [116][100/940] lr: 2.318e-01, eta: 16:33:03, time: 0.450, data_time: 0.007, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6562, loss_cls: 2.8739, loss: 2.8739 2020-07-02 07:56:52,040 - mmaction - INFO - Epoch [116][120/940] lr: 2.318e-01, eta: 16:32:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6250, loss_cls: 2.7720, loss: 2.7720 2020-07-02 07:57:00,897 - mmaction - INFO - Epoch [116][140/940] lr: 2.318e-01, eta: 16:32:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1789, loss: 3.1789 2020-07-02 07:57:09,803 - mmaction - INFO - Epoch [116][160/940] lr: 2.318e-01, eta: 16:32:36, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6219, loss_cls: 2.8614, loss: 2.8614 2020-07-02 07:57:18,653 - mmaction - INFO - Epoch [116][180/940] lr: 2.318e-01, eta: 16:32:26, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0629, loss: 3.0629 2020-07-02 07:57:27,565 - mmaction - INFO - Epoch [116][200/940] lr: 2.318e-01, eta: 16:32:17, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0447, loss: 3.0447 2020-07-02 07:57:36,447 - mmaction - INFO - Epoch [116][220/940] lr: 2.318e-01, eta: 16:32:08, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0582, loss: 3.0582 2020-07-02 07:57:45,293 - mmaction - INFO - Epoch [116][240/940] lr: 2.318e-01, eta: 16:31:59, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0794, loss: 3.0794 2020-07-02 07:57:54,175 - mmaction - INFO - Epoch [116][260/940] lr: 2.318e-01, eta: 16:31:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 2.9928, loss: 2.9928 2020-07-02 07:58:03,006 - mmaction - INFO - Epoch [116][280/940] lr: 2.318e-01, eta: 16:31:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7881, loss: 2.7881 2020-07-02 07:58:11,851 - mmaction - INFO - Epoch [116][300/940] lr: 2.318e-01, eta: 16:31:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0144, loss: 3.0144 2020-07-02 07:58:20,753 - mmaction - INFO - Epoch [116][320/940] lr: 2.318e-01, eta: 16:31:22, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 3.1094, loss: 3.1094 2020-07-02 07:58:29,572 - mmaction - INFO - Epoch [116][340/940] lr: 2.318e-01, eta: 16:31:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.2518, loss: 3.2518 2020-07-02 07:58:38,421 - mmaction - INFO - Epoch [116][360/940] lr: 2.318e-01, eta: 16:31:04, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9017, loss: 2.9017 2020-07-02 07:58:47,294 - mmaction - INFO - Epoch [116][380/940] lr: 2.318e-01, eta: 16:30:55, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.8891, loss: 2.8891 2020-07-02 07:58:56,276 - mmaction - INFO - Epoch [116][400/940] lr: 2.318e-01, eta: 16:30:46, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.7645, loss: 2.7645 2020-07-02 07:59:05,258 - mmaction - INFO - Epoch [116][420/940] lr: 2.318e-01, eta: 16:30:37, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 3.0042, loss: 3.0042 2020-07-02 07:59:14,054 - mmaction - INFO - Epoch [116][440/940] lr: 2.318e-01, eta: 16:30:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9421, loss: 2.9421 2020-07-02 07:59:22,930 - mmaction - INFO - Epoch [116][460/940] lr: 2.318e-01, eta: 16:30:18, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9276, loss: 2.9276 2020-07-02 07:59:31,782 - mmaction - INFO - Epoch [116][480/940] lr: 2.318e-01, eta: 16:30:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0695, loss: 3.0695 2020-07-02 07:59:40,691 - mmaction - INFO - Epoch [116][500/940] lr: 2.318e-01, eta: 16:30:00, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9808, loss: 2.9808 2020-07-02 07:59:49,534 - mmaction - INFO - Epoch [116][520/940] lr: 2.318e-01, eta: 16:29:51, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9500, loss: 2.9500 2020-07-02 07:59:58,418 - mmaction - INFO - Epoch [116][540/940] lr: 2.318e-01, eta: 16:29:42, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0516, loss: 3.0516 2020-07-02 08:00:16,540 - mmaction - INFO - Epoch [116][560/940] lr: 2.318e-01, eta: 16:29:44, time: 0.901, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9053, loss: 2.9053 2020-07-02 08:00:25,499 - mmaction - INFO - Epoch [116][580/940] lr: 2.318e-01, eta: 16:29:35, time: 0.453, data_time: 0.011, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 3.0271, loss: 3.0271 2020-07-02 08:00:34,399 - mmaction - INFO - Epoch [116][600/940] lr: 2.318e-01, eta: 16:29:26, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9396, loss: 2.9396 2020-07-02 08:00:43,361 - mmaction - INFO - Epoch [116][620/940] lr: 2.318e-01, eta: 16:29:17, time: 0.448, data_time: 0.004, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7675, loss: 2.7675 2020-07-02 08:00:52,201 - mmaction - INFO - Epoch [116][640/940] lr: 2.318e-01, eta: 16:29:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 2.9908, loss: 2.9908 2020-07-02 08:01:01,136 - mmaction - INFO - Epoch [116][660/940] lr: 2.318e-01, eta: 16:28:58, time: 0.447, data_time: 0.006, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9107, loss: 2.9107 2020-07-02 08:01:09,955 - mmaction - INFO - Epoch [116][680/940] lr: 2.318e-01, eta: 16:28:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5969, loss_cls: 2.9903, loss: 2.9903 2020-07-02 08:01:18,851 - mmaction - INFO - Epoch [116][700/940] lr: 2.318e-01, eta: 16:28:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.0427, loss: 3.0427 2020-07-02 08:01:27,682 - mmaction - INFO - Epoch [116][720/940] lr: 2.318e-01, eta: 16:28:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9526, loss: 2.9526 2020-07-02 08:01:36,523 - mmaction - INFO - Epoch [116][740/940] lr: 2.318e-01, eta: 16:28:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1976, loss: 3.1976 2020-07-02 08:01:45,367 - mmaction - INFO - Epoch [116][760/940] lr: 2.318e-01, eta: 16:28:12, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.0706, loss: 3.0706 2020-07-02 08:01:54,248 - mmaction - INFO - Epoch [116][780/940] lr: 2.318e-01, eta: 16:28:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.1186, loss: 3.1186 2020-07-02 08:02:03,099 - mmaction - INFO - Epoch [116][800/940] lr: 2.318e-01, eta: 16:27:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9068, loss: 2.9068 2020-07-02 08:02:11,872 - mmaction - INFO - Epoch [116][820/940] lr: 2.318e-01, eta: 16:27:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2164, loss: 3.2164 2020-07-02 08:02:20,734 - mmaction - INFO - Epoch [116][840/940] lr: 2.318e-01, eta: 16:27:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9591, loss: 2.9591 2020-07-02 08:02:29,625 - mmaction - INFO - Epoch [116][860/940] lr: 2.318e-01, eta: 16:27:27, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.2378, loss: 3.2378 2020-07-02 08:02:38,483 - mmaction - INFO - Epoch [116][880/940] lr: 2.318e-01, eta: 16:27:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 2.9768, loss: 2.9768 2020-07-02 08:02:47,322 - mmaction - INFO - Epoch [116][900/940] lr: 2.318e-01, eta: 16:27:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 2.9033, loss: 2.9033 2020-07-02 08:02:56,139 - mmaction - INFO - Epoch [116][920/940] lr: 2.318e-01, eta: 16:26:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.0915, loss: 3.0915 2020-07-02 08:03:04,633 - mmaction - INFO - Epoch [116][940/940] lr: 2.318e-01, eta: 16:26:49, time: 0.425, data_time: 0.003, memory: 6328, top1_acc: 0.3377, top5_acc: 0.5844, loss_cls: 2.9863, loss: 2.9863 2020-07-02 08:03:05,019 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-07-02 08:03:21,978 - mmaction - INFO - Epoch [117][20/940] lr: 2.293e-01, eta: 16:26:48, time: 0.776, data_time: 0.301, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0130, loss: 3.0130 2020-07-02 08:03:30,850 - mmaction - INFO - Epoch [117][40/940] lr: 2.293e-01, eta: 16:26:39, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9452, loss: 2.9452 2020-07-02 08:03:39,679 - mmaction - INFO - Epoch [117][60/940] lr: 2.293e-01, eta: 16:26:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.9240, loss: 2.9240 2020-07-02 08:03:48,568 - mmaction - INFO - Epoch [117][80/940] lr: 2.293e-01, eta: 16:26:21, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1244, loss: 3.1244 2020-07-02 08:03:57,421 - mmaction - INFO - Epoch [117][100/940] lr: 2.293e-01, eta: 16:26:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.8755, loss: 2.8755 2020-07-02 08:04:06,288 - mmaction - INFO - Epoch [117][120/940] lr: 2.293e-01, eta: 16:26:02, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.0057, loss: 3.0057 2020-07-02 08:04:15,209 - mmaction - INFO - Epoch [117][140/940] lr: 2.293e-01, eta: 16:25:53, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6000, loss_cls: 2.9084, loss: 2.9084 2020-07-02 08:04:24,071 - mmaction - INFO - Epoch [117][160/940] lr: 2.293e-01, eta: 16:25:44, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8878, loss: 2.8878 2020-07-02 08:04:32,915 - mmaction - INFO - Epoch [117][180/940] lr: 2.293e-01, eta: 16:25:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1854, loss: 3.1854 2020-07-02 08:04:42,161 - mmaction - INFO - Epoch [117][200/940] lr: 2.293e-01, eta: 16:25:26, time: 0.462, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6188, loss_cls: 2.9877, loss: 2.9877 2020-07-02 08:04:50,997 - mmaction - INFO - Epoch [117][220/940] lr: 2.293e-01, eta: 16:25:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0786, loss: 3.0786 2020-07-02 08:04:59,907 - mmaction - INFO - Epoch [117][240/940] lr: 2.293e-01, eta: 16:25:08, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.2938, top5_acc: 0.6406, loss_cls: 2.9955, loss: 2.9955 2020-07-02 08:05:08,793 - mmaction - INFO - Epoch [117][260/940] lr: 2.293e-01, eta: 16:24:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0207, loss: 3.0207 2020-07-02 08:05:17,699 - mmaction - INFO - Epoch [117][280/940] lr: 2.293e-01, eta: 16:24:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8816, loss: 2.8816 2020-07-02 08:05:26,568 - mmaction - INFO - Epoch [117][300/940] lr: 2.293e-01, eta: 16:24:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9008, loss: 2.9008 2020-07-02 08:05:35,493 - mmaction - INFO - Epoch [117][320/940] lr: 2.293e-01, eta: 16:24:31, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0755, loss: 3.0755 2020-07-02 08:05:44,356 - mmaction - INFO - Epoch [117][340/940] lr: 2.293e-01, eta: 16:24:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9146, loss: 2.9146 2020-07-02 08:05:53,182 - mmaction - INFO - Epoch [117][360/940] lr: 2.293e-01, eta: 16:24:13, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.7440, loss: 2.7440 2020-07-02 08:06:02,030 - mmaction - INFO - Epoch [117][380/940] lr: 2.293e-01, eta: 16:24:04, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9485, loss: 2.9485 2020-07-02 08:06:11,015 - mmaction - INFO - Epoch [117][400/940] lr: 2.293e-01, eta: 16:23:55, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9558, loss: 2.9558 2020-07-02 08:06:19,888 - mmaction - INFO - Epoch [117][420/940] lr: 2.293e-01, eta: 16:23:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 2.9856, loss: 2.9856 2020-07-02 08:06:28,754 - mmaction - INFO - Epoch [117][440/940] lr: 2.293e-01, eta: 16:23:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.8634, loss: 2.8634 2020-07-02 08:06:37,646 - mmaction - INFO - Epoch [117][460/940] lr: 2.293e-01, eta: 16:23:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9771, loss: 2.9771 2020-07-02 08:06:46,504 - mmaction - INFO - Epoch [117][480/940] lr: 2.293e-01, eta: 16:23:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9423, loss: 2.9423 2020-07-02 08:06:55,507 - mmaction - INFO - Epoch [117][500/940] lr: 2.293e-01, eta: 16:23:09, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6281, loss_cls: 2.8925, loss: 2.8925 2020-07-02 08:07:04,477 - mmaction - INFO - Epoch [117][520/940] lr: 2.293e-01, eta: 16:23:00, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5406, loss_cls: 3.1471, loss: 3.1471 2020-07-02 08:07:13,377 - mmaction - INFO - Epoch [117][540/940] lr: 2.293e-01, eta: 16:22:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1874, loss: 3.1874 2020-07-02 08:07:22,232 - mmaction - INFO - Epoch [117][560/940] lr: 2.293e-01, eta: 16:22:42, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7930, loss: 2.7930 2020-07-02 08:07:31,129 - mmaction - INFO - Epoch [117][580/940] lr: 2.293e-01, eta: 16:22:33, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.7762, loss: 2.7762 2020-07-02 08:07:39,982 - mmaction - INFO - Epoch [117][600/940] lr: 2.293e-01, eta: 16:22:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8453, loss: 2.8453 2020-07-02 08:07:48,860 - mmaction - INFO - Epoch [117][620/940] lr: 2.293e-01, eta: 16:22:15, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9494, loss: 2.9494 2020-07-02 08:07:57,771 - mmaction - INFO - Epoch [117][640/940] lr: 2.293e-01, eta: 16:22:05, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.8411, loss: 2.8411 2020-07-02 08:08:06,641 - mmaction - INFO - Epoch [117][660/940] lr: 2.293e-01, eta: 16:21:56, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0221, loss: 3.0221 2020-07-02 08:08:15,466 - mmaction - INFO - Epoch [117][680/940] lr: 2.293e-01, eta: 16:21:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.0541, loss: 3.0541 2020-07-02 08:08:24,397 - mmaction - INFO - Epoch [117][700/940] lr: 2.293e-01, eta: 16:21:38, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9800, loss: 2.9800 2020-07-02 08:08:33,247 - mmaction - INFO - Epoch [117][720/940] lr: 2.293e-01, eta: 16:21:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9324, loss: 2.9324 2020-07-02 08:08:42,117 - mmaction - INFO - Epoch [117][740/940] lr: 2.293e-01, eta: 16:21:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.5969, loss_cls: 2.8899, loss: 2.8899 2020-07-02 08:08:50,976 - mmaction - INFO - Epoch [117][760/940] lr: 2.293e-01, eta: 16:21:11, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.1070, loss: 3.1070 2020-07-02 08:08:59,834 - mmaction - INFO - Epoch [117][780/940] lr: 2.293e-01, eta: 16:21:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1189, loss: 3.1189 2020-07-02 08:09:08,644 - mmaction - INFO - Epoch [117][800/940] lr: 2.293e-01, eta: 16:20:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5938, loss_cls: 3.0362, loss: 3.0362 2020-07-02 08:09:17,492 - mmaction - INFO - Epoch [117][820/940] lr: 2.293e-01, eta: 16:20:43, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9196, loss: 2.9196 2020-07-02 08:09:26,324 - mmaction - INFO - Epoch [117][840/940] lr: 2.293e-01, eta: 16:20:34, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.8720, loss: 2.8720 2020-07-02 08:09:35,157 - mmaction - INFO - Epoch [117][860/940] lr: 2.293e-01, eta: 16:20:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.8502, loss: 2.8502 2020-07-02 08:09:44,010 - mmaction - INFO - Epoch [117][880/940] lr: 2.293e-01, eta: 16:20:15, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.8486, loss: 2.8486 2020-07-02 08:09:52,839 - mmaction - INFO - Epoch [117][900/940] lr: 2.293e-01, eta: 16:20:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.9909, loss: 2.9909 2020-07-02 08:10:01,757 - mmaction - INFO - Epoch [117][920/940] lr: 2.293e-01, eta: 16:19:57, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1266, loss: 3.1266 2020-07-02 08:10:10,180 - mmaction - INFO - Epoch [117][940/940] lr: 2.293e-01, eta: 16:19:47, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.3734, top5_acc: 0.5974, loss_cls: 2.9749, loss: 2.9749 2020-07-02 08:10:25,911 - mmaction - INFO - Epoch [118][20/940] lr: 2.269e-01, eta: 16:19:46, time: 0.770, data_time: 0.274, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.1464, loss: 3.1464 2020-07-02 08:10:34,774 - mmaction - INFO - Epoch [118][40/940] lr: 2.269e-01, eta: 16:19:37, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.7912, loss: 2.7912 2020-07-02 08:10:43,651 - mmaction - INFO - Epoch [118][60/940] lr: 2.269e-01, eta: 16:19:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9440, loss: 2.9440 2020-07-02 08:10:52,578 - mmaction - INFO - Epoch [118][80/940] lr: 2.269e-01, eta: 16:19:19, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0166, loss: 3.0166 2020-07-02 08:11:01,427 - mmaction - INFO - Epoch [118][100/940] lr: 2.269e-01, eta: 16:19:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.1206, loss: 3.1206 2020-07-02 08:11:10,263 - mmaction - INFO - Epoch [118][120/940] lr: 2.269e-01, eta: 16:19:00, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0533, loss: 3.0533 2020-07-02 08:11:19,189 - mmaction - INFO - Epoch [118][140/940] lr: 2.269e-01, eta: 16:18:51, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9799, loss: 2.9799 2020-07-02 08:11:28,033 - mmaction - INFO - Epoch [118][160/940] lr: 2.269e-01, eta: 16:18:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8556, loss: 2.8556 2020-07-02 08:11:36,853 - mmaction - INFO - Epoch [118][180/940] lr: 2.269e-01, eta: 16:18:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 3.0006, loss: 3.0006 2020-07-02 08:11:45,735 - mmaction - INFO - Epoch [118][200/940] lr: 2.269e-01, eta: 16:18:24, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0110, loss: 3.0110 2020-07-02 08:11:54,603 - mmaction - INFO - Epoch [118][220/940] lr: 2.269e-01, eta: 16:18:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.1111, loss: 3.1111 2020-07-02 08:12:03,461 - mmaction - INFO - Epoch [118][240/940] lr: 2.269e-01, eta: 16:18:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.6997, loss: 2.6997 2020-07-02 08:12:12,382 - mmaction - INFO - Epoch [118][260/940] lr: 2.269e-01, eta: 16:17:56, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 3.0502, loss: 3.0502 2020-07-02 08:12:21,266 - mmaction - INFO - Epoch [118][280/940] lr: 2.269e-01, eta: 16:17:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 3.0150, loss: 3.0150 2020-07-02 08:12:30,124 - mmaction - INFO - Epoch [118][300/940] lr: 2.269e-01, eta: 16:17:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8311, loss: 2.8311 2020-07-02 08:12:39,019 - mmaction - INFO - Epoch [118][320/940] lr: 2.269e-01, eta: 16:17:29, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2160, loss: 3.2160 2020-07-02 08:12:47,922 - mmaction - INFO - Epoch [118][340/940] lr: 2.269e-01, eta: 16:17:20, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1001, loss: 3.1001 2020-07-02 08:12:56,872 - mmaction - INFO - Epoch [118][360/940] lr: 2.269e-01, eta: 16:17:11, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0030, loss: 3.0030 2020-07-02 08:13:05,738 - mmaction - INFO - Epoch [118][380/940] lr: 2.269e-01, eta: 16:17:01, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.6156, loss_cls: 3.1419, loss: 3.1419 2020-07-02 08:13:14,698 - mmaction - INFO - Epoch [118][400/940] lr: 2.269e-01, eta: 16:16:52, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9467, loss: 2.9467 2020-07-02 08:13:23,557 - mmaction - INFO - Epoch [118][420/940] lr: 2.269e-01, eta: 16:16:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8382, loss: 2.8382 2020-07-02 08:13:32,438 - mmaction - INFO - Epoch [118][440/940] lr: 2.269e-01, eta: 16:16:34, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6728, loss: 2.6728 2020-07-02 08:13:41,285 - mmaction - INFO - Epoch [118][460/940] lr: 2.269e-01, eta: 16:16:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 2.9396, loss: 2.9396 2020-07-02 08:13:50,176 - mmaction - INFO - Epoch [118][480/940] lr: 2.269e-01, eta: 16:16:16, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.9723, loss: 2.9723 2020-07-02 08:13:59,046 - mmaction - INFO - Epoch [118][500/940] lr: 2.269e-01, eta: 16:16:07, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 2.9530, loss: 2.9530 2020-07-02 08:14:07,894 - mmaction - INFO - Epoch [118][520/940] lr: 2.269e-01, eta: 16:15:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2419, loss: 3.2419 2020-07-02 08:14:16,796 - mmaction - INFO - Epoch [118][540/940] lr: 2.269e-01, eta: 16:15:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1472, loss: 3.1472 2020-07-02 08:14:25,707 - mmaction - INFO - Epoch [118][560/940] lr: 2.269e-01, eta: 16:15:39, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6375, loss_cls: 2.9702, loss: 2.9702 2020-07-02 08:14:34,589 - mmaction - INFO - Epoch [118][580/940] lr: 2.269e-01, eta: 16:15:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.8120, loss: 2.8120 2020-07-02 08:14:43,396 - mmaction - INFO - Epoch [118][600/940] lr: 2.269e-01, eta: 16:15:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6500, loss_cls: 2.8418, loss: 2.8418 2020-07-02 08:14:52,309 - mmaction - INFO - Epoch [118][620/940] lr: 2.269e-01, eta: 16:15:12, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9344, loss: 2.9344 2020-07-02 08:15:01,151 - mmaction - INFO - Epoch [118][640/940] lr: 2.269e-01, eta: 16:15:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0614, loss: 3.0614 2020-07-02 08:15:09,959 - mmaction - INFO - Epoch [118][660/940] lr: 2.269e-01, eta: 16:14:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0411, loss: 3.0411 2020-07-02 08:15:18,844 - mmaction - INFO - Epoch [118][680/940] lr: 2.269e-01, eta: 16:14:44, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0742, loss: 3.0742 2020-07-02 08:15:27,680 - mmaction - INFO - Epoch [118][700/940] lr: 2.269e-01, eta: 16:14:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1006, loss: 3.1006 2020-07-02 08:15:36,558 - mmaction - INFO - Epoch [118][720/940] lr: 2.269e-01, eta: 16:14:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8492, loss: 2.8492 2020-07-02 08:15:45,379 - mmaction - INFO - Epoch [118][740/940] lr: 2.269e-01, eta: 16:14:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2938, top5_acc: 0.6062, loss_cls: 3.0797, loss: 3.0797 2020-07-02 08:15:54,278 - mmaction - INFO - Epoch [118][760/940] lr: 2.269e-01, eta: 16:14:08, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 3.0457, loss: 3.0457 2020-07-02 08:16:03,167 - mmaction - INFO - Epoch [118][780/940] lr: 2.269e-01, eta: 16:13:58, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0626, loss: 3.0626 2020-07-02 08:16:12,073 - mmaction - INFO - Epoch [118][800/940] lr: 2.269e-01, eta: 16:13:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1239, loss: 3.1239 2020-07-02 08:16:20,908 - mmaction - INFO - Epoch [118][820/940] lr: 2.269e-01, eta: 16:13:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1437, loss: 3.1437 2020-07-02 08:16:29,774 - mmaction - INFO - Epoch [118][840/940] lr: 2.269e-01, eta: 16:13:31, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 3.0298, loss: 3.0298 2020-07-02 08:16:38,600 - mmaction - INFO - Epoch [118][860/940] lr: 2.269e-01, eta: 16:13:22, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0533, loss: 3.0533 2020-07-02 08:16:47,483 - mmaction - INFO - Epoch [118][880/940] lr: 2.269e-01, eta: 16:13:13, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9853, loss: 2.9853 2020-07-02 08:16:56,352 - mmaction - INFO - Epoch [118][900/940] lr: 2.269e-01, eta: 16:13:03, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8281, loss: 2.8281 2020-07-02 08:17:05,197 - mmaction - INFO - Epoch [118][920/940] lr: 2.269e-01, eta: 16:12:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1428, loss: 3.1428 2020-07-02 08:17:13,647 - mmaction - INFO - Epoch [118][940/940] lr: 2.269e-01, eta: 16:12:45, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.3117, top5_acc: 0.5779, loss_cls: 3.0629, loss: 3.0629 2020-07-02 08:17:27,988 - mmaction - INFO - Epoch [119][20/940] lr: 2.245e-01, eta: 16:12:42, time: 0.702, data_time: 0.257, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9556, loss: 2.9556 2020-07-02 08:17:36,919 - mmaction - INFO - Epoch [119][40/940] lr: 2.245e-01, eta: 16:12:32, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9930, loss: 2.9930 2020-07-02 08:17:45,785 - mmaction - INFO - Epoch [119][60/940] lr: 2.245e-01, eta: 16:12:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.8919, loss: 2.8919 2020-07-02 08:17:54,656 - mmaction - INFO - Epoch [119][80/940] lr: 2.245e-01, eta: 16:12:14, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9132, loss: 2.9132 2020-07-02 08:18:03,512 - mmaction - INFO - Epoch [119][100/940] lr: 2.245e-01, eta: 16:12:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8948, loss: 2.8948 2020-07-02 08:18:12,401 - mmaction - INFO - Epoch [119][120/940] lr: 2.245e-01, eta: 16:11:56, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6500, loss_cls: 2.8165, loss: 2.8165 2020-07-02 08:18:21,282 - mmaction - INFO - Epoch [119][140/940] lr: 2.245e-01, eta: 16:11:47, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9979, loss: 2.9979 2020-07-02 08:18:30,265 - mmaction - INFO - Epoch [119][160/940] lr: 2.245e-01, eta: 16:11:38, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6281, loss_cls: 2.8727, loss: 2.8727 2020-07-02 08:18:39,076 - mmaction - INFO - Epoch [119][180/940] lr: 2.245e-01, eta: 16:11:29, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.8525, loss: 2.8525 2020-07-02 08:18:47,979 - mmaction - INFO - Epoch [119][200/940] lr: 2.245e-01, eta: 16:11:19, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.8925, loss: 2.8925 2020-07-02 08:18:56,845 - mmaction - INFO - Epoch [119][220/940] lr: 2.245e-01, eta: 16:11:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0487, loss: 3.0487 2020-07-02 08:19:05,717 - mmaction - INFO - Epoch [119][240/940] lr: 2.245e-01, eta: 16:11:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.8828, loss: 2.8828 2020-07-02 08:19:14,611 - mmaction - INFO - Epoch [119][260/940] lr: 2.245e-01, eta: 16:10:52, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.7376, loss: 2.7376 2020-07-02 08:19:23,505 - mmaction - INFO - Epoch [119][280/940] lr: 2.245e-01, eta: 16:10:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6000, loss_cls: 2.8040, loss: 2.8040 2020-07-02 08:19:32,362 - mmaction - INFO - Epoch [119][300/940] lr: 2.245e-01, eta: 16:10:34, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0195, loss: 3.0195 2020-07-02 08:19:41,182 - mmaction - INFO - Epoch [119][320/940] lr: 2.245e-01, eta: 16:10:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0236, loss: 3.0236 2020-07-02 08:19:50,091 - mmaction - INFO - Epoch [119][340/940] lr: 2.245e-01, eta: 16:10:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0106, loss: 3.0106 2020-07-02 08:19:58,977 - mmaction - INFO - Epoch [119][360/940] lr: 2.245e-01, eta: 16:10:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9310, loss: 2.9310 2020-07-02 08:20:07,930 - mmaction - INFO - Epoch [119][380/940] lr: 2.245e-01, eta: 16:09:57, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.8459, loss: 2.8459 2020-07-02 08:20:16,838 - mmaction - INFO - Epoch [119][400/940] lr: 2.245e-01, eta: 16:09:48, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9560, loss: 2.9560 2020-07-02 08:20:25,687 - mmaction - INFO - Epoch [119][420/940] lr: 2.245e-01, eta: 16:09:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.9231, loss: 2.9231 2020-07-02 08:20:34,525 - mmaction - INFO - Epoch [119][440/940] lr: 2.245e-01, eta: 16:09:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0321, loss: 3.0321 2020-07-02 08:20:43,427 - mmaction - INFO - Epoch [119][460/940] lr: 2.245e-01, eta: 16:09:21, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8202, loss: 2.8202 2020-07-02 08:20:52,282 - mmaction - INFO - Epoch [119][480/940] lr: 2.245e-01, eta: 16:09:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.9723, loss: 2.9723 2020-07-02 08:21:01,119 - mmaction - INFO - Epoch [119][500/940] lr: 2.245e-01, eta: 16:09:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5719, loss_cls: 2.9571, loss: 2.9571 2020-07-02 08:21:10,016 - mmaction - INFO - Epoch [119][520/940] lr: 2.245e-01, eta: 16:08:53, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.0760, loss: 3.0760 2020-07-02 08:21:18,867 - mmaction - INFO - Epoch [119][540/940] lr: 2.245e-01, eta: 16:08:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8982, loss: 2.8982 2020-07-02 08:21:27,836 - mmaction - INFO - Epoch [119][560/940] lr: 2.245e-01, eta: 16:08:35, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1451, loss: 3.1451 2020-07-02 08:21:36,680 - mmaction - INFO - Epoch [119][580/940] lr: 2.245e-01, eta: 16:08:26, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.0948, loss: 3.0948 2020-07-02 08:21:45,658 - mmaction - INFO - Epoch [119][600/940] lr: 2.245e-01, eta: 16:08:17, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8426, loss: 2.8426 2020-07-02 08:21:54,860 - mmaction - INFO - Epoch [119][620/940] lr: 2.245e-01, eta: 16:08:08, time: 0.459, data_time: 0.000, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5344, loss_cls: 3.1520, loss: 3.1520 2020-07-02 08:22:03,721 - mmaction - INFO - Epoch [119][640/940] lr: 2.245e-01, eta: 16:07:59, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5437, loss_cls: 3.0279, loss: 3.0279 2020-07-02 08:22:12,626 - mmaction - INFO - Epoch [119][660/940] lr: 2.245e-01, eta: 16:07:50, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1588, loss: 3.1588 2020-07-02 08:22:21,484 - mmaction - INFO - Epoch [119][680/940] lr: 2.245e-01, eta: 16:07:41, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8327, loss: 2.8327 2020-07-02 08:22:30,306 - mmaction - INFO - Epoch [119][700/940] lr: 2.245e-01, eta: 16:07:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8024, loss: 2.8024 2020-07-02 08:22:39,139 - mmaction - INFO - Epoch [119][720/940] lr: 2.245e-01, eta: 16:07:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0288, loss: 3.0288 2020-07-02 08:22:47,947 - mmaction - INFO - Epoch [119][740/940] lr: 2.245e-01, eta: 16:07:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9602, loss: 2.9602 2020-07-02 08:22:56,817 - mmaction - INFO - Epoch [119][760/940] lr: 2.245e-01, eta: 16:07:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9299, loss: 2.9299 2020-07-02 08:23:05,651 - mmaction - INFO - Epoch [119][780/940] lr: 2.245e-01, eta: 16:06:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8781, loss: 2.8781 2020-07-02 08:23:14,485 - mmaction - INFO - Epoch [119][800/940] lr: 2.245e-01, eta: 16:06:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0593, loss: 3.0593 2020-07-02 08:23:23,303 - mmaction - INFO - Epoch [119][820/940] lr: 2.245e-01, eta: 16:06:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8570, loss: 2.8570 2020-07-02 08:23:32,176 - mmaction - INFO - Epoch [119][840/940] lr: 2.245e-01, eta: 16:06:27, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5906, loss_cls: 2.8977, loss: 2.8977 2020-07-02 08:23:41,023 - mmaction - INFO - Epoch [119][860/940] lr: 2.245e-01, eta: 16:06:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.6312, loss_cls: 3.1012, loss: 3.1012 2020-07-02 08:23:49,857 - mmaction - INFO - Epoch [119][880/940] lr: 2.245e-01, eta: 16:06:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 2.9225, loss: 2.9225 2020-07-02 08:23:58,780 - mmaction - INFO - Epoch [119][900/940] lr: 2.245e-01, eta: 16:06:00, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9448, loss: 2.9448 2020-07-02 08:24:07,581 - mmaction - INFO - Epoch [119][920/940] lr: 2.245e-01, eta: 16:05:50, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.1770, loss: 3.1770 2020-07-02 08:24:16,086 - mmaction - INFO - Epoch [119][940/940] lr: 2.245e-01, eta: 16:05:41, time: 0.425, data_time: 0.003, memory: 6328, top1_acc: 0.3409, top5_acc: 0.5779, loss_cls: 3.1977, loss: 3.1977 2020-07-02 08:24:30,878 - mmaction - INFO - Epoch [120][20/940] lr: 2.220e-01, eta: 16:05:38, time: 0.721, data_time: 0.281, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 2.9592, loss: 2.9592 2020-07-02 08:24:39,755 - mmaction - INFO - Epoch [120][40/940] lr: 2.220e-01, eta: 16:05:29, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0233, loss: 3.0233 2020-07-02 08:24:48,630 - mmaction - INFO - Epoch [120][60/940] lr: 2.220e-01, eta: 16:05:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6156, loss_cls: 2.7694, loss: 2.7694 2020-07-02 08:24:57,499 - mmaction - INFO - Epoch [120][80/940] lr: 2.220e-01, eta: 16:05:11, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.8735, loss: 2.8735 2020-07-02 08:25:06,381 - mmaction - INFO - Epoch [120][100/940] lr: 2.220e-01, eta: 16:05:02, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7506, loss: 2.7506 2020-07-02 08:25:15,239 - mmaction - INFO - Epoch [120][120/940] lr: 2.220e-01, eta: 16:04:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.9080, loss: 2.9080 2020-07-02 08:25:24,088 - mmaction - INFO - Epoch [120][140/940] lr: 2.220e-01, eta: 16:04:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9776, loss: 2.9776 2020-07-02 08:25:33,002 - mmaction - INFO - Epoch [120][160/940] lr: 2.220e-01, eta: 16:04:34, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.2013, loss: 3.2013 2020-07-02 08:25:41,865 - mmaction - INFO - Epoch [120][180/940] lr: 2.220e-01, eta: 16:04:25, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.8242, loss: 2.8242 2020-07-02 08:25:50,721 - mmaction - INFO - Epoch [120][200/940] lr: 2.220e-01, eta: 16:04:16, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.8432, loss: 2.8432 2020-07-02 08:25:59,575 - mmaction - INFO - Epoch [120][220/940] lr: 2.220e-01, eta: 16:04:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.7962, loss: 2.7962 2020-07-02 08:26:08,468 - mmaction - INFO - Epoch [120][240/940] lr: 2.220e-01, eta: 16:03:57, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9491, loss: 2.9491 2020-07-02 08:26:17,331 - mmaction - INFO - Epoch [120][260/940] lr: 2.220e-01, eta: 16:03:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 3.0181, loss: 3.0181 2020-07-02 08:26:26,195 - mmaction - INFO - Epoch [120][280/940] lr: 2.220e-01, eta: 16:03:39, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9287, loss: 2.9287 2020-07-02 08:26:35,042 - mmaction - INFO - Epoch [120][300/940] lr: 2.220e-01, eta: 16:03:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1239, loss: 3.1239 2020-07-02 08:26:43,888 - mmaction - INFO - Epoch [120][320/940] lr: 2.220e-01, eta: 16:03:21, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7898, loss: 2.7898 2020-07-02 08:26:52,823 - mmaction - INFO - Epoch [120][340/940] lr: 2.220e-01, eta: 16:03:12, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8776, loss: 2.8776 2020-07-02 08:27:01,854 - mmaction - INFO - Epoch [120][360/940] lr: 2.220e-01, eta: 16:03:03, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0798, loss: 3.0798 2020-07-02 08:27:10,692 - mmaction - INFO - Epoch [120][380/940] lr: 2.220e-01, eta: 16:02:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.9149, loss: 2.9149 2020-07-02 08:27:19,551 - mmaction - INFO - Epoch [120][400/940] lr: 2.220e-01, eta: 16:02:44, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9122, loss: 2.9122 2020-07-02 08:27:28,417 - mmaction - INFO - Epoch [120][420/940] lr: 2.220e-01, eta: 16:02:35, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.7854, loss: 2.7854 2020-07-02 08:27:37,228 - mmaction - INFO - Epoch [120][440/940] lr: 2.220e-01, eta: 16:02:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8446, loss: 2.8446 2020-07-02 08:27:46,177 - mmaction - INFO - Epoch [120][460/940] lr: 2.220e-01, eta: 16:02:17, time: 0.448, data_time: 0.004, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 2.9917, loss: 2.9917 2020-07-02 08:27:55,118 - mmaction - INFO - Epoch [120][480/940] lr: 2.220e-01, eta: 16:02:08, time: 0.447, data_time: 0.005, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.3436, loss: 3.3436 2020-07-02 08:28:04,026 - mmaction - INFO - Epoch [120][500/940] lr: 2.220e-01, eta: 16:01:59, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0009, loss: 3.0009 2020-07-02 08:28:12,877 - mmaction - INFO - Epoch [120][520/940] lr: 2.220e-01, eta: 16:01:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 2.9677, loss: 2.9677 2020-07-02 08:28:21,768 - mmaction - INFO - Epoch [120][540/940] lr: 2.220e-01, eta: 16:01:41, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8601, loss: 2.8601 2020-07-02 08:28:30,674 - mmaction - INFO - Epoch [120][560/940] lr: 2.220e-01, eta: 16:01:31, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1174, loss: 3.1174 2020-07-02 08:28:39,491 - mmaction - INFO - Epoch [120][580/940] lr: 2.220e-01, eta: 16:01:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0815, loss: 3.0815 2020-07-02 08:28:48,368 - mmaction - INFO - Epoch [120][600/940] lr: 2.220e-01, eta: 16:01:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8767, loss: 2.8767 2020-07-02 08:28:57,244 - mmaction - INFO - Epoch [120][620/940] lr: 2.220e-01, eta: 16:01:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9588, loss: 2.9588 2020-07-02 08:29:06,099 - mmaction - INFO - Epoch [120][640/940] lr: 2.220e-01, eta: 16:00:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.9524, loss: 2.9524 2020-07-02 08:29:14,957 - mmaction - INFO - Epoch [120][660/940] lr: 2.220e-01, eta: 16:00:46, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0041, loss: 3.0041 2020-07-02 08:29:23,849 - mmaction - INFO - Epoch [120][680/940] lr: 2.220e-01, eta: 16:00:36, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6000, loss_cls: 2.7883, loss: 2.7883 2020-07-02 08:29:32,698 - mmaction - INFO - Epoch [120][700/940] lr: 2.220e-01, eta: 16:00:27, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.3067, loss: 3.3067 2020-07-02 08:29:41,609 - mmaction - INFO - Epoch [120][720/940] lr: 2.220e-01, eta: 16:00:18, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8157, loss: 2.8157 2020-07-02 08:29:50,406 - mmaction - INFO - Epoch [120][740/940] lr: 2.220e-01, eta: 16:00:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1036, loss: 3.1036 2020-07-02 08:29:59,309 - mmaction - INFO - Epoch [120][760/940] lr: 2.220e-01, eta: 16:00:00, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9602, loss: 2.9602 2020-07-02 08:30:08,337 - mmaction - INFO - Epoch [120][780/940] lr: 2.220e-01, eta: 15:59:51, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6000, loss_cls: 2.8632, loss: 2.8632 2020-07-02 08:30:17,176 - mmaction - INFO - Epoch [120][800/940] lr: 2.220e-01, eta: 15:59:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.8072, loss: 2.8072 2020-07-02 08:30:25,977 - mmaction - INFO - Epoch [120][820/940] lr: 2.220e-01, eta: 15:59:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.7657, loss: 2.7657 2020-07-02 08:30:34,855 - mmaction - INFO - Epoch [120][840/940] lr: 2.220e-01, eta: 15:59:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6469, loss_cls: 2.8684, loss: 2.8684 2020-07-02 08:30:43,738 - mmaction - INFO - Epoch [120][860/940] lr: 2.220e-01, eta: 15:59:14, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 2.9454, loss: 2.9454 2020-07-02 08:30:52,594 - mmaction - INFO - Epoch [120][880/940] lr: 2.220e-01, eta: 15:59:05, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9808, loss: 2.9808 2020-07-02 08:31:01,483 - mmaction - INFO - Epoch [120][900/940] lr: 2.220e-01, eta: 15:58:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1428, loss: 3.1428 2020-07-02 08:31:10,329 - mmaction - INFO - Epoch [120][920/940] lr: 2.220e-01, eta: 15:58:47, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0314, loss: 3.0314 2020-07-02 08:31:18,758 - mmaction - INFO - Epoch [120][940/940] lr: 2.220e-01, eta: 15:58:37, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3734, top5_acc: 0.6364, loss_cls: 2.9158, loss: 2.9158 2020-07-02 08:31:19,062 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-02 08:31:36,444 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 08:31:37,317 - mmaction - INFO - top1_acc 0.3613 top5_acc 0.6325 2020-07-02 08:31:37,317 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 08:31:37,383 - mmaction - INFO - mean_acc 0.3611 2020-07-02 08:31:37,393 - mmaction - INFO - Epoch [120][940/940] lr: 2.220e-01, top1_acc: 0.3613, top5_acc: 0.6325, mean_class_accuracy: 0.3611 2020-07-02 08:31:50,129 - mmaction - INFO - Epoch [121][20/940] lr: 2.196e-01, eta: 15:58:32, time: 0.636, data_time: 0.191, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6188, loss_cls: 2.9713, loss: 2.9713 2020-07-02 08:31:59,021 - mmaction - INFO - Epoch [121][40/940] lr: 2.196e-01, eta: 15:58:23, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.7312, loss: 2.7312 2020-07-02 08:32:07,880 - mmaction - INFO - Epoch [121][60/940] lr: 2.196e-01, eta: 15:58:14, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0275, loss: 3.0275 2020-07-02 08:32:16,753 - mmaction - INFO - Epoch [121][80/940] lr: 2.196e-01, eta: 15:58:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7684, loss: 2.7684 2020-07-02 08:32:25,695 - mmaction - INFO - Epoch [121][100/940] lr: 2.196e-01, eta: 15:57:56, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.8083, loss: 2.8083 2020-07-02 08:32:34,585 - mmaction - INFO - Epoch [121][120/940] lr: 2.196e-01, eta: 15:57:47, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.8169, loss: 2.8169 2020-07-02 08:32:43,421 - mmaction - INFO - Epoch [121][140/940] lr: 2.196e-01, eta: 15:57:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0569, loss: 3.0569 2020-07-02 08:32:52,315 - mmaction - INFO - Epoch [121][160/940] lr: 2.196e-01, eta: 15:57:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 2.9335, loss: 2.9335 2020-07-02 08:33:01,171 - mmaction - INFO - Epoch [121][180/940] lr: 2.196e-01, eta: 15:57:19, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 2.9666, loss: 2.9666 2020-07-02 08:33:10,073 - mmaction - INFO - Epoch [121][200/940] lr: 2.196e-01, eta: 15:57:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9616, loss: 2.9616 2020-07-02 08:33:18,951 - mmaction - INFO - Epoch [121][220/940] lr: 2.196e-01, eta: 15:57:01, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 2.9599, loss: 2.9599 2020-07-02 08:33:27,854 - mmaction - INFO - Epoch [121][240/940] lr: 2.196e-01, eta: 15:56:52, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6188, loss_cls: 2.7260, loss: 2.7260 2020-07-02 08:33:36,709 - mmaction - INFO - Epoch [121][260/940] lr: 2.196e-01, eta: 15:56:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 2.8202, loss: 2.8202 2020-07-02 08:33:45,580 - mmaction - INFO - Epoch [121][280/940] lr: 2.196e-01, eta: 15:56:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.1142, loss: 3.1142 2020-07-02 08:33:54,412 - mmaction - INFO - Epoch [121][300/940] lr: 2.196e-01, eta: 15:56:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8123, loss: 2.8123 2020-07-02 08:34:03,276 - mmaction - INFO - Epoch [121][320/940] lr: 2.196e-01, eta: 15:56:15, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 2.9749, loss: 2.9749 2020-07-02 08:34:12,156 - mmaction - INFO - Epoch [121][340/940] lr: 2.196e-01, eta: 15:56:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.8222, loss: 2.8222 2020-07-02 08:34:21,020 - mmaction - INFO - Epoch [121][360/940] lr: 2.196e-01, eta: 15:55:57, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0332, loss: 3.0332 2020-07-02 08:34:29,872 - mmaction - INFO - Epoch [121][380/940] lr: 2.196e-01, eta: 15:55:48, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.0131, loss: 3.0131 2020-07-02 08:34:38,697 - mmaction - INFO - Epoch [121][400/940] lr: 2.196e-01, eta: 15:55:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9299, loss: 2.9299 2020-07-02 08:34:47,551 - mmaction - INFO - Epoch [121][420/940] lr: 2.196e-01, eta: 15:55:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1214, loss: 3.1214 2020-07-02 08:34:56,369 - mmaction - INFO - Epoch [121][440/940] lr: 2.196e-01, eta: 15:55:20, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.1304, loss: 3.1304 2020-07-02 08:35:05,279 - mmaction - INFO - Epoch [121][460/940] lr: 2.196e-01, eta: 15:55:11, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8368, loss: 2.8368 2020-07-02 08:35:14,250 - mmaction - INFO - Epoch [121][480/940] lr: 2.196e-01, eta: 15:55:02, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.8967, loss: 2.8967 2020-07-02 08:35:23,075 - mmaction - INFO - Epoch [121][500/940] lr: 2.196e-01, eta: 15:54:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0106, loss: 3.0106 2020-07-02 08:35:31,958 - mmaction - INFO - Epoch [121][520/940] lr: 2.196e-01, eta: 15:54:44, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9701, loss: 2.9701 2020-07-02 08:35:40,778 - mmaction - INFO - Epoch [121][540/940] lr: 2.196e-01, eta: 15:54:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1054, loss: 3.1054 2020-07-02 08:35:49,651 - mmaction - INFO - Epoch [121][560/940] lr: 2.196e-01, eta: 15:54:26, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5875, loss_cls: 2.9731, loss: 2.9731 2020-07-02 08:35:58,507 - mmaction - INFO - Epoch [121][580/940] lr: 2.196e-01, eta: 15:54:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 2.9468, loss: 2.9468 2020-07-02 08:36:07,356 - mmaction - INFO - Epoch [121][600/940] lr: 2.196e-01, eta: 15:54:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9142, loss: 2.9142 2020-07-02 08:36:16,320 - mmaction - INFO - Epoch [121][620/940] lr: 2.196e-01, eta: 15:53:58, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1047, loss: 3.1047 2020-07-02 08:36:25,220 - mmaction - INFO - Epoch [121][640/940] lr: 2.196e-01, eta: 15:53:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9122, loss: 2.9122 2020-07-02 08:36:34,123 - mmaction - INFO - Epoch [121][660/940] lr: 2.196e-01, eta: 15:53:40, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9114, loss: 2.9114 2020-07-02 08:36:43,434 - mmaction - INFO - Epoch [121][680/940] lr: 2.196e-01, eta: 15:53:31, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7557, loss: 2.7557 2020-07-02 08:36:52,211 - mmaction - INFO - Epoch [121][700/940] lr: 2.196e-01, eta: 15:53:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 3.0014, loss: 3.0014 2020-07-02 08:37:01,160 - mmaction - INFO - Epoch [121][720/940] lr: 2.196e-01, eta: 15:53:13, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0473, loss: 3.0473 2020-07-02 08:37:10,083 - mmaction - INFO - Epoch [121][740/940] lr: 2.196e-01, eta: 15:53:04, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.1591, loss: 3.1591 2020-07-02 08:37:19,051 - mmaction - INFO - Epoch [121][760/940] lr: 2.196e-01, eta: 15:52:55, time: 0.448, data_time: 0.009, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7484, loss: 2.7484 2020-07-02 08:37:27,967 - mmaction - INFO - Epoch [121][780/940] lr: 2.196e-01, eta: 15:52:46, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.9062, loss: 2.9062 2020-07-02 08:37:36,823 - mmaction - INFO - Epoch [121][800/940] lr: 2.196e-01, eta: 15:52:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 2.9611, loss: 2.9611 2020-07-02 08:37:45,667 - mmaction - INFO - Epoch [121][820/940] lr: 2.196e-01, eta: 15:52:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.8929, loss: 2.8929 2020-07-02 08:37:54,512 - mmaction - INFO - Epoch [121][840/940] lr: 2.196e-01, eta: 15:52:18, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.8078, loss: 2.8078 2020-07-02 08:38:03,333 - mmaction - INFO - Epoch [121][860/940] lr: 2.196e-01, eta: 15:52:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.8988, loss: 2.8988 2020-07-02 08:38:12,206 - mmaction - INFO - Epoch [121][880/940] lr: 2.196e-01, eta: 15:52:00, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8211, loss: 2.8211 2020-07-02 08:38:21,126 - mmaction - INFO - Epoch [121][900/940] lr: 2.196e-01, eta: 15:51:51, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1742, loss: 3.1742 2020-07-02 08:38:29,918 - mmaction - INFO - Epoch [121][920/940] lr: 2.196e-01, eta: 15:51:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1204, loss: 3.1204 2020-07-02 08:38:38,414 - mmaction - INFO - Epoch [121][940/940] lr: 2.196e-01, eta: 15:51:32, time: 0.424, data_time: 0.000, memory: 6328, top1_acc: 0.3214, top5_acc: 0.6169, loss_cls: 2.9702, loss: 2.9702 2020-07-02 08:38:53,533 - mmaction - INFO - Epoch [122][20/940] lr: 2.172e-01, eta: 15:51:29, time: 0.736, data_time: 0.253, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1581, loss: 3.1581 2020-07-02 08:39:02,475 - mmaction - INFO - Epoch [122][40/940] lr: 2.172e-01, eta: 15:51:20, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7663, loss: 2.7663 2020-07-02 08:39:11,317 - mmaction - INFO - Epoch [122][60/940] lr: 2.172e-01, eta: 15:51:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0524, loss: 3.0524 2020-07-02 08:39:20,220 - mmaction - INFO - Epoch [122][80/940] lr: 2.172e-01, eta: 15:51:02, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8504, loss: 2.8504 2020-07-02 08:39:29,513 - mmaction - INFO - Epoch [122][100/940] lr: 2.172e-01, eta: 15:50:53, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7885, loss: 2.7885 2020-07-02 08:39:38,342 - mmaction - INFO - Epoch [122][120/940] lr: 2.172e-01, eta: 15:50:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0437, loss: 3.0437 2020-07-02 08:39:47,308 - mmaction - INFO - Epoch [122][140/940] lr: 2.172e-01, eta: 15:50:35, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9517, loss: 2.9517 2020-07-02 08:39:56,120 - mmaction - INFO - Epoch [122][160/940] lr: 2.172e-01, eta: 15:50:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9705, loss: 2.9705 2020-07-02 08:40:05,021 - mmaction - INFO - Epoch [122][180/940] lr: 2.172e-01, eta: 15:50:17, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.1607, loss: 3.1607 2020-07-02 08:40:14,276 - mmaction - INFO - Epoch [122][200/940] lr: 2.172e-01, eta: 15:50:08, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 2.9216, loss: 2.9216 2020-07-02 08:40:23,176 - mmaction - INFO - Epoch [122][220/940] lr: 2.172e-01, eta: 15:49:59, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.1305, loss: 3.1305 2020-07-02 08:40:32,042 - mmaction - INFO - Epoch [122][240/940] lr: 2.172e-01, eta: 15:49:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0804, loss: 3.0804 2020-07-02 08:40:40,967 - mmaction - INFO - Epoch [122][260/940] lr: 2.172e-01, eta: 15:49:41, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0399, loss: 3.0399 2020-07-02 08:40:49,853 - mmaction - INFO - Epoch [122][280/940] lr: 2.172e-01, eta: 15:49:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 3.0713, loss: 3.0713 2020-07-02 08:40:58,798 - mmaction - INFO - Epoch [122][300/940] lr: 2.172e-01, eta: 15:49:23, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9745, loss: 2.9745 2020-07-02 08:41:07,677 - mmaction - INFO - Epoch [122][320/940] lr: 2.172e-01, eta: 15:49:14, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.0892, loss: 3.0892 2020-07-02 08:41:16,547 - mmaction - INFO - Epoch [122][340/940] lr: 2.172e-01, eta: 15:49:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.9407, loss: 2.9407 2020-07-02 08:41:25,385 - mmaction - INFO - Epoch [122][360/940] lr: 2.172e-01, eta: 15:48:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6219, loss_cls: 2.9152, loss: 2.9152 2020-07-02 08:41:34,707 - mmaction - INFO - Epoch [122][380/940] lr: 2.172e-01, eta: 15:48:47, time: 0.466, data_time: 0.003, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.0196, loss: 3.0196 2020-07-02 08:41:43,558 - mmaction - INFO - Epoch [122][400/940] lr: 2.172e-01, eta: 15:48:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6500, loss_cls: 2.7751, loss: 2.7751 2020-07-02 08:41:52,419 - mmaction - INFO - Epoch [122][420/940] lr: 2.172e-01, eta: 15:48:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0851, loss: 3.0851 2020-07-02 08:42:01,430 - mmaction - INFO - Epoch [122][440/940] lr: 2.172e-01, eta: 15:48:19, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0138, loss: 3.0138 2020-07-02 08:42:10,471 - mmaction - INFO - Epoch [122][460/940] lr: 2.172e-01, eta: 15:48:10, time: 0.452, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9549, loss: 2.9549 2020-07-02 08:42:19,322 - mmaction - INFO - Epoch [122][480/940] lr: 2.172e-01, eta: 15:48:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8644, loss: 2.8644 2020-07-02 08:42:28,221 - mmaction - INFO - Epoch [122][500/940] lr: 2.172e-01, eta: 15:47:52, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0899, loss: 3.0899 2020-07-02 08:42:37,094 - mmaction - INFO - Epoch [122][520/940] lr: 2.172e-01, eta: 15:47:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 2.9868, loss: 2.9868 2020-07-02 08:42:45,973 - mmaction - INFO - Epoch [122][540/940] lr: 2.172e-01, eta: 15:47:34, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.0544, loss: 3.0544 2020-07-02 08:42:54,771 - mmaction - INFO - Epoch [122][560/940] lr: 2.172e-01, eta: 15:47:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.7437, loss: 2.7437 2020-07-02 08:43:03,670 - mmaction - INFO - Epoch [122][580/940] lr: 2.172e-01, eta: 15:47:15, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6125, loss_cls: 2.9658, loss: 2.9658 2020-07-02 08:43:12,577 - mmaction - INFO - Epoch [122][600/940] lr: 2.172e-01, eta: 15:47:06, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7555, loss: 2.7555 2020-07-02 08:43:21,394 - mmaction - INFO - Epoch [122][620/940] lr: 2.172e-01, eta: 15:46:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.7905, loss: 2.7905 2020-07-02 08:43:30,249 - mmaction - INFO - Epoch [122][640/940] lr: 2.172e-01, eta: 15:46:48, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9829, loss: 2.9829 2020-07-02 08:43:39,092 - mmaction - INFO - Epoch [122][660/940] lr: 2.172e-01, eta: 15:46:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5719, loss_cls: 2.9557, loss: 2.9557 2020-07-02 08:43:47,980 - mmaction - INFO - Epoch [122][680/940] lr: 2.172e-01, eta: 15:46:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 2.9526, loss: 2.9526 2020-07-02 08:43:56,835 - mmaction - INFO - Epoch [122][700/940] lr: 2.172e-01, eta: 15:46:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9203, loss: 2.9203 2020-07-02 08:44:05,714 - mmaction - INFO - Epoch [122][720/940] lr: 2.172e-01, eta: 15:46:11, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9816, loss: 2.9816 2020-07-02 08:44:14,534 - mmaction - INFO - Epoch [122][740/940] lr: 2.172e-01, eta: 15:46:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1583, loss: 3.1583 2020-07-02 08:44:23,384 - mmaction - INFO - Epoch [122][760/940] lr: 2.172e-01, eta: 15:45:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.1208, loss: 3.1208 2020-07-02 08:44:32,260 - mmaction - INFO - Epoch [122][780/940] lr: 2.172e-01, eta: 15:45:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.1024, loss: 3.1024 2020-07-02 08:44:41,145 - mmaction - INFO - Epoch [122][800/940] lr: 2.172e-01, eta: 15:45:35, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6312, loss_cls: 2.9223, loss: 2.9223 2020-07-02 08:44:50,140 - mmaction - INFO - Epoch [122][820/940] lr: 2.172e-01, eta: 15:45:26, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.8289, loss: 2.8289 2020-07-02 08:44:58,963 - mmaction - INFO - Epoch [122][840/940] lr: 2.172e-01, eta: 15:45:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8051, loss: 2.8051 2020-07-02 08:45:07,835 - mmaction - INFO - Epoch [122][860/940] lr: 2.172e-01, eta: 15:45:07, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7260, loss: 2.7260 2020-07-02 08:45:16,681 - mmaction - INFO - Epoch [122][880/940] lr: 2.172e-01, eta: 15:44:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5625, loss_cls: 2.9844, loss: 2.9844 2020-07-02 08:45:25,525 - mmaction - INFO - Epoch [122][900/940] lr: 2.172e-01, eta: 15:44:49, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0196, loss: 3.0196 2020-07-02 08:45:34,347 - mmaction - INFO - Epoch [122][920/940] lr: 2.172e-01, eta: 15:44:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0606, loss: 3.0606 2020-07-02 08:45:42,815 - mmaction - INFO - Epoch [122][940/940] lr: 2.172e-01, eta: 15:44:30, time: 0.423, data_time: 0.003, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5617, loss_cls: 3.1219, loss: 3.1219 2020-07-02 08:45:57,408 - mmaction - INFO - Epoch [123][20/940] lr: 2.147e-01, eta: 15:44:27, time: 0.715, data_time: 0.262, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.8183, loss: 2.8183 2020-07-02 08:46:06,360 - mmaction - INFO - Epoch [123][40/940] lr: 2.147e-01, eta: 15:44:18, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.9214, loss: 2.9214 2020-07-02 08:46:15,209 - mmaction - INFO - Epoch [123][60/940] lr: 2.147e-01, eta: 15:44:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8806, loss: 2.8806 2020-07-02 08:46:24,111 - mmaction - INFO - Epoch [123][80/940] lr: 2.147e-01, eta: 15:44:00, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.9227, loss: 2.9227 2020-07-02 08:46:32,967 - mmaction - INFO - Epoch [123][100/940] lr: 2.147e-01, eta: 15:43:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9304, loss: 2.9304 2020-07-02 08:46:41,881 - mmaction - INFO - Epoch [123][120/940] lr: 2.147e-01, eta: 15:43:42, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0071, loss: 3.0071 2020-07-02 08:46:50,777 - mmaction - INFO - Epoch [123][140/940] lr: 2.147e-01, eta: 15:43:32, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.6820, loss: 2.6820 2020-07-02 08:46:59,625 - mmaction - INFO - Epoch [123][160/940] lr: 2.147e-01, eta: 15:43:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0781, loss: 3.0781 2020-07-02 08:47:08,631 - mmaction - INFO - Epoch [123][180/940] lr: 2.147e-01, eta: 15:43:14, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.8708, loss: 2.8708 2020-07-02 08:47:17,509 - mmaction - INFO - Epoch [123][200/940] lr: 2.147e-01, eta: 15:43:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1093, loss: 3.1093 2020-07-02 08:47:26,423 - mmaction - INFO - Epoch [123][220/940] lr: 2.147e-01, eta: 15:42:56, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1262, loss: 3.1262 2020-07-02 08:47:35,339 - mmaction - INFO - Epoch [123][240/940] lr: 2.147e-01, eta: 15:42:47, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.7010, loss: 2.7010 2020-07-02 08:47:44,170 - mmaction - INFO - Epoch [123][260/940] lr: 2.147e-01, eta: 15:42:38, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7852, loss: 2.7852 2020-07-02 08:47:53,055 - mmaction - INFO - Epoch [123][280/940] lr: 2.147e-01, eta: 15:42:29, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6188, loss_cls: 2.8192, loss: 2.8192 2020-07-02 08:48:01,876 - mmaction - INFO - Epoch [123][300/940] lr: 2.147e-01, eta: 15:42:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.9099, loss: 2.9099 2020-07-02 08:48:10,788 - mmaction - INFO - Epoch [123][320/940] lr: 2.147e-01, eta: 15:42:10, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0643, loss: 3.0643 2020-07-02 08:48:19,674 - mmaction - INFO - Epoch [123][340/940] lr: 2.147e-01, eta: 15:42:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.7928, loss: 2.7928 2020-07-02 08:48:28,538 - mmaction - INFO - Epoch [123][360/940] lr: 2.147e-01, eta: 15:41:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9252, loss: 2.9252 2020-07-02 08:48:37,408 - mmaction - INFO - Epoch [123][380/940] lr: 2.147e-01, eta: 15:41:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5969, loss_cls: 2.8825, loss: 2.8825 2020-07-02 08:48:46,713 - mmaction - INFO - Epoch [123][400/940] lr: 2.147e-01, eta: 15:41:34, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9096, loss: 2.9096 2020-07-02 08:48:55,553 - mmaction - INFO - Epoch [123][420/940] lr: 2.147e-01, eta: 15:41:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6666, loss: 2.6666 2020-07-02 08:49:04,428 - mmaction - INFO - Epoch [123][440/940] lr: 2.147e-01, eta: 15:41:16, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.7303, loss: 2.7303 2020-07-02 08:49:13,312 - mmaction - INFO - Epoch [123][460/940] lr: 2.147e-01, eta: 15:41:07, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7687, loss: 2.7687 2020-07-02 08:49:22,200 - mmaction - INFO - Epoch [123][480/940] lr: 2.147e-01, eta: 15:40:58, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.9468, loss: 2.9468 2020-07-02 08:49:31,192 - mmaction - INFO - Epoch [123][500/940] lr: 2.147e-01, eta: 15:40:49, time: 0.449, data_time: 0.006, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.9252, loss: 2.9252 2020-07-02 08:49:40,077 - mmaction - INFO - Epoch [123][520/940] lr: 2.147e-01, eta: 15:40:40, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.1056, loss: 3.1056 2020-07-02 08:49:49,096 - mmaction - INFO - Epoch [123][540/940] lr: 2.147e-01, eta: 15:40:31, time: 0.450, data_time: 0.010, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.9251, loss: 2.9251 2020-07-02 08:49:57,971 - mmaction - INFO - Epoch [123][560/940] lr: 2.147e-01, eta: 15:40:22, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9411, loss: 2.9411 2020-07-02 08:50:06,810 - mmaction - INFO - Epoch [123][580/940] lr: 2.147e-01, eta: 15:40:12, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0271, loss: 3.0271 2020-07-02 08:50:15,660 - mmaction - INFO - Epoch [123][600/940] lr: 2.147e-01, eta: 15:40:03, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1252, loss: 3.1252 2020-07-02 08:50:24,553 - mmaction - INFO - Epoch [123][620/940] lr: 2.147e-01, eta: 15:39:54, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1159, loss: 3.1159 2020-07-02 08:50:33,458 - mmaction - INFO - Epoch [123][640/940] lr: 2.147e-01, eta: 15:39:45, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7830, loss: 2.7830 2020-07-02 08:50:42,438 - mmaction - INFO - Epoch [123][660/940] lr: 2.147e-01, eta: 15:39:36, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 2.9424, loss: 2.9424 2020-07-02 08:50:51,289 - mmaction - INFO - Epoch [123][680/940] lr: 2.147e-01, eta: 15:39:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8218, loss: 2.8218 2020-07-02 08:51:00,191 - mmaction - INFO - Epoch [123][700/940] lr: 2.147e-01, eta: 15:39:18, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8021, loss: 2.8021 2020-07-02 08:51:08,982 - mmaction - INFO - Epoch [123][720/940] lr: 2.147e-01, eta: 15:39:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.7798, loss: 2.7798 2020-07-02 08:51:17,870 - mmaction - INFO - Epoch [123][740/940] lr: 2.147e-01, eta: 15:38:59, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 2.9982, loss: 2.9982 2020-07-02 08:51:26,881 - mmaction - INFO - Epoch [123][760/940] lr: 2.147e-01, eta: 15:38:50, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 3.0089, loss: 3.0089 2020-07-02 08:51:35,720 - mmaction - INFO - Epoch [123][780/940] lr: 2.147e-01, eta: 15:38:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.2017, loss: 3.2017 2020-07-02 08:51:44,620 - mmaction - INFO - Epoch [123][800/940] lr: 2.147e-01, eta: 15:38:32, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 2.9880, loss: 2.9880 2020-07-02 08:51:53,458 - mmaction - INFO - Epoch [123][820/940] lr: 2.147e-01, eta: 15:38:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6500, loss_cls: 2.8122, loss: 2.8122 2020-07-02 08:52:02,324 - mmaction - INFO - Epoch [123][840/940] lr: 2.147e-01, eta: 15:38:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.1483, loss: 3.1483 2020-07-02 08:52:11,171 - mmaction - INFO - Epoch [123][860/940] lr: 2.147e-01, eta: 15:38:05, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9663, loss: 2.9663 2020-07-02 08:52:20,020 - mmaction - INFO - Epoch [123][880/940] lr: 2.147e-01, eta: 15:37:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.7828, loss: 2.7828 2020-07-02 08:52:28,958 - mmaction - INFO - Epoch [123][900/940] lr: 2.147e-01, eta: 15:37:46, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0549, loss: 3.0549 2020-07-02 08:52:37,822 - mmaction - INFO - Epoch [123][920/940] lr: 2.147e-01, eta: 15:37:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9673, loss: 2.9673 2020-07-02 08:52:46,253 - mmaction - INFO - Epoch [123][940/940] lr: 2.147e-01, eta: 15:37:28, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3506, top5_acc: 0.5942, loss_cls: 3.0009, loss: 3.0009 2020-07-02 08:53:01,762 - mmaction - INFO - Epoch [124][20/940] lr: 2.123e-01, eta: 15:37:25, time: 0.759, data_time: 0.301, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8752, loss: 2.8752 2020-07-02 08:53:10,626 - mmaction - INFO - Epoch [124][40/940] lr: 2.123e-01, eta: 15:37:16, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 2.9531, loss: 2.9531 2020-07-02 08:53:19,540 - mmaction - INFO - Epoch [124][60/940] lr: 2.123e-01, eta: 15:37:07, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.0069, loss: 3.0069 2020-07-02 08:53:28,423 - mmaction - INFO - Epoch [124][80/940] lr: 2.123e-01, eta: 15:36:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 2.9392, loss: 2.9392 2020-07-02 08:53:37,321 - mmaction - INFO - Epoch [124][100/940] lr: 2.123e-01, eta: 15:36:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.1072, loss: 3.1072 2020-07-02 08:53:46,161 - mmaction - INFO - Epoch [124][120/940] lr: 2.123e-01, eta: 15:36:40, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8368, loss: 2.8368 2020-07-02 08:53:55,076 - mmaction - INFO - Epoch [124][140/940] lr: 2.123e-01, eta: 15:36:31, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7475, loss: 2.7475 2020-07-02 08:54:03,935 - mmaction - INFO - Epoch [124][160/940] lr: 2.123e-01, eta: 15:36:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6531, loss_cls: 2.5377, loss: 2.5377 2020-07-02 08:54:12,802 - mmaction - INFO - Epoch [124][180/940] lr: 2.123e-01, eta: 15:36:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9357, loss: 2.9357 2020-07-02 08:54:21,648 - mmaction - INFO - Epoch [124][200/940] lr: 2.123e-01, eta: 15:36:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9610, loss: 2.9610 2020-07-02 08:54:30,497 - mmaction - INFO - Epoch [124][220/940] lr: 2.123e-01, eta: 15:35:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 2.9986, loss: 2.9986 2020-07-02 08:54:39,406 - mmaction - INFO - Epoch [124][240/940] lr: 2.123e-01, eta: 15:35:45, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8202, loss: 2.8202 2020-07-02 08:54:48,247 - mmaction - INFO - Epoch [124][260/940] lr: 2.123e-01, eta: 15:35:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9989, loss: 2.9989 2020-07-02 08:54:57,100 - mmaction - INFO - Epoch [124][280/940] lr: 2.123e-01, eta: 15:35:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8581, loss: 2.8581 2020-07-02 08:55:05,943 - mmaction - INFO - Epoch [124][300/940] lr: 2.123e-01, eta: 15:35:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9792, loss: 2.9792 2020-07-02 08:55:14,785 - mmaction - INFO - Epoch [124][320/940] lr: 2.123e-01, eta: 15:35:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.8762, loss: 2.8762 2020-07-02 08:55:23,690 - mmaction - INFO - Epoch [124][340/940] lr: 2.123e-01, eta: 15:34:59, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9634, loss: 2.9634 2020-07-02 08:55:32,485 - mmaction - INFO - Epoch [124][360/940] lr: 2.123e-01, eta: 15:34:50, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8706, loss: 2.8706 2020-07-02 08:55:41,350 - mmaction - INFO - Epoch [124][380/940] lr: 2.123e-01, eta: 15:34:41, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9079, loss: 2.9079 2020-07-02 08:55:50,275 - mmaction - INFO - Epoch [124][400/940] lr: 2.123e-01, eta: 15:34:32, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0223, loss: 3.0223 2020-07-02 08:55:59,124 - mmaction - INFO - Epoch [124][420/940] lr: 2.123e-01, eta: 15:34:23, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8715, loss: 2.8715 2020-07-02 08:56:07,993 - mmaction - INFO - Epoch [124][440/940] lr: 2.123e-01, eta: 15:34:13, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2115, loss: 3.2115 2020-07-02 08:56:16,815 - mmaction - INFO - Epoch [124][460/940] lr: 2.123e-01, eta: 15:34:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7883, loss: 2.7883 2020-07-02 08:56:25,729 - mmaction - INFO - Epoch [124][480/940] lr: 2.123e-01, eta: 15:33:55, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.7312, loss: 2.7312 2020-07-02 08:56:34,563 - mmaction - INFO - Epoch [124][500/940] lr: 2.123e-01, eta: 15:33:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6094, loss_cls: 2.8748, loss: 2.8748 2020-07-02 08:56:43,454 - mmaction - INFO - Epoch [124][520/940] lr: 2.123e-01, eta: 15:33:37, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9884, loss: 2.9884 2020-07-02 08:56:52,329 - mmaction - INFO - Epoch [124][540/940] lr: 2.123e-01, eta: 15:33:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.7617, loss: 2.7617 2020-07-02 08:57:01,136 - mmaction - INFO - Epoch [124][560/940] lr: 2.123e-01, eta: 15:33:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8519, loss: 2.8519 2020-07-02 08:57:10,021 - mmaction - INFO - Epoch [124][580/940] lr: 2.123e-01, eta: 15:33:09, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1313, loss: 3.1313 2020-07-02 08:57:18,820 - mmaction - INFO - Epoch [124][600/940] lr: 2.123e-01, eta: 15:33:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.7851, loss: 2.7851 2020-07-02 08:57:27,745 - mmaction - INFO - Epoch [124][620/940] lr: 2.123e-01, eta: 15:32:51, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1061, loss: 3.1061 2020-07-02 08:57:36,572 - mmaction - INFO - Epoch [124][640/940] lr: 2.123e-01, eta: 15:32:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8816, loss: 2.8816 2020-07-02 08:57:45,442 - mmaction - INFO - Epoch [124][660/940] lr: 2.123e-01, eta: 15:32:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 2.9511, loss: 2.9511 2020-07-02 08:57:54,267 - mmaction - INFO - Epoch [124][680/940] lr: 2.123e-01, eta: 15:32:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.7931, loss: 2.7931 2020-07-02 08:58:03,124 - mmaction - INFO - Epoch [124][700/940] lr: 2.123e-01, eta: 15:32:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6156, loss_cls: 2.7936, loss: 2.7936 2020-07-02 08:58:11,931 - mmaction - INFO - Epoch [124][720/940] lr: 2.123e-01, eta: 15:32:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5750, loss_cls: 3.0478, loss: 3.0478 2020-07-02 08:58:20,826 - mmaction - INFO - Epoch [124][740/940] lr: 2.123e-01, eta: 15:31:56, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1609, loss: 3.1609 2020-07-02 08:58:29,667 - mmaction - INFO - Epoch [124][760/940] lr: 2.123e-01, eta: 15:31:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5844, loss_cls: 3.0374, loss: 3.0374 2020-07-02 08:58:38,491 - mmaction - INFO - Epoch [124][780/940] lr: 2.123e-01, eta: 15:31:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.1550, loss: 3.1550 2020-07-02 08:58:47,387 - mmaction - INFO - Epoch [124][800/940] lr: 2.123e-01, eta: 15:31:29, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1396, loss: 3.1396 2020-07-02 08:58:56,209 - mmaction - INFO - Epoch [124][820/940] lr: 2.123e-01, eta: 15:31:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7520, loss: 2.7520 2020-07-02 08:59:05,055 - mmaction - INFO - Epoch [124][840/940] lr: 2.123e-01, eta: 15:31:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9657, loss: 2.9657 2020-07-02 08:59:13,898 - mmaction - INFO - Epoch [124][860/940] lr: 2.123e-01, eta: 15:31:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.8803, loss: 2.8803 2020-07-02 08:59:22,811 - mmaction - INFO - Epoch [124][880/940] lr: 2.123e-01, eta: 15:30:52, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2113, loss: 3.2113 2020-07-02 08:59:31,680 - mmaction - INFO - Epoch [124][900/940] lr: 2.123e-01, eta: 15:30:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6469, loss_cls: 2.7568, loss: 2.7568 2020-07-02 08:59:40,580 - mmaction - INFO - Epoch [124][920/940] lr: 2.123e-01, eta: 15:30:34, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6125, loss_cls: 2.8909, loss: 2.8909 2020-07-02 08:59:48,996 - mmaction - INFO - Epoch [124][940/940] lr: 2.123e-01, eta: 15:30:24, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3961, top5_acc: 0.6201, loss_cls: 2.8028, loss: 2.8028 2020-07-02 08:59:49,328 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-07-02 09:00:11,106 - mmaction - INFO - Epoch [125][20/940] lr: 2.098e-01, eta: 15:30:28, time: 1.042, data_time: 0.219, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0110, loss: 3.0110 2020-07-02 09:00:20,083 - mmaction - INFO - Epoch [125][40/940] lr: 2.098e-01, eta: 15:30:19, time: 0.454, data_time: 0.009, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5844, loss_cls: 3.0300, loss: 3.0300 2020-07-02 09:00:28,972 - mmaction - INFO - Epoch [125][60/940] lr: 2.098e-01, eta: 15:30:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6125, loss_cls: 2.9026, loss: 2.9026 2020-07-02 09:00:37,919 - mmaction - INFO - Epoch [125][80/940] lr: 2.098e-01, eta: 15:30:01, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.7732, loss: 2.7732 2020-07-02 09:00:46,850 - mmaction - INFO - Epoch [125][100/940] lr: 2.098e-01, eta: 15:29:52, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9416, loss: 2.9416 2020-07-02 09:00:55,733 - mmaction - INFO - Epoch [125][120/940] lr: 2.098e-01, eta: 15:29:43, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6250, loss_cls: 2.7773, loss: 2.7773 2020-07-02 09:01:04,597 - mmaction - INFO - Epoch [125][140/940] lr: 2.098e-01, eta: 15:29:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7712, loss: 2.7712 2020-07-02 09:01:13,472 - mmaction - INFO - Epoch [125][160/940] lr: 2.098e-01, eta: 15:29:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0394, loss: 3.0394 2020-07-02 09:01:22,360 - mmaction - INFO - Epoch [125][180/940] lr: 2.098e-01, eta: 15:29:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.7754, loss: 2.7754 2020-07-02 09:01:31,227 - mmaction - INFO - Epoch [125][200/940] lr: 2.098e-01, eta: 15:29:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8529, loss: 2.8529 2020-07-02 09:01:40,167 - mmaction - INFO - Epoch [125][220/940] lr: 2.098e-01, eta: 15:28:57, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7626, loss: 2.7626 2020-07-02 09:01:49,014 - mmaction - INFO - Epoch [125][240/940] lr: 2.098e-01, eta: 15:28:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.8019, loss: 2.8019 2020-07-02 09:01:57,874 - mmaction - INFO - Epoch [125][260/940] lr: 2.098e-01, eta: 15:28:39, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.9258, loss: 2.9258 2020-07-02 09:02:06,846 - mmaction - INFO - Epoch [125][280/940] lr: 2.098e-01, eta: 15:28:30, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0793, loss: 3.0793 2020-07-02 09:02:15,709 - mmaction - INFO - Epoch [125][300/940] lr: 2.098e-01, eta: 15:28:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0594, loss: 3.0594 2020-07-02 09:02:24,624 - mmaction - INFO - Epoch [125][320/940] lr: 2.098e-01, eta: 15:28:11, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8047, loss: 2.8047 2020-07-02 09:02:33,473 - mmaction - INFO - Epoch [125][340/940] lr: 2.098e-01, eta: 15:28:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8099, loss: 2.8099 2020-07-02 09:02:42,347 - mmaction - INFO - Epoch [125][360/940] lr: 2.098e-01, eta: 15:27:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0471, loss: 3.0471 2020-07-02 09:02:51,236 - mmaction - INFO - Epoch [125][380/940] lr: 2.098e-01, eta: 15:27:44, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.8684, loss: 2.8684 2020-07-02 09:03:00,065 - mmaction - INFO - Epoch [125][400/940] lr: 2.098e-01, eta: 15:27:35, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.7456, loss: 2.7456 2020-07-02 09:03:08,927 - mmaction - INFO - Epoch [125][420/940] lr: 2.098e-01, eta: 15:27:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 2.9627, loss: 2.9627 2020-07-02 09:03:17,819 - mmaction - INFO - Epoch [125][440/940] lr: 2.098e-01, eta: 15:27:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9176, loss: 2.9176 2020-07-02 09:03:26,679 - mmaction - INFO - Epoch [125][460/940] lr: 2.098e-01, eta: 15:27:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.9744, loss: 2.9744 2020-07-02 09:03:35,502 - mmaction - INFO - Epoch [125][480/940] lr: 2.098e-01, eta: 15:26:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1797, loss: 3.1797 2020-07-02 09:03:44,364 - mmaction - INFO - Epoch [125][500/940] lr: 2.098e-01, eta: 15:26:49, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.6062, loss_cls: 3.0490, loss: 3.0490 2020-07-02 09:03:53,202 - mmaction - INFO - Epoch [125][520/940] lr: 2.098e-01, eta: 15:26:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.8588, loss: 2.8588 2020-07-02 09:04:02,075 - mmaction - INFO - Epoch [125][540/940] lr: 2.098e-01, eta: 15:26:31, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.7801, loss: 2.7801 2020-07-02 09:04:10,886 - mmaction - INFO - Epoch [125][560/940] lr: 2.098e-01, eta: 15:26:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9530, loss: 2.9530 2020-07-02 09:04:19,792 - mmaction - INFO - Epoch [125][580/940] lr: 2.098e-01, eta: 15:26:12, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9591, loss: 2.9591 2020-07-02 09:04:28,597 - mmaction - INFO - Epoch [125][600/940] lr: 2.098e-01, eta: 15:26:03, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6125, loss_cls: 2.8130, loss: 2.8130 2020-07-02 09:04:37,523 - mmaction - INFO - Epoch [125][620/940] lr: 2.098e-01, eta: 15:25:54, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.1074, loss: 3.1074 2020-07-02 09:04:46,737 - mmaction - INFO - Epoch [125][640/940] lr: 2.098e-01, eta: 15:25:45, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7947, loss: 2.7947 2020-07-02 09:04:55,589 - mmaction - INFO - Epoch [125][660/940] lr: 2.098e-01, eta: 15:25:36, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6188, loss_cls: 2.8764, loss: 2.8764 2020-07-02 09:05:04,428 - mmaction - INFO - Epoch [125][680/940] lr: 2.098e-01, eta: 15:25:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9327, loss: 2.9327 2020-07-02 09:05:13,308 - mmaction - INFO - Epoch [125][700/940] lr: 2.098e-01, eta: 15:25:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.8302, loss: 2.8302 2020-07-02 09:05:22,215 - mmaction - INFO - Epoch [125][720/940] lr: 2.098e-01, eta: 15:25:09, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9861, loss: 2.9861 2020-07-02 09:05:31,079 - mmaction - INFO - Epoch [125][740/940] lr: 2.098e-01, eta: 15:25:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.8781, loss: 2.8781 2020-07-02 09:05:39,867 - mmaction - INFO - Epoch [125][760/940] lr: 2.098e-01, eta: 15:24:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0515, loss: 3.0515 2020-07-02 09:05:48,709 - mmaction - INFO - Epoch [125][780/940] lr: 2.098e-01, eta: 15:24:41, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8270, loss: 2.8270 2020-07-02 09:05:57,576 - mmaction - INFO - Epoch [125][800/940] lr: 2.098e-01, eta: 15:24:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0415, loss: 3.0415 2020-07-02 09:06:06,427 - mmaction - INFO - Epoch [125][820/940] lr: 2.098e-01, eta: 15:24:23, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.8094, loss: 2.8094 2020-07-02 09:06:15,254 - mmaction - INFO - Epoch [125][840/940] lr: 2.098e-01, eta: 15:24:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0405, loss: 3.0405 2020-07-02 09:06:24,153 - mmaction - INFO - Epoch [125][860/940] lr: 2.098e-01, eta: 15:24:05, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7661, loss: 2.7661 2020-07-02 09:06:33,011 - mmaction - INFO - Epoch [125][880/940] lr: 2.098e-01, eta: 15:23:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.8322, loss: 2.8322 2020-07-02 09:06:41,837 - mmaction - INFO - Epoch [125][900/940] lr: 2.098e-01, eta: 15:23:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.8804, loss: 2.8804 2020-07-02 09:06:50,766 - mmaction - INFO - Epoch [125][920/940] lr: 2.098e-01, eta: 15:23:37, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.8062, loss: 2.8062 2020-07-02 09:06:59,216 - mmaction - INFO - Epoch [125][940/940] lr: 2.098e-01, eta: 15:23:28, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3994, top5_acc: 0.6039, loss_cls: 2.8432, loss: 2.8432 2020-07-02 09:07:19,250 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 09:07:20,127 - mmaction - INFO - top1_acc 0.3937 top5_acc 0.6606 2020-07-02 09:07:20,127 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 09:07:20,186 - mmaction - INFO - mean_acc 0.3936 2020-07-02 09:07:20,196 - mmaction - INFO - Epoch [125][940/940] lr: 2.098e-01, top1_acc: 0.3937, top5_acc: 0.6606, mean_class_accuracy: 0.3936 2020-07-02 09:07:33,119 - mmaction - INFO - Epoch [126][20/940] lr: 2.074e-01, eta: 15:23:23, time: 0.646, data_time: 0.190, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8481, loss: 2.8481 2020-07-02 09:07:41,999 - mmaction - INFO - Epoch [126][40/940] lr: 2.074e-01, eta: 15:23:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8655, loss: 2.8655 2020-07-02 09:07:50,868 - mmaction - INFO - Epoch [126][60/940] lr: 2.074e-01, eta: 15:23:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.8204, loss: 2.8204 2020-07-02 09:07:59,717 - mmaction - INFO - Epoch [126][80/940] lr: 2.074e-01, eta: 15:22:55, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8910, loss: 2.8910 2020-07-02 09:08:08,596 - mmaction - INFO - Epoch [126][100/940] lr: 2.074e-01, eta: 15:22:46, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 2.8848, loss: 2.8848 2020-07-02 09:08:17,475 - mmaction - INFO - Epoch [126][120/940] lr: 2.074e-01, eta: 15:22:37, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9707, loss: 2.9707 2020-07-02 09:08:26,366 - mmaction - INFO - Epoch [126][140/940] lr: 2.074e-01, eta: 15:22:28, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8700, loss: 2.8700 2020-07-02 09:08:35,213 - mmaction - INFO - Epoch [126][160/940] lr: 2.074e-01, eta: 15:22:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9678, loss: 2.9678 2020-07-02 09:08:44,065 - mmaction - INFO - Epoch [126][180/940] lr: 2.074e-01, eta: 15:22:10, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9551, loss: 2.9551 2020-07-02 09:08:52,882 - mmaction - INFO - Epoch [126][200/940] lr: 2.074e-01, eta: 15:22:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.0110, loss: 3.0110 2020-07-02 09:09:01,803 - mmaction - INFO - Epoch [126][220/940] lr: 2.074e-01, eta: 15:21:51, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5719, loss_cls: 3.0070, loss: 3.0070 2020-07-02 09:09:10,614 - mmaction - INFO - Epoch [126][240/940] lr: 2.074e-01, eta: 15:21:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.8785, loss: 2.8785 2020-07-02 09:09:19,424 - mmaction - INFO - Epoch [126][260/940] lr: 2.074e-01, eta: 15:21:33, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8131, loss: 2.8131 2020-07-02 09:09:28,321 - mmaction - INFO - Epoch [126][280/940] lr: 2.074e-01, eta: 15:21:24, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9571, loss: 2.9571 2020-07-02 09:09:37,183 - mmaction - INFO - Epoch [126][300/940] lr: 2.074e-01, eta: 15:21:15, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.8950, loss: 2.8950 2020-07-02 09:09:46,122 - mmaction - INFO - Epoch [126][320/940] lr: 2.074e-01, eta: 15:21:06, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.9164, loss: 2.9164 2020-07-02 09:09:54,930 - mmaction - INFO - Epoch [126][340/940] lr: 2.074e-01, eta: 15:20:57, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7713, loss: 2.7713 2020-07-02 09:10:03,831 - mmaction - INFO - Epoch [126][360/940] lr: 2.074e-01, eta: 15:20:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9115, loss: 2.9115 2020-07-02 09:10:12,672 - mmaction - INFO - Epoch [126][380/940] lr: 2.074e-01, eta: 15:20:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6312, loss_cls: 2.9160, loss: 2.9160 2020-07-02 09:10:21,557 - mmaction - INFO - Epoch [126][400/940] lr: 2.074e-01, eta: 15:20:29, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8928, loss: 2.8928 2020-07-02 09:10:30,442 - mmaction - INFO - Epoch [126][420/940] lr: 2.074e-01, eta: 15:20:20, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 2.9530, loss: 2.9530 2020-07-02 09:10:39,252 - mmaction - INFO - Epoch [126][440/940] lr: 2.074e-01, eta: 15:20:11, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8666, loss: 2.8666 2020-07-02 09:10:48,076 - mmaction - INFO - Epoch [126][460/940] lr: 2.074e-01, eta: 15:20:02, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8837, loss: 2.8837 2020-07-02 09:10:56,936 - mmaction - INFO - Epoch [126][480/940] lr: 2.074e-01, eta: 15:19:52, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7388, loss: 2.7388 2020-07-02 09:11:05,832 - mmaction - INFO - Epoch [126][500/940] lr: 2.074e-01, eta: 15:19:43, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9182, loss: 2.9182 2020-07-02 09:11:14,638 - mmaction - INFO - Epoch [126][520/940] lr: 2.074e-01, eta: 15:19:34, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9660, loss: 2.9660 2020-07-02 09:11:23,494 - mmaction - INFO - Epoch [126][540/940] lr: 2.074e-01, eta: 15:19:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0276, loss: 3.0276 2020-07-02 09:11:32,329 - mmaction - INFO - Epoch [126][560/940] lr: 2.074e-01, eta: 15:19:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0813, loss: 3.0813 2020-07-02 09:11:41,173 - mmaction - INFO - Epoch [126][580/940] lr: 2.074e-01, eta: 15:19:07, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.7753, loss: 2.7753 2020-07-02 09:11:49,991 - mmaction - INFO - Epoch [126][600/940] lr: 2.074e-01, eta: 15:18:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9544, loss: 2.9544 2020-07-02 09:11:58,833 - mmaction - INFO - Epoch [126][620/940] lr: 2.074e-01, eta: 15:18:48, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0317, loss: 3.0317 2020-07-02 09:12:07,669 - mmaction - INFO - Epoch [126][640/940] lr: 2.074e-01, eta: 15:18:39, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9333, loss: 2.9333 2020-07-02 09:12:16,517 - mmaction - INFO - Epoch [126][660/940] lr: 2.074e-01, eta: 15:18:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 3.0083, loss: 3.0083 2020-07-02 09:12:25,397 - mmaction - INFO - Epoch [126][680/940] lr: 2.074e-01, eta: 15:18:21, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9406, loss: 2.9406 2020-07-02 09:12:34,238 - mmaction - INFO - Epoch [126][700/940] lr: 2.074e-01, eta: 15:18:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7904, loss: 2.7904 2020-07-02 09:12:43,059 - mmaction - INFO - Epoch [126][720/940] lr: 2.074e-01, eta: 15:18:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5594, loss_cls: 3.0684, loss: 3.0684 2020-07-02 09:12:51,909 - mmaction - INFO - Epoch [126][740/940] lr: 2.074e-01, eta: 15:17:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0691, loss: 3.0691 2020-07-02 09:13:00,803 - mmaction - INFO - Epoch [126][760/940] lr: 2.074e-01, eta: 15:17:44, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0443, loss: 3.0443 2020-07-02 09:13:09,623 - mmaction - INFO - Epoch [126][780/940] lr: 2.074e-01, eta: 15:17:35, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5531, loss_cls: 3.1394, loss: 3.1394 2020-07-02 09:13:18,458 - mmaction - INFO - Epoch [126][800/940] lr: 2.074e-01, eta: 15:17:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.8901, loss: 2.8901 2020-07-02 09:13:27,365 - mmaction - INFO - Epoch [126][820/940] lr: 2.074e-01, eta: 15:17:17, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 2.8610, loss: 2.8610 2020-07-02 09:13:36,242 - mmaction - INFO - Epoch [126][840/940] lr: 2.074e-01, eta: 15:17:08, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.5969, loss_cls: 2.9057, loss: 2.9057 2020-07-02 09:13:45,101 - mmaction - INFO - Epoch [126][860/940] lr: 2.074e-01, eta: 15:16:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 2.9678, loss: 2.9678 2020-07-02 09:13:53,966 - mmaction - INFO - Epoch [126][880/940] lr: 2.074e-01, eta: 15:16:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.1182, loss: 3.1182 2020-07-02 09:14:02,756 - mmaction - INFO - Epoch [126][900/940] lr: 2.074e-01, eta: 15:16:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9460, loss: 2.9460 2020-07-02 09:14:11,614 - mmaction - INFO - Epoch [126][920/940] lr: 2.074e-01, eta: 15:16:31, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9234, loss: 2.9234 2020-07-02 09:14:20,065 - mmaction - INFO - Epoch [126][940/940] lr: 2.074e-01, eta: 15:16:22, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3766, top5_acc: 0.6169, loss_cls: 2.7866, loss: 2.7866 2020-07-02 09:14:34,779 - mmaction - INFO - Epoch [127][20/940] lr: 2.049e-01, eta: 15:16:18, time: 0.721, data_time: 0.271, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.7322, loss: 2.7322 2020-07-02 09:14:43,657 - mmaction - INFO - Epoch [127][40/940] lr: 2.049e-01, eta: 15:16:09, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8534, loss: 2.8534 2020-07-02 09:14:52,493 - mmaction - INFO - Epoch [127][60/940] lr: 2.049e-01, eta: 15:16:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.8704, loss: 2.8704 2020-07-02 09:15:01,355 - mmaction - INFO - Epoch [127][80/940] lr: 2.049e-01, eta: 15:15:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.8542, loss: 2.8542 2020-07-02 09:15:10,227 - mmaction - INFO - Epoch [127][100/940] lr: 2.049e-01, eta: 15:15:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.9003, loss: 2.9003 2020-07-02 09:15:19,055 - mmaction - INFO - Epoch [127][120/940] lr: 2.049e-01, eta: 15:15:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8378, loss: 2.8378 2020-07-02 09:15:27,970 - mmaction - INFO - Epoch [127][140/940] lr: 2.049e-01, eta: 15:15:23, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8262, loss: 2.8262 2020-07-02 09:15:36,799 - mmaction - INFO - Epoch [127][160/940] lr: 2.049e-01, eta: 15:15:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 3.0091, loss: 3.0091 2020-07-02 09:15:45,682 - mmaction - INFO - Epoch [127][180/940] lr: 2.049e-01, eta: 15:15:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.0079, loss: 3.0079 2020-07-02 09:15:54,507 - mmaction - INFO - Epoch [127][200/940] lr: 2.049e-01, eta: 15:14:56, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.7815, loss: 2.7815 2020-07-02 09:16:03,376 - mmaction - INFO - Epoch [127][220/940] lr: 2.049e-01, eta: 15:14:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8716, loss: 2.8716 2020-07-02 09:16:12,327 - mmaction - INFO - Epoch [127][240/940] lr: 2.049e-01, eta: 15:14:38, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0107, loss: 3.0107 2020-07-02 09:16:21,217 - mmaction - INFO - Epoch [127][260/940] lr: 2.049e-01, eta: 15:14:29, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.7569, loss: 2.7569 2020-07-02 09:16:30,056 - mmaction - INFO - Epoch [127][280/940] lr: 2.049e-01, eta: 15:14:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7994, loss: 2.7994 2020-07-02 09:16:38,926 - mmaction - INFO - Epoch [127][300/940] lr: 2.049e-01, eta: 15:14:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0251, loss: 3.0251 2020-07-02 09:16:47,799 - mmaction - INFO - Epoch [127][320/940] lr: 2.049e-01, eta: 15:14:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.9347, loss: 2.9347 2020-07-02 09:16:56,639 - mmaction - INFO - Epoch [127][340/940] lr: 2.049e-01, eta: 15:13:52, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 3.0813, loss: 3.0813 2020-07-02 09:17:05,434 - mmaction - INFO - Epoch [127][360/940] lr: 2.049e-01, eta: 15:13:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.7544, loss: 2.7544 2020-07-02 09:17:14,293 - mmaction - INFO - Epoch [127][380/940] lr: 2.049e-01, eta: 15:13:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8650, loss: 2.8650 2020-07-02 09:17:23,154 - mmaction - INFO - Epoch [127][400/940] lr: 2.049e-01, eta: 15:13:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.9116, loss: 2.9116 2020-07-02 09:17:32,015 - mmaction - INFO - Epoch [127][420/940] lr: 2.049e-01, eta: 15:13:15, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9314, loss: 2.9314 2020-07-02 09:17:41,284 - mmaction - INFO - Epoch [127][440/940] lr: 2.049e-01, eta: 15:13:07, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5660, loss: 2.5660 2020-07-02 09:17:50,166 - mmaction - INFO - Epoch [127][460/940] lr: 2.049e-01, eta: 15:12:57, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.6956, loss: 2.6956 2020-07-02 09:17:59,023 - mmaction - INFO - Epoch [127][480/940] lr: 2.049e-01, eta: 15:12:48, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.0605, loss: 3.0605 2020-07-02 09:18:07,900 - mmaction - INFO - Epoch [127][500/940] lr: 2.049e-01, eta: 15:12:39, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.7921, loss: 2.7921 2020-07-02 09:18:16,760 - mmaction - INFO - Epoch [127][520/940] lr: 2.049e-01, eta: 15:12:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.8958, loss: 2.8958 2020-07-02 09:18:25,575 - mmaction - INFO - Epoch [127][540/940] lr: 2.049e-01, eta: 15:12:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8413, loss: 2.8413 2020-07-02 09:18:34,429 - mmaction - INFO - Epoch [127][560/940] lr: 2.049e-01, eta: 15:12:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.1020, loss: 3.1020 2020-07-02 09:18:43,277 - mmaction - INFO - Epoch [127][580/940] lr: 2.049e-01, eta: 15:12:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9174, loss: 2.9174 2020-07-02 09:18:52,148 - mmaction - INFO - Epoch [127][600/940] lr: 2.049e-01, eta: 15:11:53, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9128, loss: 2.9128 2020-07-02 09:19:01,177 - mmaction - INFO - Epoch [127][620/940] lr: 2.049e-01, eta: 15:11:44, time: 0.451, data_time: 0.011, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7933, loss: 2.7933 2020-07-02 09:19:10,013 - mmaction - INFO - Epoch [127][640/940] lr: 2.049e-01, eta: 15:11:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9058, loss: 2.9058 2020-07-02 09:19:18,862 - mmaction - INFO - Epoch [127][660/940] lr: 2.049e-01, eta: 15:11:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.7627, loss: 2.7627 2020-07-02 09:19:27,695 - mmaction - INFO - Epoch [127][680/940] lr: 2.049e-01, eta: 15:11:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.9492, loss: 2.9492 2020-07-02 09:19:36,520 - mmaction - INFO - Epoch [127][700/940] lr: 2.049e-01, eta: 15:11:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.7412, loss: 2.7412 2020-07-02 09:19:45,325 - mmaction - INFO - Epoch [127][720/940] lr: 2.049e-01, eta: 15:10:59, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.8961, loss: 2.8961 2020-07-02 09:19:54,579 - mmaction - INFO - Epoch [127][740/940] lr: 2.049e-01, eta: 15:10:50, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0618, loss: 3.0618 2020-07-02 09:20:03,465 - mmaction - INFO - Epoch [127][760/940] lr: 2.049e-01, eta: 15:10:41, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0411, loss: 3.0411 2020-07-02 09:20:12,299 - mmaction - INFO - Epoch [127][780/940] lr: 2.049e-01, eta: 15:10:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.2193, loss: 3.2193 2020-07-02 09:20:21,164 - mmaction - INFO - Epoch [127][800/940] lr: 2.049e-01, eta: 15:10:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.7408, loss: 2.7408 2020-07-02 09:20:30,048 - mmaction - INFO - Epoch [127][820/940] lr: 2.049e-01, eta: 15:10:13, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.7772, loss: 2.7772 2020-07-02 09:20:39,241 - mmaction - INFO - Epoch [127][840/940] lr: 2.049e-01, eta: 15:10:05, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.7975, loss: 2.7975 2020-07-02 09:20:48,166 - mmaction - INFO - Epoch [127][860/940] lr: 2.049e-01, eta: 15:09:55, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6094, loss_cls: 2.9777, loss: 2.9777 2020-07-02 09:20:57,098 - mmaction - INFO - Epoch [127][880/940] lr: 2.049e-01, eta: 15:09:46, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8779, loss: 2.8779 2020-07-02 09:21:05,855 - mmaction - INFO - Epoch [127][900/940] lr: 2.049e-01, eta: 15:09:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5594, loss_cls: 3.0270, loss: 3.0270 2020-07-02 09:21:14,756 - mmaction - INFO - Epoch [127][920/940] lr: 2.049e-01, eta: 15:09:28, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0972, loss: 3.0972 2020-07-02 09:21:23,161 - mmaction - INFO - Epoch [127][940/940] lr: 2.049e-01, eta: 15:09:18, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3409, top5_acc: 0.6266, loss_cls: 2.9617, loss: 2.9617 2020-07-02 09:21:37,715 - mmaction - INFO - Epoch [128][20/940] lr: 2.025e-01, eta: 15:09:15, time: 0.709, data_time: 0.264, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0123, loss: 3.0123 2020-07-02 09:21:46,578 - mmaction - INFO - Epoch [128][40/940] lr: 2.025e-01, eta: 15:09:06, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8704, loss: 2.8704 2020-07-02 09:21:55,471 - mmaction - INFO - Epoch [128][60/940] lr: 2.025e-01, eta: 15:08:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6167, loss: 2.6167 2020-07-02 09:22:04,285 - mmaction - INFO - Epoch [128][80/940] lr: 2.025e-01, eta: 15:08:47, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6344, loss_cls: 2.8431, loss: 2.8431 2020-07-02 09:22:13,186 - mmaction - INFO - Epoch [128][100/940] lr: 2.025e-01, eta: 15:08:38, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3906, top5_acc: 0.5938, loss_cls: 2.9863, loss: 2.9863 2020-07-02 09:22:22,155 - mmaction - INFO - Epoch [128][120/940] lr: 2.025e-01, eta: 15:08:29, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7089, loss: 2.7089 2020-07-02 09:22:31,036 - mmaction - INFO - Epoch [128][140/940] lr: 2.025e-01, eta: 15:08:20, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.8794, loss: 2.8794 2020-07-02 09:22:39,906 - mmaction - INFO - Epoch [128][160/940] lr: 2.025e-01, eta: 15:08:11, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6938, loss: 2.6938 2020-07-02 09:22:48,768 - mmaction - INFO - Epoch [128][180/940] lr: 2.025e-01, eta: 15:08:02, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.8398, loss: 2.8398 2020-07-02 09:22:57,622 - mmaction - INFO - Epoch [128][200/940] lr: 2.025e-01, eta: 15:07:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9630, loss: 2.9630 2020-07-02 09:23:06,520 - mmaction - INFO - Epoch [128][220/940] lr: 2.025e-01, eta: 15:07:44, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.0423, loss: 3.0423 2020-07-02 09:23:15,420 - mmaction - INFO - Epoch [128][240/940] lr: 2.025e-01, eta: 15:07:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8185, loss: 2.8185 2020-07-02 09:23:24,267 - mmaction - INFO - Epoch [128][260/940] lr: 2.025e-01, eta: 15:07:25, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.7872, loss: 2.7872 2020-07-02 09:23:33,104 - mmaction - INFO - Epoch [128][280/940] lr: 2.025e-01, eta: 15:07:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9540, loss: 2.9540 2020-07-02 09:23:42,330 - mmaction - INFO - Epoch [128][300/940] lr: 2.025e-01, eta: 15:07:07, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8702, loss: 2.8702 2020-07-02 09:23:51,155 - mmaction - INFO - Epoch [128][320/940] lr: 2.025e-01, eta: 15:06:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 2.9866, loss: 2.9866 2020-07-02 09:23:59,993 - mmaction - INFO - Epoch [128][340/940] lr: 2.025e-01, eta: 15:06:49, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8678, loss: 2.8678 2020-07-02 09:24:08,870 - mmaction - INFO - Epoch [128][360/940] lr: 2.025e-01, eta: 15:06:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0225, loss: 3.0225 2020-07-02 09:24:17,713 - mmaction - INFO - Epoch [128][380/940] lr: 2.025e-01, eta: 15:06:31, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1061, loss: 3.1061 2020-07-02 09:24:26,564 - mmaction - INFO - Epoch [128][400/940] lr: 2.025e-01, eta: 15:06:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.8815, loss: 2.8815 2020-07-02 09:24:35,413 - mmaction - INFO - Epoch [128][420/940] lr: 2.025e-01, eta: 15:06:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.8159, loss: 2.8159 2020-07-02 09:24:44,349 - mmaction - INFO - Epoch [128][440/940] lr: 2.025e-01, eta: 15:06:03, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.7433, loss: 2.7433 2020-07-02 09:24:53,241 - mmaction - INFO - Epoch [128][460/940] lr: 2.025e-01, eta: 15:05:54, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8838, loss: 2.8838 2020-07-02 09:25:02,075 - mmaction - INFO - Epoch [128][480/940] lr: 2.025e-01, eta: 15:05:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5594, loss: 2.5594 2020-07-02 09:25:11,012 - mmaction - INFO - Epoch [128][500/940] lr: 2.025e-01, eta: 15:05:36, time: 0.447, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.8836, loss: 2.8836 2020-07-02 09:25:19,989 - mmaction - INFO - Epoch [128][520/940] lr: 2.025e-01, eta: 15:05:27, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8770, loss: 2.8770 2020-07-02 09:25:28,861 - mmaction - INFO - Epoch [128][540/940] lr: 2.025e-01, eta: 15:05:18, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.8868, loss: 2.8868 2020-07-02 09:25:37,773 - mmaction - INFO - Epoch [128][560/940] lr: 2.025e-01, eta: 15:05:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0587, loss: 3.0587 2020-07-02 09:25:46,645 - mmaction - INFO - Epoch [128][580/940] lr: 2.025e-01, eta: 15:05:00, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9444, loss: 2.9444 2020-07-02 09:25:55,498 - mmaction - INFO - Epoch [128][600/940] lr: 2.025e-01, eta: 15:04:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 3.0071, loss: 3.0071 2020-07-02 09:26:04,311 - mmaction - INFO - Epoch [128][620/940] lr: 2.025e-01, eta: 15:04:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.7405, loss: 2.7405 2020-07-02 09:26:13,182 - mmaction - INFO - Epoch [128][640/940] lr: 2.025e-01, eta: 15:04:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6125, loss_cls: 2.8748, loss: 2.8748 2020-07-02 09:26:22,019 - mmaction - INFO - Epoch [128][660/940] lr: 2.025e-01, eta: 15:04:23, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 2.9833, loss: 2.9833 2020-07-02 09:26:30,823 - mmaction - INFO - Epoch [128][680/940] lr: 2.025e-01, eta: 15:04:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8497, loss: 2.8497 2020-07-02 09:26:39,824 - mmaction - INFO - Epoch [128][700/940] lr: 2.025e-01, eta: 15:04:05, time: 0.450, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.9005, loss: 2.9005 2020-07-02 09:26:48,672 - mmaction - INFO - Epoch [128][720/940] lr: 2.025e-01, eta: 15:03:56, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.7901, loss: 2.7901 2020-07-02 09:26:57,977 - mmaction - INFO - Epoch [128][740/940] lr: 2.025e-01, eta: 15:03:47, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.8895, loss: 2.8895 2020-07-02 09:27:06,860 - mmaction - INFO - Epoch [128][760/940] lr: 2.025e-01, eta: 15:03:38, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0794, loss: 3.0794 2020-07-02 09:27:15,729 - mmaction - INFO - Epoch [128][780/940] lr: 2.025e-01, eta: 15:03:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5719, loss_cls: 2.9261, loss: 2.9261 2020-07-02 09:27:24,577 - mmaction - INFO - Epoch [128][800/940] lr: 2.025e-01, eta: 15:03:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9247, loss: 2.9247 2020-07-02 09:27:33,399 - mmaction - INFO - Epoch [128][820/940] lr: 2.025e-01, eta: 15:03:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0545, loss: 3.0545 2020-07-02 09:27:42,242 - mmaction - INFO - Epoch [128][840/940] lr: 2.025e-01, eta: 15:03:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.6834, loss: 2.6834 2020-07-02 09:27:51,107 - mmaction - INFO - Epoch [128][860/940] lr: 2.025e-01, eta: 15:02:52, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9881, loss: 2.9881 2020-07-02 09:27:59,977 - mmaction - INFO - Epoch [128][880/940] lr: 2.025e-01, eta: 15:02:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1104, loss: 3.1104 2020-07-02 09:28:08,788 - mmaction - INFO - Epoch [128][900/940] lr: 2.025e-01, eta: 15:02:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0054, loss: 3.0054 2020-07-02 09:28:17,678 - mmaction - INFO - Epoch [128][920/940] lr: 2.025e-01, eta: 15:02:25, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.8119, loss: 2.8119 2020-07-02 09:28:26,112 - mmaction - INFO - Epoch [128][940/940] lr: 2.025e-01, eta: 15:02:15, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3571, top5_acc: 0.6266, loss_cls: 2.8126, loss: 2.8126 2020-07-02 09:28:26,395 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-02 09:28:40,735 - mmaction - INFO - Epoch [129][20/940] lr: 2.000e-01, eta: 15:02:10, time: 0.655, data_time: 0.207, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.7360, loss: 2.7360 2020-07-02 09:28:49,685 - mmaction - INFO - Epoch [129][40/940] lr: 2.000e-01, eta: 15:02:01, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8527, loss: 2.8527 2020-07-02 09:28:58,518 - mmaction - INFO - Epoch [129][60/940] lr: 2.000e-01, eta: 15:01:52, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.8150, loss: 2.8150 2020-07-02 09:29:07,365 - mmaction - INFO - Epoch [129][80/940] lr: 2.000e-01, eta: 15:01:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.8011, loss: 2.8011 2020-07-02 09:29:16,256 - mmaction - INFO - Epoch [129][100/940] lr: 2.000e-01, eta: 15:01:34, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9126, loss: 2.9126 2020-07-02 09:29:25,126 - mmaction - INFO - Epoch [129][120/940] lr: 2.000e-01, eta: 15:01:25, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 2.9956, loss: 2.9956 2020-07-02 09:29:33,992 - mmaction - INFO - Epoch [129][140/940] lr: 2.000e-01, eta: 15:01:16, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7177, loss: 2.7177 2020-07-02 09:29:42,857 - mmaction - INFO - Epoch [129][160/940] lr: 2.000e-01, eta: 15:01:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.6122, loss: 2.6122 2020-07-02 09:29:51,753 - mmaction - INFO - Epoch [129][180/940] lr: 2.000e-01, eta: 15:00:57, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.7982, loss: 2.7982 2020-07-02 09:30:00,650 - mmaction - INFO - Epoch [129][200/940] lr: 2.000e-01, eta: 15:00:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9676, loss: 2.9676 2020-07-02 09:30:09,580 - mmaction - INFO - Epoch [129][220/940] lr: 2.000e-01, eta: 15:00:39, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.8726, loss: 2.8726 2020-07-02 09:30:18,419 - mmaction - INFO - Epoch [129][240/940] lr: 2.000e-01, eta: 15:00:30, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.1391, loss: 3.1391 2020-07-02 09:30:27,267 - mmaction - INFO - Epoch [129][260/940] lr: 2.000e-01, eta: 15:00:21, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6964, loss: 2.6964 2020-07-02 09:30:36,133 - mmaction - INFO - Epoch [129][280/940] lr: 2.000e-01, eta: 15:00:12, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.6964, loss: 2.6964 2020-07-02 09:30:45,026 - mmaction - INFO - Epoch [129][300/940] lr: 2.000e-01, eta: 15:00:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0849, loss: 3.0849 2020-07-02 09:30:53,846 - mmaction - INFO - Epoch [129][320/940] lr: 2.000e-01, eta: 14:59:53, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.8192, loss: 2.8192 2020-07-02 09:31:02,687 - mmaction - INFO - Epoch [129][340/940] lr: 2.000e-01, eta: 14:59:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.6297, loss: 2.6297 2020-07-02 09:31:11,508 - mmaction - INFO - Epoch [129][360/940] lr: 2.000e-01, eta: 14:59:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 2.8678, loss: 2.8678 2020-07-02 09:31:20,351 - mmaction - INFO - Epoch [129][380/940] lr: 2.000e-01, eta: 14:59:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6281, loss_cls: 2.7547, loss: 2.7547 2020-07-02 09:31:29,265 - mmaction - INFO - Epoch [129][400/940] lr: 2.000e-01, eta: 14:59:17, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.7356, loss: 2.7356 2020-07-02 09:31:38,086 - mmaction - INFO - Epoch [129][420/940] lr: 2.000e-01, eta: 14:59:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8314, loss: 2.8314 2020-07-02 09:31:46,979 - mmaction - INFO - Epoch [129][440/940] lr: 2.000e-01, eta: 14:58:59, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9736, loss: 2.9736 2020-07-02 09:31:55,827 - mmaction - INFO - Epoch [129][460/940] lr: 2.000e-01, eta: 14:58:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9809, loss: 2.9809 2020-07-02 09:32:04,682 - mmaction - INFO - Epoch [129][480/940] lr: 2.000e-01, eta: 14:58:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.8176, loss: 2.8176 2020-07-02 09:32:13,603 - mmaction - INFO - Epoch [129][500/940] lr: 2.000e-01, eta: 14:58:31, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 2.9518, loss: 2.9518 2020-07-02 09:32:22,426 - mmaction - INFO - Epoch [129][520/940] lr: 2.000e-01, eta: 14:58:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7220, loss: 2.7220 2020-07-02 09:32:31,374 - mmaction - INFO - Epoch [129][540/940] lr: 2.000e-01, eta: 14:58:13, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8984, loss: 2.8984 2020-07-02 09:32:40,207 - mmaction - INFO - Epoch [129][560/940] lr: 2.000e-01, eta: 14:58:04, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.0630, loss: 3.0630 2020-07-02 09:32:49,076 - mmaction - INFO - Epoch [129][580/940] lr: 2.000e-01, eta: 14:57:55, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.8916, loss: 2.8916 2020-07-02 09:32:57,937 - mmaction - INFO - Epoch [129][600/940] lr: 2.000e-01, eta: 14:57:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.8027, loss: 2.8027 2020-07-02 09:33:06,756 - mmaction - INFO - Epoch [129][620/940] lr: 2.000e-01, eta: 14:57:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0385, loss: 3.0385 2020-07-02 09:33:15,557 - mmaction - INFO - Epoch [129][640/940] lr: 2.000e-01, eta: 14:57:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1093, loss: 3.1093 2020-07-02 09:33:24,404 - mmaction - INFO - Epoch [129][660/940] lr: 2.000e-01, eta: 14:57:18, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.1549, loss: 3.1549 2020-07-02 09:33:33,261 - mmaction - INFO - Epoch [129][680/940] lr: 2.000e-01, eta: 14:57:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9882, loss: 2.9882 2020-07-02 09:33:42,105 - mmaction - INFO - Epoch [129][700/940] lr: 2.000e-01, eta: 14:57:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6438, loss_cls: 2.7935, loss: 2.7935 2020-07-02 09:33:50,923 - mmaction - INFO - Epoch [129][720/940] lr: 2.000e-01, eta: 14:56:51, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7591, loss: 2.7591 2020-07-02 09:33:59,737 - mmaction - INFO - Epoch [129][740/940] lr: 2.000e-01, eta: 14:56:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9766, loss: 2.9766 2020-07-02 09:34:08,604 - mmaction - INFO - Epoch [129][760/940] lr: 2.000e-01, eta: 14:56:32, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.7256, loss: 2.7256 2020-07-02 09:34:17,447 - mmaction - INFO - Epoch [129][780/940] lr: 2.000e-01, eta: 14:56:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0591, loss: 3.0591 2020-07-02 09:34:26,261 - mmaction - INFO - Epoch [129][800/940] lr: 2.000e-01, eta: 14:56:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0173, loss: 3.0173 2020-07-02 09:34:35,163 - mmaction - INFO - Epoch [129][820/940] lr: 2.000e-01, eta: 14:56:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9824, loss: 2.9824 2020-07-02 09:34:43,989 - mmaction - INFO - Epoch [129][840/940] lr: 2.000e-01, eta: 14:55:56, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.7402, loss: 2.7402 2020-07-02 09:34:52,861 - mmaction - INFO - Epoch [129][860/940] lr: 2.000e-01, eta: 14:55:47, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7118, loss: 2.7118 2020-07-02 09:35:01,707 - mmaction - INFO - Epoch [129][880/940] lr: 2.000e-01, eta: 14:55:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8741, loss: 2.8741 2020-07-02 09:35:10,600 - mmaction - INFO - Epoch [129][900/940] lr: 2.000e-01, eta: 14:55:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 3.0387, loss: 3.0387 2020-07-02 09:35:19,434 - mmaction - INFO - Epoch [129][920/940] lr: 2.000e-01, eta: 14:55:19, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.8158, loss: 2.8158 2020-07-02 09:35:27,838 - mmaction - INFO - Epoch [129][940/940] lr: 2.000e-01, eta: 14:55:10, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3247, top5_acc: 0.5909, loss_cls: 3.0221, loss: 3.0221 2020-07-02 09:35:42,152 - mmaction - INFO - Epoch [130][20/940] lr: 1.975e-01, eta: 14:55:05, time: 0.699, data_time: 0.252, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5906, loss_cls: 2.9547, loss: 2.9547 2020-07-02 09:35:51,034 - mmaction - INFO - Epoch [130][40/940] lr: 1.975e-01, eta: 14:54:56, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5813, loss_cls: 2.9191, loss: 2.9191 2020-07-02 09:35:59,844 - mmaction - INFO - Epoch [130][60/940] lr: 1.975e-01, eta: 14:54:47, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.8948, loss: 2.8948 2020-07-02 09:36:08,737 - mmaction - INFO - Epoch [130][80/940] lr: 1.975e-01, eta: 14:54:38, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7379, loss: 2.7379 2020-07-02 09:36:17,601 - mmaction - INFO - Epoch [130][100/940] lr: 1.975e-01, eta: 14:54:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 3.0212, loss: 3.0212 2020-07-02 09:36:26,565 - mmaction - INFO - Epoch [130][120/940] lr: 1.975e-01, eta: 14:54:20, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8379, loss: 2.8379 2020-07-02 09:36:35,470 - mmaction - INFO - Epoch [130][140/940] lr: 1.975e-01, eta: 14:54:11, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.7375, loss: 2.7375 2020-07-02 09:36:44,380 - mmaction - INFO - Epoch [130][160/940] lr: 1.975e-01, eta: 14:54:02, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6625, loss_cls: 2.7964, loss: 2.7964 2020-07-02 09:36:53,252 - mmaction - INFO - Epoch [130][180/940] lr: 1.975e-01, eta: 14:53:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.6441, loss: 2.6441 2020-07-02 09:37:02,505 - mmaction - INFO - Epoch [130][200/940] lr: 1.975e-01, eta: 14:53:44, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.7806, loss: 2.7806 2020-07-02 09:37:11,376 - mmaction - INFO - Epoch [130][220/940] lr: 1.975e-01, eta: 14:53:35, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.7223, loss: 2.7223 2020-07-02 09:37:20,294 - mmaction - INFO - Epoch [130][240/940] lr: 1.975e-01, eta: 14:53:26, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.6604, loss: 2.6604 2020-07-02 09:37:29,130 - mmaction - INFO - Epoch [130][260/940] lr: 1.975e-01, eta: 14:53:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.7196, loss: 2.7196 2020-07-02 09:37:38,032 - mmaction - INFO - Epoch [130][280/940] lr: 1.975e-01, eta: 14:53:07, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8043, loss: 2.8043 2020-07-02 09:37:46,936 - mmaction - INFO - Epoch [130][300/940] lr: 1.975e-01, eta: 14:52:58, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2219, loss: 3.2219 2020-07-02 09:37:55,922 - mmaction - INFO - Epoch [130][320/940] lr: 1.975e-01, eta: 14:52:49, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9258, loss: 2.9258 2020-07-02 09:38:04,784 - mmaction - INFO - Epoch [130][340/940] lr: 1.975e-01, eta: 14:52:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8791, loss: 2.8791 2020-07-02 09:38:13,621 - mmaction - INFO - Epoch [130][360/940] lr: 1.975e-01, eta: 14:52:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.5552, loss: 2.5552 2020-07-02 09:38:22,489 - mmaction - INFO - Epoch [130][380/940] lr: 1.975e-01, eta: 14:52:22, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.7650, loss: 2.7650 2020-07-02 09:38:31,300 - mmaction - INFO - Epoch [130][400/940] lr: 1.975e-01, eta: 14:52:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.9288, loss: 2.9288 2020-07-02 09:38:40,178 - mmaction - INFO - Epoch [130][420/940] lr: 1.975e-01, eta: 14:52:04, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1409, loss: 3.1409 2020-07-02 09:38:49,161 - mmaction - INFO - Epoch [130][440/940] lr: 1.975e-01, eta: 14:51:55, time: 0.449, data_time: 0.009, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.7691, loss: 2.7691 2020-07-02 09:38:58,034 - mmaction - INFO - Epoch [130][460/940] lr: 1.975e-01, eta: 14:51:45, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9327, loss: 2.9327 2020-07-02 09:39:06,931 - mmaction - INFO - Epoch [130][480/940] lr: 1.975e-01, eta: 14:51:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.5938, loss_cls: 2.8792, loss: 2.8792 2020-07-02 09:39:15,753 - mmaction - INFO - Epoch [130][500/940] lr: 1.975e-01, eta: 14:51:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9379, loss: 2.9379 2020-07-02 09:39:24,698 - mmaction - INFO - Epoch [130][520/940] lr: 1.975e-01, eta: 14:51:18, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6989, loss: 2.6989 2020-07-02 09:39:33,490 - mmaction - INFO - Epoch [130][540/940] lr: 1.975e-01, eta: 14:51:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.8695, loss: 2.8695 2020-07-02 09:39:42,418 - mmaction - INFO - Epoch [130][560/940] lr: 1.975e-01, eta: 14:51:00, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6312, loss_cls: 2.8191, loss: 2.8191 2020-07-02 09:39:51,221 - mmaction - INFO - Epoch [130][580/940] lr: 1.975e-01, eta: 14:50:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6344, loss_cls: 2.7479, loss: 2.7479 2020-07-02 09:40:00,125 - mmaction - INFO - Epoch [130][600/940] lr: 1.975e-01, eta: 14:50:42, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1703, loss: 3.1703 2020-07-02 09:40:08,974 - mmaction - INFO - Epoch [130][620/940] lr: 1.975e-01, eta: 14:50:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8461, loss: 2.8461 2020-07-02 09:40:17,814 - mmaction - INFO - Epoch [130][640/940] lr: 1.975e-01, eta: 14:50:23, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7670, loss: 2.7670 2020-07-02 09:40:26,640 - mmaction - INFO - Epoch [130][660/940] lr: 1.975e-01, eta: 14:50:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6656, loss_cls: 2.5948, loss: 2.5948 2020-07-02 09:40:35,548 - mmaction - INFO - Epoch [130][680/940] lr: 1.975e-01, eta: 14:50:05, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7184, loss: 2.7184 2020-07-02 09:40:44,390 - mmaction - INFO - Epoch [130][700/940] lr: 1.975e-01, eta: 14:49:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9439, loss: 2.9439 2020-07-02 09:40:53,273 - mmaction - INFO - Epoch [130][720/940] lr: 1.975e-01, eta: 14:49:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9093, loss: 2.9093 2020-07-02 09:41:02,173 - mmaction - INFO - Epoch [130][740/940] lr: 1.975e-01, eta: 14:49:38, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9289, loss: 2.9289 2020-07-02 09:41:11,041 - mmaction - INFO - Epoch [130][760/940] lr: 1.975e-01, eta: 14:49:28, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9253, loss: 2.9253 2020-07-02 09:41:19,915 - mmaction - INFO - Epoch [130][780/940] lr: 1.975e-01, eta: 14:49:19, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0554, loss: 3.0554 2020-07-02 09:41:28,772 - mmaction - INFO - Epoch [130][800/940] lr: 1.975e-01, eta: 14:49:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9054, loss: 2.9054 2020-07-02 09:41:37,645 - mmaction - INFO - Epoch [130][820/940] lr: 1.975e-01, eta: 14:49:01, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9467, loss: 2.9467 2020-07-02 09:41:46,583 - mmaction - INFO - Epoch [130][840/940] lr: 1.975e-01, eta: 14:48:52, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6740, loss: 2.6740 2020-07-02 09:41:55,388 - mmaction - INFO - Epoch [130][860/940] lr: 1.975e-01, eta: 14:48:43, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0125, loss: 3.0125 2020-07-02 09:42:04,254 - mmaction - INFO - Epoch [130][880/940] lr: 1.975e-01, eta: 14:48:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7309, loss: 2.7309 2020-07-02 09:42:13,119 - mmaction - INFO - Epoch [130][900/940] lr: 1.975e-01, eta: 14:48:25, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9841, loss: 2.9841 2020-07-02 09:42:22,019 - mmaction - INFO - Epoch [130][920/940] lr: 1.975e-01, eta: 14:48:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5719, loss_cls: 3.1143, loss: 3.1143 2020-07-02 09:42:30,472 - mmaction - INFO - Epoch [130][940/940] lr: 1.975e-01, eta: 14:48:06, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.3474, top5_acc: 0.6266, loss_cls: 2.9641, loss: 2.9641 2020-07-02 09:42:47,810 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 09:42:48,683 - mmaction - INFO - top1_acc 0.3981 top5_acc 0.6646 2020-07-02 09:42:48,683 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 09:42:48,741 - mmaction - INFO - mean_acc 0.3979 2020-07-02 09:42:48,750 - mmaction - INFO - Epoch [130][940/940] lr: 1.975e-01, top1_acc: 0.3981, top5_acc: 0.6646, mean_class_accuracy: 0.3979 2020-07-02 09:43:01,564 - mmaction - INFO - Epoch [131][20/940] lr: 1.951e-01, eta: 14:48:01, time: 0.639, data_time: 0.197, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9551, loss: 2.9551 2020-07-02 09:43:10,375 - mmaction - INFO - Epoch [131][40/940] lr: 1.951e-01, eta: 14:47:51, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9048, loss: 2.9048 2020-07-02 09:43:19,674 - mmaction - INFO - Epoch [131][60/940] lr: 1.951e-01, eta: 14:47:43, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0404, loss: 3.0404 2020-07-02 09:43:28,561 - mmaction - INFO - Epoch [131][80/940] lr: 1.951e-01, eta: 14:47:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.8481, loss: 2.8481 2020-07-02 09:43:37,447 - mmaction - INFO - Epoch [131][100/940] lr: 1.951e-01, eta: 14:47:25, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0545, loss: 3.0545 2020-07-02 09:43:46,288 - mmaction - INFO - Epoch [131][120/940] lr: 1.951e-01, eta: 14:47:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8917, loss: 2.8917 2020-07-02 09:43:55,167 - mmaction - INFO - Epoch [131][140/940] lr: 1.951e-01, eta: 14:47:06, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 2.9896, loss: 2.9896 2020-07-02 09:44:04,007 - mmaction - INFO - Epoch [131][160/940] lr: 1.951e-01, eta: 14:46:57, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0349, loss: 3.0349 2020-07-02 09:44:12,877 - mmaction - INFO - Epoch [131][180/940] lr: 1.951e-01, eta: 14:46:48, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.7040, loss: 2.7040 2020-07-02 09:44:21,749 - mmaction - INFO - Epoch [131][200/940] lr: 1.951e-01, eta: 14:46:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 2.9255, loss: 2.9255 2020-07-02 09:44:30,592 - mmaction - INFO - Epoch [131][220/940] lr: 1.951e-01, eta: 14:46:30, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.1921, loss: 3.1921 2020-07-02 09:44:39,599 - mmaction - INFO - Epoch [131][240/940] lr: 1.951e-01, eta: 14:46:21, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 2.7922, loss: 2.7922 2020-07-02 09:44:48,480 - mmaction - INFO - Epoch [131][260/940] lr: 1.951e-01, eta: 14:46:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5879, loss: 2.5879 2020-07-02 09:44:57,339 - mmaction - INFO - Epoch [131][280/940] lr: 1.951e-01, eta: 14:46:03, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9188, loss: 2.9188 2020-07-02 09:45:06,646 - mmaction - INFO - Epoch [131][300/940] lr: 1.951e-01, eta: 14:45:54, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.5969, loss_cls: 2.8227, loss: 2.8227 2020-07-02 09:45:15,501 - mmaction - INFO - Epoch [131][320/940] lr: 1.951e-01, eta: 14:45:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.9271, loss: 2.9271 2020-07-02 09:45:24,329 - mmaction - INFO - Epoch [131][340/940] lr: 1.951e-01, eta: 14:45:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.8258, loss: 2.8258 2020-07-02 09:45:33,201 - mmaction - INFO - Epoch [131][360/940] lr: 1.951e-01, eta: 14:45:26, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 2.9680, loss: 2.9680 2020-07-02 09:45:42,068 - mmaction - INFO - Epoch [131][380/940] lr: 1.951e-01, eta: 14:45:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0200, loss: 3.0200 2020-07-02 09:45:50,964 - mmaction - INFO - Epoch [131][400/940] lr: 1.951e-01, eta: 14:45:08, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9650, loss: 2.9650 2020-07-02 09:45:59,816 - mmaction - INFO - Epoch [131][420/940] lr: 1.951e-01, eta: 14:44:59, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.7043, loss: 2.7043 2020-07-02 09:46:08,786 - mmaction - INFO - Epoch [131][440/940] lr: 1.951e-01, eta: 14:44:50, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 2.9437, loss: 2.9437 2020-07-02 09:46:17,670 - mmaction - INFO - Epoch [131][460/940] lr: 1.951e-01, eta: 14:44:41, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6125, loss_cls: 2.9161, loss: 2.9161 2020-07-02 09:46:26,590 - mmaction - INFO - Epoch [131][480/940] lr: 1.951e-01, eta: 14:44:32, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 2.9410, loss: 2.9410 2020-07-02 09:46:35,482 - mmaction - INFO - Epoch [131][500/940] lr: 1.951e-01, eta: 14:44:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6571, loss: 2.6571 2020-07-02 09:46:44,338 - mmaction - INFO - Epoch [131][520/940] lr: 1.951e-01, eta: 14:44:14, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8453, loss: 2.8453 2020-07-02 09:46:53,186 - mmaction - INFO - Epoch [131][540/940] lr: 1.951e-01, eta: 14:44:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7939, loss: 2.7939 2020-07-02 09:47:02,037 - mmaction - INFO - Epoch [131][560/940] lr: 1.951e-01, eta: 14:43:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9967, loss: 2.9967 2020-07-02 09:47:10,982 - mmaction - INFO - Epoch [131][580/940] lr: 1.951e-01, eta: 14:43:46, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6156, loss_cls: 2.8309, loss: 2.8309 2020-07-02 09:47:19,865 - mmaction - INFO - Epoch [131][600/940] lr: 1.951e-01, eta: 14:43:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8345, loss: 2.8345 2020-07-02 09:47:28,714 - mmaction - INFO - Epoch [131][620/940] lr: 1.951e-01, eta: 14:43:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.9366, loss: 2.9366 2020-07-02 09:47:37,550 - mmaction - INFO - Epoch [131][640/940] lr: 1.951e-01, eta: 14:43:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 2.9423, loss: 2.9423 2020-07-02 09:47:46,424 - mmaction - INFO - Epoch [131][660/940] lr: 1.951e-01, eta: 14:43:10, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8729, loss: 2.8729 2020-07-02 09:47:55,268 - mmaction - INFO - Epoch [131][680/940] lr: 1.951e-01, eta: 14:43:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.7485, loss: 2.7485 2020-07-02 09:48:04,121 - mmaction - INFO - Epoch [131][700/940] lr: 1.951e-01, eta: 14:42:51, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.8608, loss: 2.8608 2020-07-02 09:48:13,129 - mmaction - INFO - Epoch [131][720/940] lr: 1.951e-01, eta: 14:42:42, time: 0.450, data_time: 0.012, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.7529, loss: 2.7529 2020-07-02 09:48:22,003 - mmaction - INFO - Epoch [131][740/940] lr: 1.951e-01, eta: 14:42:33, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.9070, loss: 2.9070 2020-07-02 09:48:30,817 - mmaction - INFO - Epoch [131][760/940] lr: 1.951e-01, eta: 14:42:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7993, loss: 2.7993 2020-07-02 09:48:39,668 - mmaction - INFO - Epoch [131][780/940] lr: 1.951e-01, eta: 14:42:15, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8833, loss: 2.8833 2020-07-02 09:48:48,468 - mmaction - INFO - Epoch [131][800/940] lr: 1.951e-01, eta: 14:42:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 2.9983, loss: 2.9983 2020-07-02 09:48:57,333 - mmaction - INFO - Epoch [131][820/940] lr: 1.951e-01, eta: 14:41:57, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6592, loss: 2.6592 2020-07-02 09:49:06,113 - mmaction - INFO - Epoch [131][840/940] lr: 1.951e-01, eta: 14:41:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9878, loss: 2.9878 2020-07-02 09:49:15,020 - mmaction - INFO - Epoch [131][860/940] lr: 1.951e-01, eta: 14:41:38, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0020, loss: 3.0020 2020-07-02 09:49:23,815 - mmaction - INFO - Epoch [131][880/940] lr: 1.951e-01, eta: 14:41:29, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8781, loss: 2.8781 2020-07-02 09:49:32,664 - mmaction - INFO - Epoch [131][900/940] lr: 1.951e-01, eta: 14:41:20, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6344, loss_cls: 2.7053, loss: 2.7053 2020-07-02 09:49:41,706 - mmaction - INFO - Epoch [131][920/940] lr: 1.951e-01, eta: 14:41:11, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7635, loss: 2.7635 2020-07-02 09:49:50,135 - mmaction - INFO - Epoch [131][940/940] lr: 1.951e-01, eta: 14:41:02, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3929, top5_acc: 0.6234, loss_cls: 2.9329, loss: 2.9329 2020-07-02 09:50:04,833 - mmaction - INFO - Epoch [132][20/940] lr: 1.926e-01, eta: 14:40:58, time: 0.718, data_time: 0.269, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.7885, loss: 2.7885 2020-07-02 09:50:13,763 - mmaction - INFO - Epoch [132][40/940] lr: 1.926e-01, eta: 14:40:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.8631, loss: 2.8631 2020-07-02 09:50:22,634 - mmaction - INFO - Epoch [132][60/940] lr: 1.926e-01, eta: 14:40:40, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6062, loss_cls: 2.8569, loss: 2.8569 2020-07-02 09:50:31,940 - mmaction - INFO - Epoch [132][80/940] lr: 1.926e-01, eta: 14:40:31, time: 0.464, data_time: 0.000, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.8457, loss: 2.8457 2020-07-02 09:50:40,785 - mmaction - INFO - Epoch [132][100/940] lr: 1.926e-01, eta: 14:40:22, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5563, loss_cls: 3.0258, loss: 3.0258 2020-07-02 09:50:49,692 - mmaction - INFO - Epoch [132][120/940] lr: 1.926e-01, eta: 14:40:13, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6375, loss_cls: 2.7314, loss: 2.7314 2020-07-02 09:50:58,611 - mmaction - INFO - Epoch [132][140/940] lr: 1.926e-01, eta: 14:40:04, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8915, loss: 2.8915 2020-07-02 09:51:07,502 - mmaction - INFO - Epoch [132][160/940] lr: 1.926e-01, eta: 14:39:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.8539, loss: 2.8539 2020-07-02 09:51:16,360 - mmaction - INFO - Epoch [132][180/940] lr: 1.926e-01, eta: 14:39:45, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.9356, loss: 2.9356 2020-07-02 09:51:25,276 - mmaction - INFO - Epoch [132][200/940] lr: 1.926e-01, eta: 14:39:36, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6281, loss_cls: 2.7838, loss: 2.7838 2020-07-02 09:51:34,106 - mmaction - INFO - Epoch [132][220/940] lr: 1.926e-01, eta: 14:39:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8768, loss: 2.8768 2020-07-02 09:51:43,041 - mmaction - INFO - Epoch [132][240/940] lr: 1.926e-01, eta: 14:39:18, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.6984, loss: 2.6984 2020-07-02 09:51:51,885 - mmaction - INFO - Epoch [132][260/940] lr: 1.926e-01, eta: 14:39:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9676, loss: 2.9676 2020-07-02 09:52:00,726 - mmaction - INFO - Epoch [132][280/940] lr: 1.926e-01, eta: 14:39:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8532, loss: 2.8532 2020-07-02 09:52:09,649 - mmaction - INFO - Epoch [132][300/940] lr: 1.926e-01, eta: 14:38:51, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7874, loss: 2.7874 2020-07-02 09:52:18,523 - mmaction - INFO - Epoch [132][320/940] lr: 1.926e-01, eta: 14:38:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.5938, loss_cls: 2.9025, loss: 2.9025 2020-07-02 09:52:27,389 - mmaction - INFO - Epoch [132][340/940] lr: 1.926e-01, eta: 14:38:32, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9910, loss: 2.9910 2020-07-02 09:52:36,258 - mmaction - INFO - Epoch [132][360/940] lr: 1.926e-01, eta: 14:38:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6469, loss_cls: 2.8408, loss: 2.8408 2020-07-02 09:52:45,065 - mmaction - INFO - Epoch [132][380/940] lr: 1.926e-01, eta: 14:38:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7219, loss: 2.7219 2020-07-02 09:52:53,961 - mmaction - INFO - Epoch [132][400/940] lr: 1.926e-01, eta: 14:38:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7117, loss: 2.7117 2020-07-02 09:53:02,892 - mmaction - INFO - Epoch [132][420/940] lr: 1.926e-01, eta: 14:37:56, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6031, loss_cls: 2.8621, loss: 2.8621 2020-07-02 09:53:11,729 - mmaction - INFO - Epoch [132][440/940] lr: 1.926e-01, eta: 14:37:47, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0377, loss: 3.0377 2020-07-02 09:53:20,677 - mmaction - INFO - Epoch [132][460/940] lr: 1.926e-01, eta: 14:37:38, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 2.9248, loss: 2.9248 2020-07-02 09:53:29,513 - mmaction - INFO - Epoch [132][480/940] lr: 1.926e-01, eta: 14:37:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6438, loss_cls: 2.8162, loss: 2.8162 2020-07-02 09:53:38,328 - mmaction - INFO - Epoch [132][500/940] lr: 1.926e-01, eta: 14:37:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.8420, loss: 2.8420 2020-07-02 09:53:47,189 - mmaction - INFO - Epoch [132][520/940] lr: 1.926e-01, eta: 14:37:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6312, loss_cls: 2.7987, loss: 2.7987 2020-07-02 09:53:56,024 - mmaction - INFO - Epoch [132][540/940] lr: 1.926e-01, eta: 14:37:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.7822, loss: 2.7822 2020-07-02 09:54:04,858 - mmaction - INFO - Epoch [132][560/940] lr: 1.926e-01, eta: 14:36:52, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9121, loss: 2.9121 2020-07-02 09:54:13,713 - mmaction - INFO - Epoch [132][580/940] lr: 1.926e-01, eta: 14:36:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1754, loss: 3.1754 2020-07-02 09:54:22,642 - mmaction - INFO - Epoch [132][600/940] lr: 1.926e-01, eta: 14:36:34, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9571, loss: 2.9571 2020-07-02 09:54:31,606 - mmaction - INFO - Epoch [132][620/940] lr: 1.926e-01, eta: 14:36:25, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 3.1414, loss: 3.1414 2020-07-02 09:54:40,491 - mmaction - INFO - Epoch [132][640/940] lr: 1.926e-01, eta: 14:36:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6094, loss_cls: 2.8425, loss: 2.8425 2020-07-02 09:54:49,411 - mmaction - INFO - Epoch [132][660/940] lr: 1.926e-01, eta: 14:36:07, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6062, loss_cls: 2.8743, loss: 2.8743 2020-07-02 09:54:58,255 - mmaction - INFO - Epoch [132][680/940] lr: 1.926e-01, eta: 14:35:57, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.8243, loss: 2.8243 2020-07-02 09:55:07,121 - mmaction - INFO - Epoch [132][700/940] lr: 1.926e-01, eta: 14:35:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.7822, loss: 2.7822 2020-07-02 09:55:16,005 - mmaction - INFO - Epoch [132][720/940] lr: 1.926e-01, eta: 14:35:39, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9756, loss: 2.9756 2020-07-02 09:55:24,889 - mmaction - INFO - Epoch [132][740/940] lr: 1.926e-01, eta: 14:35:30, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.9355, loss: 2.9355 2020-07-02 09:55:33,746 - mmaction - INFO - Epoch [132][760/940] lr: 1.926e-01, eta: 14:35:21, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 2.9948, loss: 2.9948 2020-07-02 09:55:42,648 - mmaction - INFO - Epoch [132][780/940] lr: 1.926e-01, eta: 14:35:12, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0022, loss: 3.0022 2020-07-02 09:55:51,546 - mmaction - INFO - Epoch [132][800/940] lr: 1.926e-01, eta: 14:35:03, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.8272, loss: 2.8272 2020-07-02 09:56:00,389 - mmaction - INFO - Epoch [132][820/940] lr: 1.926e-01, eta: 14:34:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8578, loss: 2.8578 2020-07-02 09:56:09,295 - mmaction - INFO - Epoch [132][840/940] lr: 1.926e-01, eta: 14:34:45, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6156, loss_cls: 2.7734, loss: 2.7734 2020-07-02 09:56:18,229 - mmaction - INFO - Epoch [132][860/940] lr: 1.926e-01, eta: 14:34:35, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.8235, loss: 2.8235 2020-07-02 09:56:27,129 - mmaction - INFO - Epoch [132][880/940] lr: 1.926e-01, eta: 14:34:26, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5813, loss_cls: 2.9349, loss: 2.9349 2020-07-02 09:56:35,954 - mmaction - INFO - Epoch [132][900/940] lr: 1.926e-01, eta: 14:34:17, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.7513, loss: 2.7513 2020-07-02 09:56:44,870 - mmaction - INFO - Epoch [132][920/940] lr: 1.926e-01, eta: 14:34:08, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8835, loss: 2.8835 2020-07-02 09:56:53,303 - mmaction - INFO - Epoch [132][940/940] lr: 1.926e-01, eta: 14:33:59, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.3799, top5_acc: 0.6266, loss_cls: 2.7782, loss: 2.7782 2020-07-02 09:56:53,618 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-07-02 09:57:07,966 - mmaction - INFO - Epoch [133][20/940] lr: 1.902e-01, eta: 14:33:54, time: 0.662, data_time: 0.216, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9059, loss: 2.9059 2020-07-02 09:57:16,814 - mmaction - INFO - Epoch [133][40/940] lr: 1.902e-01, eta: 14:33:44, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7392, loss: 2.7392 2020-07-02 09:57:25,723 - mmaction - INFO - Epoch [133][60/940] lr: 1.902e-01, eta: 14:33:35, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0719, loss: 3.0719 2020-07-02 09:57:34,587 - mmaction - INFO - Epoch [133][80/940] lr: 1.902e-01, eta: 14:33:26, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.7904, loss: 2.7904 2020-07-02 09:57:43,388 - mmaction - INFO - Epoch [133][100/940] lr: 1.902e-01, eta: 14:33:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9308, loss: 2.9308 2020-07-02 09:57:52,261 - mmaction - INFO - Epoch [133][120/940] lr: 1.902e-01, eta: 14:33:08, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8784, loss: 2.8784 2020-07-02 09:58:01,038 - mmaction - INFO - Epoch [133][140/940] lr: 1.902e-01, eta: 14:32:59, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.9310, loss: 2.9310 2020-07-02 09:58:09,895 - mmaction - INFO - Epoch [133][160/940] lr: 1.902e-01, eta: 14:32:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9762, loss: 2.9762 2020-07-02 09:58:18,707 - mmaction - INFO - Epoch [133][180/940] lr: 1.902e-01, eta: 14:32:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8039, loss: 2.8039 2020-07-02 09:58:28,016 - mmaction - INFO - Epoch [133][200/940] lr: 1.902e-01, eta: 14:32:32, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.7985, loss: 2.7985 2020-07-02 09:58:36,819 - mmaction - INFO - Epoch [133][220/940] lr: 1.902e-01, eta: 14:32:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.8563, loss: 2.8563 2020-07-02 09:58:45,661 - mmaction - INFO - Epoch [133][240/940] lr: 1.902e-01, eta: 14:32:13, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8870, loss: 2.8870 2020-07-02 09:58:54,467 - mmaction - INFO - Epoch [133][260/940] lr: 1.902e-01, eta: 14:32:04, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8581, loss: 2.8581 2020-07-02 09:59:03,321 - mmaction - INFO - Epoch [133][280/940] lr: 1.902e-01, eta: 14:31:55, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8666, loss: 2.8666 2020-07-02 09:59:12,119 - mmaction - INFO - Epoch [133][300/940] lr: 1.902e-01, eta: 14:31:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.7939, loss: 2.7939 2020-07-02 09:59:20,997 - mmaction - INFO - Epoch [133][320/940] lr: 1.902e-01, eta: 14:31:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9542, loss: 2.9542 2020-07-02 09:59:29,818 - mmaction - INFO - Epoch [133][340/940] lr: 1.902e-01, eta: 14:31:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.8380, loss: 2.8380 2020-07-02 09:59:38,651 - mmaction - INFO - Epoch [133][360/940] lr: 1.902e-01, eta: 14:31:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.7815, loss: 2.7815 2020-07-02 09:59:47,443 - mmaction - INFO - Epoch [133][380/940] lr: 1.902e-01, eta: 14:31:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.1489, loss: 3.1489 2020-07-02 09:59:56,231 - mmaction - INFO - Epoch [133][400/940] lr: 1.902e-01, eta: 14:31:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.6583, loss: 2.6583 2020-07-02 10:00:15,155 - mmaction - INFO - Epoch [133][420/940] lr: 1.902e-01, eta: 14:31:00, time: 0.942, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.8782, loss: 2.8782 2020-07-02 10:00:24,130 - mmaction - INFO - Epoch [133][440/940] lr: 1.902e-01, eta: 14:30:51, time: 0.453, data_time: 0.010, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8083, loss: 2.8083 2020-07-02 10:00:32,996 - mmaction - INFO - Epoch [133][460/940] lr: 1.902e-01, eta: 14:30:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6312, loss_cls: 3.0477, loss: 3.0477 2020-07-02 10:00:41,865 - mmaction - INFO - Epoch [133][480/940] lr: 1.902e-01, eta: 14:30:33, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.8825, loss: 2.8825 2020-07-02 10:00:50,659 - mmaction - INFO - Epoch [133][500/940] lr: 1.902e-01, eta: 14:30:24, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9233, loss: 2.9233 2020-07-02 10:00:59,523 - mmaction - INFO - Epoch [133][520/940] lr: 1.902e-01, eta: 14:30:15, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.8122, loss: 2.8122 2020-07-02 10:01:08,373 - mmaction - INFO - Epoch [133][540/940] lr: 1.902e-01, eta: 14:30:06, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.0783, loss: 3.0783 2020-07-02 10:01:17,287 - mmaction - INFO - Epoch [133][560/940] lr: 1.902e-01, eta: 14:29:57, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6250, loss_cls: 2.9657, loss: 2.9657 2020-07-02 10:01:26,123 - mmaction - INFO - Epoch [133][580/940] lr: 1.902e-01, eta: 14:29:47, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0935, loss: 3.0935 2020-07-02 10:01:34,946 - mmaction - INFO - Epoch [133][600/940] lr: 1.902e-01, eta: 14:29:38, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0220, loss: 3.0220 2020-07-02 10:01:43,743 - mmaction - INFO - Epoch [133][620/940] lr: 1.902e-01, eta: 14:29:29, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9963, loss: 2.9963 2020-07-02 10:01:52,584 - mmaction - INFO - Epoch [133][640/940] lr: 1.902e-01, eta: 14:29:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8404, loss: 2.8404 2020-07-02 10:02:01,420 - mmaction - INFO - Epoch [133][660/940] lr: 1.902e-01, eta: 14:29:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8980, loss: 2.8980 2020-07-02 10:02:10,610 - mmaction - INFO - Epoch [133][680/940] lr: 1.902e-01, eta: 14:29:02, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8730, loss: 2.8730 2020-07-02 10:02:19,452 - mmaction - INFO - Epoch [133][700/940] lr: 1.902e-01, eta: 14:28:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6438, loss_cls: 2.6959, loss: 2.6959 2020-07-02 10:02:28,292 - mmaction - INFO - Epoch [133][720/940] lr: 1.902e-01, eta: 14:28:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9225, loss: 2.9225 2020-07-02 10:02:37,107 - mmaction - INFO - Epoch [133][740/940] lr: 1.902e-01, eta: 14:28:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.8260, loss: 2.8260 2020-07-02 10:02:45,909 - mmaction - INFO - Epoch [133][760/940] lr: 1.902e-01, eta: 14:28:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.8634, loss: 2.8634 2020-07-02 10:02:54,703 - mmaction - INFO - Epoch [133][780/940] lr: 1.902e-01, eta: 14:28:16, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0126, loss: 3.0126 2020-07-02 10:03:03,524 - mmaction - INFO - Epoch [133][800/940] lr: 1.902e-01, eta: 14:28:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.9469, loss: 2.9469 2020-07-02 10:03:12,278 - mmaction - INFO - Epoch [133][820/940] lr: 1.902e-01, eta: 14:27:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.8905, loss: 2.8905 2020-07-02 10:03:21,043 - mmaction - INFO - Epoch [133][840/940] lr: 1.902e-01, eta: 14:27:48, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.7573, loss: 2.7573 2020-07-02 10:03:29,826 - mmaction - INFO - Epoch [133][860/940] lr: 1.902e-01, eta: 14:27:39, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.8325, loss: 2.8325 2020-07-02 10:03:39,122 - mmaction - INFO - Epoch [133][880/940] lr: 1.902e-01, eta: 14:27:31, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.8569, loss: 2.8569 2020-07-02 10:03:47,896 - mmaction - INFO - Epoch [133][900/940] lr: 1.902e-01, eta: 14:27:21, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.7855, loss: 2.7855 2020-07-02 10:03:57,044 - mmaction - INFO - Epoch [133][920/940] lr: 1.902e-01, eta: 14:27:12, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8528, loss: 2.8528 2020-07-02 10:04:05,435 - mmaction - INFO - Epoch [133][940/940] lr: 1.902e-01, eta: 14:27:03, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3799, top5_acc: 0.6104, loss_cls: 2.8186, loss: 2.8186 2020-07-02 10:04:23,413 - mmaction - INFO - Epoch [134][20/940] lr: 1.877e-01, eta: 14:27:02, time: 0.878, data_time: 0.383, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9296, loss: 2.9296 2020-07-02 10:04:32,159 - mmaction - INFO - Epoch [134][40/940] lr: 1.877e-01, eta: 14:26:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.7570, loss: 2.7570 2020-07-02 10:04:40,968 - mmaction - INFO - Epoch [134][60/940] lr: 1.877e-01, eta: 14:26:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7248, loss: 2.7248 2020-07-02 10:04:50,147 - mmaction - INFO - Epoch [134][80/940] lr: 1.877e-01, eta: 14:26:35, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.8299, loss: 2.8299 2020-07-02 10:05:01,085 - mmaction - INFO - Epoch [134][100/940] lr: 1.877e-01, eta: 14:26:27, time: 0.547, data_time: 0.025, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9781, loss: 2.9781 2020-07-02 10:05:09,992 - mmaction - INFO - Epoch [134][120/940] lr: 1.877e-01, eta: 14:26:18, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8272, loss: 2.8272 2020-07-02 10:05:19,162 - mmaction - INFO - Epoch [134][140/940] lr: 1.877e-01, eta: 14:26:09, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8127, loss: 2.8127 2020-07-02 10:05:28,076 - mmaction - INFO - Epoch [134][160/940] lr: 1.877e-01, eta: 14:26:00, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.6987, loss: 2.6987 2020-07-02 10:05:36,946 - mmaction - INFO - Epoch [134][180/940] lr: 1.877e-01, eta: 14:25:51, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6194, loss: 2.6194 2020-07-02 10:05:45,768 - mmaction - INFO - Epoch [134][200/940] lr: 1.877e-01, eta: 14:25:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0906, loss: 3.0906 2020-07-02 10:05:54,540 - mmaction - INFO - Epoch [134][220/940] lr: 1.877e-01, eta: 14:25:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7641, loss: 2.7641 2020-07-02 10:06:03,374 - mmaction - INFO - Epoch [134][240/940] lr: 1.877e-01, eta: 14:25:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7894, loss: 2.7894 2020-07-02 10:06:12,194 - mmaction - INFO - Epoch [134][260/940] lr: 1.877e-01, eta: 14:25:15, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.6426, loss: 2.6426 2020-07-02 10:06:20,921 - mmaction - INFO - Epoch [134][280/940] lr: 1.877e-01, eta: 14:25:05, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9683, loss: 2.9683 2020-07-02 10:06:29,797 - mmaction - INFO - Epoch [134][300/940] lr: 1.877e-01, eta: 14:24:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9046, loss: 2.9046 2020-07-02 10:06:38,537 - mmaction - INFO - Epoch [134][320/940] lr: 1.877e-01, eta: 14:24:47, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9231, loss: 2.9231 2020-07-02 10:06:47,360 - mmaction - INFO - Epoch [134][340/940] lr: 1.877e-01, eta: 14:24:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6469, loss_cls: 2.8546, loss: 2.8546 2020-07-02 10:06:56,142 - mmaction - INFO - Epoch [134][360/940] lr: 1.877e-01, eta: 14:24:29, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0924, loss: 3.0924 2020-07-02 10:07:04,898 - mmaction - INFO - Epoch [134][380/940] lr: 1.877e-01, eta: 14:24:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0063, loss: 3.0063 2020-07-02 10:07:13,744 - mmaction - INFO - Epoch [134][400/940] lr: 1.877e-01, eta: 14:24:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.8151, loss: 2.8151 2020-07-02 10:07:22,608 - mmaction - INFO - Epoch [134][420/940] lr: 1.877e-01, eta: 14:24:01, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5702, loss: 2.5702 2020-07-02 10:07:31,401 - mmaction - INFO - Epoch [134][440/940] lr: 1.877e-01, eta: 14:23:52, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7649, loss: 2.7649 2020-07-02 10:07:40,285 - mmaction - INFO - Epoch [134][460/940] lr: 1.877e-01, eta: 14:23:43, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.8907, loss: 2.8907 2020-07-02 10:07:49,144 - mmaction - INFO - Epoch [134][480/940] lr: 1.877e-01, eta: 14:23:34, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6938, loss: 2.6938 2020-07-02 10:07:57,865 - mmaction - INFO - Epoch [134][500/940] lr: 1.877e-01, eta: 14:23:24, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 2.9528, loss: 2.9528 2020-07-02 10:08:07,092 - mmaction - INFO - Epoch [134][520/940] lr: 1.877e-01, eta: 14:23:16, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9543, loss: 2.9543 2020-07-02 10:08:15,832 - mmaction - INFO - Epoch [134][540/940] lr: 1.877e-01, eta: 14:23:06, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6625, loss_cls: 2.8122, loss: 2.8122 2020-07-02 10:08:24,630 - mmaction - INFO - Epoch [134][560/940] lr: 1.877e-01, eta: 14:22:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.8913, loss: 2.8913 2020-07-02 10:08:33,396 - mmaction - INFO - Epoch [134][580/940] lr: 1.877e-01, eta: 14:22:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.0737, loss: 3.0737 2020-07-02 10:08:42,126 - mmaction - INFO - Epoch [134][600/940] lr: 1.877e-01, eta: 14:22:39, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8474, loss: 2.8474 2020-07-02 10:08:50,877 - mmaction - INFO - Epoch [134][620/940] lr: 1.877e-01, eta: 14:22:30, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8736, loss: 2.8736 2020-07-02 10:08:59,652 - mmaction - INFO - Epoch [134][640/940] lr: 1.877e-01, eta: 14:22:20, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9033, loss: 2.9033 2020-07-02 10:09:09,035 - mmaction - INFO - Epoch [134][660/940] lr: 1.877e-01, eta: 14:22:12, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.8291, loss: 2.8291 2020-07-02 10:09:18,040 - mmaction - INFO - Epoch [134][680/940] lr: 1.877e-01, eta: 14:22:03, time: 0.451, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6031, loss_cls: 2.8060, loss: 2.8060 2020-07-02 10:09:26,870 - mmaction - INFO - Epoch [134][700/940] lr: 1.877e-01, eta: 14:21:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.7936, loss: 2.7936 2020-07-02 10:09:35,860 - mmaction - INFO - Epoch [134][720/940] lr: 1.877e-01, eta: 14:21:44, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9931, loss: 2.9931 2020-07-02 10:09:44,652 - mmaction - INFO - Epoch [134][740/940] lr: 1.877e-01, eta: 14:21:35, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6438, loss_cls: 2.7643, loss: 2.7643 2020-07-02 10:09:53,512 - mmaction - INFO - Epoch [134][760/940] lr: 1.877e-01, eta: 14:21:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.7558, loss: 2.7558 2020-07-02 10:10:02,344 - mmaction - INFO - Epoch [134][780/940] lr: 1.877e-01, eta: 14:21:17, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6031, loss_cls: 2.9423, loss: 2.9423 2020-07-02 10:10:11,087 - mmaction - INFO - Epoch [134][800/940] lr: 1.877e-01, eta: 14:21:08, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8619, loss: 2.8619 2020-07-02 10:10:19,802 - mmaction - INFO - Epoch [134][820/940] lr: 1.877e-01, eta: 14:20:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7075, loss: 2.7075 2020-07-02 10:10:28,515 - mmaction - INFO - Epoch [134][840/940] lr: 1.877e-01, eta: 14:20:49, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6777, loss: 2.6777 2020-07-02 10:10:37,292 - mmaction - INFO - Epoch [134][860/940] lr: 1.877e-01, eta: 14:20:40, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0651, loss: 3.0651 2020-07-02 10:10:46,051 - mmaction - INFO - Epoch [134][880/940] lr: 1.877e-01, eta: 14:20:31, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.7680, loss: 2.7680 2020-07-02 10:10:55,378 - mmaction - INFO - Epoch [134][900/940] lr: 1.877e-01, eta: 14:20:22, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9201, loss: 2.9201 2020-07-02 10:11:04,252 - mmaction - INFO - Epoch [134][920/940] lr: 1.877e-01, eta: 14:20:13, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9081, loss: 2.9081 2020-07-02 10:11:12,637 - mmaction - INFO - Epoch [134][940/940] lr: 1.877e-01, eta: 14:20:03, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3539, top5_acc: 0.6266, loss_cls: 2.7697, loss: 2.7697 2020-07-02 10:11:27,249 - mmaction - INFO - Epoch [135][20/940] lr: 1.853e-01, eta: 14:19:59, time: 0.713, data_time: 0.258, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.9142, loss: 2.9142 2020-07-02 10:11:36,134 - mmaction - INFO - Epoch [135][40/940] lr: 1.853e-01, eta: 14:19:50, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9121, loss: 2.9121 2020-07-02 10:11:44,956 - mmaction - INFO - Epoch [135][60/940] lr: 1.853e-01, eta: 14:19:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.2969, top5_acc: 0.6000, loss_cls: 2.9970, loss: 2.9970 2020-07-02 10:11:53,705 - mmaction - INFO - Epoch [135][80/940] lr: 1.853e-01, eta: 14:19:32, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.8198, loss: 2.8198 2020-07-02 10:12:02,422 - mmaction - INFO - Epoch [135][100/940] lr: 1.853e-01, eta: 14:19:23, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6094, loss_cls: 2.9679, loss: 2.9679 2020-07-02 10:12:11,173 - mmaction - INFO - Epoch [135][120/940] lr: 1.853e-01, eta: 14:19:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7558, loss: 2.7558 2020-07-02 10:12:19,971 - mmaction - INFO - Epoch [135][140/940] lr: 1.853e-01, eta: 14:19:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.5891, loss: 2.5891 2020-07-02 10:12:28,766 - mmaction - INFO - Epoch [135][160/940] lr: 1.853e-01, eta: 14:18:55, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6562, loss_cls: 2.5635, loss: 2.5635 2020-07-02 10:12:37,572 - mmaction - INFO - Epoch [135][180/940] lr: 1.853e-01, eta: 14:18:46, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8775, loss: 2.8775 2020-07-02 10:12:46,404 - mmaction - INFO - Epoch [135][200/940] lr: 1.853e-01, eta: 14:18:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 2.9596, loss: 2.9596 2020-07-02 10:12:55,246 - mmaction - INFO - Epoch [135][220/940] lr: 1.853e-01, eta: 14:18:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9241, loss: 2.9241 2020-07-02 10:13:04,057 - mmaction - INFO - Epoch [135][240/940] lr: 1.853e-01, eta: 14:18:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8319, loss: 2.8319 2020-07-02 10:13:12,891 - mmaction - INFO - Epoch [135][260/940] lr: 1.853e-01, eta: 14:18:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7676, loss: 2.7676 2020-07-02 10:13:21,698 - mmaction - INFO - Epoch [135][280/940] lr: 1.853e-01, eta: 14:18:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.7222, loss: 2.7222 2020-07-02 10:13:30,430 - mmaction - INFO - Epoch [135][300/940] lr: 1.853e-01, eta: 14:17:51, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9926, loss: 2.9926 2020-07-02 10:13:39,221 - mmaction - INFO - Epoch [135][320/940] lr: 1.853e-01, eta: 14:17:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8416, loss: 2.8416 2020-07-02 10:13:48,087 - mmaction - INFO - Epoch [135][340/940] lr: 1.853e-01, eta: 14:17:32, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.7380, loss: 2.7380 2020-07-02 10:13:57,320 - mmaction - INFO - Epoch [135][360/940] lr: 1.853e-01, eta: 14:17:24, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6661, loss: 2.6661 2020-07-02 10:14:06,088 - mmaction - INFO - Epoch [135][380/940] lr: 1.853e-01, eta: 14:17:14, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0842, loss: 3.0842 2020-07-02 10:14:15,317 - mmaction - INFO - Epoch [135][400/940] lr: 1.853e-01, eta: 14:17:06, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8649, loss: 2.8649 2020-07-02 10:14:24,136 - mmaction - INFO - Epoch [135][420/940] lr: 1.853e-01, eta: 14:16:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8992, loss: 2.8992 2020-07-02 10:14:32,953 - mmaction - INFO - Epoch [135][440/940] lr: 1.853e-01, eta: 14:16:47, time: 0.441, data_time: 0.007, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9612, loss: 2.9612 2020-07-02 10:14:41,830 - mmaction - INFO - Epoch [135][460/940] lr: 1.853e-01, eta: 14:16:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8762, loss: 2.8762 2020-07-02 10:14:51,109 - mmaction - INFO - Epoch [135][480/940] lr: 1.853e-01, eta: 14:16:29, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.8536, loss: 2.8536 2020-07-02 10:14:59,935 - mmaction - INFO - Epoch [135][500/940] lr: 1.853e-01, eta: 14:16:20, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0099, loss: 3.0099 2020-07-02 10:15:08,807 - mmaction - INFO - Epoch [135][520/940] lr: 1.853e-01, eta: 14:16:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.8509, loss: 2.8509 2020-07-02 10:15:17,565 - mmaction - INFO - Epoch [135][540/940] lr: 1.853e-01, eta: 14:16:02, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 2.9894, loss: 2.9894 2020-07-02 10:15:26,413 - mmaction - INFO - Epoch [135][560/940] lr: 1.853e-01, eta: 14:15:53, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.9778, loss: 2.9778 2020-07-02 10:15:36,617 - mmaction - INFO - Epoch [135][580/940] lr: 1.853e-01, eta: 14:15:45, time: 0.510, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.8358, loss: 2.8358 2020-07-02 10:15:45,555 - mmaction - INFO - Epoch [135][600/940] lr: 1.853e-01, eta: 14:15:36, time: 0.447, data_time: 0.013, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8948, loss: 2.8948 2020-07-02 10:15:54,375 - mmaction - INFO - Epoch [135][620/940] lr: 1.853e-01, eta: 14:15:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8474, loss: 2.8474 2020-07-02 10:16:03,637 - mmaction - INFO - Epoch [135][640/940] lr: 1.853e-01, eta: 14:15:18, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.9576, loss: 2.9576 2020-07-02 10:16:12,452 - mmaction - INFO - Epoch [135][660/940] lr: 1.853e-01, eta: 14:15:09, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8237, loss: 2.8237 2020-07-02 10:16:21,170 - mmaction - INFO - Epoch [135][680/940] lr: 1.853e-01, eta: 14:14:59, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0353, loss: 3.0353 2020-07-02 10:16:29,894 - mmaction - INFO - Epoch [135][700/940] lr: 1.853e-01, eta: 14:14:50, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7211, loss: 2.7211 2020-07-02 10:16:38,708 - mmaction - INFO - Epoch [135][720/940] lr: 1.853e-01, eta: 14:14:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9945, loss: 2.9945 2020-07-02 10:16:47,685 - mmaction - INFO - Epoch [135][740/940] lr: 1.853e-01, eta: 14:14:32, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.6133, loss: 2.6133 2020-07-02 10:16:56,423 - mmaction - INFO - Epoch [135][760/940] lr: 1.853e-01, eta: 14:14:23, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8452, loss: 2.8452 2020-07-02 10:17:05,188 - mmaction - INFO - Epoch [135][780/940] lr: 1.853e-01, eta: 14:14:14, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8219, loss: 2.8219 2020-07-02 10:17:14,038 - mmaction - INFO - Epoch [135][800/940] lr: 1.853e-01, eta: 14:14:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9381, loss: 2.9381 2020-07-02 10:17:22,847 - mmaction - INFO - Epoch [135][820/940] lr: 1.853e-01, eta: 14:13:55, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5437, loss_cls: 3.2192, loss: 3.2192 2020-07-02 10:17:31,692 - mmaction - INFO - Epoch [135][840/940] lr: 1.853e-01, eta: 14:13:46, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6250, loss_cls: 2.7643, loss: 2.7643 2020-07-02 10:17:40,388 - mmaction - INFO - Epoch [135][860/940] lr: 1.853e-01, eta: 14:13:37, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8893, loss: 2.8893 2020-07-02 10:17:49,185 - mmaction - INFO - Epoch [135][880/940] lr: 1.853e-01, eta: 14:13:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.7338, loss: 2.7338 2020-07-02 10:17:58,075 - mmaction - INFO - Epoch [135][900/940] lr: 1.853e-01, eta: 14:13:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9422, loss: 2.9422 2020-07-02 10:18:07,114 - mmaction - INFO - Epoch [135][920/940] lr: 1.853e-01, eta: 14:13:10, time: 0.452, data_time: 0.011, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 2.9265, loss: 2.9265 2020-07-02 10:18:15,493 - mmaction - INFO - Epoch [135][940/940] lr: 1.853e-01, eta: 14:13:00, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.3961, top5_acc: 0.6494, loss_cls: 2.6492, loss: 2.6492 2020-07-02 10:18:37,945 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 10:18:38,814 - mmaction - INFO - top1_acc 0.3938 top5_acc 0.6612 2020-07-02 10:18:38,814 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 10:18:38,938 - mmaction - INFO - mean_acc 0.3937 2020-07-02 10:18:38,947 - mmaction - INFO - Epoch [135][940/940] lr: 1.853e-01, top1_acc: 0.3938, top5_acc: 0.6612, mean_class_accuracy: 0.3937 2020-07-02 10:18:51,950 - mmaction - INFO - Epoch [136][20/940] lr: 1.828e-01, eta: 14:12:55, time: 0.649, data_time: 0.186, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6406, loss_cls: 2.7764, loss: 2.7764 2020-07-02 10:19:00,700 - mmaction - INFO - Epoch [136][40/940] lr: 1.828e-01, eta: 14:12:45, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6156, loss_cls: 2.8375, loss: 2.8375 2020-07-02 10:19:09,457 - mmaction - INFO - Epoch [136][60/940] lr: 1.828e-01, eta: 14:12:36, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7962, loss: 2.7962 2020-07-02 10:19:18,274 - mmaction - INFO - Epoch [136][80/940] lr: 1.828e-01, eta: 14:12:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.5590, loss: 2.5590 2020-07-02 10:19:27,018 - mmaction - INFO - Epoch [136][100/940] lr: 1.828e-01, eta: 14:12:18, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0204, loss: 3.0204 2020-07-02 10:19:35,719 - mmaction - INFO - Epoch [136][120/940] lr: 1.828e-01, eta: 14:12:09, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8421, loss: 2.8421 2020-07-02 10:19:44,533 - mmaction - INFO - Epoch [136][140/940] lr: 1.828e-01, eta: 14:11:59, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7639, loss: 2.7639 2020-07-02 10:19:53,247 - mmaction - INFO - Epoch [136][160/940] lr: 1.828e-01, eta: 14:11:50, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6000, loss_cls: 2.7684, loss: 2.7684 2020-07-02 10:20:02,054 - mmaction - INFO - Epoch [136][180/940] lr: 1.828e-01, eta: 14:11:41, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8772, loss: 2.8772 2020-07-02 10:20:10,868 - mmaction - INFO - Epoch [136][200/940] lr: 1.828e-01, eta: 14:11:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6052, loss: 2.6052 2020-07-02 10:20:19,708 - mmaction - INFO - Epoch [136][220/940] lr: 1.828e-01, eta: 14:11:23, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9320, loss: 2.9320 2020-07-02 10:20:28,517 - mmaction - INFO - Epoch [136][240/940] lr: 1.828e-01, eta: 14:11:13, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6598, loss: 2.6598 2020-07-02 10:20:37,348 - mmaction - INFO - Epoch [136][260/940] lr: 1.828e-01, eta: 14:11:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.6112, loss: 2.6112 2020-07-02 10:20:46,171 - mmaction - INFO - Epoch [136][280/940] lr: 1.828e-01, eta: 14:10:55, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6927, loss: 2.6927 2020-07-02 10:20:54,977 - mmaction - INFO - Epoch [136][300/940] lr: 1.828e-01, eta: 14:10:46, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9012, loss: 2.9012 2020-07-02 10:21:03,753 - mmaction - INFO - Epoch [136][320/940] lr: 1.828e-01, eta: 14:10:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6156, loss_cls: 2.7737, loss: 2.7737 2020-07-02 10:21:12,603 - mmaction - INFO - Epoch [136][340/940] lr: 1.828e-01, eta: 14:10:28, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9244, loss: 2.9244 2020-07-02 10:21:21,394 - mmaction - INFO - Epoch [136][360/940] lr: 1.828e-01, eta: 14:10:18, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.7071, loss: 2.7071 2020-07-02 10:21:30,585 - mmaction - INFO - Epoch [136][380/940] lr: 1.828e-01, eta: 14:10:10, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.7787, loss: 2.7787 2020-07-02 10:21:39,267 - mmaction - INFO - Epoch [136][400/940] lr: 1.828e-01, eta: 14:10:00, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0742, loss: 3.0742 2020-07-02 10:21:48,166 - mmaction - INFO - Epoch [136][420/940] lr: 1.828e-01, eta: 14:09:51, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.8569, loss: 2.8569 2020-07-02 10:21:57,345 - mmaction - INFO - Epoch [136][440/940] lr: 1.828e-01, eta: 14:09:42, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.8924, loss: 2.8924 2020-07-02 10:22:06,211 - mmaction - INFO - Epoch [136][460/940] lr: 1.828e-01, eta: 14:09:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0287, loss: 3.0287 2020-07-02 10:22:14,876 - mmaction - INFO - Epoch [136][480/940] lr: 1.828e-01, eta: 14:09:24, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6250, loss_cls: 2.6700, loss: 2.6700 2020-07-02 10:22:24,095 - mmaction - INFO - Epoch [136][500/940] lr: 1.828e-01, eta: 14:09:15, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.0484, loss: 3.0484 2020-07-02 10:22:32,862 - mmaction - INFO - Epoch [136][520/940] lr: 1.828e-01, eta: 14:09:06, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8943, loss: 2.8943 2020-07-02 10:22:41,695 - mmaction - INFO - Epoch [136][540/940] lr: 1.828e-01, eta: 14:08:57, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.8196, loss: 2.8196 2020-07-02 10:22:50,421 - mmaction - INFO - Epoch [136][560/940] lr: 1.828e-01, eta: 14:08:48, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8258, loss: 2.8258 2020-07-02 10:22:59,255 - mmaction - INFO - Epoch [136][580/940] lr: 1.828e-01, eta: 14:08:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7533, loss: 2.7533 2020-07-02 10:23:08,095 - mmaction - INFO - Epoch [136][600/940] lr: 1.828e-01, eta: 14:08:29, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 2.9824, loss: 2.9824 2020-07-02 10:23:16,889 - mmaction - INFO - Epoch [136][620/940] lr: 1.828e-01, eta: 14:08:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5594, loss_cls: 2.9941, loss: 2.9941 2020-07-02 10:23:25,607 - mmaction - INFO - Epoch [136][640/940] lr: 1.828e-01, eta: 14:08:11, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0491, loss: 3.0491 2020-07-02 10:23:34,427 - mmaction - INFO - Epoch [136][660/940] lr: 1.828e-01, eta: 14:08:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8504, loss: 2.8504 2020-07-02 10:23:43,219 - mmaction - INFO - Epoch [136][680/940] lr: 1.828e-01, eta: 14:07:53, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.9339, loss: 2.9339 2020-07-02 10:23:51,988 - mmaction - INFO - Epoch [136][700/940] lr: 1.828e-01, eta: 14:07:43, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.8470, loss: 2.8470 2020-07-02 10:24:00,804 - mmaction - INFO - Epoch [136][720/940] lr: 1.828e-01, eta: 14:07:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6156, loss_cls: 2.7575, loss: 2.7575 2020-07-02 10:24:09,522 - mmaction - INFO - Epoch [136][740/940] lr: 1.828e-01, eta: 14:07:25, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.0778, loss: 3.0778 2020-07-02 10:24:18,417 - mmaction - INFO - Epoch [136][760/940] lr: 1.828e-01, eta: 14:07:16, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.8543, loss: 2.8543 2020-07-02 10:24:27,114 - mmaction - INFO - Epoch [136][780/940] lr: 1.828e-01, eta: 14:07:07, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8658, loss: 2.8658 2020-07-02 10:24:36,038 - mmaction - INFO - Epoch [136][800/940] lr: 1.828e-01, eta: 14:06:57, time: 0.447, data_time: 0.012, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.7966, loss: 2.7966 2020-07-02 10:24:44,899 - mmaction - INFO - Epoch [136][820/940] lr: 1.828e-01, eta: 14:06:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.5906, loss_cls: 2.9666, loss: 2.9666 2020-07-02 10:24:53,652 - mmaction - INFO - Epoch [136][840/940] lr: 1.828e-01, eta: 14:06:39, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7359, loss: 2.7359 2020-07-02 10:25:02,452 - mmaction - INFO - Epoch [136][860/940] lr: 1.828e-01, eta: 14:06:30, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8528, loss: 2.8528 2020-07-02 10:25:11,165 - mmaction - INFO - Epoch [136][880/940] lr: 1.828e-01, eta: 14:06:21, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.1477, loss: 3.1477 2020-07-02 10:25:20,280 - mmaction - INFO - Epoch [136][900/940] lr: 1.828e-01, eta: 14:06:12, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.8357, loss: 2.8357 2020-07-02 10:25:28,990 - mmaction - INFO - Epoch [136][920/940] lr: 1.828e-01, eta: 14:06:03, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.8361, loss: 2.8361 2020-07-02 10:25:37,432 - mmaction - INFO - Epoch [136][940/940] lr: 1.828e-01, eta: 14:05:53, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.3896, top5_acc: 0.6461, loss_cls: 2.9001, loss: 2.9001 2020-07-02 10:25:37,771 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-07-02 10:25:53,160 - mmaction - INFO - Epoch [137][20/940] lr: 1.804e-01, eta: 14:05:49, time: 0.725, data_time: 0.278, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6584, loss: 2.6584 2020-07-02 10:26:01,958 - mmaction - INFO - Epoch [137][40/940] lr: 1.804e-01, eta: 14:05:40, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.5549, loss: 2.5549 2020-07-02 10:26:15,001 - mmaction - INFO - Epoch [137][60/940] lr: 1.804e-01, eta: 14:05:34, time: 0.648, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.8923, loss: 2.8923 2020-07-02 10:26:23,858 - mmaction - INFO - Epoch [137][80/940] lr: 1.804e-01, eta: 14:05:25, time: 0.447, data_time: 0.006, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.6590, loss: 2.6590 2020-07-02 10:26:33,840 - mmaction - INFO - Epoch [137][100/940] lr: 1.804e-01, eta: 14:05:17, time: 0.499, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.8170, loss: 2.8170 2020-07-02 10:26:42,559 - mmaction - INFO - Epoch [137][120/940] lr: 1.804e-01, eta: 14:05:08, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8627, loss: 2.8627 2020-07-02 10:26:51,329 - mmaction - INFO - Epoch [137][140/940] lr: 1.804e-01, eta: 14:04:59, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.8087, loss: 2.8087 2020-07-02 10:27:00,531 - mmaction - INFO - Epoch [137][160/940] lr: 1.804e-01, eta: 14:04:50, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.7504, loss: 2.7504 2020-07-02 10:27:09,316 - mmaction - INFO - Epoch [137][180/940] lr: 1.804e-01, eta: 14:04:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7049, loss: 2.7049 2020-07-02 10:27:18,486 - mmaction - INFO - Epoch [137][200/940] lr: 1.804e-01, eta: 14:04:32, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8020, loss: 2.8020 2020-07-02 10:27:27,343 - mmaction - INFO - Epoch [137][220/940] lr: 1.804e-01, eta: 14:04:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9385, loss: 2.9385 2020-07-02 10:27:36,165 - mmaction - INFO - Epoch [137][240/940] lr: 1.804e-01, eta: 14:04:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7565, loss: 2.7565 2020-07-02 10:27:44,924 - mmaction - INFO - Epoch [137][260/940] lr: 1.804e-01, eta: 14:04:04, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.8418, loss: 2.8418 2020-07-02 10:27:54,234 - mmaction - INFO - Epoch [137][280/940] lr: 1.804e-01, eta: 14:03:56, time: 0.467, data_time: 0.004, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0279, loss: 3.0279 2020-07-02 10:28:03,006 - mmaction - INFO - Epoch [137][300/940] lr: 1.804e-01, eta: 14:03:46, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 3.0499, loss: 3.0499 2020-07-02 10:28:11,845 - mmaction - INFO - Epoch [137][320/940] lr: 1.804e-01, eta: 14:03:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9350, loss: 2.9350 2020-07-02 10:28:20,638 - mmaction - INFO - Epoch [137][340/940] lr: 1.804e-01, eta: 14:03:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7827, loss: 2.7827 2020-07-02 10:28:29,461 - mmaction - INFO - Epoch [137][360/940] lr: 1.804e-01, eta: 14:03:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6219, loss_cls: 2.6990, loss: 2.6990 2020-07-02 10:28:38,206 - mmaction - INFO - Epoch [137][380/940] lr: 1.804e-01, eta: 14:03:10, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.9955, loss: 2.9955 2020-07-02 10:28:46,924 - mmaction - INFO - Epoch [137][400/940] lr: 1.804e-01, eta: 14:03:00, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.8357, loss: 2.8357 2020-07-02 10:28:55,825 - mmaction - INFO - Epoch [137][420/940] lr: 1.804e-01, eta: 14:02:51, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7724, loss: 2.7724 2020-07-02 10:29:04,632 - mmaction - INFO - Epoch [137][440/940] lr: 1.804e-01, eta: 14:02:42, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.5938, loss_cls: 2.8827, loss: 2.8827 2020-07-02 10:29:13,388 - mmaction - INFO - Epoch [137][460/940] lr: 1.804e-01, eta: 14:02:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5437, loss_cls: 3.1307, loss: 3.1307 2020-07-02 10:29:22,673 - mmaction - INFO - Epoch [137][480/940] lr: 1.804e-01, eta: 14:02:24, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6062, loss_cls: 2.7432, loss: 2.7432 2020-07-02 10:29:31,402 - mmaction - INFO - Epoch [137][500/940] lr: 1.804e-01, eta: 14:02:15, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9572, loss: 2.9572 2020-07-02 10:29:40,224 - mmaction - INFO - Epoch [137][520/940] lr: 1.804e-01, eta: 14:02:06, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9341, loss: 2.9341 2020-07-02 10:29:49,210 - mmaction - INFO - Epoch [137][540/940] lr: 1.804e-01, eta: 14:01:57, time: 0.448, data_time: 0.008, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8703, loss: 2.8703 2020-07-02 10:29:57,948 - mmaction - INFO - Epoch [137][560/940] lr: 1.804e-01, eta: 14:01:48, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 2.9650, loss: 2.9650 2020-07-02 10:30:06,716 - mmaction - INFO - Epoch [137][580/940] lr: 1.804e-01, eta: 14:01:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8440, loss: 2.8440 2020-07-02 10:30:15,375 - mmaction - INFO - Epoch [137][600/940] lr: 1.804e-01, eta: 14:01:29, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 3.0076, loss: 3.0076 2020-07-02 10:30:24,299 - mmaction - INFO - Epoch [137][620/940] lr: 1.804e-01, eta: 14:01:20, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9424, loss: 2.9424 2020-07-02 10:30:33,022 - mmaction - INFO - Epoch [137][640/940] lr: 1.804e-01, eta: 14:01:11, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.8138, loss: 2.8138 2020-07-02 10:30:41,807 - mmaction - INFO - Epoch [137][660/940] lr: 1.804e-01, eta: 14:01:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.7746, loss: 2.7746 2020-07-02 10:30:50,929 - mmaction - INFO - Epoch [137][680/940] lr: 1.804e-01, eta: 14:00:53, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.5906, loss_cls: 2.9180, loss: 2.9180 2020-07-02 10:30:59,771 - mmaction - INFO - Epoch [137][700/940] lr: 1.804e-01, eta: 14:00:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 2.9833, loss: 2.9833 2020-07-02 10:31:08,514 - mmaction - INFO - Epoch [137][720/940] lr: 1.804e-01, eta: 14:00:34, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.8554, loss: 2.8554 2020-07-02 10:31:17,549 - mmaction - INFO - Epoch [137][740/940] lr: 1.804e-01, eta: 14:00:25, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2432, loss: 3.2432 2020-07-02 10:31:26,450 - mmaction - INFO - Epoch [137][760/940] lr: 1.804e-01, eta: 14:00:16, time: 0.464, data_time: 0.028, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9068, loss: 2.9068 2020-07-02 10:31:35,350 - mmaction - INFO - Epoch [137][780/940] lr: 1.804e-01, eta: 14:00:07, time: 0.445, data_time: 0.007, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9019, loss: 2.9019 2020-07-02 10:31:44,606 - mmaction - INFO - Epoch [137][800/940] lr: 1.804e-01, eta: 13:59:58, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6344, loss_cls: 2.7250, loss: 2.7250 2020-07-02 10:31:53,523 - mmaction - INFO - Epoch [137][820/940] lr: 1.804e-01, eta: 13:59:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.8052, loss: 2.8052 2020-07-02 10:32:02,399 - mmaction - INFO - Epoch [137][840/940] lr: 1.804e-01, eta: 13:59:40, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.7760, loss: 2.7760 2020-07-02 10:32:11,629 - mmaction - INFO - Epoch [137][860/940] lr: 1.804e-01, eta: 13:59:31, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8889, loss: 2.8889 2020-07-02 10:32:20,371 - mmaction - INFO - Epoch [137][880/940] lr: 1.804e-01, eta: 13:59:22, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9055, loss: 2.9055 2020-07-02 10:32:29,076 - mmaction - INFO - Epoch [137][900/940] lr: 1.804e-01, eta: 13:59:13, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.5750, loss_cls: 2.9736, loss: 2.9736 2020-07-02 10:32:37,805 - mmaction - INFO - Epoch [137][920/940] lr: 1.804e-01, eta: 13:59:04, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.7220, loss: 2.7220 2020-07-02 10:32:46,315 - mmaction - INFO - Epoch [137][940/940] lr: 1.804e-01, eta: 13:58:54, time: 0.426, data_time: 0.002, memory: 6328, top1_acc: 0.3604, top5_acc: 0.5909, loss_cls: 2.9655, loss: 2.9655 2020-07-02 10:33:00,785 - mmaction - INFO - Epoch [138][20/940] lr: 1.780e-01, eta: 13:58:50, time: 0.706, data_time: 0.265, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6296, loss: 2.6296 2020-07-02 10:33:09,576 - mmaction - INFO - Epoch [138][40/940] lr: 1.780e-01, eta: 13:58:40, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.7728, loss: 2.7728 2020-07-02 10:33:18,315 - mmaction - INFO - Epoch [138][60/940] lr: 1.780e-01, eta: 13:58:31, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9376, loss: 2.9376 2020-07-02 10:33:27,131 - mmaction - INFO - Epoch [138][80/940] lr: 1.780e-01, eta: 13:58:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6745, loss: 2.6745 2020-07-02 10:33:35,945 - mmaction - INFO - Epoch [138][100/940] lr: 1.780e-01, eta: 13:58:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9094, loss: 2.9094 2020-07-02 10:33:44,707 - mmaction - INFO - Epoch [138][120/940] lr: 1.780e-01, eta: 13:58:04, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8232, loss: 2.8232 2020-07-02 10:33:53,720 - mmaction - INFO - Epoch [138][140/940] lr: 1.780e-01, eta: 13:57:55, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8125, loss: 2.8125 2020-07-02 10:34:02,442 - mmaction - INFO - Epoch [138][160/940] lr: 1.780e-01, eta: 13:57:45, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 2.9001, loss: 2.9001 2020-07-02 10:34:11,723 - mmaction - INFO - Epoch [138][180/940] lr: 1.780e-01, eta: 13:57:37, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 2.9996, loss: 2.9996 2020-07-02 10:34:20,491 - mmaction - INFO - Epoch [138][200/940] lr: 1.780e-01, eta: 13:57:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8145, loss: 2.8145 2020-07-02 10:34:29,330 - mmaction - INFO - Epoch [138][220/940] lr: 1.780e-01, eta: 13:57:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6281, loss_cls: 2.8664, loss: 2.8664 2020-07-02 10:34:38,648 - mmaction - INFO - Epoch [138][240/940] lr: 1.780e-01, eta: 13:57:10, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.6432, loss: 2.6432 2020-07-02 10:34:47,486 - mmaction - INFO - Epoch [138][260/940] lr: 1.780e-01, eta: 13:57:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8770, loss: 2.8770 2020-07-02 10:34:56,280 - mmaction - INFO - Epoch [138][280/940] lr: 1.780e-01, eta: 13:56:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.8012, loss: 2.8012 2020-07-02 10:35:13,774 - mmaction - INFO - Epoch [138][300/940] lr: 1.780e-01, eta: 13:56:50, time: 0.874, data_time: 0.084, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6539, loss: 2.6539 2020-07-02 10:35:23,551 - mmaction - INFO - Epoch [138][320/940] lr: 1.780e-01, eta: 13:56:41, time: 0.490, data_time: 0.002, memory: 6328, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.1076, loss: 3.1076 2020-07-02 10:35:32,324 - mmaction - INFO - Epoch [138][340/940] lr: 1.780e-01, eta: 13:56:32, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8703, loss: 2.8703 2020-07-02 10:35:41,735 - mmaction - INFO - Epoch [138][360/940] lr: 1.780e-01, eta: 13:56:24, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7790, loss: 2.7790 2020-07-02 10:35:50,538 - mmaction - INFO - Epoch [138][380/940] lr: 1.780e-01, eta: 13:56:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8637, loss: 2.8637 2020-07-02 10:35:59,902 - mmaction - INFO - Epoch [138][400/940] lr: 1.780e-01, eta: 13:56:06, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5750, loss_cls: 2.9484, loss: 2.9484 2020-07-02 10:36:08,662 - mmaction - INFO - Epoch [138][420/940] lr: 1.780e-01, eta: 13:55:56, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.8254, loss: 2.8254 2020-07-02 10:36:17,439 - mmaction - INFO - Epoch [138][440/940] lr: 1.780e-01, eta: 13:55:47, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0360, loss: 3.0360 2020-07-02 10:36:26,191 - mmaction - INFO - Epoch [138][460/940] lr: 1.780e-01, eta: 13:55:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7698, loss: 2.7698 2020-07-02 10:36:34,953 - mmaction - INFO - Epoch [138][480/940] lr: 1.780e-01, eta: 13:55:29, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7271, loss: 2.7271 2020-07-02 10:36:44,192 - mmaction - INFO - Epoch [138][500/940] lr: 1.780e-01, eta: 13:55:20, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9458, loss: 2.9458 2020-07-02 10:36:52,960 - mmaction - INFO - Epoch [138][520/940] lr: 1.780e-01, eta: 13:55:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0940, loss: 3.0940 2020-07-02 10:37:02,308 - mmaction - INFO - Epoch [138][540/940] lr: 1.780e-01, eta: 13:55:02, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.7801, loss: 2.7801 2020-07-02 10:37:11,072 - mmaction - INFO - Epoch [138][560/940] lr: 1.780e-01, eta: 13:54:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8223, loss: 2.8223 2020-07-02 10:37:19,899 - mmaction - INFO - Epoch [138][580/940] lr: 1.780e-01, eta: 13:54:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.8408, loss: 2.8408 2020-07-02 10:37:28,592 - mmaction - INFO - Epoch [138][600/940] lr: 1.780e-01, eta: 13:54:34, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.7352, loss: 2.7352 2020-07-02 10:37:37,856 - mmaction - INFO - Epoch [138][620/940] lr: 1.780e-01, eta: 13:54:26, time: 0.463, data_time: 0.000, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8575, loss: 2.8575 2020-07-02 10:37:46,738 - mmaction - INFO - Epoch [138][640/940] lr: 1.780e-01, eta: 13:54:17, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5719, loss_cls: 2.9579, loss: 2.9579 2020-07-02 10:37:55,461 - mmaction - INFO - Epoch [138][660/940] lr: 1.780e-01, eta: 13:54:07, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8031, loss: 2.8031 2020-07-02 10:38:04,823 - mmaction - INFO - Epoch [138][680/940] lr: 1.780e-01, eta: 13:53:59, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.4151, loss: 2.4151 2020-07-02 10:38:14,115 - mmaction - INFO - Epoch [138][700/940] lr: 1.780e-01, eta: 13:53:50, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.8750, loss: 2.8750 2020-07-02 10:38:22,802 - mmaction - INFO - Epoch [138][720/940] lr: 1.780e-01, eta: 13:53:41, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6188, loss_cls: 2.7838, loss: 2.7838 2020-07-02 10:38:32,148 - mmaction - INFO - Epoch [138][740/940] lr: 1.780e-01, eta: 13:53:32, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.8913, loss: 2.8913 2020-07-02 10:38:40,913 - mmaction - INFO - Epoch [138][760/940] lr: 1.780e-01, eta: 13:53:23, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.7454, loss: 2.7454 2020-07-02 10:38:49,642 - mmaction - INFO - Epoch [138][780/940] lr: 1.780e-01, eta: 13:53:13, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6656, loss_cls: 2.7226, loss: 2.7226 2020-07-02 10:38:58,482 - mmaction - INFO - Epoch [138][800/940] lr: 1.780e-01, eta: 13:53:04, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7303, loss: 2.7303 2020-07-02 10:39:07,247 - mmaction - INFO - Epoch [138][820/940] lr: 1.780e-01, eta: 13:52:55, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6862, loss: 2.6862 2020-07-02 10:39:15,903 - mmaction - INFO - Epoch [138][840/940] lr: 1.780e-01, eta: 13:52:46, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8820, loss: 2.8820 2020-07-02 10:39:31,241 - mmaction - INFO - Epoch [138][860/940] lr: 1.780e-01, eta: 13:52:42, time: 0.766, data_time: 0.069, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.7622, loss: 2.7622 2020-07-02 10:39:40,598 - mmaction - INFO - Epoch [138][880/940] lr: 1.780e-01, eta: 13:52:34, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8180, loss: 2.8180 2020-07-02 10:39:49,565 - mmaction - INFO - Epoch [138][900/940] lr: 1.780e-01, eta: 13:52:25, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8665, loss: 2.8665 2020-07-02 10:39:58,352 - mmaction - INFO - Epoch [138][920/940] lr: 1.780e-01, eta: 13:52:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7115, loss: 2.7115 2020-07-02 10:40:06,764 - mmaction - INFO - Epoch [138][940/940] lr: 1.780e-01, eta: 13:52:06, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3474, top5_acc: 0.6039, loss_cls: 2.8647, loss: 2.8647 2020-07-02 10:40:32,215 - mmaction - INFO - Epoch [139][20/940] lr: 1.755e-01, eta: 13:52:11, time: 1.253, data_time: 0.798, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8457, loss: 2.8457 2020-07-02 10:40:40,980 - mmaction - INFO - Epoch [139][40/940] lr: 1.755e-01, eta: 13:52:01, time: 0.439, data_time: 0.004, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8673, loss: 2.8673 2020-07-02 10:40:49,885 - mmaction - INFO - Epoch [139][60/940] lr: 1.755e-01, eta: 13:51:52, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6250, loss: 2.6250 2020-07-02 10:40:59,667 - mmaction - INFO - Epoch [139][80/940] lr: 1.755e-01, eta: 13:51:44, time: 0.488, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6250, loss_cls: 2.8533, loss: 2.8533 2020-07-02 10:41:08,553 - mmaction - INFO - Epoch [139][100/940] lr: 1.755e-01, eta: 13:51:35, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6178, loss: 2.6178 2020-07-02 10:41:17,817 - mmaction - INFO - Epoch [139][120/940] lr: 1.755e-01, eta: 13:51:26, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8738, loss: 2.8738 2020-07-02 10:41:26,604 - mmaction - INFO - Epoch [139][140/940] lr: 1.755e-01, eta: 13:51:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9146, loss: 2.9146 2020-07-02 10:41:35,821 - mmaction - INFO - Epoch [139][160/940] lr: 1.755e-01, eta: 13:51:08, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.7579, loss: 2.7579 2020-07-02 10:41:44,707 - mmaction - INFO - Epoch [139][180/940] lr: 1.755e-01, eta: 13:50:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6062, loss_cls: 2.7156, loss: 2.7156 2020-07-02 10:41:53,448 - mmaction - INFO - Epoch [139][200/940] lr: 1.755e-01, eta: 13:50:50, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.6549, loss: 2.6549 2020-07-02 10:42:03,299 - mmaction - INFO - Epoch [139][220/940] lr: 1.755e-01, eta: 13:50:41, time: 0.492, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6562, loss_cls: 2.7255, loss: 2.7255 2020-07-02 10:42:12,071 - mmaction - INFO - Epoch [139][240/940] lr: 1.755e-01, eta: 13:50:32, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9660, loss: 2.9660 2020-07-02 10:42:20,893 - mmaction - INFO - Epoch [139][260/940] lr: 1.755e-01, eta: 13:50:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9125, loss: 2.9125 2020-07-02 10:42:29,664 - mmaction - INFO - Epoch [139][280/940] lr: 1.755e-01, eta: 13:50:14, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.8538, loss: 2.8538 2020-07-02 10:42:39,039 - mmaction - INFO - Epoch [139][300/940] lr: 1.755e-01, eta: 13:50:05, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.9446, loss: 2.9446 2020-07-02 10:42:48,332 - mmaction - INFO - Epoch [139][320/940] lr: 1.755e-01, eta: 13:49:56, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0060, loss: 3.0060 2020-07-02 10:42:57,091 - mmaction - INFO - Epoch [139][340/940] lr: 1.755e-01, eta: 13:49:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8285, loss: 2.8285 2020-07-02 10:43:05,996 - mmaction - INFO - Epoch [139][360/940] lr: 1.755e-01, eta: 13:49:38, time: 0.445, data_time: 0.007, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6959, loss: 2.6959 2020-07-02 10:43:15,293 - mmaction - INFO - Epoch [139][380/940] lr: 1.755e-01, eta: 13:49:29, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9043, loss: 2.9043 2020-07-02 10:43:24,009 - mmaction - INFO - Epoch [139][400/940] lr: 1.755e-01, eta: 13:49:20, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0160, loss: 3.0160 2020-07-02 10:43:32,790 - mmaction - INFO - Epoch [139][420/940] lr: 1.755e-01, eta: 13:49:11, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.8028, loss: 2.8028 2020-07-02 10:43:41,964 - mmaction - INFO - Epoch [139][440/940] lr: 1.755e-01, eta: 13:49:02, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6955, loss: 2.6955 2020-07-02 10:43:50,771 - mmaction - INFO - Epoch [139][460/940] lr: 1.755e-01, eta: 13:48:53, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8537, loss: 2.8537 2020-07-02 10:43:59,516 - mmaction - INFO - Epoch [139][480/940] lr: 1.755e-01, eta: 13:48:44, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6406, loss_cls: 2.6824, loss: 2.6824 2020-07-02 10:44:08,315 - mmaction - INFO - Epoch [139][500/940] lr: 1.755e-01, eta: 13:48:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6344, loss_cls: 2.6382, loss: 2.6382 2020-07-02 10:44:17,024 - mmaction - INFO - Epoch [139][520/940] lr: 1.755e-01, eta: 13:48:25, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0000, loss: 3.0000 2020-07-02 10:44:26,364 - mmaction - INFO - Epoch [139][540/940] lr: 1.755e-01, eta: 13:48:16, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6817, loss: 2.6817 2020-07-02 10:44:35,180 - mmaction - INFO - Epoch [139][560/940] lr: 1.755e-01, eta: 13:48:07, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8584, loss: 2.8584 2020-07-02 10:44:47,224 - mmaction - INFO - Epoch [139][580/940] lr: 1.755e-01, eta: 13:48:01, time: 0.602, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6531, loss_cls: 2.6673, loss: 2.6673 2020-07-02 10:44:55,920 - mmaction - INFO - Epoch [139][600/940] lr: 1.755e-01, eta: 13:47:52, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9559, loss: 2.9559 2020-07-02 10:45:04,955 - mmaction - INFO - Epoch [139][620/940] lr: 1.755e-01, eta: 13:47:43, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.9237, loss: 2.9237 2020-07-02 10:45:13,691 - mmaction - INFO - Epoch [139][640/940] lr: 1.755e-01, eta: 13:47:33, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8597, loss: 2.8597 2020-07-02 10:45:22,871 - mmaction - INFO - Epoch [139][660/940] lr: 1.755e-01, eta: 13:47:25, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8066, loss: 2.8066 2020-07-02 10:45:31,676 - mmaction - INFO - Epoch [139][680/940] lr: 1.755e-01, eta: 13:47:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6281, loss_cls: 2.6780, loss: 2.6780 2020-07-02 10:45:40,824 - mmaction - INFO - Epoch [139][700/940] lr: 1.755e-01, eta: 13:47:06, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6593, loss: 2.6593 2020-07-02 10:45:49,946 - mmaction - INFO - Epoch [139][720/940] lr: 1.755e-01, eta: 13:46:58, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6687, loss_cls: 2.7187, loss: 2.7187 2020-07-02 10:45:58,692 - mmaction - INFO - Epoch [139][740/940] lr: 1.755e-01, eta: 13:46:48, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.9265, loss: 2.9265 2020-07-02 10:46:07,557 - mmaction - INFO - Epoch [139][760/940] lr: 1.755e-01, eta: 13:46:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 3.0059, loss: 3.0059 2020-07-02 10:46:16,817 - mmaction - INFO - Epoch [139][780/940] lr: 1.755e-01, eta: 13:46:30, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.9185, loss: 2.9185 2020-07-02 10:46:26,028 - mmaction - INFO - Epoch [139][800/940] lr: 1.755e-01, eta: 13:46:22, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7580, loss: 2.7580 2020-07-02 10:46:34,758 - mmaction - INFO - Epoch [139][820/940] lr: 1.755e-01, eta: 13:46:12, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7297, loss: 2.7297 2020-07-02 10:46:43,518 - mmaction - INFO - Epoch [139][840/940] lr: 1.755e-01, eta: 13:46:03, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.7094, loss_cls: 2.5747, loss: 2.5747 2020-07-02 10:46:52,525 - mmaction - INFO - Epoch [139][860/940] lr: 1.755e-01, eta: 13:45:54, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.8659, loss: 2.8659 2020-07-02 10:47:01,311 - mmaction - INFO - Epoch [139][880/940] lr: 1.755e-01, eta: 13:45:45, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.1126, loss: 3.1126 2020-07-02 10:47:10,199 - mmaction - INFO - Epoch [139][900/940] lr: 1.755e-01, eta: 13:45:36, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.8066, loss: 2.8066 2020-07-02 10:47:18,940 - mmaction - INFO - Epoch [139][920/940] lr: 1.755e-01, eta: 13:45:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.8393, loss: 2.8393 2020-07-02 10:47:27,462 - mmaction - INFO - Epoch [139][940/940] lr: 1.755e-01, eta: 13:45:17, time: 0.427, data_time: 0.002, memory: 6328, top1_acc: 0.3377, top5_acc: 0.6494, loss_cls: 2.7803, loss: 2.7803 2020-07-02 10:47:42,023 - mmaction - INFO - Epoch [140][20/940] lr: 1.731e-01, eta: 13:45:13, time: 0.709, data_time: 0.271, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.1184, loss: 3.1184 2020-07-02 10:47:50,898 - mmaction - INFO - Epoch [140][40/940] lr: 1.731e-01, eta: 13:45:03, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8314, loss: 2.8314 2020-07-02 10:47:59,668 - mmaction - INFO - Epoch [140][60/940] lr: 1.731e-01, eta: 13:44:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9246, loss: 2.9246 2020-07-02 10:48:09,060 - mmaction - INFO - Epoch [140][80/940] lr: 1.731e-01, eta: 13:44:46, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.7844, loss: 2.7844 2020-07-02 10:48:17,824 - mmaction - INFO - Epoch [140][100/940] lr: 1.731e-01, eta: 13:44:36, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6625, loss_cls: 2.5572, loss: 2.5572 2020-07-02 10:48:31,739 - mmaction - INFO - Epoch [140][120/940] lr: 1.731e-01, eta: 13:44:32, time: 0.696, data_time: 0.104, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0761, loss: 3.0761 2020-07-02 10:48:41,200 - mmaction - INFO - Epoch [140][140/940] lr: 1.731e-01, eta: 13:44:23, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.5549, loss: 2.5549 2020-07-02 10:48:49,953 - mmaction - INFO - Epoch [140][160/940] lr: 1.731e-01, eta: 13:44:14, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.6984, loss: 2.6984 2020-07-02 10:48:59,311 - mmaction - INFO - Epoch [140][180/940] lr: 1.731e-01, eta: 13:44:05, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8009, loss: 2.8009 2020-07-02 10:49:08,034 - mmaction - INFO - Epoch [140][200/940] lr: 1.731e-01, eta: 13:43:56, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6094, loss_cls: 2.9097, loss: 2.9097 2020-07-02 10:49:17,189 - mmaction - INFO - Epoch [140][220/940] lr: 1.731e-01, eta: 13:43:47, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6531, loss_cls: 2.7821, loss: 2.7821 2020-07-02 10:49:25,940 - mmaction - INFO - Epoch [140][240/940] lr: 1.731e-01, eta: 13:43:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5719, loss_cls: 2.9272, loss: 2.9272 2020-07-02 10:49:35,225 - mmaction - INFO - Epoch [140][260/940] lr: 1.731e-01, eta: 13:43:29, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.7981, loss: 2.7981 2020-07-02 10:49:43,941 - mmaction - INFO - Epoch [140][280/940] lr: 1.731e-01, eta: 13:43:20, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6156, loss_cls: 2.7272, loss: 2.7272 2020-07-02 10:49:52,806 - mmaction - INFO - Epoch [140][300/940] lr: 1.731e-01, eta: 13:43:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.6862, loss: 2.6862 2020-07-02 10:50:01,675 - mmaction - INFO - Epoch [140][320/940] lr: 1.731e-01, eta: 13:43:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6719, loss_cls: 2.7580, loss: 2.7580 2020-07-02 10:50:10,467 - mmaction - INFO - Epoch [140][340/940] lr: 1.731e-01, eta: 13:42:52, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.6905, loss: 2.6905 2020-07-02 10:50:20,178 - mmaction - INFO - Epoch [140][360/940] lr: 1.731e-01, eta: 13:42:44, time: 0.486, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6832, loss: 2.6832 2020-07-02 10:50:28,901 - mmaction - INFO - Epoch [140][380/940] lr: 1.731e-01, eta: 13:42:34, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.8110, loss: 2.8110 2020-07-02 10:50:37,684 - mmaction - INFO - Epoch [140][400/940] lr: 1.731e-01, eta: 13:42:25, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7262, loss: 2.7262 2020-07-02 10:50:46,915 - mmaction - INFO - Epoch [140][420/940] lr: 1.731e-01, eta: 13:42:16, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9298, loss: 2.9298 2020-07-02 10:50:55,669 - mmaction - INFO - Epoch [140][440/940] lr: 1.731e-01, eta: 13:42:07, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7479, loss: 2.7479 2020-07-02 10:51:04,513 - mmaction - INFO - Epoch [140][460/940] lr: 1.731e-01, eta: 13:41:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.7150, loss: 2.7150 2020-07-02 10:51:13,465 - mmaction - INFO - Epoch [140][480/940] lr: 1.731e-01, eta: 13:41:49, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.5888, loss: 2.5888 2020-07-02 10:51:22,262 - mmaction - INFO - Epoch [140][500/940] lr: 1.731e-01, eta: 13:41:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9428, loss: 2.9428 2020-07-02 10:51:31,180 - mmaction - INFO - Epoch [140][520/940] lr: 1.731e-01, eta: 13:41:31, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.8801, loss: 2.8801 2020-07-02 10:51:39,971 - mmaction - INFO - Epoch [140][540/940] lr: 1.731e-01, eta: 13:41:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.6579, loss: 2.6579 2020-07-02 10:51:48,709 - mmaction - INFO - Epoch [140][560/940] lr: 1.731e-01, eta: 13:41:12, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7785, loss: 2.7785 2020-07-02 10:51:57,961 - mmaction - INFO - Epoch [140][580/940] lr: 1.731e-01, eta: 13:41:04, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8977, loss: 2.8977 2020-07-02 10:52:06,722 - mmaction - INFO - Epoch [140][600/940] lr: 1.731e-01, eta: 13:40:54, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5781, loss_cls: 3.0550, loss: 3.0550 2020-07-02 10:52:15,980 - mmaction - INFO - Epoch [140][620/940] lr: 1.731e-01, eta: 13:40:46, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.7302, loss: 2.7302 2020-07-02 10:52:24,732 - mmaction - INFO - Epoch [140][640/940] lr: 1.731e-01, eta: 13:40:36, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.6597, loss: 2.6597 2020-07-02 10:52:33,470 - mmaction - INFO - Epoch [140][660/940] lr: 1.731e-01, eta: 13:40:27, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6406, loss_cls: 2.9623, loss: 2.9623 2020-07-02 10:52:42,243 - mmaction - INFO - Epoch [140][680/940] lr: 1.731e-01, eta: 13:40:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.8509, loss: 2.8509 2020-07-02 10:52:51,438 - mmaction - INFO - Epoch [140][700/940] lr: 1.731e-01, eta: 13:40:09, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7984, loss: 2.7984 2020-07-02 10:53:00,176 - mmaction - INFO - Epoch [140][720/940] lr: 1.731e-01, eta: 13:40:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.9186, loss: 2.9186 2020-07-02 10:53:14,252 - mmaction - INFO - Epoch [140][740/940] lr: 1.731e-01, eta: 13:39:55, time: 0.703, data_time: 0.024, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6281, loss_cls: 2.9334, loss: 2.9334 2020-07-02 10:53:23,097 - mmaction - INFO - Epoch [140][760/940] lr: 1.731e-01, eta: 13:39:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.7931, loss: 2.7931 2020-07-02 10:53:31,914 - mmaction - INFO - Epoch [140][780/940] lr: 1.731e-01, eta: 13:39:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9403, loss: 2.9403 2020-07-02 10:53:40,742 - mmaction - INFO - Epoch [140][800/940] lr: 1.731e-01, eta: 13:39:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8261, loss: 2.8261 2020-07-02 10:53:50,081 - mmaction - INFO - Epoch [140][820/940] lr: 1.731e-01, eta: 13:39:19, time: 0.466, data_time: 0.000, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.9284, loss: 2.9284 2020-07-02 10:53:58,929 - mmaction - INFO - Epoch [140][840/940] lr: 1.731e-01, eta: 13:39:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.7603, loss: 2.7603 2020-07-02 10:54:08,088 - mmaction - INFO - Epoch [140][860/940] lr: 1.731e-01, eta: 13:39:01, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5625, loss_cls: 3.0221, loss: 3.0221 2020-07-02 10:54:16,902 - mmaction - INFO - Epoch [140][880/940] lr: 1.731e-01, eta: 13:38:52, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7425, loss: 2.7425 2020-07-02 10:54:25,701 - mmaction - INFO - Epoch [140][900/940] lr: 1.731e-01, eta: 13:38:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.8884, loss: 2.8884 2020-07-02 10:54:34,844 - mmaction - INFO - Epoch [140][920/940] lr: 1.731e-01, eta: 13:38:34, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.8180, loss: 2.8180 2020-07-02 10:54:43,612 - mmaction - INFO - Epoch [140][940/940] lr: 1.731e-01, eta: 13:38:24, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3571, top5_acc: 0.6136, loss_cls: 2.8825, loss: 2.8825 2020-07-02 10:54:43,945 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-07-02 10:55:01,094 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 10:55:01,967 - mmaction - INFO - top1_acc 0.4225 top5_acc 0.6918 2020-07-02 10:55:01,967 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 10:55:02,024 - mmaction - INFO - mean_acc 0.4223 2020-07-02 10:55:02,034 - mmaction - INFO - Epoch [140][940/940] lr: 1.731e-01, top1_acc: 0.4225, top5_acc: 0.6918, mean_class_accuracy: 0.4223 2020-07-02 10:55:15,176 - mmaction - INFO - Epoch [141][20/940] lr: 1.707e-01, eta: 13:38:19, time: 0.656, data_time: 0.199, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9404, loss: 2.9404 2020-07-02 10:55:23,986 - mmaction - INFO - Epoch [141][40/940] lr: 1.707e-01, eta: 13:38:10, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9172, loss: 2.9172 2020-07-02 10:55:33,164 - mmaction - INFO - Epoch [141][60/940] lr: 1.707e-01, eta: 13:38:01, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7192, loss: 2.7192 2020-07-02 10:55:41,914 - mmaction - INFO - Epoch [141][80/940] lr: 1.707e-01, eta: 13:37:52, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6625, loss_cls: 2.6145, loss: 2.6145 2020-07-02 10:55:50,638 - mmaction - INFO - Epoch [141][100/940] lr: 1.707e-01, eta: 13:37:42, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8435, loss: 2.8435 2020-07-02 10:56:00,391 - mmaction - INFO - Epoch [141][120/940] lr: 1.707e-01, eta: 13:37:34, time: 0.487, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 3.0518, loss: 3.0518 2020-07-02 10:56:09,167 - mmaction - INFO - Epoch [141][140/940] lr: 1.707e-01, eta: 13:37:25, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7576, loss: 2.7576 2020-07-02 10:56:24,847 - mmaction - INFO - Epoch [141][160/940] lr: 1.707e-01, eta: 13:37:21, time: 0.784, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8955, loss: 2.8955 2020-07-02 10:56:33,635 - mmaction - INFO - Epoch [141][180/940] lr: 1.707e-01, eta: 13:37:12, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8737, loss: 2.8737 2020-07-02 10:56:42,455 - mmaction - INFO - Epoch [141][200/940] lr: 1.707e-01, eta: 13:37:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.5677, loss: 2.5677 2020-07-02 10:56:51,841 - mmaction - INFO - Epoch [141][220/940] lr: 1.707e-01, eta: 13:36:54, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.7821, loss: 2.7821 2020-07-02 10:57:01,038 - mmaction - INFO - Epoch [141][240/940] lr: 1.707e-01, eta: 13:36:45, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.7564, loss: 2.7564 2020-07-02 10:57:10,130 - mmaction - INFO - Epoch [141][260/940] lr: 1.707e-01, eta: 13:36:36, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0950, loss: 3.0950 2020-07-02 10:57:19,020 - mmaction - INFO - Epoch [141][280/940] lr: 1.707e-01, eta: 13:36:27, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.7870, loss: 2.7870 2020-07-02 10:57:27,800 - mmaction - INFO - Epoch [141][300/940] lr: 1.707e-01, eta: 13:36:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8588, loss: 2.8588 2020-07-02 10:57:36,607 - mmaction - INFO - Epoch [141][320/940] lr: 1.707e-01, eta: 13:36:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.6591, loss: 2.6591 2020-07-02 10:57:45,429 - mmaction - INFO - Epoch [141][340/940] lr: 1.707e-01, eta: 13:36:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.9873, loss: 2.9873 2020-07-02 10:57:54,262 - mmaction - INFO - Epoch [141][360/940] lr: 1.707e-01, eta: 13:35:51, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5563, loss_cls: 2.9286, loss: 2.9286 2020-07-02 10:58:03,159 - mmaction - INFO - Epoch [141][380/940] lr: 1.707e-01, eta: 13:35:41, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9140, loss: 2.9140 2020-07-02 10:58:12,539 - mmaction - INFO - Epoch [141][400/940] lr: 1.707e-01, eta: 13:35:33, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.6952, loss: 2.6952 2020-07-02 10:58:21,314 - mmaction - INFO - Epoch [141][420/940] lr: 1.707e-01, eta: 13:35:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.8004, loss: 2.8004 2020-07-02 10:58:30,219 - mmaction - INFO - Epoch [141][440/940] lr: 1.707e-01, eta: 13:35:14, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7961, loss: 2.7961 2020-07-02 10:58:40,796 - mmaction - INFO - Epoch [141][460/940] lr: 1.707e-01, eta: 13:35:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.7600, loss: 2.7600 2020-07-02 10:58:52,922 - mmaction - INFO - Epoch [141][480/940] lr: 1.707e-01, eta: 13:35:00, time: 0.697, data_time: 0.168, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.7930, loss: 2.7930 2020-07-02 10:59:01,941 - mmaction - INFO - Epoch [141][500/940] lr: 1.707e-01, eta: 13:34:51, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7558, loss: 2.7558 2020-07-02 10:59:11,135 - mmaction - INFO - Epoch [141][520/940] lr: 1.707e-01, eta: 13:34:42, time: 0.461, data_time: 0.003, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.7562, loss: 2.7562 2020-07-02 10:59:20,070 - mmaction - INFO - Epoch [141][540/940] lr: 1.707e-01, eta: 13:34:33, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6156, loss_cls: 2.6858, loss: 2.6858 2020-07-02 10:59:28,880 - mmaction - INFO - Epoch [141][560/940] lr: 1.707e-01, eta: 13:34:24, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7513, loss: 2.7513 2020-07-02 10:59:37,818 - mmaction - INFO - Epoch [141][580/940] lr: 1.707e-01, eta: 13:34:15, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8526, loss: 2.8526 2020-07-02 10:59:46,650 - mmaction - INFO - Epoch [141][600/940] lr: 1.707e-01, eta: 13:34:06, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.8150, loss: 2.8150 2020-07-02 10:59:55,586 - mmaction - INFO - Epoch [141][620/940] lr: 1.707e-01, eta: 13:33:57, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 2.9538, loss: 2.9538 2020-07-02 11:00:13,110 - mmaction - INFO - Epoch [141][640/940] lr: 1.707e-01, eta: 13:33:55, time: 0.871, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6875, loss_cls: 2.6037, loss: 2.6037 2020-07-02 11:00:21,880 - mmaction - INFO - Epoch [141][660/940] lr: 1.707e-01, eta: 13:33:46, time: 0.444, data_time: 0.011, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8392, loss: 2.8392 2020-07-02 11:00:31,195 - mmaction - INFO - Epoch [141][680/940] lr: 1.707e-01, eta: 13:33:37, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8706, loss: 2.8706 2020-07-02 11:00:39,968 - mmaction - INFO - Epoch [141][700/940] lr: 1.707e-01, eta: 13:33:28, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 2.9849, loss: 2.9849 2020-07-02 11:00:48,791 - mmaction - INFO - Epoch [141][720/940] lr: 1.707e-01, eta: 13:33:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8239, loss: 2.8239 2020-07-02 11:00:57,807 - mmaction - INFO - Epoch [141][740/940] lr: 1.707e-01, eta: 13:33:10, time: 0.452, data_time: 0.003, memory: 6328, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0099, loss: 3.0099 2020-07-02 11:01:06,655 - mmaction - INFO - Epoch [141][760/940] lr: 1.707e-01, eta: 13:33:00, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.7915, loss: 2.7915 2020-07-02 11:01:15,643 - mmaction - INFO - Epoch [141][780/940] lr: 1.707e-01, eta: 13:32:51, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9468, loss: 2.9468 2020-07-02 11:01:24,393 - mmaction - INFO - Epoch [141][800/940] lr: 1.707e-01, eta: 13:32:42, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.6814, loss: 2.6814 2020-07-02 11:01:33,177 - mmaction - INFO - Epoch [141][820/940] lr: 1.707e-01, eta: 13:32:33, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.9425, loss: 2.9425 2020-07-02 11:01:41,967 - mmaction - INFO - Epoch [141][840/940] lr: 1.707e-01, eta: 13:32:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4097, loss: 2.4097 2020-07-02 11:01:50,776 - mmaction - INFO - Epoch [141][860/940] lr: 1.707e-01, eta: 13:32:15, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9229, loss: 2.9229 2020-07-02 11:02:03,256 - mmaction - INFO - Epoch [141][880/940] lr: 1.707e-01, eta: 13:32:08, time: 0.605, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6851, loss: 2.6851 2020-07-02 11:02:13,324 - mmaction - INFO - Epoch [141][900/940] lr: 1.707e-01, eta: 13:32:00, time: 0.522, data_time: 0.067, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.7400, loss: 2.7400 2020-07-02 11:02:22,257 - mmaction - INFO - Epoch [141][920/940] lr: 1.707e-01, eta: 13:31:51, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0023, loss: 3.0023 2020-07-02 11:02:30,669 - mmaction - INFO - Epoch [141][940/940] lr: 1.707e-01, eta: 13:31:42, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.3864, top5_acc: 0.6234, loss_cls: 2.8239, loss: 2.8239 2020-07-02 11:02:48,259 - mmaction - INFO - Epoch [142][20/940] lr: 1.682e-01, eta: 13:31:39, time: 0.861, data_time: 0.381, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6000, loss_cls: 2.8363, loss: 2.8363 2020-07-02 11:02:56,979 - mmaction - INFO - Epoch [142][40/940] lr: 1.682e-01, eta: 13:31:30, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5750, loss_cls: 2.9890, loss: 2.9890 2020-07-02 11:03:06,215 - mmaction - INFO - Epoch [142][60/940] lr: 1.682e-01, eta: 13:31:21, time: 0.463, data_time: 0.003, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.8584, loss: 2.8584 2020-07-02 11:03:15,125 - mmaction - INFO - Epoch [142][80/940] lr: 1.682e-01, eta: 13:31:12, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6906, loss_cls: 2.5310, loss: 2.5310 2020-07-02 11:03:23,899 - mmaction - INFO - Epoch [142][100/940] lr: 1.682e-01, eta: 13:31:03, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7760, loss: 2.7760 2020-07-02 11:03:32,724 - mmaction - INFO - Epoch [142][120/940] lr: 1.682e-01, eta: 13:30:54, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6031, loss_cls: 3.0002, loss: 3.0002 2020-07-02 11:03:41,499 - mmaction - INFO - Epoch [142][140/940] lr: 1.682e-01, eta: 13:30:45, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6531, loss_cls: 2.7099, loss: 2.7099 2020-07-02 11:03:50,709 - mmaction - INFO - Epoch [142][160/940] lr: 1.682e-01, eta: 13:30:36, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.6487, loss: 2.6487 2020-07-02 11:03:59,491 - mmaction - INFO - Epoch [142][180/940] lr: 1.682e-01, eta: 13:30:27, time: 0.441, data_time: 0.004, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7117, loss: 2.7117 2020-07-02 11:04:08,329 - mmaction - INFO - Epoch [142][200/940] lr: 1.682e-01, eta: 13:30:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.7787, loss: 2.7787 2020-07-02 11:04:17,097 - mmaction - INFO - Epoch [142][220/940] lr: 1.682e-01, eta: 13:30:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.6978, loss: 2.6978 2020-07-02 11:04:25,861 - mmaction - INFO - Epoch [142][240/940] lr: 1.682e-01, eta: 13:29:59, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6739, loss: 2.6739 2020-07-02 11:04:35,027 - mmaction - INFO - Epoch [142][260/940] lr: 1.682e-01, eta: 13:29:50, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5616, loss: 2.5616 2020-07-02 11:04:44,667 - mmaction - INFO - Epoch [142][280/940] lr: 1.682e-01, eta: 13:29:42, time: 0.482, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6791, loss: 2.6791 2020-07-02 11:04:53,502 - mmaction - INFO - Epoch [142][300/940] lr: 1.682e-01, eta: 13:29:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4444, loss: 2.4444 2020-07-02 11:05:02,799 - mmaction - INFO - Epoch [142][320/940] lr: 1.682e-01, eta: 13:29:24, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6031, loss_cls: 2.7975, loss: 2.7975 2020-07-02 11:05:11,596 - mmaction - INFO - Epoch [142][340/940] lr: 1.682e-01, eta: 13:29:15, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.8957, loss: 2.8957 2020-07-02 11:05:20,302 - mmaction - INFO - Epoch [142][360/940] lr: 1.682e-01, eta: 13:29:05, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6439, loss: 2.6439 2020-07-02 11:05:29,107 - mmaction - INFO - Epoch [142][380/940] lr: 1.682e-01, eta: 13:28:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9279, loss: 2.9279 2020-07-02 11:05:38,498 - mmaction - INFO - Epoch [142][400/940] lr: 1.682e-01, eta: 13:28:47, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0730, loss: 3.0730 2020-07-02 11:05:47,257 - mmaction - INFO - Epoch [142][420/940] lr: 1.682e-01, eta: 13:28:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.8064, loss: 2.8064 2020-07-02 11:05:58,963 - mmaction - INFO - Epoch [142][440/940] lr: 1.682e-01, eta: 13:28:31, time: 0.585, data_time: 0.010, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9094, loss: 2.9094 2020-07-02 11:06:07,823 - mmaction - INFO - Epoch [142][460/940] lr: 1.682e-01, eta: 13:28:22, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.8467, loss: 2.8467 2020-07-02 11:06:16,737 - mmaction - INFO - Epoch [142][480/940] lr: 1.682e-01, eta: 13:28:13, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8117, loss: 2.8117 2020-07-02 11:06:25,535 - mmaction - INFO - Epoch [142][500/940] lr: 1.682e-01, eta: 13:28:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.0831, loss: 3.0831 2020-07-02 11:06:34,488 - mmaction - INFO - Epoch [142][520/940] lr: 1.682e-01, eta: 13:27:55, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8449, loss: 2.8449 2020-07-02 11:06:43,206 - mmaction - INFO - Epoch [142][540/940] lr: 1.682e-01, eta: 13:27:46, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8789, loss: 2.8789 2020-07-02 11:06:52,370 - mmaction - INFO - Epoch [142][560/940] lr: 1.682e-01, eta: 13:27:37, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8209, loss: 2.8209 2020-07-02 11:07:01,135 - mmaction - INFO - Epoch [142][580/940] lr: 1.682e-01, eta: 13:27:28, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7803, loss: 2.7803 2020-07-02 11:07:10,432 - mmaction - INFO - Epoch [142][600/940] lr: 1.682e-01, eta: 13:27:19, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7040, loss: 2.7040 2020-07-02 11:07:19,233 - mmaction - INFO - Epoch [142][620/940] lr: 1.682e-01, eta: 13:27:10, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8425, loss: 2.8425 2020-07-02 11:07:28,024 - mmaction - INFO - Epoch [142][640/940] lr: 1.682e-01, eta: 13:27:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1827, loss: 3.1827 2020-07-02 11:07:37,213 - mmaction - INFO - Epoch [142][660/940] lr: 1.682e-01, eta: 13:26:51, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7211, loss: 2.7211 2020-07-02 11:07:45,973 - mmaction - INFO - Epoch [142][680/940] lr: 1.682e-01, eta: 13:26:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7911, loss: 2.7911 2020-07-02 11:07:55,278 - mmaction - INFO - Epoch [142][700/940] lr: 1.682e-01, eta: 13:26:33, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7825, loss: 2.7825 2020-07-02 11:08:06,342 - mmaction - INFO - Epoch [142][720/940] lr: 1.682e-01, eta: 13:26:26, time: 0.551, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.7645, loss: 2.7645 2020-07-02 11:08:15,623 - mmaction - INFO - Epoch [142][740/940] lr: 1.682e-01, eta: 13:26:17, time: 0.466, data_time: 0.029, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 3.0429, loss: 3.0429 2020-07-02 11:08:25,513 - mmaction - INFO - Epoch [142][760/940] lr: 1.682e-01, eta: 13:26:09, time: 0.494, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7503, loss: 2.7503 2020-07-02 11:08:34,266 - mmaction - INFO - Epoch [142][780/940] lr: 1.682e-01, eta: 13:26:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7095, loss: 2.7095 2020-07-02 11:08:43,021 - mmaction - INFO - Epoch [142][800/940] lr: 1.682e-01, eta: 13:25:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8143, loss: 2.8143 2020-07-02 11:08:52,341 - mmaction - INFO - Epoch [142][820/940] lr: 1.682e-01, eta: 13:25:42, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8899, loss: 2.8899 2020-07-02 11:09:01,524 - mmaction - INFO - Epoch [142][840/940] lr: 1.682e-01, eta: 13:25:33, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8943, loss: 2.8943 2020-07-02 11:09:10,314 - mmaction - INFO - Epoch [142][860/940] lr: 1.682e-01, eta: 13:25:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6796, loss: 2.6796 2020-07-02 11:09:19,116 - mmaction - INFO - Epoch [142][880/940] lr: 1.682e-01, eta: 13:25:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.7063, loss_cls: 2.6175, loss: 2.6175 2020-07-02 11:09:27,895 - mmaction - INFO - Epoch [142][900/940] lr: 1.682e-01, eta: 13:25:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.9018, loss: 2.9018 2020-07-02 11:09:37,136 - mmaction - INFO - Epoch [142][920/940] lr: 1.682e-01, eta: 13:24:57, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.7455, loss: 2.7455 2020-07-02 11:09:45,530 - mmaction - INFO - Epoch [142][940/940] lr: 1.682e-01, eta: 13:24:47, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.3766, top5_acc: 0.6104, loss_cls: 2.7635, loss: 2.7635 2020-07-02 11:10:00,144 - mmaction - INFO - Epoch [143][20/940] lr: 1.658e-01, eta: 13:24:42, time: 0.710, data_time: 0.265, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7707, loss: 2.7707 2020-07-02 11:10:08,973 - mmaction - INFO - Epoch [143][40/940] lr: 1.658e-01, eta: 13:24:33, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.8968, loss: 2.8968 2020-07-02 11:10:17,827 - mmaction - INFO - Epoch [143][60/940] lr: 1.658e-01, eta: 13:24:24, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0083, loss: 3.0083 2020-07-02 11:10:26,612 - mmaction - INFO - Epoch [143][80/940] lr: 1.658e-01, eta: 13:24:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.7977, loss: 2.7977 2020-07-02 11:10:35,389 - mmaction - INFO - Epoch [143][100/940] lr: 1.658e-01, eta: 13:24:06, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9000, loss: 2.9000 2020-07-02 11:10:44,289 - mmaction - INFO - Epoch [143][120/940] lr: 1.658e-01, eta: 13:23:56, time: 0.444, data_time: 0.005, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8058, loss: 2.8058 2020-07-02 11:10:53,156 - mmaction - INFO - Epoch [143][140/940] lr: 1.658e-01, eta: 13:23:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.8186, loss: 2.8186 2020-07-02 11:11:05,547 - mmaction - INFO - Epoch [143][160/940] lr: 1.658e-01, eta: 13:23:41, time: 0.618, data_time: 0.008, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.8568, loss: 2.8568 2020-07-02 11:11:14,441 - mmaction - INFO - Epoch [143][180/940] lr: 1.658e-01, eta: 13:23:32, time: 0.446, data_time: 0.009, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6860, loss: 2.6860 2020-07-02 11:11:23,141 - mmaction - INFO - Epoch [143][200/940] lr: 1.658e-01, eta: 13:23:23, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.6420, loss: 2.6420 2020-07-02 11:11:31,922 - mmaction - INFO - Epoch [143][220/940] lr: 1.658e-01, eta: 13:23:13, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6500, loss_cls: 2.7557, loss: 2.7557 2020-07-02 11:11:41,560 - mmaction - INFO - Epoch [143][240/940] lr: 1.658e-01, eta: 13:23:05, time: 0.481, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6188, loss_cls: 2.7503, loss: 2.7503 2020-07-02 11:11:50,310 - mmaction - INFO - Epoch [143][260/940] lr: 1.658e-01, eta: 13:22:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7436, loss: 2.7436 2020-07-02 11:11:59,200 - mmaction - INFO - Epoch [143][280/940] lr: 1.658e-01, eta: 13:22:47, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9105, loss: 2.9105 2020-07-02 11:12:07,965 - mmaction - INFO - Epoch [143][300/940] lr: 1.658e-01, eta: 13:22:37, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6031, loss_cls: 2.8122, loss: 2.8122 2020-07-02 11:12:16,713 - mmaction - INFO - Epoch [143][320/940] lr: 1.658e-01, eta: 13:22:28, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.8368, loss: 2.8368 2020-07-02 11:12:25,919 - mmaction - INFO - Epoch [143][340/940] lr: 1.658e-01, eta: 13:22:19, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8047, loss: 2.8047 2020-07-02 11:12:34,647 - mmaction - INFO - Epoch [143][360/940] lr: 1.658e-01, eta: 13:22:10, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.9034, loss: 2.9034 2020-07-02 11:12:43,973 - mmaction - INFO - Epoch [143][380/940] lr: 1.658e-01, eta: 13:22:01, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.7599, loss: 2.7599 2020-07-02 11:12:52,671 - mmaction - INFO - Epoch [143][400/940] lr: 1.658e-01, eta: 13:21:52, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7346, loss: 2.7346 2020-07-02 11:13:01,952 - mmaction - INFO - Epoch [143][420/940] lr: 1.658e-01, eta: 13:21:43, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6468, loss: 2.6468 2020-07-02 11:13:12,778 - mmaction - INFO - Epoch [143][440/940] lr: 1.658e-01, eta: 13:21:36, time: 0.540, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.6861, loss: 2.6861 2020-07-02 11:13:23,379 - mmaction - INFO - Epoch [143][460/940] lr: 1.658e-01, eta: 13:21:28, time: 0.531, data_time: 0.030, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.6315, loss: 2.6315 2020-07-02 11:13:32,292 - mmaction - INFO - Epoch [143][480/940] lr: 1.658e-01, eta: 13:21:19, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 2.9110, loss: 2.9110 2020-07-02 11:13:41,182 - mmaction - INFO - Epoch [143][500/940] lr: 1.658e-01, eta: 13:21:10, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6750, loss_cls: 2.7038, loss: 2.7038 2020-07-02 11:13:50,143 - mmaction - INFO - Epoch [143][520/940] lr: 1.658e-01, eta: 13:21:01, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7443, loss: 2.7443 2020-07-02 11:13:58,933 - mmaction - INFO - Epoch [143][540/940] lr: 1.658e-01, eta: 13:20:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6406, loss_cls: 2.7086, loss: 2.7086 2020-07-02 11:14:07,604 - mmaction - INFO - Epoch [143][560/940] lr: 1.658e-01, eta: 13:20:42, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.4640, loss: 2.4640 2020-07-02 11:14:16,371 - mmaction - INFO - Epoch [143][580/940] lr: 1.658e-01, eta: 13:20:33, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8209, loss: 2.8209 2020-07-02 11:14:25,112 - mmaction - INFO - Epoch [143][600/940] lr: 1.658e-01, eta: 13:20:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.7930, loss: 2.7930 2020-07-02 11:14:33,836 - mmaction - INFO - Epoch [143][620/940] lr: 1.658e-01, eta: 13:20:14, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8027, loss: 2.8027 2020-07-02 11:14:42,619 - mmaction - INFO - Epoch [143][640/940] lr: 1.658e-01, eta: 13:20:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.8362, loss: 2.8362 2020-07-02 11:14:51,511 - mmaction - INFO - Epoch [143][660/940] lr: 1.658e-01, eta: 13:19:56, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.8714, loss: 2.8714 2020-07-02 11:15:00,322 - mmaction - INFO - Epoch [143][680/940] lr: 1.658e-01, eta: 13:19:47, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7786, loss: 2.7786 2020-07-02 11:15:09,184 - mmaction - INFO - Epoch [143][700/940] lr: 1.658e-01, eta: 13:19:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7744, loss: 2.7744 2020-07-02 11:15:17,987 - mmaction - INFO - Epoch [143][720/940] lr: 1.658e-01, eta: 13:19:29, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6438, loss_cls: 2.7930, loss: 2.7930 2020-07-02 11:15:26,693 - mmaction - INFO - Epoch [143][740/940] lr: 1.658e-01, eta: 13:19:19, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6594, loss_cls: 2.8341, loss: 2.8341 2020-07-02 11:15:35,480 - mmaction - INFO - Epoch [143][760/940] lr: 1.658e-01, eta: 13:19:10, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6083, loss: 2.6083 2020-07-02 11:15:44,352 - mmaction - INFO - Epoch [143][780/940] lr: 1.658e-01, eta: 13:19:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6875, loss_cls: 2.6201, loss: 2.6201 2020-07-02 11:15:53,586 - mmaction - INFO - Epoch [143][800/940] lr: 1.658e-01, eta: 13:18:52, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7614, loss: 2.7614 2020-07-02 11:16:02,459 - mmaction - INFO - Epoch [143][820/940] lr: 1.658e-01, eta: 13:18:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8022, loss: 2.8022 2020-07-02 11:16:11,250 - mmaction - INFO - Epoch [143][840/940] lr: 1.658e-01, eta: 13:18:34, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8570, loss: 2.8570 2020-07-02 11:16:19,999 - mmaction - INFO - Epoch [143][860/940] lr: 1.658e-01, eta: 13:18:25, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6531, loss_cls: 2.8468, loss: 2.8468 2020-07-02 11:16:29,244 - mmaction - INFO - Epoch [143][880/940] lr: 1.658e-01, eta: 13:18:16, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6031, loss_cls: 2.9127, loss: 2.9127 2020-07-02 11:16:38,035 - mmaction - INFO - Epoch [143][900/940] lr: 1.658e-01, eta: 13:18:07, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.5983, loss: 2.5983 2020-07-02 11:16:46,718 - mmaction - INFO - Epoch [143][920/940] lr: 1.658e-01, eta: 13:17:57, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6740, loss: 2.6740 2020-07-02 11:16:55,616 - mmaction - INFO - Epoch [143][940/940] lr: 1.658e-01, eta: 13:17:48, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3799, top5_acc: 0.6331, loss_cls: 2.8328, loss: 2.8328 2020-07-02 11:17:10,057 - mmaction - INFO - Epoch [144][20/940] lr: 1.634e-01, eta: 13:17:43, time: 0.704, data_time: 0.262, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8523, loss: 2.8523 2020-07-02 11:17:18,876 - mmaction - INFO - Epoch [144][40/940] lr: 1.634e-01, eta: 13:17:34, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6216, loss: 2.6216 2020-07-02 11:17:27,751 - mmaction - INFO - Epoch [144][60/940] lr: 1.634e-01, eta: 13:17:25, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8231, loss: 2.8231 2020-07-02 11:17:36,589 - mmaction - INFO - Epoch [144][80/940] lr: 1.634e-01, eta: 13:17:16, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6889, loss: 2.6889 2020-07-02 11:17:45,514 - mmaction - INFO - Epoch [144][100/940] lr: 1.634e-01, eta: 13:17:07, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6562, loss_cls: 2.5898, loss: 2.5898 2020-07-02 11:17:54,380 - mmaction - INFO - Epoch [144][120/940] lr: 1.634e-01, eta: 13:16:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.6730, loss: 2.6730 2020-07-02 11:18:03,191 - mmaction - INFO - Epoch [144][140/940] lr: 1.634e-01, eta: 13:16:48, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7304, loss: 2.7304 2020-07-02 11:18:11,936 - mmaction - INFO - Epoch [144][160/940] lr: 1.634e-01, eta: 13:16:39, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5297, loss: 2.5297 2020-07-02 11:18:21,722 - mmaction - INFO - Epoch [144][180/940] lr: 1.634e-01, eta: 13:16:31, time: 0.489, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.4194, loss: 2.4194 2020-07-02 11:18:30,527 - mmaction - INFO - Epoch [144][200/940] lr: 1.634e-01, eta: 13:16:22, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.7327, loss: 2.7327 2020-07-02 11:18:39,335 - mmaction - INFO - Epoch [144][220/940] lr: 1.634e-01, eta: 13:16:12, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 2.8819, loss: 2.8819 2020-07-02 11:18:48,324 - mmaction - INFO - Epoch [144][240/940] lr: 1.634e-01, eta: 13:16:03, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7884, loss: 2.7884 2020-07-02 11:18:57,109 - mmaction - INFO - Epoch [144][260/940] lr: 1.634e-01, eta: 13:15:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6000, loss_cls: 2.7340, loss: 2.7340 2020-07-02 11:19:06,489 - mmaction - INFO - Epoch [144][280/940] lr: 1.634e-01, eta: 13:15:46, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9513, loss: 2.9513 2020-07-02 11:19:15,322 - mmaction - INFO - Epoch [144][300/940] lr: 1.634e-01, eta: 13:15:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7843, loss: 2.7843 2020-07-02 11:19:24,153 - mmaction - INFO - Epoch [144][320/940] lr: 1.634e-01, eta: 13:15:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6594, loss_cls: 2.8641, loss: 2.8641 2020-07-02 11:19:32,896 - mmaction - INFO - Epoch [144][340/940] lr: 1.634e-01, eta: 13:15:18, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.7000, loss_cls: 2.5264, loss: 2.5264 2020-07-02 11:19:42,079 - mmaction - INFO - Epoch [144][360/940] lr: 1.634e-01, eta: 13:15:09, time: 0.459, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7140, loss: 2.7140 2020-07-02 11:19:51,413 - mmaction - INFO - Epoch [144][380/940] lr: 1.634e-01, eta: 13:15:00, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.8644, loss: 2.8644 2020-07-02 11:20:00,170 - mmaction - INFO - Epoch [144][400/940] lr: 1.634e-01, eta: 13:14:51, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8795, loss: 2.8795 2020-07-02 11:20:08,969 - mmaction - INFO - Epoch [144][420/940] lr: 1.634e-01, eta: 13:14:42, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.7617, loss: 2.7617 2020-07-02 11:20:17,864 - mmaction - INFO - Epoch [144][440/940] lr: 1.634e-01, eta: 13:14:33, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.8639, loss: 2.8639 2020-07-02 11:20:26,741 - mmaction - INFO - Epoch [144][460/940] lr: 1.634e-01, eta: 13:14:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7925, loss: 2.7925 2020-07-02 11:20:35,612 - mmaction - INFO - Epoch [144][480/940] lr: 1.634e-01, eta: 13:14:15, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.7850, loss: 2.7850 2020-07-02 11:20:44,422 - mmaction - INFO - Epoch [144][500/940] lr: 1.634e-01, eta: 13:14:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8839, loss: 2.8839 2020-07-02 11:20:53,180 - mmaction - INFO - Epoch [144][520/940] lr: 1.634e-01, eta: 13:13:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.6410, loss: 2.6410 2020-07-02 11:21:02,117 - mmaction - INFO - Epoch [144][540/940] lr: 1.634e-01, eta: 13:13:47, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.6391, loss: 2.6391 2020-07-02 11:21:11,368 - mmaction - INFO - Epoch [144][560/940] lr: 1.634e-01, eta: 13:13:38, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1345, loss: 3.1345 2020-07-02 11:21:20,132 - mmaction - INFO - Epoch [144][580/940] lr: 1.634e-01, eta: 13:13:29, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5711, loss: 2.5711 2020-07-02 11:21:28,971 - mmaction - INFO - Epoch [144][600/940] lr: 1.634e-01, eta: 13:13:20, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.8602, loss: 2.8602 2020-07-02 11:21:37,703 - mmaction - INFO - Epoch [144][620/940] lr: 1.634e-01, eta: 13:13:11, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8265, loss: 2.8265 2020-07-02 11:21:46,551 - mmaction - INFO - Epoch [144][640/940] lr: 1.634e-01, eta: 13:13:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6000, loss_cls: 2.8354, loss: 2.8354 2020-07-02 11:21:55,323 - mmaction - INFO - Epoch [144][660/940] lr: 1.634e-01, eta: 13:12:52, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5815, loss: 2.5815 2020-07-02 11:22:04,104 - mmaction - INFO - Epoch [144][680/940] lr: 1.634e-01, eta: 13:12:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.6979, loss: 2.6979 2020-07-02 11:22:13,079 - mmaction - INFO - Epoch [144][700/940] lr: 1.634e-01, eta: 13:12:34, time: 0.448, data_time: 0.010, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6450, loss: 2.6450 2020-07-02 11:22:22,408 - mmaction - INFO - Epoch [144][720/940] lr: 1.634e-01, eta: 13:12:25, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8102, loss: 2.8102 2020-07-02 11:22:31,174 - mmaction - INFO - Epoch [144][740/940] lr: 1.634e-01, eta: 13:12:16, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.6379, loss: 2.6379 2020-07-02 11:22:40,076 - mmaction - INFO - Epoch [144][760/940] lr: 1.634e-01, eta: 13:12:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6000, loss_cls: 2.8915, loss: 2.8915 2020-07-02 11:22:49,468 - mmaction - INFO - Epoch [144][780/940] lr: 1.634e-01, eta: 13:11:58, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8862, loss: 2.8862 2020-07-02 11:22:58,195 - mmaction - INFO - Epoch [144][800/940] lr: 1.634e-01, eta: 13:11:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 2.8900, loss: 2.8900 2020-07-02 11:23:07,231 - mmaction - INFO - Epoch [144][820/940] lr: 1.634e-01, eta: 13:11:40, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.6784, loss: 2.6784 2020-07-02 11:23:16,580 - mmaction - INFO - Epoch [144][840/940] lr: 1.634e-01, eta: 13:11:31, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.6485, loss: 2.6485 2020-07-02 11:23:25,371 - mmaction - INFO - Epoch [144][860/940] lr: 1.634e-01, eta: 13:11:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.6215, loss: 2.6215 2020-07-02 11:23:34,175 - mmaction - INFO - Epoch [144][880/940] lr: 1.634e-01, eta: 13:11:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7207, loss: 2.7207 2020-07-02 11:23:43,365 - mmaction - INFO - Epoch [144][900/940] lr: 1.634e-01, eta: 13:11:04, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.9053, loss: 2.9053 2020-07-02 11:23:52,138 - mmaction - INFO - Epoch [144][920/940] lr: 1.634e-01, eta: 13:10:55, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7782, loss: 2.7782 2020-07-02 11:24:00,556 - mmaction - INFO - Epoch [144][940/940] lr: 1.634e-01, eta: 13:10:45, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3896, top5_acc: 0.6006, loss_cls: 2.9662, loss: 2.9662 2020-07-02 11:24:00,882 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-07-02 11:24:15,387 - mmaction - INFO - Epoch [145][20/940] lr: 1.610e-01, eta: 13:10:40, time: 0.682, data_time: 0.213, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8666, loss: 2.8666 2020-07-02 11:24:24,183 - mmaction - INFO - Epoch [145][40/940] lr: 1.610e-01, eta: 13:10:31, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.6067, loss: 2.6067 2020-07-02 11:24:32,952 - mmaction - INFO - Epoch [145][60/940] lr: 1.610e-01, eta: 13:10:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.7006, loss: 2.7006 2020-07-02 11:24:41,791 - mmaction - INFO - Epoch [145][80/940] lr: 1.610e-01, eta: 13:10:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8596, loss: 2.8596 2020-07-02 11:24:50,572 - mmaction - INFO - Epoch [145][100/940] lr: 1.610e-01, eta: 13:10:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7994, loss: 2.7994 2020-07-02 11:24:59,472 - mmaction - INFO - Epoch [145][120/940] lr: 1.610e-01, eta: 13:09:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6062, loss_cls: 2.8312, loss: 2.8312 2020-07-02 11:25:08,256 - mmaction - INFO - Epoch [145][140/940] lr: 1.610e-01, eta: 13:09:45, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8423, loss: 2.8423 2020-07-02 11:25:17,011 - mmaction - INFO - Epoch [145][160/940] lr: 1.610e-01, eta: 13:09:36, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6183, loss: 2.6183 2020-07-02 11:25:25,831 - mmaction - INFO - Epoch [145][180/940] lr: 1.610e-01, eta: 13:09:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.8777, loss: 2.8777 2020-07-02 11:25:34,575 - mmaction - INFO - Epoch [145][200/940] lr: 1.610e-01, eta: 13:09:17, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.5969, loss_cls: 2.9346, loss: 2.9346 2020-07-02 11:25:43,415 - mmaction - INFO - Epoch [145][220/940] lr: 1.610e-01, eta: 13:09:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8215, loss: 2.8215 2020-07-02 11:25:52,168 - mmaction - INFO - Epoch [145][240/940] lr: 1.610e-01, eta: 13:08:59, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.6500, loss: 2.6500 2020-07-02 11:26:00,974 - mmaction - INFO - Epoch [145][260/940] lr: 1.610e-01, eta: 13:08:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7368, loss: 2.7368 2020-07-02 11:26:09,786 - mmaction - INFO - Epoch [145][280/940] lr: 1.610e-01, eta: 13:08:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7362, loss: 2.7362 2020-07-02 11:26:18,631 - mmaction - INFO - Epoch [145][300/940] lr: 1.610e-01, eta: 13:08:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8654, loss: 2.8654 2020-07-02 11:26:27,475 - mmaction - INFO - Epoch [145][320/940] lr: 1.610e-01, eta: 13:08:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.7950, loss: 2.7950 2020-07-02 11:26:36,289 - mmaction - INFO - Epoch [145][340/940] lr: 1.610e-01, eta: 13:08:13, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.6502, loss: 2.6502 2020-07-02 11:26:45,095 - mmaction - INFO - Epoch [145][360/940] lr: 1.610e-01, eta: 13:08:04, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.6443, loss: 2.6443 2020-07-02 11:26:54,033 - mmaction - INFO - Epoch [145][380/940] lr: 1.610e-01, eta: 13:07:55, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.6801, loss: 2.6801 2020-07-02 11:27:03,229 - mmaction - INFO - Epoch [145][400/940] lr: 1.610e-01, eta: 13:07:46, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.0139, loss: 3.0139 2020-07-02 11:27:11,986 - mmaction - INFO - Epoch [145][420/940] lr: 1.610e-01, eta: 13:07:37, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.7732, loss: 2.7732 2020-07-02 11:27:20,817 - mmaction - INFO - Epoch [145][440/940] lr: 1.610e-01, eta: 13:07:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7633, loss: 2.7633 2020-07-02 11:27:29,610 - mmaction - INFO - Epoch [145][460/940] lr: 1.610e-01, eta: 13:07:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9916, loss: 2.9916 2020-07-02 11:27:38,883 - mmaction - INFO - Epoch [145][480/940] lr: 1.610e-01, eta: 13:07:10, time: 0.463, data_time: 0.000, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7145, loss: 2.7145 2020-07-02 11:27:47,641 - mmaction - INFO - Epoch [145][500/940] lr: 1.610e-01, eta: 13:07:01, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.9035, loss: 2.9035 2020-07-02 11:27:56,492 - mmaction - INFO - Epoch [145][520/940] lr: 1.610e-01, eta: 13:06:51, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6656, loss_cls: 2.6746, loss: 2.6746 2020-07-02 11:28:05,299 - mmaction - INFO - Epoch [145][540/940] lr: 1.610e-01, eta: 13:06:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0020, loss: 3.0020 2020-07-02 11:28:14,142 - mmaction - INFO - Epoch [145][560/940] lr: 1.610e-01, eta: 13:06:33, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1363, loss: 3.1363 2020-07-02 11:28:23,014 - mmaction - INFO - Epoch [145][580/940] lr: 1.610e-01, eta: 13:06:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6279, loss: 2.6279 2020-07-02 11:28:31,942 - mmaction - INFO - Epoch [145][600/940] lr: 1.610e-01, eta: 13:06:15, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7894, loss: 2.7894 2020-07-02 11:28:40,717 - mmaction - INFO - Epoch [145][620/940] lr: 1.610e-01, eta: 13:06:06, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 2.9448, loss: 2.9448 2020-07-02 11:28:49,489 - mmaction - INFO - Epoch [145][640/940] lr: 1.610e-01, eta: 13:05:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.9137, loss: 2.9137 2020-07-02 11:28:58,324 - mmaction - INFO - Epoch [145][660/940] lr: 1.610e-01, eta: 13:05:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7972, loss: 2.7972 2020-07-02 11:29:07,255 - mmaction - INFO - Epoch [145][680/940] lr: 1.610e-01, eta: 13:05:38, time: 0.447, data_time: 0.005, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6125, loss_cls: 2.8545, loss: 2.8545 2020-07-02 11:29:16,442 - mmaction - INFO - Epoch [145][700/940] lr: 1.610e-01, eta: 13:05:29, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5938, loss_cls: 2.9102, loss: 2.9102 2020-07-02 11:29:25,250 - mmaction - INFO - Epoch [145][720/940] lr: 1.610e-01, eta: 13:05:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7387, loss: 2.7387 2020-07-02 11:29:34,078 - mmaction - INFO - Epoch [145][740/940] lr: 1.610e-01, eta: 13:05:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.8443, loss: 2.8443 2020-07-02 11:29:43,098 - mmaction - INFO - Epoch [145][760/940] lr: 1.610e-01, eta: 13:05:02, time: 0.452, data_time: 0.014, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 3.0023, loss: 3.0023 2020-07-02 11:29:51,982 - mmaction - INFO - Epoch [145][780/940] lr: 1.610e-01, eta: 13:04:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 2.9457, loss: 2.9457 2020-07-02 11:30:00,779 - mmaction - INFO - Epoch [145][800/940] lr: 1.610e-01, eta: 13:04:44, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.6159, loss: 2.6159 2020-07-02 11:30:09,519 - mmaction - INFO - Epoch [145][820/940] lr: 1.610e-01, eta: 13:04:35, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6326, loss: 2.6326 2020-07-02 11:30:18,706 - mmaction - INFO - Epoch [145][840/940] lr: 1.610e-01, eta: 13:04:26, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7720, loss: 2.7720 2020-07-02 11:30:27,460 - mmaction - INFO - Epoch [145][860/940] lr: 1.610e-01, eta: 13:04:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7220, loss: 2.7220 2020-07-02 11:30:36,337 - mmaction - INFO - Epoch [145][880/940] lr: 1.610e-01, eta: 13:04:07, time: 0.444, data_time: 0.009, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6344, loss_cls: 2.7650, loss: 2.7650 2020-07-02 11:30:45,163 - mmaction - INFO - Epoch [145][900/940] lr: 1.610e-01, eta: 13:03:58, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6625, loss_cls: 2.8321, loss: 2.8321 2020-07-02 11:30:53,850 - mmaction - INFO - Epoch [145][920/940] lr: 1.610e-01, eta: 13:03:49, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0117, loss: 3.0117 2020-07-02 11:31:02,240 - mmaction - INFO - Epoch [145][940/940] lr: 1.610e-01, eta: 13:03:39, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.3994, top5_acc: 0.6494, loss_cls: 2.7329, loss: 2.7329 2020-07-02 11:31:20,531 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 11:31:21,409 - mmaction - INFO - top1_acc 0.4452 top5_acc 0.7097 2020-07-02 11:31:21,409 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 11:31:21,481 - mmaction - INFO - mean_acc 0.4452 2020-07-02 11:31:21,490 - mmaction - INFO - Epoch [145][940/940] lr: 1.610e-01, top1_acc: 0.4452, top5_acc: 0.7097, mean_class_accuracy: 0.4452 2020-07-02 11:31:34,410 - mmaction - INFO - Epoch [146][20/940] lr: 1.586e-01, eta: 13:03:33, time: 0.645, data_time: 0.201, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6094, loss_cls: 2.8455, loss: 2.8455 2020-07-02 11:31:43,285 - mmaction - INFO - Epoch [146][40/940] lr: 1.586e-01, eta: 13:03:24, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7585, loss: 2.7585 2020-07-02 11:31:52,070 - mmaction - INFO - Epoch [146][60/940] lr: 1.586e-01, eta: 13:03:15, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.6322, loss: 2.6322 2020-07-02 11:32:01,376 - mmaction - INFO - Epoch [146][80/940] lr: 1.586e-01, eta: 13:03:06, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.6752, loss: 2.6752 2020-07-02 11:32:10,824 - mmaction - INFO - Epoch [146][100/940] lr: 1.586e-01, eta: 13:02:58, time: 0.474, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.8099, loss: 2.8099 2020-07-02 11:32:19,614 - mmaction - INFO - Epoch [146][120/940] lr: 1.586e-01, eta: 13:02:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6354, loss: 2.6354 2020-07-02 11:32:28,482 - mmaction - INFO - Epoch [146][140/940] lr: 1.586e-01, eta: 13:02:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.8340, loss: 2.8340 2020-07-02 11:32:37,759 - mmaction - INFO - Epoch [146][160/940] lr: 1.586e-01, eta: 13:02:30, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6438, loss: 2.6438 2020-07-02 11:32:46,578 - mmaction - INFO - Epoch [146][180/940] lr: 1.586e-01, eta: 13:02:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6406, loss_cls: 2.6538, loss: 2.6538 2020-07-02 11:32:56,036 - mmaction - INFO - Epoch [146][200/940] lr: 1.586e-01, eta: 13:02:13, time: 0.473, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.7844, loss: 2.7844 2020-07-02 11:33:04,746 - mmaction - INFO - Epoch [146][220/940] lr: 1.586e-01, eta: 13:02:03, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8770, loss: 2.8770 2020-07-02 11:33:13,529 - mmaction - INFO - Epoch [146][240/940] lr: 1.586e-01, eta: 13:01:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.7669, loss: 2.7669 2020-07-02 11:33:22,351 - mmaction - INFO - Epoch [146][260/940] lr: 1.586e-01, eta: 13:01:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.7952, loss: 2.7952 2020-07-02 11:33:31,313 - mmaction - INFO - Epoch [146][280/940] lr: 1.586e-01, eta: 13:01:36, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.6873, loss: 2.6873 2020-07-02 11:33:40,178 - mmaction - INFO - Epoch [146][300/940] lr: 1.586e-01, eta: 13:01:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6219, loss_cls: 2.7641, loss: 2.7641 2020-07-02 11:33:48,992 - mmaction - INFO - Epoch [146][320/940] lr: 1.586e-01, eta: 13:01:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.8153, loss: 2.8153 2020-07-02 11:33:57,785 - mmaction - INFO - Epoch [146][340/940] lr: 1.586e-01, eta: 13:01:09, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9405, loss: 2.9405 2020-07-02 11:34:06,689 - mmaction - INFO - Epoch [146][360/940] lr: 1.586e-01, eta: 13:00:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.7821, loss: 2.7821 2020-07-02 11:34:15,487 - mmaction - INFO - Epoch [146][380/940] lr: 1.586e-01, eta: 13:00:50, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.0447, loss: 3.0447 2020-07-02 11:34:24,940 - mmaction - INFO - Epoch [146][400/940] lr: 1.586e-01, eta: 13:00:42, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9730, loss: 2.9730 2020-07-02 11:34:33,715 - mmaction - INFO - Epoch [146][420/940] lr: 1.586e-01, eta: 13:00:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6243, loss: 2.6243 2020-07-02 11:34:42,908 - mmaction - INFO - Epoch [146][440/940] lr: 1.586e-01, eta: 13:00:23, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6469, loss_cls: 2.7517, loss: 2.7517 2020-07-02 11:34:51,646 - mmaction - INFO - Epoch [146][460/940] lr: 1.586e-01, eta: 13:00:14, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.6945, loss: 2.6945 2020-07-02 11:35:00,551 - mmaction - INFO - Epoch [146][480/940] lr: 1.586e-01, eta: 13:00:05, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9146, loss: 2.9146 2020-07-02 11:35:09,308 - mmaction - INFO - Epoch [146][500/940] lr: 1.586e-01, eta: 12:59:56, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.7244, loss: 2.7244 2020-07-02 11:35:18,134 - mmaction - INFO - Epoch [146][520/940] lr: 1.586e-01, eta: 12:59:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.7681, loss: 2.7681 2020-07-02 11:35:26,936 - mmaction - INFO - Epoch [146][540/940] lr: 1.586e-01, eta: 12:59:38, time: 0.441, data_time: 0.004, memory: 6328, top1_acc: 0.3344, top5_acc: 0.6375, loss_cls: 2.7520, loss: 2.7520 2020-07-02 11:35:35,725 - mmaction - INFO - Epoch [146][560/940] lr: 1.586e-01, eta: 12:59:28, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7919, loss: 2.7919 2020-07-02 11:35:44,525 - mmaction - INFO - Epoch [146][580/940] lr: 1.586e-01, eta: 12:59:19, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.6776, loss: 2.6776 2020-07-02 11:35:53,361 - mmaction - INFO - Epoch [146][600/940] lr: 1.586e-01, eta: 12:59:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8003, loss: 2.8003 2020-07-02 11:36:02,125 - mmaction - INFO - Epoch [146][620/940] lr: 1.586e-01, eta: 12:59:01, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7372, loss: 2.7372 2020-07-02 11:36:10,938 - mmaction - INFO - Epoch [146][640/940] lr: 1.586e-01, eta: 12:58:52, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7187, loss: 2.7187 2020-07-02 11:36:19,796 - mmaction - INFO - Epoch [146][660/940] lr: 1.586e-01, eta: 12:58:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.7305, loss: 2.7305 2020-07-02 11:36:28,550 - mmaction - INFO - Epoch [146][680/940] lr: 1.586e-01, eta: 12:58:33, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.6744, loss: 2.6744 2020-07-02 11:36:37,395 - mmaction - INFO - Epoch [146][700/940] lr: 1.586e-01, eta: 12:58:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.7707, loss: 2.7707 2020-07-02 11:36:46,448 - mmaction - INFO - Epoch [146][720/940] lr: 1.586e-01, eta: 12:58:15, time: 0.452, data_time: 0.012, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.9206, loss: 2.9206 2020-07-02 11:36:55,369 - mmaction - INFO - Epoch [146][740/940] lr: 1.586e-01, eta: 12:58:06, time: 0.447, data_time: 0.005, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8055, loss: 2.8055 2020-07-02 11:37:04,101 - mmaction - INFO - Epoch [146][760/940] lr: 1.586e-01, eta: 12:57:57, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.6676, loss: 2.6676 2020-07-02 11:37:13,292 - mmaction - INFO - Epoch [146][780/940] lr: 1.586e-01, eta: 12:57:48, time: 0.460, data_time: 0.010, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8303, loss: 2.8303 2020-07-02 11:37:22,110 - mmaction - INFO - Epoch [146][800/940] lr: 1.586e-01, eta: 12:57:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7126, loss: 2.7126 2020-07-02 11:37:31,162 - mmaction - INFO - Epoch [146][820/940] lr: 1.586e-01, eta: 12:57:30, time: 0.452, data_time: 0.015, memory: 6328, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0009, loss: 3.0009 2020-07-02 11:37:39,912 - mmaction - INFO - Epoch [146][840/940] lr: 1.586e-01, eta: 12:57:21, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.7343, loss: 2.7343 2020-07-02 11:37:48,893 - mmaction - INFO - Epoch [146][860/940] lr: 1.586e-01, eta: 12:57:12, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.7801, loss: 2.7801 2020-07-02 11:37:57,663 - mmaction - INFO - Epoch [146][880/940] lr: 1.586e-01, eta: 12:57:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8474, loss: 2.8474 2020-07-02 11:38:06,939 - mmaction - INFO - Epoch [146][900/940] lr: 1.586e-01, eta: 12:56:54, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8162, loss: 2.8162 2020-07-02 11:38:15,954 - mmaction - INFO - Epoch [146][920/940] lr: 1.586e-01, eta: 12:56:45, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.5938, loss_cls: 2.7915, loss: 2.7915 2020-07-02 11:38:24,340 - mmaction - INFO - Epoch [146][940/940] lr: 1.586e-01, eta: 12:56:35, time: 0.420, data_time: 0.002, memory: 6328, top1_acc: 0.3734, top5_acc: 0.6169, loss_cls: 2.9367, loss: 2.9367 2020-07-02 11:38:40,903 - mmaction - INFO - Epoch [147][20/940] lr: 1.562e-01, eta: 12:56:32, time: 0.810, data_time: 0.288, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6469, loss_cls: 2.7445, loss: 2.7445 2020-07-02 11:38:49,607 - mmaction - INFO - Epoch [147][40/940] lr: 1.562e-01, eta: 12:56:22, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7237, loss: 2.7237 2020-07-02 11:38:58,975 - mmaction - INFO - Epoch [147][60/940] lr: 1.562e-01, eta: 12:56:14, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7771, loss: 2.7771 2020-07-02 11:39:07,768 - mmaction - INFO - Epoch [147][80/940] lr: 1.562e-01, eta: 12:56:04, time: 0.444, data_time: 0.005, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5765, loss: 2.5765 2020-07-02 11:39:16,626 - mmaction - INFO - Epoch [147][100/940] lr: 1.562e-01, eta: 12:55:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.7753, loss: 2.7753 2020-07-02 11:39:25,474 - mmaction - INFO - Epoch [147][120/940] lr: 1.562e-01, eta: 12:55:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.8439, loss: 2.8439 2020-07-02 11:39:34,335 - mmaction - INFO - Epoch [147][140/940] lr: 1.562e-01, eta: 12:55:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8274, loss: 2.8274 2020-07-02 11:39:43,227 - mmaction - INFO - Epoch [147][160/940] lr: 1.562e-01, eta: 12:55:28, time: 0.444, data_time: 0.008, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.8019, loss: 2.8019 2020-07-02 11:39:51,992 - mmaction - INFO - Epoch [147][180/940] lr: 1.562e-01, eta: 12:55:19, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6730, loss: 2.6730 2020-07-02 11:40:00,703 - mmaction - INFO - Epoch [147][200/940] lr: 1.562e-01, eta: 12:55:10, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.5697, loss: 2.5697 2020-07-02 11:40:09,460 - mmaction - INFO - Epoch [147][220/940] lr: 1.562e-01, eta: 12:55:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.6385, loss: 2.6385 2020-07-02 11:40:18,772 - mmaction - INFO - Epoch [147][240/940] lr: 1.562e-01, eta: 12:54:52, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.7012, loss: 2.7012 2020-07-02 11:40:27,953 - mmaction - INFO - Epoch [147][260/940] lr: 1.562e-01, eta: 12:54:43, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6344, loss_cls: 2.7748, loss: 2.7748 2020-07-02 11:40:37,332 - mmaction - INFO - Epoch [147][280/940] lr: 1.562e-01, eta: 12:54:34, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.6468, loss: 2.6468 2020-07-02 11:40:46,631 - mmaction - INFO - Epoch [147][300/940] lr: 1.562e-01, eta: 12:54:25, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6429, loss: 2.6429 2020-07-02 11:40:55,528 - mmaction - INFO - Epoch [147][320/940] lr: 1.562e-01, eta: 12:54:16, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.9306, loss: 2.9306 2020-07-02 11:41:04,427 - mmaction - INFO - Epoch [147][340/940] lr: 1.562e-01, eta: 12:54:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.5994, loss: 2.5994 2020-07-02 11:41:13,200 - mmaction - INFO - Epoch [147][360/940] lr: 1.562e-01, eta: 12:53:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7333, loss: 2.7333 2020-07-02 11:41:21,997 - mmaction - INFO - Epoch [147][380/940] lr: 1.562e-01, eta: 12:53:49, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6438, loss_cls: 2.6845, loss: 2.6845 2020-07-02 11:41:30,920 - mmaction - INFO - Epoch [147][400/940] lr: 1.562e-01, eta: 12:53:39, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9267, loss: 2.9267 2020-07-02 11:41:39,718 - mmaction - INFO - Epoch [147][420/940] lr: 1.562e-01, eta: 12:53:30, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6094, loss_cls: 2.7835, loss: 2.7835 2020-07-02 11:41:48,922 - mmaction - INFO - Epoch [147][440/940] lr: 1.562e-01, eta: 12:53:21, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8186, loss: 2.8186 2020-07-02 11:41:57,744 - mmaction - INFO - Epoch [147][460/940] lr: 1.562e-01, eta: 12:53:12, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7308, loss: 2.7308 2020-07-02 11:42:06,585 - mmaction - INFO - Epoch [147][480/940] lr: 1.562e-01, eta: 12:53:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.6964, loss: 2.6964 2020-07-02 11:42:15,460 - mmaction - INFO - Epoch [147][500/940] lr: 1.562e-01, eta: 12:52:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6531, loss_cls: 2.6836, loss: 2.6836 2020-07-02 11:42:24,317 - mmaction - INFO - Epoch [147][520/940] lr: 1.562e-01, eta: 12:52:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7409, loss: 2.7409 2020-07-02 11:42:33,639 - mmaction - INFO - Epoch [147][540/940] lr: 1.562e-01, eta: 12:52:36, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.6660, loss: 2.6660 2020-07-02 11:42:42,493 - mmaction - INFO - Epoch [147][560/940] lr: 1.562e-01, eta: 12:52:27, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8579, loss: 2.8579 2020-07-02 11:42:51,247 - mmaction - INFO - Epoch [147][580/940] lr: 1.562e-01, eta: 12:52:18, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6932, loss: 2.6932 2020-07-02 11:43:00,034 - mmaction - INFO - Epoch [147][600/940] lr: 1.562e-01, eta: 12:52:09, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.6054, loss: 2.6054 2020-07-02 11:43:09,284 - mmaction - INFO - Epoch [147][620/940] lr: 1.562e-01, eta: 12:52:00, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7553, loss: 2.7553 2020-07-02 11:43:18,124 - mmaction - INFO - Epoch [147][640/940] lr: 1.562e-01, eta: 12:51:51, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5506, loss: 2.5506 2020-07-02 11:43:26,926 - mmaction - INFO - Epoch [147][660/940] lr: 1.562e-01, eta: 12:51:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3250, top5_acc: 0.6219, loss_cls: 3.0052, loss: 3.0052 2020-07-02 11:43:35,637 - mmaction - INFO - Epoch [147][680/940] lr: 1.562e-01, eta: 12:51:32, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.8409, loss: 2.8409 2020-07-02 11:43:44,853 - mmaction - INFO - Epoch [147][700/940] lr: 1.562e-01, eta: 12:51:23, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9729, loss: 2.9729 2020-07-02 11:43:53,621 - mmaction - INFO - Epoch [147][720/940] lr: 1.562e-01, eta: 12:51:14, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.6577, loss: 2.6577 2020-07-02 11:44:02,345 - mmaction - INFO - Epoch [147][740/940] lr: 1.562e-01, eta: 12:51:05, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6727, loss: 2.6727 2020-07-02 11:44:11,068 - mmaction - INFO - Epoch [147][760/940] lr: 1.562e-01, eta: 12:50:56, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8062, loss: 2.8062 2020-07-02 11:44:20,018 - mmaction - INFO - Epoch [147][780/940] lr: 1.562e-01, eta: 12:50:47, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.8827, loss: 2.8827 2020-07-02 11:44:29,310 - mmaction - INFO - Epoch [147][800/940] lr: 1.562e-01, eta: 12:50:38, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.9535, loss: 2.9535 2020-07-02 11:44:38,128 - mmaction - INFO - Epoch [147][820/940] lr: 1.562e-01, eta: 12:50:29, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5712, loss: 2.5712 2020-07-02 11:44:46,862 - mmaction - INFO - Epoch [147][840/940] lr: 1.562e-01, eta: 12:50:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.8071, loss: 2.8071 2020-07-02 11:44:56,165 - mmaction - INFO - Epoch [147][860/940] lr: 1.562e-01, eta: 12:50:11, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.6313, loss: 2.6313 2020-07-02 11:45:05,013 - mmaction - INFO - Epoch [147][880/940] lr: 1.562e-01, eta: 12:50:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8866, loss: 2.8866 2020-07-02 11:45:13,781 - mmaction - INFO - Epoch [147][900/940] lr: 1.562e-01, eta: 12:49:52, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9530, loss: 2.9530 2020-07-02 11:45:23,090 - mmaction - INFO - Epoch [147][920/940] lr: 1.562e-01, eta: 12:49:43, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8623, loss: 2.8623 2020-07-02 11:45:31,474 - mmaction - INFO - Epoch [147][940/940] lr: 1.562e-01, eta: 12:49:34, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.3409, top5_acc: 0.5552, loss_cls: 3.0589, loss: 3.0589 2020-07-02 11:45:45,950 - mmaction - INFO - Epoch [148][20/940] lr: 1.538e-01, eta: 12:49:29, time: 0.705, data_time: 0.265, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8057, loss: 2.8057 2020-07-02 11:45:54,745 - mmaction - INFO - Epoch [148][40/940] lr: 1.538e-01, eta: 12:49:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6910, loss: 2.6910 2020-07-02 11:46:03,514 - mmaction - INFO - Epoch [148][60/940] lr: 1.538e-01, eta: 12:49:10, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9937, loss: 2.9937 2020-07-02 11:46:12,314 - mmaction - INFO - Epoch [148][80/940] lr: 1.538e-01, eta: 12:49:01, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8275, loss: 2.8275 2020-07-02 11:46:21,157 - mmaction - INFO - Epoch [148][100/940] lr: 1.538e-01, eta: 12:48:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.4693, loss: 2.4693 2020-07-02 11:46:29,949 - mmaction - INFO - Epoch [148][120/940] lr: 1.538e-01, eta: 12:48:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7738, loss: 2.7738 2020-07-02 11:46:38,745 - mmaction - INFO - Epoch [148][140/940] lr: 1.538e-01, eta: 12:48:34, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6375, loss_cls: 2.6224, loss: 2.6224 2020-07-02 11:46:47,585 - mmaction - INFO - Epoch [148][160/940] lr: 1.538e-01, eta: 12:48:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4565, loss: 2.4565 2020-07-02 11:46:57,077 - mmaction - INFO - Epoch [148][180/940] lr: 1.538e-01, eta: 12:48:16, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8360, loss: 2.8360 2020-07-02 11:47:05,771 - mmaction - INFO - Epoch [148][200/940] lr: 1.538e-01, eta: 12:48:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7666, loss: 2.7666 2020-07-02 11:47:14,514 - mmaction - INFO - Epoch [148][220/940] lr: 1.538e-01, eta: 12:47:57, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.5312, loss: 2.5312 2020-07-02 11:47:23,238 - mmaction - INFO - Epoch [148][240/940] lr: 1.538e-01, eta: 12:47:48, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6031, loss_cls: 2.8657, loss: 2.8657 2020-07-02 11:47:31,987 - mmaction - INFO - Epoch [148][260/940] lr: 1.538e-01, eta: 12:47:39, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8278, loss: 2.8278 2020-07-02 11:47:40,795 - mmaction - INFO - Epoch [148][280/940] lr: 1.538e-01, eta: 12:47:30, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6312, loss_cls: 2.7209, loss: 2.7209 2020-07-02 11:47:49,610 - mmaction - INFO - Epoch [148][300/940] lr: 1.538e-01, eta: 12:47:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.6946, loss: 2.6946 2020-07-02 11:47:58,848 - mmaction - INFO - Epoch [148][320/940] lr: 1.538e-01, eta: 12:47:12, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.7834, loss: 2.7834 2020-07-02 11:48:07,578 - mmaction - INFO - Epoch [148][340/940] lr: 1.538e-01, eta: 12:47:03, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.6556, loss: 2.6556 2020-07-02 11:48:16,399 - mmaction - INFO - Epoch [148][360/940] lr: 1.538e-01, eta: 12:46:53, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7310, loss: 2.7310 2020-07-02 11:48:25,711 - mmaction - INFO - Epoch [148][380/940] lr: 1.538e-01, eta: 12:46:45, time: 0.467, data_time: 0.005, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.6462, loss: 2.6462 2020-07-02 11:48:35,062 - mmaction - INFO - Epoch [148][400/940] lr: 1.538e-01, eta: 12:46:36, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6188, loss_cls: 2.8569, loss: 2.8569 2020-07-02 11:48:44,438 - mmaction - INFO - Epoch [148][420/940] lr: 1.538e-01, eta: 12:46:27, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 2.9971, loss: 2.9971 2020-07-02 11:48:53,201 - mmaction - INFO - Epoch [148][440/940] lr: 1.538e-01, eta: 12:46:18, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.7899, loss: 2.7899 2020-07-02 11:49:01,957 - mmaction - INFO - Epoch [148][460/940] lr: 1.538e-01, eta: 12:46:09, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9152, loss: 2.9152 2020-07-02 11:49:11,233 - mmaction - INFO - Epoch [148][480/940] lr: 1.538e-01, eta: 12:46:00, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7295, loss: 2.7295 2020-07-02 11:49:20,107 - mmaction - INFO - Epoch [148][500/940] lr: 1.538e-01, eta: 12:45:51, time: 0.443, data_time: 0.008, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.7127, loss: 2.7127 2020-07-02 11:49:29,133 - mmaction - INFO - Epoch [148][520/940] lr: 1.538e-01, eta: 12:45:42, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7761, loss: 2.7761 2020-07-02 11:49:37,868 - mmaction - INFO - Epoch [148][540/940] lr: 1.538e-01, eta: 12:45:33, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.6036, loss: 2.6036 2020-07-02 11:49:46,601 - mmaction - INFO - Epoch [148][560/940] lr: 1.538e-01, eta: 12:45:23, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.8978, loss: 2.8978 2020-07-02 11:49:55,551 - mmaction - INFO - Epoch [148][580/940] lr: 1.538e-01, eta: 12:45:14, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.7604, loss: 2.7604 2020-07-02 11:50:04,304 - mmaction - INFO - Epoch [148][600/940] lr: 1.538e-01, eta: 12:45:05, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8210, loss: 2.8210 2020-07-02 11:50:13,834 - mmaction - INFO - Epoch [148][620/940] lr: 1.538e-01, eta: 12:44:56, time: 0.477, data_time: 0.011, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6312, loss_cls: 2.7975, loss: 2.7975 2020-07-02 11:50:22,556 - mmaction - INFO - Epoch [148][640/940] lr: 1.538e-01, eta: 12:44:47, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5969, loss_cls: 2.8555, loss: 2.8555 2020-07-02 11:50:31,379 - mmaction - INFO - Epoch [148][660/940] lr: 1.538e-01, eta: 12:44:38, time: 0.441, data_time: 0.005, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7814, loss: 2.7814 2020-07-02 11:50:40,109 - mmaction - INFO - Epoch [148][680/940] lr: 1.538e-01, eta: 12:44:29, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6281, loss_cls: 2.7541, loss: 2.7541 2020-07-02 11:50:48,994 - mmaction - INFO - Epoch [148][700/940] lr: 1.538e-01, eta: 12:44:20, time: 0.445, data_time: 0.010, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7216, loss: 2.7216 2020-07-02 11:50:58,240 - mmaction - INFO - Epoch [148][720/940] lr: 1.538e-01, eta: 12:44:11, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7396, loss: 2.7396 2020-07-02 11:51:07,143 - mmaction - INFO - Epoch [148][740/940] lr: 1.538e-01, eta: 12:44:02, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0737, loss: 3.0737 2020-07-02 11:51:15,909 - mmaction - INFO - Epoch [148][760/940] lr: 1.538e-01, eta: 12:43:53, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7420, loss: 2.7420 2020-07-02 11:51:24,715 - mmaction - INFO - Epoch [148][780/940] lr: 1.538e-01, eta: 12:43:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.6104, loss: 2.6104 2020-07-02 11:51:33,489 - mmaction - INFO - Epoch [148][800/940] lr: 1.538e-01, eta: 12:43:34, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.6186, loss: 2.6186 2020-07-02 11:51:42,403 - mmaction - INFO - Epoch [148][820/940] lr: 1.538e-01, eta: 12:43:25, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6469, loss_cls: 2.5891, loss: 2.5891 2020-07-02 11:51:51,172 - mmaction - INFO - Epoch [148][840/940] lr: 1.538e-01, eta: 12:43:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9090, loss: 2.9090 2020-07-02 11:51:59,982 - mmaction - INFO - Epoch [148][860/940] lr: 1.538e-01, eta: 12:43:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.5007, loss: 2.5007 2020-07-02 11:52:08,915 - mmaction - INFO - Epoch [148][880/940] lr: 1.538e-01, eta: 12:42:58, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6125, loss_cls: 2.8451, loss: 2.8451 2020-07-02 11:52:17,666 - mmaction - INFO - Epoch [148][900/940] lr: 1.538e-01, eta: 12:42:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6142, loss: 2.6142 2020-07-02 11:52:26,398 - mmaction - INFO - Epoch [148][920/940] lr: 1.538e-01, eta: 12:42:39, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9552, loss: 2.9552 2020-07-02 11:52:34,786 - mmaction - INFO - Epoch [148][940/940] lr: 1.538e-01, eta: 12:42:30, time: 0.420, data_time: 0.002, memory: 6328, top1_acc: 0.4481, top5_acc: 0.6558, loss_cls: 2.5811, loss: 2.5811 2020-07-02 11:52:35,116 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-07-02 11:52:49,831 - mmaction - INFO - Epoch [149][20/940] lr: 1.514e-01, eta: 12:42:24, time: 0.642, data_time: 0.203, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.7411, loss: 2.7411 2020-07-02 11:52:58,600 - mmaction - INFO - Epoch [149][40/940] lr: 1.514e-01, eta: 12:42:14, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6970, loss: 2.6970 2020-07-02 11:53:07,427 - mmaction - INFO - Epoch [149][60/940] lr: 1.514e-01, eta: 12:42:05, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6818, loss: 2.6818 2020-07-02 11:53:16,259 - mmaction - INFO - Epoch [149][80/940] lr: 1.514e-01, eta: 12:41:56, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.6223, loss: 2.6223 2020-07-02 11:53:25,192 - mmaction - INFO - Epoch [149][100/940] lr: 1.514e-01, eta: 12:41:47, time: 0.447, data_time: 0.010, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.5453, loss: 2.5453 2020-07-02 11:53:34,008 - mmaction - INFO - Epoch [149][120/940] lr: 1.514e-01, eta: 12:41:38, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.7374, loss: 2.7374 2020-07-02 11:53:42,757 - mmaction - INFO - Epoch [149][140/940] lr: 1.514e-01, eta: 12:41:29, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.8584, loss: 2.8584 2020-07-02 11:53:51,570 - mmaction - INFO - Epoch [149][160/940] lr: 1.514e-01, eta: 12:41:20, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.5336, loss: 2.5336 2020-07-02 11:54:01,346 - mmaction - INFO - Epoch [149][180/940] lr: 1.514e-01, eta: 12:41:11, time: 0.489, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7049, loss: 2.7049 2020-07-02 11:54:10,131 - mmaction - INFO - Epoch [149][200/940] lr: 1.514e-01, eta: 12:41:02, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6656, loss_cls: 2.7103, loss: 2.7103 2020-07-02 11:54:19,191 - mmaction - INFO - Epoch [149][220/940] lr: 1.514e-01, eta: 12:40:53, time: 0.452, data_time: 0.018, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8687, loss: 2.8687 2020-07-02 11:54:28,025 - mmaction - INFO - Epoch [149][240/940] lr: 1.514e-01, eta: 12:40:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.6448, loss: 2.6448 2020-07-02 11:54:36,830 - mmaction - INFO - Epoch [149][260/940] lr: 1.514e-01, eta: 12:40:35, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.7742, loss: 2.7742 2020-07-02 11:54:45,617 - mmaction - INFO - Epoch [149][280/940] lr: 1.514e-01, eta: 12:40:25, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5981, loss: 2.5981 2020-07-02 11:54:54,748 - mmaction - INFO - Epoch [149][300/940] lr: 1.514e-01, eta: 12:40:17, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4795, loss: 2.4795 2020-07-02 11:55:03,650 - mmaction - INFO - Epoch [149][320/940] lr: 1.514e-01, eta: 12:40:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.5951, loss: 2.5951 2020-07-02 11:55:12,817 - mmaction - INFO - Epoch [149][340/940] lr: 1.514e-01, eta: 12:39:59, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7695, loss: 2.7695 2020-07-02 11:55:21,576 - mmaction - INFO - Epoch [149][360/940] lr: 1.514e-01, eta: 12:39:49, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.6423, loss: 2.6423 2020-07-02 11:55:30,387 - mmaction - INFO - Epoch [149][380/940] lr: 1.514e-01, eta: 12:39:40, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7110, loss: 2.7110 2020-07-02 11:55:39,177 - mmaction - INFO - Epoch [149][400/940] lr: 1.514e-01, eta: 12:39:31, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6031, loss_cls: 2.8936, loss: 2.8936 2020-07-02 11:55:47,985 - mmaction - INFO - Epoch [149][420/940] lr: 1.514e-01, eta: 12:39:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7976, loss: 2.7976 2020-07-02 11:55:56,798 - mmaction - INFO - Epoch [149][440/940] lr: 1.514e-01, eta: 12:39:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.3547, loss: 2.3547 2020-07-02 11:56:06,141 - mmaction - INFO - Epoch [149][460/940] lr: 1.514e-01, eta: 12:39:04, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7750, loss: 2.7750 2020-07-02 11:56:14,962 - mmaction - INFO - Epoch [149][480/940] lr: 1.514e-01, eta: 12:38:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5551, loss: 2.5551 2020-07-02 11:56:23,765 - mmaction - INFO - Epoch [149][500/940] lr: 1.514e-01, eta: 12:38:46, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.8697, loss: 2.8697 2020-07-02 11:56:32,528 - mmaction - INFO - Epoch [149][520/940] lr: 1.514e-01, eta: 12:38:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7220, loss: 2.7220 2020-07-02 11:56:41,267 - mmaction - INFO - Epoch [149][540/940] lr: 1.514e-01, eta: 12:38:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.7315, loss: 2.7315 2020-07-02 11:56:50,075 - mmaction - INFO - Epoch [149][560/940] lr: 1.514e-01, eta: 12:38:18, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6820, loss: 2.6820 2020-07-02 11:56:59,300 - mmaction - INFO - Epoch [149][580/940] lr: 1.514e-01, eta: 12:38:09, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.6318, loss: 2.6318 2020-07-02 11:57:08,075 - mmaction - INFO - Epoch [149][600/940] lr: 1.514e-01, eta: 12:38:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6588, loss: 2.6588 2020-07-02 11:57:17,289 - mmaction - INFO - Epoch [149][620/940] lr: 1.514e-01, eta: 12:37:51, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6781, loss_cls: 2.6676, loss: 2.6676 2020-07-02 11:57:26,076 - mmaction - INFO - Epoch [149][640/940] lr: 1.514e-01, eta: 12:37:42, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9422, loss: 2.9422 2020-07-02 11:57:34,972 - mmaction - INFO - Epoch [149][660/940] lr: 1.514e-01, eta: 12:37:33, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8096, loss: 2.8096 2020-07-02 11:57:43,692 - mmaction - INFO - Epoch [149][680/940] lr: 1.514e-01, eta: 12:37:24, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.8792, loss: 2.8792 2020-07-02 11:57:52,479 - mmaction - INFO - Epoch [149][700/940] lr: 1.514e-01, eta: 12:37:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.5750, loss_cls: 2.9265, loss: 2.9265 2020-07-02 11:58:01,292 - mmaction - INFO - Epoch [149][720/940] lr: 1.514e-01, eta: 12:37:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6281, loss_cls: 2.6971, loss: 2.6971 2020-07-02 11:58:10,089 - mmaction - INFO - Epoch [149][740/940] lr: 1.514e-01, eta: 12:36:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.8768, loss: 2.8768 2020-07-02 11:58:19,151 - mmaction - INFO - Epoch [149][760/940] lr: 1.514e-01, eta: 12:36:47, time: 0.453, data_time: 0.018, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8421, loss: 2.8421 2020-07-02 11:58:27,976 - mmaction - INFO - Epoch [149][780/940] lr: 1.514e-01, eta: 12:36:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 2.9509, loss: 2.9509 2020-07-02 11:58:36,706 - mmaction - INFO - Epoch [149][800/940] lr: 1.514e-01, eta: 12:36:29, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.5842, loss: 2.5842 2020-07-02 11:58:45,491 - mmaction - INFO - Epoch [149][820/940] lr: 1.514e-01, eta: 12:36:20, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8407, loss: 2.8407 2020-07-02 11:58:54,753 - mmaction - INFO - Epoch [149][840/940] lr: 1.514e-01, eta: 12:36:11, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6969, loss_cls: 2.5573, loss: 2.5573 2020-07-02 11:59:03,529 - mmaction - INFO - Epoch [149][860/940] lr: 1.514e-01, eta: 12:36:02, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.7000, loss: 2.7000 2020-07-02 11:59:12,834 - mmaction - INFO - Epoch [149][880/940] lr: 1.514e-01, eta: 12:35:53, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8188, loss: 2.8188 2020-07-02 11:59:21,695 - mmaction - INFO - Epoch [149][900/940] lr: 1.514e-01, eta: 12:35:44, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.8762, loss: 2.8762 2020-07-02 11:59:30,749 - mmaction - INFO - Epoch [149][920/940] lr: 1.514e-01, eta: 12:35:35, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.5875, loss_cls: 2.9291, loss: 2.9291 2020-07-02 11:59:39,220 - mmaction - INFO - Epoch [149][940/940] lr: 1.514e-01, eta: 12:35:25, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.4058, top5_acc: 0.6299, loss_cls: 2.7474, loss: 2.7474 2020-07-02 11:59:53,674 - mmaction - INFO - Epoch [150][20/940] lr: 1.490e-01, eta: 12:35:20, time: 0.704, data_time: 0.263, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5913, loss: 2.5913 2020-07-02 12:00:02,972 - mmaction - INFO - Epoch [150][40/940] lr: 1.490e-01, eta: 12:35:11, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7234, loss: 2.7234 2020-07-02 12:00:19,637 - mmaction - INFO - Epoch [150][60/940] lr: 1.490e-01, eta: 12:35:07, time: 0.850, data_time: 0.026, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.6865, loss: 2.6865 2020-07-02 12:00:28,907 - mmaction - INFO - Epoch [150][80/940] lr: 1.490e-01, eta: 12:34:59, time: 0.467, data_time: 0.010, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.7109, loss: 2.7109 2020-07-02 12:00:38,138 - mmaction - INFO - Epoch [150][100/940] lr: 1.490e-01, eta: 12:34:50, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8529, loss: 2.8529 2020-07-02 12:00:47,370 - mmaction - INFO - Epoch [150][120/940] lr: 1.490e-01, eta: 12:34:41, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8940, loss: 2.8940 2020-07-02 12:00:56,080 - mmaction - INFO - Epoch [150][140/940] lr: 1.490e-01, eta: 12:34:32, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.8255, loss: 2.8255 2020-07-02 12:01:04,877 - mmaction - INFO - Epoch [150][160/940] lr: 1.490e-01, eta: 12:34:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4519, loss: 2.4519 2020-07-02 12:01:13,581 - mmaction - INFO - Epoch [150][180/940] lr: 1.490e-01, eta: 12:34:13, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7706, loss: 2.7706 2020-07-02 12:01:22,396 - mmaction - INFO - Epoch [150][200/940] lr: 1.490e-01, eta: 12:34:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6948, loss: 2.6948 2020-07-02 12:01:31,192 - mmaction - INFO - Epoch [150][220/940] lr: 1.490e-01, eta: 12:33:55, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.5841, loss: 2.5841 2020-07-02 12:01:39,947 - mmaction - INFO - Epoch [150][240/940] lr: 1.490e-01, eta: 12:33:46, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.9518, loss: 2.9518 2020-07-02 12:01:48,799 - mmaction - INFO - Epoch [150][260/940] lr: 1.490e-01, eta: 12:33:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7028, loss: 2.7028 2020-07-02 12:01:58,055 - mmaction - INFO - Epoch [150][280/940] lr: 1.490e-01, eta: 12:33:28, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6406, loss_cls: 2.7348, loss: 2.7348 2020-07-02 12:02:06,748 - mmaction - INFO - Epoch [150][300/940] lr: 1.490e-01, eta: 12:33:19, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.6940, loss: 2.6940 2020-07-02 12:02:15,666 - mmaction - INFO - Epoch [150][320/940] lr: 1.490e-01, eta: 12:33:09, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7470, loss: 2.7470 2020-07-02 12:02:24,406 - mmaction - INFO - Epoch [150][340/940] lr: 1.490e-01, eta: 12:33:00, time: 0.441, data_time: 0.006, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.5329, loss: 2.5329 2020-07-02 12:02:33,567 - mmaction - INFO - Epoch [150][360/940] lr: 1.490e-01, eta: 12:32:51, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5689, loss: 2.5689 2020-07-02 12:02:42,496 - mmaction - INFO - Epoch [150][380/940] lr: 1.490e-01, eta: 12:32:42, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.6873, loss: 2.6873 2020-07-02 12:02:51,763 - mmaction - INFO - Epoch [150][400/940] lr: 1.490e-01, eta: 12:32:33, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.6644, loss: 2.6644 2020-07-02 12:03:00,527 - mmaction - INFO - Epoch [150][420/940] lr: 1.490e-01, eta: 12:32:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7334, loss: 2.7334 2020-07-02 12:03:09,712 - mmaction - INFO - Epoch [150][440/940] lr: 1.490e-01, eta: 12:32:15, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6500, loss_cls: 2.6686, loss: 2.6686 2020-07-02 12:03:18,463 - mmaction - INFO - Epoch [150][460/940] lr: 1.490e-01, eta: 12:32:06, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6750, loss_cls: 2.6619, loss: 2.6619 2020-07-02 12:03:27,258 - mmaction - INFO - Epoch [150][480/940] lr: 1.490e-01, eta: 12:31:57, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.8111, loss: 2.8111 2020-07-02 12:03:36,033 - mmaction - INFO - Epoch [150][500/940] lr: 1.490e-01, eta: 12:31:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4599, loss: 2.4599 2020-07-02 12:03:44,809 - mmaction - INFO - Epoch [150][520/940] lr: 1.490e-01, eta: 12:31:39, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6594, loss_cls: 2.7207, loss: 2.7207 2020-07-02 12:03:53,558 - mmaction - INFO - Epoch [150][540/940] lr: 1.490e-01, eta: 12:31:29, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9075, loss: 2.9075 2020-07-02 12:04:02,349 - mmaction - INFO - Epoch [150][560/940] lr: 1.490e-01, eta: 12:31:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9051, loss: 2.9051 2020-07-02 12:04:11,091 - mmaction - INFO - Epoch [150][580/940] lr: 1.490e-01, eta: 12:31:11, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5981, loss: 2.5981 2020-07-02 12:04:19,926 - mmaction - INFO - Epoch [150][600/940] lr: 1.490e-01, eta: 12:31:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0183, loss: 3.0183 2020-07-02 12:04:28,647 - mmaction - INFO - Epoch [150][620/940] lr: 1.490e-01, eta: 12:30:53, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6500, loss_cls: 2.7175, loss: 2.7175 2020-07-02 12:04:37,846 - mmaction - INFO - Epoch [150][640/940] lr: 1.490e-01, eta: 12:30:44, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6086, loss: 2.6086 2020-07-02 12:04:46,667 - mmaction - INFO - Epoch [150][660/940] lr: 1.490e-01, eta: 12:30:35, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6094, loss_cls: 2.8517, loss: 2.8517 2020-07-02 12:04:55,621 - mmaction - INFO - Epoch [150][680/940] lr: 1.490e-01, eta: 12:30:26, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.8420, loss: 2.8420 2020-07-02 12:05:04,594 - mmaction - INFO - Epoch [150][700/940] lr: 1.490e-01, eta: 12:30:17, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4432, loss: 2.4432 2020-07-02 12:05:13,410 - mmaction - INFO - Epoch [150][720/940] lr: 1.490e-01, eta: 12:30:07, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.8043, loss: 2.8043 2020-07-02 12:05:22,226 - mmaction - INFO - Epoch [150][740/940] lr: 1.490e-01, eta: 12:29:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7751, loss: 2.7751 2020-07-02 12:05:30,947 - mmaction - INFO - Epoch [150][760/940] lr: 1.490e-01, eta: 12:29:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6312, loss_cls: 2.7082, loss: 2.7082 2020-07-02 12:05:40,241 - mmaction - INFO - Epoch [150][780/940] lr: 1.490e-01, eta: 12:29:40, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.7759, loss: 2.7759 2020-07-02 12:05:48,995 - mmaction - INFO - Epoch [150][800/940] lr: 1.490e-01, eta: 12:29:31, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6906, loss_cls: 2.5329, loss: 2.5329 2020-07-02 12:05:57,763 - mmaction - INFO - Epoch [150][820/940] lr: 1.490e-01, eta: 12:29:22, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7863, loss: 2.7863 2020-07-02 12:06:06,511 - mmaction - INFO - Epoch [150][840/940] lr: 1.490e-01, eta: 12:29:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6937, loss_cls: 2.5766, loss: 2.5766 2020-07-02 12:06:15,332 - mmaction - INFO - Epoch [150][860/940] lr: 1.490e-01, eta: 12:29:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6681, loss: 2.6681 2020-07-02 12:06:24,645 - mmaction - INFO - Epoch [150][880/940] lr: 1.490e-01, eta: 12:28:55, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9162, loss: 2.9162 2020-07-02 12:06:33,481 - mmaction - INFO - Epoch [150][900/940] lr: 1.490e-01, eta: 12:28:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.8425, loss: 2.8425 2020-07-02 12:06:42,179 - mmaction - INFO - Epoch [150][920/940] lr: 1.490e-01, eta: 12:28:36, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8435, loss: 2.8435 2020-07-02 12:06:50,591 - mmaction - INFO - Epoch [150][940/940] lr: 1.490e-01, eta: 12:28:27, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.3247, top5_acc: 0.6429, loss_cls: 2.8660, loss: 2.8660 2020-07-02 12:07:16,737 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 12:07:17,611 - mmaction - INFO - top1_acc 0.4268 top5_acc 0.6913 2020-07-02 12:07:17,611 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 12:07:17,684 - mmaction - INFO - mean_acc 0.4268 2020-07-02 12:07:17,695 - mmaction - INFO - Epoch [150][940/940] lr: 1.490e-01, top1_acc: 0.4268, top5_acc: 0.6913, mean_class_accuracy: 0.4268 2020-07-02 12:07:30,200 - mmaction - INFO - Epoch [151][20/940] lr: 1.467e-01, eta: 12:28:20, time: 0.624, data_time: 0.189, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6219, loss_cls: 2.7103, loss: 2.7103 2020-07-02 12:07:39,250 - mmaction - INFO - Epoch [151][40/940] lr: 1.467e-01, eta: 12:28:11, time: 0.453, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.6342, loss: 2.6342 2020-07-02 12:07:48,038 - mmaction - INFO - Epoch [151][60/940] lr: 1.467e-01, eta: 12:28:02, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7521, loss: 2.7521 2020-07-02 12:07:56,815 - mmaction - INFO - Epoch [151][80/940] lr: 1.467e-01, eta: 12:27:53, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.5690, loss: 2.5690 2020-07-02 12:08:05,615 - mmaction - INFO - Epoch [151][100/940] lr: 1.467e-01, eta: 12:27:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.6852, loss: 2.6852 2020-07-02 12:08:14,378 - mmaction - INFO - Epoch [151][120/940] lr: 1.467e-01, eta: 12:27:35, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8866, loss: 2.8866 2020-07-02 12:08:23,418 - mmaction - INFO - Epoch [151][140/940] lr: 1.467e-01, eta: 12:27:26, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5575, loss: 2.5575 2020-07-02 12:08:32,690 - mmaction - INFO - Epoch [151][160/940] lr: 1.467e-01, eta: 12:27:17, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8193, loss: 2.8193 2020-07-02 12:08:41,446 - mmaction - INFO - Epoch [151][180/940] lr: 1.467e-01, eta: 12:27:08, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5332, loss: 2.5332 2020-07-02 12:08:50,200 - mmaction - INFO - Epoch [151][200/940] lr: 1.467e-01, eta: 12:26:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.6582, loss: 2.6582 2020-07-02 12:08:58,946 - mmaction - INFO - Epoch [151][220/940] lr: 1.467e-01, eta: 12:26:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6312, loss_cls: 2.7324, loss: 2.7324 2020-07-02 12:09:07,666 - mmaction - INFO - Epoch [151][240/940] lr: 1.467e-01, eta: 12:26:40, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.7303, loss: 2.7303 2020-07-02 12:09:16,342 - mmaction - INFO - Epoch [151][260/940] lr: 1.467e-01, eta: 12:26:31, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.9283, loss: 2.9283 2020-07-02 12:09:25,184 - mmaction - INFO - Epoch [151][280/940] lr: 1.467e-01, eta: 12:26:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.7540, loss: 2.7540 2020-07-02 12:09:33,940 - mmaction - INFO - Epoch [151][300/940] lr: 1.467e-01, eta: 12:26:12, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7032, loss: 2.7032 2020-07-02 12:09:42,704 - mmaction - INFO - Epoch [151][320/940] lr: 1.467e-01, eta: 12:26:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0401, loss: 3.0401 2020-07-02 12:09:52,003 - mmaction - INFO - Epoch [151][340/940] lr: 1.467e-01, eta: 12:25:54, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7440, loss: 2.7440 2020-07-02 12:10:00,777 - mmaction - INFO - Epoch [151][360/940] lr: 1.467e-01, eta: 12:25:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.8214, loss: 2.8214 2020-07-02 12:10:09,690 - mmaction - INFO - Epoch [151][380/940] lr: 1.467e-01, eta: 12:25:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7927, loss: 2.7927 2020-07-02 12:10:18,567 - mmaction - INFO - Epoch [151][400/940] lr: 1.467e-01, eta: 12:25:27, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8073, loss: 2.8073 2020-07-02 12:10:27,317 - mmaction - INFO - Epoch [151][420/940] lr: 1.467e-01, eta: 12:25:18, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6581, loss: 2.6581 2020-07-02 12:10:36,895 - mmaction - INFO - Epoch [151][440/940] lr: 1.467e-01, eta: 12:25:09, time: 0.479, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.5938, loss_cls: 2.8270, loss: 2.8270 2020-07-02 12:10:45,676 - mmaction - INFO - Epoch [151][460/940] lr: 1.467e-01, eta: 12:25:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5511, loss: 2.5511 2020-07-02 12:10:54,474 - mmaction - INFO - Epoch [151][480/940] lr: 1.467e-01, eta: 12:24:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.8382, loss: 2.8382 2020-07-02 12:11:03,288 - mmaction - INFO - Epoch [151][500/940] lr: 1.467e-01, eta: 12:24:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6281, loss_cls: 2.7844, loss: 2.7844 2020-07-02 12:11:12,144 - mmaction - INFO - Epoch [151][520/940] lr: 1.467e-01, eta: 12:24:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7390, loss: 2.7390 2020-07-02 12:11:20,872 - mmaction - INFO - Epoch [151][540/940] lr: 1.467e-01, eta: 12:24:23, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6893, loss: 2.6893 2020-07-02 12:11:29,697 - mmaction - INFO - Epoch [151][560/940] lr: 1.467e-01, eta: 12:24:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7500, loss: 2.7500 2020-07-02 12:11:38,522 - mmaction - INFO - Epoch [151][580/940] lr: 1.467e-01, eta: 12:24:05, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6781, loss_cls: 2.6541, loss: 2.6541 2020-07-02 12:11:47,341 - mmaction - INFO - Epoch [151][600/940] lr: 1.467e-01, eta: 12:23:56, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.5450, loss: 2.5450 2020-07-02 12:11:56,158 - mmaction - INFO - Epoch [151][620/940] lr: 1.467e-01, eta: 12:23:47, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.8085, loss: 2.8085 2020-07-02 12:12:04,906 - mmaction - INFO - Epoch [151][640/940] lr: 1.467e-01, eta: 12:23:38, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7630, loss: 2.7630 2020-07-02 12:12:13,706 - mmaction - INFO - Epoch [151][660/940] lr: 1.467e-01, eta: 12:23:28, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6672, loss: 2.6672 2020-07-02 12:12:22,511 - mmaction - INFO - Epoch [151][680/940] lr: 1.467e-01, eta: 12:23:19, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6438, loss_cls: 2.6717, loss: 2.6717 2020-07-02 12:12:31,280 - mmaction - INFO - Epoch [151][700/940] lr: 1.467e-01, eta: 12:23:10, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.6237, loss: 2.6237 2020-07-02 12:12:40,023 - mmaction - INFO - Epoch [151][720/940] lr: 1.467e-01, eta: 12:23:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.6554, loss: 2.6554 2020-07-02 12:12:48,730 - mmaction - INFO - Epoch [151][740/940] lr: 1.467e-01, eta: 12:22:52, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.6533, loss: 2.6533 2020-07-02 12:12:57,487 - mmaction - INFO - Epoch [151][760/940] lr: 1.467e-01, eta: 12:22:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9206, loss: 2.9206 2020-07-02 12:13:06,245 - mmaction - INFO - Epoch [151][780/940] lr: 1.467e-01, eta: 12:22:33, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8797, loss: 2.8797 2020-07-02 12:13:15,004 - mmaction - INFO - Epoch [151][800/940] lr: 1.467e-01, eta: 12:22:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.5863, loss: 2.5863 2020-07-02 12:13:23,782 - mmaction - INFO - Epoch [151][820/940] lr: 1.467e-01, eta: 12:22:15, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.8893, loss: 2.8893 2020-07-02 12:13:32,635 - mmaction - INFO - Epoch [151][840/940] lr: 1.467e-01, eta: 12:22:06, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.7255, loss: 2.7255 2020-07-02 12:13:41,520 - mmaction - INFO - Epoch [151][860/940] lr: 1.467e-01, eta: 12:21:57, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8137, loss: 2.8137 2020-07-02 12:13:50,372 - mmaction - INFO - Epoch [151][880/940] lr: 1.467e-01, eta: 12:21:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6312, loss_cls: 2.7710, loss: 2.7710 2020-07-02 12:13:59,164 - mmaction - INFO - Epoch [151][900/940] lr: 1.467e-01, eta: 12:21:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8096, loss: 2.8096 2020-07-02 12:14:08,531 - mmaction - INFO - Epoch [151][920/940] lr: 1.467e-01, eta: 12:21:30, time: 0.471, data_time: 0.003, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6875, loss_cls: 2.6704, loss: 2.6704 2020-07-02 12:14:16,894 - mmaction - INFO - Epoch [151][940/940] lr: 1.467e-01, eta: 12:21:20, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.3701, top5_acc: 0.6136, loss_cls: 2.8871, loss: 2.8871 2020-07-02 12:14:32,328 - mmaction - INFO - Epoch [152][20/940] lr: 1.443e-01, eta: 12:21:15, time: 0.755, data_time: 0.300, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7766, loss: 2.7766 2020-07-02 12:14:41,194 - mmaction - INFO - Epoch [152][40/940] lr: 1.443e-01, eta: 12:21:06, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.6811, loss: 2.6811 2020-07-02 12:14:50,084 - mmaction - INFO - Epoch [152][60/940] lr: 1.443e-01, eta: 12:20:57, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.8316, loss: 2.8316 2020-07-02 12:14:58,838 - mmaction - INFO - Epoch [152][80/940] lr: 1.443e-01, eta: 12:20:48, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.9069, loss: 2.9069 2020-07-02 12:15:07,703 - mmaction - INFO - Epoch [152][100/940] lr: 1.443e-01, eta: 12:20:39, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8890, loss: 2.8890 2020-07-02 12:15:16,540 - mmaction - INFO - Epoch [152][120/940] lr: 1.443e-01, eta: 12:20:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6250, loss_cls: 2.7443, loss: 2.7443 2020-07-02 12:15:25,253 - mmaction - INFO - Epoch [152][140/940] lr: 1.443e-01, eta: 12:20:20, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5655, loss: 2.5655 2020-07-02 12:15:34,390 - mmaction - INFO - Epoch [152][160/940] lr: 1.443e-01, eta: 12:20:11, time: 0.457, data_time: 0.012, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.5242, loss: 2.5242 2020-07-02 12:15:43,122 - mmaction - INFO - Epoch [152][180/940] lr: 1.443e-01, eta: 12:20:02, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5500, loss: 2.5500 2020-07-02 12:15:52,078 - mmaction - INFO - Epoch [152][200/940] lr: 1.443e-01, eta: 12:19:53, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6518, loss: 2.6518 2020-07-02 12:16:00,978 - mmaction - INFO - Epoch [152][220/940] lr: 1.443e-01, eta: 12:19:44, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6125, loss_cls: 2.7451, loss: 2.7451 2020-07-02 12:16:09,765 - mmaction - INFO - Epoch [152][240/940] lr: 1.443e-01, eta: 12:19:35, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.7189, loss: 2.7189 2020-07-02 12:16:18,613 - mmaction - INFO - Epoch [152][260/940] lr: 1.443e-01, eta: 12:19:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7640, loss: 2.7640 2020-07-02 12:16:27,366 - mmaction - INFO - Epoch [152][280/940] lr: 1.443e-01, eta: 12:19:17, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6375, loss_cls: 2.7736, loss: 2.7736 2020-07-02 12:16:36,079 - mmaction - INFO - Epoch [152][300/940] lr: 1.443e-01, eta: 12:19:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8647, loss: 2.8647 2020-07-02 12:16:44,849 - mmaction - INFO - Epoch [152][320/940] lr: 1.443e-01, eta: 12:18:58, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6219, loss_cls: 2.8575, loss: 2.8575 2020-07-02 12:16:54,055 - mmaction - INFO - Epoch [152][340/940] lr: 1.443e-01, eta: 12:18:49, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.6622, loss: 2.6622 2020-07-02 12:17:03,414 - mmaction - INFO - Epoch [152][360/940] lr: 1.443e-01, eta: 12:18:41, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5955, loss: 2.5955 2020-07-02 12:17:12,560 - mmaction - INFO - Epoch [152][380/940] lr: 1.443e-01, eta: 12:18:32, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8485, loss: 2.8485 2020-07-02 12:17:21,951 - mmaction - INFO - Epoch [152][400/940] lr: 1.443e-01, eta: 12:18:23, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.6849, loss: 2.6849 2020-07-02 12:17:31,211 - mmaction - INFO - Epoch [152][420/940] lr: 1.443e-01, eta: 12:18:14, time: 0.465, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7331, loss: 2.7331 2020-07-02 12:17:39,973 - mmaction - INFO - Epoch [152][440/940] lr: 1.443e-01, eta: 12:18:05, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6344, loss_cls: 2.7115, loss: 2.7115 2020-07-02 12:17:48,711 - mmaction - INFO - Epoch [152][460/940] lr: 1.443e-01, eta: 12:17:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6281, loss_cls: 2.7638, loss: 2.7638 2020-07-02 12:17:57,529 - mmaction - INFO - Epoch [152][480/940] lr: 1.443e-01, eta: 12:17:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6406, loss_cls: 2.6574, loss: 2.6574 2020-07-02 12:18:06,346 - mmaction - INFO - Epoch [152][500/940] lr: 1.443e-01, eta: 12:17:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.8067, loss: 2.8067 2020-07-02 12:18:15,061 - mmaction - INFO - Epoch [152][520/940] lr: 1.443e-01, eta: 12:17:28, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6156, loss_cls: 2.8397, loss: 2.8397 2020-07-02 12:18:24,439 - mmaction - INFO - Epoch [152][540/940] lr: 1.443e-01, eta: 12:17:19, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9205, loss: 2.9205 2020-07-02 12:18:33,270 - mmaction - INFO - Epoch [152][560/940] lr: 1.443e-01, eta: 12:17:10, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6583, loss: 2.6583 2020-07-02 12:18:41,960 - mmaction - INFO - Epoch [152][580/940] lr: 1.443e-01, eta: 12:17:01, time: 0.437, data_time: 0.004, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.5096, loss: 2.5096 2020-07-02 12:18:51,873 - mmaction - INFO - Epoch [152][600/940] lr: 1.443e-01, eta: 12:16:53, time: 0.494, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5389, loss: 2.5389 2020-07-02 12:19:00,646 - mmaction - INFO - Epoch [152][620/940] lr: 1.443e-01, eta: 12:16:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6469, loss_cls: 2.7466, loss: 2.7466 2020-07-02 12:19:09,519 - mmaction - INFO - Epoch [152][640/940] lr: 1.443e-01, eta: 12:16:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.7495, loss: 2.7495 2020-07-02 12:19:18,325 - mmaction - INFO - Epoch [152][660/940] lr: 1.443e-01, eta: 12:16:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8086, loss: 2.8086 2020-07-02 12:19:27,612 - mmaction - INFO - Epoch [152][680/940] lr: 1.443e-01, eta: 12:16:16, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7042, loss: 2.7042 2020-07-02 12:19:36,288 - mmaction - INFO - Epoch [152][700/940] lr: 1.443e-01, eta: 12:16:07, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8566, loss: 2.8566 2020-07-02 12:19:44,998 - mmaction - INFO - Epoch [152][720/940] lr: 1.443e-01, eta: 12:15:58, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8707, loss: 2.8707 2020-07-02 12:19:54,370 - mmaction - INFO - Epoch [152][740/940] lr: 1.443e-01, eta: 12:15:49, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5906, loss: 2.5906 2020-07-02 12:20:03,132 - mmaction - INFO - Epoch [152][760/940] lr: 1.443e-01, eta: 12:15:40, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8602, loss: 2.8602 2020-07-02 12:20:11,933 - mmaction - INFO - Epoch [152][780/940] lr: 1.443e-01, eta: 12:15:31, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.7659, loss: 2.7659 2020-07-02 12:20:20,731 - mmaction - INFO - Epoch [152][800/940] lr: 1.443e-01, eta: 12:15:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8950, loss: 2.8950 2020-07-02 12:20:29,437 - mmaction - INFO - Epoch [152][820/940] lr: 1.443e-01, eta: 12:15:12, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4953, loss: 2.4953 2020-07-02 12:20:38,161 - mmaction - INFO - Epoch [152][840/940] lr: 1.443e-01, eta: 12:15:03, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6693, loss: 2.6693 2020-07-02 12:20:46,879 - mmaction - INFO - Epoch [152][860/940] lr: 1.443e-01, eta: 12:14:54, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.8863, loss: 2.8863 2020-07-02 12:20:56,138 - mmaction - INFO - Epoch [152][880/940] lr: 1.443e-01, eta: 12:14:45, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.5969, loss_cls: 2.7885, loss: 2.7885 2020-07-02 12:21:04,889 - mmaction - INFO - Epoch [152][900/940] lr: 1.443e-01, eta: 12:14:36, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.8179, loss: 2.8179 2020-07-02 12:21:13,635 - mmaction - INFO - Epoch [152][920/940] lr: 1.443e-01, eta: 12:14:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5757, loss: 2.5757 2020-07-02 12:21:22,100 - mmaction - INFO - Epoch [152][940/940] lr: 1.443e-01, eta: 12:14:17, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3896, top5_acc: 0.6201, loss_cls: 2.7626, loss: 2.7626 2020-07-02 12:21:22,511 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-07-02 12:21:37,022 - mmaction - INFO - Epoch [153][20/940] lr: 1.419e-01, eta: 12:14:11, time: 0.667, data_time: 0.228, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.8248, loss: 2.8248 2020-07-02 12:21:45,903 - mmaction - INFO - Epoch [153][40/940] lr: 1.419e-01, eta: 12:14:02, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.6454, loss: 2.6454 2020-07-02 12:21:55,117 - mmaction - INFO - Epoch [153][60/940] lr: 1.419e-01, eta: 12:13:53, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8853, loss: 2.8853 2020-07-02 12:22:03,804 - mmaction - INFO - Epoch [153][80/940] lr: 1.419e-01, eta: 12:13:44, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.6570, loss: 2.6570 2020-07-02 12:22:13,266 - mmaction - INFO - Epoch [153][100/940] lr: 1.419e-01, eta: 12:13:35, time: 0.473, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6156, loss_cls: 2.8169, loss: 2.8169 2020-07-02 12:22:22,055 - mmaction - INFO - Epoch [153][120/940] lr: 1.419e-01, eta: 12:13:26, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7530, loss: 2.7530 2020-07-02 12:22:30,834 - mmaction - INFO - Epoch [153][140/940] lr: 1.419e-01, eta: 12:13:17, time: 0.440, data_time: 0.004, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.6495, loss: 2.6495 2020-07-02 12:22:39,666 - mmaction - INFO - Epoch [153][160/940] lr: 1.419e-01, eta: 12:13:08, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6371, loss: 2.6371 2020-07-02 12:22:48,460 - mmaction - INFO - Epoch [153][180/940] lr: 1.419e-01, eta: 12:12:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5982, loss: 2.5982 2020-07-02 12:22:57,327 - mmaction - INFO - Epoch [153][200/940] lr: 1.419e-01, eta: 12:12:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.7129, loss: 2.7129 2020-07-02 12:23:06,125 - mmaction - INFO - Epoch [153][220/940] lr: 1.419e-01, eta: 12:12:40, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6375, loss_cls: 2.9313, loss: 2.9313 2020-07-02 12:23:14,913 - mmaction - INFO - Epoch [153][240/940] lr: 1.419e-01, eta: 12:12:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4505, loss: 2.4505 2020-07-02 12:23:23,658 - mmaction - INFO - Epoch [153][260/940] lr: 1.419e-01, eta: 12:12:22, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8293, loss: 2.8293 2020-07-02 12:23:32,940 - mmaction - INFO - Epoch [153][280/940] lr: 1.419e-01, eta: 12:12:13, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6156, loss_cls: 2.7732, loss: 2.7732 2020-07-02 12:23:41,712 - mmaction - INFO - Epoch [153][300/940] lr: 1.419e-01, eta: 12:12:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.6319, loss: 2.6319 2020-07-02 12:23:50,424 - mmaction - INFO - Epoch [153][320/940] lr: 1.419e-01, eta: 12:11:55, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.7810, loss: 2.7810 2020-07-02 12:23:59,342 - mmaction - INFO - Epoch [153][340/940] lr: 1.419e-01, eta: 12:11:46, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.5450, loss: 2.5450 2020-07-02 12:24:08,540 - mmaction - INFO - Epoch [153][360/940] lr: 1.419e-01, eta: 12:11:37, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5404, loss: 2.5404 2020-07-02 12:24:17,307 - mmaction - INFO - Epoch [153][380/940] lr: 1.419e-01, eta: 12:11:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.3894, loss: 2.3894 2020-07-02 12:24:26,332 - mmaction - INFO - Epoch [153][400/940] lr: 1.419e-01, eta: 12:11:19, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.8087, loss: 2.8087 2020-07-02 12:24:35,082 - mmaction - INFO - Epoch [153][420/940] lr: 1.419e-01, eta: 12:11:09, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.7961, loss: 2.7961 2020-07-02 12:24:44,002 - mmaction - INFO - Epoch [153][440/940] lr: 1.419e-01, eta: 12:11:00, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.6351, loss: 2.6351 2020-07-02 12:24:52,835 - mmaction - INFO - Epoch [153][460/940] lr: 1.419e-01, eta: 12:10:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6300, loss: 2.6300 2020-07-02 12:25:01,574 - mmaction - INFO - Epoch [153][480/940] lr: 1.419e-01, eta: 12:10:42, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7439, loss: 2.7439 2020-07-02 12:25:10,305 - mmaction - INFO - Epoch [153][500/940] lr: 1.419e-01, eta: 12:10:33, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.6483, loss: 2.6483 2020-07-02 12:25:19,405 - mmaction - INFO - Epoch [153][520/940] lr: 1.419e-01, eta: 12:10:24, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9600, loss: 2.9600 2020-07-02 12:25:28,135 - mmaction - INFO - Epoch [153][540/940] lr: 1.419e-01, eta: 12:10:15, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.7858, loss: 2.7858 2020-07-02 12:25:37,064 - mmaction - INFO - Epoch [153][560/940] lr: 1.419e-01, eta: 12:10:06, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4584, loss: 2.4584 2020-07-02 12:25:45,871 - mmaction - INFO - Epoch [153][580/940] lr: 1.419e-01, eta: 12:09:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7174, loss: 2.7174 2020-07-02 12:25:54,910 - mmaction - INFO - Epoch [153][600/940] lr: 1.419e-01, eta: 12:09:47, time: 0.453, data_time: 0.017, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8433, loss: 2.8433 2020-07-02 12:26:03,682 - mmaction - INFO - Epoch [153][620/940] lr: 1.419e-01, eta: 12:09:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5831, loss: 2.5831 2020-07-02 12:26:13,111 - mmaction - INFO - Epoch [153][640/940] lr: 1.419e-01, eta: 12:09:30, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.6878, loss: 2.6878 2020-07-02 12:26:21,856 - mmaction - INFO - Epoch [153][660/940] lr: 1.419e-01, eta: 12:09:20, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6125, loss_cls: 2.8147, loss: 2.8147 2020-07-02 12:26:31,207 - mmaction - INFO - Epoch [153][680/940] lr: 1.419e-01, eta: 12:09:12, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7103, loss: 2.7103 2020-07-02 12:26:39,984 - mmaction - INFO - Epoch [153][700/940] lr: 1.419e-01, eta: 12:09:02, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6375, loss_cls: 2.6958, loss: 2.6958 2020-07-02 12:26:48,840 - mmaction - INFO - Epoch [153][720/940] lr: 1.419e-01, eta: 12:08:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6588, loss: 2.6588 2020-07-02 12:26:57,631 - mmaction - INFO - Epoch [153][740/940] lr: 1.419e-01, eta: 12:08:44, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6456, loss: 2.6456 2020-07-02 12:27:06,866 - mmaction - INFO - Epoch [153][760/940] lr: 1.419e-01, eta: 12:08:35, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.7668, loss: 2.7668 2020-07-02 12:27:15,670 - mmaction - INFO - Epoch [153][780/940] lr: 1.419e-01, eta: 12:08:26, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.7894, loss: 2.7894 2020-07-02 12:27:24,497 - mmaction - INFO - Epoch [153][800/940] lr: 1.419e-01, eta: 12:08:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.6504, loss: 2.6504 2020-07-02 12:27:33,939 - mmaction - INFO - Epoch [153][820/940] lr: 1.419e-01, eta: 12:08:08, time: 0.473, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8262, loss: 2.8262 2020-07-02 12:27:42,643 - mmaction - INFO - Epoch [153][840/940] lr: 1.419e-01, eta: 12:07:59, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6074, loss: 2.6074 2020-07-02 12:27:51,470 - mmaction - INFO - Epoch [153][860/940] lr: 1.419e-01, eta: 12:07:50, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6687, loss_cls: 2.6181, loss: 2.6181 2020-07-02 12:28:00,845 - mmaction - INFO - Epoch [153][880/940] lr: 1.419e-01, eta: 12:07:41, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.4440, loss: 2.4440 2020-07-02 12:28:09,593 - mmaction - INFO - Epoch [153][900/940] lr: 1.419e-01, eta: 12:07:32, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.8486, loss: 2.8486 2020-07-02 12:28:18,416 - mmaction - INFO - Epoch [153][920/940] lr: 1.419e-01, eta: 12:07:23, time: 0.442, data_time: 0.005, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8298, loss: 2.8298 2020-07-02 12:28:26,808 - mmaction - INFO - Epoch [153][940/940] lr: 1.419e-01, eta: 12:07:13, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.3929, top5_acc: 0.6591, loss_cls: 2.6453, loss: 2.6453 2020-07-02 12:28:42,509 - mmaction - INFO - Epoch [154][20/940] lr: 1.396e-01, eta: 12:07:09, time: 0.767, data_time: 0.317, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7976, loss: 2.7976 2020-07-02 12:28:51,250 - mmaction - INFO - Epoch [154][40/940] lr: 1.396e-01, eta: 12:06:59, time: 0.437, data_time: 0.004, memory: 6328, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0106, loss: 3.0106 2020-07-02 12:29:00,092 - mmaction - INFO - Epoch [154][60/940] lr: 1.396e-01, eta: 12:06:50, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.6673, loss: 2.6673 2020-07-02 12:29:08,948 - mmaction - INFO - Epoch [154][80/940] lr: 1.396e-01, eta: 12:06:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7406, loss: 2.7406 2020-07-02 12:29:17,702 - mmaction - INFO - Epoch [154][100/940] lr: 1.396e-01, eta: 12:06:32, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.8319, loss: 2.8319 2020-07-02 12:29:26,499 - mmaction - INFO - Epoch [154][120/940] lr: 1.396e-01, eta: 12:06:23, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.6961, loss: 2.6961 2020-07-02 12:29:35,247 - mmaction - INFO - Epoch [154][140/940] lr: 1.396e-01, eta: 12:06:14, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5385, loss: 2.5385 2020-07-02 12:29:44,094 - mmaction - INFO - Epoch [154][160/940] lr: 1.396e-01, eta: 12:06:04, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6156, loss_cls: 2.7292, loss: 2.7292 2020-07-02 12:29:53,348 - mmaction - INFO - Epoch [154][180/940] lr: 1.396e-01, eta: 12:05:56, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6906, loss_cls: 2.6424, loss: 2.6424 2020-07-02 12:30:02,116 - mmaction - INFO - Epoch [154][200/940] lr: 1.396e-01, eta: 12:05:46, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7487, loss: 2.7487 2020-07-02 12:30:10,992 - mmaction - INFO - Epoch [154][220/940] lr: 1.396e-01, eta: 12:05:37, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.6595, loss: 2.6595 2020-07-02 12:30:19,755 - mmaction - INFO - Epoch [154][240/940] lr: 1.396e-01, eta: 12:05:28, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6125, loss_cls: 2.7928, loss: 2.7928 2020-07-02 12:30:28,531 - mmaction - INFO - Epoch [154][260/940] lr: 1.396e-01, eta: 12:05:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6781, loss_cls: 2.5541, loss: 2.5541 2020-07-02 12:30:37,344 - mmaction - INFO - Epoch [154][280/940] lr: 1.396e-01, eta: 12:05:10, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7108, loss: 2.7108 2020-07-02 12:30:46,655 - mmaction - INFO - Epoch [154][300/940] lr: 1.396e-01, eta: 12:05:01, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.5852, loss: 2.5852 2020-07-02 12:30:55,399 - mmaction - INFO - Epoch [154][320/940] lr: 1.396e-01, eta: 12:04:52, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6062, loss_cls: 2.7637, loss: 2.7637 2020-07-02 12:31:04,085 - mmaction - INFO - Epoch [154][340/940] lr: 1.396e-01, eta: 12:04:43, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 2.9137, loss: 2.9137 2020-07-02 12:31:12,994 - mmaction - INFO - Epoch [154][360/940] lr: 1.396e-01, eta: 12:04:33, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8648, loss: 2.8648 2020-07-02 12:31:22,266 - mmaction - INFO - Epoch [154][380/940] lr: 1.396e-01, eta: 12:04:25, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 2.8779, loss: 2.8779 2020-07-02 12:31:31,393 - mmaction - INFO - Epoch [154][400/940] lr: 1.396e-01, eta: 12:04:16, time: 0.456, data_time: 0.004, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.6888, loss: 2.6888 2020-07-02 12:31:40,576 - mmaction - INFO - Epoch [154][420/940] lr: 1.396e-01, eta: 12:04:07, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5844, loss_cls: 2.9108, loss: 2.9108 2020-07-02 12:31:49,998 - mmaction - INFO - Epoch [154][440/940] lr: 1.396e-01, eta: 12:03:58, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9093, loss: 2.9093 2020-07-02 12:31:59,186 - mmaction - INFO - Epoch [154][460/940] lr: 1.396e-01, eta: 12:03:49, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5584, loss: 2.5584 2020-07-02 12:32:08,555 - mmaction - INFO - Epoch [154][480/940] lr: 1.396e-01, eta: 12:03:40, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6562, loss_cls: 2.6318, loss: 2.6318 2020-07-02 12:32:17,496 - mmaction - INFO - Epoch [154][500/940] lr: 1.396e-01, eta: 12:03:31, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.6809, loss: 2.6809 2020-07-02 12:32:26,259 - mmaction - INFO - Epoch [154][520/940] lr: 1.396e-01, eta: 12:03:22, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.8968, loss: 2.8968 2020-07-02 12:32:34,971 - mmaction - INFO - Epoch [154][540/940] lr: 1.396e-01, eta: 12:03:13, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.7814, loss: 2.7814 2020-07-02 12:32:43,786 - mmaction - INFO - Epoch [154][560/940] lr: 1.396e-01, eta: 12:03:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.7984, loss: 2.7984 2020-07-02 12:32:52,575 - mmaction - INFO - Epoch [154][580/940] lr: 1.396e-01, eta: 12:02:55, time: 0.441, data_time: 0.009, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9798, loss: 2.9798 2020-07-02 12:33:01,402 - mmaction - INFO - Epoch [154][600/940] lr: 1.396e-01, eta: 12:02:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6663, loss: 2.6663 2020-07-02 12:33:10,254 - mmaction - INFO - Epoch [154][620/940] lr: 1.396e-01, eta: 12:02:36, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.8203, loss: 2.8203 2020-07-02 12:33:19,086 - mmaction - INFO - Epoch [154][640/940] lr: 1.396e-01, eta: 12:02:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.6765, loss: 2.6765 2020-07-02 12:33:28,317 - mmaction - INFO - Epoch [154][660/940] lr: 1.396e-01, eta: 12:02:18, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7067, loss: 2.7067 2020-07-02 12:33:37,128 - mmaction - INFO - Epoch [154][680/940] lr: 1.396e-01, eta: 12:02:09, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5934, loss: 2.5934 2020-07-02 12:33:45,870 - mmaction - INFO - Epoch [154][700/940] lr: 1.396e-01, eta: 12:02:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6406, loss_cls: 2.6110, loss: 2.6110 2020-07-02 12:33:54,652 - mmaction - INFO - Epoch [154][720/940] lr: 1.396e-01, eta: 12:01:51, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.5209, loss: 2.5209 2020-07-02 12:34:03,469 - mmaction - INFO - Epoch [154][740/940] lr: 1.396e-01, eta: 12:01:42, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.7027, loss: 2.7027 2020-07-02 12:34:12,270 - mmaction - INFO - Epoch [154][760/940] lr: 1.396e-01, eta: 12:01:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.6783, loss: 2.6783 2020-07-02 12:34:21,092 - mmaction - INFO - Epoch [154][780/940] lr: 1.396e-01, eta: 12:01:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7096, loss: 2.7096 2020-07-02 12:34:29,916 - mmaction - INFO - Epoch [154][800/940] lr: 1.396e-01, eta: 12:01:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7314, loss: 2.7314 2020-07-02 12:34:38,673 - mmaction - INFO - Epoch [154][820/940] lr: 1.396e-01, eta: 12:01:05, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9847, loss: 2.9847 2020-07-02 12:34:47,784 - mmaction - INFO - Epoch [154][840/940] lr: 1.396e-01, eta: 12:00:56, time: 0.457, data_time: 0.003, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6246, loss: 2.6246 2020-07-02 12:34:56,680 - mmaction - INFO - Epoch [154][860/940] lr: 1.396e-01, eta: 12:00:47, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4131, loss: 2.4131 2020-07-02 12:35:05,834 - mmaction - INFO - Epoch [154][880/940] lr: 1.396e-01, eta: 12:00:38, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.8032, loss: 2.8032 2020-07-02 12:35:14,756 - mmaction - INFO - Epoch [154][900/940] lr: 1.396e-01, eta: 12:00:29, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6683, loss: 2.6683 2020-07-02 12:35:23,575 - mmaction - INFO - Epoch [154][920/940] lr: 1.396e-01, eta: 12:00:20, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.8857, loss: 2.8857 2020-07-02 12:35:31,936 - mmaction - INFO - Epoch [154][940/940] lr: 1.396e-01, eta: 12:00:10, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.3247, top5_acc: 0.6104, loss_cls: 2.9510, loss: 2.9510 2020-07-02 12:35:46,710 - mmaction - INFO - Epoch [155][20/940] lr: 1.373e-01, eta: 12:00:05, time: 0.718, data_time: 0.262, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6781, loss: 2.6781 2020-07-02 12:35:55,495 - mmaction - INFO - Epoch [155][40/940] lr: 1.373e-01, eta: 11:59:56, time: 0.440, data_time: 0.004, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7927, loss: 2.7927 2020-07-02 12:36:04,868 - mmaction - INFO - Epoch [155][60/940] lr: 1.373e-01, eta: 11:59:47, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.7756, loss: 2.7756 2020-07-02 12:36:13,628 - mmaction - INFO - Epoch [155][80/940] lr: 1.373e-01, eta: 11:59:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.6865, loss: 2.6865 2020-07-02 12:36:22,417 - mmaction - INFO - Epoch [155][100/940] lr: 1.373e-01, eta: 11:59:29, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.6292, loss: 2.6292 2020-07-02 12:36:31,263 - mmaction - INFO - Epoch [155][120/940] lr: 1.373e-01, eta: 11:59:20, time: 0.441, data_time: 0.006, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8998, loss: 2.8998 2020-07-02 12:36:40,041 - mmaction - INFO - Epoch [155][140/940] lr: 1.373e-01, eta: 11:59:10, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6610, loss: 2.6610 2020-07-02 12:36:48,951 - mmaction - INFO - Epoch [155][160/940] lr: 1.373e-01, eta: 11:59:01, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6406, loss_cls: 2.6674, loss: 2.6674 2020-07-02 12:36:57,740 - mmaction - INFO - Epoch [155][180/940] lr: 1.373e-01, eta: 11:58:52, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8302, loss: 2.8302 2020-07-02 12:37:06,540 - mmaction - INFO - Epoch [155][200/940] lr: 1.373e-01, eta: 11:58:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.5189, loss: 2.5189 2020-07-02 12:37:15,363 - mmaction - INFO - Epoch [155][220/940] lr: 1.373e-01, eta: 11:58:34, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8101, loss: 2.8101 2020-07-02 12:37:24,180 - mmaction - INFO - Epoch [155][240/940] lr: 1.373e-01, eta: 11:58:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6027, loss: 2.6027 2020-07-02 12:37:33,129 - mmaction - INFO - Epoch [155][260/940] lr: 1.373e-01, eta: 11:58:16, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.6625, loss: 2.6625 2020-07-02 12:37:42,315 - mmaction - INFO - Epoch [155][280/940] lr: 1.373e-01, eta: 11:58:07, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.5813, loss_cls: 2.9692, loss: 2.9692 2020-07-02 12:37:51,218 - mmaction - INFO - Epoch [155][300/940] lr: 1.373e-01, eta: 11:57:58, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6189, loss: 2.6189 2020-07-02 12:38:00,034 - mmaction - INFO - Epoch [155][320/940] lr: 1.373e-01, eta: 11:57:49, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8204, loss: 2.8204 2020-07-02 12:38:08,744 - mmaction - INFO - Epoch [155][340/940] lr: 1.373e-01, eta: 11:57:39, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5761, loss: 2.5761 2020-07-02 12:38:17,530 - mmaction - INFO - Epoch [155][360/940] lr: 1.373e-01, eta: 11:57:30, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6219, loss_cls: 2.6993, loss: 2.6993 2020-07-02 12:38:26,264 - mmaction - INFO - Epoch [155][380/940] lr: 1.373e-01, eta: 11:57:21, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9902, loss: 2.9902 2020-07-02 12:38:35,043 - mmaction - INFO - Epoch [155][400/940] lr: 1.373e-01, eta: 11:57:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6562, loss_cls: 2.7283, loss: 2.7283 2020-07-02 12:38:43,808 - mmaction - INFO - Epoch [155][420/940] lr: 1.373e-01, eta: 11:57:03, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.5026, loss: 2.5026 2020-07-02 12:38:52,983 - mmaction - INFO - Epoch [155][440/940] lr: 1.373e-01, eta: 11:56:54, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.6496, loss: 2.6496 2020-07-02 12:39:02,211 - mmaction - INFO - Epoch [155][460/940] lr: 1.373e-01, eta: 11:56:45, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7644, loss: 2.7644 2020-07-02 12:39:11,474 - mmaction - INFO - Epoch [155][480/940] lr: 1.373e-01, eta: 11:56:36, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.6570, loss: 2.6570 2020-07-02 12:39:20,186 - mmaction - INFO - Epoch [155][500/940] lr: 1.373e-01, eta: 11:56:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8184, loss: 2.8184 2020-07-02 12:39:29,002 - mmaction - INFO - Epoch [155][520/940] lr: 1.373e-01, eta: 11:56:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 2.9188, loss: 2.9188 2020-07-02 12:39:37,763 - mmaction - INFO - Epoch [155][540/940] lr: 1.373e-01, eta: 11:56:08, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 2.9266, loss: 2.9266 2020-07-02 12:39:46,641 - mmaction - INFO - Epoch [155][560/940] lr: 1.373e-01, eta: 11:55:59, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.7187, loss: 2.7187 2020-07-02 12:39:55,443 - mmaction - INFO - Epoch [155][580/940] lr: 1.373e-01, eta: 11:55:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6572, loss: 2.6572 2020-07-02 12:40:04,175 - mmaction - INFO - Epoch [155][600/940] lr: 1.373e-01, eta: 11:55:41, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6531, loss_cls: 2.8707, loss: 2.8707 2020-07-02 12:40:12,940 - mmaction - INFO - Epoch [155][620/940] lr: 1.373e-01, eta: 11:55:32, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.7119, loss: 2.7119 2020-07-02 12:40:21,613 - mmaction - INFO - Epoch [155][640/940] lr: 1.373e-01, eta: 11:55:23, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5750, loss_cls: 2.9664, loss: 2.9664 2020-07-02 12:40:30,956 - mmaction - INFO - Epoch [155][660/940] lr: 1.373e-01, eta: 11:55:14, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6500, loss_cls: 2.6634, loss: 2.6634 2020-07-02 12:40:39,727 - mmaction - INFO - Epoch [155][680/940] lr: 1.373e-01, eta: 11:55:05, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.5081, loss: 2.5081 2020-07-02 12:40:48,451 - mmaction - INFO - Epoch [155][700/940] lr: 1.373e-01, eta: 11:54:55, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.6708, loss: 2.6708 2020-07-02 12:40:57,340 - mmaction - INFO - Epoch [155][720/940] lr: 1.373e-01, eta: 11:54:46, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.6981, loss: 2.6981 2020-07-02 12:41:06,030 - mmaction - INFO - Epoch [155][740/940] lr: 1.373e-01, eta: 11:54:37, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.7044, loss: 2.7044 2020-07-02 12:41:14,839 - mmaction - INFO - Epoch [155][760/940] lr: 1.373e-01, eta: 11:54:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9586, loss: 2.9586 2020-07-02 12:41:23,585 - mmaction - INFO - Epoch [155][780/940] lr: 1.373e-01, eta: 11:54:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6188, loss_cls: 2.8892, loss: 2.8892 2020-07-02 12:41:32,440 - mmaction - INFO - Epoch [155][800/940] lr: 1.373e-01, eta: 11:54:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6748, loss: 2.6748 2020-07-02 12:41:41,321 - mmaction - INFO - Epoch [155][820/940] lr: 1.373e-01, eta: 11:54:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6031, loss_cls: 2.8272, loss: 2.8272 2020-07-02 12:41:50,190 - mmaction - INFO - Epoch [155][840/940] lr: 1.373e-01, eta: 11:53:51, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.6837, loss: 2.6837 2020-07-02 12:41:58,987 - mmaction - INFO - Epoch [155][860/940] lr: 1.373e-01, eta: 11:53:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6750, loss_cls: 2.7258, loss: 2.7258 2020-07-02 12:42:07,730 - mmaction - INFO - Epoch [155][880/940] lr: 1.373e-01, eta: 11:53:33, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.7514, loss: 2.7514 2020-07-02 12:42:16,801 - mmaction - INFO - Epoch [155][900/940] lr: 1.373e-01, eta: 11:53:24, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.8280, loss: 2.8280 2020-07-02 12:42:25,546 - mmaction - INFO - Epoch [155][920/940] lr: 1.373e-01, eta: 11:53:15, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7622, loss: 2.7622 2020-07-02 12:42:34,004 - mmaction - INFO - Epoch [155][940/940] lr: 1.373e-01, eta: 11:53:06, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.3961, top5_acc: 0.6331, loss_cls: 2.7144, loss: 2.7144 2020-07-02 12:42:51,960 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 12:42:52,840 - mmaction - INFO - top1_acc 0.4485 top5_acc 0.7050 2020-07-02 12:42:52,840 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 12:42:52,898 - mmaction - INFO - mean_acc 0.4484 2020-07-02 12:42:52,907 - mmaction - INFO - Epoch [155][940/940] lr: 1.373e-01, top1_acc: 0.4485, top5_acc: 0.7050, mean_class_accuracy: 0.4484 2020-07-02 12:43:05,531 - mmaction - INFO - Epoch [156][20/940] lr: 1.349e-01, eta: 11:52:59, time: 0.631, data_time: 0.190, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6743, loss: 2.6743 2020-07-02 12:43:14,244 - mmaction - INFO - Epoch [156][40/940] lr: 1.349e-01, eta: 11:52:50, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.7014, loss: 2.7014 2020-07-02 12:43:23,494 - mmaction - INFO - Epoch [156][60/940] lr: 1.349e-01, eta: 11:52:41, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.7477, loss: 2.7477 2020-07-02 12:43:32,281 - mmaction - INFO - Epoch [156][80/940] lr: 1.349e-01, eta: 11:52:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9688, loss: 2.9688 2020-07-02 12:43:41,103 - mmaction - INFO - Epoch [156][100/940] lr: 1.349e-01, eta: 11:52:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.5502, loss: 2.5502 2020-07-02 12:43:49,929 - mmaction - INFO - Epoch [156][120/940] lr: 1.349e-01, eta: 11:52:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.7267, loss: 2.7267 2020-07-02 12:43:58,728 - mmaction - INFO - Epoch [156][140/940] lr: 1.349e-01, eta: 11:52:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.6005, loss: 2.6005 2020-07-02 12:44:07,473 - mmaction - INFO - Epoch [156][160/940] lr: 1.349e-01, eta: 11:51:55, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7623, loss: 2.7623 2020-07-02 12:44:16,786 - mmaction - INFO - Epoch [156][180/940] lr: 1.349e-01, eta: 11:51:46, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7708, loss: 2.7708 2020-07-02 12:44:26,062 - mmaction - INFO - Epoch [156][200/940] lr: 1.349e-01, eta: 11:51:37, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.6862, loss: 2.6862 2020-07-02 12:44:34,986 - mmaction - INFO - Epoch [156][220/940] lr: 1.349e-01, eta: 11:51:28, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6790, loss: 2.6790 2020-07-02 12:44:43,744 - mmaction - INFO - Epoch [156][240/940] lr: 1.349e-01, eta: 11:51:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5976, loss: 2.5976 2020-07-02 12:44:53,491 - mmaction - INFO - Epoch [156][260/940] lr: 1.349e-01, eta: 11:51:11, time: 0.488, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8342, loss: 2.8342 2020-07-02 12:45:02,260 - mmaction - INFO - Epoch [156][280/940] lr: 1.349e-01, eta: 11:51:01, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.6057, loss: 2.6057 2020-07-02 12:45:11,377 - mmaction - INFO - Epoch [156][300/940] lr: 1.349e-01, eta: 11:50:52, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.7138, loss: 2.7138 2020-07-02 12:45:20,220 - mmaction - INFO - Epoch [156][320/940] lr: 1.349e-01, eta: 11:50:43, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6825, loss: 2.6825 2020-07-02 12:45:29,033 - mmaction - INFO - Epoch [156][340/940] lr: 1.349e-01, eta: 11:50:34, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.6370, loss: 2.6370 2020-07-02 12:45:37,863 - mmaction - INFO - Epoch [156][360/940] lr: 1.349e-01, eta: 11:50:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5889, loss: 2.5889 2020-07-02 12:45:47,245 - mmaction - INFO - Epoch [156][380/940] lr: 1.349e-01, eta: 11:50:16, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.7789, loss: 2.7789 2020-07-02 12:45:56,055 - mmaction - INFO - Epoch [156][400/940] lr: 1.349e-01, eta: 11:50:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.6387, loss: 2.6387 2020-07-02 12:46:04,914 - mmaction - INFO - Epoch [156][420/940] lr: 1.349e-01, eta: 11:49:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.5634, loss: 2.5634 2020-07-02 12:46:13,653 - mmaction - INFO - Epoch [156][440/940] lr: 1.349e-01, eta: 11:49:49, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5023, loss: 2.5023 2020-07-02 12:46:22,440 - mmaction - INFO - Epoch [156][460/940] lr: 1.349e-01, eta: 11:49:40, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8032, loss: 2.8032 2020-07-02 12:46:31,232 - mmaction - INFO - Epoch [156][480/940] lr: 1.349e-01, eta: 11:49:30, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7706, loss: 2.7706 2020-07-02 12:46:39,978 - mmaction - INFO - Epoch [156][500/940] lr: 1.349e-01, eta: 11:49:21, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.8002, loss: 2.8002 2020-07-02 12:46:48,766 - mmaction - INFO - Epoch [156][520/940] lr: 1.349e-01, eta: 11:49:12, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6594, loss_cls: 2.6131, loss: 2.6131 2020-07-02 12:46:57,554 - mmaction - INFO - Epoch [156][540/940] lr: 1.349e-01, eta: 11:49:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7193, loss: 2.7193 2020-07-02 12:47:06,402 - mmaction - INFO - Epoch [156][560/940] lr: 1.349e-01, eta: 11:48:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.9113, loss: 2.9113 2020-07-02 12:47:15,192 - mmaction - INFO - Epoch [156][580/940] lr: 1.349e-01, eta: 11:48:45, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.4516, loss: 2.4516 2020-07-02 12:47:24,433 - mmaction - INFO - Epoch [156][600/940] lr: 1.349e-01, eta: 11:48:36, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6183, loss: 2.6183 2020-07-02 12:47:33,166 - mmaction - INFO - Epoch [156][620/940] lr: 1.349e-01, eta: 11:48:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7423, loss: 2.7423 2020-07-02 12:47:41,895 - mmaction - INFO - Epoch [156][640/940] lr: 1.349e-01, eta: 11:48:17, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.7219, loss: 2.7219 2020-07-02 12:47:51,716 - mmaction - INFO - Epoch [156][660/940] lr: 1.349e-01, eta: 11:48:09, time: 0.491, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6786, loss: 2.6786 2020-07-02 12:48:00,602 - mmaction - INFO - Epoch [156][680/940] lr: 1.349e-01, eta: 11:48:00, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.7337, loss: 2.7337 2020-07-02 12:48:09,350 - mmaction - INFO - Epoch [156][700/940] lr: 1.349e-01, eta: 11:47:51, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.5868, loss: 2.5868 2020-07-02 12:48:18,179 - mmaction - INFO - Epoch [156][720/940] lr: 1.349e-01, eta: 11:47:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7641, loss: 2.7641 2020-07-02 12:48:26,872 - mmaction - INFO - Epoch [156][740/940] lr: 1.349e-01, eta: 11:47:32, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.7210, loss: 2.7210 2020-07-02 12:48:35,670 - mmaction - INFO - Epoch [156][760/940] lr: 1.349e-01, eta: 11:47:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6906, loss_cls: 2.6142, loss: 2.6142 2020-07-02 12:48:44,510 - mmaction - INFO - Epoch [156][780/940] lr: 1.349e-01, eta: 11:47:14, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.7170, loss: 2.7170 2020-07-02 12:48:53,240 - mmaction - INFO - Epoch [156][800/940] lr: 1.349e-01, eta: 11:47:05, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6281, loss_cls: 2.7285, loss: 2.7285 2020-07-02 12:49:02,000 - mmaction - INFO - Epoch [156][820/940] lr: 1.349e-01, eta: 11:46:56, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6438, loss_cls: 2.7122, loss: 2.7122 2020-07-02 12:49:10,788 - mmaction - INFO - Epoch [156][840/940] lr: 1.349e-01, eta: 11:46:47, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6656, loss_cls: 2.7148, loss: 2.7148 2020-07-02 12:49:19,540 - mmaction - INFO - Epoch [156][860/940] lr: 1.349e-01, eta: 11:46:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7514, loss: 2.7514 2020-07-02 12:49:28,363 - mmaction - INFO - Epoch [156][880/940] lr: 1.349e-01, eta: 11:46:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7908, loss: 2.7908 2020-07-02 12:49:37,193 - mmaction - INFO - Epoch [156][900/940] lr: 1.349e-01, eta: 11:46:19, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.4216, loss: 2.4216 2020-07-02 12:49:46,492 - mmaction - INFO - Epoch [156][920/940] lr: 1.349e-01, eta: 11:46:10, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.7261, loss: 2.7261 2020-07-02 12:49:54,847 - mmaction - INFO - Epoch [156][940/940] lr: 1.349e-01, eta: 11:46:01, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.3994, top5_acc: 0.6201, loss_cls: 2.7148, loss: 2.7148 2020-07-02 12:49:55,144 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-07-02 12:50:10,418 - mmaction - INFO - Epoch [157][20/940] lr: 1.326e-01, eta: 11:45:55, time: 0.717, data_time: 0.265, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4529, loss: 2.4529 2020-07-02 12:50:19,340 - mmaction - INFO - Epoch [157][40/940] lr: 1.326e-01, eta: 11:45:46, time: 0.446, data_time: 0.005, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6281, loss_cls: 2.7212, loss: 2.7212 2020-07-02 12:50:28,164 - mmaction - INFO - Epoch [157][60/940] lr: 1.326e-01, eta: 11:45:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6500, loss_cls: 2.5888, loss: 2.5888 2020-07-02 12:50:37,303 - mmaction - INFO - Epoch [157][80/940] lr: 1.326e-01, eta: 11:45:28, time: 0.456, data_time: 0.017, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6243, loss: 2.6243 2020-07-02 12:50:46,069 - mmaction - INFO - Epoch [157][100/940] lr: 1.326e-01, eta: 11:45:19, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6567, loss: 2.6567 2020-07-02 12:50:54,926 - mmaction - INFO - Epoch [157][120/940] lr: 1.326e-01, eta: 11:45:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6656, loss_cls: 2.5497, loss: 2.5497 2020-07-02 12:51:04,238 - mmaction - INFO - Epoch [157][140/940] lr: 1.326e-01, eta: 11:45:01, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7538, loss: 2.7538 2020-07-02 12:51:13,485 - mmaction - INFO - Epoch [157][160/940] lr: 1.326e-01, eta: 11:44:52, time: 0.463, data_time: 0.010, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.6010, loss: 2.6010 2020-07-02 12:51:22,265 - mmaction - INFO - Epoch [157][180/940] lr: 1.326e-01, eta: 11:44:43, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9826, loss: 2.9826 2020-07-02 12:51:31,145 - mmaction - INFO - Epoch [157][200/940] lr: 1.326e-01, eta: 11:44:34, time: 0.443, data_time: 0.009, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.5792, loss: 2.5792 2020-07-02 12:51:39,859 - mmaction - INFO - Epoch [157][220/940] lr: 1.326e-01, eta: 11:44:25, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6594, loss_cls: 2.8503, loss: 2.8503 2020-07-02 12:51:48,565 - mmaction - INFO - Epoch [157][240/940] lr: 1.326e-01, eta: 11:44:15, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8054, loss: 2.8054 2020-07-02 12:51:57,688 - mmaction - INFO - Epoch [157][260/940] lr: 1.326e-01, eta: 11:44:06, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.6807, loss: 2.6807 2020-07-02 12:52:06,908 - mmaction - INFO - Epoch [157][280/940] lr: 1.326e-01, eta: 11:43:58, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6736, loss: 2.6736 2020-07-02 12:52:15,773 - mmaction - INFO - Epoch [157][300/940] lr: 1.326e-01, eta: 11:43:48, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5243, loss: 2.5243 2020-07-02 12:52:24,544 - mmaction - INFO - Epoch [157][320/940] lr: 1.326e-01, eta: 11:43:39, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.8580, loss: 2.8580 2020-07-02 12:52:33,344 - mmaction - INFO - Epoch [157][340/940] lr: 1.326e-01, eta: 11:43:30, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7116, loss: 2.7116 2020-07-02 12:52:42,172 - mmaction - INFO - Epoch [157][360/940] lr: 1.326e-01, eta: 11:43:21, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8285, loss: 2.8285 2020-07-02 12:52:50,867 - mmaction - INFO - Epoch [157][380/940] lr: 1.326e-01, eta: 11:43:12, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.6725, loss: 2.6725 2020-07-02 12:52:59,722 - mmaction - INFO - Epoch [157][400/940] lr: 1.326e-01, eta: 11:43:03, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.5906, loss_cls: 2.8035, loss: 2.8035 2020-07-02 12:53:09,040 - mmaction - INFO - Epoch [157][420/940] lr: 1.326e-01, eta: 11:42:54, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.4702, loss: 2.4702 2020-07-02 12:53:17,804 - mmaction - INFO - Epoch [157][440/940] lr: 1.326e-01, eta: 11:42:45, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6281, loss_cls: 2.6896, loss: 2.6896 2020-07-02 12:53:27,125 - mmaction - INFO - Epoch [157][460/940] lr: 1.326e-01, eta: 11:42:36, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5933, loss: 2.5933 2020-07-02 12:53:35,910 - mmaction - INFO - Epoch [157][480/940] lr: 1.326e-01, eta: 11:42:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.6678, loss: 2.6678 2020-07-02 12:53:44,686 - mmaction - INFO - Epoch [157][500/940] lr: 1.326e-01, eta: 11:42:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8047, loss: 2.8047 2020-07-02 12:53:53,487 - mmaction - INFO - Epoch [157][520/940] lr: 1.326e-01, eta: 11:42:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.5480, loss: 2.5480 2020-07-02 12:54:02,267 - mmaction - INFO - Epoch [157][540/940] lr: 1.326e-01, eta: 11:41:59, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6344, loss_cls: 2.5680, loss: 2.5680 2020-07-02 12:54:11,095 - mmaction - INFO - Epoch [157][560/940] lr: 1.326e-01, eta: 11:41:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.5351, loss: 2.5351 2020-07-02 12:54:19,846 - mmaction - INFO - Epoch [157][580/940] lr: 1.326e-01, eta: 11:41:41, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.7317, loss: 2.7317 2020-07-02 12:54:29,087 - mmaction - INFO - Epoch [157][600/940] lr: 1.326e-01, eta: 11:41:32, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.5233, loss: 2.5233 2020-07-02 12:54:37,991 - mmaction - INFO - Epoch [157][620/940] lr: 1.326e-01, eta: 11:41:23, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7220, loss: 2.7220 2020-07-02 12:54:47,239 - mmaction - INFO - Epoch [157][640/940] lr: 1.326e-01, eta: 11:41:14, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6062, loss_cls: 2.7613, loss: 2.7613 2020-07-02 12:54:56,049 - mmaction - INFO - Epoch [157][660/940] lr: 1.326e-01, eta: 11:41:05, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.4827, loss: 2.4827 2020-07-02 12:55:04,829 - mmaction - INFO - Epoch [157][680/940] lr: 1.326e-01, eta: 11:40:56, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7105, loss: 2.7105 2020-07-02 12:55:13,621 - mmaction - INFO - Epoch [157][700/940] lr: 1.326e-01, eta: 11:40:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6307, loss: 2.6307 2020-07-02 12:55:22,348 - mmaction - INFO - Epoch [157][720/940] lr: 1.326e-01, eta: 11:40:37, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6594, loss_cls: 2.6408, loss: 2.6408 2020-07-02 12:55:31,317 - mmaction - INFO - Epoch [157][740/940] lr: 1.326e-01, eta: 11:40:28, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.5811, loss: 2.5811 2020-07-02 12:55:40,090 - mmaction - INFO - Epoch [157][760/940] lr: 1.326e-01, eta: 11:40:19, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.6207, loss: 2.6207 2020-07-02 12:55:49,752 - mmaction - INFO - Epoch [157][780/940] lr: 1.326e-01, eta: 11:40:11, time: 0.483, data_time: 0.017, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7096, loss: 2.7096 2020-07-02 12:55:58,521 - mmaction - INFO - Epoch [157][800/940] lr: 1.326e-01, eta: 11:40:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.8711, loss: 2.8711 2020-07-02 12:56:07,331 - mmaction - INFO - Epoch [157][820/940] lr: 1.326e-01, eta: 11:39:52, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7314, loss: 2.7314 2020-07-02 12:56:16,070 - mmaction - INFO - Epoch [157][840/940] lr: 1.326e-01, eta: 11:39:43, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8632, loss: 2.8632 2020-07-02 12:56:24,841 - mmaction - INFO - Epoch [157][860/940] lr: 1.326e-01, eta: 11:39:34, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5327, loss: 2.5327 2020-07-02 12:56:33,601 - mmaction - INFO - Epoch [157][880/940] lr: 1.326e-01, eta: 11:39:25, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5693, loss: 2.5693 2020-07-02 12:56:42,423 - mmaction - INFO - Epoch [157][900/940] lr: 1.326e-01, eta: 11:39:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7527, loss: 2.7527 2020-07-02 12:56:51,126 - mmaction - INFO - Epoch [157][920/940] lr: 1.326e-01, eta: 11:39:06, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.8612, loss: 2.8612 2020-07-02 12:56:59,997 - mmaction - INFO - Epoch [157][940/940] lr: 1.326e-01, eta: 11:38:57, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4123, top5_acc: 0.6299, loss_cls: 2.7570, loss: 2.7570 2020-07-02 12:57:14,613 - mmaction - INFO - Epoch [158][20/940] lr: 1.303e-01, eta: 11:38:52, time: 0.715, data_time: 0.256, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6338, loss: 2.6338 2020-07-02 12:57:23,997 - mmaction - INFO - Epoch [158][40/940] lr: 1.303e-01, eta: 11:38:43, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5274, loss: 2.5274 2020-07-02 12:57:33,218 - mmaction - INFO - Epoch [158][60/940] lr: 1.303e-01, eta: 11:38:34, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.6844, loss: 2.6844 2020-07-02 12:57:42,408 - mmaction - INFO - Epoch [158][80/940] lr: 1.303e-01, eta: 11:38:25, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5183, loss: 2.5183 2020-07-02 12:57:52,105 - mmaction - INFO - Epoch [158][100/940] lr: 1.303e-01, eta: 11:38:17, time: 0.483, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5699, loss: 2.5699 2020-07-02 12:58:01,282 - mmaction - INFO - Epoch [158][120/940] lr: 1.303e-01, eta: 11:38:08, time: 0.461, data_time: 0.019, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6716, loss: 2.6716 2020-07-02 12:58:10,096 - mmaction - INFO - Epoch [158][140/940] lr: 1.303e-01, eta: 11:37:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5702, loss: 2.5702 2020-07-02 12:58:19,226 - mmaction - INFO - Epoch [158][160/940] lr: 1.303e-01, eta: 11:37:50, time: 0.458, data_time: 0.019, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.5182, loss: 2.5182 2020-07-02 12:58:28,048 - mmaction - INFO - Epoch [158][180/940] lr: 1.303e-01, eta: 11:37:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.6338, loss: 2.6338 2020-07-02 12:58:36,827 - mmaction - INFO - Epoch [158][200/940] lr: 1.303e-01, eta: 11:37:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6094, loss_cls: 2.7486, loss: 2.7486 2020-07-02 12:58:45,657 - mmaction - INFO - Epoch [158][220/940] lr: 1.303e-01, eta: 11:37:22, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5719, loss: 2.5719 2020-07-02 12:58:54,418 - mmaction - INFO - Epoch [158][240/940] lr: 1.303e-01, eta: 11:37:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5809, loss: 2.5809 2020-07-02 12:59:03,603 - mmaction - INFO - Epoch [158][260/940] lr: 1.303e-01, eta: 11:37:04, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.4901, loss: 2.4901 2020-07-02 12:59:12,805 - mmaction - INFO - Epoch [158][280/940] lr: 1.303e-01, eta: 11:36:55, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.6582, loss: 2.6582 2020-07-02 12:59:22,119 - mmaction - INFO - Epoch [158][300/940] lr: 1.303e-01, eta: 11:36:46, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.8631, loss: 2.8631 2020-07-02 12:59:32,015 - mmaction - INFO - Epoch [158][320/940] lr: 1.303e-01, eta: 11:36:38, time: 0.494, data_time: 0.017, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5679, loss: 2.5679 2020-07-02 12:59:40,773 - mmaction - INFO - Epoch [158][340/940] lr: 1.303e-01, eta: 11:36:29, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.8101, loss: 2.8101 2020-07-02 12:59:50,246 - mmaction - INFO - Epoch [158][360/940] lr: 1.303e-01, eta: 11:36:20, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.5430, loss: 2.5430 2020-07-02 12:59:59,057 - mmaction - INFO - Epoch [158][380/940] lr: 1.303e-01, eta: 11:36:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8112, loss: 2.8112 2020-07-02 13:00:17,373 - mmaction - INFO - Epoch [158][400/940] lr: 1.303e-01, eta: 11:36:08, time: 0.912, data_time: 0.008, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.6571, loss: 2.6571 2020-07-02 13:00:26,325 - mmaction - INFO - Epoch [158][420/940] lr: 1.303e-01, eta: 11:35:59, time: 0.451, data_time: 0.010, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6969, loss_cls: 2.5788, loss: 2.5788 2020-07-02 13:00:35,712 - mmaction - INFO - Epoch [158][440/940] lr: 1.303e-01, eta: 11:35:50, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6784, loss: 2.6784 2020-07-02 13:00:44,555 - mmaction - INFO - Epoch [158][460/940] lr: 1.303e-01, eta: 11:35:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7629, loss: 2.7629 2020-07-02 13:00:53,338 - mmaction - INFO - Epoch [158][480/940] lr: 1.303e-01, eta: 11:35:32, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.4823, loss: 2.4823 2020-07-02 13:01:02,065 - mmaction - INFO - Epoch [158][500/940] lr: 1.303e-01, eta: 11:35:22, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.6415, loss: 2.6415 2020-07-02 13:01:10,854 - mmaction - INFO - Epoch [158][520/940] lr: 1.303e-01, eta: 11:35:13, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7776, loss: 2.7776 2020-07-02 13:01:19,627 - mmaction - INFO - Epoch [158][540/940] lr: 1.303e-01, eta: 11:35:04, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.8050, loss: 2.8050 2020-07-02 13:01:29,020 - mmaction - INFO - Epoch [158][560/940] lr: 1.303e-01, eta: 11:34:55, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.8009, loss: 2.8009 2020-07-02 13:01:37,789 - mmaction - INFO - Epoch [158][580/940] lr: 1.303e-01, eta: 11:34:46, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6656, loss_cls: 2.5187, loss: 2.5187 2020-07-02 13:01:46,498 - mmaction - INFO - Epoch [158][600/940] lr: 1.303e-01, eta: 11:34:37, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.8190, loss: 2.8190 2020-07-02 13:01:55,387 - mmaction - INFO - Epoch [158][620/940] lr: 1.303e-01, eta: 11:34:28, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6344, loss_cls: 2.6867, loss: 2.6867 2020-07-02 13:02:04,158 - mmaction - INFO - Epoch [158][640/940] lr: 1.303e-01, eta: 11:34:19, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7399, loss: 2.7399 2020-07-02 13:02:13,108 - mmaction - INFO - Epoch [158][660/940] lr: 1.303e-01, eta: 11:34:10, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5086, loss: 2.5086 2020-07-02 13:02:21,871 - mmaction - INFO - Epoch [158][680/940] lr: 1.303e-01, eta: 11:34:00, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6891, loss: 2.6891 2020-07-02 13:02:30,634 - mmaction - INFO - Epoch [158][700/940] lr: 1.303e-01, eta: 11:33:51, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5598, loss: 2.5598 2020-07-02 13:02:39,382 - mmaction - INFO - Epoch [158][720/940] lr: 1.303e-01, eta: 11:33:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.6892, loss: 2.6892 2020-07-02 13:02:48,163 - mmaction - INFO - Epoch [158][740/940] lr: 1.303e-01, eta: 11:33:33, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 3.0710, loss: 3.0710 2020-07-02 13:02:56,961 - mmaction - INFO - Epoch [158][760/940] lr: 1.303e-01, eta: 11:33:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6997, loss: 2.6997 2020-07-02 13:03:05,714 - mmaction - INFO - Epoch [158][780/940] lr: 1.303e-01, eta: 11:33:15, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6648, loss: 2.6648 2020-07-02 13:03:14,459 - mmaction - INFO - Epoch [158][800/940] lr: 1.303e-01, eta: 11:33:05, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7677, loss: 2.7677 2020-07-02 13:03:23,214 - mmaction - INFO - Epoch [158][820/940] lr: 1.303e-01, eta: 11:32:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8039, loss: 2.8039 2020-07-02 13:03:31,950 - mmaction - INFO - Epoch [158][840/940] lr: 1.303e-01, eta: 11:32:47, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6375, loss_cls: 2.6663, loss: 2.6663 2020-07-02 13:03:41,254 - mmaction - INFO - Epoch [158][860/940] lr: 1.303e-01, eta: 11:32:38, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8202, loss: 2.8202 2020-07-02 13:03:50,117 - mmaction - INFO - Epoch [158][880/940] lr: 1.303e-01, eta: 11:32:29, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.4811, loss: 2.4811 2020-07-02 13:03:58,948 - mmaction - INFO - Epoch [158][900/940] lr: 1.303e-01, eta: 11:32:20, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.8348, loss: 2.8348 2020-07-02 13:04:08,248 - mmaction - INFO - Epoch [158][920/940] lr: 1.303e-01, eta: 11:32:11, time: 0.465, data_time: 0.004, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5935, loss: 2.5935 2020-07-02 13:04:16,656 - mmaction - INFO - Epoch [158][940/940] lr: 1.303e-01, eta: 11:32:02, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.4091, top5_acc: 0.6429, loss_cls: 2.6515, loss: 2.6515 2020-07-02 13:04:34,327 - mmaction - INFO - Epoch [159][20/940] lr: 1.280e-01, eta: 11:31:58, time: 0.865, data_time: 0.422, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.7049, loss: 2.7049 2020-07-02 13:04:43,556 - mmaction - INFO - Epoch [159][40/940] lr: 1.280e-01, eta: 11:31:49, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.7095, loss: 2.7095 2020-07-02 13:04:52,350 - mmaction - INFO - Epoch [159][60/940] lr: 1.280e-01, eta: 11:31:40, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.7634, loss: 2.7634 2020-07-02 13:05:01,704 - mmaction - INFO - Epoch [159][80/940] lr: 1.280e-01, eta: 11:31:31, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6781, loss_cls: 2.6681, loss: 2.6681 2020-07-02 13:05:10,494 - mmaction - INFO - Epoch [159][100/940] lr: 1.280e-01, eta: 11:31:22, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.5992, loss: 2.5992 2020-07-02 13:05:19,782 - mmaction - INFO - Epoch [159][120/940] lr: 1.280e-01, eta: 11:31:13, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6656, loss_cls: 2.5807, loss: 2.5807 2020-07-02 13:05:28,619 - mmaction - INFO - Epoch [159][140/940] lr: 1.280e-01, eta: 11:31:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.7608, loss: 2.7608 2020-07-02 13:05:37,415 - mmaction - INFO - Epoch [159][160/940] lr: 1.280e-01, eta: 11:30:55, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5521, loss: 2.5521 2020-07-02 13:05:46,212 - mmaction - INFO - Epoch [159][180/940] lr: 1.280e-01, eta: 11:30:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.5969, loss_cls: 2.7979, loss: 2.7979 2020-07-02 13:05:55,289 - mmaction - INFO - Epoch [159][200/940] lr: 1.280e-01, eta: 11:30:37, time: 0.453, data_time: 0.016, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5221, loss: 2.5221 2020-07-02 13:06:04,022 - mmaction - INFO - Epoch [159][220/940] lr: 1.280e-01, eta: 11:30:27, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6906, loss_cls: 2.6394, loss: 2.6394 2020-07-02 13:06:12,881 - mmaction - INFO - Epoch [159][240/940] lr: 1.280e-01, eta: 11:30:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6406, loss_cls: 2.7161, loss: 2.7161 2020-07-02 13:06:21,584 - mmaction - INFO - Epoch [159][260/940] lr: 1.280e-01, eta: 11:30:09, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.6051, loss: 2.6051 2020-07-02 13:06:30,408 - mmaction - INFO - Epoch [159][280/940] lr: 1.280e-01, eta: 11:30:00, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6937, loss: 2.6937 2020-07-02 13:06:39,183 - mmaction - INFO - Epoch [159][300/940] lr: 1.280e-01, eta: 11:29:51, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.4308, loss: 2.4308 2020-07-02 13:06:49,377 - mmaction - INFO - Epoch [159][320/940] lr: 1.280e-01, eta: 11:29:42, time: 0.510, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6079, loss: 2.6079 2020-07-02 13:06:58,110 - mmaction - INFO - Epoch [159][340/940] lr: 1.280e-01, eta: 11:29:33, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4194, loss: 2.4194 2020-07-02 13:07:07,852 - mmaction - INFO - Epoch [159][360/940] lr: 1.280e-01, eta: 11:29:25, time: 0.481, data_time: 0.018, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6778, loss: 2.6778 2020-07-02 13:07:16,629 - mmaction - INFO - Epoch [159][380/940] lr: 1.280e-01, eta: 11:29:16, time: 0.446, data_time: 0.009, memory: 6328, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.9757, loss: 2.9757 2020-07-02 13:07:25,404 - mmaction - INFO - Epoch [159][400/940] lr: 1.280e-01, eta: 11:29:06, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.8491, loss: 2.8491 2020-07-02 13:07:34,190 - mmaction - INFO - Epoch [159][420/940] lr: 1.280e-01, eta: 11:28:57, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.5892, loss: 2.5892 2020-07-02 13:07:43,333 - mmaction - INFO - Epoch [159][440/940] lr: 1.280e-01, eta: 11:28:48, time: 0.457, data_time: 0.019, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.7594, loss: 2.7594 2020-07-02 13:07:53,001 - mmaction - INFO - Epoch [159][460/940] lr: 1.280e-01, eta: 11:28:40, time: 0.484, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6781, loss_cls: 2.6243, loss: 2.6243 2020-07-02 13:08:01,714 - mmaction - INFO - Epoch [159][480/940] lr: 1.280e-01, eta: 11:28:30, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.5469, loss: 2.5469 2020-07-02 13:08:11,029 - mmaction - INFO - Epoch [159][500/940] lr: 1.280e-01, eta: 11:28:22, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.6848, loss: 2.6848 2020-07-02 13:08:19,867 - mmaction - INFO - Epoch [159][520/940] lr: 1.280e-01, eta: 11:28:12, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.7334, loss: 2.7334 2020-07-02 13:08:28,996 - mmaction - INFO - Epoch [159][540/940] lr: 1.280e-01, eta: 11:28:04, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5960, loss: 2.5960 2020-07-02 13:08:37,764 - mmaction - INFO - Epoch [159][560/940] lr: 1.280e-01, eta: 11:27:54, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6747, loss: 2.6747 2020-07-02 13:08:47,004 - mmaction - INFO - Epoch [159][580/940] lr: 1.280e-01, eta: 11:27:45, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.6977, loss: 2.6977 2020-07-02 13:08:55,854 - mmaction - INFO - Epoch [159][600/940] lr: 1.280e-01, eta: 11:27:36, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6389, loss: 2.6389 2020-07-02 13:09:05,096 - mmaction - INFO - Epoch [159][620/940] lr: 1.280e-01, eta: 11:27:27, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.6933, loss: 2.6933 2020-07-02 13:09:13,856 - mmaction - INFO - Epoch [159][640/940] lr: 1.280e-01, eta: 11:27:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.7302, loss: 2.7302 2020-07-02 13:09:22,667 - mmaction - INFO - Epoch [159][660/940] lr: 1.280e-01, eta: 11:27:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6812, loss: 2.6812 2020-07-02 13:09:31,597 - mmaction - INFO - Epoch [159][680/940] lr: 1.280e-01, eta: 11:27:00, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.5828, loss: 2.5828 2020-07-02 13:09:40,310 - mmaction - INFO - Epoch [159][700/940] lr: 1.280e-01, eta: 11:26:51, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5349, loss: 2.5349 2020-07-02 13:09:49,107 - mmaction - INFO - Epoch [159][720/940] lr: 1.280e-01, eta: 11:26:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4230, loss: 2.4230 2020-07-02 13:09:57,947 - mmaction - INFO - Epoch [159][740/940] lr: 1.280e-01, eta: 11:26:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8209, loss: 2.8209 2020-07-02 13:10:06,760 - mmaction - INFO - Epoch [159][760/940] lr: 1.280e-01, eta: 11:26:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6656, loss_cls: 2.5603, loss: 2.5603 2020-07-02 13:10:15,747 - mmaction - INFO - Epoch [159][780/940] lr: 1.280e-01, eta: 11:26:14, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.7179, loss: 2.7179 2020-07-02 13:10:24,535 - mmaction - INFO - Epoch [159][800/940] lr: 1.280e-01, eta: 11:26:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6469, loss_cls: 2.6581, loss: 2.6581 2020-07-02 13:10:33,538 - mmaction - INFO - Epoch [159][820/940] lr: 1.280e-01, eta: 11:25:56, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 2.9203, loss: 2.9203 2020-07-02 13:10:42,260 - mmaction - INFO - Epoch [159][840/940] lr: 1.280e-01, eta: 11:25:47, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5821, loss: 2.5821 2020-07-02 13:10:51,003 - mmaction - INFO - Epoch [159][860/940] lr: 1.280e-01, eta: 11:25:38, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.4839, loss: 2.4839 2020-07-02 13:10:59,812 - mmaction - INFO - Epoch [159][880/940] lr: 1.280e-01, eta: 11:25:29, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9019, loss: 2.9019 2020-07-02 13:11:09,599 - mmaction - INFO - Epoch [159][900/940] lr: 1.280e-01, eta: 11:25:20, time: 0.489, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.6378, loss: 2.6378 2020-07-02 13:11:18,417 - mmaction - INFO - Epoch [159][920/940] lr: 1.280e-01, eta: 11:25:11, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.6704, loss: 2.6704 2020-07-02 13:11:26,867 - mmaction - INFO - Epoch [159][940/940] lr: 1.280e-01, eta: 11:25:02, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.3701, top5_acc: 0.6266, loss_cls: 2.7946, loss: 2.7946 2020-07-02 13:11:42,426 - mmaction - INFO - Epoch [160][20/940] lr: 1.257e-01, eta: 11:24:56, time: 0.760, data_time: 0.312, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.7689, loss: 2.7689 2020-07-02 13:11:51,166 - mmaction - INFO - Epoch [160][40/940] lr: 1.257e-01, eta: 11:24:47, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.7604, loss: 2.7604 2020-07-02 13:12:00,466 - mmaction - INFO - Epoch [160][60/940] lr: 1.257e-01, eta: 11:24:38, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6344, loss_cls: 2.7623, loss: 2.7623 2020-07-02 13:12:09,151 - mmaction - INFO - Epoch [160][80/940] lr: 1.257e-01, eta: 11:24:29, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6625, loss_cls: 2.6478, loss: 2.6478 2020-07-02 13:12:17,894 - mmaction - INFO - Epoch [160][100/940] lr: 1.257e-01, eta: 11:24:20, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5338, loss: 2.5338 2020-07-02 13:12:26,705 - mmaction - INFO - Epoch [160][120/940] lr: 1.257e-01, eta: 11:24:11, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.6478, loss: 2.6478 2020-07-02 13:12:35,516 - mmaction - INFO - Epoch [160][140/940] lr: 1.257e-01, eta: 11:24:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.6139, loss: 2.6139 2020-07-02 13:12:44,726 - mmaction - INFO - Epoch [160][160/940] lr: 1.257e-01, eta: 11:23:53, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5046, loss: 2.5046 2020-07-02 13:12:53,523 - mmaction - INFO - Epoch [160][180/940] lr: 1.257e-01, eta: 11:23:44, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6594, loss_cls: 2.6148, loss: 2.6148 2020-07-02 13:13:02,241 - mmaction - INFO - Epoch [160][200/940] lr: 1.257e-01, eta: 11:23:35, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7774, loss: 2.7774 2020-07-02 13:13:11,630 - mmaction - INFO - Epoch [160][220/940] lr: 1.257e-01, eta: 11:23:26, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6312, loss_cls: 2.5503, loss: 2.5503 2020-07-02 13:13:20,345 - mmaction - INFO - Epoch [160][240/940] lr: 1.257e-01, eta: 11:23:17, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5480, loss: 2.5480 2020-07-02 13:13:29,240 - mmaction - INFO - Epoch [160][260/940] lr: 1.257e-01, eta: 11:23:07, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.5564, loss: 2.5564 2020-07-02 13:13:37,992 - mmaction - INFO - Epoch [160][280/940] lr: 1.257e-01, eta: 11:22:58, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.7885, loss: 2.7885 2020-07-02 13:13:46,741 - mmaction - INFO - Epoch [160][300/940] lr: 1.257e-01, eta: 11:22:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7934, loss: 2.7934 2020-07-02 13:13:55,460 - mmaction - INFO - Epoch [160][320/940] lr: 1.257e-01, eta: 11:22:40, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8401, loss: 2.8401 2020-07-02 13:14:04,155 - mmaction - INFO - Epoch [160][340/940] lr: 1.257e-01, eta: 11:22:31, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6040, loss: 2.6040 2020-07-02 13:14:13,511 - mmaction - INFO - Epoch [160][360/940] lr: 1.257e-01, eta: 11:22:22, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.7350, loss: 2.7350 2020-07-02 13:14:22,262 - mmaction - INFO - Epoch [160][380/940] lr: 1.257e-01, eta: 11:22:13, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.6762, loss: 2.6762 2020-07-02 13:14:31,086 - mmaction - INFO - Epoch [160][400/940] lr: 1.257e-01, eta: 11:22:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7910, loss: 2.7910 2020-07-02 13:14:40,609 - mmaction - INFO - Epoch [160][420/940] lr: 1.257e-01, eta: 11:21:55, time: 0.476, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6500, loss_cls: 2.5883, loss: 2.5883 2020-07-02 13:14:49,318 - mmaction - INFO - Epoch [160][440/940] lr: 1.257e-01, eta: 11:21:46, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6844, loss_cls: 2.6726, loss: 2.6726 2020-07-02 13:14:58,075 - mmaction - INFO - Epoch [160][460/940] lr: 1.257e-01, eta: 11:21:36, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7194, loss: 2.7194 2020-07-02 13:15:07,003 - mmaction - INFO - Epoch [160][480/940] lr: 1.257e-01, eta: 11:21:27, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6581, loss: 2.6581 2020-07-02 13:15:15,766 - mmaction - INFO - Epoch [160][500/940] lr: 1.257e-01, eta: 11:21:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6575, loss: 2.6575 2020-07-02 13:15:24,620 - mmaction - INFO - Epoch [160][520/940] lr: 1.257e-01, eta: 11:21:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6438, loss_cls: 2.7054, loss: 2.7054 2020-07-02 13:15:33,375 - mmaction - INFO - Epoch [160][540/940] lr: 1.257e-01, eta: 11:21:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7865, loss: 2.7865 2020-07-02 13:15:42,170 - mmaction - INFO - Epoch [160][560/940] lr: 1.257e-01, eta: 11:20:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5797, loss: 2.5797 2020-07-02 13:15:51,007 - mmaction - INFO - Epoch [160][580/940] lr: 1.257e-01, eta: 11:20:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8947, loss: 2.8947 2020-07-02 13:15:59,793 - mmaction - INFO - Epoch [160][600/940] lr: 1.257e-01, eta: 11:20:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6300, loss: 2.6300 2020-07-02 13:16:08,602 - mmaction - INFO - Epoch [160][620/940] lr: 1.257e-01, eta: 11:20:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5704, loss: 2.5704 2020-07-02 13:16:17,338 - mmaction - INFO - Epoch [160][640/940] lr: 1.257e-01, eta: 11:20:14, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.7009, loss: 2.7009 2020-07-02 13:16:26,595 - mmaction - INFO - Epoch [160][660/940] lr: 1.257e-01, eta: 11:20:05, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.6957, loss: 2.6957 2020-07-02 13:16:35,323 - mmaction - INFO - Epoch [160][680/940] lr: 1.257e-01, eta: 11:19:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.6375, loss: 2.6375 2020-07-02 13:16:44,234 - mmaction - INFO - Epoch [160][700/940] lr: 1.257e-01, eta: 11:19:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6642, loss: 2.6642 2020-07-02 13:16:53,059 - mmaction - INFO - Epoch [160][720/940] lr: 1.257e-01, eta: 11:19:38, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6438, loss_cls: 2.4856, loss: 2.4856 2020-07-02 13:17:01,894 - mmaction - INFO - Epoch [160][740/940] lr: 1.257e-01, eta: 11:19:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7985, loss: 2.7985 2020-07-02 13:17:10,812 - mmaction - INFO - Epoch [160][760/940] lr: 1.257e-01, eta: 11:19:20, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6656, loss_cls: 2.6615, loss: 2.6615 2020-07-02 13:17:19,537 - mmaction - INFO - Epoch [160][780/940] lr: 1.257e-01, eta: 11:19:11, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.5173, loss: 2.5173 2020-07-02 13:17:28,324 - mmaction - INFO - Epoch [160][800/940] lr: 1.257e-01, eta: 11:19:01, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6719, loss_cls: 2.6236, loss: 2.6236 2020-07-02 13:17:37,218 - mmaction - INFO - Epoch [160][820/940] lr: 1.257e-01, eta: 11:18:52, time: 0.445, data_time: 0.012, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.7071, loss: 2.7071 2020-07-02 13:17:46,024 - mmaction - INFO - Epoch [160][840/940] lr: 1.257e-01, eta: 11:18:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.6678, loss: 2.6678 2020-07-02 13:17:54,757 - mmaction - INFO - Epoch [160][860/940] lr: 1.257e-01, eta: 11:18:34, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.8989, loss: 2.8989 2020-07-02 13:18:03,576 - mmaction - INFO - Epoch [160][880/940] lr: 1.257e-01, eta: 11:18:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.6100, loss: 2.6100 2020-07-02 13:18:12,314 - mmaction - INFO - Epoch [160][900/940] lr: 1.257e-01, eta: 11:18:16, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6062, loss_cls: 2.8997, loss: 2.8997 2020-07-02 13:18:21,129 - mmaction - INFO - Epoch [160][920/940] lr: 1.257e-01, eta: 11:18:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.5925, loss: 2.5925 2020-07-02 13:18:29,489 - mmaction - INFO - Epoch [160][940/940] lr: 1.257e-01, eta: 11:17:57, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.4058, top5_acc: 0.6039, loss_cls: 2.8046, loss: 2.8046 2020-07-02 13:18:29,837 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-02 13:18:47,486 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 13:18:48,356 - mmaction - INFO - top1_acc 0.4662 top5_acc 0.7289 2020-07-02 13:18:48,356 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 13:18:48,428 - mmaction - INFO - mean_acc 0.4662 2020-07-02 13:18:48,437 - mmaction - INFO - Epoch [160][940/940] lr: 1.257e-01, top1_acc: 0.4662, top5_acc: 0.7289, mean_class_accuracy: 0.4662 2020-07-02 13:19:01,410 - mmaction - INFO - Epoch [161][20/940] lr: 1.235e-01, eta: 11:17:50, time: 0.648, data_time: 0.193, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6531, loss_cls: 2.5906, loss: 2.5906 2020-07-02 13:19:10,227 - mmaction - INFO - Epoch [161][40/940] lr: 1.235e-01, eta: 11:17:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7187, loss: 2.7187 2020-07-02 13:19:19,204 - mmaction - INFO - Epoch [161][60/940] lr: 1.235e-01, eta: 11:17:32, time: 0.449, data_time: 0.016, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.6875, loss: 2.6875 2020-07-02 13:19:28,741 - mmaction - INFO - Epoch [161][80/940] lr: 1.235e-01, eta: 11:17:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6656, loss_cls: 2.4884, loss: 2.4884 2020-07-02 13:19:37,810 - mmaction - INFO - Epoch [161][100/940] lr: 1.235e-01, eta: 11:17:15, time: 0.491, data_time: 0.058, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.7939, loss: 2.7939 2020-07-02 13:19:46,812 - mmaction - INFO - Epoch [161][120/940] lr: 1.235e-01, eta: 11:17:06, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.5906, loss_cls: 2.8294, loss: 2.8294 2020-07-02 13:19:55,570 - mmaction - INFO - Epoch [161][140/940] lr: 1.235e-01, eta: 11:16:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.6812, loss: 2.6812 2020-07-02 13:20:05,203 - mmaction - INFO - Epoch [161][160/940] lr: 1.235e-01, eta: 11:16:48, time: 0.482, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.6940, loss: 2.6940 2020-07-02 13:20:14,535 - mmaction - INFO - Epoch [161][180/940] lr: 1.235e-01, eta: 11:16:39, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7378, loss: 2.7378 2020-07-02 13:20:23,310 - mmaction - INFO - Epoch [161][200/940] lr: 1.235e-01, eta: 11:16:30, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6469, loss_cls: 2.6651, loss: 2.6651 2020-07-02 13:20:32,388 - mmaction - INFO - Epoch [161][220/940] lr: 1.235e-01, eta: 11:16:21, time: 0.459, data_time: 0.020, memory: 6328, top1_acc: 0.5000, top5_acc: 0.6813, loss_cls: 2.4112, loss: 2.4112 2020-07-02 13:20:41,105 - mmaction - INFO - Epoch [161][240/940] lr: 1.235e-01, eta: 11:16:12, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5375, loss: 2.5375 2020-07-02 13:20:49,956 - mmaction - INFO - Epoch [161][260/940] lr: 1.235e-01, eta: 11:16:02, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7438, loss_cls: 2.3260, loss: 2.3260 2020-07-02 13:20:58,731 - mmaction - INFO - Epoch [161][280/940] lr: 1.235e-01, eta: 11:15:53, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6844, loss_cls: 2.6324, loss: 2.6324 2020-07-02 13:21:07,405 - mmaction - INFO - Epoch [161][300/940] lr: 1.235e-01, eta: 11:15:44, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6291, loss: 2.6291 2020-07-02 13:21:16,062 - mmaction - INFO - Epoch [161][320/940] lr: 1.235e-01, eta: 11:15:35, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.8440, loss: 2.8440 2020-07-02 13:21:24,730 - mmaction - INFO - Epoch [161][340/940] lr: 1.235e-01, eta: 11:15:26, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.6601, loss: 2.6601 2020-07-02 13:21:34,054 - mmaction - INFO - Epoch [161][360/940] lr: 1.235e-01, eta: 11:15:17, time: 0.468, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8662, loss: 2.8662 2020-07-02 13:21:42,777 - mmaction - INFO - Epoch [161][380/940] lr: 1.235e-01, eta: 11:15:08, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.5951, loss: 2.5951 2020-07-02 13:21:52,094 - mmaction - INFO - Epoch [161][400/940] lr: 1.235e-01, eta: 11:14:59, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.7323, loss: 2.7323 2020-07-02 13:22:00,960 - mmaction - INFO - Epoch [161][420/940] lr: 1.235e-01, eta: 11:14:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.5489, loss: 2.5489 2020-07-02 13:22:09,666 - mmaction - INFO - Epoch [161][440/940] lr: 1.235e-01, eta: 11:14:40, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.6698, loss: 2.6698 2020-07-02 13:22:18,702 - mmaction - INFO - Epoch [161][460/940] lr: 1.235e-01, eta: 11:14:31, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8113, loss: 2.8113 2020-07-02 13:22:27,454 - mmaction - INFO - Epoch [161][480/940] lr: 1.235e-01, eta: 11:14:22, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6658, loss: 2.6658 2020-07-02 13:22:36,919 - mmaction - INFO - Epoch [161][500/940] lr: 1.235e-01, eta: 11:14:14, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.7339, loss: 2.7339 2020-07-02 13:22:45,679 - mmaction - INFO - Epoch [161][520/940] lr: 1.235e-01, eta: 11:14:04, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6786, loss: 2.6786 2020-07-02 13:22:54,504 - mmaction - INFO - Epoch [161][540/940] lr: 1.235e-01, eta: 11:13:55, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7784, loss: 2.7784 2020-07-02 13:23:03,299 - mmaction - INFO - Epoch [161][560/940] lr: 1.235e-01, eta: 11:13:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7485, loss: 2.7485 2020-07-02 13:23:12,116 - mmaction - INFO - Epoch [161][580/940] lr: 1.235e-01, eta: 11:13:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.7109, loss: 2.7109 2020-07-02 13:23:20,977 - mmaction - INFO - Epoch [161][600/940] lr: 1.235e-01, eta: 11:13:28, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6531, loss_cls: 2.7603, loss: 2.7603 2020-07-02 13:23:30,103 - mmaction - INFO - Epoch [161][620/940] lr: 1.235e-01, eta: 11:13:19, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3989, loss: 2.3989 2020-07-02 13:23:38,815 - mmaction - INFO - Epoch [161][640/940] lr: 1.235e-01, eta: 11:13:10, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8871, loss: 2.8871 2020-07-02 13:23:47,545 - mmaction - INFO - Epoch [161][660/940] lr: 1.235e-01, eta: 11:13:01, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.6079, loss: 2.6079 2020-07-02 13:23:56,779 - mmaction - INFO - Epoch [161][680/940] lr: 1.235e-01, eta: 11:12:52, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6281, loss_cls: 2.7272, loss: 2.7272 2020-07-02 13:24:05,502 - mmaction - INFO - Epoch [161][700/940] lr: 1.235e-01, eta: 11:12:42, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6813, loss_cls: 2.5910, loss: 2.5910 2020-07-02 13:24:14,226 - mmaction - INFO - Epoch [161][720/940] lr: 1.235e-01, eta: 11:12:33, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.6019, loss: 2.6019 2020-07-02 13:24:23,084 - mmaction - INFO - Epoch [161][740/940] lr: 1.235e-01, eta: 11:12:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.7340, loss: 2.7340 2020-07-02 13:24:31,881 - mmaction - INFO - Epoch [161][760/940] lr: 1.235e-01, eta: 11:12:15, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.6789, loss: 2.6789 2020-07-02 13:24:41,038 - mmaction - INFO - Epoch [161][780/940] lr: 1.235e-01, eta: 11:12:06, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.6368, loss: 2.6368 2020-07-02 13:24:50,512 - mmaction - INFO - Epoch [161][800/940] lr: 1.235e-01, eta: 11:11:57, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5992, loss: 2.5992 2020-07-02 13:24:59,335 - mmaction - INFO - Epoch [161][820/940] lr: 1.235e-01, eta: 11:11:48, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.7584, loss: 2.7584 2020-07-02 13:25:08,104 - mmaction - INFO - Epoch [161][840/940] lr: 1.235e-01, eta: 11:11:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.7589, loss: 2.7589 2020-07-02 13:25:17,190 - mmaction - INFO - Epoch [161][860/940] lr: 1.235e-01, eta: 11:11:30, time: 0.453, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.6454, loss: 2.6454 2020-07-02 13:25:26,001 - mmaction - INFO - Epoch [161][880/940] lr: 1.235e-01, eta: 11:11:21, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6781, loss_cls: 2.6520, loss: 2.6520 2020-07-02 13:25:34,705 - mmaction - INFO - Epoch [161][900/940] lr: 1.235e-01, eta: 11:11:12, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.6113, loss: 2.6113 2020-07-02 13:25:43,460 - mmaction - INFO - Epoch [161][920/940] lr: 1.235e-01, eta: 11:11:03, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6406, loss_cls: 2.7069, loss: 2.7069 2020-07-02 13:25:51,857 - mmaction - INFO - Epoch [161][940/940] lr: 1.235e-01, eta: 11:10:53, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.4026, top5_acc: 0.6331, loss_cls: 2.7325, loss: 2.7325 2020-07-02 13:26:07,855 - mmaction - INFO - Epoch [162][20/940] lr: 1.212e-01, eta: 11:10:48, time: 0.782, data_time: 0.338, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7206, loss: 2.7206 2020-07-02 13:26:16,556 - mmaction - INFO - Epoch [162][40/940] lr: 1.212e-01, eta: 11:10:39, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.7444, loss: 2.7444 2020-07-02 13:26:25,867 - mmaction - INFO - Epoch [162][60/940] lr: 1.212e-01, eta: 11:10:30, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5662, loss: 2.5662 2020-07-02 13:26:34,679 - mmaction - INFO - Epoch [162][80/940] lr: 1.212e-01, eta: 11:10:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.4933, loss: 2.4933 2020-07-02 13:26:43,461 - mmaction - INFO - Epoch [162][100/940] lr: 1.212e-01, eta: 11:10:12, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.8124, loss: 2.8124 2020-07-02 13:26:52,738 - mmaction - INFO - Epoch [162][120/940] lr: 1.212e-01, eta: 11:10:03, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.4740, loss: 2.4740 2020-07-02 13:27:01,512 - mmaction - INFO - Epoch [162][140/940] lr: 1.212e-01, eta: 11:09:54, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5297, loss: 2.5297 2020-07-02 13:27:10,271 - mmaction - INFO - Epoch [162][160/940] lr: 1.212e-01, eta: 11:09:45, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.6445, loss: 2.6445 2020-07-02 13:27:19,227 - mmaction - INFO - Epoch [162][180/940] lr: 1.212e-01, eta: 11:09:35, time: 0.448, data_time: 0.013, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6086, loss: 2.6086 2020-07-02 13:27:28,655 - mmaction - INFO - Epoch [162][200/940] lr: 1.212e-01, eta: 11:09:27, time: 0.470, data_time: 0.003, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.7367, loss: 2.7367 2020-07-02 13:27:37,884 - mmaction - INFO - Epoch [162][220/940] lr: 1.212e-01, eta: 11:09:18, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.5463, loss: 2.5463 2020-07-02 13:27:46,517 - mmaction - INFO - Epoch [162][240/940] lr: 1.212e-01, eta: 11:09:09, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.6185, loss: 2.6185 2020-07-02 13:27:55,253 - mmaction - INFO - Epoch [162][260/940] lr: 1.212e-01, eta: 11:08:59, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3696, loss: 2.3696 2020-07-02 13:28:04,609 - mmaction - INFO - Epoch [162][280/940] lr: 1.212e-01, eta: 11:08:51, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.8594, loss: 2.8594 2020-07-02 13:28:13,464 - mmaction - INFO - Epoch [162][300/940] lr: 1.212e-01, eta: 11:08:41, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.7408, loss: 2.7408 2020-07-02 13:28:22,266 - mmaction - INFO - Epoch [162][320/940] lr: 1.212e-01, eta: 11:08:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6469, loss_cls: 2.6555, loss: 2.6555 2020-07-02 13:28:31,270 - mmaction - INFO - Epoch [162][340/940] lr: 1.212e-01, eta: 11:08:23, time: 0.450, data_time: 0.013, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6285, loss: 2.6285 2020-07-02 13:28:40,420 - mmaction - INFO - Epoch [162][360/940] lr: 1.212e-01, eta: 11:08:14, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6906, loss_cls: 2.6023, loss: 2.6023 2020-07-02 13:28:49,182 - mmaction - INFO - Epoch [162][380/940] lr: 1.212e-01, eta: 11:08:05, time: 0.439, data_time: 0.007, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.5366, loss: 2.5366 2020-07-02 13:28:57,941 - mmaction - INFO - Epoch [162][400/940] lr: 1.212e-01, eta: 11:07:56, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6500, loss_cls: 2.5608, loss: 2.5608 2020-07-02 13:29:06,677 - mmaction - INFO - Epoch [162][420/940] lr: 1.212e-01, eta: 11:07:47, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6293, loss: 2.6293 2020-07-02 13:29:16,150 - mmaction - INFO - Epoch [162][440/940] lr: 1.212e-01, eta: 11:07:38, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6438, loss_cls: 2.7100, loss: 2.7100 2020-07-02 13:29:25,232 - mmaction - INFO - Epoch [162][460/940] lr: 1.212e-01, eta: 11:07:29, time: 0.454, data_time: 0.020, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6406, loss_cls: 2.6224, loss: 2.6224 2020-07-02 13:29:33,972 - mmaction - INFO - Epoch [162][480/940] lr: 1.212e-01, eta: 11:07:20, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6051, loss: 2.6051 2020-07-02 13:29:42,727 - mmaction - INFO - Epoch [162][500/940] lr: 1.212e-01, eta: 11:07:11, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6281, loss_cls: 2.7588, loss: 2.7588 2020-07-02 13:29:51,437 - mmaction - INFO - Epoch [162][520/940] lr: 1.212e-01, eta: 11:07:02, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.7293, loss: 2.7293 2020-07-02 13:30:00,161 - mmaction - INFO - Epoch [162][540/940] lr: 1.212e-01, eta: 11:06:52, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6459, loss: 2.6459 2020-07-02 13:30:09,022 - mmaction - INFO - Epoch [162][560/940] lr: 1.212e-01, eta: 11:06:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6844, loss_cls: 2.4622, loss: 2.4622 2020-07-02 13:30:18,308 - mmaction - INFO - Epoch [162][580/940] lr: 1.212e-01, eta: 11:06:34, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.8633, loss: 2.8633 2020-07-02 13:30:26,984 - mmaction - INFO - Epoch [162][600/940] lr: 1.212e-01, eta: 11:06:25, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.8736, loss: 2.8736 2020-07-02 13:30:35,787 - mmaction - INFO - Epoch [162][620/940] lr: 1.212e-01, eta: 11:06:16, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.8499, loss: 2.8499 2020-07-02 13:30:45,056 - mmaction - INFO - Epoch [162][640/940] lr: 1.212e-01, eta: 11:06:07, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5652, loss: 2.5652 2020-07-02 13:30:53,912 - mmaction - INFO - Epoch [162][660/940] lr: 1.212e-01, eta: 11:05:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7156, loss_cls: 2.5373, loss: 2.5373 2020-07-02 13:31:02,606 - mmaction - INFO - Epoch [162][680/940] lr: 1.212e-01, eta: 11:05:49, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7755, loss: 2.7755 2020-07-02 13:31:11,325 - mmaction - INFO - Epoch [162][700/940] lr: 1.212e-01, eta: 11:05:40, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.4179, loss: 2.4179 2020-07-02 13:31:21,037 - mmaction - INFO - Epoch [162][720/940] lr: 1.212e-01, eta: 11:05:31, time: 0.486, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6469, loss_cls: 2.7704, loss: 2.7704 2020-07-02 13:31:29,867 - mmaction - INFO - Epoch [162][740/940] lr: 1.212e-01, eta: 11:05:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8381, loss: 2.8381 2020-07-02 13:31:38,611 - mmaction - INFO - Epoch [162][760/940] lr: 1.212e-01, eta: 11:05:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.5114, loss: 2.5114 2020-07-02 13:31:47,446 - mmaction - INFO - Epoch [162][780/940] lr: 1.212e-01, eta: 11:05:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.7036, loss: 2.7036 2020-07-02 13:31:56,715 - mmaction - INFO - Epoch [162][800/940] lr: 1.212e-01, eta: 11:04:55, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6344, loss_cls: 2.6405, loss: 2.6405 2020-07-02 13:32:05,563 - mmaction - INFO - Epoch [162][820/940] lr: 1.212e-01, eta: 11:04:46, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6001, loss: 2.6001 2020-07-02 13:32:14,354 - mmaction - INFO - Epoch [162][840/940] lr: 1.212e-01, eta: 11:04:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5323, loss: 2.5323 2020-07-02 13:32:24,114 - mmaction - INFO - Epoch [162][860/940] lr: 1.212e-01, eta: 11:04:28, time: 0.489, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6791, loss: 2.6791 2020-07-02 13:32:32,853 - mmaction - INFO - Epoch [162][880/940] lr: 1.212e-01, eta: 11:04:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4708, loss: 2.4708 2020-07-02 13:32:41,562 - mmaction - INFO - Epoch [162][900/940] lr: 1.212e-01, eta: 11:04:10, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.6330, loss: 2.6330 2020-07-02 13:32:50,348 - mmaction - INFO - Epoch [162][920/940] lr: 1.212e-01, eta: 11:04:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6583, loss: 2.6583 2020-07-02 13:32:58,732 - mmaction - INFO - Epoch [162][940/940] lr: 1.212e-01, eta: 11:03:51, time: 0.420, data_time: 0.002, memory: 6328, top1_acc: 0.4351, top5_acc: 0.6266, loss_cls: 2.6027, loss: 2.6027 2020-07-02 13:33:14,986 - mmaction - INFO - Epoch [163][20/940] lr: 1.190e-01, eta: 11:03:46, time: 0.796, data_time: 0.346, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4460, loss: 2.4460 2020-07-02 13:33:23,654 - mmaction - INFO - Epoch [163][40/940] lr: 1.190e-01, eta: 11:03:37, time: 0.433, data_time: 0.003, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6442, loss: 2.6442 2020-07-02 13:33:32,522 - mmaction - INFO - Epoch [163][60/940] lr: 1.190e-01, eta: 11:03:28, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6914, loss: 2.6914 2020-07-02 13:33:41,841 - mmaction - INFO - Epoch [163][80/940] lr: 1.190e-01, eta: 11:03:19, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.5046, loss: 2.5046 2020-07-02 13:33:50,703 - mmaction - INFO - Epoch [163][100/940] lr: 1.190e-01, eta: 11:03:10, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6188, loss_cls: 2.7617, loss: 2.7617 2020-07-02 13:33:59,578 - mmaction - INFO - Epoch [163][120/940] lr: 1.190e-01, eta: 11:03:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.5917, loss: 2.5917 2020-07-02 13:34:08,444 - mmaction - INFO - Epoch [163][140/940] lr: 1.190e-01, eta: 11:02:52, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6036, loss: 2.6036 2020-07-02 13:34:17,251 - mmaction - INFO - Epoch [163][160/940] lr: 1.190e-01, eta: 11:02:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8741, loss: 2.8741 2020-07-02 13:34:26,042 - mmaction - INFO - Epoch [163][180/940] lr: 1.190e-01, eta: 11:02:33, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6594, loss_cls: 2.5794, loss: 2.5794 2020-07-02 13:34:34,786 - mmaction - INFO - Epoch [163][200/940] lr: 1.190e-01, eta: 11:02:24, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6281, loss_cls: 2.6679, loss: 2.6679 2020-07-02 13:34:43,571 - mmaction - INFO - Epoch [163][220/940] lr: 1.190e-01, eta: 11:02:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.6856, loss: 2.6856 2020-07-02 13:34:52,353 - mmaction - INFO - Epoch [163][240/940] lr: 1.190e-01, eta: 11:02:06, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.5719, loss: 2.5719 2020-07-02 13:35:01,574 - mmaction - INFO - Epoch [163][260/940] lr: 1.190e-01, eta: 11:01:57, time: 0.461, data_time: 0.020, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4231, loss: 2.4231 2020-07-02 13:35:10,438 - mmaction - INFO - Epoch [163][280/940] lr: 1.190e-01, eta: 11:01:48, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6469, loss_cls: 2.6859, loss: 2.6859 2020-07-02 13:35:19,797 - mmaction - INFO - Epoch [163][300/940] lr: 1.190e-01, eta: 11:01:39, time: 0.467, data_time: 0.023, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5547, loss: 2.5547 2020-07-02 13:35:28,534 - mmaction - INFO - Epoch [163][320/940] lr: 1.190e-01, eta: 11:01:30, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6406, loss_cls: 2.7058, loss: 2.7058 2020-07-02 13:35:37,377 - mmaction - INFO - Epoch [163][340/940] lr: 1.190e-01, eta: 11:01:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4490, loss: 2.4490 2020-07-02 13:35:46,138 - mmaction - INFO - Epoch [163][360/940] lr: 1.190e-01, eta: 11:01:12, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.5612, loss: 2.5612 2020-07-02 13:35:55,193 - mmaction - INFO - Epoch [163][380/940] lr: 1.190e-01, eta: 11:01:03, time: 0.453, data_time: 0.020, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.6064, loss: 2.6064 2020-07-02 13:36:04,008 - mmaction - INFO - Epoch [163][400/940] lr: 1.190e-01, eta: 11:00:53, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7344, loss_cls: 2.4055, loss: 2.4055 2020-07-02 13:36:12,806 - mmaction - INFO - Epoch [163][420/940] lr: 1.190e-01, eta: 11:00:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.6694, loss: 2.6694 2020-07-02 13:36:22,047 - mmaction - INFO - Epoch [163][440/940] lr: 1.190e-01, eta: 11:00:35, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6344, loss_cls: 2.6034, loss: 2.6034 2020-07-02 13:36:31,208 - mmaction - INFO - Epoch [163][460/940] lr: 1.190e-01, eta: 11:00:26, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6475, loss: 2.6475 2020-07-02 13:36:40,069 - mmaction - INFO - Epoch [163][480/940] lr: 1.190e-01, eta: 11:00:17, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6281, loss_cls: 2.8439, loss: 2.8439 2020-07-02 13:36:49,437 - mmaction - INFO - Epoch [163][500/940] lr: 1.190e-01, eta: 11:00:09, time: 0.468, data_time: 0.023, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5786, loss: 2.5786 2020-07-02 13:36:58,163 - mmaction - INFO - Epoch [163][520/940] lr: 1.190e-01, eta: 10:59:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6750, loss_cls: 2.6754, loss: 2.6754 2020-07-02 13:37:07,293 - mmaction - INFO - Epoch [163][540/940] lr: 1.190e-01, eta: 10:59:50, time: 0.457, data_time: 0.018, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6146, loss: 2.6146 2020-07-02 13:37:16,501 - mmaction - INFO - Epoch [163][560/940] lr: 1.190e-01, eta: 10:59:41, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6647, loss: 2.6647 2020-07-02 13:37:25,369 - mmaction - INFO - Epoch [163][580/940] lr: 1.190e-01, eta: 10:59:32, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.4447, loss: 2.4447 2020-07-02 13:37:34,455 - mmaction - INFO - Epoch [163][600/940] lr: 1.190e-01, eta: 10:59:23, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6656, loss_cls: 2.4849, loss: 2.4849 2020-07-02 13:37:43,281 - mmaction - INFO - Epoch [163][620/940] lr: 1.190e-01, eta: 10:59:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5291, loss: 2.5291 2020-07-02 13:37:52,022 - mmaction - INFO - Epoch [163][640/940] lr: 1.190e-01, eta: 10:59:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.4680, loss: 2.4680 2020-07-02 13:38:01,265 - mmaction - INFO - Epoch [163][660/940] lr: 1.190e-01, eta: 10:58:56, time: 0.462, data_time: 0.000, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.5307, loss: 2.5307 2020-07-02 13:38:10,034 - mmaction - INFO - Epoch [163][680/940] lr: 1.190e-01, eta: 10:58:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5732, loss: 2.5732 2020-07-02 13:38:18,742 - mmaction - INFO - Epoch [163][700/940] lr: 1.190e-01, eta: 10:58:38, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4143, loss: 2.4143 2020-07-02 13:38:27,964 - mmaction - INFO - Epoch [163][720/940] lr: 1.190e-01, eta: 10:58:29, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8936, loss: 2.8936 2020-07-02 13:38:36,679 - mmaction - INFO - Epoch [163][740/940] lr: 1.190e-01, eta: 10:58:20, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6531, loss_cls: 2.7131, loss: 2.7131 2020-07-02 13:38:45,495 - mmaction - INFO - Epoch [163][760/940] lr: 1.190e-01, eta: 10:58:11, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6625, loss_cls: 2.5639, loss: 2.5639 2020-07-02 13:38:54,824 - mmaction - INFO - Epoch [163][780/940] lr: 1.190e-01, eta: 10:58:02, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.5574, loss: 2.5574 2020-07-02 13:39:04,076 - mmaction - INFO - Epoch [163][800/940] lr: 1.190e-01, eta: 10:57:53, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.7520, loss: 2.7520 2020-07-02 13:39:13,313 - mmaction - INFO - Epoch [163][820/940] lr: 1.190e-01, eta: 10:57:44, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7311, loss: 2.7311 2020-07-02 13:39:22,507 - mmaction - INFO - Epoch [163][840/940] lr: 1.190e-01, eta: 10:57:35, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4357, loss: 2.4357 2020-07-02 13:39:31,255 - mmaction - INFO - Epoch [163][860/940] lr: 1.190e-01, eta: 10:57:26, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.5627, loss: 2.5627 2020-07-02 13:39:40,362 - mmaction - INFO - Epoch [163][880/940] lr: 1.190e-01, eta: 10:57:17, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4927, loss: 2.4927 2020-07-02 13:39:49,210 - mmaction - INFO - Epoch [163][900/940] lr: 1.190e-01, eta: 10:57:08, time: 0.442, data_time: 0.007, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.5365, loss: 2.5365 2020-07-02 13:39:58,347 - mmaction - INFO - Epoch [163][920/940] lr: 1.190e-01, eta: 10:56:59, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6906, loss_cls: 2.5505, loss: 2.5505 2020-07-02 13:40:06,907 - mmaction - INFO - Epoch [163][940/940] lr: 1.190e-01, eta: 10:56:50, time: 0.429, data_time: 0.010, memory: 6328, top1_acc: 0.4286, top5_acc: 0.6591, loss_cls: 2.5796, loss: 2.5796 2020-07-02 13:40:21,387 - mmaction - INFO - Epoch [164][20/940] lr: 1.167e-01, eta: 10:56:44, time: 0.707, data_time: 0.256, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.4433, loss: 2.4433 2020-07-02 13:40:30,146 - mmaction - INFO - Epoch [164][40/940] lr: 1.167e-01, eta: 10:56:34, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4901, loss: 2.4901 2020-07-02 13:40:38,971 - mmaction - INFO - Epoch [164][60/940] lr: 1.167e-01, eta: 10:56:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4312, loss: 2.4312 2020-07-02 13:40:47,753 - mmaction - INFO - Epoch [164][80/940] lr: 1.167e-01, eta: 10:56:16, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.2427, loss: 2.2427 2020-07-02 13:40:56,581 - mmaction - INFO - Epoch [164][100/940] lr: 1.167e-01, eta: 10:56:07, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8188, loss: 2.8188 2020-07-02 13:41:05,424 - mmaction - INFO - Epoch [164][120/940] lr: 1.167e-01, eta: 10:55:58, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7553, loss: 2.7553 2020-07-02 13:41:14,151 - mmaction - INFO - Epoch [164][140/940] lr: 1.167e-01, eta: 10:55:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2978, loss: 2.2978 2020-07-02 13:41:22,936 - mmaction - INFO - Epoch [164][160/940] lr: 1.167e-01, eta: 10:55:40, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4614, loss: 2.4614 2020-07-02 13:41:31,703 - mmaction - INFO - Epoch [164][180/940] lr: 1.167e-01, eta: 10:55:30, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5435, loss: 2.5435 2020-07-02 13:41:40,603 - mmaction - INFO - Epoch [164][200/940] lr: 1.167e-01, eta: 10:55:21, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.6142, loss: 2.6142 2020-07-02 13:41:49,337 - mmaction - INFO - Epoch [164][220/940] lr: 1.167e-01, eta: 10:55:12, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.6697, loss: 2.6697 2020-07-02 13:41:58,650 - mmaction - INFO - Epoch [164][240/940] lr: 1.167e-01, eta: 10:55:03, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6469, loss_cls: 2.6540, loss: 2.6540 2020-07-02 13:42:07,416 - mmaction - INFO - Epoch [164][260/940] lr: 1.167e-01, eta: 10:54:54, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5579, loss: 2.5579 2020-07-02 13:42:16,286 - mmaction - INFO - Epoch [164][280/940] lr: 1.167e-01, eta: 10:54:45, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.6000, loss: 2.6000 2020-07-02 13:42:25,326 - mmaction - INFO - Epoch [164][300/940] lr: 1.167e-01, eta: 10:54:36, time: 0.452, data_time: 0.012, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5975, loss: 2.5975 2020-07-02 13:42:34,090 - mmaction - INFO - Epoch [164][320/940] lr: 1.167e-01, eta: 10:54:27, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.9235, loss: 2.9235 2020-07-02 13:42:42,878 - mmaction - INFO - Epoch [164][340/940] lr: 1.167e-01, eta: 10:54:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.7407, loss: 2.7407 2020-07-02 13:42:52,241 - mmaction - INFO - Epoch [164][360/940] lr: 1.167e-01, eta: 10:54:09, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4682, loss: 2.4682 2020-07-02 13:43:01,065 - mmaction - INFO - Epoch [164][380/940] lr: 1.167e-01, eta: 10:54:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.7680, loss: 2.7680 2020-07-02 13:43:09,799 - mmaction - INFO - Epoch [164][400/940] lr: 1.167e-01, eta: 10:53:51, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.6072, loss: 2.6072 2020-07-02 13:43:18,589 - mmaction - INFO - Epoch [164][420/940] lr: 1.167e-01, eta: 10:53:41, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.5599, loss: 2.5599 2020-07-02 13:43:27,905 - mmaction - INFO - Epoch [164][440/940] lr: 1.167e-01, eta: 10:53:33, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.5281, loss: 2.5281 2020-07-02 13:43:36,906 - mmaction - INFO - Epoch [164][460/940] lr: 1.167e-01, eta: 10:53:24, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6469, loss_cls: 2.6511, loss: 2.6511 2020-07-02 13:43:45,704 - mmaction - INFO - Epoch [164][480/940] lr: 1.167e-01, eta: 10:53:14, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8272, loss: 2.8272 2020-07-02 13:43:54,833 - mmaction - INFO - Epoch [164][500/940] lr: 1.167e-01, eta: 10:53:05, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6516, loss: 2.6516 2020-07-02 13:44:03,570 - mmaction - INFO - Epoch [164][520/940] lr: 1.167e-01, eta: 10:52:56, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7146, loss: 2.7146 2020-07-02 13:44:12,379 - mmaction - INFO - Epoch [164][540/940] lr: 1.167e-01, eta: 10:52:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6781, loss_cls: 2.6191, loss: 2.6191 2020-07-02 13:44:21,128 - mmaction - INFO - Epoch [164][560/940] lr: 1.167e-01, eta: 10:52:38, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8315, loss: 2.8315 2020-07-02 13:44:30,212 - mmaction - INFO - Epoch [164][580/940] lr: 1.167e-01, eta: 10:52:29, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6385, loss: 2.6385 2020-07-02 13:44:39,006 - mmaction - INFO - Epoch [164][600/940] lr: 1.167e-01, eta: 10:52:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6375, loss_cls: 2.6319, loss: 2.6319 2020-07-02 13:44:47,755 - mmaction - INFO - Epoch [164][620/940] lr: 1.167e-01, eta: 10:52:11, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.6844, loss_cls: 2.3965, loss: 2.3965 2020-07-02 13:44:56,555 - mmaction - INFO - Epoch [164][640/940] lr: 1.167e-01, eta: 10:52:02, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6219, loss_cls: 2.7445, loss: 2.7445 2020-07-02 13:45:05,304 - mmaction - INFO - Epoch [164][660/940] lr: 1.167e-01, eta: 10:51:52, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.5906, loss: 2.5906 2020-07-02 13:45:15,063 - mmaction - INFO - Epoch [164][680/940] lr: 1.167e-01, eta: 10:51:44, time: 0.489, data_time: 0.003, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4844, loss: 2.4844 2020-07-02 13:45:23,863 - mmaction - INFO - Epoch [164][700/940] lr: 1.167e-01, eta: 10:51:35, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8202, loss: 2.8202 2020-07-02 13:45:32,633 - mmaction - INFO - Epoch [164][720/940] lr: 1.167e-01, eta: 10:51:26, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5732, loss: 2.5732 2020-07-02 13:45:41,386 - mmaction - INFO - Epoch [164][740/940] lr: 1.167e-01, eta: 10:51:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.5844, loss_cls: 2.8510, loss: 2.8510 2020-07-02 13:45:50,575 - mmaction - INFO - Epoch [164][760/940] lr: 1.167e-01, eta: 10:51:07, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6777, loss: 2.6777 2020-07-02 13:45:59,314 - mmaction - INFO - Epoch [164][780/940] lr: 1.167e-01, eta: 10:50:58, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6469, loss_cls: 2.6909, loss: 2.6909 2020-07-02 13:46:08,031 - mmaction - INFO - Epoch [164][800/940] lr: 1.167e-01, eta: 10:50:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5013, loss: 2.5013 2020-07-02 13:46:17,448 - mmaction - INFO - Epoch [164][820/940] lr: 1.167e-01, eta: 10:50:40, time: 0.470, data_time: 0.000, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.5779, loss: 2.5779 2020-07-02 13:46:26,186 - mmaction - INFO - Epoch [164][840/940] lr: 1.167e-01, eta: 10:50:31, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.6840, loss: 2.6840 2020-07-02 13:46:34,933 - mmaction - INFO - Epoch [164][860/940] lr: 1.167e-01, eta: 10:50:22, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6531, loss_cls: 2.6235, loss: 2.6235 2020-07-02 13:46:43,835 - mmaction - INFO - Epoch [164][880/940] lr: 1.167e-01, eta: 10:50:13, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6219, loss_cls: 2.7058, loss: 2.7058 2020-07-02 13:46:52,595 - mmaction - INFO - Epoch [164][900/940] lr: 1.167e-01, eta: 10:50:04, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7732, loss: 2.7732 2020-07-02 13:47:01,413 - mmaction - INFO - Epoch [164][920/940] lr: 1.167e-01, eta: 10:49:55, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.8346, loss: 2.8346 2020-07-02 13:47:09,814 - mmaction - INFO - Epoch [164][940/940] lr: 1.167e-01, eta: 10:49:45, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.3864, top5_acc: 0.6039, loss_cls: 2.8112, loss: 2.8112 2020-07-02 13:47:10,189 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-07-02 13:47:24,821 - mmaction - INFO - Epoch [165][20/940] lr: 1.145e-01, eta: 10:49:38, time: 0.656, data_time: 0.190, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7583, loss: 2.7583 2020-07-02 13:47:33,580 - mmaction - INFO - Epoch [165][40/940] lr: 1.145e-01, eta: 10:49:29, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6477, loss: 2.6477 2020-07-02 13:47:42,380 - mmaction - INFO - Epoch [165][60/940] lr: 1.145e-01, eta: 10:49:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6969, loss_cls: 2.4790, loss: 2.4790 2020-07-02 13:47:51,549 - mmaction - INFO - Epoch [165][80/940] lr: 1.145e-01, eta: 10:49:11, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.4900, loss: 2.4900 2020-07-02 13:48:00,353 - mmaction - INFO - Epoch [165][100/940] lr: 1.145e-01, eta: 10:49:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.6914, loss: 2.6914 2020-07-02 13:48:09,162 - mmaction - INFO - Epoch [165][120/940] lr: 1.145e-01, eta: 10:48:53, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.6149, loss: 2.6149 2020-07-02 13:48:17,866 - mmaction - INFO - Epoch [165][140/940] lr: 1.145e-01, eta: 10:48:44, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3702, loss: 2.3702 2020-07-02 13:48:27,192 - mmaction - INFO - Epoch [165][160/940] lr: 1.145e-01, eta: 10:48:35, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5468, loss: 2.5468 2020-07-02 13:48:36,027 - mmaction - INFO - Epoch [165][180/940] lr: 1.145e-01, eta: 10:48:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2724, loss: 2.2724 2020-07-02 13:48:45,404 - mmaction - INFO - Epoch [165][200/940] lr: 1.145e-01, eta: 10:48:17, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6438, loss_cls: 2.6076, loss: 2.6076 2020-07-02 13:48:54,196 - mmaction - INFO - Epoch [165][220/940] lr: 1.145e-01, eta: 10:48:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6620, loss: 2.6620 2020-07-02 13:49:03,524 - mmaction - INFO - Epoch [165][240/940] lr: 1.145e-01, eta: 10:47:59, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4752, loss: 2.4752 2020-07-02 13:49:12,302 - mmaction - INFO - Epoch [165][260/940] lr: 1.145e-01, eta: 10:47:50, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5835, loss: 2.5835 2020-07-02 13:49:21,093 - mmaction - INFO - Epoch [165][280/940] lr: 1.145e-01, eta: 10:47:41, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6438, loss_cls: 2.6358, loss: 2.6358 2020-07-02 13:49:29,844 - mmaction - INFO - Epoch [165][300/940] lr: 1.145e-01, eta: 10:47:32, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8056, loss: 2.8056 2020-07-02 13:49:38,653 - mmaction - INFO - Epoch [165][320/940] lr: 1.145e-01, eta: 10:47:22, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7977, loss: 2.7977 2020-07-02 13:49:48,028 - mmaction - INFO - Epoch [165][340/940] lr: 1.145e-01, eta: 10:47:14, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5369, loss: 2.5369 2020-07-02 13:49:56,843 - mmaction - INFO - Epoch [165][360/940] lr: 1.145e-01, eta: 10:47:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4691, loss: 2.4691 2020-07-02 13:50:05,638 - mmaction - INFO - Epoch [165][380/940] lr: 1.145e-01, eta: 10:46:55, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6344, loss_cls: 2.6026, loss: 2.6026 2020-07-02 13:50:14,410 - mmaction - INFO - Epoch [165][400/940] lr: 1.145e-01, eta: 10:46:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5384, loss: 2.5384 2020-07-02 13:50:23,276 - mmaction - INFO - Epoch [165][420/940] lr: 1.145e-01, eta: 10:46:37, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5593, loss: 2.5593 2020-07-02 13:50:32,023 - mmaction - INFO - Epoch [165][440/940] lr: 1.145e-01, eta: 10:46:28, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.6250, loss: 2.6250 2020-07-02 13:50:40,892 - mmaction - INFO - Epoch [165][460/940] lr: 1.145e-01, eta: 10:46:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.6056, loss: 2.6056 2020-07-02 13:50:49,687 - mmaction - INFO - Epoch [165][480/940] lr: 1.145e-01, eta: 10:46:10, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6041, loss: 2.6041 2020-07-02 13:50:58,478 - mmaction - INFO - Epoch [165][500/940] lr: 1.145e-01, eta: 10:46:01, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.6356, loss: 2.6356 2020-07-02 13:51:07,418 - mmaction - INFO - Epoch [165][520/940] lr: 1.145e-01, eta: 10:45:51, time: 0.447, data_time: 0.013, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.6289, loss: 2.6289 2020-07-02 13:51:16,130 - mmaction - INFO - Epoch [165][540/940] lr: 1.145e-01, eta: 10:45:42, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5244, loss: 2.5244 2020-07-02 13:51:25,435 - mmaction - INFO - Epoch [165][560/940] lr: 1.145e-01, eta: 10:45:33, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.4825, loss: 2.4825 2020-07-02 13:51:34,165 - mmaction - INFO - Epoch [165][580/940] lr: 1.145e-01, eta: 10:45:24, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4611, loss: 2.4611 2020-07-02 13:51:43,042 - mmaction - INFO - Epoch [165][600/940] lr: 1.145e-01, eta: 10:45:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6031, loss_cls: 2.8219, loss: 2.8219 2020-07-02 13:51:51,755 - mmaction - INFO - Epoch [165][620/940] lr: 1.145e-01, eta: 10:45:06, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.6622, loss: 2.6622 2020-07-02 13:52:00,547 - mmaction - INFO - Epoch [165][640/940] lr: 1.145e-01, eta: 10:44:57, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.5843, loss: 2.5843 2020-07-02 13:52:09,276 - mmaction - INFO - Epoch [165][660/940] lr: 1.145e-01, eta: 10:44:48, time: 0.439, data_time: 0.004, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3294, loss: 2.3294 2020-07-02 13:52:18,617 - mmaction - INFO - Epoch [165][680/940] lr: 1.145e-01, eta: 10:44:39, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6469, loss_cls: 2.7549, loss: 2.7549 2020-07-02 13:52:27,383 - mmaction - INFO - Epoch [165][700/940] lr: 1.145e-01, eta: 10:44:30, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.7431, loss: 2.7431 2020-07-02 13:52:36,206 - mmaction - INFO - Epoch [165][720/940] lr: 1.145e-01, eta: 10:44:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.6228, loss: 2.6228 2020-07-02 13:52:45,381 - mmaction - INFO - Epoch [165][740/940] lr: 1.145e-01, eta: 10:44:12, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6125, loss_cls: 2.7667, loss: 2.7667 2020-07-02 13:52:54,169 - mmaction - INFO - Epoch [165][760/940] lr: 1.145e-01, eta: 10:44:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3725, loss: 2.3725 2020-07-02 13:53:02,928 - mmaction - INFO - Epoch [165][780/940] lr: 1.145e-01, eta: 10:43:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.6867, loss: 2.6867 2020-07-02 13:53:12,084 - mmaction - INFO - Epoch [165][800/940] lr: 1.145e-01, eta: 10:43:44, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6431, loss: 2.6431 2020-07-02 13:53:20,778 - mmaction - INFO - Epoch [165][820/940] lr: 1.145e-01, eta: 10:43:35, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6715, loss: 2.6715 2020-07-02 13:53:30,056 - mmaction - INFO - Epoch [165][840/940] lr: 1.145e-01, eta: 10:43:26, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4288, loss: 2.4288 2020-07-02 13:53:39,317 - mmaction - INFO - Epoch [165][860/940] lr: 1.145e-01, eta: 10:43:17, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.5972, loss: 2.5972 2020-07-02 13:53:48,013 - mmaction - INFO - Epoch [165][880/940] lr: 1.145e-01, eta: 10:43:08, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5454, loss: 2.5454 2020-07-02 13:53:57,277 - mmaction - INFO - Epoch [165][900/940] lr: 1.145e-01, eta: 10:42:59, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6643, loss: 2.6643 2020-07-02 13:54:06,086 - mmaction - INFO - Epoch [165][920/940] lr: 1.145e-01, eta: 10:42:50, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6240, loss: 2.6240 2020-07-02 13:54:14,549 - mmaction - INFO - Epoch [165][940/940] lr: 1.145e-01, eta: 10:42:41, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.4123, top5_acc: 0.6656, loss_cls: 2.5664, loss: 2.5664 2020-07-02 13:54:32,061 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 13:54:32,940 - mmaction - INFO - top1_acc 0.4680 top5_acc 0.7288 2020-07-02 13:54:32,940 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 13:54:32,998 - mmaction - INFO - mean_acc 0.4679 2020-07-02 13:54:33,007 - mmaction - INFO - Epoch [165][940/940] lr: 1.145e-01, top1_acc: 0.4680, top5_acc: 0.7288, mean_class_accuracy: 0.4679 2020-07-02 13:54:46,817 - mmaction - INFO - Epoch [166][20/940] lr: 1.123e-01, eta: 10:42:35, time: 0.689, data_time: 0.244, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.4086, loss: 2.4086 2020-07-02 13:54:56,069 - mmaction - INFO - Epoch [166][40/940] lr: 1.123e-01, eta: 10:42:26, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6594, loss_cls: 2.5281, loss: 2.5281 2020-07-02 13:55:04,839 - mmaction - INFO - Epoch [166][60/940] lr: 1.123e-01, eta: 10:42:17, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5165, loss: 2.5165 2020-07-02 13:55:13,630 - mmaction - INFO - Epoch [166][80/940] lr: 1.123e-01, eta: 10:42:07, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6562, loss_cls: 2.5452, loss: 2.5452 2020-07-02 13:55:22,406 - mmaction - INFO - Epoch [166][100/940] lr: 1.123e-01, eta: 10:41:58, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.7065, loss: 2.7065 2020-07-02 13:55:31,322 - mmaction - INFO - Epoch [166][120/940] lr: 1.123e-01, eta: 10:41:49, time: 0.446, data_time: 0.010, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.8425, loss: 2.8425 2020-07-02 13:55:40,175 - mmaction - INFO - Epoch [166][140/940] lr: 1.123e-01, eta: 10:41:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6219, loss_cls: 2.7798, loss: 2.7798 2020-07-02 13:55:49,221 - mmaction - INFO - Epoch [166][160/940] lr: 1.123e-01, eta: 10:41:31, time: 0.452, data_time: 0.016, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6937, loss_cls: 2.6335, loss: 2.6335 2020-07-02 13:55:58,462 - mmaction - INFO - Epoch [166][180/940] lr: 1.123e-01, eta: 10:41:22, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8366, loss: 2.8366 2020-07-02 13:56:07,254 - mmaction - INFO - Epoch [166][200/940] lr: 1.123e-01, eta: 10:41:13, time: 0.440, data_time: 0.005, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4344, loss: 2.4344 2020-07-02 13:56:16,090 - mmaction - INFO - Epoch [166][220/940] lr: 1.123e-01, eta: 10:41:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5424, loss: 2.5424 2020-07-02 13:56:25,285 - mmaction - INFO - Epoch [166][240/940] lr: 1.123e-01, eta: 10:40:55, time: 0.460, data_time: 0.020, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4880, loss: 2.4880 2020-07-02 13:56:34,168 - mmaction - INFO - Epoch [166][260/940] lr: 1.123e-01, eta: 10:40:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.5757, loss: 2.5757 2020-07-02 13:56:43,656 - mmaction - INFO - Epoch [166][280/940] lr: 1.123e-01, eta: 10:40:37, time: 0.475, data_time: 0.017, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5607, loss: 2.5607 2020-07-02 13:56:52,452 - mmaction - INFO - Epoch [166][300/940] lr: 1.123e-01, eta: 10:40:28, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6736, loss: 2.6736 2020-07-02 13:57:01,389 - mmaction - INFO - Epoch [166][320/940] lr: 1.123e-01, eta: 10:40:19, time: 0.447, data_time: 0.004, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.6932, loss: 2.6932 2020-07-02 13:57:10,147 - mmaction - INFO - Epoch [166][340/940] lr: 1.123e-01, eta: 10:40:10, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6562, loss_cls: 2.5157, loss: 2.5157 2020-07-02 13:57:19,211 - mmaction - INFO - Epoch [166][360/940] lr: 1.123e-01, eta: 10:40:01, time: 0.453, data_time: 0.016, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6937, loss_cls: 2.6091, loss: 2.6091 2020-07-02 13:57:27,971 - mmaction - INFO - Epoch [166][380/940] lr: 1.123e-01, eta: 10:39:52, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.5779, loss: 2.5779 2020-07-02 13:57:37,136 - mmaction - INFO - Epoch [166][400/940] lr: 1.123e-01, eta: 10:39:43, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4775, loss: 2.4775 2020-07-02 13:57:45,944 - mmaction - INFO - Epoch [166][420/940] lr: 1.123e-01, eta: 10:39:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.6804, loss: 2.6804 2020-07-02 13:57:55,116 - mmaction - INFO - Epoch [166][440/940] lr: 1.123e-01, eta: 10:39:25, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6491, loss: 2.6491 2020-07-02 13:58:03,832 - mmaction - INFO - Epoch [166][460/940] lr: 1.123e-01, eta: 10:39:15, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5108, loss: 2.5108 2020-07-02 13:58:12,722 - mmaction - INFO - Epoch [166][480/940] lr: 1.123e-01, eta: 10:39:06, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.5916, loss: 2.5916 2020-07-02 13:58:21,528 - mmaction - INFO - Epoch [166][500/940] lr: 1.123e-01, eta: 10:38:57, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.5014, loss: 2.5014 2020-07-02 13:58:30,307 - mmaction - INFO - Epoch [166][520/940] lr: 1.123e-01, eta: 10:38:48, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.5770, loss: 2.5770 2020-07-02 13:58:39,075 - mmaction - INFO - Epoch [166][540/940] lr: 1.123e-01, eta: 10:38:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.6227, loss: 2.6227 2020-07-02 13:58:47,823 - mmaction - INFO - Epoch [166][560/940] lr: 1.123e-01, eta: 10:38:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.6026, loss: 2.6026 2020-07-02 13:58:56,608 - mmaction - INFO - Epoch [166][580/940] lr: 1.123e-01, eta: 10:38:21, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6527, loss: 2.6527 2020-07-02 13:59:05,388 - mmaction - INFO - Epoch [166][600/940] lr: 1.123e-01, eta: 10:38:11, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.6776, loss: 2.6776 2020-07-02 13:59:14,743 - mmaction - INFO - Epoch [166][620/940] lr: 1.123e-01, eta: 10:38:03, time: 0.467, data_time: 0.000, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6702, loss: 2.6702 2020-07-02 13:59:23,544 - mmaction - INFO - Epoch [166][640/940] lr: 1.123e-01, eta: 10:37:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.7089, loss: 2.7089 2020-07-02 13:59:32,553 - mmaction - INFO - Epoch [166][660/940] lr: 1.123e-01, eta: 10:37:44, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.6844, loss_cls: 2.3657, loss: 2.3657 2020-07-02 13:59:41,755 - mmaction - INFO - Epoch [166][680/940] lr: 1.123e-01, eta: 10:37:36, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.5737, loss: 2.5737 2020-07-02 13:59:50,496 - mmaction - INFO - Epoch [166][700/940] lr: 1.123e-01, eta: 10:37:26, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.6352, loss: 2.6352 2020-07-02 13:59:59,350 - mmaction - INFO - Epoch [166][720/940] lr: 1.123e-01, eta: 10:37:17, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7281, loss: 2.7281 2020-07-02 14:00:13,678 - mmaction - INFO - Epoch [166][740/940] lr: 1.123e-01, eta: 10:37:11, time: 0.708, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6564, loss: 2.6564 2020-07-02 14:00:23,532 - mmaction - INFO - Epoch [166][760/940] lr: 1.123e-01, eta: 10:37:03, time: 0.500, data_time: 0.017, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.6333, loss: 2.6333 2020-07-02 14:00:32,308 - mmaction - INFO - Epoch [166][780/940] lr: 1.123e-01, eta: 10:36:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6561, loss: 2.6561 2020-07-02 14:00:41,276 - mmaction - INFO - Epoch [166][800/940] lr: 1.123e-01, eta: 10:36:44, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7017, loss: 2.7017 2020-07-02 14:00:50,468 - mmaction - INFO - Epoch [166][820/940] lr: 1.123e-01, eta: 10:36:36, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.5458, loss: 2.5458 2020-07-02 14:00:59,202 - mmaction - INFO - Epoch [166][840/940] lr: 1.123e-01, eta: 10:36:26, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4431, loss: 2.4431 2020-07-02 14:01:08,626 - mmaction - INFO - Epoch [166][860/940] lr: 1.123e-01, eta: 10:36:17, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6094, loss_cls: 2.7838, loss: 2.7838 2020-07-02 14:01:17,392 - mmaction - INFO - Epoch [166][880/940] lr: 1.123e-01, eta: 10:36:08, time: 0.452, data_time: 0.015, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6281, loss_cls: 2.6537, loss: 2.6537 2020-07-02 14:01:26,144 - mmaction - INFO - Epoch [166][900/940] lr: 1.123e-01, eta: 10:35:59, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6146, loss: 2.6146 2020-07-02 14:01:35,562 - mmaction - INFO - Epoch [166][920/940] lr: 1.123e-01, eta: 10:35:50, time: 0.470, data_time: 0.003, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.4803, loss: 2.4803 2020-07-02 14:01:43,932 - mmaction - INFO - Epoch [166][940/940] lr: 1.123e-01, eta: 10:35:41, time: 0.420, data_time: 0.002, memory: 6328, top1_acc: 0.4708, top5_acc: 0.6948, loss_cls: 2.4036, loss: 2.4036 2020-07-02 14:02:02,402 - mmaction - INFO - Epoch [167][20/940] lr: 1.101e-01, eta: 10:35:37, time: 0.904, data_time: 0.422, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6651, loss: 2.6651 2020-07-02 14:02:11,150 - mmaction - INFO - Epoch [167][40/940] lr: 1.101e-01, eta: 10:35:28, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.6027, loss: 2.6027 2020-07-02 14:02:19,906 - mmaction - INFO - Epoch [167][60/940] lr: 1.101e-01, eta: 10:35:19, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6178, loss: 2.6178 2020-07-02 14:02:28,695 - mmaction - INFO - Epoch [167][80/940] lr: 1.101e-01, eta: 10:35:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.6792, loss: 2.6792 2020-07-02 14:02:37,447 - mmaction - INFO - Epoch [167][100/940] lr: 1.101e-01, eta: 10:35:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.3952, loss: 2.3952 2020-07-02 14:02:46,829 - mmaction - INFO - Epoch [167][120/940] lr: 1.101e-01, eta: 10:34:52, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6438, loss_cls: 2.6389, loss: 2.6389 2020-07-02 14:02:55,694 - mmaction - INFO - Epoch [167][140/940] lr: 1.101e-01, eta: 10:34:42, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5123, loss: 2.5123 2020-07-02 14:03:04,644 - mmaction - INFO - Epoch [167][160/940] lr: 1.101e-01, eta: 10:34:33, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.5397, loss: 2.5397 2020-07-02 14:03:13,396 - mmaction - INFO - Epoch [167][180/940] lr: 1.101e-01, eta: 10:34:24, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6595, loss: 2.6595 2020-07-02 14:03:22,083 - mmaction - INFO - Epoch [167][200/940] lr: 1.101e-01, eta: 10:34:15, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.4213, loss: 2.4213 2020-07-02 14:03:30,845 - mmaction - INFO - Epoch [167][220/940] lr: 1.101e-01, eta: 10:34:06, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5450, loss: 2.5450 2020-07-02 14:03:39,564 - mmaction - INFO - Epoch [167][240/940] lr: 1.101e-01, eta: 10:33:57, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.2551, loss: 2.2551 2020-07-02 14:03:48,779 - mmaction - INFO - Epoch [167][260/940] lr: 1.101e-01, eta: 10:33:48, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3247, loss: 2.3247 2020-07-02 14:03:58,003 - mmaction - INFO - Epoch [167][280/940] lr: 1.101e-01, eta: 10:33:39, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.4958, loss: 2.4958 2020-07-02 14:04:06,837 - mmaction - INFO - Epoch [167][300/940] lr: 1.101e-01, eta: 10:33:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.6741, loss: 2.6741 2020-07-02 14:04:15,664 - mmaction - INFO - Epoch [167][320/940] lr: 1.101e-01, eta: 10:33:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.5567, loss: 2.5567 2020-07-02 14:04:24,414 - mmaction - INFO - Epoch [167][340/940] lr: 1.101e-01, eta: 10:33:11, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.4248, loss: 2.4248 2020-07-02 14:04:33,137 - mmaction - INFO - Epoch [167][360/940] lr: 1.101e-01, eta: 10:33:02, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6438, loss_cls: 2.6134, loss: 2.6134 2020-07-02 14:04:42,019 - mmaction - INFO - Epoch [167][380/940] lr: 1.101e-01, eta: 10:32:53, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.3891, loss: 2.3891 2020-07-02 14:04:50,749 - mmaction - INFO - Epoch [167][400/940] lr: 1.101e-01, eta: 10:32:44, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6594, loss_cls: 2.5193, loss: 2.5193 2020-07-02 14:04:59,712 - mmaction - INFO - Epoch [167][420/940] lr: 1.101e-01, eta: 10:32:35, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.3970, loss: 2.3970 2020-07-02 14:05:08,503 - mmaction - INFO - Epoch [167][440/940] lr: 1.101e-01, eta: 10:32:26, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5225, loss: 2.5225 2020-07-02 14:05:17,259 - mmaction - INFO - Epoch [167][460/940] lr: 1.101e-01, eta: 10:32:17, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4519, loss: 2.4519 2020-07-02 14:05:26,035 - mmaction - INFO - Epoch [167][480/940] lr: 1.101e-01, eta: 10:32:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6906, loss_cls: 2.5790, loss: 2.5790 2020-07-02 14:05:34,787 - mmaction - INFO - Epoch [167][500/940] lr: 1.101e-01, eta: 10:31:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.8130, loss: 2.8130 2020-07-02 14:05:43,550 - mmaction - INFO - Epoch [167][520/940] lr: 1.101e-01, eta: 10:31:49, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6564, loss: 2.6564 2020-07-02 14:05:52,480 - mmaction - INFO - Epoch [167][540/940] lr: 1.101e-01, eta: 10:31:40, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.7281, loss_cls: 2.3749, loss: 2.3749 2020-07-02 14:06:01,227 - mmaction - INFO - Epoch [167][560/940] lr: 1.101e-01, eta: 10:31:31, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7652, loss: 2.7652 2020-07-02 14:06:10,072 - mmaction - INFO - Epoch [167][580/940] lr: 1.101e-01, eta: 10:31:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8209, loss: 2.8209 2020-07-02 14:06:18,855 - mmaction - INFO - Epoch [167][600/940] lr: 1.101e-01, eta: 10:31:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7544, loss: 2.7544 2020-07-02 14:06:27,639 - mmaction - INFO - Epoch [167][620/940] lr: 1.101e-01, eta: 10:31:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4648, loss: 2.4648 2020-07-02 14:06:36,399 - mmaction - INFO - Epoch [167][640/940] lr: 1.101e-01, eta: 10:30:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4519, loss: 2.4519 2020-07-02 14:06:45,083 - mmaction - INFO - Epoch [167][660/940] lr: 1.101e-01, eta: 10:30:45, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6175, loss: 2.6175 2020-07-02 14:06:53,995 - mmaction - INFO - Epoch [167][680/940] lr: 1.101e-01, eta: 10:30:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.6637, loss: 2.6637 2020-07-02 14:07:02,677 - mmaction - INFO - Epoch [167][700/940] lr: 1.101e-01, eta: 10:30:27, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4817, loss: 2.4817 2020-07-02 14:07:11,546 - mmaction - INFO - Epoch [167][720/940] lr: 1.101e-01, eta: 10:30:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.6167, loss: 2.6167 2020-07-02 14:07:20,329 - mmaction - INFO - Epoch [167][740/940] lr: 1.101e-01, eta: 10:30:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6594, loss_cls: 2.5575, loss: 2.5575 2020-07-02 14:07:29,063 - mmaction - INFO - Epoch [167][760/940] lr: 1.101e-01, eta: 10:30:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8311, loss: 2.8311 2020-07-02 14:07:37,842 - mmaction - INFO - Epoch [167][780/940] lr: 1.101e-01, eta: 10:29:50, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6250, loss_cls: 2.6501, loss: 2.6501 2020-07-02 14:07:46,617 - mmaction - INFO - Epoch [167][800/940] lr: 1.101e-01, eta: 10:29:41, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5303, loss: 2.5303 2020-07-02 14:07:55,359 - mmaction - INFO - Epoch [167][820/940] lr: 1.101e-01, eta: 10:29:32, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6687, loss_cls: 2.6848, loss: 2.6848 2020-07-02 14:08:04,123 - mmaction - INFO - Epoch [167][840/940] lr: 1.101e-01, eta: 10:29:23, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5688, loss: 2.5688 2020-07-02 14:08:12,939 - mmaction - INFO - Epoch [167][860/940] lr: 1.101e-01, eta: 10:29:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6237, loss: 2.6237 2020-07-02 14:08:22,199 - mmaction - INFO - Epoch [167][880/940] lr: 1.101e-01, eta: 10:29:05, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5826, loss: 2.5826 2020-07-02 14:08:31,181 - mmaction - INFO - Epoch [167][900/940] lr: 1.101e-01, eta: 10:28:56, time: 0.449, data_time: 0.011, memory: 6328, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.6307, loss: 2.6307 2020-07-02 14:08:40,341 - mmaction - INFO - Epoch [167][920/940] lr: 1.101e-01, eta: 10:28:47, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.7616, loss: 2.7616 2020-07-02 14:08:48,787 - mmaction - INFO - Epoch [167][940/940] lr: 1.101e-01, eta: 10:28:38, time: 0.422, data_time: 0.007, memory: 6328, top1_acc: 0.3864, top5_acc: 0.6331, loss_cls: 2.7198, loss: 2.7198 2020-07-02 14:09:03,447 - mmaction - INFO - Epoch [168][20/940] lr: 1.079e-01, eta: 10:28:31, time: 0.715, data_time: 0.263, memory: 6328, top1_acc: 0.4313, top5_acc: 0.5906, loss_cls: 2.7029, loss: 2.7029 2020-07-02 14:09:12,206 - mmaction - INFO - Epoch [168][40/940] lr: 1.079e-01, eta: 10:28:22, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5421, loss: 2.5421 2020-07-02 14:09:21,391 - mmaction - INFO - Epoch [168][60/940] lr: 1.079e-01, eta: 10:28:13, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4379, loss: 2.4379 2020-07-02 14:09:30,190 - mmaction - INFO - Epoch [168][80/940] lr: 1.079e-01, eta: 10:28:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5999, loss: 2.5999 2020-07-02 14:09:38,955 - mmaction - INFO - Epoch [168][100/940] lr: 1.079e-01, eta: 10:27:55, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6317, loss: 2.6317 2020-07-02 14:09:48,257 - mmaction - INFO - Epoch [168][120/940] lr: 1.079e-01, eta: 10:27:46, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.7088, loss: 2.7088 2020-07-02 14:09:56,986 - mmaction - INFO - Epoch [168][140/940] lr: 1.079e-01, eta: 10:27:37, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6469, loss_cls: 2.5370, loss: 2.5370 2020-07-02 14:10:06,342 - mmaction - INFO - Epoch [168][160/940] lr: 1.079e-01, eta: 10:27:28, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6203, loss: 2.6203 2020-07-02 14:10:15,601 - mmaction - INFO - Epoch [168][180/940] lr: 1.079e-01, eta: 10:27:19, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.5843, loss: 2.5843 2020-07-02 14:10:24,419 - mmaction - INFO - Epoch [168][200/940] lr: 1.079e-01, eta: 10:27:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5268, loss: 2.5268 2020-07-02 14:10:33,306 - mmaction - INFO - Epoch [168][220/940] lr: 1.079e-01, eta: 10:27:01, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6969, loss_cls: 2.5840, loss: 2.5840 2020-07-02 14:10:42,057 - mmaction - INFO - Epoch [168][240/940] lr: 1.079e-01, eta: 10:26:52, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7106, loss: 2.7106 2020-07-02 14:10:50,899 - mmaction - INFO - Epoch [168][260/940] lr: 1.079e-01, eta: 10:26:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5111, loss: 2.5111 2020-07-02 14:10:59,650 - mmaction - INFO - Epoch [168][280/940] lr: 1.079e-01, eta: 10:26:34, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8268, loss: 2.8268 2020-07-02 14:11:08,399 - mmaction - INFO - Epoch [168][300/940] lr: 1.079e-01, eta: 10:26:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.4399, loss: 2.4399 2020-07-02 14:11:17,114 - mmaction - INFO - Epoch [168][320/940] lr: 1.079e-01, eta: 10:26:15, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6126, loss: 2.6126 2020-07-02 14:11:26,498 - mmaction - INFO - Epoch [168][340/940] lr: 1.079e-01, eta: 10:26:06, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.6138, loss: 2.6138 2020-07-02 14:11:35,191 - mmaction - INFO - Epoch [168][360/940] lr: 1.079e-01, eta: 10:25:57, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.6897, loss: 2.6897 2020-07-02 14:11:44,880 - mmaction - INFO - Epoch [168][380/940] lr: 1.079e-01, eta: 10:25:49, time: 0.485, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.5557, loss: 2.5557 2020-07-02 14:11:53,700 - mmaction - INFO - Epoch [168][400/940] lr: 1.079e-01, eta: 10:25:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4981, loss: 2.4981 2020-07-02 14:12:02,496 - mmaction - INFO - Epoch [168][420/940] lr: 1.079e-01, eta: 10:25:30, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.6836, loss: 2.6836 2020-07-02 14:12:11,230 - mmaction - INFO - Epoch [168][440/940] lr: 1.079e-01, eta: 10:25:21, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3561, loss: 2.3561 2020-07-02 14:12:20,159 - mmaction - INFO - Epoch [168][460/940] lr: 1.079e-01, eta: 10:25:12, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.3656, loss: 2.3656 2020-07-02 14:12:28,972 - mmaction - INFO - Epoch [168][480/940] lr: 1.079e-01, eta: 10:25:03, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5473, loss: 2.5473 2020-07-02 14:12:38,219 - mmaction - INFO - Epoch [168][500/940] lr: 1.079e-01, eta: 10:24:54, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.7202, loss: 2.7202 2020-07-02 14:12:47,018 - mmaction - INFO - Epoch [168][520/940] lr: 1.079e-01, eta: 10:24:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.4061, loss: 2.4061 2020-07-02 14:12:55,714 - mmaction - INFO - Epoch [168][540/940] lr: 1.079e-01, eta: 10:24:36, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.5868, loss: 2.5868 2020-07-02 14:13:04,475 - mmaction - INFO - Epoch [168][560/940] lr: 1.079e-01, eta: 10:24:27, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.6505, loss: 2.6505 2020-07-02 14:13:13,310 - mmaction - INFO - Epoch [168][580/940] lr: 1.079e-01, eta: 10:24:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6687, loss_cls: 2.4656, loss: 2.4656 2020-07-02 14:13:22,122 - mmaction - INFO - Epoch [168][600/940] lr: 1.079e-01, eta: 10:24:08, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.6095, loss: 2.6095 2020-07-02 14:13:30,954 - mmaction - INFO - Epoch [168][620/940] lr: 1.079e-01, eta: 10:23:59, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.6255, loss: 2.6255 2020-07-02 14:13:39,795 - mmaction - INFO - Epoch [168][640/940] lr: 1.079e-01, eta: 10:23:50, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.6742, loss: 2.6742 2020-07-02 14:13:48,567 - mmaction - INFO - Epoch [168][660/940] lr: 1.079e-01, eta: 10:23:41, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6500, loss_cls: 2.5600, loss: 2.5600 2020-07-02 14:13:57,230 - mmaction - INFO - Epoch [168][680/940] lr: 1.079e-01, eta: 10:23:32, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7465, loss: 2.7465 2020-07-02 14:14:06,476 - mmaction - INFO - Epoch [168][700/940] lr: 1.079e-01, eta: 10:23:23, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.4758, loss: 2.4758 2020-07-02 14:14:15,224 - mmaction - INFO - Epoch [168][720/940] lr: 1.079e-01, eta: 10:23:14, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.5161, loss: 2.5161 2020-07-02 14:14:23,899 - mmaction - INFO - Epoch [168][740/940] lr: 1.079e-01, eta: 10:23:05, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4670, loss: 2.4670 2020-07-02 14:14:33,134 - mmaction - INFO - Epoch [168][760/940] lr: 1.079e-01, eta: 10:22:56, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.7597, loss: 2.7597 2020-07-02 14:14:41,935 - mmaction - INFO - Epoch [168][780/940] lr: 1.079e-01, eta: 10:22:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.4854, loss: 2.4854 2020-07-02 14:14:51,352 - mmaction - INFO - Epoch [168][800/940] lr: 1.079e-01, eta: 10:22:38, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7747, loss: 2.7747 2020-07-02 14:15:00,123 - mmaction - INFO - Epoch [168][820/940] lr: 1.079e-01, eta: 10:22:29, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.6315, loss: 2.6315 2020-07-02 14:15:08,821 - mmaction - INFO - Epoch [168][840/940] lr: 1.079e-01, eta: 10:22:19, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6156, loss_cls: 2.8563, loss: 2.8563 2020-07-02 14:15:17,527 - mmaction - INFO - Epoch [168][860/940] lr: 1.079e-01, eta: 10:22:10, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6332, loss: 2.6332 2020-07-02 14:15:26,307 - mmaction - INFO - Epoch [168][880/940] lr: 1.079e-01, eta: 10:22:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.6074, loss: 2.6074 2020-07-02 14:15:35,265 - mmaction - INFO - Epoch [168][900/940] lr: 1.079e-01, eta: 10:21:52, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.5038, loss: 2.5038 2020-07-02 14:15:43,992 - mmaction - INFO - Epoch [168][920/940] lr: 1.079e-01, eta: 10:21:43, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.4726, loss: 2.4726 2020-07-02 14:15:52,404 - mmaction - INFO - Epoch [168][940/940] lr: 1.079e-01, eta: 10:21:34, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.4416, top5_acc: 0.6753, loss_cls: 2.5210, loss: 2.5210 2020-07-02 14:15:52,736 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-07-02 14:16:07,772 - mmaction - INFO - Epoch [169][20/940] lr: 1.057e-01, eta: 10:21:27, time: 0.682, data_time: 0.238, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.5087, loss: 2.5087 2020-07-02 14:16:16,524 - mmaction - INFO - Epoch [169][40/940] lr: 1.057e-01, eta: 10:21:18, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5069, loss: 2.5069 2020-07-02 14:16:25,369 - mmaction - INFO - Epoch [169][60/940] lr: 1.057e-01, eta: 10:21:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4897, loss: 2.4897 2020-07-02 14:16:34,143 - mmaction - INFO - Epoch [169][80/940] lr: 1.057e-01, eta: 10:21:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.4952, loss: 2.4952 2020-07-02 14:16:43,169 - mmaction - INFO - Epoch [169][100/940] lr: 1.057e-01, eta: 10:20:51, time: 0.452, data_time: 0.017, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.4679, loss: 2.4679 2020-07-02 14:16:51,951 - mmaction - INFO - Epoch [169][120/940] lr: 1.057e-01, eta: 10:20:41, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.6793, loss: 2.6793 2020-07-02 14:17:00,752 - mmaction - INFO - Epoch [169][140/940] lr: 1.057e-01, eta: 10:20:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.5958, loss: 2.5958 2020-07-02 14:17:09,632 - mmaction - INFO - Epoch [169][160/940] lr: 1.057e-01, eta: 10:20:23, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3951, loss: 2.3951 2020-07-02 14:17:18,347 - mmaction - INFO - Epoch [169][180/940] lr: 1.057e-01, eta: 10:20:14, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.6775, loss: 2.6775 2020-07-02 14:17:27,192 - mmaction - INFO - Epoch [169][200/940] lr: 1.057e-01, eta: 10:20:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5397, loss: 2.5397 2020-07-02 14:17:35,939 - mmaction - INFO - Epoch [169][220/940] lr: 1.057e-01, eta: 10:19:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.4731, loss: 2.4731 2020-07-02 14:17:44,724 - mmaction - INFO - Epoch [169][240/940] lr: 1.057e-01, eta: 10:19:47, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5601, loss: 2.5601 2020-07-02 14:17:53,544 - mmaction - INFO - Epoch [169][260/940] lr: 1.057e-01, eta: 10:19:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4392, loss: 2.4392 2020-07-02 14:18:02,371 - mmaction - INFO - Epoch [169][280/940] lr: 1.057e-01, eta: 10:19:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5548, loss: 2.5548 2020-07-02 14:18:11,206 - mmaction - INFO - Epoch [169][300/940] lr: 1.057e-01, eta: 10:19:19, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5403, loss: 2.5403 2020-07-02 14:18:19,924 - mmaction - INFO - Epoch [169][320/940] lr: 1.057e-01, eta: 10:19:10, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.5817, loss: 2.5817 2020-07-02 14:18:28,680 - mmaction - INFO - Epoch [169][340/940] lr: 1.057e-01, eta: 10:19:01, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.5044, loss: 2.5044 2020-07-02 14:18:37,495 - mmaction - INFO - Epoch [169][360/940] lr: 1.057e-01, eta: 10:18:52, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6562, loss_cls: 2.6205, loss: 2.6205 2020-07-02 14:18:46,261 - mmaction - INFO - Epoch [169][380/940] lr: 1.057e-01, eta: 10:18:43, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6662, loss: 2.6662 2020-07-02 14:18:55,362 - mmaction - INFO - Epoch [169][400/940] lr: 1.057e-01, eta: 10:18:34, time: 0.455, data_time: 0.012, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.5920, loss: 2.5920 2020-07-02 14:19:04,160 - mmaction - INFO - Epoch [169][420/940] lr: 1.057e-01, eta: 10:18:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5104, loss: 2.5104 2020-07-02 14:19:13,324 - mmaction - INFO - Epoch [169][440/940] lr: 1.057e-01, eta: 10:18:16, time: 0.459, data_time: 0.019, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6562, loss_cls: 2.7251, loss: 2.7251 2020-07-02 14:19:22,038 - mmaction - INFO - Epoch [169][460/940] lr: 1.057e-01, eta: 10:18:06, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5895, loss: 2.5895 2020-07-02 14:19:30,920 - mmaction - INFO - Epoch [169][480/940] lr: 1.057e-01, eta: 10:17:57, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.6301, loss: 2.6301 2020-07-02 14:19:40,133 - mmaction - INFO - Epoch [169][500/940] lr: 1.057e-01, eta: 10:17:48, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6472, loss: 2.6472 2020-07-02 14:19:49,669 - mmaction - INFO - Epoch [169][520/940] lr: 1.057e-01, eta: 10:17:40, time: 0.476, data_time: 0.016, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.4996, loss: 2.4996 2020-07-02 14:19:58,502 - mmaction - INFO - Epoch [169][540/940] lr: 1.057e-01, eta: 10:17:31, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.5724, loss: 2.5724 2020-07-02 14:20:07,202 - mmaction - INFO - Epoch [169][560/940] lr: 1.057e-01, eta: 10:17:21, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2510, loss: 2.2510 2020-07-02 14:20:15,877 - mmaction - INFO - Epoch [169][580/940] lr: 1.057e-01, eta: 10:17:12, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6281, loss_cls: 2.6805, loss: 2.6805 2020-07-02 14:20:24,644 - mmaction - INFO - Epoch [169][600/940] lr: 1.057e-01, eta: 10:17:03, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.9894, loss: 2.9894 2020-07-02 14:20:33,343 - mmaction - INFO - Epoch [169][620/940] lr: 1.057e-01, eta: 10:16:54, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.6373, loss: 2.6373 2020-07-02 14:20:42,022 - mmaction - INFO - Epoch [169][640/940] lr: 1.057e-01, eta: 10:16:45, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5451, loss: 2.5451 2020-07-02 14:20:50,853 - mmaction - INFO - Epoch [169][660/940] lr: 1.057e-01, eta: 10:16:36, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3609, loss: 2.3609 2020-07-02 14:20:59,623 - mmaction - INFO - Epoch [169][680/940] lr: 1.057e-01, eta: 10:16:26, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5215, loss: 2.5215 2020-07-02 14:21:08,387 - mmaction - INFO - Epoch [169][700/940] lr: 1.057e-01, eta: 10:16:17, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3858, loss: 2.3858 2020-07-02 14:21:17,155 - mmaction - INFO - Epoch [169][720/940] lr: 1.057e-01, eta: 10:16:08, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4768, loss: 2.4768 2020-07-02 14:21:25,858 - mmaction - INFO - Epoch [169][740/940] lr: 1.057e-01, eta: 10:15:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6567, loss: 2.6567 2020-07-02 14:21:34,607 - mmaction - INFO - Epoch [169][760/940] lr: 1.057e-01, eta: 10:15:50, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5536, loss: 2.5536 2020-07-02 14:21:43,291 - mmaction - INFO - Epoch [169][780/940] lr: 1.057e-01, eta: 10:15:41, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3846, loss: 2.3846 2020-07-02 14:21:52,358 - mmaction - INFO - Epoch [169][800/940] lr: 1.057e-01, eta: 10:15:32, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6133, loss: 2.6133 2020-07-02 14:22:01,727 - mmaction - INFO - Epoch [169][820/940] lr: 1.057e-01, eta: 10:15:23, time: 0.468, data_time: 0.008, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2981, loss: 2.2981 2020-07-02 14:22:10,556 - mmaction - INFO - Epoch [169][840/940] lr: 1.057e-01, eta: 10:15:14, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5462, loss: 2.5462 2020-07-02 14:22:19,438 - mmaction - INFO - Epoch [169][860/940] lr: 1.057e-01, eta: 10:15:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3291, loss: 2.3291 2020-07-02 14:22:28,134 - mmaction - INFO - Epoch [169][880/940] lr: 1.057e-01, eta: 10:14:55, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6312, loss_cls: 2.6342, loss: 2.6342 2020-07-02 14:22:37,592 - mmaction - INFO - Epoch [169][900/940] lr: 1.057e-01, eta: 10:14:47, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6531, loss_cls: 2.4793, loss: 2.4793 2020-07-02 14:22:46,470 - mmaction - INFO - Epoch [169][920/940] lr: 1.057e-01, eta: 10:14:38, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5555, loss: 2.5555 2020-07-02 14:22:54,946 - mmaction - INFO - Epoch [169][940/940] lr: 1.057e-01, eta: 10:14:28, time: 0.425, data_time: 0.002, memory: 6328, top1_acc: 0.3929, top5_acc: 0.6169, loss_cls: 2.8213, loss: 2.8213 2020-07-02 14:23:09,540 - mmaction - INFO - Epoch [170][20/940] lr: 1.036e-01, eta: 10:14:22, time: 0.713, data_time: 0.272, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6656, loss_cls: 2.6056, loss: 2.6056 2020-07-02 14:23:18,298 - mmaction - INFO - Epoch [170][40/940] lr: 1.036e-01, eta: 10:14:13, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.5691, loss: 2.5691 2020-07-02 14:23:27,759 - mmaction - INFO - Epoch [170][60/940] lr: 1.036e-01, eta: 10:14:04, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.6455, loss: 2.6455 2020-07-02 14:23:36,438 - mmaction - INFO - Epoch [170][80/940] lr: 1.036e-01, eta: 10:13:55, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2855, loss: 2.2855 2020-07-02 14:23:45,260 - mmaction - INFO - Epoch [170][100/940] lr: 1.036e-01, eta: 10:13:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.5908, loss: 2.5908 2020-07-02 14:23:54,070 - mmaction - INFO - Epoch [170][120/940] lr: 1.036e-01, eta: 10:13:37, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4648, loss: 2.4648 2020-07-02 14:24:02,854 - mmaction - INFO - Epoch [170][140/940] lr: 1.036e-01, eta: 10:13:27, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6594, loss_cls: 2.5377, loss: 2.5377 2020-07-02 14:24:11,679 - mmaction - INFO - Epoch [170][160/940] lr: 1.036e-01, eta: 10:13:18, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.5258, loss: 2.5258 2020-07-02 14:24:20,382 - mmaction - INFO - Epoch [170][180/940] lr: 1.036e-01, eta: 10:13:09, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.7175, loss: 2.7175 2020-07-02 14:24:29,092 - mmaction - INFO - Epoch [170][200/940] lr: 1.036e-01, eta: 10:13:00, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6406, loss_cls: 2.6687, loss: 2.6687 2020-07-02 14:24:37,845 - mmaction - INFO - Epoch [170][220/940] lr: 1.036e-01, eta: 10:12:51, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.5680, loss: 2.5680 2020-07-02 14:24:47,123 - mmaction - INFO - Epoch [170][240/940] lr: 1.036e-01, eta: 10:12:42, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6937, loss_cls: 2.4892, loss: 2.4892 2020-07-02 14:24:55,910 - mmaction - INFO - Epoch [170][260/940] lr: 1.036e-01, eta: 10:12:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.5263, loss: 2.5263 2020-07-02 14:25:04,677 - mmaction - INFO - Epoch [170][280/940] lr: 1.036e-01, eta: 10:12:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6781, loss_cls: 2.7296, loss: 2.7296 2020-07-02 14:25:13,457 - mmaction - INFO - Epoch [170][300/940] lr: 1.036e-01, eta: 10:12:14, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6375, loss_cls: 2.6328, loss: 2.6328 2020-07-02 14:25:22,534 - mmaction - INFO - Epoch [170][320/940] lr: 1.036e-01, eta: 10:12:05, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.6025, loss: 2.6025 2020-07-02 14:25:31,534 - mmaction - INFO - Epoch [170][340/940] lr: 1.036e-01, eta: 10:11:56, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.6230, loss: 2.6230 2020-07-02 14:25:40,287 - mmaction - INFO - Epoch [170][360/940] lr: 1.036e-01, eta: 10:11:47, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4318, loss: 2.4318 2020-07-02 14:25:49,033 - mmaction - INFO - Epoch [170][380/940] lr: 1.036e-01, eta: 10:11:38, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5590, loss: 2.5590 2020-07-02 14:25:57,707 - mmaction - INFO - Epoch [170][400/940] lr: 1.036e-01, eta: 10:11:29, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7104, loss: 2.7104 2020-07-02 14:26:06,956 - mmaction - INFO - Epoch [170][420/940] lr: 1.036e-01, eta: 10:11:20, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4410, loss: 2.4410 2020-07-02 14:26:15,779 - mmaction - INFO - Epoch [170][440/940] lr: 1.036e-01, eta: 10:11:11, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2546, loss: 2.2546 2020-07-02 14:26:24,633 - mmaction - INFO - Epoch [170][460/940] lr: 1.036e-01, eta: 10:11:02, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2781, loss: 2.2781 2020-07-02 14:26:33,510 - mmaction - INFO - Epoch [170][480/940] lr: 1.036e-01, eta: 10:10:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.6146, loss: 2.6146 2020-07-02 14:26:42,809 - mmaction - INFO - Epoch [170][500/940] lr: 1.036e-01, eta: 10:10:44, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.6112, loss: 2.6112 2020-07-02 14:26:51,514 - mmaction - INFO - Epoch [170][520/940] lr: 1.036e-01, eta: 10:10:35, time: 0.435, data_time: 0.003, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5850, loss: 2.5850 2020-07-02 14:27:00,207 - mmaction - INFO - Epoch [170][540/940] lr: 1.036e-01, eta: 10:10:26, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.5102, loss: 2.5102 2020-07-02 14:27:08,987 - mmaction - INFO - Epoch [170][560/940] lr: 1.036e-01, eta: 10:10:16, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6607, loss: 2.6607 2020-07-02 14:27:18,076 - mmaction - INFO - Epoch [170][580/940] lr: 1.036e-01, eta: 10:10:07, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.6179, loss: 2.6179 2020-07-02 14:27:26,981 - mmaction - INFO - Epoch [170][600/940] lr: 1.036e-01, eta: 10:09:58, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6562, loss_cls: 2.6213, loss: 2.6213 2020-07-02 14:27:36,127 - mmaction - INFO - Epoch [170][620/940] lr: 1.036e-01, eta: 10:09:49, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7079, loss: 2.7079 2020-07-02 14:27:45,347 - mmaction - INFO - Epoch [170][640/940] lr: 1.036e-01, eta: 10:09:40, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6125, loss_cls: 2.8006, loss: 2.8006 2020-07-02 14:27:54,084 - mmaction - INFO - Epoch [170][660/940] lr: 1.036e-01, eta: 10:09:31, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6469, loss_cls: 2.4407, loss: 2.4407 2020-07-02 14:28:02,854 - mmaction - INFO - Epoch [170][680/940] lr: 1.036e-01, eta: 10:09:22, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.5190, loss: 2.5190 2020-07-02 14:28:11,600 - mmaction - INFO - Epoch [170][700/940] lr: 1.036e-01, eta: 10:09:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.7046, loss: 2.7046 2020-07-02 14:28:20,861 - mmaction - INFO - Epoch [170][720/940] lr: 1.036e-01, eta: 10:09:04, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5624, loss: 2.5624 2020-07-02 14:28:30,240 - mmaction - INFO - Epoch [170][740/940] lr: 1.036e-01, eta: 10:08:55, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6438, loss_cls: 2.6436, loss: 2.6436 2020-07-02 14:28:38,995 - mmaction - INFO - Epoch [170][760/940] lr: 1.036e-01, eta: 10:08:46, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4239, loss: 2.4239 2020-07-02 14:28:48,333 - mmaction - INFO - Epoch [170][780/940] lr: 1.036e-01, eta: 10:08:37, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.5764, loss: 2.5764 2020-07-02 14:28:57,164 - mmaction - INFO - Epoch [170][800/940] lr: 1.036e-01, eta: 10:08:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3420, loss: 2.3420 2020-07-02 14:29:05,954 - mmaction - INFO - Epoch [170][820/940] lr: 1.036e-01, eta: 10:08:19, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5969, loss: 2.5969 2020-07-02 14:29:14,810 - mmaction - INFO - Epoch [170][840/940] lr: 1.036e-01, eta: 10:08:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.6654, loss: 2.6654 2020-07-02 14:29:23,500 - mmaction - INFO - Epoch [170][860/940] lr: 1.036e-01, eta: 10:08:01, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6656, loss_cls: 2.4878, loss: 2.4878 2020-07-02 14:29:32,179 - mmaction - INFO - Epoch [170][880/940] lr: 1.036e-01, eta: 10:07:52, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7439, loss: 2.7439 2020-07-02 14:29:41,445 - mmaction - INFO - Epoch [170][900/940] lr: 1.036e-01, eta: 10:07:43, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.4340, loss: 2.4340 2020-07-02 14:29:50,208 - mmaction - INFO - Epoch [170][920/940] lr: 1.036e-01, eta: 10:07:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5706, loss: 2.5706 2020-07-02 14:29:59,095 - mmaction - INFO - Epoch [170][940/940] lr: 1.036e-01, eta: 10:07:24, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4513, top5_acc: 0.6818, loss_cls: 2.4870, loss: 2.4870 2020-07-02 14:30:17,185 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 14:30:18,062 - mmaction - INFO - top1_acc 0.4723 top5_acc 0.7343 2020-07-02 14:30:18,062 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 14:30:18,131 - mmaction - INFO - mean_acc 0.4721 2020-07-02 14:30:18,140 - mmaction - INFO - Epoch [170][940/940] lr: 1.036e-01, top1_acc: 0.4723, top5_acc: 0.7343, mean_class_accuracy: 0.4721 2020-07-02 14:30:30,658 - mmaction - INFO - Epoch [171][20/940] lr: 1.014e-01, eta: 10:07:17, time: 0.624, data_time: 0.187, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6191, loss: 2.6191 2020-07-02 14:30:39,430 - mmaction - INFO - Epoch [171][40/940] lr: 1.014e-01, eta: 10:07:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6461, loss: 2.6461 2020-07-02 14:30:48,211 - mmaction - INFO - Epoch [171][60/940] lr: 1.014e-01, eta: 10:06:59, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.4548, loss: 2.4548 2020-07-02 14:30:57,028 - mmaction - INFO - Epoch [171][80/940] lr: 1.014e-01, eta: 10:06:50, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5442, loss: 2.5442 2020-07-02 14:31:05,833 - mmaction - INFO - Epoch [171][100/940] lr: 1.014e-01, eta: 10:06:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4448, loss: 2.4448 2020-07-02 14:31:14,558 - mmaction - INFO - Epoch [171][120/940] lr: 1.014e-01, eta: 10:06:32, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.7028, loss: 2.7028 2020-07-02 14:31:23,289 - mmaction - INFO - Epoch [171][140/940] lr: 1.014e-01, eta: 10:06:22, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4819, loss: 2.4819 2020-07-02 14:31:32,650 - mmaction - INFO - Epoch [171][160/940] lr: 1.014e-01, eta: 10:06:14, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.3416, loss: 2.3416 2020-07-02 14:31:41,435 - mmaction - INFO - Epoch [171][180/940] lr: 1.014e-01, eta: 10:06:04, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.5960, loss: 2.5960 2020-07-02 14:31:50,202 - mmaction - INFO - Epoch [171][200/940] lr: 1.014e-01, eta: 10:05:55, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6656, loss_cls: 2.5713, loss: 2.5713 2020-07-02 14:31:58,873 - mmaction - INFO - Epoch [171][220/940] lr: 1.014e-01, eta: 10:05:46, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2793, loss: 2.2793 2020-07-02 14:32:07,642 - mmaction - INFO - Epoch [171][240/940] lr: 1.014e-01, eta: 10:05:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.6305, loss: 2.6305 2020-07-02 14:32:16,295 - mmaction - INFO - Epoch [171][260/940] lr: 1.014e-01, eta: 10:05:28, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.5165, loss: 2.5165 2020-07-02 14:32:25,221 - mmaction - INFO - Epoch [171][280/940] lr: 1.014e-01, eta: 10:05:19, time: 0.448, data_time: 0.011, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4470, loss: 2.4470 2020-07-02 14:32:34,503 - mmaction - INFO - Epoch [171][300/940] lr: 1.014e-01, eta: 10:05:10, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5843, loss: 2.5843 2020-07-02 14:32:43,360 - mmaction - INFO - Epoch [171][320/940] lr: 1.014e-01, eta: 10:05:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.5389, loss: 2.5389 2020-07-02 14:32:52,108 - mmaction - INFO - Epoch [171][340/940] lr: 1.014e-01, eta: 10:04:52, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6458, loss: 2.6458 2020-07-02 14:33:00,925 - mmaction - INFO - Epoch [171][360/940] lr: 1.014e-01, eta: 10:04:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3941, loss: 2.3941 2020-07-02 14:33:09,731 - mmaction - INFO - Epoch [171][380/940] lr: 1.014e-01, eta: 10:04:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5855, loss: 2.5855 2020-07-02 14:33:18,528 - mmaction - INFO - Epoch [171][400/940] lr: 1.014e-01, eta: 10:04:24, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6382, loss: 2.6382 2020-07-02 14:33:27,257 - mmaction - INFO - Epoch [171][420/940] lr: 1.014e-01, eta: 10:04:15, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.4789, loss: 2.4789 2020-07-02 14:33:35,993 - mmaction - INFO - Epoch [171][440/940] lr: 1.014e-01, eta: 10:04:06, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4504, loss: 2.4504 2020-07-02 14:33:45,175 - mmaction - INFO - Epoch [171][460/940] lr: 1.014e-01, eta: 10:03:57, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4930, loss: 2.4930 2020-07-02 14:33:54,505 - mmaction - INFO - Epoch [171][480/940] lr: 1.014e-01, eta: 10:03:48, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6656, loss_cls: 2.4902, loss: 2.4902 2020-07-02 14:34:03,318 - mmaction - INFO - Epoch [171][500/940] lr: 1.014e-01, eta: 10:03:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.5903, loss: 2.5903 2020-07-02 14:34:12,068 - mmaction - INFO - Epoch [171][520/940] lr: 1.014e-01, eta: 10:03:30, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4504, loss: 2.4504 2020-07-02 14:34:20,824 - mmaction - INFO - Epoch [171][540/940] lr: 1.014e-01, eta: 10:03:21, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4934, loss: 2.4934 2020-07-02 14:34:29,649 - mmaction - INFO - Epoch [171][560/940] lr: 1.014e-01, eta: 10:03:11, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6000, loss_cls: 2.7478, loss: 2.7478 2020-07-02 14:34:38,949 - mmaction - INFO - Epoch [171][580/940] lr: 1.014e-01, eta: 10:03:03, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.7190, loss: 2.7190 2020-07-02 14:34:47,610 - mmaction - INFO - Epoch [171][600/940] lr: 1.014e-01, eta: 10:02:53, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.7412, loss: 2.7412 2020-07-02 14:34:56,372 - mmaction - INFO - Epoch [171][620/940] lr: 1.014e-01, eta: 10:02:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5549, loss: 2.5549 2020-07-02 14:35:05,131 - mmaction - INFO - Epoch [171][640/940] lr: 1.014e-01, eta: 10:02:35, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.7125, loss_cls: 2.5031, loss: 2.5031 2020-07-02 14:35:13,907 - mmaction - INFO - Epoch [171][660/940] lr: 1.014e-01, eta: 10:02:26, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.3625, loss: 2.3625 2020-07-02 14:35:22,672 - mmaction - INFO - Epoch [171][680/940] lr: 1.014e-01, eta: 10:02:17, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6239, loss: 2.6239 2020-07-02 14:35:31,945 - mmaction - INFO - Epoch [171][700/940] lr: 1.014e-01, eta: 10:02:08, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.5362, loss: 2.5362 2020-07-02 14:35:41,139 - mmaction - INFO - Epoch [171][720/940] lr: 1.014e-01, eta: 10:01:59, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.7371, loss: 2.7371 2020-07-02 14:35:49,902 - mmaction - INFO - Epoch [171][740/940] lr: 1.014e-01, eta: 10:01:50, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7063, loss_cls: 2.4237, loss: 2.4237 2020-07-02 14:35:58,553 - mmaction - INFO - Epoch [171][760/940] lr: 1.014e-01, eta: 10:01:41, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.5621, loss: 2.5621 2020-07-02 14:36:07,818 - mmaction - INFO - Epoch [171][780/940] lr: 1.014e-01, eta: 10:01:32, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.5519, loss: 2.5519 2020-07-02 14:36:17,189 - mmaction - INFO - Epoch [171][800/940] lr: 1.014e-01, eta: 10:01:23, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6219, loss_cls: 2.7482, loss: 2.7482 2020-07-02 14:36:25,867 - mmaction - INFO - Epoch [171][820/940] lr: 1.014e-01, eta: 10:01:14, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5270, loss: 2.5270 2020-07-02 14:36:34,729 - mmaction - INFO - Epoch [171][840/940] lr: 1.014e-01, eta: 10:01:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4804, loss: 2.4804 2020-07-02 14:36:43,483 - mmaction - INFO - Epoch [171][860/940] lr: 1.014e-01, eta: 10:00:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.4729, loss: 2.4729 2020-07-02 14:36:52,723 - mmaction - INFO - Epoch [171][880/940] lr: 1.014e-01, eta: 10:00:47, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.5906, loss: 2.5906 2020-07-02 14:37:01,369 - mmaction - INFO - Epoch [171][900/940] lr: 1.014e-01, eta: 10:00:37, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6714, loss: 2.6714 2020-07-02 14:37:11,015 - mmaction - INFO - Epoch [171][920/940] lr: 1.014e-01, eta: 10:00:29, time: 0.482, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.4824, loss: 2.4824 2020-07-02 14:37:19,345 - mmaction - INFO - Epoch [171][940/940] lr: 1.014e-01, eta: 10:00:19, time: 0.416, data_time: 0.001, memory: 6328, top1_acc: 0.4870, top5_acc: 0.7370, loss_cls: 2.3768, loss: 2.3768 2020-07-02 14:37:35,493 - mmaction - INFO - Epoch [172][20/940] lr: 9.929e-02, eta: 10:00:14, time: 0.791, data_time: 0.353, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6906, loss_cls: 2.6412, loss: 2.6412 2020-07-02 14:37:44,195 - mmaction - INFO - Epoch [172][40/940] lr: 9.929e-02, eta: 10:00:05, time: 0.434, data_time: 0.003, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5884, loss: 2.5884 2020-07-02 14:37:52,924 - mmaction - INFO - Epoch [172][60/940] lr: 9.929e-02, eta: 9:59:55, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.6319, loss: 2.6319 2020-07-02 14:38:02,222 - mmaction - INFO - Epoch [172][80/940] lr: 9.929e-02, eta: 9:59:47, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.3962, loss: 2.3962 2020-07-02 14:38:11,021 - mmaction - INFO - Epoch [172][100/940] lr: 9.929e-02, eta: 9:59:37, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4265, loss: 2.4265 2020-07-02 14:38:19,791 - mmaction - INFO - Epoch [172][120/940] lr: 9.929e-02, eta: 9:59:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5311, loss: 2.5311 2020-07-02 14:38:28,625 - mmaction - INFO - Epoch [172][140/940] lr: 9.929e-02, eta: 9:59:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4246, loss: 2.4246 2020-07-02 14:38:37,321 - mmaction - INFO - Epoch [172][160/940] lr: 9.929e-02, eta: 9:59:10, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6719, loss: 2.6719 2020-07-02 14:38:46,090 - mmaction - INFO - Epoch [172][180/940] lr: 9.929e-02, eta: 9:59:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7031, loss_cls: 2.3081, loss: 2.3081 2020-07-02 14:38:54,757 - mmaction - INFO - Epoch [172][200/940] lr: 9.929e-02, eta: 9:58:52, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.5834, loss: 2.5834 2020-07-02 14:39:03,633 - mmaction - INFO - Epoch [172][220/940] lr: 9.929e-02, eta: 9:58:43, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5045, loss: 2.5045 2020-07-02 14:39:12,582 - mmaction - INFO - Epoch [172][240/940] lr: 9.929e-02, eta: 9:58:34, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3163, loss: 2.3163 2020-07-02 14:39:21,314 - mmaction - INFO - Epoch [172][260/940] lr: 9.929e-02, eta: 9:58:24, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4375, loss: 2.4375 2020-07-02 14:39:30,595 - mmaction - INFO - Epoch [172][280/940] lr: 9.929e-02, eta: 9:58:15, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5515, loss: 2.5515 2020-07-02 14:39:39,358 - mmaction - INFO - Epoch [172][300/940] lr: 9.929e-02, eta: 9:58:06, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5523, loss: 2.5523 2020-07-02 14:39:48,130 - mmaction - INFO - Epoch [172][320/940] lr: 9.929e-02, eta: 9:57:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.4628, loss: 2.4628 2020-07-02 14:39:56,823 - mmaction - INFO - Epoch [172][340/940] lr: 9.929e-02, eta: 9:57:48, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6187, loss: 2.6187 2020-07-02 14:40:05,536 - mmaction - INFO - Epoch [172][360/940] lr: 9.929e-02, eta: 9:57:39, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5145, loss: 2.5145 2020-07-02 14:40:14,339 - mmaction - INFO - Epoch [172][380/940] lr: 9.929e-02, eta: 9:57:30, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.4022, loss: 2.4022 2020-07-02 14:40:23,188 - mmaction - INFO - Epoch [172][400/940] lr: 9.929e-02, eta: 9:57:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.5368, loss: 2.5368 2020-07-02 14:40:31,962 - mmaction - INFO - Epoch [172][420/940] lr: 9.929e-02, eta: 9:57:11, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3983, loss: 2.3983 2020-07-02 14:40:41,367 - mmaction - INFO - Epoch [172][440/940] lr: 9.929e-02, eta: 9:57:03, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.5468, loss: 2.5468 2020-07-02 14:40:50,196 - mmaction - INFO - Epoch [172][460/940] lr: 9.929e-02, eta: 9:56:54, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6219, loss_cls: 2.7124, loss: 2.7124 2020-07-02 14:40:58,946 - mmaction - INFO - Epoch [172][480/940] lr: 9.929e-02, eta: 9:56:44, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5785, loss: 2.5785 2020-07-02 14:41:07,662 - mmaction - INFO - Epoch [172][500/940] lr: 9.929e-02, eta: 9:56:35, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7703, loss: 2.7703 2020-07-02 14:41:16,361 - mmaction - INFO - Epoch [172][520/940] lr: 9.929e-02, eta: 9:56:26, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.5955, loss: 2.5955 2020-07-02 14:41:25,254 - mmaction - INFO - Epoch [172][540/940] lr: 9.929e-02, eta: 9:56:17, time: 0.445, data_time: 0.009, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.5400, loss: 2.5400 2020-07-02 14:41:34,531 - mmaction - INFO - Epoch [172][560/940] lr: 9.929e-02, eta: 9:56:08, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5943, loss: 2.5943 2020-07-02 14:41:43,268 - mmaction - INFO - Epoch [172][580/940] lr: 9.929e-02, eta: 9:55:59, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6875, loss_cls: 2.4643, loss: 2.4643 2020-07-02 14:41:52,887 - mmaction - INFO - Epoch [172][600/940] lr: 9.929e-02, eta: 9:55:50, time: 0.480, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5512, loss: 2.5512 2020-07-02 14:42:01,539 - mmaction - INFO - Epoch [172][620/940] lr: 9.929e-02, eta: 9:55:41, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.4838, loss: 2.4838 2020-07-02 14:42:10,336 - mmaction - INFO - Epoch [172][640/940] lr: 9.929e-02, eta: 9:55:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6668, loss: 2.6668 2020-07-02 14:42:19,677 - mmaction - INFO - Epoch [172][660/940] lr: 9.929e-02, eta: 9:55:23, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.6101, loss: 2.6101 2020-07-02 14:42:28,294 - mmaction - INFO - Epoch [172][680/940] lr: 9.929e-02, eta: 9:55:14, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3751, loss: 2.3751 2020-07-02 14:42:37,598 - mmaction - INFO - Epoch [172][700/940] lr: 9.929e-02, eta: 9:55:05, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.6100, loss: 2.6100 2020-07-02 14:42:46,273 - mmaction - INFO - Epoch [172][720/940] lr: 9.929e-02, eta: 9:54:56, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6438, loss_cls: 2.6542, loss: 2.6542 2020-07-02 14:42:55,408 - mmaction - INFO - Epoch [172][740/940] lr: 9.929e-02, eta: 9:54:47, time: 0.456, data_time: 0.000, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4746, loss: 2.4746 2020-07-02 14:43:04,193 - mmaction - INFO - Epoch [172][760/940] lr: 9.929e-02, eta: 9:54:38, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6781, loss_cls: 2.4409, loss: 2.4409 2020-07-02 14:43:13,156 - mmaction - INFO - Epoch [172][780/940] lr: 9.929e-02, eta: 9:54:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7615, loss: 2.7615 2020-07-02 14:43:22,152 - mmaction - INFO - Epoch [172][800/940] lr: 9.929e-02, eta: 9:54:20, time: 0.452, data_time: 0.004, memory: 6328, top1_acc: 0.3906, top5_acc: 0.5813, loss_cls: 2.7528, loss: 2.7528 2020-07-02 14:43:30,999 - mmaction - INFO - Epoch [172][820/940] lr: 9.929e-02, eta: 9:54:11, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4484, loss: 2.4484 2020-07-02 14:43:39,826 - mmaction - INFO - Epoch [172][840/940] lr: 9.929e-02, eta: 9:54:01, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.4461, loss: 2.4461 2020-07-02 14:43:48,537 - mmaction - INFO - Epoch [172][860/940] lr: 9.929e-02, eta: 9:53:52, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6500, loss_cls: 2.6443, loss: 2.6443 2020-07-02 14:43:57,941 - mmaction - INFO - Epoch [172][880/940] lr: 9.929e-02, eta: 9:53:43, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3440, loss: 2.3440 2020-07-02 14:44:06,658 - mmaction - INFO - Epoch [172][900/940] lr: 9.929e-02, eta: 9:53:34, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6594, loss_cls: 2.5516, loss: 2.5516 2020-07-02 14:44:15,328 - mmaction - INFO - Epoch [172][920/940] lr: 9.929e-02, eta: 9:53:25, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.6783, loss: 2.6783 2020-07-02 14:44:23,691 - mmaction - INFO - Epoch [172][940/940] lr: 9.929e-02, eta: 9:53:16, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.4383, top5_acc: 0.6948, loss_cls: 2.4293, loss: 2.4293 2020-07-02 14:44:23,978 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-07-02 14:44:38,272 - mmaction - INFO - Epoch [173][20/940] lr: 9.718e-02, eta: 9:53:09, time: 0.668, data_time: 0.209, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.5502, loss: 2.5502 2020-07-02 14:44:47,907 - mmaction - INFO - Epoch [173][40/940] lr: 9.718e-02, eta: 9:53:00, time: 0.482, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5596, loss: 2.5596 2020-07-02 14:44:56,563 - mmaction - INFO - Epoch [173][60/940] lr: 9.718e-02, eta: 9:52:51, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5684, loss: 2.5684 2020-07-02 14:45:05,314 - mmaction - INFO - Epoch [173][80/940] lr: 9.718e-02, eta: 9:52:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4289, loss: 2.4289 2020-07-02 14:45:14,032 - mmaction - INFO - Epoch [173][100/940] lr: 9.718e-02, eta: 9:52:33, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.6624, loss: 2.6624 2020-07-02 14:45:22,924 - mmaction - INFO - Epoch [173][120/940] lr: 9.718e-02, eta: 9:52:24, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5026, loss: 2.5026 2020-07-02 14:45:31,707 - mmaction - INFO - Epoch [173][140/940] lr: 9.718e-02, eta: 9:52:14, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.2881, loss: 2.2881 2020-07-02 14:45:40,376 - mmaction - INFO - Epoch [173][160/940] lr: 9.718e-02, eta: 9:52:05, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.4521, loss: 2.4521 2020-07-02 14:45:49,093 - mmaction - INFO - Epoch [173][180/940] lr: 9.718e-02, eta: 9:51:56, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.6906, loss: 2.6906 2020-07-02 14:45:57,825 - mmaction - INFO - Epoch [173][200/940] lr: 9.718e-02, eta: 9:51:47, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4015, loss: 2.4015 2020-07-02 14:46:06,988 - mmaction - INFO - Epoch [173][220/940] lr: 9.718e-02, eta: 9:51:38, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.5598, loss: 2.5598 2020-07-02 14:46:15,651 - mmaction - INFO - Epoch [173][240/940] lr: 9.718e-02, eta: 9:51:29, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4891, loss: 2.4891 2020-07-02 14:46:24,966 - mmaction - INFO - Epoch [173][260/940] lr: 9.718e-02, eta: 9:51:20, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6438, loss_cls: 2.5566, loss: 2.5566 2020-07-02 14:46:34,304 - mmaction - INFO - Epoch [173][280/940] lr: 9.718e-02, eta: 9:51:11, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.5175, loss: 2.5175 2020-07-02 14:46:43,011 - mmaction - INFO - Epoch [173][300/940] lr: 9.718e-02, eta: 9:51:02, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5501, loss: 2.5501 2020-07-02 14:46:52,209 - mmaction - INFO - Epoch [173][320/940] lr: 9.718e-02, eta: 9:50:53, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4459, loss: 2.4459 2020-07-02 14:47:00,958 - mmaction - INFO - Epoch [173][340/940] lr: 9.718e-02, eta: 9:50:44, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6906, loss_cls: 2.5138, loss: 2.5138 2020-07-02 14:47:09,790 - mmaction - INFO - Epoch [173][360/940] lr: 9.718e-02, eta: 9:50:35, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4893, loss: 2.4893 2020-07-02 14:47:18,599 - mmaction - INFO - Epoch [173][380/940] lr: 9.718e-02, eta: 9:50:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.6261, loss: 2.6261 2020-07-02 14:47:27,681 - mmaction - INFO - Epoch [173][400/940] lr: 9.718e-02, eta: 9:50:17, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.3995, loss: 2.3995 2020-07-02 14:47:36,521 - mmaction - INFO - Epoch [173][420/940] lr: 9.718e-02, eta: 9:50:07, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4308, loss: 2.4308 2020-07-02 14:47:45,290 - mmaction - INFO - Epoch [173][440/940] lr: 9.718e-02, eta: 9:49:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.7224, loss: 2.7224 2020-07-02 14:47:53,936 - mmaction - INFO - Epoch [173][460/940] lr: 9.718e-02, eta: 9:49:49, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.7797, loss: 2.7797 2020-07-02 14:48:02,632 - mmaction - INFO - Epoch [173][480/940] lr: 9.718e-02, eta: 9:49:40, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7011, loss: 2.7011 2020-07-02 14:48:11,272 - mmaction - INFO - Epoch [173][500/940] lr: 9.718e-02, eta: 9:49:31, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.6499, loss: 2.6499 2020-07-02 14:48:20,527 - mmaction - INFO - Epoch [173][520/940] lr: 9.718e-02, eta: 9:49:22, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6312, loss_cls: 2.6455, loss: 2.6455 2020-07-02 14:48:29,311 - mmaction - INFO - Epoch [173][540/940] lr: 9.718e-02, eta: 9:49:13, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6469, loss_cls: 2.6928, loss: 2.6928 2020-07-02 14:48:38,051 - mmaction - INFO - Epoch [173][560/940] lr: 9.718e-02, eta: 9:49:04, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2824, loss: 2.2824 2020-07-02 14:48:46,713 - mmaction - INFO - Epoch [173][580/940] lr: 9.718e-02, eta: 9:48:54, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3907, loss: 2.3907 2020-07-02 14:48:56,005 - mmaction - INFO - Epoch [173][600/940] lr: 9.718e-02, eta: 9:48:46, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5731, loss: 2.5731 2020-07-02 14:49:04,696 - mmaction - INFO - Epoch [173][620/940] lr: 9.718e-02, eta: 9:48:36, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6656, loss_cls: 2.5211, loss: 2.5211 2020-07-02 14:49:13,416 - mmaction - INFO - Epoch [173][640/940] lr: 9.718e-02, eta: 9:48:27, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4971, loss: 2.4971 2020-07-02 14:49:22,686 - mmaction - INFO - Epoch [173][660/940] lr: 9.718e-02, eta: 9:48:18, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5019, loss: 2.5019 2020-07-02 14:49:31,397 - mmaction - INFO - Epoch [173][680/940] lr: 9.718e-02, eta: 9:48:09, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.3626, loss: 2.3626 2020-07-02 14:49:40,206 - mmaction - INFO - Epoch [173][700/940] lr: 9.718e-02, eta: 9:48:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4009, loss: 2.4009 2020-07-02 14:49:48,956 - mmaction - INFO - Epoch [173][720/940] lr: 9.718e-02, eta: 9:47:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.5069, loss: 2.5069 2020-07-02 14:49:57,655 - mmaction - INFO - Epoch [173][740/940] lr: 9.718e-02, eta: 9:47:42, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6281, loss_cls: 2.6707, loss: 2.6707 2020-07-02 14:50:06,450 - mmaction - INFO - Epoch [173][760/940] lr: 9.718e-02, eta: 9:47:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5230, loss: 2.5230 2020-07-02 14:50:15,805 - mmaction - INFO - Epoch [173][780/940] lr: 9.718e-02, eta: 9:47:24, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6818, loss: 2.6818 2020-07-02 14:50:24,909 - mmaction - INFO - Epoch [173][800/940] lr: 9.718e-02, eta: 9:47:15, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6635, loss: 2.6635 2020-07-02 14:50:33,589 - mmaction - INFO - Epoch [173][820/940] lr: 9.718e-02, eta: 9:47:06, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4998, loss: 2.4998 2020-07-02 14:50:43,275 - mmaction - INFO - Epoch [173][840/940] lr: 9.718e-02, eta: 9:46:57, time: 0.484, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.4397, loss: 2.4397 2020-07-02 14:50:51,957 - mmaction - INFO - Epoch [173][860/940] lr: 9.718e-02, eta: 9:46:48, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6719, loss_cls: 2.4479, loss: 2.4479 2020-07-02 14:51:01,188 - mmaction - INFO - Epoch [173][880/940] lr: 9.718e-02, eta: 9:46:39, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7704, loss: 2.7704 2020-07-02 14:51:10,366 - mmaction - INFO - Epoch [173][900/940] lr: 9.718e-02, eta: 9:46:30, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7000, loss_cls: 2.3485, loss: 2.3485 2020-07-02 14:51:19,601 - mmaction - INFO - Epoch [173][920/940] lr: 9.718e-02, eta: 9:46:21, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6344, loss_cls: 2.6764, loss: 2.6764 2020-07-02 14:51:28,395 - mmaction - INFO - Epoch [173][940/940] lr: 9.718e-02, eta: 9:46:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4123, top5_acc: 0.6591, loss_cls: 2.6834, loss: 2.6834 2020-07-02 14:51:44,999 - mmaction - INFO - Epoch [174][20/940] lr: 9.508e-02, eta: 9:46:06, time: 0.811, data_time: 0.320, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.6993, loss: 2.6993 2020-07-02 14:51:53,666 - mmaction - INFO - Epoch [174][40/940] lr: 9.508e-02, eta: 9:45:57, time: 0.434, data_time: 0.003, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3077, loss: 2.3077 2020-07-02 14:52:03,052 - mmaction - INFO - Epoch [174][60/940] lr: 9.508e-02, eta: 9:45:48, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.5903, loss: 2.5903 2020-07-02 14:52:11,797 - mmaction - INFO - Epoch [174][80/940] lr: 9.508e-02, eta: 9:45:39, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4943, loss: 2.4943 2020-07-02 14:52:21,211 - mmaction - INFO - Epoch [174][100/940] lr: 9.508e-02, eta: 9:45:30, time: 0.471, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.5806, loss: 2.5806 2020-07-02 14:52:29,957 - mmaction - INFO - Epoch [174][120/940] lr: 9.508e-02, eta: 9:45:21, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.5055, loss: 2.5055 2020-07-02 14:52:39,169 - mmaction - INFO - Epoch [174][140/940] lr: 9.508e-02, eta: 9:45:12, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4618, loss: 2.4618 2020-07-02 14:52:47,910 - mmaction - INFO - Epoch [174][160/940] lr: 9.508e-02, eta: 9:45:03, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6781, loss_cls: 2.5397, loss: 2.5397 2020-07-02 14:52:56,622 - mmaction - INFO - Epoch [174][180/940] lr: 9.508e-02, eta: 9:44:54, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.5924, loss: 2.5924 2020-07-02 14:53:05,332 - mmaction - INFO - Epoch [174][200/940] lr: 9.508e-02, eta: 9:44:45, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6344, loss_cls: 2.7791, loss: 2.7791 2020-07-02 14:53:13,998 - mmaction - INFO - Epoch [174][220/940] lr: 9.508e-02, eta: 9:44:36, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3396, loss: 2.3396 2020-07-02 14:53:23,293 - mmaction - INFO - Epoch [174][240/940] lr: 9.508e-02, eta: 9:44:27, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6741, loss: 2.6741 2020-07-02 14:53:32,231 - mmaction - INFO - Epoch [174][260/940] lr: 9.508e-02, eta: 9:44:18, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6594, loss_cls: 2.5075, loss: 2.5075 2020-07-02 14:53:41,001 - mmaction - INFO - Epoch [174][280/940] lr: 9.508e-02, eta: 9:44:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4987, loss: 2.4987 2020-07-02 14:53:49,712 - mmaction - INFO - Epoch [174][300/940] lr: 9.508e-02, eta: 9:43:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4169, loss: 2.4169 2020-07-02 14:53:58,421 - mmaction - INFO - Epoch [174][320/940] lr: 9.508e-02, eta: 9:43:50, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5562, loss: 2.5562 2020-07-02 14:54:07,501 - mmaction - INFO - Epoch [174][340/940] lr: 9.508e-02, eta: 9:43:41, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.7283, loss: 2.7283 2020-07-02 14:54:16,383 - mmaction - INFO - Epoch [174][360/940] lr: 9.508e-02, eta: 9:43:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5398, loss: 2.5398 2020-07-02 14:54:25,491 - mmaction - INFO - Epoch [174][380/940] lr: 9.508e-02, eta: 9:43:23, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5273, loss: 2.5273 2020-07-02 14:54:34,392 - mmaction - INFO - Epoch [174][400/940] lr: 9.508e-02, eta: 9:43:14, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3931, loss: 2.3931 2020-07-02 14:54:43,107 - mmaction - INFO - Epoch [174][420/940] lr: 9.508e-02, eta: 9:43:05, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.5283, loss: 2.5283 2020-07-02 14:54:51,969 - mmaction - INFO - Epoch [174][440/940] lr: 9.508e-02, eta: 9:42:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4553, loss: 2.4553 2020-07-02 14:55:00,798 - mmaction - INFO - Epoch [174][460/940] lr: 9.508e-02, eta: 9:42:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6438, loss_cls: 2.5487, loss: 2.5487 2020-07-02 14:55:09,544 - mmaction - INFO - Epoch [174][480/940] lr: 9.508e-02, eta: 9:42:38, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.6784, loss: 2.6784 2020-07-02 14:55:18,480 - mmaction - INFO - Epoch [174][500/940] lr: 9.508e-02, eta: 9:42:28, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6406, loss_cls: 2.7282, loss: 2.7282 2020-07-02 14:55:27,216 - mmaction - INFO - Epoch [174][520/940] lr: 9.508e-02, eta: 9:42:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6594, loss_cls: 2.6406, loss: 2.6406 2020-07-02 14:55:35,832 - mmaction - INFO - Epoch [174][540/940] lr: 9.508e-02, eta: 9:42:10, time: 0.430, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5808, loss: 2.5808 2020-07-02 14:55:44,598 - mmaction - INFO - Epoch [174][560/940] lr: 9.508e-02, eta: 9:42:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3095, loss: 2.3095 2020-07-02 14:55:53,468 - mmaction - INFO - Epoch [174][580/940] lr: 9.508e-02, eta: 9:41:52, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.7633, loss: 2.7633 2020-07-02 14:56:02,183 - mmaction - INFO - Epoch [174][600/940] lr: 9.508e-02, eta: 9:41:43, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.5790, loss: 2.5790 2020-07-02 14:56:10,908 - mmaction - INFO - Epoch [174][620/940] lr: 9.508e-02, eta: 9:41:34, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6656, loss_cls: 2.5195, loss: 2.5195 2020-07-02 14:56:19,596 - mmaction - INFO - Epoch [174][640/940] lr: 9.508e-02, eta: 9:41:24, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5631, loss: 2.5631 2020-07-02 14:56:28,815 - mmaction - INFO - Epoch [174][660/940] lr: 9.508e-02, eta: 9:41:15, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3318, loss: 2.3318 2020-07-02 14:56:37,434 - mmaction - INFO - Epoch [174][680/940] lr: 9.508e-02, eta: 9:41:06, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6531, loss_cls: 2.6353, loss: 2.6353 2020-07-02 14:56:46,146 - mmaction - INFO - Epoch [174][700/940] lr: 9.508e-02, eta: 9:40:57, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.4789, loss: 2.4789 2020-07-02 14:56:55,484 - mmaction - INFO - Epoch [174][720/940] lr: 9.508e-02, eta: 9:40:48, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5960, loss: 2.5960 2020-07-02 14:57:04,807 - mmaction - INFO - Epoch [174][740/940] lr: 9.508e-02, eta: 9:40:39, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6750, loss_cls: 2.4814, loss: 2.4814 2020-07-02 14:57:13,984 - mmaction - INFO - Epoch [174][760/940] lr: 9.508e-02, eta: 9:40:30, time: 0.459, data_time: 0.010, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2962, loss: 2.2962 2020-07-02 14:57:23,531 - mmaction - INFO - Epoch [174][780/940] lr: 9.508e-02, eta: 9:40:22, time: 0.477, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5607, loss: 2.5607 2020-07-02 14:57:33,106 - mmaction - INFO - Epoch [174][800/940] lr: 9.508e-02, eta: 9:40:13, time: 0.479, data_time: 0.008, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4796, loss: 2.4796 2020-07-02 14:57:42,047 - mmaction - INFO - Epoch [174][820/940] lr: 9.508e-02, eta: 9:40:04, time: 0.448, data_time: 0.004, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5016, loss: 2.5016 2020-07-02 14:57:51,144 - mmaction - INFO - Epoch [174][840/940] lr: 9.508e-02, eta: 9:39:55, time: 0.455, data_time: 0.006, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.5301, loss: 2.5301 2020-07-02 14:58:00,372 - mmaction - INFO - Epoch [174][860/940] lr: 9.508e-02, eta: 9:39:46, time: 0.461, data_time: 0.008, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.5201, loss: 2.5201 2020-07-02 14:58:09,197 - mmaction - INFO - Epoch [174][880/940] lr: 9.508e-02, eta: 9:39:37, time: 0.441, data_time: 0.009, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5174, loss: 2.5174 2020-07-02 14:58:17,887 - mmaction - INFO - Epoch [174][900/940] lr: 9.508e-02, eta: 9:39:28, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.7792, loss: 2.7792 2020-07-02 14:58:26,730 - mmaction - INFO - Epoch [174][920/940] lr: 9.508e-02, eta: 9:39:19, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.3122, loss: 2.3122 2020-07-02 14:58:35,240 - mmaction - INFO - Epoch [174][940/940] lr: 9.508e-02, eta: 9:39:09, time: 0.425, data_time: 0.002, memory: 6328, top1_acc: 0.4416, top5_acc: 0.6948, loss_cls: 2.5794, loss: 2.5794 2020-07-02 14:58:49,941 - mmaction - INFO - Epoch [175][20/940] lr: 9.300e-02, eta: 9:39:03, time: 0.717, data_time: 0.274, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6438, loss_cls: 2.6355, loss: 2.6355 2020-07-02 14:58:58,701 - mmaction - INFO - Epoch [175][40/940] lr: 9.300e-02, eta: 9:38:54, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3923, loss: 2.3923 2020-07-02 14:59:07,936 - mmaction - INFO - Epoch [175][60/940] lr: 9.300e-02, eta: 9:38:45, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2782, loss: 2.2782 2020-07-02 14:59:16,711 - mmaction - INFO - Epoch [175][80/940] lr: 9.300e-02, eta: 9:38:36, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6312, loss: 2.6312 2020-07-02 14:59:25,544 - mmaction - INFO - Epoch [175][100/940] lr: 9.300e-02, eta: 9:38:27, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5740, loss: 2.5740 2020-07-02 14:59:34,239 - mmaction - INFO - Epoch [175][120/940] lr: 9.300e-02, eta: 9:38:17, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5987, loss: 2.5987 2020-07-02 14:59:43,001 - mmaction - INFO - Epoch [175][140/940] lr: 9.300e-02, eta: 9:38:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4705, loss: 2.4705 2020-07-02 14:59:51,729 - mmaction - INFO - Epoch [175][160/940] lr: 9.300e-02, eta: 9:37:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3587, loss: 2.3587 2020-07-02 15:00:00,418 - mmaction - INFO - Epoch [175][180/940] lr: 9.300e-02, eta: 9:37:50, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.7039, loss: 2.7039 2020-07-02 15:00:14,322 - mmaction - INFO - Epoch [175][200/940] lr: 9.300e-02, eta: 9:37:43, time: 0.690, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.3175, loss: 2.3175 2020-07-02 15:00:23,152 - mmaction - INFO - Epoch [175][220/940] lr: 9.300e-02, eta: 9:37:34, time: 0.446, data_time: 0.010, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4353, loss: 2.4353 2020-07-02 15:00:32,311 - mmaction - INFO - Epoch [175][240/940] lr: 9.300e-02, eta: 9:37:25, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.7982, loss: 2.7982 2020-07-02 15:00:41,519 - mmaction - INFO - Epoch [175][260/940] lr: 9.300e-02, eta: 9:37:16, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4714, loss: 2.4714 2020-07-02 15:00:50,714 - mmaction - INFO - Epoch [175][280/940] lr: 9.300e-02, eta: 9:37:07, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4072, loss: 2.4072 2020-07-02 15:00:59,453 - mmaction - INFO - Epoch [175][300/940] lr: 9.300e-02, eta: 9:36:58, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4310, loss: 2.4310 2020-07-02 15:01:08,776 - mmaction - INFO - Epoch [175][320/940] lr: 9.300e-02, eta: 9:36:49, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.6388, loss: 2.6388 2020-07-02 15:01:17,532 - mmaction - INFO - Epoch [175][340/940] lr: 9.300e-02, eta: 9:36:40, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.4510, loss: 2.4510 2020-07-02 15:01:26,200 - mmaction - INFO - Epoch [175][360/940] lr: 9.300e-02, eta: 9:36:31, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.6201, loss: 2.6201 2020-07-02 15:01:36,044 - mmaction - INFO - Epoch [175][380/940] lr: 9.300e-02, eta: 9:36:22, time: 0.492, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3423, loss: 2.3423 2020-07-02 15:01:44,876 - mmaction - INFO - Epoch [175][400/940] lr: 9.300e-02, eta: 9:36:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5686, loss: 2.5686 2020-07-02 15:01:53,599 - mmaction - INFO - Epoch [175][420/940] lr: 9.300e-02, eta: 9:36:04, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.6158, loss: 2.6158 2020-07-02 15:02:02,303 - mmaction - INFO - Epoch [175][440/940] lr: 9.300e-02, eta: 9:35:55, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.5742, loss: 2.5742 2020-07-02 15:02:11,089 - mmaction - INFO - Epoch [175][460/940] lr: 9.300e-02, eta: 9:35:46, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6739, loss: 2.6739 2020-07-02 15:02:19,810 - mmaction - INFO - Epoch [175][480/940] lr: 9.300e-02, eta: 9:35:37, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.3762, loss: 2.3762 2020-07-02 15:02:29,249 - mmaction - INFO - Epoch [175][500/940] lr: 9.300e-02, eta: 9:35:28, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6498, loss: 2.6498 2020-07-02 15:02:38,074 - mmaction - INFO - Epoch [175][520/940] lr: 9.300e-02, eta: 9:35:19, time: 0.440, data_time: 0.008, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.5003, loss: 2.5003 2020-07-02 15:02:46,787 - mmaction - INFO - Epoch [175][540/940] lr: 9.300e-02, eta: 9:35:09, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.3372, loss: 2.3372 2020-07-02 15:02:55,487 - mmaction - INFO - Epoch [175][560/940] lr: 9.300e-02, eta: 9:35:00, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.3414, loss: 2.3414 2020-07-02 15:03:04,391 - mmaction - INFO - Epoch [175][580/940] lr: 9.300e-02, eta: 9:34:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.4324, loss: 2.4324 2020-07-02 15:03:13,130 - mmaction - INFO - Epoch [175][600/940] lr: 9.300e-02, eta: 9:34:42, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4480, loss: 2.4480 2020-07-02 15:03:21,911 - mmaction - INFO - Epoch [175][620/940] lr: 9.300e-02, eta: 9:34:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2458, loss: 2.2458 2020-07-02 15:03:30,764 - mmaction - INFO - Epoch [175][640/940] lr: 9.300e-02, eta: 9:34:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5805, loss: 2.5805 2020-07-02 15:03:39,951 - mmaction - INFO - Epoch [175][660/940] lr: 9.300e-02, eta: 9:34:15, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.6851, loss: 2.6851 2020-07-02 15:03:48,663 - mmaction - INFO - Epoch [175][680/940] lr: 9.300e-02, eta: 9:34:06, time: 0.430, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6133, loss: 2.6133 2020-07-02 15:03:57,447 - mmaction - INFO - Epoch [175][700/940] lr: 9.300e-02, eta: 9:33:57, time: 0.444, data_time: 0.006, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6656, loss_cls: 2.5896, loss: 2.5896 2020-07-02 15:04:06,166 - mmaction - INFO - Epoch [175][720/940] lr: 9.300e-02, eta: 9:33:48, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.6482, loss: 2.6482 2020-07-02 15:04:15,452 - mmaction - INFO - Epoch [175][740/940] lr: 9.300e-02, eta: 9:33:39, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4704, loss: 2.4704 2020-07-02 15:04:24,144 - mmaction - INFO - Epoch [175][760/940] lr: 9.300e-02, eta: 9:33:29, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.5398, loss: 2.5398 2020-07-02 15:04:33,273 - mmaction - INFO - Epoch [175][780/940] lr: 9.300e-02, eta: 9:33:20, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6594, loss_cls: 2.5170, loss: 2.5170 2020-07-02 15:04:42,061 - mmaction - INFO - Epoch [175][800/940] lr: 9.300e-02, eta: 9:33:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6965, loss: 2.6965 2020-07-02 15:04:50,818 - mmaction - INFO - Epoch [175][820/940] lr: 9.300e-02, eta: 9:33:02, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.3068, loss: 2.3068 2020-07-02 15:04:59,573 - mmaction - INFO - Epoch [175][840/940] lr: 9.300e-02, eta: 9:32:53, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6719, loss_cls: 2.4069, loss: 2.4069 2020-07-02 15:05:08,226 - mmaction - INFO - Epoch [175][860/940] lr: 9.300e-02, eta: 9:32:44, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6781, loss_cls: 2.4184, loss: 2.4184 2020-07-02 15:05:17,454 - mmaction - INFO - Epoch [175][880/940] lr: 9.300e-02, eta: 9:32:35, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.5344, loss: 2.5344 2020-07-02 15:05:26,184 - mmaction - INFO - Epoch [175][900/940] lr: 9.300e-02, eta: 9:32:26, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6625, loss_cls: 2.5137, loss: 2.5137 2020-07-02 15:05:35,516 - mmaction - INFO - Epoch [175][920/940] lr: 9.300e-02, eta: 9:32:17, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7749, loss: 2.7749 2020-07-02 15:05:43,863 - mmaction - INFO - Epoch [175][940/940] lr: 9.300e-02, eta: 9:32:08, time: 0.417, data_time: 0.001, memory: 6328, top1_acc: 0.4416, top5_acc: 0.6591, loss_cls: 2.6015, loss: 2.6015 2020-07-02 15:06:04,882 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 15:06:05,753 - mmaction - INFO - top1_acc 0.4695 top5_acc 0.7228 2020-07-02 15:06:05,753 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 15:06:05,811 - mmaction - INFO - mean_acc 0.4695 2020-07-02 15:06:05,820 - mmaction - INFO - Epoch [175][940/940] lr: 9.300e-02, top1_acc: 0.4695, top5_acc: 0.7228, mean_class_accuracy: 0.4695 2020-07-02 15:06:18,642 - mmaction - INFO - Epoch [176][20/940] lr: 9.094e-02, eta: 9:32:00, time: 0.640, data_time: 0.193, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4332, loss: 2.4332 2020-07-02 15:06:27,912 - mmaction - INFO - Epoch [176][40/940] lr: 9.094e-02, eta: 9:31:51, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3063, loss: 2.3063 2020-07-02 15:06:36,611 - mmaction - INFO - Epoch [176][60/940] lr: 9.094e-02, eta: 9:31:42, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.5703, loss: 2.5703 2020-07-02 15:06:45,895 - mmaction - INFO - Epoch [176][80/940] lr: 9.094e-02, eta: 9:31:33, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5346, loss: 2.5346 2020-07-02 15:06:54,665 - mmaction - INFO - Epoch [176][100/940] lr: 9.094e-02, eta: 9:31:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4260, loss: 2.4260 2020-07-02 15:07:04,398 - mmaction - INFO - Epoch [176][120/940] lr: 9.094e-02, eta: 9:31:16, time: 0.486, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6375, loss_cls: 2.7631, loss: 2.7631 2020-07-02 15:07:13,312 - mmaction - INFO - Epoch [176][140/940] lr: 9.094e-02, eta: 9:31:07, time: 0.446, data_time: 0.004, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.4250, loss: 2.4250 2020-07-02 15:07:22,591 - mmaction - INFO - Epoch [176][160/940] lr: 9.094e-02, eta: 9:30:58, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3613, loss: 2.3613 2020-07-02 15:07:31,271 - mmaction - INFO - Epoch [176][180/940] lr: 9.094e-02, eta: 9:30:48, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6594, loss: 2.6594 2020-07-02 15:07:39,923 - mmaction - INFO - Epoch [176][200/940] lr: 9.094e-02, eta: 9:30:39, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6594, loss_cls: 2.4757, loss: 2.4757 2020-07-02 15:07:49,179 - mmaction - INFO - Epoch [176][220/940] lr: 9.094e-02, eta: 9:30:30, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.3604, loss: 2.3604 2020-07-02 15:07:57,859 - mmaction - INFO - Epoch [176][240/940] lr: 9.094e-02, eta: 9:30:21, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3499, loss: 2.3499 2020-07-02 15:08:06,515 - mmaction - INFO - Epoch [176][260/940] lr: 9.094e-02, eta: 9:30:12, time: 0.432, data_time: 0.000, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6906, loss_cls: 2.3972, loss: 2.3972 2020-07-02 15:08:15,306 - mmaction - INFO - Epoch [176][280/940] lr: 9.094e-02, eta: 9:30:03, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.5272, loss: 2.5272 2020-07-02 15:08:24,046 - mmaction - INFO - Epoch [176][300/940] lr: 9.094e-02, eta: 9:29:54, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2594, loss: 2.2594 2020-07-02 15:08:32,706 - mmaction - INFO - Epoch [176][320/940] lr: 9.094e-02, eta: 9:29:45, time: 0.434, data_time: 0.003, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5692, loss: 2.5692 2020-07-02 15:08:41,542 - mmaction - INFO - Epoch [176][340/940] lr: 9.094e-02, eta: 9:29:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4379, loss: 2.4379 2020-07-02 15:08:50,186 - mmaction - INFO - Epoch [176][360/940] lr: 9.094e-02, eta: 9:29:26, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.7198, loss: 2.7198 2020-07-02 15:08:58,929 - mmaction - INFO - Epoch [176][380/940] lr: 9.094e-02, eta: 9:29:17, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.3683, loss: 2.3683 2020-07-02 15:09:07,708 - mmaction - INFO - Epoch [176][400/940] lr: 9.094e-02, eta: 9:29:08, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3526, loss: 2.3526 2020-07-02 15:09:16,406 - mmaction - INFO - Epoch [176][420/940] lr: 9.094e-02, eta: 9:28:59, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6813, loss_cls: 2.4093, loss: 2.4093 2020-07-02 15:09:25,228 - mmaction - INFO - Epoch [176][440/940] lr: 9.094e-02, eta: 9:28:50, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.3945, loss: 2.3945 2020-07-02 15:09:33,971 - mmaction - INFO - Epoch [176][460/940] lr: 9.094e-02, eta: 9:28:41, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.8123, loss: 2.8123 2020-07-02 15:09:42,717 - mmaction - INFO - Epoch [176][480/940] lr: 9.094e-02, eta: 9:28:31, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.4489, loss: 2.4489 2020-07-02 15:09:51,326 - mmaction - INFO - Epoch [176][500/940] lr: 9.094e-02, eta: 9:28:22, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4393, loss: 2.4393 2020-07-02 15:10:00,678 - mmaction - INFO - Epoch [176][520/940] lr: 9.094e-02, eta: 9:28:13, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3446, loss: 2.3446 2020-07-02 15:10:09,919 - mmaction - INFO - Epoch [176][540/940] lr: 9.094e-02, eta: 9:28:04, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.5928, loss: 2.5928 2020-07-02 15:10:19,192 - mmaction - INFO - Epoch [176][560/940] lr: 9.094e-02, eta: 9:27:56, time: 0.464, data_time: 0.012, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.3930, loss: 2.3930 2020-07-02 15:10:28,335 - mmaction - INFO - Epoch [176][580/940] lr: 9.094e-02, eta: 9:27:47, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.4981, loss: 2.4981 2020-07-02 15:10:37,545 - mmaction - INFO - Epoch [176][600/940] lr: 9.094e-02, eta: 9:27:38, time: 0.460, data_time: 0.005, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4692, loss: 2.4692 2020-07-02 15:10:46,830 - mmaction - INFO - Epoch [176][620/940] lr: 9.094e-02, eta: 9:27:29, time: 0.465, data_time: 0.010, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4310, loss: 2.4310 2020-07-02 15:10:56,298 - mmaction - INFO - Epoch [176][640/940] lr: 9.094e-02, eta: 9:27:20, time: 0.474, data_time: 0.012, memory: 6328, top1_acc: 0.3656, top5_acc: 0.6625, loss_cls: 2.6866, loss: 2.6866 2020-07-02 15:11:04,967 - mmaction - INFO - Epoch [176][660/940] lr: 9.094e-02, eta: 9:27:11, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6510, loss: 2.6510 2020-07-02 15:11:14,129 - mmaction - INFO - Epoch [176][680/940] lr: 9.094e-02, eta: 9:27:02, time: 0.459, data_time: 0.003, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6875, loss_cls: 2.5743, loss: 2.5743 2020-07-02 15:11:22,974 - mmaction - INFO - Epoch [176][700/940] lr: 9.094e-02, eta: 9:26:53, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5074, loss: 2.5074 2020-07-02 15:11:31,698 - mmaction - INFO - Epoch [176][720/940] lr: 9.094e-02, eta: 9:26:44, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6201, loss: 2.6201 2020-07-02 15:11:40,970 - mmaction - INFO - Epoch [176][740/940] lr: 9.094e-02, eta: 9:26:35, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.6789, loss: 2.6789 2020-07-02 15:11:49,688 - mmaction - INFO - Epoch [176][760/940] lr: 9.094e-02, eta: 9:26:26, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4116, loss: 2.4116 2020-07-02 15:11:58,528 - mmaction - INFO - Epoch [176][780/940] lr: 9.094e-02, eta: 9:26:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5657, loss: 2.5657 2020-07-02 15:12:07,253 - mmaction - INFO - Epoch [176][800/940] lr: 9.094e-02, eta: 9:26:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3544, loss: 2.3544 2020-07-02 15:12:16,005 - mmaction - INFO - Epoch [176][820/940] lr: 9.094e-02, eta: 9:25:58, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6531, loss_cls: 2.4903, loss: 2.4903 2020-07-02 15:12:24,768 - mmaction - INFO - Epoch [176][840/940] lr: 9.094e-02, eta: 9:25:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.4749, loss: 2.4749 2020-07-02 15:12:33,978 - mmaction - INFO - Epoch [176][860/940] lr: 9.094e-02, eta: 9:25:40, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4332, loss: 2.4332 2020-07-02 15:12:42,666 - mmaction - INFO - Epoch [176][880/940] lr: 9.094e-02, eta: 9:25:31, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4376, loss: 2.4376 2020-07-02 15:12:51,882 - mmaction - INFO - Epoch [176][900/940] lr: 9.094e-02, eta: 9:25:22, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.5580, loss: 2.5580 2020-07-02 15:13:00,594 - mmaction - INFO - Epoch [176][920/940] lr: 9.094e-02, eta: 9:25:13, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.6913, loss: 2.6913 2020-07-02 15:13:08,957 - mmaction - INFO - Epoch [176][940/940] lr: 9.094e-02, eta: 9:25:04, time: 0.419, data_time: 0.002, memory: 6328, top1_acc: 0.4221, top5_acc: 0.6494, loss_cls: 2.6569, loss: 2.6569 2020-07-02 15:13:09,279 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-07-02 15:13:24,634 - mmaction - INFO - Epoch [177][20/940] lr: 8.889e-02, eta: 9:24:57, time: 0.722, data_time: 0.284, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.5311, loss: 2.5311 2020-07-02 15:13:33,305 - mmaction - INFO - Epoch [177][40/940] lr: 8.889e-02, eta: 9:24:48, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4224, loss: 2.4224 2020-07-02 15:13:42,278 - mmaction - INFO - Epoch [177][60/940] lr: 8.889e-02, eta: 9:24:39, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.3836, loss: 2.3836 2020-07-02 15:13:51,091 - mmaction - INFO - Epoch [177][80/940] lr: 8.889e-02, eta: 9:24:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6531, loss_cls: 2.6827, loss: 2.6827 2020-07-02 15:13:59,770 - mmaction - INFO - Epoch [177][100/940] lr: 8.889e-02, eta: 9:24:20, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3357, loss: 2.3357 2020-07-02 15:14:08,564 - mmaction - INFO - Epoch [177][120/940] lr: 8.889e-02, eta: 9:24:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4279, loss: 2.4279 2020-07-02 15:14:17,342 - mmaction - INFO - Epoch [177][140/940] lr: 8.889e-02, eta: 9:24:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3394, loss: 2.3394 2020-07-02 15:14:26,553 - mmaction - INFO - Epoch [177][160/940] lr: 8.889e-02, eta: 9:23:53, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.4657, loss: 2.4657 2020-07-02 15:14:35,438 - mmaction - INFO - Epoch [177][180/940] lr: 8.889e-02, eta: 9:23:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5046, loss: 2.5046 2020-07-02 15:14:44,612 - mmaction - INFO - Epoch [177][200/940] lr: 8.889e-02, eta: 9:23:35, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6719, loss_cls: 2.4835, loss: 2.4835 2020-07-02 15:14:53,395 - mmaction - INFO - Epoch [177][220/940] lr: 8.889e-02, eta: 9:23:26, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6625, loss_cls: 2.4588, loss: 2.4588 2020-07-02 15:15:02,170 - mmaction - INFO - Epoch [177][240/940] lr: 8.889e-02, eta: 9:23:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.4108, loss: 2.4108 2020-07-02 15:15:10,902 - mmaction - INFO - Epoch [177][260/940] lr: 8.889e-02, eta: 9:23:08, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3045, loss: 2.3045 2020-07-02 15:15:19,673 - mmaction - INFO - Epoch [177][280/940] lr: 8.889e-02, eta: 9:22:59, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6719, loss_cls: 2.4994, loss: 2.4994 2020-07-02 15:15:28,392 - mmaction - INFO - Epoch [177][300/940] lr: 8.889e-02, eta: 9:22:50, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.5597, loss: 2.5597 2020-07-02 15:15:37,083 - mmaction - INFO - Epoch [177][320/940] lr: 8.889e-02, eta: 9:22:40, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6625, loss_cls: 2.6293, loss: 2.6293 2020-07-02 15:15:46,291 - mmaction - INFO - Epoch [177][340/940] lr: 8.889e-02, eta: 9:22:31, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.4562, loss: 2.4562 2020-07-02 15:15:55,432 - mmaction - INFO - Epoch [177][360/940] lr: 8.889e-02, eta: 9:22:23, time: 0.458, data_time: 0.012, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4194, loss: 2.4194 2020-07-02 15:16:04,757 - mmaction - INFO - Epoch [177][380/940] lr: 8.889e-02, eta: 9:22:14, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8567, loss: 2.8567 2020-07-02 15:16:13,563 - mmaction - INFO - Epoch [177][400/940] lr: 8.889e-02, eta: 9:22:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3383, loss: 2.3383 2020-07-02 15:16:22,726 - mmaction - INFO - Epoch [177][420/940] lr: 8.889e-02, eta: 9:21:56, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.4135, loss: 2.4135 2020-07-02 15:16:31,956 - mmaction - INFO - Epoch [177][440/940] lr: 8.889e-02, eta: 9:21:47, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7125, loss_cls: 2.1702, loss: 2.1702 2020-07-02 15:16:40,676 - mmaction - INFO - Epoch [177][460/940] lr: 8.889e-02, eta: 9:21:38, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4876, loss: 2.4876 2020-07-02 15:16:49,412 - mmaction - INFO - Epoch [177][480/940] lr: 8.889e-02, eta: 9:21:28, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4042, loss: 2.4042 2020-07-02 15:16:58,143 - mmaction - INFO - Epoch [177][500/940] lr: 8.889e-02, eta: 9:21:19, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.5391, loss: 2.5391 2020-07-02 15:17:07,254 - mmaction - INFO - Epoch [177][520/940] lr: 8.889e-02, eta: 9:21:10, time: 0.455, data_time: 0.017, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.4982, loss: 2.4982 2020-07-02 15:17:16,125 - mmaction - INFO - Epoch [177][540/940] lr: 8.889e-02, eta: 9:21:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.4964, loss: 2.4964 2020-07-02 15:17:24,875 - mmaction - INFO - Epoch [177][560/940] lr: 8.889e-02, eta: 9:20:52, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.4724, loss: 2.4724 2020-07-02 15:17:34,135 - mmaction - INFO - Epoch [177][580/940] lr: 8.889e-02, eta: 9:20:43, time: 0.464, data_time: 0.007, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4018, loss: 2.4018 2020-07-02 15:17:43,146 - mmaction - INFO - Epoch [177][600/940] lr: 8.889e-02, eta: 9:20:34, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6750, loss_cls: 2.4357, loss: 2.4357 2020-07-02 15:17:52,323 - mmaction - INFO - Epoch [177][620/940] lr: 8.889e-02, eta: 9:20:25, time: 0.460, data_time: 0.013, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.6338, loss: 2.6338 2020-07-02 15:18:01,305 - mmaction - INFO - Epoch [177][640/940] lr: 8.889e-02, eta: 9:20:16, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.6348, loss: 2.6348 2020-07-02 15:18:10,676 - mmaction - INFO - Epoch [177][660/940] lr: 8.889e-02, eta: 9:20:07, time: 0.476, data_time: 0.018, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5333, loss: 2.5333 2020-07-02 15:18:19,448 - mmaction - INFO - Epoch [177][680/940] lr: 8.889e-02, eta: 9:19:58, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.2495, loss: 2.2495 2020-07-02 15:18:28,819 - mmaction - INFO - Epoch [177][700/940] lr: 8.889e-02, eta: 9:19:49, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.3973, loss: 2.3973 2020-07-02 15:18:38,005 - mmaction - INFO - Epoch [177][720/940] lr: 8.889e-02, eta: 9:19:40, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.5987, loss: 2.5987 2020-07-02 15:18:46,700 - mmaction - INFO - Epoch [177][740/940] lr: 8.889e-02, eta: 9:19:31, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5250, loss: 2.5250 2020-07-02 15:18:55,552 - mmaction - INFO - Epoch [177][760/940] lr: 8.889e-02, eta: 9:19:22, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6531, loss_cls: 2.6446, loss: 2.6446 2020-07-02 15:19:04,282 - mmaction - INFO - Epoch [177][780/940] lr: 8.889e-02, eta: 9:19:13, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6781, loss_cls: 2.6600, loss: 2.6600 2020-07-02 15:19:14,410 - mmaction - INFO - Epoch [177][800/940] lr: 8.889e-02, eta: 9:19:04, time: 0.506, data_time: 0.016, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5108, loss: 2.5108 2020-07-02 15:19:23,097 - mmaction - INFO - Epoch [177][820/940] lr: 8.889e-02, eta: 9:18:55, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5219, loss: 2.5219 2020-07-02 15:19:32,452 - mmaction - INFO - Epoch [177][840/940] lr: 8.889e-02, eta: 9:18:46, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6772, loss: 2.6772 2020-07-02 15:19:41,688 - mmaction - INFO - Epoch [177][860/940] lr: 8.889e-02, eta: 9:18:37, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5634, loss: 2.5634 2020-07-02 15:19:50,382 - mmaction - INFO - Epoch [177][880/940] lr: 8.889e-02, eta: 9:18:28, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.6494, loss: 2.6494 2020-07-02 15:19:59,125 - mmaction - INFO - Epoch [177][900/940] lr: 8.889e-02, eta: 9:18:19, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.5293, loss: 2.5293 2020-07-02 15:20:08,383 - mmaction - INFO - Epoch [177][920/940] lr: 8.889e-02, eta: 9:18:10, time: 0.463, data_time: 0.005, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.4185, loss: 2.4185 2020-07-02 15:20:16,795 - mmaction - INFO - Epoch [177][940/940] lr: 8.889e-02, eta: 9:18:01, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.4545, top5_acc: 0.6786, loss_cls: 2.5616, loss: 2.5616 2020-07-02 15:20:32,863 - mmaction - INFO - Epoch [178][20/940] lr: 8.685e-02, eta: 9:17:55, time: 0.787, data_time: 0.302, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4636, loss: 2.4636 2020-07-02 15:20:41,552 - mmaction - INFO - Epoch [178][40/940] lr: 8.685e-02, eta: 9:17:46, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6906, loss_cls: 2.6026, loss: 2.6026 2020-07-02 15:20:50,355 - mmaction - INFO - Epoch [178][60/940] lr: 8.685e-02, eta: 9:17:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4769, loss: 2.4769 2020-07-02 15:20:59,103 - mmaction - INFO - Epoch [178][80/940] lr: 8.685e-02, eta: 9:17:28, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.4282, loss: 2.4282 2020-07-02 15:21:07,858 - mmaction - INFO - Epoch [178][100/940] lr: 8.685e-02, eta: 9:17:18, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.5152, loss: 2.5152 2020-07-02 15:21:17,042 - mmaction - INFO - Epoch [178][120/940] lr: 8.685e-02, eta: 9:17:09, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.5067, loss: 2.5067 2020-07-02 15:21:25,872 - mmaction - INFO - Epoch [178][140/940] lr: 8.685e-02, eta: 9:17:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.5145, loss: 2.5145 2020-07-02 15:21:34,589 - mmaction - INFO - Epoch [178][160/940] lr: 8.685e-02, eta: 9:16:51, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1979, loss: 2.1979 2020-07-02 15:21:43,354 - mmaction - INFO - Epoch [178][180/940] lr: 8.685e-02, eta: 9:16:42, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4545, loss: 2.4545 2020-07-02 15:21:52,161 - mmaction - INFO - Epoch [178][200/940] lr: 8.685e-02, eta: 9:16:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.4174, loss: 2.4174 2020-07-02 15:22:00,894 - mmaction - INFO - Epoch [178][220/940] lr: 8.685e-02, eta: 9:16:24, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4415, loss: 2.4415 2020-07-02 15:22:10,316 - mmaction - INFO - Epoch [178][240/940] lr: 8.685e-02, eta: 9:16:15, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.5439, loss: 2.5439 2020-07-02 15:22:19,057 - mmaction - INFO - Epoch [178][260/940] lr: 8.685e-02, eta: 9:16:06, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.4370, loss: 2.4370 2020-07-02 15:22:28,301 - mmaction - INFO - Epoch [178][280/940] lr: 8.685e-02, eta: 9:15:57, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4356, loss: 2.4356 2020-07-02 15:22:37,641 - mmaction - INFO - Epoch [178][300/940] lr: 8.685e-02, eta: 9:15:48, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4037, loss: 2.4037 2020-07-02 15:22:46,426 - mmaction - INFO - Epoch [178][320/940] lr: 8.685e-02, eta: 9:15:39, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5576, loss: 2.5576 2020-07-02 15:22:55,288 - mmaction - INFO - Epoch [178][340/940] lr: 8.685e-02, eta: 9:15:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5232, loss: 2.5232 2020-07-02 15:23:03,974 - mmaction - INFO - Epoch [178][360/940] lr: 8.685e-02, eta: 9:15:21, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.5311, loss: 2.5311 2020-07-02 15:23:12,583 - mmaction - INFO - Epoch [178][380/940] lr: 8.685e-02, eta: 9:15:11, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6661, loss: 2.6661 2020-07-02 15:23:21,436 - mmaction - INFO - Epoch [178][400/940] lr: 8.685e-02, eta: 9:15:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5805, loss: 2.5805 2020-07-02 15:23:30,807 - mmaction - INFO - Epoch [178][420/940] lr: 8.685e-02, eta: 9:14:53, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1830, loss: 2.1830 2020-07-02 15:23:39,546 - mmaction - INFO - Epoch [178][440/940] lr: 8.685e-02, eta: 9:14:44, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.4388, loss: 2.4388 2020-07-02 15:23:48,643 - mmaction - INFO - Epoch [178][460/940] lr: 8.685e-02, eta: 9:14:35, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.2669, loss: 2.2669 2020-07-02 15:23:57,390 - mmaction - INFO - Epoch [178][480/940] lr: 8.685e-02, eta: 9:14:26, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.3298, loss: 2.3298 2020-07-02 15:24:06,613 - mmaction - INFO - Epoch [178][500/940] lr: 8.685e-02, eta: 9:14:17, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4023, loss: 2.4023 2020-07-02 15:24:15,873 - mmaction - INFO - Epoch [178][520/940] lr: 8.685e-02, eta: 9:14:08, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5022, loss: 2.5022 2020-07-02 15:24:24,557 - mmaction - INFO - Epoch [178][540/940] lr: 8.685e-02, eta: 9:13:59, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.5742, loss: 2.5742 2020-07-02 15:24:33,287 - mmaction - INFO - Epoch [178][560/940] lr: 8.685e-02, eta: 9:13:50, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3884, loss: 2.3884 2020-07-02 15:24:42,005 - mmaction - INFO - Epoch [178][580/940] lr: 8.685e-02, eta: 9:13:41, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3463, loss: 2.3463 2020-07-02 15:24:50,781 - mmaction - INFO - Epoch [178][600/940] lr: 8.685e-02, eta: 9:13:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4770, loss: 2.4770 2020-07-02 15:24:59,502 - mmaction - INFO - Epoch [178][620/940] lr: 8.685e-02, eta: 9:13:23, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6969, loss_cls: 2.2843, loss: 2.2843 2020-07-02 15:25:08,353 - mmaction - INFO - Epoch [178][640/940] lr: 8.685e-02, eta: 9:13:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.4993, loss: 2.4993 2020-07-02 15:25:17,091 - mmaction - INFO - Epoch [178][660/940] lr: 8.685e-02, eta: 9:13:04, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5048, loss: 2.5048 2020-07-02 15:25:25,861 - mmaction - INFO - Epoch [178][680/940] lr: 8.685e-02, eta: 9:12:55, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7188, loss_cls: 2.4481, loss: 2.4481 2020-07-02 15:25:34,547 - mmaction - INFO - Epoch [178][700/940] lr: 8.685e-02, eta: 9:12:46, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4103, loss: 2.4103 2020-07-02 15:25:43,231 - mmaction - INFO - Epoch [178][720/940] lr: 8.685e-02, eta: 9:12:37, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5703, loss: 2.5703 2020-07-02 15:25:53,266 - mmaction - INFO - Epoch [178][740/940] lr: 8.685e-02, eta: 9:12:28, time: 0.502, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.3954, loss: 2.3954 2020-07-02 15:26:01,957 - mmaction - INFO - Epoch [178][760/940] lr: 8.685e-02, eta: 9:12:19, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.4863, loss: 2.4863 2020-07-02 15:26:10,727 - mmaction - INFO - Epoch [178][780/940] lr: 8.685e-02, eta: 9:12:10, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4760, loss: 2.4760 2020-07-02 15:26:19,449 - mmaction - INFO - Epoch [178][800/940] lr: 8.685e-02, eta: 9:12:01, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3183, loss: 2.3183 2020-07-02 15:26:28,165 - mmaction - INFO - Epoch [178][820/940] lr: 8.685e-02, eta: 9:11:52, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6562, loss_cls: 2.6761, loss: 2.6761 2020-07-02 15:26:37,330 - mmaction - INFO - Epoch [178][840/940] lr: 8.685e-02, eta: 9:11:43, time: 0.458, data_time: 0.025, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4373, loss: 2.4373 2020-07-02 15:26:46,085 - mmaction - INFO - Epoch [178][860/940] lr: 8.685e-02, eta: 9:11:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.3929, loss: 2.3929 2020-07-02 15:26:55,375 - mmaction - INFO - Epoch [178][880/940] lr: 8.685e-02, eta: 9:11:25, time: 0.465, data_time: 0.022, memory: 6328, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.5669, loss: 2.5669 2020-07-02 15:27:04,056 - mmaction - INFO - Epoch [178][900/940] lr: 8.685e-02, eta: 9:11:16, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.4158, loss: 2.4158 2020-07-02 15:27:12,852 - mmaction - INFO - Epoch [178][920/940] lr: 8.685e-02, eta: 9:11:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6500, loss_cls: 2.6190, loss: 2.6190 2020-07-02 15:27:21,241 - mmaction - INFO - Epoch [178][940/940] lr: 8.685e-02, eta: 9:10:57, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.4383, top5_acc: 0.7045, loss_cls: 2.3419, loss: 2.3419 2020-07-02 15:27:35,917 - mmaction - INFO - Epoch [179][20/940] lr: 8.484e-02, eta: 9:10:51, time: 0.715, data_time: 0.272, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6535, loss: 2.6535 2020-07-02 15:27:45,304 - mmaction - INFO - Epoch [179][40/940] lr: 8.484e-02, eta: 9:10:42, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.5527, loss: 2.5527 2020-07-02 15:27:54,080 - mmaction - INFO - Epoch [179][60/940] lr: 8.484e-02, eta: 9:10:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6719, loss_cls: 2.5160, loss: 2.5160 2020-07-02 15:28:03,347 - mmaction - INFO - Epoch [179][80/940] lr: 8.484e-02, eta: 9:10:24, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6312, loss_cls: 2.7026, loss: 2.7026 2020-07-02 15:28:12,044 - mmaction - INFO - Epoch [179][100/940] lr: 8.484e-02, eta: 9:10:15, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3613, loss: 2.3613 2020-07-02 15:28:20,826 - mmaction - INFO - Epoch [179][120/940] lr: 8.484e-02, eta: 9:10:05, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.4740, loss: 2.4740 2020-07-02 15:28:29,589 - mmaction - INFO - Epoch [179][140/940] lr: 8.484e-02, eta: 9:09:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2896, loss: 2.2896 2020-07-02 15:28:38,342 - mmaction - INFO - Epoch [179][160/940] lr: 8.484e-02, eta: 9:09:47, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3297, loss: 2.3297 2020-07-02 15:28:47,033 - mmaction - INFO - Epoch [179][180/940] lr: 8.484e-02, eta: 9:09:38, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3561, loss: 2.3561 2020-07-02 15:28:55,665 - mmaction - INFO - Epoch [179][200/940] lr: 8.484e-02, eta: 9:09:29, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.7438, loss_cls: 2.3428, loss: 2.3428 2020-07-02 15:29:04,351 - mmaction - INFO - Epoch [179][220/940] lr: 8.484e-02, eta: 9:09:20, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6594, loss_cls: 2.4905, loss: 2.4905 2020-07-02 15:29:13,348 - mmaction - INFO - Epoch [179][240/940] lr: 8.484e-02, eta: 9:09:11, time: 0.449, data_time: 0.015, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4088, loss: 2.4088 2020-07-02 15:29:22,082 - mmaction - INFO - Epoch [179][260/940] lr: 8.484e-02, eta: 9:09:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.3340, loss: 2.3340 2020-07-02 15:29:30,788 - mmaction - INFO - Epoch [179][280/940] lr: 8.484e-02, eta: 9:08:52, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5529, loss: 2.5529 2020-07-02 15:29:40,092 - mmaction - INFO - Epoch [179][300/940] lr: 8.484e-02, eta: 9:08:43, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.3359, loss: 2.3359 2020-07-02 15:29:48,759 - mmaction - INFO - Epoch [179][320/940] lr: 8.484e-02, eta: 9:08:34, time: 0.436, data_time: 0.004, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7283, loss: 2.7283 2020-07-02 15:29:58,454 - mmaction - INFO - Epoch [179][340/940] lr: 8.484e-02, eta: 9:08:26, time: 0.484, data_time: 0.003, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6092, loss: 2.6092 2020-07-02 15:30:07,145 - mmaction - INFO - Epoch [179][360/940] lr: 8.484e-02, eta: 9:08:16, time: 0.436, data_time: 0.004, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4047, loss: 2.4047 2020-07-02 15:30:16,591 - mmaction - INFO - Epoch [179][380/940] lr: 8.484e-02, eta: 9:08:07, time: 0.463, data_time: 0.000, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6438, loss_cls: 2.5828, loss: 2.5828 2020-07-02 15:30:25,319 - mmaction - INFO - Epoch [179][400/940] lr: 8.484e-02, eta: 9:07:58, time: 0.444, data_time: 0.010, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.5568, loss: 2.5568 2020-07-02 15:30:34,583 - mmaction - INFO - Epoch [179][420/940] lr: 8.484e-02, eta: 9:07:49, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4285, loss: 2.4285 2020-07-02 15:30:43,388 - mmaction - INFO - Epoch [179][440/940] lr: 8.484e-02, eta: 9:07:40, time: 0.441, data_time: 0.005, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3676, loss: 2.3676 2020-07-02 15:30:52,664 - mmaction - INFO - Epoch [179][460/940] lr: 8.484e-02, eta: 9:07:31, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5537, loss: 2.5537 2020-07-02 15:31:01,496 - mmaction - INFO - Epoch [179][480/940] lr: 8.484e-02, eta: 9:07:22, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6719, loss_cls: 2.5068, loss: 2.5068 2020-07-02 15:31:10,266 - mmaction - INFO - Epoch [179][500/940] lr: 8.484e-02, eta: 9:07:13, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.1821, loss: 2.1821 2020-07-02 15:31:19,367 - mmaction - INFO - Epoch [179][520/940] lr: 8.484e-02, eta: 9:07:04, time: 0.453, data_time: 0.021, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3986, loss: 2.3986 2020-07-02 15:31:28,067 - mmaction - INFO - Epoch [179][540/940] lr: 8.484e-02, eta: 9:06:55, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.4491, loss: 2.4491 2020-07-02 15:31:37,280 - mmaction - INFO - Epoch [179][560/940] lr: 8.484e-02, eta: 9:06:46, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.5512, loss: 2.5512 2020-07-02 15:31:46,531 - mmaction - INFO - Epoch [179][580/940] lr: 8.484e-02, eta: 9:06:37, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5585, loss: 2.5585 2020-07-02 15:31:55,860 - mmaction - INFO - Epoch [179][600/940] lr: 8.484e-02, eta: 9:06:28, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6781, loss_cls: 2.4248, loss: 2.4248 2020-07-02 15:32:04,565 - mmaction - INFO - Epoch [179][620/940] lr: 8.484e-02, eta: 9:06:19, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.3742, loss: 2.3742 2020-07-02 15:32:13,895 - mmaction - INFO - Epoch [179][640/940] lr: 8.484e-02, eta: 9:06:10, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.5593, loss: 2.5593 2020-07-02 15:32:22,581 - mmaction - INFO - Epoch [179][660/940] lr: 8.484e-02, eta: 9:06:01, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.5142, loss: 2.5142 2020-07-02 15:32:31,739 - mmaction - INFO - Epoch [179][680/940] lr: 8.484e-02, eta: 9:05:52, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5547, loss: 2.5547 2020-07-02 15:32:40,524 - mmaction - INFO - Epoch [179][700/940] lr: 8.484e-02, eta: 9:05:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6906, loss_cls: 2.3850, loss: 2.3850 2020-07-02 15:32:49,168 - mmaction - INFO - Epoch [179][720/940] lr: 8.484e-02, eta: 9:05:34, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7828, loss: 2.7828 2020-07-02 15:32:58,370 - mmaction - INFO - Epoch [179][740/940] lr: 8.484e-02, eta: 9:05:25, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6344, loss_cls: 2.5782, loss: 2.5782 2020-07-02 15:33:07,543 - mmaction - INFO - Epoch [179][760/940] lr: 8.484e-02, eta: 9:05:16, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.5031, loss: 2.5031 2020-07-02 15:33:16,407 - mmaction - INFO - Epoch [179][780/940] lr: 8.484e-02, eta: 9:05:07, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6469, loss_cls: 2.5411, loss: 2.5411 2020-07-02 15:33:25,066 - mmaction - INFO - Epoch [179][800/940] lr: 8.484e-02, eta: 9:04:58, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.4422, loss: 2.4422 2020-07-02 15:33:33,828 - mmaction - INFO - Epoch [179][820/940] lr: 8.484e-02, eta: 9:04:49, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4084, loss: 2.4084 2020-07-02 15:33:42,565 - mmaction - INFO - Epoch [179][840/940] lr: 8.484e-02, eta: 9:04:40, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3430, loss: 2.3430 2020-07-02 15:33:51,253 - mmaction - INFO - Epoch [179][860/940] lr: 8.484e-02, eta: 9:04:30, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3633, loss: 2.3633 2020-07-02 15:33:59,971 - mmaction - INFO - Epoch [179][880/940] lr: 8.484e-02, eta: 9:04:21, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2797, loss: 2.2797 2020-07-02 15:34:09,377 - mmaction - INFO - Epoch [179][900/940] lr: 8.484e-02, eta: 9:04:12, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.5123, loss: 2.5123 2020-07-02 15:34:18,643 - mmaction - INFO - Epoch [179][920/940] lr: 8.484e-02, eta: 9:04:03, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.4881, loss: 2.4881 2020-07-02 15:34:27,034 - mmaction - INFO - Epoch [179][940/940] lr: 8.484e-02, eta: 9:03:54, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.4643, top5_acc: 0.6786, loss_cls: 2.4445, loss: 2.4445 2020-07-02 15:34:42,635 - mmaction - INFO - Epoch [180][20/940] lr: 8.284e-02, eta: 9:03:48, time: 0.761, data_time: 0.310, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5109, loss: 2.5109 2020-07-02 15:34:51,341 - mmaction - INFO - Epoch [180][40/940] lr: 8.284e-02, eta: 9:03:39, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3714, loss: 2.3714 2020-07-02 15:35:00,089 - mmaction - INFO - Epoch [180][60/940] lr: 8.284e-02, eta: 9:03:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6287, loss: 2.6287 2020-07-02 15:35:08,781 - mmaction - INFO - Epoch [180][80/940] lr: 8.284e-02, eta: 9:03:20, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5203, loss: 2.5203 2020-07-02 15:35:17,471 - mmaction - INFO - Epoch [180][100/940] lr: 8.284e-02, eta: 9:03:11, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4702, loss: 2.4702 2020-07-02 15:35:27,061 - mmaction - INFO - Epoch [180][120/940] lr: 8.284e-02, eta: 9:03:02, time: 0.479, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6406, loss_cls: 2.6419, loss: 2.6419 2020-07-02 15:35:35,812 - mmaction - INFO - Epoch [180][140/940] lr: 8.284e-02, eta: 9:02:53, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4258, loss: 2.4258 2020-07-02 15:35:45,042 - mmaction - INFO - Epoch [180][160/940] lr: 8.284e-02, eta: 9:02:44, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6531, loss_cls: 2.5562, loss: 2.5562 2020-07-02 15:35:54,218 - mmaction - INFO - Epoch [180][180/940] lr: 8.284e-02, eta: 9:02:35, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5660, loss: 2.5660 2020-07-02 15:36:03,525 - mmaction - INFO - Epoch [180][200/940] lr: 8.284e-02, eta: 9:02:27, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4525, loss: 2.4525 2020-07-02 15:36:12,221 - mmaction - INFO - Epoch [180][220/940] lr: 8.284e-02, eta: 9:02:17, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4322, loss: 2.4322 2020-07-02 15:36:21,416 - mmaction - INFO - Epoch [180][240/940] lr: 8.284e-02, eta: 9:02:08, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.6241, loss: 2.6241 2020-07-02 15:36:30,161 - mmaction - INFO - Epoch [180][260/940] lr: 8.284e-02, eta: 9:01:59, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2182, loss: 2.2182 2020-07-02 15:36:38,946 - mmaction - INFO - Epoch [180][280/940] lr: 8.284e-02, eta: 9:01:50, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.6508, loss: 2.6508 2020-07-02 15:36:47,661 - mmaction - INFO - Epoch [180][300/940] lr: 8.284e-02, eta: 9:01:41, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2782, loss: 2.2782 2020-07-02 15:36:56,401 - mmaction - INFO - Epoch [180][320/940] lr: 8.284e-02, eta: 9:01:32, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6900, loss: 2.6900 2020-07-02 15:37:05,121 - mmaction - INFO - Epoch [180][340/940] lr: 8.284e-02, eta: 9:01:23, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.2826, loss: 2.2826 2020-07-02 15:37:13,809 - mmaction - INFO - Epoch [180][360/940] lr: 8.284e-02, eta: 9:01:14, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5732, loss: 2.5732 2020-07-02 15:37:22,515 - mmaction - INFO - Epoch [180][380/940] lr: 8.284e-02, eta: 9:01:04, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6469, loss_cls: 2.6738, loss: 2.6738 2020-07-02 15:37:31,361 - mmaction - INFO - Epoch [180][400/940] lr: 8.284e-02, eta: 9:00:55, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4559, loss: 2.4559 2020-07-02 15:37:40,094 - mmaction - INFO - Epoch [180][420/940] lr: 8.284e-02, eta: 9:00:46, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7191, loss: 2.7191 2020-07-02 15:37:49,378 - mmaction - INFO - Epoch [180][440/940] lr: 8.284e-02, eta: 9:00:37, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.5925, loss: 2.5925 2020-07-02 15:37:58,113 - mmaction - INFO - Epoch [180][460/940] lr: 8.284e-02, eta: 9:00:28, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5058, loss: 2.5058 2020-07-02 15:38:07,676 - mmaction - INFO - Epoch [180][480/940] lr: 8.284e-02, eta: 9:00:19, time: 0.479, data_time: 0.021, memory: 6328, top1_acc: 0.3531, top5_acc: 0.6625, loss_cls: 2.6152, loss: 2.6152 2020-07-02 15:38:16,415 - mmaction - INFO - Epoch [180][500/940] lr: 8.284e-02, eta: 9:00:10, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6594, loss_cls: 2.4382, loss: 2.4382 2020-07-02 15:38:26,423 - mmaction - INFO - Epoch [180][520/940] lr: 8.284e-02, eta: 9:00:02, time: 0.501, data_time: 0.014, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3677, loss: 2.3677 2020-07-02 15:38:35,094 - mmaction - INFO - Epoch [180][540/940] lr: 8.284e-02, eta: 8:59:52, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.4844, loss: 2.4844 2020-07-02 15:38:43,719 - mmaction - INFO - Epoch [180][560/940] lr: 8.284e-02, eta: 8:59:43, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.3571, loss: 2.3571 2020-07-02 15:38:52,469 - mmaction - INFO - Epoch [180][580/940] lr: 8.284e-02, eta: 8:59:34, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.7156, loss_cls: 2.5060, loss: 2.5060 2020-07-02 15:39:01,205 - mmaction - INFO - Epoch [180][600/940] lr: 8.284e-02, eta: 8:59:25, time: 0.438, data_time: 0.004, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.4853, loss: 2.4853 2020-07-02 15:39:09,946 - mmaction - INFO - Epoch [180][620/940] lr: 8.284e-02, eta: 8:59:16, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.4830, loss: 2.4830 2020-07-02 15:39:19,217 - mmaction - INFO - Epoch [180][640/940] lr: 8.284e-02, eta: 8:59:07, time: 0.464, data_time: 0.003, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.5674, loss: 2.5674 2020-07-02 15:39:27,948 - mmaction - INFO - Epoch [180][660/940] lr: 8.284e-02, eta: 8:58:58, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4227, loss: 2.4227 2020-07-02 15:39:36,692 - mmaction - INFO - Epoch [180][680/940] lr: 8.284e-02, eta: 8:58:49, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6562, loss_cls: 2.6226, loss: 2.6226 2020-07-02 15:39:45,348 - mmaction - INFO - Epoch [180][700/940] lr: 8.284e-02, eta: 8:58:40, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.6164, loss: 2.6164 2020-07-02 15:39:54,566 - mmaction - INFO - Epoch [180][720/940] lr: 8.284e-02, eta: 8:58:31, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4297, loss: 2.4297 2020-07-02 15:40:03,291 - mmaction - INFO - Epoch [180][740/940] lr: 8.284e-02, eta: 8:58:21, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4685, loss: 2.4685 2020-07-02 15:40:11,941 - mmaction - INFO - Epoch [180][760/940] lr: 8.284e-02, eta: 8:58:12, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6750, loss_cls: 2.4609, loss: 2.4609 2020-07-02 15:40:20,823 - mmaction - INFO - Epoch [180][780/940] lr: 8.284e-02, eta: 8:58:03, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3485, loss: 2.3485 2020-07-02 15:40:29,576 - mmaction - INFO - Epoch [180][800/940] lr: 8.284e-02, eta: 8:57:54, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.4475, loss: 2.4475 2020-07-02 15:40:38,321 - mmaction - INFO - Epoch [180][820/940] lr: 8.284e-02, eta: 8:57:45, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7338, loss: 2.7338 2020-07-02 15:40:46,989 - mmaction - INFO - Epoch [180][840/940] lr: 8.284e-02, eta: 8:57:36, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3962, loss: 2.3962 2020-07-02 15:40:55,609 - mmaction - INFO - Epoch [180][860/940] lr: 8.284e-02, eta: 8:57:27, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6844, loss_cls: 2.4220, loss: 2.4220 2020-07-02 15:41:04,441 - mmaction - INFO - Epoch [180][880/940] lr: 8.284e-02, eta: 8:57:17, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3319, loss: 2.3319 2020-07-02 15:41:13,098 - mmaction - INFO - Epoch [180][900/940] lr: 8.284e-02, eta: 8:57:08, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.7053, loss: 2.7053 2020-07-02 15:41:21,891 - mmaction - INFO - Epoch [180][920/940] lr: 8.284e-02, eta: 8:56:59, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.5910, loss: 2.5910 2020-07-02 15:41:30,260 - mmaction - INFO - Epoch [180][940/940] lr: 8.284e-02, eta: 8:56:50, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.4935, top5_acc: 0.7110, loss_cls: 2.3535, loss: 2.3535 2020-07-02 15:41:30,605 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-07-02 15:41:47,993 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 15:41:48,866 - mmaction - INFO - top1_acc 0.5011 top5_acc 0.7559 2020-07-02 15:41:48,866 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 15:41:48,924 - mmaction - INFO - mean_acc 0.5010 2020-07-02 15:41:48,933 - mmaction - INFO - Epoch [180][940/940] lr: 8.284e-02, top1_acc: 0.5011, top5_acc: 0.7559, mean_class_accuracy: 0.5010 2020-07-02 15:42:01,666 - mmaction - INFO - Epoch [181][20/940] lr: 8.086e-02, eta: 8:56:42, time: 0.636, data_time: 0.199, memory: 6328, top1_acc: 0.4125, top5_acc: 0.7250, loss_cls: 2.4579, loss: 2.4579 2020-07-02 15:42:10,998 - mmaction - INFO - Epoch [181][40/940] lr: 8.086e-02, eta: 8:56:34, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.4200, loss: 2.4200 2020-07-02 15:42:19,722 - mmaction - INFO - Epoch [181][60/940] lr: 8.086e-02, eta: 8:56:24, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5847, loss: 2.5847 2020-07-02 15:42:28,497 - mmaction - INFO - Epoch [181][80/940] lr: 8.086e-02, eta: 8:56:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3384, loss: 2.3384 2020-07-02 15:42:37,703 - mmaction - INFO - Epoch [181][100/940] lr: 8.086e-02, eta: 8:56:06, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.4177, loss: 2.4177 2020-07-02 15:42:46,431 - mmaction - INFO - Epoch [181][120/940] lr: 8.086e-02, eta: 8:55:57, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6531, loss_cls: 2.6270, loss: 2.6270 2020-07-02 15:42:55,342 - mmaction - INFO - Epoch [181][140/940] lr: 8.086e-02, eta: 8:55:48, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3263, loss: 2.3263 2020-07-02 15:43:04,110 - mmaction - INFO - Epoch [181][160/940] lr: 8.086e-02, eta: 8:55:39, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5193, loss: 2.5193 2020-07-02 15:43:12,953 - mmaction - INFO - Epoch [181][180/940] lr: 8.086e-02, eta: 8:55:30, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3384, loss: 2.3384 2020-07-02 15:43:21,639 - mmaction - INFO - Epoch [181][200/940] lr: 8.086e-02, eta: 8:55:21, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.7014, loss: 2.7014 2020-07-02 15:43:30,330 - mmaction - INFO - Epoch [181][220/940] lr: 8.086e-02, eta: 8:55:12, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4210, loss: 2.4210 2020-07-02 15:43:39,040 - mmaction - INFO - Epoch [181][240/940] lr: 8.086e-02, eta: 8:55:02, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4564, loss: 2.4564 2020-07-02 15:43:47,742 - mmaction - INFO - Epoch [181][260/940] lr: 8.086e-02, eta: 8:54:53, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6969, loss_cls: 2.3768, loss: 2.3768 2020-07-02 15:43:56,422 - mmaction - INFO - Epoch [181][280/940] lr: 8.086e-02, eta: 8:54:44, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3158, loss: 2.3158 2020-07-02 15:44:06,124 - mmaction - INFO - Epoch [181][300/940] lr: 8.086e-02, eta: 8:54:35, time: 0.485, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6969, loss_cls: 2.3064, loss: 2.3064 2020-07-02 15:44:14,879 - mmaction - INFO - Epoch [181][320/940] lr: 8.086e-02, eta: 8:54:26, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.6363, loss: 2.6363 2020-07-02 15:44:23,984 - mmaction - INFO - Epoch [181][340/940] lr: 8.086e-02, eta: 8:54:17, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5963, loss: 2.5963 2020-07-02 15:44:32,644 - mmaction - INFO - Epoch [181][360/940] lr: 8.086e-02, eta: 8:54:08, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3468, loss: 2.3468 2020-07-02 15:44:41,517 - mmaction - INFO - Epoch [181][380/940] lr: 8.086e-02, eta: 8:53:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.4929, loss: 2.4929 2020-07-02 15:44:50,357 - mmaction - INFO - Epoch [181][400/940] lr: 8.086e-02, eta: 8:53:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.4661, loss: 2.4661 2020-07-02 15:44:59,070 - mmaction - INFO - Epoch [181][420/940] lr: 8.086e-02, eta: 8:53:41, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4694, loss: 2.4694 2020-07-02 15:45:07,732 - mmaction - INFO - Epoch [181][440/940] lr: 8.086e-02, eta: 8:53:32, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5309, loss: 2.5309 2020-07-02 15:45:16,974 - mmaction - INFO - Epoch [181][460/940] lr: 8.086e-02, eta: 8:53:23, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6625, loss_cls: 2.5706, loss: 2.5706 2020-07-02 15:45:25,667 - mmaction - INFO - Epoch [181][480/940] lr: 8.086e-02, eta: 8:53:14, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5122, loss: 2.5122 2020-07-02 15:45:34,484 - mmaction - INFO - Epoch [181][500/940] lr: 8.086e-02, eta: 8:53:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7449, loss: 2.7449 2020-07-02 15:45:43,138 - mmaction - INFO - Epoch [181][520/940] lr: 8.086e-02, eta: 8:52:55, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.3364, loss: 2.3364 2020-07-02 15:45:51,906 - mmaction - INFO - Epoch [181][540/940] lr: 8.086e-02, eta: 8:52:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3566, loss: 2.3566 2020-07-02 15:46:00,664 - mmaction - INFO - Epoch [181][560/940] lr: 8.086e-02, eta: 8:52:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.7375, loss_cls: 2.4535, loss: 2.4535 2020-07-02 15:46:09,939 - mmaction - INFO - Epoch [181][580/940] lr: 8.086e-02, eta: 8:52:28, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4904, loss: 2.4904 2020-07-02 15:46:18,658 - mmaction - INFO - Epoch [181][600/940] lr: 8.086e-02, eta: 8:52:19, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3698, loss: 2.3698 2020-07-02 15:46:27,421 - mmaction - INFO - Epoch [181][620/940] lr: 8.086e-02, eta: 8:52:10, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6813, loss_cls: 2.4537, loss: 2.4537 2020-07-02 15:46:36,347 - mmaction - INFO - Epoch [181][640/940] lr: 8.086e-02, eta: 8:52:01, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4541, loss: 2.4541 2020-07-02 15:46:45,052 - mmaction - INFO - Epoch [181][660/940] lr: 8.086e-02, eta: 8:51:52, time: 0.435, data_time: 0.004, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4231, loss: 2.4231 2020-07-02 15:46:54,108 - mmaction - INFO - Epoch [181][680/940] lr: 8.086e-02, eta: 8:51:43, time: 0.453, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3623, loss: 2.3623 2020-07-02 15:47:02,769 - mmaction - INFO - Epoch [181][700/940] lr: 8.086e-02, eta: 8:51:34, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.7156, loss_cls: 2.4846, loss: 2.4846 2020-07-02 15:47:11,523 - mmaction - INFO - Epoch [181][720/940] lr: 8.086e-02, eta: 8:51:24, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6344, loss_cls: 2.6709, loss: 2.6709 2020-07-02 15:47:20,290 - mmaction - INFO - Epoch [181][740/940] lr: 8.086e-02, eta: 8:51:15, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.4716, loss: 2.4716 2020-07-02 15:47:29,074 - mmaction - INFO - Epoch [181][760/940] lr: 8.086e-02, eta: 8:51:06, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2891, loss: 2.2891 2020-07-02 15:47:37,738 - mmaction - INFO - Epoch [181][780/940] lr: 8.086e-02, eta: 8:50:57, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.6733, loss: 2.6733 2020-07-02 15:47:46,469 - mmaction - INFO - Epoch [181][800/940] lr: 8.086e-02, eta: 8:50:48, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6906, loss_cls: 2.2614, loss: 2.2614 2020-07-02 15:47:55,863 - mmaction - INFO - Epoch [181][820/940] lr: 8.086e-02, eta: 8:50:39, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.6256, loss: 2.6256 2020-07-02 15:48:04,483 - mmaction - INFO - Epoch [181][840/940] lr: 8.086e-02, eta: 8:50:30, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5229, loss: 2.5229 2020-07-02 15:48:13,685 - mmaction - INFO - Epoch [181][860/940] lr: 8.086e-02, eta: 8:50:21, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3031, loss: 2.3031 2020-07-02 15:48:22,552 - mmaction - INFO - Epoch [181][880/940] lr: 8.086e-02, eta: 8:50:12, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.5035, loss: 2.5035 2020-07-02 15:48:31,364 - mmaction - INFO - Epoch [181][900/940] lr: 8.086e-02, eta: 8:50:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3097, loss: 2.3097 2020-07-02 15:48:40,148 - mmaction - INFO - Epoch [181][920/940] lr: 8.086e-02, eta: 8:49:54, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.7125, loss_cls: 2.4749, loss: 2.4749 2020-07-02 15:48:48,853 - mmaction - INFO - Epoch [181][940/940] lr: 8.086e-02, eta: 8:49:44, time: 0.435, data_time: 0.020, memory: 6328, top1_acc: 0.4610, top5_acc: 0.6916, loss_cls: 2.4228, loss: 2.4228 2020-07-02 15:49:04,717 - mmaction - INFO - Epoch [182][20/940] lr: 7.890e-02, eta: 8:49:38, time: 0.776, data_time: 0.310, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.4298, loss: 2.4298 2020-07-02 15:49:13,448 - mmaction - INFO - Epoch [182][40/940] lr: 7.890e-02, eta: 8:49:29, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3989, loss: 2.3989 2020-07-02 15:49:22,243 - mmaction - INFO - Epoch [182][60/940] lr: 7.890e-02, eta: 8:49:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6781, loss_cls: 2.4834, loss: 2.4834 2020-07-02 15:49:31,144 - mmaction - INFO - Epoch [182][80/940] lr: 7.890e-02, eta: 8:49:11, time: 0.445, data_time: 0.011, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3990, loss: 2.3990 2020-07-02 15:49:40,048 - mmaction - INFO - Epoch [182][100/940] lr: 7.890e-02, eta: 8:49:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.4663, loss: 2.4663 2020-07-02 15:49:48,903 - mmaction - INFO - Epoch [182][120/940] lr: 7.890e-02, eta: 8:48:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6898, loss: 2.6898 2020-07-02 15:49:58,135 - mmaction - INFO - Epoch [182][140/940] lr: 7.890e-02, eta: 8:48:44, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4612, loss: 2.4612 2020-07-02 15:50:06,834 - mmaction - INFO - Epoch [182][160/940] lr: 7.890e-02, eta: 8:48:35, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6471, loss: 2.6471 2020-07-02 15:50:15,583 - mmaction - INFO - Epoch [182][180/940] lr: 7.890e-02, eta: 8:48:25, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.3110, loss: 2.3110 2020-07-02 15:50:24,858 - mmaction - INFO - Epoch [182][200/940] lr: 7.890e-02, eta: 8:48:17, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5433, loss: 2.5433 2020-07-02 15:50:33,581 - mmaction - INFO - Epoch [182][220/940] lr: 7.890e-02, eta: 8:48:07, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2479, loss: 2.2479 2020-07-02 15:50:42,345 - mmaction - INFO - Epoch [182][240/940] lr: 7.890e-02, eta: 8:47:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6562, loss_cls: 2.4422, loss: 2.4422 2020-07-02 15:50:51,054 - mmaction - INFO - Epoch [182][260/940] lr: 7.890e-02, eta: 8:47:49, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4331, loss: 2.4331 2020-07-02 15:50:59,802 - mmaction - INFO - Epoch [182][280/940] lr: 7.890e-02, eta: 8:47:40, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.3908, loss: 2.3908 2020-07-02 15:51:08,573 - mmaction - INFO - Epoch [182][300/940] lr: 7.890e-02, eta: 8:47:31, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3928, loss: 2.3928 2020-07-02 15:51:17,426 - mmaction - INFO - Epoch [182][320/940] lr: 7.890e-02, eta: 8:47:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3540, loss: 2.3540 2020-07-02 15:51:26,637 - mmaction - INFO - Epoch [182][340/940] lr: 7.890e-02, eta: 8:47:13, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3718, loss: 2.3718 2020-07-02 15:51:35,860 - mmaction - INFO - Epoch [182][360/940] lr: 7.890e-02, eta: 8:47:04, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4579, loss: 2.4579 2020-07-02 15:51:44,709 - mmaction - INFO - Epoch [182][380/940] lr: 7.890e-02, eta: 8:46:55, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.4715, loss: 2.4715 2020-07-02 15:51:53,494 - mmaction - INFO - Epoch [182][400/940] lr: 7.890e-02, eta: 8:46:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4351, loss: 2.4351 2020-07-02 15:52:02,309 - mmaction - INFO - Epoch [182][420/940] lr: 7.890e-02, eta: 8:46:37, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4065, loss: 2.4065 2020-07-02 15:52:11,501 - mmaction - INFO - Epoch [182][440/940] lr: 7.890e-02, eta: 8:46:28, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3591, loss: 2.3591 2020-07-02 15:52:20,262 - mmaction - INFO - Epoch [182][460/940] lr: 7.890e-02, eta: 8:46:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7094, loss_cls: 2.2465, loss: 2.2465 2020-07-02 15:52:30,033 - mmaction - INFO - Epoch [182][480/940] lr: 7.890e-02, eta: 8:46:10, time: 0.489, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5189, loss: 2.5189 2020-07-02 15:52:38,683 - mmaction - INFO - Epoch [182][500/940] lr: 7.890e-02, eta: 8:46:01, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6937, loss_cls: 2.3575, loss: 2.3575 2020-07-02 15:52:48,492 - mmaction - INFO - Epoch [182][520/940] lr: 7.890e-02, eta: 8:45:52, time: 0.490, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4692, loss: 2.4692 2020-07-02 15:52:57,225 - mmaction - INFO - Epoch [182][540/940] lr: 7.890e-02, eta: 8:45:43, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4107, loss: 2.4107 2020-07-02 15:53:06,354 - mmaction - INFO - Epoch [182][560/940] lr: 7.890e-02, eta: 8:45:34, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5246, loss: 2.5246 2020-07-02 15:53:15,130 - mmaction - INFO - Epoch [182][580/940] lr: 7.890e-02, eta: 8:45:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3138, loss: 2.3138 2020-07-02 15:53:24,362 - mmaction - INFO - Epoch [182][600/940] lr: 7.890e-02, eta: 8:45:16, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.4189, loss: 2.4189 2020-07-02 15:53:33,086 - mmaction - INFO - Epoch [182][620/940] lr: 7.890e-02, eta: 8:45:07, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.6938, loss: 2.6938 2020-07-02 15:53:42,269 - mmaction - INFO - Epoch [182][640/940] lr: 7.890e-02, eta: 8:44:58, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.5713, loss: 2.5713 2020-07-02 15:53:51,003 - mmaction - INFO - Epoch [182][660/940] lr: 7.890e-02, eta: 8:44:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.3656, top5_acc: 0.7000, loss_cls: 2.5339, loss: 2.5339 2020-07-02 15:53:59,816 - mmaction - INFO - Epoch [182][680/940] lr: 7.890e-02, eta: 8:44:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.5449, loss: 2.5449 2020-07-02 15:54:08,508 - mmaction - INFO - Epoch [182][700/940] lr: 7.890e-02, eta: 8:44:30, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4531, loss: 2.4531 2020-07-02 15:54:17,225 - mmaction - INFO - Epoch [182][720/940] lr: 7.890e-02, eta: 8:44:21, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4210, loss: 2.4210 2020-07-02 15:54:26,525 - mmaction - INFO - Epoch [182][740/940] lr: 7.890e-02, eta: 8:44:12, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6344, loss_cls: 2.6076, loss: 2.6076 2020-07-02 15:54:35,260 - mmaction - INFO - Epoch [182][760/940] lr: 7.890e-02, eta: 8:44:03, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.2183, loss: 2.2183 2020-07-02 15:54:44,036 - mmaction - INFO - Epoch [182][780/940] lr: 7.890e-02, eta: 8:43:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6328, loss: 2.6328 2020-07-02 15:54:52,827 - mmaction - INFO - Epoch [182][800/940] lr: 7.890e-02, eta: 8:43:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4839, loss: 2.4839 2020-07-02 15:55:01,521 - mmaction - INFO - Epoch [182][820/940] lr: 7.890e-02, eta: 8:43:36, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.1738, loss: 2.1738 2020-07-02 15:55:10,213 - mmaction - INFO - Epoch [182][840/940] lr: 7.890e-02, eta: 8:43:27, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4532, loss: 2.4532 2020-07-02 15:55:19,097 - mmaction - INFO - Epoch [182][860/940] lr: 7.890e-02, eta: 8:43:18, time: 0.445, data_time: 0.012, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6344, loss_cls: 2.6394, loss: 2.6394 2020-07-02 15:55:27,955 - mmaction - INFO - Epoch [182][880/940] lr: 7.890e-02, eta: 8:43:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.5984, loss: 2.5984 2020-07-02 15:55:36,571 - mmaction - INFO - Epoch [182][900/940] lr: 7.890e-02, eta: 8:42:59, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5535, loss: 2.5535 2020-07-02 15:55:45,369 - mmaction - INFO - Epoch [182][920/940] lr: 7.890e-02, eta: 8:42:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3837, loss: 2.3837 2020-07-02 15:55:53,705 - mmaction - INFO - Epoch [182][940/940] lr: 7.890e-02, eta: 8:42:41, time: 0.416, data_time: 0.000, memory: 6328, top1_acc: 0.4513, top5_acc: 0.6558, loss_cls: 2.5163, loss: 2.5163 2020-07-02 15:56:08,559 - mmaction - INFO - Epoch [183][20/940] lr: 7.695e-02, eta: 8:42:34, time: 0.726, data_time: 0.285, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6844, loss_cls: 2.3681, loss: 2.3681 2020-07-02 15:56:17,292 - mmaction - INFO - Epoch [183][40/940] lr: 7.695e-02, eta: 8:42:25, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6594, loss_cls: 2.3858, loss: 2.3858 2020-07-02 15:56:25,980 - mmaction - INFO - Epoch [183][60/940] lr: 7.695e-02, eta: 8:42:16, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2669, loss: 2.2669 2020-07-02 15:56:34,705 - mmaction - INFO - Epoch [183][80/940] lr: 7.695e-02, eta: 8:42:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6937, loss_cls: 2.4426, loss: 2.4426 2020-07-02 15:56:43,452 - mmaction - INFO - Epoch [183][100/940] lr: 7.695e-02, eta: 8:41:58, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3727, loss: 2.3727 2020-07-02 15:56:52,525 - mmaction - INFO - Epoch [183][120/940] lr: 7.695e-02, eta: 8:41:49, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.4215, loss: 2.4215 2020-07-02 15:57:01,385 - mmaction - INFO - Epoch [183][140/940] lr: 7.695e-02, eta: 8:41:40, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7063, loss_cls: 2.3791, loss: 2.3791 2020-07-02 15:57:10,616 - mmaction - INFO - Epoch [183][160/940] lr: 7.695e-02, eta: 8:41:31, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6937, loss_cls: 2.3891, loss: 2.3891 2020-07-02 15:57:19,434 - mmaction - INFO - Epoch [183][180/940] lr: 7.695e-02, eta: 8:41:22, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4651, loss: 2.4651 2020-07-02 15:57:28,273 - mmaction - INFO - Epoch [183][200/940] lr: 7.695e-02, eta: 8:41:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.3844, top5_acc: 0.6813, loss_cls: 2.5449, loss: 2.5449 2020-07-02 15:57:37,155 - mmaction - INFO - Epoch [183][220/940] lr: 7.695e-02, eta: 8:41:03, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4740, loss: 2.4740 2020-07-02 15:57:46,395 - mmaction - INFO - Epoch [183][240/940] lr: 7.695e-02, eta: 8:40:54, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1409, loss: 2.1409 2020-07-02 15:57:55,111 - mmaction - INFO - Epoch [183][260/940] lr: 7.695e-02, eta: 8:40:45, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3544, loss: 2.3544 2020-07-02 15:58:04,728 - mmaction - INFO - Epoch [183][280/940] lr: 7.695e-02, eta: 8:40:37, time: 0.482, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5319, loss: 2.5319 2020-07-02 15:58:13,559 - mmaction - INFO - Epoch [183][300/940] lr: 7.695e-02, eta: 8:40:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2583, loss: 2.2583 2020-07-02 15:58:22,370 - mmaction - INFO - Epoch [183][320/940] lr: 7.695e-02, eta: 8:40:18, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5053, loss: 2.5053 2020-07-02 15:58:31,051 - mmaction - INFO - Epoch [183][340/940] lr: 7.695e-02, eta: 8:40:09, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6250, loss_cls: 2.6010, loss: 2.6010 2020-07-02 15:58:40,179 - mmaction - INFO - Epoch [183][360/940] lr: 7.695e-02, eta: 8:40:00, time: 0.457, data_time: 0.003, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.4036, loss: 2.4036 2020-07-02 15:58:49,678 - mmaction - INFO - Epoch [183][380/940] lr: 7.695e-02, eta: 8:39:51, time: 0.475, data_time: 0.010, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2528, loss: 2.2528 2020-07-02 15:58:58,372 - mmaction - INFO - Epoch [183][400/940] lr: 7.695e-02, eta: 8:39:42, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.4202, loss: 2.4202 2020-07-02 15:59:07,322 - mmaction - INFO - Epoch [183][420/940] lr: 7.695e-02, eta: 8:39:33, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4187, loss: 2.4187 2020-07-02 15:59:16,105 - mmaction - INFO - Epoch [183][440/940] lr: 7.695e-02, eta: 8:39:24, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.3370, loss: 2.3370 2020-07-02 15:59:24,757 - mmaction - INFO - Epoch [183][460/940] lr: 7.695e-02, eta: 8:39:15, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3884, loss: 2.3884 2020-07-02 15:59:33,547 - mmaction - INFO - Epoch [183][480/940] lr: 7.695e-02, eta: 8:39:06, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6344, loss_cls: 2.5928, loss: 2.5928 2020-07-02 15:59:42,242 - mmaction - INFO - Epoch [183][500/940] lr: 7.695e-02, eta: 8:38:57, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.3192, loss: 2.3192 2020-07-02 15:59:50,917 - mmaction - INFO - Epoch [183][520/940] lr: 7.695e-02, eta: 8:38:47, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3313, loss: 2.3313 2020-07-02 16:00:00,170 - mmaction - INFO - Epoch [183][540/940] lr: 7.695e-02, eta: 8:38:39, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6594, loss_cls: 2.4653, loss: 2.4653 2020-07-02 16:00:17,862 - mmaction - INFO - Epoch [183][560/940] lr: 7.695e-02, eta: 8:38:33, time: 0.879, data_time: 0.003, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.3456, loss: 2.3456 2020-07-02 16:00:26,636 - mmaction - INFO - Epoch [183][580/940] lr: 7.695e-02, eta: 8:38:24, time: 0.445, data_time: 0.011, memory: 6328, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.5016, loss: 2.5016 2020-07-02 16:00:35,409 - mmaction - INFO - Epoch [183][600/940] lr: 7.695e-02, eta: 8:38:15, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4810, loss: 2.4810 2020-07-02 16:00:44,189 - mmaction - INFO - Epoch [183][620/940] lr: 7.695e-02, eta: 8:38:06, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7125, loss_cls: 2.4036, loss: 2.4036 2020-07-02 16:00:53,419 - mmaction - INFO - Epoch [183][640/940] lr: 7.695e-02, eta: 8:37:57, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6152, loss: 2.6152 2020-07-02 16:01:02,271 - mmaction - INFO - Epoch [183][660/940] lr: 7.695e-02, eta: 8:37:48, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2994, loss: 2.2994 2020-07-02 16:01:10,933 - mmaction - INFO - Epoch [183][680/940] lr: 7.695e-02, eta: 8:37:39, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.4890, loss: 2.4890 2020-07-02 16:01:19,664 - mmaction - INFO - Epoch [183][700/940] lr: 7.695e-02, eta: 8:37:29, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4062, loss: 2.4062 2020-07-02 16:01:28,370 - mmaction - INFO - Epoch [183][720/940] lr: 7.695e-02, eta: 8:37:20, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.3710, loss: 2.3710 2020-07-02 16:01:37,149 - mmaction - INFO - Epoch [183][740/940] lr: 7.695e-02, eta: 8:37:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.4530, loss: 2.4530 2020-07-02 16:01:45,902 - mmaction - INFO - Epoch [183][760/940] lr: 7.695e-02, eta: 8:37:02, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.6168, loss: 2.6168 2020-07-02 16:01:54,678 - mmaction - INFO - Epoch [183][780/940] lr: 7.695e-02, eta: 8:36:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4576, loss: 2.4576 2020-07-02 16:02:03,390 - mmaction - INFO - Epoch [183][800/940] lr: 7.695e-02, eta: 8:36:44, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4775, loss: 2.4775 2020-07-02 16:02:12,055 - mmaction - INFO - Epoch [183][820/940] lr: 7.695e-02, eta: 8:36:35, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4712, loss: 2.4712 2020-07-02 16:02:20,933 - mmaction - INFO - Epoch [183][840/940] lr: 7.695e-02, eta: 8:36:26, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.2968, loss: 2.2968 2020-07-02 16:02:29,656 - mmaction - INFO - Epoch [183][860/940] lr: 7.695e-02, eta: 8:36:16, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.5150, loss: 2.5150 2020-07-02 16:02:38,416 - mmaction - INFO - Epoch [183][880/940] lr: 7.695e-02, eta: 8:36:07, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4554, loss: 2.4554 2020-07-02 16:02:47,134 - mmaction - INFO - Epoch [183][900/940] lr: 7.695e-02, eta: 8:35:58, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3636, loss: 2.3636 2020-07-02 16:02:55,860 - mmaction - INFO - Epoch [183][920/940] lr: 7.695e-02, eta: 8:35:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.6813, loss_cls: 2.4502, loss: 2.4502 2020-07-02 16:03:04,203 - mmaction - INFO - Epoch [183][940/940] lr: 7.695e-02, eta: 8:35:40, time: 0.417, data_time: 0.002, memory: 6328, top1_acc: 0.4253, top5_acc: 0.6429, loss_cls: 2.6402, loss: 2.6402 2020-07-02 16:03:21,615 - mmaction - INFO - Epoch [184][20/940] lr: 7.503e-02, eta: 8:35:34, time: 0.849, data_time: 0.382, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3532, loss: 2.3532 2020-07-02 16:03:30,365 - mmaction - INFO - Epoch [184][40/940] lr: 7.503e-02, eta: 8:35:25, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1899, loss: 2.1899 2020-07-02 16:03:39,197 - mmaction - INFO - Epoch [184][60/940] lr: 7.503e-02, eta: 8:35:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4864, loss: 2.4864 2020-07-02 16:03:47,979 - mmaction - INFO - Epoch [184][80/940] lr: 7.503e-02, eta: 8:35:07, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.5274, loss: 2.5274 2020-07-02 16:03:56,690 - mmaction - INFO - Epoch [184][100/940] lr: 7.503e-02, eta: 8:34:57, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4477, loss: 2.4477 2020-07-02 16:04:05,491 - mmaction - INFO - Epoch [184][120/940] lr: 7.503e-02, eta: 8:34:48, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4596, loss: 2.4596 2020-07-02 16:04:14,266 - mmaction - INFO - Epoch [184][140/940] lr: 7.503e-02, eta: 8:34:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.6969, loss_cls: 2.2451, loss: 2.2451 2020-07-02 16:04:23,092 - mmaction - INFO - Epoch [184][160/940] lr: 7.503e-02, eta: 8:34:30, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.3313, loss: 2.3313 2020-07-02 16:04:31,854 - mmaction - INFO - Epoch [184][180/940] lr: 7.503e-02, eta: 8:34:21, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3552, loss: 2.3552 2020-07-02 16:04:41,774 - mmaction - INFO - Epoch [184][200/940] lr: 7.503e-02, eta: 8:34:12, time: 0.496, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5074, loss: 2.5074 2020-07-02 16:04:50,973 - mmaction - INFO - Epoch [184][220/940] lr: 7.503e-02, eta: 8:34:03, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3413, loss: 2.3413 2020-07-02 16:04:59,667 - mmaction - INFO - Epoch [184][240/940] lr: 7.503e-02, eta: 8:33:54, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.2667, loss: 2.2667 2020-07-02 16:05:08,872 - mmaction - INFO - Epoch [184][260/940] lr: 7.503e-02, eta: 8:33:45, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4418, loss: 2.4418 2020-07-02 16:05:17,647 - mmaction - INFO - Epoch [184][280/940] lr: 7.503e-02, eta: 8:33:36, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4699, loss: 2.4699 2020-07-02 16:05:26,869 - mmaction - INFO - Epoch [184][300/940] lr: 7.503e-02, eta: 8:33:27, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3800, loss: 2.3800 2020-07-02 16:05:35,613 - mmaction - INFO - Epoch [184][320/940] lr: 7.503e-02, eta: 8:33:18, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.3782, loss: 2.3782 2020-07-02 16:05:44,310 - mmaction - INFO - Epoch [184][340/940] lr: 7.503e-02, eta: 8:33:09, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5616, loss: 2.5616 2020-07-02 16:05:53,003 - mmaction - INFO - Epoch [184][360/940] lr: 7.503e-02, eta: 8:33:00, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6719, loss_cls: 2.4290, loss: 2.4290 2020-07-02 16:06:01,762 - mmaction - INFO - Epoch [184][380/940] lr: 7.503e-02, eta: 8:32:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.1988, loss: 2.1988 2020-07-02 16:06:11,073 - mmaction - INFO - Epoch [184][400/940] lr: 7.503e-02, eta: 8:32:42, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6750, loss_cls: 2.4511, loss: 2.4511 2020-07-02 16:06:19,817 - mmaction - INFO - Epoch [184][420/940] lr: 7.503e-02, eta: 8:32:33, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.3878, loss: 2.3878 2020-07-02 16:06:28,626 - mmaction - INFO - Epoch [184][440/940] lr: 7.503e-02, eta: 8:32:24, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6813, loss_cls: 2.3495, loss: 2.3495 2020-07-02 16:06:37,381 - mmaction - INFO - Epoch [184][460/940] lr: 7.503e-02, eta: 8:32:14, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.5575, loss: 2.5575 2020-07-02 16:06:46,176 - mmaction - INFO - Epoch [184][480/940] lr: 7.503e-02, eta: 8:32:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3250, loss: 2.3250 2020-07-02 16:06:55,180 - mmaction - INFO - Epoch [184][500/940] lr: 7.503e-02, eta: 8:31:56, time: 0.450, data_time: 0.016, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6469, loss_cls: 2.6181, loss: 2.6181 2020-07-02 16:07:04,364 - mmaction - INFO - Epoch [184][520/940] lr: 7.503e-02, eta: 8:31:47, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3836, loss: 2.3836 2020-07-02 16:07:13,737 - mmaction - INFO - Epoch [184][540/940] lr: 7.503e-02, eta: 8:31:38, time: 0.468, data_time: 0.004, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6844, loss_cls: 2.6200, loss: 2.6200 2020-07-02 16:07:22,429 - mmaction - INFO - Epoch [184][560/940] lr: 7.503e-02, eta: 8:31:29, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6656, loss_cls: 2.4352, loss: 2.4352 2020-07-02 16:07:31,154 - mmaction - INFO - Epoch [184][580/940] lr: 7.503e-02, eta: 8:31:20, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6500, loss_cls: 2.4563, loss: 2.4563 2020-07-02 16:07:40,922 - mmaction - INFO - Epoch [184][600/940] lr: 7.503e-02, eta: 8:31:11, time: 0.489, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6594, loss_cls: 2.5096, loss: 2.5096 2020-07-02 16:07:49,639 - mmaction - INFO - Epoch [184][620/940] lr: 7.503e-02, eta: 8:31:02, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5187, loss: 2.5187 2020-07-02 16:07:58,963 - mmaction - INFO - Epoch [184][640/940] lr: 7.503e-02, eta: 8:30:53, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2886, loss: 2.2886 2020-07-02 16:08:07,675 - mmaction - INFO - Epoch [184][660/940] lr: 7.503e-02, eta: 8:30:44, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3616, loss: 2.3616 2020-07-02 16:08:16,595 - mmaction - INFO - Epoch [184][680/940] lr: 7.503e-02, eta: 8:30:35, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3422, loss: 2.3422 2020-07-02 16:08:25,246 - mmaction - INFO - Epoch [184][700/940] lr: 7.503e-02, eta: 8:30:26, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.4293, loss: 2.4293 2020-07-02 16:08:33,951 - mmaction - INFO - Epoch [184][720/940] lr: 7.503e-02, eta: 8:30:17, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1931, loss: 2.1931 2020-07-02 16:08:42,729 - mmaction - INFO - Epoch [184][740/940] lr: 7.503e-02, eta: 8:30:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.4140, loss: 2.4140 2020-07-02 16:08:51,970 - mmaction - INFO - Epoch [184][760/940] lr: 7.503e-02, eta: 8:29:59, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6719, loss_cls: 2.3650, loss: 2.3650 2020-07-02 16:09:00,704 - mmaction - INFO - Epoch [184][780/940] lr: 7.503e-02, eta: 8:29:50, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4205, loss: 2.4205 2020-07-02 16:09:09,825 - mmaction - INFO - Epoch [184][800/940] lr: 7.503e-02, eta: 8:29:41, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.5498, loss: 2.5498 2020-07-02 16:09:18,698 - mmaction - INFO - Epoch [184][820/940] lr: 7.503e-02, eta: 8:29:32, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6781, loss_cls: 2.5397, loss: 2.5397 2020-07-02 16:09:27,420 - mmaction - INFO - Epoch [184][840/940] lr: 7.503e-02, eta: 8:29:23, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1024, loss: 2.1024 2020-07-02 16:09:36,707 - mmaction - INFO - Epoch [184][860/940] lr: 7.503e-02, eta: 8:29:14, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2473, loss: 2.2473 2020-07-02 16:09:45,435 - mmaction - INFO - Epoch [184][880/940] lr: 7.503e-02, eta: 8:29:04, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5159, loss: 2.5159 2020-07-02 16:09:54,789 - mmaction - INFO - Epoch [184][900/940] lr: 7.503e-02, eta: 8:28:56, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.7025, loss: 2.7025 2020-07-02 16:10:03,521 - mmaction - INFO - Epoch [184][920/940] lr: 7.503e-02, eta: 8:28:46, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.2567, loss: 2.2567 2020-07-02 16:10:11,904 - mmaction - INFO - Epoch [184][940/940] lr: 7.503e-02, eta: 8:28:37, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.4448, top5_acc: 0.6916, loss_cls: 2.3993, loss: 2.3993 2020-07-02 16:10:12,240 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-07-02 16:10:26,583 - mmaction - INFO - Epoch [185][20/940] lr: 7.312e-02, eta: 8:28:30, time: 0.673, data_time: 0.237, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.4230, loss: 2.4230 2020-07-02 16:10:35,317 - mmaction - INFO - Epoch [185][40/940] lr: 7.312e-02, eta: 8:28:21, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2562, loss: 2.2562 2020-07-02 16:10:44,547 - mmaction - INFO - Epoch [185][60/940] lr: 7.312e-02, eta: 8:28:12, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6656, loss_cls: 2.5165, loss: 2.5165 2020-07-02 16:10:53,299 - mmaction - INFO - Epoch [185][80/940] lr: 7.312e-02, eta: 8:28:03, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3755, loss: 2.3755 2020-07-02 16:11:02,111 - mmaction - INFO - Epoch [185][100/940] lr: 7.312e-02, eta: 8:27:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2602, loss: 2.2602 2020-07-02 16:11:10,879 - mmaction - INFO - Epoch [185][120/940] lr: 7.312e-02, eta: 8:27:45, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5962, loss: 2.5962 2020-07-02 16:11:19,613 - mmaction - INFO - Epoch [185][140/940] lr: 7.312e-02, eta: 8:27:35, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6969, loss_cls: 2.2685, loss: 2.2685 2020-07-02 16:11:28,333 - mmaction - INFO - Epoch [185][160/940] lr: 7.312e-02, eta: 8:27:26, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.4599, loss: 2.4599 2020-07-02 16:11:36,972 - mmaction - INFO - Epoch [185][180/940] lr: 7.312e-02, eta: 8:27:17, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1514, loss: 2.1514 2020-07-02 16:11:45,852 - mmaction - INFO - Epoch [185][200/940] lr: 7.312e-02, eta: 8:27:08, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6719, loss_cls: 2.4526, loss: 2.4526 2020-07-02 16:11:55,012 - mmaction - INFO - Epoch [185][220/940] lr: 7.312e-02, eta: 8:26:59, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6844, loss_cls: 2.4852, loss: 2.4852 2020-07-02 16:12:04,111 - mmaction - INFO - Epoch [185][240/940] lr: 7.312e-02, eta: 8:26:50, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.5201, loss: 2.5201 2020-07-02 16:12:13,927 - mmaction - INFO - Epoch [185][260/940] lr: 7.312e-02, eta: 8:26:41, time: 0.491, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6531, loss_cls: 2.6581, loss: 2.6581 2020-07-02 16:12:22,799 - mmaction - INFO - Epoch [185][280/940] lr: 7.312e-02, eta: 8:26:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.4817, loss: 2.4817 2020-07-02 16:12:32,506 - mmaction - INFO - Epoch [185][300/940] lr: 7.312e-02, eta: 8:26:24, time: 0.486, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2925, loss: 2.2925 2020-07-02 16:12:41,671 - mmaction - INFO - Epoch [185][320/940] lr: 7.312e-02, eta: 8:26:15, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6719, loss_cls: 2.5007, loss: 2.5007 2020-07-02 16:12:50,618 - mmaction - INFO - Epoch [185][340/940] lr: 7.312e-02, eta: 8:26:06, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4288, loss: 2.4288 2020-07-02 16:12:59,400 - mmaction - INFO - Epoch [185][360/940] lr: 7.312e-02, eta: 8:25:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.3951, loss: 2.3951 2020-07-02 16:13:08,079 - mmaction - INFO - Epoch [185][380/940] lr: 7.312e-02, eta: 8:25:47, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3465, loss: 2.3465 2020-07-02 16:13:16,885 - mmaction - INFO - Epoch [185][400/940] lr: 7.312e-02, eta: 8:25:38, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5382, loss: 2.5382 2020-07-02 16:13:25,609 - mmaction - INFO - Epoch [185][420/940] lr: 7.312e-02, eta: 8:25:29, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.4298, loss: 2.4298 2020-07-02 16:13:34,400 - mmaction - INFO - Epoch [185][440/940] lr: 7.312e-02, eta: 8:25:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3129, loss: 2.3129 2020-07-02 16:13:43,741 - mmaction - INFO - Epoch [185][460/940] lr: 7.312e-02, eta: 8:25:11, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4547, loss: 2.4547 2020-07-02 16:13:53,088 - mmaction - INFO - Epoch [185][480/940] lr: 7.312e-02, eta: 8:25:02, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3294, loss: 2.3294 2020-07-02 16:14:01,945 - mmaction - INFO - Epoch [185][500/940] lr: 7.312e-02, eta: 8:24:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.2742, loss: 2.2742 2020-07-02 16:14:10,695 - mmaction - INFO - Epoch [185][520/940] lr: 7.312e-02, eta: 8:24:44, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.4745, loss: 2.4745 2020-07-02 16:14:19,350 - mmaction - INFO - Epoch [185][540/940] lr: 7.312e-02, eta: 8:24:35, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.5420, loss: 2.5420 2020-07-02 16:14:28,073 - mmaction - INFO - Epoch [185][560/940] lr: 7.312e-02, eta: 8:24:26, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3293, loss: 2.3293 2020-07-02 16:14:37,379 - mmaction - INFO - Epoch [185][580/940] lr: 7.312e-02, eta: 8:24:17, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.8061, loss: 2.8061 2020-07-02 16:14:46,480 - mmaction - INFO - Epoch [185][600/940] lr: 7.312e-02, eta: 8:24:08, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4680, loss: 2.4680 2020-07-02 16:14:55,788 - mmaction - INFO - Epoch [185][620/940] lr: 7.312e-02, eta: 8:23:59, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.7094, loss_cls: 2.4813, loss: 2.4813 2020-07-02 16:15:04,514 - mmaction - INFO - Epoch [185][640/940] lr: 7.312e-02, eta: 8:23:50, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2995, loss: 2.2995 2020-07-02 16:15:13,247 - mmaction - INFO - Epoch [185][660/940] lr: 7.312e-02, eta: 8:23:41, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.2048, loss: 2.2048 2020-07-02 16:15:22,521 - mmaction - INFO - Epoch [185][680/940] lr: 7.312e-02, eta: 8:23:32, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2900, loss: 2.2900 2020-07-02 16:15:31,247 - mmaction - INFO - Epoch [185][700/940] lr: 7.312e-02, eta: 8:23:23, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5382, loss: 2.5382 2020-07-02 16:15:40,043 - mmaction - INFO - Epoch [185][720/940] lr: 7.312e-02, eta: 8:23:13, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6500, loss_cls: 2.5389, loss: 2.5389 2020-07-02 16:15:48,838 - mmaction - INFO - Epoch [185][740/940] lr: 7.312e-02, eta: 8:23:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6531, loss_cls: 2.5532, loss: 2.5532 2020-07-02 16:15:57,668 - mmaction - INFO - Epoch [185][760/940] lr: 7.312e-02, eta: 8:22:55, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.5217, loss: 2.5217 2020-07-02 16:16:06,417 - mmaction - INFO - Epoch [185][780/940] lr: 7.312e-02, eta: 8:22:46, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.6479, loss: 2.6479 2020-07-02 16:16:15,202 - mmaction - INFO - Epoch [185][800/940] lr: 7.312e-02, eta: 8:22:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.4048, loss: 2.4048 2020-07-02 16:16:23,911 - mmaction - INFO - Epoch [185][820/940] lr: 7.312e-02, eta: 8:22:28, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2282, loss: 2.2282 2020-07-02 16:16:32,684 - mmaction - INFO - Epoch [185][840/940] lr: 7.312e-02, eta: 8:22:19, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.5939, loss: 2.5939 2020-07-02 16:16:41,389 - mmaction - INFO - Epoch [185][860/940] lr: 7.312e-02, eta: 8:22:10, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.2550, loss: 2.2550 2020-07-02 16:16:50,010 - mmaction - INFO - Epoch [185][880/940] lr: 7.312e-02, eta: 8:22:00, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.2208, loss: 2.2208 2020-07-02 16:16:59,275 - mmaction - INFO - Epoch [185][900/940] lr: 7.312e-02, eta: 8:21:51, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4313, loss: 2.4313 2020-07-02 16:17:08,633 - mmaction - INFO - Epoch [185][920/940] lr: 7.312e-02, eta: 8:21:43, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.2280, loss: 2.2280 2020-07-02 16:17:17,093 - mmaction - INFO - Epoch [185][940/940] lr: 7.312e-02, eta: 8:21:33, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.3994, top5_acc: 0.6883, loss_cls: 2.4914, loss: 2.4914 2020-07-02 16:17:35,784 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 16:17:36,655 - mmaction - INFO - top1_acc 0.5079 top5_acc 0.7566 2020-07-02 16:17:36,655 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 16:17:36,737 - mmaction - INFO - mean_acc 0.5080 2020-07-02 16:17:36,747 - mmaction - INFO - Epoch [185][940/940] lr: 7.312e-02, top1_acc: 0.5079, top5_acc: 0.7566, mean_class_accuracy: 0.5080 2020-07-02 16:17:49,352 - mmaction - INFO - Epoch [186][20/940] lr: 7.123e-02, eta: 8:21:26, time: 0.629, data_time: 0.191, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6625, loss_cls: 2.5225, loss: 2.5225 2020-07-02 16:17:58,186 - mmaction - INFO - Epoch [186][40/940] lr: 7.123e-02, eta: 8:21:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2526, loss: 2.2526 2020-07-02 16:18:07,168 - mmaction - INFO - Epoch [186][60/940] lr: 7.123e-02, eta: 8:21:08, time: 0.448, data_time: 0.015, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1873, loss: 2.1873 2020-07-02 16:18:16,372 - mmaction - INFO - Epoch [186][80/940] lr: 7.123e-02, eta: 8:20:59, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2821, loss: 2.2821 2020-07-02 16:18:25,132 - mmaction - INFO - Epoch [186][100/940] lr: 7.123e-02, eta: 8:20:50, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.5597, loss: 2.5597 2020-07-02 16:18:34,315 - mmaction - INFO - Epoch [186][120/940] lr: 7.123e-02, eta: 8:20:41, time: 0.460, data_time: 0.003, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.3235, loss: 2.3235 2020-07-02 16:18:43,106 - mmaction - INFO - Epoch [186][140/940] lr: 7.123e-02, eta: 8:20:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.2329, loss: 2.2329 2020-07-02 16:18:51,809 - mmaction - INFO - Epoch [186][160/940] lr: 7.123e-02, eta: 8:20:22, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2768, loss: 2.2768 2020-07-02 16:19:00,516 - mmaction - INFO - Epoch [186][180/940] lr: 7.123e-02, eta: 8:20:13, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2557, loss: 2.2557 2020-07-02 16:19:09,956 - mmaction - INFO - Epoch [186][200/940] lr: 7.123e-02, eta: 8:20:04, time: 0.471, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.5010, loss: 2.5010 2020-07-02 16:19:18,688 - mmaction - INFO - Epoch [186][220/940] lr: 7.123e-02, eta: 8:19:55, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.3910, loss: 2.3910 2020-07-02 16:19:27,797 - mmaction - INFO - Epoch [186][240/940] lr: 7.123e-02, eta: 8:19:46, time: 0.457, data_time: 0.003, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.4054, loss: 2.4054 2020-07-02 16:19:37,334 - mmaction - INFO - Epoch [186][260/940] lr: 7.123e-02, eta: 8:19:37, time: 0.475, data_time: 0.000, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2586, loss: 2.2586 2020-07-02 16:19:46,132 - mmaction - INFO - Epoch [186][280/940] lr: 7.123e-02, eta: 8:19:28, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.5162, loss: 2.5162 2020-07-02 16:19:55,362 - mmaction - INFO - Epoch [186][300/940] lr: 7.123e-02, eta: 8:19:19, time: 0.461, data_time: 0.015, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.4325, loss: 2.4325 2020-07-02 16:20:04,157 - mmaction - INFO - Epoch [186][320/940] lr: 7.123e-02, eta: 8:19:10, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.5039, loss: 2.5039 2020-07-02 16:20:13,601 - mmaction - INFO - Epoch [186][340/940] lr: 7.123e-02, eta: 8:19:01, time: 0.471, data_time: 0.013, memory: 6328, top1_acc: 0.5000, top5_acc: 0.6969, loss_cls: 2.3323, loss: 2.3323 2020-07-02 16:20:22,335 - mmaction - INFO - Epoch [186][360/940] lr: 7.123e-02, eta: 8:18:52, time: 0.437, data_time: 0.004, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5393, loss: 2.5393 2020-07-02 16:20:31,182 - mmaction - INFO - Epoch [186][380/940] lr: 7.123e-02, eta: 8:18:43, time: 0.442, data_time: 0.007, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.3451, loss: 2.3451 2020-07-02 16:20:39,939 - mmaction - INFO - Epoch [186][400/940] lr: 7.123e-02, eta: 8:18:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2409, loss: 2.2409 2020-07-02 16:20:48,768 - mmaction - INFO - Epoch [186][420/940] lr: 7.123e-02, eta: 8:18:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.2529, loss: 2.2529 2020-07-02 16:20:58,092 - mmaction - INFO - Epoch [186][440/940] lr: 7.123e-02, eta: 8:18:16, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6211, loss: 2.6211 2020-07-02 16:21:07,767 - mmaction - INFO - Epoch [186][460/940] lr: 7.123e-02, eta: 8:18:07, time: 0.484, data_time: 0.016, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6531, loss_cls: 2.6583, loss: 2.6583 2020-07-02 16:21:16,974 - mmaction - INFO - Epoch [186][480/940] lr: 7.123e-02, eta: 8:17:58, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6371, loss: 2.6371 2020-07-02 16:21:25,689 - mmaction - INFO - Epoch [186][500/940] lr: 7.123e-02, eta: 8:17:49, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6656, loss_cls: 2.5335, loss: 2.5335 2020-07-02 16:21:34,557 - mmaction - INFO - Epoch [186][520/940] lr: 7.123e-02, eta: 8:17:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3475, loss: 2.3475 2020-07-02 16:21:43,883 - mmaction - INFO - Epoch [186][540/940] lr: 7.123e-02, eta: 8:17:31, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6625, loss_cls: 2.5342, loss: 2.5342 2020-07-02 16:21:52,620 - mmaction - INFO - Epoch [186][560/940] lr: 7.123e-02, eta: 8:17:22, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.4383, loss: 2.4383 2020-07-02 16:22:01,386 - mmaction - INFO - Epoch [186][580/940] lr: 7.123e-02, eta: 8:17:13, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.4028, loss: 2.4028 2020-07-02 16:22:10,081 - mmaction - INFO - Epoch [186][600/940] lr: 7.123e-02, eta: 8:17:04, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.4983, loss: 2.4983 2020-07-02 16:22:19,110 - mmaction - INFO - Epoch [186][620/940] lr: 7.123e-02, eta: 8:16:55, time: 0.451, data_time: 0.014, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3292, loss: 2.3292 2020-07-02 16:22:28,327 - mmaction - INFO - Epoch [186][640/940] lr: 7.123e-02, eta: 8:16:46, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4136, loss: 2.4136 2020-07-02 16:22:37,205 - mmaction - INFO - Epoch [186][660/940] lr: 7.123e-02, eta: 8:16:37, time: 0.445, data_time: 0.011, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.3202, loss: 2.3202 2020-07-02 16:22:46,530 - mmaction - INFO - Epoch [186][680/940] lr: 7.123e-02, eta: 8:16:28, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2975, loss: 2.2975 2020-07-02 16:22:55,174 - mmaction - INFO - Epoch [186][700/940] lr: 7.123e-02, eta: 8:16:19, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6656, loss_cls: 2.4356, loss: 2.4356 2020-07-02 16:23:04,021 - mmaction - INFO - Epoch [186][720/940] lr: 7.123e-02, eta: 8:16:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3668, loss: 2.3668 2020-07-02 16:23:12,762 - mmaction - INFO - Epoch [186][740/940] lr: 7.123e-02, eta: 8:16:01, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.3514, loss: 2.3514 2020-07-02 16:23:21,546 - mmaction - INFO - Epoch [186][760/940] lr: 7.123e-02, eta: 8:15:51, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1837, loss: 2.1837 2020-07-02 16:23:30,375 - mmaction - INFO - Epoch [186][780/940] lr: 7.123e-02, eta: 8:15:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5040, loss: 2.5040 2020-07-02 16:23:39,090 - mmaction - INFO - Epoch [186][800/940] lr: 7.123e-02, eta: 8:15:33, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4656, loss: 2.4656 2020-07-02 16:23:47,789 - mmaction - INFO - Epoch [186][820/940] lr: 7.123e-02, eta: 8:15:24, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.3181, loss: 2.3181 2020-07-02 16:23:56,484 - mmaction - INFO - Epoch [186][840/940] lr: 7.123e-02, eta: 8:15:15, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4736, loss: 2.4736 2020-07-02 16:24:05,176 - mmaction - INFO - Epoch [186][860/940] lr: 7.123e-02, eta: 8:15:06, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2408, loss: 2.2408 2020-07-02 16:24:13,812 - mmaction - INFO - Epoch [186][880/940] lr: 7.123e-02, eta: 8:14:57, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5441, loss: 2.5441 2020-07-02 16:24:22,927 - mmaction - INFO - Epoch [186][900/940] lr: 7.123e-02, eta: 8:14:48, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5070, loss: 2.5070 2020-07-02 16:24:32,151 - mmaction - INFO - Epoch [186][920/940] lr: 7.123e-02, eta: 8:14:39, time: 0.462, data_time: 0.007, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3967, loss: 2.3967 2020-07-02 16:24:40,778 - mmaction - INFO - Epoch [186][940/940] lr: 7.123e-02, eta: 8:14:30, time: 0.427, data_time: 0.003, memory: 6328, top1_acc: 0.4838, top5_acc: 0.7305, loss_cls: 2.3281, loss: 2.3281 2020-07-02 16:25:13,068 - mmaction - INFO - Epoch [187][20/940] lr: 6.937e-02, eta: 8:14:29, time: 1.593, data_time: 1.156, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2245, loss: 2.2245 2020-07-02 16:25:21,825 - mmaction - INFO - Epoch [187][40/940] lr: 6.937e-02, eta: 8:14:20, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3485, loss: 2.3485 2020-07-02 16:25:30,549 - mmaction - INFO - Epoch [187][60/940] lr: 6.937e-02, eta: 8:14:11, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3793, loss: 2.3793 2020-07-02 16:25:39,874 - mmaction - INFO - Epoch [187][80/940] lr: 6.937e-02, eta: 8:14:02, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.3068, loss: 2.3068 2020-07-02 16:25:48,616 - mmaction - INFO - Epoch [187][100/940] lr: 6.937e-02, eta: 8:13:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6844, loss_cls: 2.4025, loss: 2.4025 2020-07-02 16:25:58,023 - mmaction - INFO - Epoch [187][120/940] lr: 6.937e-02, eta: 8:13:44, time: 0.471, data_time: 0.003, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2941, loss: 2.2941 2020-07-02 16:26:06,837 - mmaction - INFO - Epoch [187][140/940] lr: 6.937e-02, eta: 8:13:35, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3570, loss: 2.3570 2020-07-02 16:26:15,608 - mmaction - INFO - Epoch [187][160/940] lr: 6.937e-02, eta: 8:13:26, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3499, loss: 2.3499 2020-07-02 16:26:24,695 - mmaction - INFO - Epoch [187][180/940] lr: 6.937e-02, eta: 8:13:17, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1217, loss: 2.1217 2020-07-02 16:26:33,599 - mmaction - INFO - Epoch [187][200/940] lr: 6.937e-02, eta: 8:13:08, time: 0.440, data_time: 0.011, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2006, loss: 2.2006 2020-07-02 16:26:42,663 - mmaction - INFO - Epoch [187][220/940] lr: 6.937e-02, eta: 8:12:59, time: 0.459, data_time: 0.007, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4434, loss: 2.4434 2020-07-02 16:26:51,991 - mmaction - INFO - Epoch [187][240/940] lr: 6.937e-02, eta: 8:12:50, time: 0.466, data_time: 0.011, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.4961, loss: 2.4961 2020-07-02 16:27:01,158 - mmaction - INFO - Epoch [187][260/940] lr: 6.937e-02, eta: 8:12:41, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2574, loss: 2.2574 2020-07-02 16:27:10,439 - mmaction - INFO - Epoch [187][280/940] lr: 6.937e-02, eta: 8:12:32, time: 0.465, data_time: 0.009, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.2551, loss: 2.2551 2020-07-02 16:27:19,741 - mmaction - INFO - Epoch [187][300/940] lr: 6.937e-02, eta: 8:12:23, time: 0.464, data_time: 0.004, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2474, loss: 2.2474 2020-07-02 16:27:29,025 - mmaction - INFO - Epoch [187][320/940] lr: 6.937e-02, eta: 8:12:14, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.2521, loss: 2.2521 2020-07-02 16:27:37,799 - mmaction - INFO - Epoch [187][340/940] lr: 6.937e-02, eta: 8:12:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.3036, loss: 2.3036 2020-07-02 16:27:47,134 - mmaction - INFO - Epoch [187][360/940] lr: 6.937e-02, eta: 8:11:56, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1861, loss: 2.1861 2020-07-02 16:27:56,012 - mmaction - INFO - Epoch [187][380/940] lr: 6.937e-02, eta: 8:11:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.6937, loss_cls: 2.3012, loss: 2.3012 2020-07-02 16:28:05,291 - mmaction - INFO - Epoch [187][400/940] lr: 6.937e-02, eta: 8:11:38, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.3057, loss: 2.3057 2020-07-02 16:28:14,506 - mmaction - INFO - Epoch [187][420/940] lr: 6.937e-02, eta: 8:11:29, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3453, loss: 2.3453 2020-07-02 16:28:23,221 - mmaction - INFO - Epoch [187][440/940] lr: 6.937e-02, eta: 8:11:20, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.3664, loss: 2.3664 2020-07-02 16:28:31,967 - mmaction - INFO - Epoch [187][460/940] lr: 6.937e-02, eta: 8:11:11, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2329, loss: 2.2329 2020-07-02 16:28:41,171 - mmaction - INFO - Epoch [187][480/940] lr: 6.937e-02, eta: 8:11:02, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4572, loss: 2.4572 2020-07-02 16:28:49,892 - mmaction - INFO - Epoch [187][500/940] lr: 6.937e-02, eta: 8:10:53, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.6969, loss_cls: 2.3071, loss: 2.3071 2020-07-02 16:28:58,728 - mmaction - INFO - Epoch [187][520/940] lr: 6.937e-02, eta: 8:10:44, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6562, loss_cls: 2.4767, loss: 2.4767 2020-07-02 16:29:07,565 - mmaction - INFO - Epoch [187][540/940] lr: 6.937e-02, eta: 8:10:35, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6969, loss_cls: 2.4081, loss: 2.4081 2020-07-02 16:29:16,269 - mmaction - INFO - Epoch [187][560/940] lr: 6.937e-02, eta: 8:10:25, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.5237, loss: 2.5237 2020-07-02 16:29:25,334 - mmaction - INFO - Epoch [187][580/940] lr: 6.937e-02, eta: 8:10:16, time: 0.453, data_time: 0.014, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.4045, loss: 2.4045 2020-07-02 16:29:34,105 - mmaction - INFO - Epoch [187][600/940] lr: 6.937e-02, eta: 8:10:07, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.2792, loss: 2.2792 2020-07-02 16:29:43,224 - mmaction - INFO - Epoch [187][620/940] lr: 6.937e-02, eta: 8:09:58, time: 0.455, data_time: 0.019, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3650, loss: 2.3650 2020-07-02 16:29:52,283 - mmaction - INFO - Epoch [187][640/940] lr: 6.937e-02, eta: 8:09:49, time: 0.453, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2520, loss: 2.2520 2020-07-02 16:30:01,586 - mmaction - INFO - Epoch [187][660/940] lr: 6.937e-02, eta: 8:09:40, time: 0.465, data_time: 0.011, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3338, loss: 2.3338 2020-07-02 16:30:10,851 - mmaction - INFO - Epoch [187][680/940] lr: 6.937e-02, eta: 8:09:31, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2899, loss: 2.2899 2020-07-02 16:30:19,666 - mmaction - INFO - Epoch [187][700/940] lr: 6.937e-02, eta: 8:09:22, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2630, loss: 2.2630 2020-07-02 16:30:28,346 - mmaction - INFO - Epoch [187][720/940] lr: 6.937e-02, eta: 8:09:13, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.3066, loss: 2.3066 2020-07-02 16:30:37,630 - mmaction - INFO - Epoch [187][740/940] lr: 6.937e-02, eta: 8:09:04, time: 0.464, data_time: 0.005, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3875, loss: 2.3875 2020-07-02 16:30:46,287 - mmaction - INFO - Epoch [187][760/940] lr: 6.937e-02, eta: 8:08:55, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2473, loss: 2.2473 2020-07-02 16:30:55,076 - mmaction - INFO - Epoch [187][780/940] lr: 6.937e-02, eta: 8:08:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7063, loss_cls: 2.3323, loss: 2.3323 2020-07-02 16:31:04,454 - mmaction - INFO - Epoch [187][800/940] lr: 6.937e-02, eta: 8:08:37, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1880, loss: 2.1880 2020-07-02 16:31:13,203 - mmaction - INFO - Epoch [187][820/940] lr: 6.937e-02, eta: 8:08:28, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3712, loss: 2.3712 2020-07-02 16:31:22,356 - mmaction - INFO - Epoch [187][840/940] lr: 6.937e-02, eta: 8:08:19, time: 0.460, data_time: 0.003, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4694, loss: 2.4694 2020-07-02 16:31:31,193 - mmaction - INFO - Epoch [187][860/940] lr: 6.937e-02, eta: 8:08:10, time: 0.442, data_time: 0.006, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3178, loss: 2.3178 2020-07-02 16:31:39,969 - mmaction - INFO - Epoch [187][880/940] lr: 6.937e-02, eta: 8:08:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.4722, loss: 2.4722 2020-07-02 16:31:48,693 - mmaction - INFO - Epoch [187][900/940] lr: 6.937e-02, eta: 8:07:52, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.4468, loss: 2.4468 2020-07-02 16:31:57,361 - mmaction - INFO - Epoch [187][920/940] lr: 6.937e-02, eta: 8:07:43, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3846, loss: 2.3846 2020-07-02 16:32:05,851 - mmaction - INFO - Epoch [187][940/940] lr: 6.937e-02, eta: 8:07:33, time: 0.425, data_time: 0.002, memory: 6328, top1_acc: 0.4838, top5_acc: 0.6753, loss_cls: 2.3994, loss: 2.3994 2020-07-02 16:32:20,913 - mmaction - INFO - Epoch [188][20/940] lr: 6.752e-02, eta: 8:07:26, time: 0.734, data_time: 0.292, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.4256, loss: 2.4256 2020-07-02 16:32:29,625 - mmaction - INFO - Epoch [188][40/940] lr: 6.752e-02, eta: 8:07:17, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.5137, loss: 2.5137 2020-07-02 16:32:38,374 - mmaction - INFO - Epoch [188][60/940] lr: 6.752e-02, eta: 8:07:08, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6625, loss_cls: 2.5119, loss: 2.5119 2020-07-02 16:32:47,085 - mmaction - INFO - Epoch [188][80/940] lr: 6.752e-02, eta: 8:06:59, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.4551, loss: 2.4551 2020-07-02 16:32:55,800 - mmaction - INFO - Epoch [188][100/940] lr: 6.752e-02, eta: 8:06:50, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2853, loss: 2.2853 2020-07-02 16:33:04,600 - mmaction - INFO - Epoch [188][120/940] lr: 6.752e-02, eta: 8:06:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.4820, loss: 2.4820 2020-07-02 16:33:13,414 - mmaction - INFO - Epoch [188][140/940] lr: 6.752e-02, eta: 8:06:32, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.1423, loss: 2.1423 2020-07-02 16:33:22,691 - mmaction - INFO - Epoch [188][160/940] lr: 6.752e-02, eta: 8:06:23, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1635, loss: 2.1635 2020-07-02 16:33:32,016 - mmaction - INFO - Epoch [188][180/940] lr: 6.752e-02, eta: 8:06:14, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6875, loss_cls: 2.2983, loss: 2.2983 2020-07-02 16:33:40,751 - mmaction - INFO - Epoch [188][200/940] lr: 6.752e-02, eta: 8:06:05, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4690, loss: 2.4690 2020-07-02 16:33:49,454 - mmaction - INFO - Epoch [188][220/940] lr: 6.752e-02, eta: 8:05:56, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6844, loss_cls: 2.3272, loss: 2.3272 2020-07-02 16:33:58,194 - mmaction - INFO - Epoch [188][240/940] lr: 6.752e-02, eta: 8:05:46, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2249, loss: 2.2249 2020-07-02 16:34:07,033 - mmaction - INFO - Epoch [188][260/940] lr: 6.752e-02, eta: 8:05:37, time: 0.441, data_time: 0.007, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1595, loss: 2.1595 2020-07-02 16:34:15,735 - mmaction - INFO - Epoch [188][280/940] lr: 6.752e-02, eta: 8:05:28, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5523, loss: 2.5523 2020-07-02 16:34:24,760 - mmaction - INFO - Epoch [188][300/940] lr: 6.752e-02, eta: 8:05:19, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.5141, loss: 2.5141 2020-07-02 16:34:34,010 - mmaction - INFO - Epoch [188][320/940] lr: 6.752e-02, eta: 8:05:10, time: 0.463, data_time: 0.009, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2961, loss: 2.2961 2020-07-02 16:34:43,023 - mmaction - INFO - Epoch [188][340/940] lr: 6.752e-02, eta: 8:05:01, time: 0.451, data_time: 0.008, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5133, loss: 2.5133 2020-07-02 16:34:51,920 - mmaction - INFO - Epoch [188][360/940] lr: 6.752e-02, eta: 8:04:52, time: 0.444, data_time: 0.009, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4158, loss: 2.4158 2020-07-02 16:35:01,233 - mmaction - INFO - Epoch [188][380/940] lr: 6.752e-02, eta: 8:04:43, time: 0.467, data_time: 0.013, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.3178, loss: 2.3178 2020-07-02 16:35:10,560 - mmaction - INFO - Epoch [188][400/940] lr: 6.752e-02, eta: 8:04:34, time: 0.467, data_time: 0.003, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3001, loss: 2.3001 2020-07-02 16:35:19,269 - mmaction - INFO - Epoch [188][420/940] lr: 6.752e-02, eta: 8:04:25, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3333, loss: 2.3333 2020-07-02 16:35:28,730 - mmaction - INFO - Epoch [188][440/940] lr: 6.752e-02, eta: 8:04:16, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1764, loss: 2.1764 2020-07-02 16:35:37,428 - mmaction - INFO - Epoch [188][460/940] lr: 6.752e-02, eta: 8:04:07, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.6938, loss: 2.6938 2020-07-02 16:35:46,131 - mmaction - INFO - Epoch [188][480/940] lr: 6.752e-02, eta: 8:03:58, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.5237, loss: 2.5237 2020-07-02 16:35:54,806 - mmaction - INFO - Epoch [188][500/940] lr: 6.752e-02, eta: 8:03:49, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4482, loss: 2.4482 2020-07-02 16:36:03,532 - mmaction - INFO - Epoch [188][520/940] lr: 6.752e-02, eta: 8:03:40, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4586, loss: 2.4586 2020-07-02 16:36:12,841 - mmaction - INFO - Epoch [188][540/940] lr: 6.752e-02, eta: 8:03:31, time: 0.468, data_time: 0.004, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4692, loss: 2.4692 2020-07-02 16:36:21,572 - mmaction - INFO - Epoch [188][560/940] lr: 6.752e-02, eta: 8:03:22, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6656, loss_cls: 2.4287, loss: 2.4287 2020-07-02 16:36:30,438 - mmaction - INFO - Epoch [188][580/940] lr: 6.752e-02, eta: 8:03:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3941, loss: 2.3941 2020-07-02 16:36:39,255 - mmaction - INFO - Epoch [188][600/940] lr: 6.752e-02, eta: 8:03:04, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.2882, loss: 2.2882 2020-07-02 16:36:48,015 - mmaction - INFO - Epoch [188][620/940] lr: 6.752e-02, eta: 8:02:54, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7406, loss_cls: 2.3309, loss: 2.3309 2020-07-02 16:36:56,869 - mmaction - INFO - Epoch [188][640/940] lr: 6.752e-02, eta: 8:02:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2578, loss: 2.2578 2020-07-02 16:37:05,568 - mmaction - INFO - Epoch [188][660/940] lr: 6.752e-02, eta: 8:02:36, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.5397, loss: 2.5397 2020-07-02 16:37:14,866 - mmaction - INFO - Epoch [188][680/940] lr: 6.752e-02, eta: 8:02:27, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6906, loss_cls: 2.5385, loss: 2.5385 2020-07-02 16:37:23,537 - mmaction - INFO - Epoch [188][700/940] lr: 6.752e-02, eta: 8:02:18, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6250, loss_cls: 2.7042, loss: 2.7042 2020-07-02 16:37:32,428 - mmaction - INFO - Epoch [188][720/940] lr: 6.752e-02, eta: 8:02:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7094, loss_cls: 2.2188, loss: 2.2188 2020-07-02 16:37:41,225 - mmaction - INFO - Epoch [188][740/940] lr: 6.752e-02, eta: 8:02:00, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.4521, loss: 2.4521 2020-07-02 16:37:50,039 - mmaction - INFO - Epoch [188][760/940] lr: 6.752e-02, eta: 8:01:51, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3592, loss: 2.3592 2020-07-02 16:37:58,748 - mmaction - INFO - Epoch [188][780/940] lr: 6.752e-02, eta: 8:01:42, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6469, loss_cls: 2.6213, loss: 2.6213 2020-07-02 16:38:07,523 - mmaction - INFO - Epoch [188][800/940] lr: 6.752e-02, eta: 8:01:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.2457, loss: 2.2457 2020-07-02 16:38:16,318 - mmaction - INFO - Epoch [188][820/940] lr: 6.752e-02, eta: 8:01:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.3710, loss: 2.3710 2020-07-02 16:38:25,048 - mmaction - INFO - Epoch [188][840/940] lr: 6.752e-02, eta: 8:01:14, time: 0.437, data_time: 0.004, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1933, loss: 2.1933 2020-07-02 16:38:33,757 - mmaction - INFO - Epoch [188][860/940] lr: 6.752e-02, eta: 8:01:05, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.4216, loss: 2.4216 2020-07-02 16:38:42,535 - mmaction - INFO - Epoch [188][880/940] lr: 6.752e-02, eta: 8:00:56, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.4909, loss: 2.4909 2020-07-02 16:38:51,296 - mmaction - INFO - Epoch [188][900/940] lr: 6.752e-02, eta: 8:00:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4324, loss: 2.4324 2020-07-02 16:39:00,121 - mmaction - INFO - Epoch [188][920/940] lr: 6.752e-02, eta: 8:00:38, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.4046, loss: 2.4046 2020-07-02 16:39:08,468 - mmaction - INFO - Epoch [188][940/940] lr: 6.752e-02, eta: 8:00:29, time: 0.418, data_time: 0.002, memory: 6328, top1_acc: 0.4383, top5_acc: 0.6916, loss_cls: 2.6460, loss: 2.6460 2020-07-02 16:39:08,821 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-07-02 16:39:23,063 - mmaction - INFO - Epoch [189][20/940] lr: 6.569e-02, eta: 8:00:21, time: 0.631, data_time: 0.178, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6355, loss: 2.6355 2020-07-02 16:39:31,776 - mmaction - INFO - Epoch [189][40/940] lr: 6.569e-02, eta: 8:00:12, time: 0.437, data_time: 0.004, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3433, loss: 2.3433 2020-07-02 16:39:40,458 - mmaction - INFO - Epoch [189][60/940] lr: 6.569e-02, eta: 8:00:03, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2665, loss: 2.2665 2020-07-02 16:39:49,209 - mmaction - INFO - Epoch [189][80/940] lr: 6.569e-02, eta: 7:59:54, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.5391, loss: 2.5391 2020-07-02 16:39:58,513 - mmaction - INFO - Epoch [189][100/940] lr: 6.569e-02, eta: 7:59:45, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.3937, top5_acc: 0.6781, loss_cls: 2.6204, loss: 2.6204 2020-07-02 16:40:07,275 - mmaction - INFO - Epoch [189][120/940] lr: 6.569e-02, eta: 7:59:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6656, loss_cls: 2.5693, loss: 2.5693 2020-07-02 16:40:16,620 - mmaction - INFO - Epoch [189][140/940] lr: 6.569e-02, eta: 7:59:27, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.3875, top5_acc: 0.7031, loss_cls: 2.5539, loss: 2.5539 2020-07-02 16:40:25,289 - mmaction - INFO - Epoch [189][160/940] lr: 6.569e-02, eta: 7:59:18, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.7082, loss: 2.7082 2020-07-02 16:40:33,957 - mmaction - INFO - Epoch [189][180/940] lr: 6.569e-02, eta: 7:59:08, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1438, loss: 2.1438 2020-07-02 16:40:43,194 - mmaction - INFO - Epoch [189][200/940] lr: 6.569e-02, eta: 7:58:59, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.3355, loss: 2.3355 2020-07-02 16:40:51,952 - mmaction - INFO - Epoch [189][220/940] lr: 6.569e-02, eta: 7:58:50, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1881, loss: 2.1881 2020-07-02 16:41:00,754 - mmaction - INFO - Epoch [189][240/940] lr: 6.569e-02, eta: 7:58:41, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6656, loss_cls: 2.5221, loss: 2.5221 2020-07-02 16:41:09,578 - mmaction - INFO - Epoch [189][260/940] lr: 6.569e-02, eta: 7:58:32, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7344, loss_cls: 2.1376, loss: 2.1376 2020-07-02 16:41:18,322 - mmaction - INFO - Epoch [189][280/940] lr: 6.569e-02, eta: 7:58:23, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3255, loss: 2.3255 2020-07-02 16:41:27,527 - mmaction - INFO - Epoch [189][300/940] lr: 6.569e-02, eta: 7:58:14, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2490, loss: 2.2490 2020-07-02 16:41:36,276 - mmaction - INFO - Epoch [189][320/940] lr: 6.569e-02, eta: 7:58:05, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2743, loss: 2.2743 2020-07-02 16:41:45,044 - mmaction - INFO - Epoch [189][340/940] lr: 6.569e-02, eta: 7:57:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.2917, loss: 2.2917 2020-07-02 16:41:54,287 - mmaction - INFO - Epoch [189][360/940] lr: 6.569e-02, eta: 7:57:47, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3300, loss: 2.3300 2020-07-02 16:42:03,559 - mmaction - INFO - Epoch [189][380/940] lr: 6.569e-02, eta: 7:57:38, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.5485, loss: 2.5485 2020-07-02 16:42:12,314 - mmaction - INFO - Epoch [189][400/940] lr: 6.569e-02, eta: 7:57:29, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.4849, loss: 2.4849 2020-07-02 16:42:21,480 - mmaction - INFO - Epoch [189][420/940] lr: 6.569e-02, eta: 7:57:20, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4985, loss: 2.4985 2020-07-02 16:42:30,373 - mmaction - INFO - Epoch [189][440/940] lr: 6.569e-02, eta: 7:57:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2566, loss: 2.2566 2020-07-02 16:42:39,557 - mmaction - INFO - Epoch [189][460/940] lr: 6.569e-02, eta: 7:57:02, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4782, loss: 2.4782 2020-07-02 16:42:48,671 - mmaction - INFO - Epoch [189][480/940] lr: 6.569e-02, eta: 7:56:53, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4319, loss: 2.4319 2020-07-02 16:42:57,866 - mmaction - INFO - Epoch [189][500/940] lr: 6.569e-02, eta: 7:56:44, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3440, loss: 2.3440 2020-07-02 16:43:06,748 - mmaction - INFO - Epoch [189][520/940] lr: 6.569e-02, eta: 7:56:35, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.2707, loss: 2.2707 2020-07-02 16:43:15,842 - mmaction - INFO - Epoch [189][540/940] lr: 6.569e-02, eta: 7:56:26, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3147, loss: 2.3147 2020-07-02 16:43:24,995 - mmaction - INFO - Epoch [189][560/940] lr: 6.569e-02, eta: 7:56:17, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6406, loss_cls: 2.6480, loss: 2.6480 2020-07-02 16:43:34,196 - mmaction - INFO - Epoch [189][580/940] lr: 6.569e-02, eta: 7:56:08, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4551, loss: 2.4551 2020-07-02 16:43:43,344 - mmaction - INFO - Epoch [189][600/940] lr: 6.569e-02, eta: 7:55:59, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.4755, loss: 2.4755 2020-07-02 16:43:52,247 - mmaction - INFO - Epoch [189][620/940] lr: 6.569e-02, eta: 7:55:50, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.3721, loss: 2.3721 2020-07-02 16:44:01,010 - mmaction - INFO - Epoch [189][640/940] lr: 6.569e-02, eta: 7:55:41, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.1973, loss: 2.1973 2020-07-02 16:44:10,163 - mmaction - INFO - Epoch [189][660/940] lr: 6.569e-02, eta: 7:55:32, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.0489, loss: 2.0489 2020-07-02 16:44:18,960 - mmaction - INFO - Epoch [189][680/940] lr: 6.569e-02, eta: 7:55:23, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2744, loss: 2.2744 2020-07-02 16:44:28,268 - mmaction - INFO - Epoch [189][700/940] lr: 6.569e-02, eta: 7:55:14, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.3436, loss: 2.3436 2020-07-02 16:44:37,527 - mmaction - INFO - Epoch [189][720/940] lr: 6.569e-02, eta: 7:55:05, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.1817, loss: 2.1817 2020-07-02 16:44:46,627 - mmaction - INFO - Epoch [189][740/940] lr: 6.569e-02, eta: 7:54:56, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3001, loss: 2.3001 2020-07-02 16:44:55,329 - mmaction - INFO - Epoch [189][760/940] lr: 6.569e-02, eta: 7:54:47, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6656, loss_cls: 2.4722, loss: 2.4722 2020-07-02 16:45:04,584 - mmaction - INFO - Epoch [189][780/940] lr: 6.569e-02, eta: 7:54:38, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4692, loss: 2.4692 2020-07-02 16:45:13,334 - mmaction - INFO - Epoch [189][800/940] lr: 6.569e-02, eta: 7:54:29, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6781, loss_cls: 2.4898, loss: 2.4898 2020-07-02 16:45:22,179 - mmaction - INFO - Epoch [189][820/940] lr: 6.569e-02, eta: 7:54:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3383, loss: 2.3383 2020-07-02 16:45:31,363 - mmaction - INFO - Epoch [189][840/940] lr: 6.569e-02, eta: 7:54:11, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2479, loss: 2.2479 2020-07-02 16:45:40,536 - mmaction - INFO - Epoch [189][860/940] lr: 6.569e-02, eta: 7:54:02, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2666, loss: 2.2666 2020-07-02 16:45:49,731 - mmaction - INFO - Epoch [189][880/940] lr: 6.569e-02, eta: 7:53:53, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.4118, loss: 2.4118 2020-07-02 16:45:58,483 - mmaction - INFO - Epoch [189][900/940] lr: 6.569e-02, eta: 7:53:44, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3797, loss: 2.3797 2020-07-02 16:46:07,097 - mmaction - INFO - Epoch [189][920/940] lr: 6.569e-02, eta: 7:53:34, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.2862, loss: 2.2862 2020-07-02 16:46:15,556 - mmaction - INFO - Epoch [189][940/940] lr: 6.569e-02, eta: 7:53:25, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.4416, top5_acc: 0.6818, loss_cls: 2.4985, loss: 2.4985 2020-07-02 16:46:30,288 - mmaction - INFO - Epoch [190][20/940] lr: 6.388e-02, eta: 7:53:18, time: 0.719, data_time: 0.277, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4395, loss: 2.4395 2020-07-02 16:46:39,109 - mmaction - INFO - Epoch [190][40/940] lr: 6.388e-02, eta: 7:53:09, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.4053, loss: 2.4053 2020-07-02 16:46:48,099 - mmaction - INFO - Epoch [190][60/940] lr: 6.388e-02, eta: 7:53:00, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2687, loss: 2.2687 2020-07-02 16:46:56,868 - mmaction - INFO - Epoch [190][80/940] lr: 6.388e-02, eta: 7:52:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3882, loss: 2.3882 2020-07-02 16:47:05,680 - mmaction - INFO - Epoch [190][100/940] lr: 6.388e-02, eta: 7:52:42, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3311, loss: 2.3311 2020-07-02 16:47:14,469 - mmaction - INFO - Epoch [190][120/940] lr: 6.388e-02, eta: 7:52:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.3904, loss: 2.3904 2020-07-02 16:47:23,378 - mmaction - INFO - Epoch [190][140/940] lr: 6.388e-02, eta: 7:52:24, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3458, loss: 2.3458 2020-07-02 16:47:32,161 - mmaction - INFO - Epoch [190][160/940] lr: 6.388e-02, eta: 7:52:14, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.2775, loss: 2.2775 2020-07-02 16:47:41,270 - mmaction - INFO - Epoch [190][180/940] lr: 6.388e-02, eta: 7:52:05, time: 0.453, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3278, loss: 2.3278 2020-07-02 16:47:50,049 - mmaction - INFO - Epoch [190][200/940] lr: 6.388e-02, eta: 7:51:56, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6937, loss_cls: 2.3004, loss: 2.3004 2020-07-02 16:47:59,444 - mmaction - INFO - Epoch [190][220/940] lr: 6.388e-02, eta: 7:51:47, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6687, loss_cls: 2.3719, loss: 2.3719 2020-07-02 16:48:08,630 - mmaction - INFO - Epoch [190][240/940] lr: 6.388e-02, eta: 7:51:39, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2549, loss: 2.2549 2020-07-02 16:48:17,885 - mmaction - INFO - Epoch [190][260/940] lr: 6.388e-02, eta: 7:51:30, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.4695, loss: 2.4695 2020-07-02 16:48:26,672 - mmaction - INFO - Epoch [190][280/940] lr: 6.388e-02, eta: 7:51:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3620, loss: 2.3620 2020-07-02 16:48:35,400 - mmaction - INFO - Epoch [190][300/940] lr: 6.388e-02, eta: 7:51:11, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.2054, loss: 2.2054 2020-07-02 16:48:44,214 - mmaction - INFO - Epoch [190][320/940] lr: 6.388e-02, eta: 7:51:02, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.3768, loss: 2.3768 2020-07-02 16:48:52,993 - mmaction - INFO - Epoch [190][340/940] lr: 6.388e-02, eta: 7:50:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3053, loss: 2.3053 2020-07-02 16:49:01,651 - mmaction - INFO - Epoch [190][360/940] lr: 6.388e-02, eta: 7:50:44, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4874, loss: 2.4874 2020-07-02 16:49:10,309 - mmaction - INFO - Epoch [190][380/940] lr: 6.388e-02, eta: 7:50:35, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3325, loss: 2.3325 2020-07-02 16:49:19,273 - mmaction - INFO - Epoch [190][400/940] lr: 6.388e-02, eta: 7:50:26, time: 0.450, data_time: 0.012, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5216, loss: 2.5216 2020-07-02 16:49:28,141 - mmaction - INFO - Epoch [190][420/940] lr: 6.388e-02, eta: 7:50:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.4405, loss: 2.4405 2020-07-02 16:49:37,052 - mmaction - INFO - Epoch [190][440/940] lr: 6.388e-02, eta: 7:50:08, time: 0.446, data_time: 0.012, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7031, loss_cls: 2.3490, loss: 2.3490 2020-07-02 16:49:46,364 - mmaction - INFO - Epoch [190][460/940] lr: 6.388e-02, eta: 7:49:59, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3479, loss: 2.3479 2020-07-02 16:49:55,333 - mmaction - INFO - Epoch [190][480/940] lr: 6.388e-02, eta: 7:49:50, time: 0.449, data_time: 0.009, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2278, loss: 2.2278 2020-07-02 16:50:04,089 - mmaction - INFO - Epoch [190][500/940] lr: 6.388e-02, eta: 7:49:41, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.3791, loss: 2.3791 2020-07-02 16:50:12,831 - mmaction - INFO - Epoch [190][520/940] lr: 6.388e-02, eta: 7:49:32, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3330, loss: 2.3330 2020-07-02 16:50:22,042 - mmaction - INFO - Epoch [190][540/940] lr: 6.388e-02, eta: 7:49:23, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4725, loss: 2.4725 2020-07-02 16:50:30,774 - mmaction - INFO - Epoch [190][560/940] lr: 6.388e-02, eta: 7:49:13, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4260, loss: 2.4260 2020-07-02 16:50:39,581 - mmaction - INFO - Epoch [190][580/940] lr: 6.388e-02, eta: 7:49:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.3456, loss: 2.3456 2020-07-02 16:50:48,335 - mmaction - INFO - Epoch [190][600/940] lr: 6.388e-02, eta: 7:48:55, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2535, loss: 2.2535 2020-07-02 16:50:57,053 - mmaction - INFO - Epoch [190][620/940] lr: 6.388e-02, eta: 7:48:46, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.5785, loss: 2.5785 2020-07-02 16:51:05,837 - mmaction - INFO - Epoch [190][640/940] lr: 6.388e-02, eta: 7:48:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3213, loss: 2.3213 2020-07-02 16:51:14,511 - mmaction - INFO - Epoch [190][660/940] lr: 6.388e-02, eta: 7:48:28, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.1669, loss: 2.1669 2020-07-02 16:51:23,180 - mmaction - INFO - Epoch [190][680/940] lr: 6.388e-02, eta: 7:48:19, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.4880, loss: 2.4880 2020-07-02 16:51:32,568 - mmaction - INFO - Epoch [190][700/940] lr: 6.388e-02, eta: 7:48:10, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1658, loss: 2.1658 2020-07-02 16:51:41,370 - mmaction - INFO - Epoch [190][720/940] lr: 6.388e-02, eta: 7:48:01, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.3141, loss: 2.3141 2020-07-02 16:51:50,589 - mmaction - INFO - Epoch [190][740/940] lr: 6.388e-02, eta: 7:47:52, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5625, loss: 2.5625 2020-07-02 16:51:59,331 - mmaction - INFO - Epoch [190][760/940] lr: 6.388e-02, eta: 7:47:43, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1483, loss: 2.1483 2020-07-02 16:52:08,212 - mmaction - INFO - Epoch [190][780/940] lr: 6.388e-02, eta: 7:47:34, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3477, loss: 2.3477 2020-07-02 16:52:17,005 - mmaction - INFO - Epoch [190][800/940] lr: 6.388e-02, eta: 7:47:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6969, loss_cls: 2.3445, loss: 2.3445 2020-07-02 16:52:25,829 - mmaction - INFO - Epoch [190][820/940] lr: 6.388e-02, eta: 7:47:15, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7250, loss_cls: 2.4695, loss: 2.4695 2020-07-02 16:52:34,684 - mmaction - INFO - Epoch [190][840/940] lr: 6.388e-02, eta: 7:47:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3299, loss: 2.3299 2020-07-02 16:52:43,349 - mmaction - INFO - Epoch [190][860/940] lr: 6.388e-02, eta: 7:46:57, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.3868, loss: 2.3868 2020-07-02 16:52:52,197 - mmaction - INFO - Epoch [190][880/940] lr: 6.388e-02, eta: 7:46:48, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.4929, loss: 2.4929 2020-07-02 16:53:00,974 - mmaction - INFO - Epoch [190][900/940] lr: 6.388e-02, eta: 7:46:39, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3099, loss: 2.3099 2020-07-02 16:53:09,712 - mmaction - INFO - Epoch [190][920/940] lr: 6.388e-02, eta: 7:46:30, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2309, loss: 2.2309 2020-07-02 16:53:18,136 - mmaction - INFO - Epoch [190][940/940] lr: 6.388e-02, eta: 7:46:21, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.4610, top5_acc: 0.6981, loss_cls: 2.3708, loss: 2.3708 2020-07-02 16:53:35,804 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 16:53:36,682 - mmaction - INFO - top1_acc 0.5241 top5_acc 0.7747 2020-07-02 16:53:36,682 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 16:53:36,741 - mmaction - INFO - mean_acc 0.5240 2020-07-02 16:53:36,751 - mmaction - INFO - Epoch [190][940/940] lr: 6.388e-02, top1_acc: 0.5241, top5_acc: 0.7747, mean_class_accuracy: 0.5240 2020-07-02 16:53:49,592 - mmaction - INFO - Epoch [191][20/940] lr: 6.209e-02, eta: 7:46:13, time: 0.641, data_time: 0.198, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.2921, loss: 2.2921 2020-07-02 16:53:58,391 - mmaction - INFO - Epoch [191][40/940] lr: 6.209e-02, eta: 7:46:04, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1044, loss: 2.1044 2020-07-02 16:54:07,547 - mmaction - INFO - Epoch [191][60/940] lr: 6.209e-02, eta: 7:45:55, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2659, loss: 2.2659 2020-07-02 16:54:16,432 - mmaction - INFO - Epoch [191][80/940] lr: 6.209e-02, eta: 7:45:46, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2659, loss: 2.2659 2020-07-02 16:54:25,183 - mmaction - INFO - Epoch [191][100/940] lr: 6.209e-02, eta: 7:45:37, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1867, loss: 2.1867 2020-07-02 16:54:34,187 - mmaction - INFO - Epoch [191][120/940] lr: 6.209e-02, eta: 7:45:28, time: 0.452, data_time: 0.003, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.5186, loss: 2.5186 2020-07-02 16:54:42,903 - mmaction - INFO - Epoch [191][140/940] lr: 6.209e-02, eta: 7:45:19, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.6906, loss_cls: 2.3850, loss: 2.3850 2020-07-02 16:54:52,559 - mmaction - INFO - Epoch [191][160/940] lr: 6.209e-02, eta: 7:45:10, time: 0.483, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3717, loss: 2.3717 2020-07-02 16:55:01,290 - mmaction - INFO - Epoch [191][180/940] lr: 6.209e-02, eta: 7:45:01, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2511, loss: 2.2511 2020-07-02 16:55:09,987 - mmaction - INFO - Epoch [191][200/940] lr: 6.209e-02, eta: 7:44:51, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.3050, loss: 2.3050 2020-07-02 16:55:18,771 - mmaction - INFO - Epoch [191][220/940] lr: 6.209e-02, eta: 7:44:42, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1460, loss: 2.1460 2020-07-02 16:55:27,595 - mmaction - INFO - Epoch [191][240/940] lr: 6.209e-02, eta: 7:44:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1557, loss: 2.1557 2020-07-02 16:55:36,403 - mmaction - INFO - Epoch [191][260/940] lr: 6.209e-02, eta: 7:44:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7031, loss_cls: 2.3701, loss: 2.3701 2020-07-02 16:55:45,200 - mmaction - INFO - Epoch [191][280/940] lr: 6.209e-02, eta: 7:44:15, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.2862, loss: 2.2862 2020-07-02 16:55:53,968 - mmaction - INFO - Epoch [191][300/940] lr: 6.209e-02, eta: 7:44:06, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3339, loss: 2.3339 2020-07-02 16:56:02,707 - mmaction - INFO - Epoch [191][320/940] lr: 6.209e-02, eta: 7:43:57, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.3169, loss: 2.3169 2020-07-02 16:56:11,320 - mmaction - INFO - Epoch [191][340/940] lr: 6.209e-02, eta: 7:43:48, time: 0.431, data_time: 0.003, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.3723, loss: 2.3723 2020-07-02 16:56:20,528 - mmaction - INFO - Epoch [191][360/940] lr: 6.209e-02, eta: 7:43:39, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1888, loss: 2.1888 2020-07-02 16:56:29,828 - mmaction - INFO - Epoch [191][380/940] lr: 6.209e-02, eta: 7:43:30, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.2022, loss: 2.2022 2020-07-02 16:56:38,619 - mmaction - INFO - Epoch [191][400/940] lr: 6.209e-02, eta: 7:43:21, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.1647, loss: 2.1647 2020-07-02 16:56:47,466 - mmaction - INFO - Epoch [191][420/940] lr: 6.209e-02, eta: 7:43:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1850, loss: 2.1850 2020-07-02 16:56:56,172 - mmaction - INFO - Epoch [191][440/940] lr: 6.209e-02, eta: 7:43:03, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2086, loss: 2.2086 2020-07-02 16:57:05,011 - mmaction - INFO - Epoch [191][460/940] lr: 6.209e-02, eta: 7:42:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6906, loss_cls: 2.4199, loss: 2.4199 2020-07-02 16:57:14,691 - mmaction - INFO - Epoch [191][480/940] lr: 6.209e-02, eta: 7:42:45, time: 0.484, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4478, loss: 2.4478 2020-07-02 16:57:23,635 - mmaction - INFO - Epoch [191][500/940] lr: 6.209e-02, eta: 7:42:36, time: 0.446, data_time: 0.000, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4589, loss: 2.4589 2020-07-02 16:57:32,337 - mmaction - INFO - Epoch [191][520/940] lr: 6.209e-02, eta: 7:42:26, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.4150, loss: 2.4150 2020-07-02 16:57:41,106 - mmaction - INFO - Epoch [191][540/940] lr: 6.209e-02, eta: 7:42:17, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.0019, loss: 2.0019 2020-07-02 16:57:49,807 - mmaction - INFO - Epoch [191][560/940] lr: 6.209e-02, eta: 7:42:08, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6906, loss_cls: 2.3299, loss: 2.3299 2020-07-02 16:57:59,159 - mmaction - INFO - Epoch [191][580/940] lr: 6.209e-02, eta: 7:41:59, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.3257, loss: 2.3257 2020-07-02 16:58:08,346 - mmaction - INFO - Epoch [191][600/940] lr: 6.209e-02, eta: 7:41:50, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.4389, loss: 2.4389 2020-07-02 16:58:17,503 - mmaction - INFO - Epoch [191][620/940] lr: 6.209e-02, eta: 7:41:41, time: 0.459, data_time: 0.003, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2795, loss: 2.2795 2020-07-02 16:58:26,396 - mmaction - INFO - Epoch [191][640/940] lr: 6.209e-02, eta: 7:41:32, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2052, loss: 2.2052 2020-07-02 16:58:35,085 - mmaction - INFO - Epoch [191][660/940] lr: 6.209e-02, eta: 7:41:23, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.3913, loss: 2.3913 2020-07-02 16:58:44,362 - mmaction - INFO - Epoch [191][680/940] lr: 6.209e-02, eta: 7:41:14, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5045, loss: 2.5045 2020-07-02 16:58:53,004 - mmaction - INFO - Epoch [191][700/940] lr: 6.209e-02, eta: 7:41:05, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2685, loss: 2.2685 2020-07-02 16:59:01,749 - mmaction - INFO - Epoch [191][720/940] lr: 6.209e-02, eta: 7:40:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.4975, loss: 2.4975 2020-07-02 16:59:10,431 - mmaction - INFO - Epoch [191][740/940] lr: 6.209e-02, eta: 7:40:47, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5824, loss: 2.5824 2020-07-02 16:59:19,714 - mmaction - INFO - Epoch [191][760/940] lr: 6.209e-02, eta: 7:40:38, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4646, loss: 2.4646 2020-07-02 16:59:28,467 - mmaction - INFO - Epoch [191][780/940] lr: 6.209e-02, eta: 7:40:29, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.5068, loss: 2.5068 2020-07-02 16:59:37,806 - mmaction - INFO - Epoch [191][800/940] lr: 6.209e-02, eta: 7:40:20, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.6844, loss_cls: 2.4152, loss: 2.4152 2020-07-02 16:59:46,533 - mmaction - INFO - Epoch [191][820/940] lr: 6.209e-02, eta: 7:40:11, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3052, loss: 2.3052 2020-07-02 16:59:56,176 - mmaction - INFO - Epoch [191][840/940] lr: 6.209e-02, eta: 7:40:02, time: 0.481, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7125, loss_cls: 2.2855, loss: 2.2855 2020-07-02 17:00:14,452 - mmaction - INFO - Epoch [191][860/940] lr: 6.209e-02, eta: 7:39:56, time: 0.909, data_time: 0.003, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7219, loss_cls: 2.2479, loss: 2.2479 2020-07-02 17:00:23,656 - mmaction - INFO - Epoch [191][880/940] lr: 6.209e-02, eta: 7:39:47, time: 0.466, data_time: 0.009, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.4635, loss: 2.4635 2020-07-02 17:00:32,897 - mmaction - INFO - Epoch [191][900/940] lr: 6.209e-02, eta: 7:39:38, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6937, loss_cls: 2.4112, loss: 2.4112 2020-07-02 17:00:41,579 - mmaction - INFO - Epoch [191][920/940] lr: 6.209e-02, eta: 7:39:29, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1521, loss: 2.1521 2020-07-02 17:00:49,976 - mmaction - INFO - Epoch [191][940/940] lr: 6.209e-02, eta: 7:39:20, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.4383, top5_acc: 0.6818, loss_cls: 2.4298, loss: 2.4298 2020-07-02 17:01:07,443 - mmaction - INFO - Epoch [192][20/940] lr: 6.032e-02, eta: 7:39:14, time: 0.856, data_time: 0.393, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2374, loss: 2.2374 2020-07-02 17:01:16,088 - mmaction - INFO - Epoch [192][40/940] lr: 6.032e-02, eta: 7:39:04, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.2794, loss: 2.2794 2020-07-02 17:01:25,376 - mmaction - INFO - Epoch [192][60/940] lr: 6.032e-02, eta: 7:38:55, time: 0.464, data_time: 0.000, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.3569, loss: 2.3569 2020-07-02 17:01:34,074 - mmaction - INFO - Epoch [192][80/940] lr: 6.032e-02, eta: 7:38:46, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.2674, loss: 2.2674 2020-07-02 17:01:43,151 - mmaction - INFO - Epoch [192][100/940] lr: 6.032e-02, eta: 7:38:37, time: 0.453, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3134, loss: 2.3134 2020-07-02 17:01:52,019 - mmaction - INFO - Epoch [192][120/940] lr: 6.032e-02, eta: 7:38:28, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2272, loss: 2.2272 2020-07-02 17:02:01,235 - mmaction - INFO - Epoch [192][140/940] lr: 6.032e-02, eta: 7:38:19, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.2354, loss: 2.2354 2020-07-02 17:02:09,982 - mmaction - INFO - Epoch [192][160/940] lr: 6.032e-02, eta: 7:38:10, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1180, loss: 2.1180 2020-07-02 17:02:19,182 - mmaction - INFO - Epoch [192][180/940] lr: 6.032e-02, eta: 7:38:01, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6334, loss: 2.6334 2020-07-02 17:02:27,822 - mmaction - INFO - Epoch [192][200/940] lr: 6.032e-02, eta: 7:37:52, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.7031, loss_cls: 2.4203, loss: 2.4203 2020-07-02 17:02:36,576 - mmaction - INFO - Epoch [192][220/940] lr: 6.032e-02, eta: 7:37:43, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.2996, loss: 2.2996 2020-07-02 17:02:45,821 - mmaction - INFO - Epoch [192][240/940] lr: 6.032e-02, eta: 7:37:34, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.1847, loss: 2.1847 2020-07-02 17:02:54,575 - mmaction - INFO - Epoch [192][260/940] lr: 6.032e-02, eta: 7:37:25, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.2454, loss: 2.2454 2020-07-02 17:03:03,330 - mmaction - INFO - Epoch [192][280/940] lr: 6.032e-02, eta: 7:37:16, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.1882, loss: 2.1882 2020-07-02 17:03:12,639 - mmaction - INFO - Epoch [192][300/940] lr: 6.032e-02, eta: 7:37:07, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2541, loss: 2.2541 2020-07-02 17:03:21,512 - mmaction - INFO - Epoch [192][320/940] lr: 6.032e-02, eta: 7:36:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.2621, loss: 2.2621 2020-07-02 17:03:30,246 - mmaction - INFO - Epoch [192][340/940] lr: 6.032e-02, eta: 7:36:49, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2859, loss: 2.2859 2020-07-02 17:03:39,487 - mmaction - INFO - Epoch [192][360/940] lr: 6.032e-02, eta: 7:36:40, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6531, loss_cls: 2.4515, loss: 2.4515 2020-07-02 17:03:48,182 - mmaction - INFO - Epoch [192][380/940] lr: 6.032e-02, eta: 7:36:31, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2046, loss: 2.2046 2020-07-02 17:03:56,891 - mmaction - INFO - Epoch [192][400/940] lr: 6.032e-02, eta: 7:36:21, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.4337, loss: 2.4337 2020-07-02 17:04:05,597 - mmaction - INFO - Epoch [192][420/940] lr: 6.032e-02, eta: 7:36:12, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0651, loss: 2.0651 2020-07-02 17:04:14,884 - mmaction - INFO - Epoch [192][440/940] lr: 6.032e-02, eta: 7:36:03, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0887, loss: 2.0887 2020-07-02 17:04:24,005 - mmaction - INFO - Epoch [192][460/940] lr: 6.032e-02, eta: 7:35:54, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1923, loss: 2.1923 2020-07-02 17:04:32,840 - mmaction - INFO - Epoch [192][480/940] lr: 6.032e-02, eta: 7:35:45, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4281, loss: 2.4281 2020-07-02 17:04:41,588 - mmaction - INFO - Epoch [192][500/940] lr: 6.032e-02, eta: 7:35:36, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.0708, loss: 2.0708 2020-07-02 17:04:50,344 - mmaction - INFO - Epoch [192][520/940] lr: 6.032e-02, eta: 7:35:27, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2783, loss: 2.2783 2020-07-02 17:04:58,973 - mmaction - INFO - Epoch [192][540/940] lr: 6.032e-02, eta: 7:35:18, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4704, loss: 2.4704 2020-07-02 17:05:07,655 - mmaction - INFO - Epoch [192][560/940] lr: 6.032e-02, eta: 7:35:09, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5548, loss: 2.5548 2020-07-02 17:05:16,853 - mmaction - INFO - Epoch [192][580/940] lr: 6.032e-02, eta: 7:35:00, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.2392, loss: 2.2392 2020-07-02 17:05:25,607 - mmaction - INFO - Epoch [192][600/940] lr: 6.032e-02, eta: 7:34:51, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0950, loss: 2.0950 2020-07-02 17:05:34,522 - mmaction - INFO - Epoch [192][620/940] lr: 6.032e-02, eta: 7:34:42, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2546, loss: 2.2546 2020-07-02 17:05:43,291 - mmaction - INFO - Epoch [192][640/940] lr: 6.032e-02, eta: 7:34:33, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6844, loss_cls: 2.4703, loss: 2.4703 2020-07-02 17:05:52,052 - mmaction - INFO - Epoch [192][660/940] lr: 6.032e-02, eta: 7:34:23, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1787, loss: 2.1787 2020-07-02 17:06:00,875 - mmaction - INFO - Epoch [192][680/940] lr: 6.032e-02, eta: 7:34:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1842, loss: 2.1842 2020-07-02 17:06:09,474 - mmaction - INFO - Epoch [192][700/940] lr: 6.032e-02, eta: 7:34:05, time: 0.430, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2479, loss: 2.2479 2020-07-02 17:06:18,228 - mmaction - INFO - Epoch [192][720/940] lr: 6.032e-02, eta: 7:33:56, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.5077, loss: 2.5077 2020-07-02 17:06:27,372 - mmaction - INFO - Epoch [192][740/940] lr: 6.032e-02, eta: 7:33:47, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4149, loss: 2.4149 2020-07-02 17:06:36,055 - mmaction - INFO - Epoch [192][760/940] lr: 6.032e-02, eta: 7:33:38, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.6937, loss_cls: 2.2698, loss: 2.2698 2020-07-02 17:06:45,046 - mmaction - INFO - Epoch [192][780/940] lr: 6.032e-02, eta: 7:33:29, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6906, loss_cls: 2.4444, loss: 2.4444 2020-07-02 17:06:53,757 - mmaction - INFO - Epoch [192][800/940] lr: 6.032e-02, eta: 7:33:20, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.2759, loss: 2.2759 2020-07-02 17:07:02,609 - mmaction - INFO - Epoch [192][820/940] lr: 6.032e-02, eta: 7:33:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0763, loss: 2.0763 2020-07-02 17:07:11,311 - mmaction - INFO - Epoch [192][840/940] lr: 6.032e-02, eta: 7:33:02, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7031, loss_cls: 2.3089, loss: 2.3089 2020-07-02 17:07:20,064 - mmaction - INFO - Epoch [192][860/940] lr: 6.032e-02, eta: 7:32:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3648, loss: 2.3648 2020-07-02 17:07:28,904 - mmaction - INFO - Epoch [192][880/940] lr: 6.032e-02, eta: 7:32:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3906, loss: 2.3906 2020-07-02 17:07:37,679 - mmaction - INFO - Epoch [192][900/940] lr: 6.032e-02, eta: 7:32:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.4926, loss: 2.4926 2020-07-02 17:07:46,384 - mmaction - INFO - Epoch [192][920/940] lr: 6.032e-02, eta: 7:32:25, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7094, loss_cls: 2.2195, loss: 2.2195 2020-07-02 17:07:55,239 - mmaction - INFO - Epoch [192][940/940] lr: 6.032e-02, eta: 7:32:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4643, top5_acc: 0.7110, loss_cls: 2.3320, loss: 2.3320 2020-07-02 17:07:55,574 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-07-02 17:08:10,231 - mmaction - INFO - Epoch [193][20/940] lr: 5.858e-02, eta: 7:32:09, time: 0.690, data_time: 0.223, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3642, loss: 2.3642 2020-07-02 17:08:19,107 - mmaction - INFO - Epoch [193][40/940] lr: 5.858e-02, eta: 7:32:00, time: 0.443, data_time: 0.009, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4498, loss: 2.4498 2020-07-02 17:08:27,900 - mmaction - INFO - Epoch [193][60/940] lr: 5.858e-02, eta: 7:31:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.5544, loss: 2.5544 2020-07-02 17:08:36,620 - mmaction - INFO - Epoch [193][80/940] lr: 5.858e-02, eta: 7:31:41, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0778, loss: 2.0778 2020-07-02 17:08:45,395 - mmaction - INFO - Epoch [193][100/940] lr: 5.858e-02, eta: 7:31:32, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2434, loss: 2.2434 2020-07-02 17:08:54,270 - mmaction - INFO - Epoch [193][120/940] lr: 5.858e-02, eta: 7:31:23, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.4393, loss: 2.4393 2020-07-02 17:09:02,968 - mmaction - INFO - Epoch [193][140/940] lr: 5.858e-02, eta: 7:31:14, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1278, loss: 2.1278 2020-07-02 17:09:11,776 - mmaction - INFO - Epoch [193][160/940] lr: 5.858e-02, eta: 7:31:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2530, loss: 2.2530 2020-07-02 17:09:20,436 - mmaction - INFO - Epoch [193][180/940] lr: 5.858e-02, eta: 7:30:56, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4392, loss: 2.4392 2020-07-02 17:09:29,141 - mmaction - INFO - Epoch [193][200/940] lr: 5.858e-02, eta: 7:30:47, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7281, loss_cls: 2.2072, loss: 2.2072 2020-07-02 17:09:38,515 - mmaction - INFO - Epoch [193][220/940] lr: 5.858e-02, eta: 7:30:38, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0732, loss: 2.0732 2020-07-02 17:09:48,308 - mmaction - INFO - Epoch [193][240/940] lr: 5.858e-02, eta: 7:30:29, time: 0.490, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2240, loss: 2.2240 2020-07-02 17:09:57,027 - mmaction - INFO - Epoch [193][260/940] lr: 5.858e-02, eta: 7:30:20, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2667, loss: 2.2667 2020-07-02 17:10:06,314 - mmaction - INFO - Epoch [193][280/940] lr: 5.858e-02, eta: 7:30:11, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.6906, loss_cls: 2.4253, loss: 2.4253 2020-07-02 17:10:14,988 - mmaction - INFO - Epoch [193][300/940] lr: 5.858e-02, eta: 7:30:02, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3308, loss: 2.3308 2020-07-02 17:10:23,670 - mmaction - INFO - Epoch [193][320/940] lr: 5.858e-02, eta: 7:29:53, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.3877, loss: 2.3877 2020-07-02 17:10:32,415 - mmaction - INFO - Epoch [193][340/940] lr: 5.858e-02, eta: 7:29:44, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3221, loss: 2.3221 2020-07-02 17:10:41,557 - mmaction - INFO - Epoch [193][360/940] lr: 5.858e-02, eta: 7:29:35, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3903, loss: 2.3903 2020-07-02 17:10:50,756 - mmaction - INFO - Epoch [193][380/940] lr: 5.858e-02, eta: 7:29:26, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.4138, loss: 2.4138 2020-07-02 17:11:00,145 - mmaction - INFO - Epoch [193][400/940] lr: 5.858e-02, eta: 7:29:17, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2147, loss: 2.2147 2020-07-02 17:11:09,060 - mmaction - INFO - Epoch [193][420/940] lr: 5.858e-02, eta: 7:29:08, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2908, loss: 2.2908 2020-07-02 17:11:17,822 - mmaction - INFO - Epoch [193][440/940] lr: 5.858e-02, eta: 7:28:59, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2708, loss: 2.2708 2020-07-02 17:11:26,956 - mmaction - INFO - Epoch [193][460/940] lr: 5.858e-02, eta: 7:28:50, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7031, loss_cls: 2.1960, loss: 2.1960 2020-07-02 17:11:36,508 - mmaction - INFO - Epoch [193][480/940] lr: 5.858e-02, eta: 7:28:41, time: 0.478, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2371, loss: 2.2371 2020-07-02 17:11:45,336 - mmaction - INFO - Epoch [193][500/940] lr: 5.858e-02, eta: 7:28:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1351, loss: 2.1351 2020-07-02 17:11:54,536 - mmaction - INFO - Epoch [193][520/940] lr: 5.858e-02, eta: 7:28:23, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2551, loss: 2.2551 2020-07-02 17:12:03,236 - mmaction - INFO - Epoch [193][540/940] lr: 5.858e-02, eta: 7:28:14, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2339, loss: 2.2339 2020-07-02 17:12:11,883 - mmaction - INFO - Epoch [193][560/940] lr: 5.858e-02, eta: 7:28:04, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4646, loss: 2.4646 2020-07-02 17:12:20,611 - mmaction - INFO - Epoch [193][580/940] lr: 5.858e-02, eta: 7:27:55, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.6937, loss_cls: 2.3296, loss: 2.3296 2020-07-02 17:12:29,783 - mmaction - INFO - Epoch [193][600/940] lr: 5.858e-02, eta: 7:27:46, time: 0.460, data_time: 0.003, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2395, loss: 2.2395 2020-07-02 17:12:38,964 - mmaction - INFO - Epoch [193][620/940] lr: 5.858e-02, eta: 7:27:37, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2235, loss: 2.2235 2020-07-02 17:12:48,240 - mmaction - INFO - Epoch [193][640/940] lr: 5.858e-02, eta: 7:27:28, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2764, loss: 2.2764 2020-07-02 17:12:56,936 - mmaction - INFO - Epoch [193][660/940] lr: 5.858e-02, eta: 7:27:19, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.3210, loss: 2.3210 2020-07-02 17:13:05,791 - mmaction - INFO - Epoch [193][680/940] lr: 5.858e-02, eta: 7:27:10, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.2091, loss: 2.2091 2020-07-02 17:13:14,520 - mmaction - INFO - Epoch [193][700/940] lr: 5.858e-02, eta: 7:27:01, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4237, loss: 2.4237 2020-07-02 17:13:23,175 - mmaction - INFO - Epoch [193][720/940] lr: 5.858e-02, eta: 7:26:52, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3452, loss: 2.3452 2020-07-02 17:13:32,461 - mmaction - INFO - Epoch [193][740/940] lr: 5.858e-02, eta: 7:26:43, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4330, loss: 2.4330 2020-07-02 17:13:41,216 - mmaction - INFO - Epoch [193][760/940] lr: 5.858e-02, eta: 7:26:34, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3729, loss: 2.3729 2020-07-02 17:13:49,954 - mmaction - INFO - Epoch [193][780/940] lr: 5.858e-02, eta: 7:26:25, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.5038, loss: 2.5038 2020-07-02 17:13:58,689 - mmaction - INFO - Epoch [193][800/940] lr: 5.858e-02, eta: 7:26:16, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.3977, loss: 2.3977 2020-07-02 17:14:07,994 - mmaction - INFO - Epoch [193][820/940] lr: 5.858e-02, eta: 7:26:07, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.4083, loss: 2.4083 2020-07-02 17:14:16,711 - mmaction - INFO - Epoch [193][840/940] lr: 5.858e-02, eta: 7:25:58, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.2946, loss: 2.2946 2020-07-02 17:14:25,498 - mmaction - INFO - Epoch [193][860/940] lr: 5.858e-02, eta: 7:25:49, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.2234, loss: 2.2234 2020-07-02 17:14:34,229 - mmaction - INFO - Epoch [193][880/940] lr: 5.858e-02, eta: 7:25:39, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2685, loss: 2.2685 2020-07-02 17:14:43,485 - mmaction - INFO - Epoch [193][900/940] lr: 5.858e-02, eta: 7:25:30, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4444, loss: 2.4444 2020-07-02 17:14:52,195 - mmaction - INFO - Epoch [193][920/940] lr: 5.858e-02, eta: 7:25:21, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2998, loss: 2.2998 2020-07-02 17:15:01,141 - mmaction - INFO - Epoch [193][940/940] lr: 5.858e-02, eta: 7:25:12, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.4383, top5_acc: 0.7143, loss_cls: 2.3248, loss: 2.3248 2020-07-02 17:15:15,722 - mmaction - INFO - Epoch [194][20/940] lr: 5.685e-02, eta: 7:25:05, time: 0.712, data_time: 0.272, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.1040, loss: 2.1040 2020-07-02 17:15:24,447 - mmaction - INFO - Epoch [194][40/940] lr: 5.685e-02, eta: 7:24:56, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4863, loss: 2.4863 2020-07-02 17:15:33,574 - mmaction - INFO - Epoch [194][60/940] lr: 5.685e-02, eta: 7:24:47, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.3326, loss: 2.3326 2020-07-02 17:15:42,277 - mmaction - INFO - Epoch [194][80/940] lr: 5.685e-02, eta: 7:24:38, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.2781, loss: 2.2781 2020-07-02 17:15:51,016 - mmaction - INFO - Epoch [194][100/940] lr: 5.685e-02, eta: 7:24:29, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2247, loss: 2.2247 2020-07-02 17:15:59,761 - mmaction - INFO - Epoch [194][120/940] lr: 5.685e-02, eta: 7:24:20, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3613, loss: 2.3613 2020-07-02 17:16:08,471 - mmaction - INFO - Epoch [194][140/940] lr: 5.685e-02, eta: 7:24:10, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3453, loss: 2.3453 2020-07-02 17:16:17,270 - mmaction - INFO - Epoch [194][160/940] lr: 5.685e-02, eta: 7:24:01, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6906, loss_cls: 2.3114, loss: 2.3114 2020-07-02 17:16:25,932 - mmaction - INFO - Epoch [194][180/940] lr: 5.685e-02, eta: 7:23:52, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1571, loss: 2.1571 2020-07-02 17:16:34,704 - mmaction - INFO - Epoch [194][200/940] lr: 5.685e-02, eta: 7:23:43, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.2108, loss: 2.2108 2020-07-02 17:16:43,451 - mmaction - INFO - Epoch [194][220/940] lr: 5.685e-02, eta: 7:23:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4508, loss: 2.4508 2020-07-02 17:16:52,820 - mmaction - INFO - Epoch [194][240/940] lr: 5.685e-02, eta: 7:23:25, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2855, loss: 2.2855 2020-07-02 17:17:01,554 - mmaction - INFO - Epoch [194][260/940] lr: 5.685e-02, eta: 7:23:16, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.0981, loss: 2.0981 2020-07-02 17:17:10,755 - mmaction - INFO - Epoch [194][280/940] lr: 5.685e-02, eta: 7:23:07, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4059, loss: 2.4059 2020-07-02 17:17:19,748 - mmaction - INFO - Epoch [194][300/940] lr: 5.685e-02, eta: 7:22:58, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4979, loss: 2.4979 2020-07-02 17:17:28,479 - mmaction - INFO - Epoch [194][320/940] lr: 5.685e-02, eta: 7:22:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.2578, loss: 2.2578 2020-07-02 17:17:37,255 - mmaction - INFO - Epoch [194][340/940] lr: 5.685e-02, eta: 7:22:40, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.2560, loss: 2.2560 2020-07-02 17:17:46,132 - mmaction - INFO - Epoch [194][360/940] lr: 5.685e-02, eta: 7:22:31, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.3759, loss: 2.3759 2020-07-02 17:17:55,189 - mmaction - INFO - Epoch [194][380/940] lr: 5.685e-02, eta: 7:22:22, time: 0.452, data_time: 0.017, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7469, loss_cls: 1.9863, loss: 1.9863 2020-07-02 17:18:03,951 - mmaction - INFO - Epoch [194][400/940] lr: 5.685e-02, eta: 7:22:13, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4048, loss: 2.4048 2020-07-02 17:18:12,794 - mmaction - INFO - Epoch [194][420/940] lr: 5.685e-02, eta: 7:22:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2799, loss: 2.2799 2020-07-02 17:18:21,569 - mmaction - INFO - Epoch [194][440/940] lr: 5.685e-02, eta: 7:21:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.2140, loss: 2.2140 2020-07-02 17:18:30,810 - mmaction - INFO - Epoch [194][460/940] lr: 5.685e-02, eta: 7:21:45, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.2121, loss: 2.2121 2020-07-02 17:18:39,588 - mmaction - INFO - Epoch [194][480/940] lr: 5.685e-02, eta: 7:21:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5204, loss: 2.5204 2020-07-02 17:18:48,414 - mmaction - INFO - Epoch [194][500/940] lr: 5.685e-02, eta: 7:21:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.2746, loss: 2.2746 2020-07-02 17:18:57,580 - mmaction - INFO - Epoch [194][520/940] lr: 5.685e-02, eta: 7:21:18, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2158, loss: 2.2158 2020-07-02 17:19:06,250 - mmaction - INFO - Epoch [194][540/940] lr: 5.685e-02, eta: 7:21:09, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2403, loss: 2.2403 2020-07-02 17:19:15,578 - mmaction - INFO - Epoch [194][560/940] lr: 5.685e-02, eta: 7:21:00, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.3133, loss: 2.3133 2020-07-02 17:19:24,332 - mmaction - INFO - Epoch [194][580/940] lr: 5.685e-02, eta: 7:20:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.4078, loss: 2.4078 2020-07-02 17:19:33,466 - mmaction - INFO - Epoch [194][600/940] lr: 5.685e-02, eta: 7:20:42, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1600, loss: 2.1600 2020-07-02 17:19:42,156 - mmaction - INFO - Epoch [194][620/940] lr: 5.685e-02, eta: 7:20:33, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5668, loss: 2.5668 2020-07-02 17:19:50,954 - mmaction - INFO - Epoch [194][640/940] lr: 5.685e-02, eta: 7:20:24, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4523, loss: 2.4523 2020-07-02 17:19:59,654 - mmaction - INFO - Epoch [194][660/940] lr: 5.685e-02, eta: 7:20:15, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1505, loss: 2.1505 2020-07-02 17:20:08,754 - mmaction - INFO - Epoch [194][680/940] lr: 5.685e-02, eta: 7:20:06, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2054, loss: 2.2054 2020-07-02 17:20:18,028 - mmaction - INFO - Epoch [194][700/940] lr: 5.685e-02, eta: 7:19:57, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4560, loss: 2.4560 2020-07-02 17:20:26,684 - mmaction - INFO - Epoch [194][720/940] lr: 5.685e-02, eta: 7:19:48, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2374, loss: 2.2374 2020-07-02 17:20:35,414 - mmaction - INFO - Epoch [194][740/940] lr: 5.685e-02, eta: 7:19:39, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.4408, loss: 2.4408 2020-07-02 17:20:44,511 - mmaction - INFO - Epoch [194][760/940] lr: 5.685e-02, eta: 7:19:30, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.4119, loss: 2.4119 2020-07-02 17:20:53,205 - mmaction - INFO - Epoch [194][780/940] lr: 5.685e-02, eta: 7:19:20, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.5246, loss: 2.5246 2020-07-02 17:21:02,464 - mmaction - INFO - Epoch [194][800/940] lr: 5.685e-02, eta: 7:19:12, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6937, loss_cls: 2.2876, loss: 2.2876 2020-07-02 17:21:11,225 - mmaction - INFO - Epoch [194][820/940] lr: 5.685e-02, eta: 7:19:02, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1552, loss: 2.1552 2020-07-02 17:21:19,997 - mmaction - INFO - Epoch [194][840/940] lr: 5.685e-02, eta: 7:18:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3578, loss: 2.3578 2020-07-02 17:21:28,612 - mmaction - INFO - Epoch [194][860/940] lr: 5.685e-02, eta: 7:18:44, time: 0.431, data_time: 0.003, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6969, loss_cls: 2.2555, loss: 2.2555 2020-07-02 17:21:37,353 - mmaction - INFO - Epoch [194][880/940] lr: 5.685e-02, eta: 7:18:35, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2955, loss: 2.2955 2020-07-02 17:21:46,122 - mmaction - INFO - Epoch [194][900/940] lr: 5.685e-02, eta: 7:18:26, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2617, loss: 2.2617 2020-07-02 17:21:55,215 - mmaction - INFO - Epoch [194][920/940] lr: 5.685e-02, eta: 7:18:17, time: 0.455, data_time: 0.018, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3013, loss: 2.3013 2020-07-02 17:22:03,543 - mmaction - INFO - Epoch [194][940/940] lr: 5.685e-02, eta: 7:18:08, time: 0.417, data_time: 0.001, memory: 6328, top1_acc: 0.4123, top5_acc: 0.6883, loss_cls: 2.6031, loss: 2.6031 2020-07-02 17:22:18,102 - mmaction - INFO - Epoch [195][20/940] lr: 5.515e-02, eta: 7:18:00, time: 0.710, data_time: 0.269, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.1484, loss: 2.1484 2020-07-02 17:22:26,850 - mmaction - INFO - Epoch [195][40/940] lr: 5.515e-02, eta: 7:17:51, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3072, loss: 2.3072 2020-07-02 17:22:35,558 - mmaction - INFO - Epoch [195][60/940] lr: 5.515e-02, eta: 7:17:42, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2884, loss: 2.2884 2020-07-02 17:22:44,808 - mmaction - INFO - Epoch [195][80/940] lr: 5.515e-02, eta: 7:17:33, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2962, loss: 2.2962 2020-07-02 17:22:53,540 - mmaction - INFO - Epoch [195][100/940] lr: 5.515e-02, eta: 7:17:24, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1693, loss: 2.1693 2020-07-02 17:23:02,498 - mmaction - INFO - Epoch [195][120/940] lr: 5.515e-02, eta: 7:17:15, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4590, loss: 2.4590 2020-07-02 17:23:11,432 - mmaction - INFO - Epoch [195][140/940] lr: 5.515e-02, eta: 7:17:06, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2394, loss: 2.2394 2020-07-02 17:23:20,521 - mmaction - INFO - Epoch [195][160/940] lr: 5.515e-02, eta: 7:16:57, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.4149, loss: 2.4149 2020-07-02 17:23:29,392 - mmaction - INFO - Epoch [195][180/940] lr: 5.515e-02, eta: 7:16:48, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4590, loss: 2.4590 2020-07-02 17:23:39,068 - mmaction - INFO - Epoch [195][200/940] lr: 5.515e-02, eta: 7:16:39, time: 0.483, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4880, loss: 2.4880 2020-07-02 17:23:47,769 - mmaction - INFO - Epoch [195][220/940] lr: 5.515e-02, eta: 7:16:30, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.2374, loss: 2.2374 2020-07-02 17:23:56,479 - mmaction - INFO - Epoch [195][240/940] lr: 5.515e-02, eta: 7:16:21, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.2569, loss: 2.2569 2020-07-02 17:24:05,682 - mmaction - INFO - Epoch [195][260/940] lr: 5.515e-02, eta: 7:16:12, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2411, loss: 2.2411 2020-07-02 17:24:14,443 - mmaction - INFO - Epoch [195][280/940] lr: 5.515e-02, eta: 7:16:03, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3617, loss: 2.3617 2020-07-02 17:24:23,593 - mmaction - INFO - Epoch [195][300/940] lr: 5.515e-02, eta: 7:15:54, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1047, loss: 2.1047 2020-07-02 17:24:32,331 - mmaction - INFO - Epoch [195][320/940] lr: 5.515e-02, eta: 7:15:45, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2993, loss: 2.2993 2020-07-02 17:24:41,077 - mmaction - INFO - Epoch [195][340/940] lr: 5.515e-02, eta: 7:15:36, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3072, loss: 2.3072 2020-07-02 17:24:49,834 - mmaction - INFO - Epoch [195][360/940] lr: 5.515e-02, eta: 7:15:26, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6656, loss_cls: 2.5016, loss: 2.5016 2020-07-02 17:24:59,071 - mmaction - INFO - Epoch [195][380/940] lr: 5.515e-02, eta: 7:15:17, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2554, loss: 2.2554 2020-07-02 17:25:07,892 - mmaction - INFO - Epoch [195][400/940] lr: 5.515e-02, eta: 7:15:08, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.0959, loss: 2.0959 2020-07-02 17:25:16,575 - mmaction - INFO - Epoch [195][420/940] lr: 5.515e-02, eta: 7:14:59, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2653, loss: 2.2653 2020-07-02 17:25:25,208 - mmaction - INFO - Epoch [195][440/940] lr: 5.515e-02, eta: 7:14:50, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.1963, loss: 2.1963 2020-07-02 17:25:34,025 - mmaction - INFO - Epoch [195][460/940] lr: 5.515e-02, eta: 7:14:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.6500, loss_cls: 2.5949, loss: 2.5949 2020-07-02 17:25:42,754 - mmaction - INFO - Epoch [195][480/940] lr: 5.515e-02, eta: 7:14:32, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.3414, loss: 2.3414 2020-07-02 17:25:52,021 - mmaction - INFO - Epoch [195][500/940] lr: 5.515e-02, eta: 7:14:23, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4313, top5_acc: 0.7344, loss_cls: 2.2305, loss: 2.2305 2020-07-02 17:26:00,699 - mmaction - INFO - Epoch [195][520/940] lr: 5.515e-02, eta: 7:14:14, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.2175, loss: 2.2175 2020-07-02 17:26:09,433 - mmaction - INFO - Epoch [195][540/940] lr: 5.515e-02, eta: 7:14:05, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2557, loss: 2.2557 2020-07-02 17:26:19,145 - mmaction - INFO - Epoch [195][560/940] lr: 5.515e-02, eta: 7:13:56, time: 0.485, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1745, loss: 2.1745 2020-07-02 17:26:27,932 - mmaction - INFO - Epoch [195][580/940] lr: 5.515e-02, eta: 7:13:47, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2445, loss: 2.2445 2020-07-02 17:26:37,228 - mmaction - INFO - Epoch [195][600/940] lr: 5.515e-02, eta: 7:13:38, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5048, loss: 2.5048 2020-07-02 17:26:45,936 - mmaction - INFO - Epoch [195][620/940] lr: 5.515e-02, eta: 7:13:29, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2199, loss: 2.2199 2020-07-02 17:26:55,149 - mmaction - INFO - Epoch [195][640/940] lr: 5.515e-02, eta: 7:13:20, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4935, loss: 2.4935 2020-07-02 17:27:03,840 - mmaction - INFO - Epoch [195][660/940] lr: 5.515e-02, eta: 7:13:11, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3075, loss: 2.3075 2020-07-02 17:27:12,682 - mmaction - INFO - Epoch [195][680/940] lr: 5.515e-02, eta: 7:13:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3060, loss: 2.3060 2020-07-02 17:27:21,949 - mmaction - INFO - Epoch [195][700/940] lr: 5.515e-02, eta: 7:12:53, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1156, loss: 2.1156 2020-07-02 17:27:30,903 - mmaction - INFO - Epoch [195][720/940] lr: 5.515e-02, eta: 7:12:44, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3223, loss: 2.3223 2020-07-02 17:27:39,610 - mmaction - INFO - Epoch [195][740/940] lr: 5.515e-02, eta: 7:12:35, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3205, loss: 2.3205 2020-07-02 17:27:48,288 - mmaction - INFO - Epoch [195][760/940] lr: 5.515e-02, eta: 7:12:25, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7156, loss_cls: 2.2664, loss: 2.2664 2020-07-02 17:27:56,972 - mmaction - INFO - Epoch [195][780/940] lr: 5.515e-02, eta: 7:12:16, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3843, loss: 2.3843 2020-07-02 17:28:05,832 - mmaction - INFO - Epoch [195][800/940] lr: 5.515e-02, eta: 7:12:07, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.1593, loss: 2.1593 2020-07-02 17:28:14,609 - mmaction - INFO - Epoch [195][820/940] lr: 5.515e-02, eta: 7:11:58, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2039, loss: 2.2039 2020-07-02 17:28:23,448 - mmaction - INFO - Epoch [195][840/940] lr: 5.515e-02, eta: 7:11:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9644, loss: 1.9644 2020-07-02 17:28:32,138 - mmaction - INFO - Epoch [195][860/940] lr: 5.515e-02, eta: 7:11:40, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.3932, loss: 2.3932 2020-07-02 17:28:41,594 - mmaction - INFO - Epoch [195][880/940] lr: 5.515e-02, eta: 7:11:31, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1681, loss: 2.1681 2020-07-02 17:28:50,342 - mmaction - INFO - Epoch [195][900/940] lr: 5.515e-02, eta: 7:11:22, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5836, loss: 2.5836 2020-07-02 17:28:59,465 - mmaction - INFO - Epoch [195][920/940] lr: 5.515e-02, eta: 7:11:13, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2840, loss: 2.2840 2020-07-02 17:29:07,805 - mmaction - INFO - Epoch [195][940/940] lr: 5.515e-02, eta: 7:11:04, time: 0.417, data_time: 0.001, memory: 6328, top1_acc: 0.4870, top5_acc: 0.7305, loss_cls: 2.1552, loss: 2.1552 2020-07-02 17:29:25,841 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 17:29:26,714 - mmaction - INFO - top1_acc 0.5221 top5_acc 0.7654 2020-07-02 17:29:26,714 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 17:29:26,788 - mmaction - INFO - mean_acc 0.5219 2020-07-02 17:29:26,797 - mmaction - INFO - Epoch [195][940/940] lr: 5.515e-02, top1_acc: 0.5221, top5_acc: 0.7654, mean_class_accuracy: 0.5219 2020-07-02 17:29:39,794 - mmaction - INFO - Epoch [196][20/940] lr: 5.347e-02, eta: 7:10:56, time: 0.648, data_time: 0.192, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3679, loss: 2.3679 2020-07-02 17:29:48,621 - mmaction - INFO - Epoch [196][40/940] lr: 5.347e-02, eta: 7:10:47, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0591, loss: 2.0591 2020-07-02 17:29:57,321 - mmaction - INFO - Epoch [196][60/940] lr: 5.347e-02, eta: 7:10:38, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6906, loss_cls: 2.4009, loss: 2.4009 2020-07-02 17:30:06,074 - mmaction - INFO - Epoch [196][80/940] lr: 5.347e-02, eta: 7:10:29, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3061, loss: 2.3061 2020-07-02 17:30:14,814 - mmaction - INFO - Epoch [196][100/940] lr: 5.347e-02, eta: 7:10:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4035, loss: 2.4035 2020-07-02 17:30:23,490 - mmaction - INFO - Epoch [196][120/940] lr: 5.347e-02, eta: 7:10:10, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2859, loss: 2.2859 2020-07-02 17:30:32,154 - mmaction - INFO - Epoch [196][140/940] lr: 5.347e-02, eta: 7:10:01, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3008, loss: 2.3008 2020-07-02 17:30:41,207 - mmaction - INFO - Epoch [196][160/940] lr: 5.347e-02, eta: 7:09:52, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1977, loss: 2.1977 2020-07-02 17:30:50,052 - mmaction - INFO - Epoch [196][180/940] lr: 5.347e-02, eta: 7:09:43, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3530, loss: 2.3530 2020-07-02 17:30:59,184 - mmaction - INFO - Epoch [196][200/940] lr: 5.347e-02, eta: 7:09:34, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2731, loss: 2.2731 2020-07-02 17:31:07,980 - mmaction - INFO - Epoch [196][220/940] lr: 5.347e-02, eta: 7:09:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2476, loss: 2.2476 2020-07-02 17:31:17,224 - mmaction - INFO - Epoch [196][240/940] lr: 5.347e-02, eta: 7:09:16, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2460, loss: 2.2460 2020-07-02 17:31:25,939 - mmaction - INFO - Epoch [196][260/940] lr: 5.347e-02, eta: 7:09:07, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2399, loss: 2.2399 2020-07-02 17:31:34,768 - mmaction - INFO - Epoch [196][280/940] lr: 5.347e-02, eta: 7:08:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2472, loss: 2.2472 2020-07-02 17:31:43,652 - mmaction - INFO - Epoch [196][300/940] lr: 5.347e-02, eta: 7:08:49, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2602, loss: 2.2602 2020-07-02 17:31:52,337 - mmaction - INFO - Epoch [196][320/940] lr: 5.347e-02, eta: 7:08:40, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6261, loss: 2.6261 2020-07-02 17:32:01,089 - mmaction - INFO - Epoch [196][340/940] lr: 5.347e-02, eta: 7:08:31, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.3060, loss: 2.3060 2020-07-02 17:32:10,352 - mmaction - INFO - Epoch [196][360/940] lr: 5.347e-02, eta: 7:08:22, time: 0.465, data_time: 0.003, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2100, loss: 2.2100 2020-07-02 17:32:19,074 - mmaction - INFO - Epoch [196][380/940] lr: 5.347e-02, eta: 7:08:13, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3207, loss: 2.3207 2020-07-02 17:32:28,350 - mmaction - INFO - Epoch [196][400/940] lr: 5.347e-02, eta: 7:08:04, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3741, loss: 2.3741 2020-07-02 17:32:37,647 - mmaction - INFO - Epoch [196][420/940] lr: 5.347e-02, eta: 7:07:55, time: 0.464, data_time: 0.000, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5906, loss: 2.5906 2020-07-02 17:32:46,795 - mmaction - INFO - Epoch [196][440/940] lr: 5.347e-02, eta: 7:07:46, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3525, loss: 2.3525 2020-07-02 17:32:55,594 - mmaction - INFO - Epoch [196][460/940] lr: 5.347e-02, eta: 7:07:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2697, loss: 2.2697 2020-07-02 17:33:04,334 - mmaction - INFO - Epoch [196][480/940] lr: 5.347e-02, eta: 7:07:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3490, loss: 2.3490 2020-07-02 17:33:12,967 - mmaction - INFO - Epoch [196][500/940] lr: 5.347e-02, eta: 7:07:18, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7188, loss_cls: 2.3204, loss: 2.3204 2020-07-02 17:33:22,261 - mmaction - INFO - Epoch [196][520/940] lr: 5.347e-02, eta: 7:07:09, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2350, loss: 2.2350 2020-07-02 17:33:31,467 - mmaction - INFO - Epoch [196][540/940] lr: 5.347e-02, eta: 7:07:00, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.3734, loss: 2.3734 2020-07-02 17:33:40,567 - mmaction - INFO - Epoch [196][560/940] lr: 5.347e-02, eta: 7:06:51, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.4340, loss: 2.4340 2020-07-02 17:33:50,362 - mmaction - INFO - Epoch [196][580/940] lr: 5.347e-02, eta: 7:06:43, time: 0.490, data_time: 0.002, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.3958, loss: 2.3958 2020-07-02 17:33:59,035 - mmaction - INFO - Epoch [196][600/940] lr: 5.347e-02, eta: 7:06:33, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7063, loss_cls: 2.1550, loss: 2.1550 2020-07-02 17:34:07,900 - mmaction - INFO - Epoch [196][620/940] lr: 5.347e-02, eta: 7:06:24, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.5373, loss: 2.5373 2020-07-02 17:34:16,577 - mmaction - INFO - Epoch [196][640/940] lr: 5.347e-02, eta: 7:06:15, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1125, loss: 2.1125 2020-07-02 17:34:25,318 - mmaction - INFO - Epoch [196][660/940] lr: 5.347e-02, eta: 7:06:06, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1038, loss: 2.1038 2020-07-02 17:34:34,008 - mmaction - INFO - Epoch [196][680/940] lr: 5.347e-02, eta: 7:05:57, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3745, loss: 2.3745 2020-07-02 17:34:43,345 - mmaction - INFO - Epoch [196][700/940] lr: 5.347e-02, eta: 7:05:48, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3448, loss: 2.3448 2020-07-02 17:34:52,077 - mmaction - INFO - Epoch [196][720/940] lr: 5.347e-02, eta: 7:05:39, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5035, loss: 2.5035 2020-07-02 17:35:01,236 - mmaction - INFO - Epoch [196][740/940] lr: 5.347e-02, eta: 7:05:30, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3657, loss: 2.3657 2020-07-02 17:35:10,004 - mmaction - INFO - Epoch [196][760/940] lr: 5.347e-02, eta: 7:05:21, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.5171, loss: 2.5171 2020-07-02 17:35:18,741 - mmaction - INFO - Epoch [196][780/940] lr: 5.347e-02, eta: 7:05:12, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2162, loss: 2.2162 2020-07-02 17:35:27,904 - mmaction - INFO - Epoch [196][800/940] lr: 5.347e-02, eta: 7:05:03, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.2593, loss: 2.2593 2020-07-02 17:35:36,608 - mmaction - INFO - Epoch [196][820/940] lr: 5.347e-02, eta: 7:04:54, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6750, loss_cls: 2.3434, loss: 2.3434 2020-07-02 17:35:45,360 - mmaction - INFO - Epoch [196][840/940] lr: 5.347e-02, eta: 7:04:45, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2056, loss: 2.2056 2020-07-02 17:35:54,083 - mmaction - INFO - Epoch [196][860/940] lr: 5.347e-02, eta: 7:04:36, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0235, loss: 2.0235 2020-07-02 17:36:02,766 - mmaction - INFO - Epoch [196][880/940] lr: 5.347e-02, eta: 7:04:26, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1894, loss: 2.1894 2020-07-02 17:36:11,465 - mmaction - INFO - Epoch [196][900/940] lr: 5.347e-02, eta: 7:04:17, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.2603, loss: 2.2603 2020-07-02 17:36:21,011 - mmaction - INFO - Epoch [196][920/940] lr: 5.347e-02, eta: 7:04:08, time: 0.476, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4801, loss: 2.4801 2020-07-02 17:36:29,463 - mmaction - INFO - Epoch [196][940/940] lr: 5.347e-02, eta: 7:03:59, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.4838, top5_acc: 0.7240, loss_cls: 2.3029, loss: 2.3029 2020-07-02 17:36:29,770 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-07-02 17:36:45,629 - mmaction - INFO - Epoch [197][20/940] lr: 5.181e-02, eta: 7:03:52, time: 0.733, data_time: 0.283, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1963, loss: 2.1963 2020-07-02 17:36:54,353 - mmaction - INFO - Epoch [197][40/940] lr: 5.181e-02, eta: 7:03:43, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6875, loss_cls: 2.3862, loss: 2.3862 2020-07-02 17:37:03,484 - mmaction - INFO - Epoch [197][60/940] lr: 5.181e-02, eta: 7:03:34, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1589, loss: 2.1589 2020-07-02 17:37:12,325 - mmaction - INFO - Epoch [197][80/940] lr: 5.181e-02, eta: 7:03:25, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 2.0137, loss: 2.0137 2020-07-02 17:37:21,027 - mmaction - INFO - Epoch [197][100/940] lr: 5.181e-02, eta: 7:03:16, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.2181, loss: 2.2181 2020-07-02 17:37:29,816 - mmaction - INFO - Epoch [197][120/940] lr: 5.181e-02, eta: 7:03:07, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1443, loss: 2.1443 2020-07-02 17:37:38,650 - mmaction - INFO - Epoch [197][140/940] lr: 5.181e-02, eta: 7:02:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1552, loss: 2.1552 2020-07-02 17:37:47,453 - mmaction - INFO - Epoch [197][160/940] lr: 5.181e-02, eta: 7:02:48, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2401, loss: 2.2401 2020-07-02 17:37:56,116 - mmaction - INFO - Epoch [197][180/940] lr: 5.181e-02, eta: 7:02:39, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1973, loss: 2.1973 2020-07-02 17:38:05,305 - mmaction - INFO - Epoch [197][200/940] lr: 5.181e-02, eta: 7:02:30, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1124, loss: 2.1124 2020-07-02 17:38:14,115 - mmaction - INFO - Epoch [197][220/940] lr: 5.181e-02, eta: 7:02:21, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6937, loss_cls: 2.3714, loss: 2.3714 2020-07-02 17:38:22,922 - mmaction - INFO - Epoch [197][240/940] lr: 5.181e-02, eta: 7:02:12, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.6969, loss_cls: 2.2702, loss: 2.2702 2020-07-02 17:38:31,704 - mmaction - INFO - Epoch [197][260/940] lr: 5.181e-02, eta: 7:02:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5158, loss: 2.5158 2020-07-02 17:38:40,439 - mmaction - INFO - Epoch [197][280/940] lr: 5.181e-02, eta: 7:01:54, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1438, loss: 2.1438 2020-07-02 17:38:49,154 - mmaction - INFO - Epoch [197][300/940] lr: 5.181e-02, eta: 7:01:45, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1144, loss: 2.1144 2020-07-02 17:38:57,835 - mmaction - INFO - Epoch [197][320/940] lr: 5.181e-02, eta: 7:01:36, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1939, loss: 2.1939 2020-07-02 17:39:06,636 - mmaction - INFO - Epoch [197][340/940] lr: 5.181e-02, eta: 7:01:27, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.1440, loss: 2.1440 2020-07-02 17:39:15,820 - mmaction - INFO - Epoch [197][360/940] lr: 5.181e-02, eta: 7:01:18, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.3169, loss: 2.3169 2020-07-02 17:39:24,613 - mmaction - INFO - Epoch [197][380/940] lr: 5.181e-02, eta: 7:01:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4258, loss: 2.4258 2020-07-02 17:39:33,298 - mmaction - INFO - Epoch [197][400/940] lr: 5.181e-02, eta: 7:00:59, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.1991, loss: 2.1991 2020-07-02 17:39:41,938 - mmaction - INFO - Epoch [197][420/940] lr: 5.181e-02, eta: 7:00:50, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.3096, loss: 2.3096 2020-07-02 17:39:50,817 - mmaction - INFO - Epoch [197][440/940] lr: 5.181e-02, eta: 7:00:41, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0547, loss: 2.0547 2020-07-02 17:39:59,493 - mmaction - INFO - Epoch [197][460/940] lr: 5.181e-02, eta: 7:00:32, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3354, loss: 2.3354 2020-07-02 17:40:08,582 - mmaction - INFO - Epoch [197][480/940] lr: 5.181e-02, eta: 7:00:23, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0232, loss: 2.0232 2020-07-02 17:40:17,804 - mmaction - INFO - Epoch [197][500/940] lr: 5.181e-02, eta: 7:00:14, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2449, loss: 2.2449 2020-07-02 17:40:26,553 - mmaction - INFO - Epoch [197][520/940] lr: 5.181e-02, eta: 7:00:05, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3996, loss: 2.3996 2020-07-02 17:40:35,545 - mmaction - INFO - Epoch [197][540/940] lr: 5.181e-02, eta: 6:59:56, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.4019, loss: 2.4019 2020-07-02 17:40:44,295 - mmaction - INFO - Epoch [197][560/940] lr: 5.181e-02, eta: 6:59:47, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4119, loss: 2.4119 2020-07-02 17:40:53,452 - mmaction - INFO - Epoch [197][580/940] lr: 5.181e-02, eta: 6:59:38, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.3192, loss: 2.3192 2020-07-02 17:41:02,193 - mmaction - INFO - Epoch [197][600/940] lr: 5.181e-02, eta: 6:59:29, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1252, loss: 2.1252 2020-07-02 17:41:10,949 - mmaction - INFO - Epoch [197][620/940] lr: 5.181e-02, eta: 6:59:20, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0218, loss: 2.0218 2020-07-02 17:41:19,656 - mmaction - INFO - Epoch [197][640/940] lr: 5.181e-02, eta: 6:59:11, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2989, loss: 2.2989 2020-07-02 17:41:28,274 - mmaction - INFO - Epoch [197][660/940] lr: 5.181e-02, eta: 6:59:01, time: 0.430, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1546, loss: 2.1546 2020-07-02 17:41:37,662 - mmaction - INFO - Epoch [197][680/940] lr: 5.181e-02, eta: 6:58:52, time: 0.469, data_time: 0.010, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.3169, loss: 2.3169 2020-07-02 17:41:46,392 - mmaction - INFO - Epoch [197][700/940] lr: 5.181e-02, eta: 6:58:43, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3982, loss: 2.3982 2020-07-02 17:41:55,299 - mmaction - INFO - Epoch [197][720/940] lr: 5.181e-02, eta: 6:58:34, time: 0.445, data_time: 0.010, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3248, loss: 2.3248 2020-07-02 17:42:03,991 - mmaction - INFO - Epoch [197][740/940] lr: 5.181e-02, eta: 6:58:25, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.5697, loss: 2.5697 2020-07-02 17:42:12,700 - mmaction - INFO - Epoch [197][760/940] lr: 5.181e-02, eta: 6:58:16, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7250, loss_cls: 2.0193, loss: 2.0193 2020-07-02 17:42:22,570 - mmaction - INFO - Epoch [197][780/940] lr: 5.181e-02, eta: 6:58:07, time: 0.494, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3541, loss: 2.3541 2020-07-02 17:42:31,220 - mmaction - INFO - Epoch [197][800/940] lr: 5.181e-02, eta: 6:57:58, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3028, loss: 2.3028 2020-07-02 17:42:40,502 - mmaction - INFO - Epoch [197][820/940] lr: 5.181e-02, eta: 6:57:49, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.5571, loss: 2.5571 2020-07-02 17:42:49,126 - mmaction - INFO - Epoch [197][840/940] lr: 5.181e-02, eta: 6:57:40, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.2561, loss: 2.2561 2020-07-02 17:42:58,514 - mmaction - INFO - Epoch [197][860/940] lr: 5.181e-02, eta: 6:57:31, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1399, loss: 2.1399 2020-07-02 17:43:07,709 - mmaction - INFO - Epoch [197][880/940] lr: 5.181e-02, eta: 6:57:22, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3635, loss: 2.3635 2020-07-02 17:43:16,887 - mmaction - INFO - Epoch [197][900/940] lr: 5.181e-02, eta: 6:57:13, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3266, loss: 2.3266 2020-07-02 17:43:25,572 - mmaction - INFO - Epoch [197][920/940] lr: 5.181e-02, eta: 6:57:04, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7063, loss_cls: 2.2842, loss: 2.2842 2020-07-02 17:43:34,013 - mmaction - INFO - Epoch [197][940/940] lr: 5.181e-02, eta: 6:56:55, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.5260, top5_acc: 0.7500, loss_cls: 2.1470, loss: 2.1470 2020-07-02 17:43:48,900 - mmaction - INFO - Epoch [198][20/940] lr: 5.017e-02, eta: 6:56:48, time: 0.728, data_time: 0.274, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.1656, loss: 2.1656 2020-07-02 17:43:57,698 - mmaction - INFO - Epoch [198][40/940] lr: 5.017e-02, eta: 6:56:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.4487, loss: 2.4487 2020-07-02 17:44:06,466 - mmaction - INFO - Epoch [198][60/940] lr: 5.017e-02, eta: 6:56:29, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7063, loss_cls: 2.2121, loss: 2.2121 2020-07-02 17:44:15,274 - mmaction - INFO - Epoch [198][80/940] lr: 5.017e-02, eta: 6:56:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.2096, loss: 2.2096 2020-07-02 17:44:23,992 - mmaction - INFO - Epoch [198][100/940] lr: 5.017e-02, eta: 6:56:11, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7156, loss_cls: 2.2672, loss: 2.2672 2020-07-02 17:44:32,805 - mmaction - INFO - Epoch [198][120/940] lr: 5.017e-02, eta: 6:56:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6656, loss_cls: 2.4762, loss: 2.4762 2020-07-02 17:44:41,530 - mmaction - INFO - Epoch [198][140/940] lr: 5.017e-02, eta: 6:55:53, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1619, loss: 2.1619 2020-07-02 17:44:50,362 - mmaction - INFO - Epoch [198][160/940] lr: 5.017e-02, eta: 6:55:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2429, loss: 2.2429 2020-07-02 17:44:59,726 - mmaction - INFO - Epoch [198][180/940] lr: 5.017e-02, eta: 6:55:35, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2793, loss: 2.2793 2020-07-02 17:45:08,382 - mmaction - INFO - Epoch [198][200/940] lr: 5.017e-02, eta: 6:55:26, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2025, loss: 2.2025 2020-07-02 17:45:17,175 - mmaction - INFO - Epoch [198][220/940] lr: 5.017e-02, eta: 6:55:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2695, loss: 2.2695 2020-07-02 17:45:25,980 - mmaction - INFO - Epoch [198][240/940] lr: 5.017e-02, eta: 6:55:08, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4412, loss: 2.4412 2020-07-02 17:45:34,683 - mmaction - INFO - Epoch [198][260/940] lr: 5.017e-02, eta: 6:54:59, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 2.1130, loss: 2.1130 2020-07-02 17:45:43,337 - mmaction - INFO - Epoch [198][280/940] lr: 5.017e-02, eta: 6:54:49, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3409, loss: 2.3409 2020-07-02 17:45:52,179 - mmaction - INFO - Epoch [198][300/940] lr: 5.017e-02, eta: 6:54:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1939, loss: 2.1939 2020-07-02 17:46:01,319 - mmaction - INFO - Epoch [198][320/940] lr: 5.017e-02, eta: 6:54:31, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.1653, loss: 2.1653 2020-07-02 17:46:11,156 - mmaction - INFO - Epoch [198][340/940] lr: 5.017e-02, eta: 6:54:23, time: 0.492, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.2133, loss: 2.2133 2020-07-02 17:46:19,833 - mmaction - INFO - Epoch [198][360/940] lr: 5.017e-02, eta: 6:54:14, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.2758, loss: 2.2758 2020-07-02 17:46:28,534 - mmaction - INFO - Epoch [198][380/940] lr: 5.017e-02, eta: 6:54:04, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7250, loss_cls: 2.2081, loss: 2.2081 2020-07-02 17:46:37,280 - mmaction - INFO - Epoch [198][400/940] lr: 5.017e-02, eta: 6:53:55, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 2.0321, loss: 2.0321 2020-07-02 17:46:46,245 - mmaction - INFO - Epoch [198][420/940] lr: 5.017e-02, eta: 6:53:46, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1695, loss: 2.1695 2020-07-02 17:46:55,062 - mmaction - INFO - Epoch [198][440/940] lr: 5.017e-02, eta: 6:53:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2579, loss: 2.2579 2020-07-02 17:47:04,417 - mmaction - INFO - Epoch [198][460/940] lr: 5.017e-02, eta: 6:53:28, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2378, loss: 2.2378 2020-07-02 17:47:13,179 - mmaction - INFO - Epoch [198][480/940] lr: 5.017e-02, eta: 6:53:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.3533, loss: 2.3533 2020-07-02 17:47:22,528 - mmaction - INFO - Epoch [198][500/940] lr: 5.017e-02, eta: 6:53:10, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3549, loss: 2.3549 2020-07-02 17:47:31,790 - mmaction - INFO - Epoch [198][520/940] lr: 5.017e-02, eta: 6:53:01, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1573, loss: 2.1573 2020-07-02 17:47:40,470 - mmaction - INFO - Epoch [198][540/940] lr: 5.017e-02, eta: 6:52:52, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3431, loss: 2.3431 2020-07-02 17:47:49,287 - mmaction - INFO - Epoch [198][560/940] lr: 5.017e-02, eta: 6:52:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7031, loss_cls: 2.2845, loss: 2.2845 2020-07-02 17:47:58,453 - mmaction - INFO - Epoch [198][580/940] lr: 5.017e-02, eta: 6:52:34, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.2752, loss: 2.2752 2020-07-02 17:48:07,200 - mmaction - INFO - Epoch [198][600/940] lr: 5.017e-02, eta: 6:52:25, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2493, loss: 2.2493 2020-07-02 17:48:15,996 - mmaction - INFO - Epoch [198][620/940] lr: 5.017e-02, eta: 6:52:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7031, loss_cls: 2.2503, loss: 2.2503 2020-07-02 17:48:24,813 - mmaction - INFO - Epoch [198][640/940] lr: 5.017e-02, eta: 6:52:07, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3954, loss: 2.3954 2020-07-02 17:48:33,577 - mmaction - INFO - Epoch [198][660/940] lr: 5.017e-02, eta: 6:51:58, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3437, loss: 2.3437 2020-07-02 17:48:42,795 - mmaction - INFO - Epoch [198][680/940] lr: 5.017e-02, eta: 6:51:49, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2757, loss: 2.2757 2020-07-02 17:48:51,956 - mmaction - INFO - Epoch [198][700/940] lr: 5.017e-02, eta: 6:51:40, time: 0.458, data_time: 0.003, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6813, loss_cls: 2.4867, loss: 2.4867 2020-07-02 17:49:00,627 - mmaction - INFO - Epoch [198][720/940] lr: 5.017e-02, eta: 6:51:31, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7312, loss_cls: 2.1518, loss: 2.1518 2020-07-02 17:49:09,328 - mmaction - INFO - Epoch [198][740/940] lr: 5.017e-02, eta: 6:51:22, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1043, loss: 2.1043 2020-07-02 17:49:18,090 - mmaction - INFO - Epoch [198][760/940] lr: 5.017e-02, eta: 6:51:12, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0629, loss: 2.0629 2020-07-02 17:49:27,209 - mmaction - INFO - Epoch [198][780/940] lr: 5.017e-02, eta: 6:51:03, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7281, loss_cls: 2.0081, loss: 2.0081 2020-07-02 17:49:35,973 - mmaction - INFO - Epoch [198][800/940] lr: 5.017e-02, eta: 6:50:54, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.4009, loss: 2.4009 2020-07-02 17:49:44,710 - mmaction - INFO - Epoch [198][820/940] lr: 5.017e-02, eta: 6:50:45, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1416, loss: 2.1416 2020-07-02 17:49:53,601 - mmaction - INFO - Epoch [198][840/940] lr: 5.017e-02, eta: 6:50:36, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2717, loss: 2.2717 2020-07-02 17:50:02,834 - mmaction - INFO - Epoch [198][860/940] lr: 5.017e-02, eta: 6:50:27, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1778, loss: 2.1778 2020-07-02 17:50:11,516 - mmaction - INFO - Epoch [198][880/940] lr: 5.017e-02, eta: 6:50:18, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.1277, loss: 2.1277 2020-07-02 17:50:20,281 - mmaction - INFO - Epoch [198][900/940] lr: 5.017e-02, eta: 6:50:09, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.1835, loss: 2.1835 2020-07-02 17:50:28,985 - mmaction - INFO - Epoch [198][920/940] lr: 5.017e-02, eta: 6:50:00, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2158, loss: 2.2158 2020-07-02 17:50:37,459 - mmaction - INFO - Epoch [198][940/940] lr: 5.017e-02, eta: 6:49:51, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.4903, top5_acc: 0.6851, loss_cls: 2.3358, loss: 2.3358 2020-07-02 17:50:54,202 - mmaction - INFO - Epoch [199][20/940] lr: 4.856e-02, eta: 6:49:44, time: 0.818, data_time: 0.334, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1290, loss: 2.1290 2020-07-02 17:51:02,838 - mmaction - INFO - Epoch [199][40/940] lr: 4.856e-02, eta: 6:49:35, time: 0.433, data_time: 0.003, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.3272, loss: 2.3272 2020-07-02 17:51:11,608 - mmaction - INFO - Epoch [199][60/940] lr: 4.856e-02, eta: 6:49:26, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2132, loss: 2.2132 2020-07-02 17:51:20,764 - mmaction - INFO - Epoch [199][80/940] lr: 4.856e-02, eta: 6:49:17, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3392, loss: 2.3392 2020-07-02 17:51:30,171 - mmaction - INFO - Epoch [199][100/940] lr: 4.856e-02, eta: 6:49:08, time: 0.471, data_time: 0.001, memory: 6328, top1_acc: 0.4375, top5_acc: 0.6594, loss_cls: 2.4891, loss: 2.4891 2020-07-02 17:51:38,848 - mmaction - INFO - Epoch [199][120/940] lr: 4.856e-02, eta: 6:48:59, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.1252, loss: 2.1252 2020-07-02 17:51:47,764 - mmaction - INFO - Epoch [199][140/940] lr: 4.856e-02, eta: 6:48:50, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3455, loss: 2.3455 2020-07-02 17:51:56,395 - mmaction - INFO - Epoch [199][160/940] lr: 4.856e-02, eta: 6:48:40, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1659, loss: 2.1659 2020-07-02 17:52:05,081 - mmaction - INFO - Epoch [199][180/940] lr: 4.856e-02, eta: 6:48:31, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.6781, loss_cls: 2.3085, loss: 2.3085 2020-07-02 17:52:14,386 - mmaction - INFO - Epoch [199][200/940] lr: 4.856e-02, eta: 6:48:22, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3169, loss: 2.3169 2020-07-02 17:52:23,499 - mmaction - INFO - Epoch [199][220/940] lr: 4.856e-02, eta: 6:48:13, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.2614, loss: 2.2614 2020-07-02 17:52:32,194 - mmaction - INFO - Epoch [199][240/940] lr: 4.856e-02, eta: 6:48:04, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.2282, loss: 2.2282 2020-07-02 17:52:40,991 - mmaction - INFO - Epoch [199][260/940] lr: 4.856e-02, eta: 6:47:55, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.1217, loss: 2.1217 2020-07-02 17:52:50,133 - mmaction - INFO - Epoch [199][280/940] lr: 4.856e-02, eta: 6:47:46, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7250, loss_cls: 2.0325, loss: 2.0325 2020-07-02 17:52:59,434 - mmaction - INFO - Epoch [199][300/940] lr: 4.856e-02, eta: 6:47:37, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1345, loss: 2.1345 2020-07-02 17:53:08,773 - mmaction - INFO - Epoch [199][320/940] lr: 4.856e-02, eta: 6:47:28, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7344, loss_cls: 2.0725, loss: 2.0725 2020-07-02 17:53:17,532 - mmaction - INFO - Epoch [199][340/940] lr: 4.856e-02, eta: 6:47:19, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.3168, loss: 2.3168 2020-07-02 17:53:26,701 - mmaction - INFO - Epoch [199][360/940] lr: 4.856e-02, eta: 6:47:10, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2058, loss: 2.2058 2020-07-02 17:53:35,799 - mmaction - INFO - Epoch [199][380/940] lr: 4.856e-02, eta: 6:47:01, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1192, loss: 2.1192 2020-07-02 17:53:44,469 - mmaction - INFO - Epoch [199][400/940] lr: 4.856e-02, eta: 6:46:52, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.3038, loss: 2.3038 2020-07-02 17:53:53,187 - mmaction - INFO - Epoch [199][420/940] lr: 4.856e-02, eta: 6:46:43, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 2.0185, loss: 2.0185 2020-07-02 17:54:01,885 - mmaction - INFO - Epoch [199][440/940] lr: 4.856e-02, eta: 6:46:34, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.6844, loss_cls: 2.3178, loss: 2.3178 2020-07-02 17:54:10,876 - mmaction - INFO - Epoch [199][460/940] lr: 4.856e-02, eta: 6:46:25, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1571, loss: 2.1571 2020-07-02 17:54:19,658 - mmaction - INFO - Epoch [199][480/940] lr: 4.856e-02, eta: 6:46:16, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 1.9824, loss: 1.9824 2020-07-02 17:54:28,462 - mmaction - INFO - Epoch [199][500/940] lr: 4.856e-02, eta: 6:46:07, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4439, loss: 2.4439 2020-07-02 17:54:37,274 - mmaction - INFO - Epoch [199][520/940] lr: 4.856e-02, eta: 6:45:58, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1784, loss: 2.1784 2020-07-02 17:54:46,503 - mmaction - INFO - Epoch [199][540/940] lr: 4.856e-02, eta: 6:45:49, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3909, loss: 2.3909 2020-07-02 17:54:55,315 - mmaction - INFO - Epoch [199][560/940] lr: 4.856e-02, eta: 6:45:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 1.9437, loss: 1.9437 2020-07-02 17:55:04,724 - mmaction - INFO - Epoch [199][580/940] lr: 4.856e-02, eta: 6:45:31, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1398, loss: 2.1398 2020-07-02 17:55:13,826 - mmaction - INFO - Epoch [199][600/940] lr: 4.856e-02, eta: 6:45:22, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2864, loss: 2.2864 2020-07-02 17:55:22,593 - mmaction - INFO - Epoch [199][620/940] lr: 4.856e-02, eta: 6:45:13, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2917, loss: 2.2917 2020-07-02 17:55:31,850 - mmaction - INFO - Epoch [199][640/940] lr: 4.856e-02, eta: 6:45:04, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.3189, loss: 2.3189 2020-07-02 17:55:41,094 - mmaction - INFO - Epoch [199][660/940] lr: 4.856e-02, eta: 6:44:55, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1870, loss: 2.1870 2020-07-02 17:55:49,800 - mmaction - INFO - Epoch [199][680/940] lr: 4.856e-02, eta: 6:44:46, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2869, loss: 2.2869 2020-07-02 17:55:59,000 - mmaction - INFO - Epoch [199][700/940] lr: 4.856e-02, eta: 6:44:37, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0394, loss: 2.0394 2020-07-02 17:56:07,688 - mmaction - INFO - Epoch [199][720/940] lr: 4.856e-02, eta: 6:44:27, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7375, loss_cls: 2.0246, loss: 2.0246 2020-07-02 17:56:16,377 - mmaction - INFO - Epoch [199][740/940] lr: 4.856e-02, eta: 6:44:18, time: 0.433, data_time: 0.003, memory: 6328, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3840, loss: 2.3840 2020-07-02 17:56:25,140 - mmaction - INFO - Epoch [199][760/940] lr: 4.856e-02, eta: 6:44:09, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3765, loss: 2.3765 2020-07-02 17:56:33,842 - mmaction - INFO - Epoch [199][780/940] lr: 4.856e-02, eta: 6:44:00, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3043, loss: 2.3043 2020-07-02 17:56:43,093 - mmaction - INFO - Epoch [199][800/940] lr: 4.856e-02, eta: 6:43:51, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4170, loss: 2.4170 2020-07-02 17:56:51,812 - mmaction - INFO - Epoch [199][820/940] lr: 4.856e-02, eta: 6:43:42, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.4363, loss: 2.4363 2020-07-02 17:57:01,114 - mmaction - INFO - Epoch [199][840/940] lr: 4.856e-02, eta: 6:43:33, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1935, loss: 2.1935 2020-07-02 17:57:09,851 - mmaction - INFO - Epoch [199][860/940] lr: 4.856e-02, eta: 6:43:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1088, loss: 2.1088 2020-07-02 17:57:18,485 - mmaction - INFO - Epoch [199][880/940] lr: 4.856e-02, eta: 6:43:15, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1627, loss: 2.1627 2020-07-02 17:57:27,601 - mmaction - INFO - Epoch [199][900/940] lr: 4.856e-02, eta: 6:43:06, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7094, loss_cls: 2.2843, loss: 2.2843 2020-07-02 17:57:36,394 - mmaction - INFO - Epoch [199][920/940] lr: 4.856e-02, eta: 6:42:57, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.4293, loss: 2.4293 2020-07-02 17:57:45,349 - mmaction - INFO - Epoch [199][940/940] lr: 4.856e-02, eta: 6:42:48, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.4643, top5_acc: 0.6916, loss_cls: 2.4553, loss: 2.4553 2020-07-02 17:57:59,779 - mmaction - INFO - Epoch [200][20/940] lr: 4.697e-02, eta: 6:42:40, time: 0.704, data_time: 0.260, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1178, loss: 2.1178 2020-07-02 17:58:08,460 - mmaction - INFO - Epoch [200][40/940] lr: 4.697e-02, eta: 6:42:31, time: 0.435, data_time: 0.003, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1338, loss: 2.1338 2020-07-02 17:58:17,197 - mmaction - INFO - Epoch [200][60/940] lr: 4.697e-02, eta: 6:42:22, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3481, loss: 2.3481 2020-07-02 17:58:25,939 - mmaction - INFO - Epoch [200][80/940] lr: 4.697e-02, eta: 6:42:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.1107, loss: 2.1107 2020-07-02 17:58:34,940 - mmaction - INFO - Epoch [200][100/940] lr: 4.697e-02, eta: 6:42:04, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.2371, loss: 2.2371 2020-07-02 17:58:43,804 - mmaction - INFO - Epoch [200][120/940] lr: 4.697e-02, eta: 6:41:55, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0896, loss: 2.0896 2020-07-02 17:58:52,510 - mmaction - INFO - Epoch [200][140/940] lr: 4.697e-02, eta: 6:41:46, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1876, loss: 2.1876 2020-07-02 17:59:01,339 - mmaction - INFO - Epoch [200][160/940] lr: 4.697e-02, eta: 6:41:37, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2470, loss: 2.2470 2020-07-02 17:59:10,009 - mmaction - INFO - Epoch [200][180/940] lr: 4.697e-02, eta: 6:41:27, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.3386, loss: 2.3386 2020-07-02 17:59:18,779 - mmaction - INFO - Epoch [200][200/940] lr: 4.697e-02, eta: 6:41:18, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1558, loss: 2.1558 2020-07-02 17:59:27,581 - mmaction - INFO - Epoch [200][220/940] lr: 4.697e-02, eta: 6:41:09, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1965, loss: 2.1965 2020-07-02 17:59:36,339 - mmaction - INFO - Epoch [200][240/940] lr: 4.697e-02, eta: 6:41:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.0883, loss: 2.0883 2020-07-02 17:59:45,146 - mmaction - INFO - Epoch [200][260/940] lr: 4.697e-02, eta: 6:40:51, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3161, loss: 2.3161 2020-07-02 17:59:53,844 - mmaction - INFO - Epoch [200][280/940] lr: 4.697e-02, eta: 6:40:42, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9964, loss: 1.9964 2020-07-02 18:00:02,523 - mmaction - INFO - Epoch [200][300/940] lr: 4.697e-02, eta: 6:40:33, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.1861, loss: 2.1861 2020-07-02 18:00:16,661 - mmaction - INFO - Epoch [200][320/940] lr: 4.697e-02, eta: 6:40:25, time: 0.701, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.2444, loss: 2.2444 2020-07-02 18:00:25,486 - mmaction - INFO - Epoch [200][340/940] lr: 4.697e-02, eta: 6:40:16, time: 0.447, data_time: 0.013, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0619, loss: 2.0619 2020-07-02 18:00:34,473 - mmaction - INFO - Epoch [200][360/940] lr: 4.697e-02, eta: 6:40:07, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1300, loss: 2.1300 2020-07-02 18:00:43,253 - mmaction - INFO - Epoch [200][380/940] lr: 4.697e-02, eta: 6:39:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.0521, loss: 2.0521 2020-07-02 18:00:52,466 - mmaction - INFO - Epoch [200][400/940] lr: 4.697e-02, eta: 6:39:49, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7719, loss_cls: 1.8696, loss: 1.8696 2020-07-02 18:01:01,147 - mmaction - INFO - Epoch [200][420/940] lr: 4.697e-02, eta: 6:39:40, time: 0.439, data_time: 0.006, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 2.0206, loss: 2.0206 2020-07-02 18:01:10,265 - mmaction - INFO - Epoch [200][440/940] lr: 4.697e-02, eta: 6:39:31, time: 0.455, data_time: 0.000, memory: 6328, top1_acc: 0.5125, top5_acc: 0.6937, loss_cls: 2.2686, loss: 2.2686 2020-07-02 18:01:19,004 - mmaction - INFO - Epoch [200][460/940] lr: 4.697e-02, eta: 6:39:22, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4393, loss: 2.4393 2020-07-02 18:01:28,371 - mmaction - INFO - Epoch [200][480/940] lr: 4.697e-02, eta: 6:39:13, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1439, loss: 2.1439 2020-07-02 18:01:37,603 - mmaction - INFO - Epoch [200][500/940] lr: 4.697e-02, eta: 6:39:04, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7156, loss_cls: 2.2548, loss: 2.2548 2020-07-02 18:01:46,277 - mmaction - INFO - Epoch [200][520/940] lr: 4.697e-02, eta: 6:38:55, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2158, loss: 2.2158 2020-07-02 18:01:54,982 - mmaction - INFO - Epoch [200][540/940] lr: 4.697e-02, eta: 6:38:46, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.4421, loss: 2.4421 2020-07-02 18:02:04,286 - mmaction - INFO - Epoch [200][560/940] lr: 4.697e-02, eta: 6:38:37, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4071, loss: 2.4071 2020-07-02 18:02:13,522 - mmaction - INFO - Epoch [200][580/940] lr: 4.697e-02, eta: 6:38:28, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0320, loss: 2.0320 2020-07-02 18:02:22,274 - mmaction - INFO - Epoch [200][600/940] lr: 4.697e-02, eta: 6:38:19, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2114, loss: 2.2114 2020-07-02 18:02:30,975 - mmaction - INFO - Epoch [200][620/940] lr: 4.697e-02, eta: 6:38:10, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0562, loss: 2.0562 2020-07-02 18:02:39,893 - mmaction - INFO - Epoch [200][640/940] lr: 4.697e-02, eta: 6:38:01, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4034, loss: 2.4034 2020-07-02 18:02:48,652 - mmaction - INFO - Epoch [200][660/940] lr: 4.697e-02, eta: 6:37:52, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1231, loss: 2.1231 2020-07-02 18:02:57,576 - mmaction - INFO - Epoch [200][680/940] lr: 4.697e-02, eta: 6:37:42, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 2.0000, loss: 2.0000 2020-07-02 18:03:06,619 - mmaction - INFO - Epoch [200][700/940] lr: 4.697e-02, eta: 6:37:33, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.3394, loss: 2.3394 2020-07-02 18:03:15,311 - mmaction - INFO - Epoch [200][720/940] lr: 4.697e-02, eta: 6:37:24, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3205, loss: 2.3205 2020-07-02 18:03:24,502 - mmaction - INFO - Epoch [200][740/940] lr: 4.697e-02, eta: 6:37:15, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.3014, loss: 2.3014 2020-07-02 18:03:33,211 - mmaction - INFO - Epoch [200][760/940] lr: 4.697e-02, eta: 6:37:06, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2428, loss: 2.2428 2020-07-02 18:03:42,030 - mmaction - INFO - Epoch [200][780/940] lr: 4.697e-02, eta: 6:36:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1642, loss: 2.1642 2020-07-02 18:03:50,898 - mmaction - INFO - Epoch [200][800/940] lr: 4.697e-02, eta: 6:36:48, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.4099, loss: 2.4099 2020-07-02 18:04:00,101 - mmaction - INFO - Epoch [200][820/940] lr: 4.697e-02, eta: 6:36:39, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2212, loss: 2.2212 2020-07-02 18:04:08,918 - mmaction - INFO - Epoch [200][840/940] lr: 4.697e-02, eta: 6:36:30, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3712, loss: 2.3712 2020-07-02 18:04:17,736 - mmaction - INFO - Epoch [200][860/940] lr: 4.697e-02, eta: 6:36:21, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.3277, loss: 2.3277 2020-07-02 18:04:26,412 - mmaction - INFO - Epoch [200][880/940] lr: 4.697e-02, eta: 6:36:12, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.2908, loss: 2.2908 2020-07-02 18:04:35,075 - mmaction - INFO - Epoch [200][900/940] lr: 4.697e-02, eta: 6:36:03, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1911, loss: 2.1911 2020-07-02 18:04:44,327 - mmaction - INFO - Epoch [200][920/940] lr: 4.697e-02, eta: 6:35:54, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3716, loss: 2.3716 2020-07-02 18:04:52,666 - mmaction - INFO - Epoch [200][940/940] lr: 4.697e-02, eta: 6:35:45, time: 0.417, data_time: 0.002, memory: 6328, top1_acc: 0.5292, top5_acc: 0.7305, loss_cls: 2.1978, loss: 2.1978 2020-07-02 18:04:53,027 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-07-02 18:05:12,972 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 18:05:13,842 - mmaction - INFO - top1_acc 0.5182 top5_acc 0.7589 2020-07-02 18:05:13,842 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 18:05:13,903 - mmaction - INFO - mean_acc 0.5180 2020-07-02 18:05:13,912 - mmaction - INFO - Epoch [200][940/940] lr: 4.697e-02, top1_acc: 0.5182, top5_acc: 0.7589, mean_class_accuracy: 0.5180 2020-07-02 18:05:26,521 - mmaction - INFO - Epoch [201][20/940] lr: 4.540e-02, eta: 6:35:37, time: 0.629, data_time: 0.193, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1293, loss: 2.1293 2020-07-02 18:05:35,705 - mmaction - INFO - Epoch [201][40/940] lr: 4.540e-02, eta: 6:35:28, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1576, loss: 2.1576 2020-07-02 18:05:44,486 - mmaction - INFO - Epoch [201][60/940] lr: 4.540e-02, eta: 6:35:18, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.0870, loss: 2.0870 2020-07-02 18:05:53,256 - mmaction - INFO - Epoch [201][80/940] lr: 4.540e-02, eta: 6:35:09, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2793, loss: 2.2793 2020-07-02 18:06:02,007 - mmaction - INFO - Epoch [201][100/940] lr: 4.540e-02, eta: 6:35:00, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7344, loss_cls: 2.2497, loss: 2.2497 2020-07-02 18:06:10,739 - mmaction - INFO - Epoch [201][120/940] lr: 4.540e-02, eta: 6:34:51, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9863, loss: 1.9863 2020-07-02 18:06:19,499 - mmaction - INFO - Epoch [201][140/940] lr: 4.540e-02, eta: 6:34:42, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.0932, loss: 2.0932 2020-07-02 18:06:28,272 - mmaction - INFO - Epoch [201][160/940] lr: 4.540e-02, eta: 6:34:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2771, loss: 2.2771 2020-07-02 18:06:37,043 - mmaction - INFO - Epoch [201][180/940] lr: 4.540e-02, eta: 6:34:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0127, loss: 2.0127 2020-07-02 18:06:45,788 - mmaction - INFO - Epoch [201][200/940] lr: 4.540e-02, eta: 6:34:15, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.2324, loss: 2.2324 2020-07-02 18:06:54,577 - mmaction - INFO - Epoch [201][220/940] lr: 4.540e-02, eta: 6:34:06, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0074, loss: 2.0074 2020-07-02 18:07:03,249 - mmaction - INFO - Epoch [201][240/940] lr: 4.540e-02, eta: 6:33:57, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0931, loss: 2.0931 2020-07-02 18:07:12,544 - mmaction - INFO - Epoch [201][260/940] lr: 4.540e-02, eta: 6:33:48, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2929, loss: 2.2929 2020-07-02 18:07:21,277 - mmaction - INFO - Epoch [201][280/940] lr: 4.540e-02, eta: 6:33:39, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7063, loss_cls: 2.3263, loss: 2.3263 2020-07-02 18:07:30,208 - mmaction - INFO - Epoch [201][300/940] lr: 4.540e-02, eta: 6:33:29, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0797, loss: 2.0797 2020-07-02 18:07:38,858 - mmaction - INFO - Epoch [201][320/940] lr: 4.540e-02, eta: 6:33:20, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.0997, loss: 2.0997 2020-07-02 18:07:47,501 - mmaction - INFO - Epoch [201][340/940] lr: 4.540e-02, eta: 6:33:11, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 1.9883, loss: 1.9883 2020-07-02 18:07:56,276 - mmaction - INFO - Epoch [201][360/940] lr: 4.540e-02, eta: 6:33:02, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0921, loss: 2.0921 2020-07-02 18:08:05,432 - mmaction - INFO - Epoch [201][380/940] lr: 4.540e-02, eta: 6:32:53, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6781, loss_cls: 2.3931, loss: 2.3931 2020-07-02 18:08:14,180 - mmaction - INFO - Epoch [201][400/940] lr: 4.540e-02, eta: 6:32:44, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.2208, loss: 2.2208 2020-07-02 18:08:22,894 - mmaction - INFO - Epoch [201][420/940] lr: 4.540e-02, eta: 6:32:35, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2698, loss: 2.2698 2020-07-02 18:08:32,124 - mmaction - INFO - Epoch [201][440/940] lr: 4.540e-02, eta: 6:32:26, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.1523, loss: 2.1523 2020-07-02 18:08:40,845 - mmaction - INFO - Epoch [201][460/940] lr: 4.540e-02, eta: 6:32:17, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2244, loss: 2.2244 2020-07-02 18:08:49,921 - mmaction - INFO - Epoch [201][480/940] lr: 4.540e-02, eta: 6:32:08, time: 0.453, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.3721, loss: 2.3721 2020-07-02 18:08:58,870 - mmaction - INFO - Epoch [201][500/940] lr: 4.540e-02, eta: 6:31:59, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4468, loss: 2.4468 2020-07-02 18:09:07,720 - mmaction - INFO - Epoch [201][520/940] lr: 4.540e-02, eta: 6:31:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3492, loss: 2.3492 2020-07-02 18:09:16,586 - mmaction - INFO - Epoch [201][540/940] lr: 4.540e-02, eta: 6:31:41, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0305, loss: 2.0305 2020-07-02 18:09:25,409 - mmaction - INFO - Epoch [201][560/940] lr: 4.540e-02, eta: 6:31:32, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2532, loss: 2.2532 2020-07-02 18:09:34,075 - mmaction - INFO - Epoch [201][580/940] lr: 4.540e-02, eta: 6:31:23, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9866, loss: 1.9866 2020-07-02 18:09:42,803 - mmaction - INFO - Epoch [201][600/940] lr: 4.540e-02, eta: 6:31:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6937, loss_cls: 2.2621, loss: 2.2621 2020-07-02 18:09:52,263 - mmaction - INFO - Epoch [201][620/940] lr: 4.540e-02, eta: 6:31:05, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.1356, loss: 2.1356 2020-07-02 18:10:01,025 - mmaction - INFO - Epoch [201][640/940] lr: 4.540e-02, eta: 6:30:55, time: 0.439, data_time: 0.005, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3789, loss: 2.3789 2020-07-02 18:10:09,717 - mmaction - INFO - Epoch [201][660/940] lr: 4.540e-02, eta: 6:30:46, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1899, loss: 2.1899 2020-07-02 18:10:18,415 - mmaction - INFO - Epoch [201][680/940] lr: 4.540e-02, eta: 6:30:37, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.1396, loss: 2.1396 2020-07-02 18:10:27,843 - mmaction - INFO - Epoch [201][700/940] lr: 4.540e-02, eta: 6:30:28, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7344, loss_cls: 2.0662, loss: 2.0662 2020-07-02 18:10:36,659 - mmaction - INFO - Epoch [201][720/940] lr: 4.540e-02, eta: 6:30:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7656, loss_cls: 2.1671, loss: 2.1671 2020-07-02 18:10:45,392 - mmaction - INFO - Epoch [201][740/940] lr: 4.540e-02, eta: 6:30:10, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3464, loss: 2.3464 2020-07-02 18:10:54,057 - mmaction - INFO - Epoch [201][760/940] lr: 4.540e-02, eta: 6:30:01, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6969, loss_cls: 2.3173, loss: 2.3173 2020-07-02 18:11:02,748 - mmaction - INFO - Epoch [201][780/940] lr: 4.540e-02, eta: 6:29:52, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.1858, loss: 2.1858 2020-07-02 18:11:12,112 - mmaction - INFO - Epoch [201][800/940] lr: 4.540e-02, eta: 6:29:43, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1833, loss: 2.1833 2020-07-02 18:11:20,860 - mmaction - INFO - Epoch [201][820/940] lr: 4.540e-02, eta: 6:29:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.2236, loss: 2.2236 2020-07-02 18:11:29,514 - mmaction - INFO - Epoch [201][840/940] lr: 4.540e-02, eta: 6:29:25, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1425, loss: 2.1425 2020-07-02 18:11:38,273 - mmaction - INFO - Epoch [201][860/940] lr: 4.540e-02, eta: 6:29:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3236, loss: 2.3236 2020-07-02 18:11:47,062 - mmaction - INFO - Epoch [201][880/940] lr: 4.540e-02, eta: 6:29:07, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1719, loss: 2.1719 2020-07-02 18:11:55,867 - mmaction - INFO - Epoch [201][900/940] lr: 4.540e-02, eta: 6:28:57, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2691, loss: 2.2691 2020-07-02 18:12:04,547 - mmaction - INFO - Epoch [201][920/940] lr: 4.540e-02, eta: 6:28:48, time: 0.435, data_time: 0.003, memory: 6328, top1_acc: 0.5188, top5_acc: 0.6969, loss_cls: 2.2953, loss: 2.2953 2020-07-02 18:12:13,409 - mmaction - INFO - Epoch [201][940/940] lr: 4.540e-02, eta: 6:28:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5260, top5_acc: 0.7045, loss_cls: 2.1359, loss: 2.1359 2020-07-02 18:12:30,049 - mmaction - INFO - Epoch [202][20/940] lr: 4.385e-02, eta: 6:28:32, time: 0.813, data_time: 0.327, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7063, loss_cls: 2.2622, loss: 2.2622 2020-07-02 18:12:38,709 - mmaction - INFO - Epoch [202][40/940] lr: 4.385e-02, eta: 6:28:23, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0857, loss: 2.0857 2020-07-02 18:12:47,387 - mmaction - INFO - Epoch [202][60/940] lr: 4.385e-02, eta: 6:28:14, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2666, loss: 2.2666 2020-07-02 18:12:56,705 - mmaction - INFO - Epoch [202][80/940] lr: 4.385e-02, eta: 6:28:05, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1396, loss: 2.1396 2020-07-02 18:13:05,555 - mmaction - INFO - Epoch [202][100/940] lr: 4.385e-02, eta: 6:27:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3449, loss: 2.3449 2020-07-02 18:13:14,691 - mmaction - INFO - Epoch [202][120/940] lr: 4.385e-02, eta: 6:27:47, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2450, loss: 2.2450 2020-07-02 18:13:23,539 - mmaction - INFO - Epoch [202][140/940] lr: 4.385e-02, eta: 6:27:38, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7063, loss_cls: 2.1666, loss: 2.1666 2020-07-02 18:13:32,295 - mmaction - INFO - Epoch [202][160/940] lr: 4.385e-02, eta: 6:27:29, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1526, loss: 2.1526 2020-07-02 18:13:41,081 - mmaction - INFO - Epoch [202][180/940] lr: 4.385e-02, eta: 6:27:20, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1959, loss: 2.1959 2020-07-02 18:13:49,839 - mmaction - INFO - Epoch [202][200/940] lr: 4.385e-02, eta: 6:27:11, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 1.9889, loss: 1.9889 2020-07-02 18:13:58,585 - mmaction - INFO - Epoch [202][220/940] lr: 4.385e-02, eta: 6:27:02, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1999, loss: 2.1999 2020-07-02 18:14:07,403 - mmaction - INFO - Epoch [202][240/940] lr: 4.385e-02, eta: 6:26:53, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.1029, loss: 2.1029 2020-07-02 18:14:16,166 - mmaction - INFO - Epoch [202][260/940] lr: 4.385e-02, eta: 6:26:43, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1402, loss: 2.1402 2020-07-02 18:14:25,395 - mmaction - INFO - Epoch [202][280/940] lr: 4.385e-02, eta: 6:26:34, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2458, loss: 2.2458 2020-07-02 18:14:34,098 - mmaction - INFO - Epoch [202][300/940] lr: 4.385e-02, eta: 6:26:25, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1437, loss: 2.1437 2020-07-02 18:14:42,929 - mmaction - INFO - Epoch [202][320/940] lr: 4.385e-02, eta: 6:26:16, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.6969, loss_cls: 2.3047, loss: 2.3047 2020-07-02 18:14:51,644 - mmaction - INFO - Epoch [202][340/940] lr: 4.385e-02, eta: 6:26:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2054, loss: 2.2054 2020-07-02 18:15:00,335 - mmaction - INFO - Epoch [202][360/940] lr: 4.385e-02, eta: 6:25:58, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3137, loss: 2.3137 2020-07-02 18:15:09,572 - mmaction - INFO - Epoch [202][380/940] lr: 4.385e-02, eta: 6:25:49, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.6969, loss_cls: 2.3386, loss: 2.3386 2020-07-02 18:15:18,593 - mmaction - INFO - Epoch [202][400/940] lr: 4.385e-02, eta: 6:25:40, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7406, loss_cls: 2.0660, loss: 2.0660 2020-07-02 18:15:27,284 - mmaction - INFO - Epoch [202][420/940] lr: 4.385e-02, eta: 6:25:31, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1068, loss: 2.1068 2020-07-02 18:15:36,573 - mmaction - INFO - Epoch [202][440/940] lr: 4.385e-02, eta: 6:25:22, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.4151, loss: 2.4151 2020-07-02 18:15:45,345 - mmaction - INFO - Epoch [202][460/940] lr: 4.385e-02, eta: 6:25:13, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.1878, loss: 2.1878 2020-07-02 18:15:54,363 - mmaction - INFO - Epoch [202][480/940] lr: 4.385e-02, eta: 6:25:04, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3428, loss: 2.3428 2020-07-02 18:16:03,124 - mmaction - INFO - Epoch [202][500/940] lr: 4.385e-02, eta: 6:24:55, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.0263, loss: 2.0263 2020-07-02 18:16:12,267 - mmaction - INFO - Epoch [202][520/940] lr: 4.385e-02, eta: 6:24:46, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7156, loss_cls: 2.2458, loss: 2.2458 2020-07-02 18:16:20,940 - mmaction - INFO - Epoch [202][540/940] lr: 4.385e-02, eta: 6:24:37, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.1578, loss: 2.1578 2020-07-02 18:16:29,619 - mmaction - INFO - Epoch [202][560/940] lr: 4.385e-02, eta: 6:24:28, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.2127, loss: 2.2127 2020-07-02 18:16:38,880 - mmaction - INFO - Epoch [202][580/940] lr: 4.385e-02, eta: 6:24:19, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.6937, loss_cls: 2.2576, loss: 2.2576 2020-07-02 18:16:47,601 - mmaction - INFO - Epoch [202][600/940] lr: 4.385e-02, eta: 6:24:10, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1832, loss: 2.1832 2020-07-02 18:16:56,415 - mmaction - INFO - Epoch [202][620/940] lr: 4.385e-02, eta: 6:24:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.2770, loss: 2.2770 2020-07-02 18:17:05,293 - mmaction - INFO - Epoch [202][640/940] lr: 4.385e-02, eta: 6:23:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.1899, loss: 2.1899 2020-07-02 18:17:14,029 - mmaction - INFO - Epoch [202][660/940] lr: 4.385e-02, eta: 6:23:42, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7438, loss_cls: 2.0984, loss: 2.0984 2020-07-02 18:17:23,328 - mmaction - INFO - Epoch [202][680/940] lr: 4.385e-02, eta: 6:23:33, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2111, loss: 2.2111 2020-07-02 18:17:32,059 - mmaction - INFO - Epoch [202][700/940] lr: 4.385e-02, eta: 6:23:24, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0406, loss: 2.0406 2020-07-02 18:17:40,727 - mmaction - INFO - Epoch [202][720/940] lr: 4.385e-02, eta: 6:23:15, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1377, loss: 2.1377 2020-07-02 18:17:49,961 - mmaction - INFO - Epoch [202][740/940] lr: 4.385e-02, eta: 6:23:06, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1206, loss: 2.1206 2020-07-02 18:17:58,764 - mmaction - INFO - Epoch [202][760/940] lr: 4.385e-02, eta: 6:22:57, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2446, loss: 2.2446 2020-07-02 18:18:07,493 - mmaction - INFO - Epoch [202][780/940] lr: 4.385e-02, eta: 6:22:48, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.3959, loss: 2.3959 2020-07-02 18:18:16,392 - mmaction - INFO - Epoch [202][800/940] lr: 4.385e-02, eta: 6:22:39, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.1056, loss: 2.1056 2020-07-02 18:18:25,106 - mmaction - INFO - Epoch [202][820/940] lr: 4.385e-02, eta: 6:22:30, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1641, loss: 2.1641 2020-07-02 18:18:33,815 - mmaction - INFO - Epoch [202][840/940] lr: 4.385e-02, eta: 6:22:21, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2276, loss: 2.2276 2020-07-02 18:18:42,513 - mmaction - INFO - Epoch [202][860/940] lr: 4.385e-02, eta: 6:22:12, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2461, loss: 2.2461 2020-07-02 18:18:51,654 - mmaction - INFO - Epoch [202][880/940] lr: 4.385e-02, eta: 6:22:03, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2511, loss: 2.2511 2020-07-02 18:19:00,959 - mmaction - INFO - Epoch [202][900/940] lr: 4.385e-02, eta: 6:21:54, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7063, loss_cls: 2.3067, loss: 2.3067 2020-07-02 18:19:09,686 - mmaction - INFO - Epoch [202][920/940] lr: 4.385e-02, eta: 6:21:45, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2251, loss: 2.2251 2020-07-02 18:19:18,563 - mmaction - INFO - Epoch [202][940/940] lr: 4.385e-02, eta: 6:21:36, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5065, top5_acc: 0.7403, loss_cls: 2.1877, loss: 2.1877 2020-07-02 18:19:33,389 - mmaction - INFO - Epoch [203][20/940] lr: 4.233e-02, eta: 6:21:28, time: 0.725, data_time: 0.268, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0659, loss: 2.0659 2020-07-02 18:19:42,064 - mmaction - INFO - Epoch [203][40/940] lr: 4.233e-02, eta: 6:21:19, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.2714, loss: 2.2714 2020-07-02 18:19:50,889 - mmaction - INFO - Epoch [203][60/940] lr: 4.233e-02, eta: 6:21:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0361, loss: 2.0361 2020-07-02 18:19:59,668 - mmaction - INFO - Epoch [203][80/940] lr: 4.233e-02, eta: 6:21:01, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 2.0513, loss: 2.0513 2020-07-02 18:20:08,360 - mmaction - INFO - Epoch [203][100/940] lr: 4.233e-02, eta: 6:20:52, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2657, loss: 2.2657 2020-07-02 18:20:17,174 - mmaction - INFO - Epoch [203][120/940] lr: 4.233e-02, eta: 6:20:42, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1057, loss: 2.1057 2020-07-02 18:20:25,929 - mmaction - INFO - Epoch [203][140/940] lr: 4.233e-02, eta: 6:20:33, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1547, loss: 2.1547 2020-07-02 18:20:34,713 - mmaction - INFO - Epoch [203][160/940] lr: 4.233e-02, eta: 6:20:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.0724, loss: 2.0724 2020-07-02 18:20:43,424 - mmaction - INFO - Epoch [203][180/940] lr: 4.233e-02, eta: 6:20:15, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7438, loss_cls: 2.1052, loss: 2.1052 2020-07-02 18:20:52,521 - mmaction - INFO - Epoch [203][200/940] lr: 4.233e-02, eta: 6:20:06, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1522, loss: 2.1522 2020-07-02 18:21:01,238 - mmaction - INFO - Epoch [203][220/940] lr: 4.233e-02, eta: 6:19:57, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1167, loss: 2.1167 2020-07-02 18:21:10,538 - mmaction - INFO - Epoch [203][240/940] lr: 4.233e-02, eta: 6:19:48, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0394, loss: 2.0394 2020-07-02 18:21:19,320 - mmaction - INFO - Epoch [203][260/940] lr: 4.233e-02, eta: 6:19:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 2.0089, loss: 2.0089 2020-07-02 18:21:28,049 - mmaction - INFO - Epoch [203][280/940] lr: 4.233e-02, eta: 6:19:30, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.1893, loss: 2.1893 2020-07-02 18:21:36,801 - mmaction - INFO - Epoch [203][300/940] lr: 4.233e-02, eta: 6:19:21, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8641, loss: 1.8641 2020-07-02 18:21:45,550 - mmaction - INFO - Epoch [203][320/940] lr: 4.233e-02, eta: 6:19:12, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.6906, loss_cls: 2.1628, loss: 2.1628 2020-07-02 18:21:54,330 - mmaction - INFO - Epoch [203][340/940] lr: 4.233e-02, eta: 6:19:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6906, loss_cls: 2.3466, loss: 2.3466 2020-07-02 18:22:03,615 - mmaction - INFO - Epoch [203][360/940] lr: 4.233e-02, eta: 6:18:54, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 2.0671, loss: 2.0671 2020-07-02 18:22:12,240 - mmaction - INFO - Epoch [203][380/940] lr: 4.233e-02, eta: 6:18:45, time: 0.431, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1940, loss: 2.1940 2020-07-02 18:22:21,898 - mmaction - INFO - Epoch [203][400/940] lr: 4.233e-02, eta: 6:18:36, time: 0.484, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2545, loss: 2.2545 2020-07-02 18:22:30,671 - mmaction - INFO - Epoch [203][420/940] lr: 4.233e-02, eta: 6:18:27, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7125, loss_cls: 2.1874, loss: 2.1874 2020-07-02 18:22:39,952 - mmaction - INFO - Epoch [203][440/940] lr: 4.233e-02, eta: 6:18:18, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0899, loss: 2.0899 2020-07-02 18:22:48,634 - mmaction - INFO - Epoch [203][460/940] lr: 4.233e-02, eta: 6:18:09, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2509, loss: 2.2509 2020-07-02 18:22:57,366 - mmaction - INFO - Epoch [203][480/940] lr: 4.233e-02, eta: 6:18:00, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2544, loss: 2.2544 2020-07-02 18:23:06,073 - mmaction - INFO - Epoch [203][500/940] lr: 4.233e-02, eta: 6:17:50, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1560, loss: 2.1560 2020-07-02 18:23:15,536 - mmaction - INFO - Epoch [203][520/940] lr: 4.233e-02, eta: 6:17:42, time: 0.473, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1012, loss: 2.1012 2020-07-02 18:23:24,247 - mmaction - INFO - Epoch [203][540/940] lr: 4.233e-02, eta: 6:17:32, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6781, loss_cls: 2.3432, loss: 2.3432 2020-07-02 18:23:33,001 - mmaction - INFO - Epoch [203][560/940] lr: 4.233e-02, eta: 6:17:23, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7719, loss_cls: 2.0864, loss: 2.0864 2020-07-02 18:23:42,262 - mmaction - INFO - Epoch [203][580/940] lr: 4.233e-02, eta: 6:17:14, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7250, loss_cls: 2.1167, loss: 2.1167 2020-07-02 18:23:51,482 - mmaction - INFO - Epoch [203][600/940] lr: 4.233e-02, eta: 6:17:05, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 1.9560, loss: 1.9560 2020-07-02 18:24:00,227 - mmaction - INFO - Epoch [203][620/940] lr: 4.233e-02, eta: 6:16:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2401, loss: 2.2401 2020-07-02 18:24:09,338 - mmaction - INFO - Epoch [203][640/940] lr: 4.233e-02, eta: 6:16:47, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2068, loss: 2.2068 2020-07-02 18:24:18,515 - mmaction - INFO - Epoch [203][660/940] lr: 4.233e-02, eta: 6:16:38, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.9328, loss: 1.9328 2020-07-02 18:24:27,233 - mmaction - INFO - Epoch [203][680/940] lr: 4.233e-02, eta: 6:16:29, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2001, loss: 2.2001 2020-07-02 18:24:36,116 - mmaction - INFO - Epoch [203][700/940] lr: 4.233e-02, eta: 6:16:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8078, loss: 1.8078 2020-07-02 18:24:44,772 - mmaction - INFO - Epoch [203][720/940] lr: 4.233e-02, eta: 6:16:11, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0529, loss: 2.0529 2020-07-02 18:24:53,520 - mmaction - INFO - Epoch [203][740/940] lr: 4.233e-02, eta: 6:16:02, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.6844, loss_cls: 2.2890, loss: 2.2890 2020-07-02 18:25:02,221 - mmaction - INFO - Epoch [203][760/940] lr: 4.233e-02, eta: 6:15:53, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7031, loss_cls: 2.2627, loss: 2.2627 2020-07-02 18:25:10,949 - mmaction - INFO - Epoch [203][780/940] lr: 4.233e-02, eta: 6:15:44, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7094, loss_cls: 2.2597, loss: 2.2597 2020-07-02 18:25:19,582 - mmaction - INFO - Epoch [203][800/940] lr: 4.233e-02, eta: 6:15:35, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1093, loss: 2.1093 2020-07-02 18:25:28,254 - mmaction - INFO - Epoch [203][820/940] lr: 4.233e-02, eta: 6:15:25, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9973, loss: 1.9973 2020-07-02 18:25:36,998 - mmaction - INFO - Epoch [203][840/940] lr: 4.233e-02, eta: 6:15:16, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2232, loss: 2.2232 2020-07-02 18:25:46,185 - mmaction - INFO - Epoch [203][860/940] lr: 4.233e-02, eta: 6:15:07, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.2334, loss: 2.2334 2020-07-02 18:25:54,959 - mmaction - INFO - Epoch [203][880/940] lr: 4.233e-02, eta: 6:14:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.4799, loss: 2.4799 2020-07-02 18:26:03,801 - mmaction - INFO - Epoch [203][900/940] lr: 4.233e-02, eta: 6:14:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3409, loss: 2.3409 2020-07-02 18:26:12,561 - mmaction - INFO - Epoch [203][920/940] lr: 4.233e-02, eta: 6:14:40, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.3493, loss: 2.3493 2020-07-02 18:26:20,875 - mmaction - INFO - Epoch [203][940/940] lr: 4.233e-02, eta: 6:14:31, time: 0.416, data_time: 0.001, memory: 6328, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.3213, loss: 2.3213 2020-07-02 18:26:36,716 - mmaction - INFO - Epoch [204][20/940] lr: 4.083e-02, eta: 6:14:24, time: 0.773, data_time: 0.335, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2828, loss: 2.2828 2020-07-02 18:26:45,411 - mmaction - INFO - Epoch [204][40/940] lr: 4.083e-02, eta: 6:14:15, time: 0.435, data_time: 0.004, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1143, loss: 2.1143 2020-07-02 18:26:54,171 - mmaction - INFO - Epoch [204][60/940] lr: 4.083e-02, eta: 6:14:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3440, loss: 2.3440 2020-07-02 18:27:02,935 - mmaction - INFO - Epoch [204][80/940] lr: 4.083e-02, eta: 6:13:56, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1452, loss: 2.1452 2020-07-02 18:27:12,243 - mmaction - INFO - Epoch [204][100/940] lr: 4.083e-02, eta: 6:13:47, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.2723, loss: 2.2723 2020-07-02 18:27:21,064 - mmaction - INFO - Epoch [204][120/940] lr: 4.083e-02, eta: 6:13:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1927, loss: 2.1927 2020-07-02 18:27:29,778 - mmaction - INFO - Epoch [204][140/940] lr: 4.083e-02, eta: 6:13:29, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1079, loss: 2.1079 2020-07-02 18:27:38,630 - mmaction - INFO - Epoch [204][160/940] lr: 4.083e-02, eta: 6:13:20, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1159, loss: 2.1159 2020-07-02 18:27:47,407 - mmaction - INFO - Epoch [204][180/940] lr: 4.083e-02, eta: 6:13:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1239, loss: 2.1239 2020-07-02 18:27:56,119 - mmaction - INFO - Epoch [204][200/940] lr: 4.083e-02, eta: 6:13:02, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1269, loss: 2.1269 2020-07-02 18:28:05,422 - mmaction - INFO - Epoch [204][220/940] lr: 4.083e-02, eta: 6:12:53, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7406, loss_cls: 1.9488, loss: 1.9488 2020-07-02 18:28:14,184 - mmaction - INFO - Epoch [204][240/940] lr: 4.083e-02, eta: 6:12:44, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.2045, loss: 2.2045 2020-07-02 18:28:23,031 - mmaction - INFO - Epoch [204][260/940] lr: 4.083e-02, eta: 6:12:35, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4498, loss: 2.4498 2020-07-02 18:28:31,783 - mmaction - INFO - Epoch [204][280/940] lr: 4.083e-02, eta: 6:12:26, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1151, loss: 2.1151 2020-07-02 18:28:40,457 - mmaction - INFO - Epoch [204][300/940] lr: 4.083e-02, eta: 6:12:17, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.0275, loss: 2.0275 2020-07-02 18:28:49,165 - mmaction - INFO - Epoch [204][320/940] lr: 4.083e-02, eta: 6:12:08, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.9167, loss: 1.9167 2020-07-02 18:28:57,796 - mmaction - INFO - Epoch [204][340/940] lr: 4.083e-02, eta: 6:11:58, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7219, loss_cls: 2.2915, loss: 2.2915 2020-07-02 18:29:06,619 - mmaction - INFO - Epoch [204][360/940] lr: 4.083e-02, eta: 6:11:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7312, loss_cls: 2.1577, loss: 2.1577 2020-07-02 18:29:15,846 - mmaction - INFO - Epoch [204][380/940] lr: 4.083e-02, eta: 6:11:40, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2314, loss: 2.2314 2020-07-02 18:29:24,775 - mmaction - INFO - Epoch [204][400/940] lr: 4.083e-02, eta: 6:11:31, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3714, loss: 2.3714 2020-07-02 18:29:33,499 - mmaction - INFO - Epoch [204][420/940] lr: 4.083e-02, eta: 6:11:22, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2979, loss: 2.2979 2020-07-02 18:29:42,371 - mmaction - INFO - Epoch [204][440/940] lr: 4.083e-02, eta: 6:11:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0638, loss: 2.0638 2020-07-02 18:29:51,114 - mmaction - INFO - Epoch [204][460/940] lr: 4.083e-02, eta: 6:11:04, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9659, loss: 1.9659 2020-07-02 18:29:59,930 - mmaction - INFO - Epoch [204][480/940] lr: 4.083e-02, eta: 6:10:55, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.6813, loss_cls: 2.3554, loss: 2.3554 2020-07-02 18:30:08,605 - mmaction - INFO - Epoch [204][500/940] lr: 4.083e-02, eta: 6:10:46, time: 0.433, data_time: 0.003, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0847, loss: 2.0847 2020-07-02 18:30:17,797 - mmaction - INFO - Epoch [204][520/940] lr: 4.083e-02, eta: 6:10:37, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2097, loss: 2.2097 2020-07-02 18:30:26,498 - mmaction - INFO - Epoch [204][540/940] lr: 4.083e-02, eta: 6:10:28, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0354, loss: 2.0354 2020-07-02 18:30:35,349 - mmaction - INFO - Epoch [204][560/940] lr: 4.083e-02, eta: 6:10:19, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1670, loss: 2.1670 2020-07-02 18:30:44,069 - mmaction - INFO - Epoch [204][580/940] lr: 4.083e-02, eta: 6:10:10, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.2496, loss: 2.2496 2020-07-02 18:30:53,224 - mmaction - INFO - Epoch [204][600/940] lr: 4.083e-02, eta: 6:10:01, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3076, loss: 2.3076 2020-07-02 18:31:02,501 - mmaction - INFO - Epoch [204][620/940] lr: 4.083e-02, eta: 6:09:52, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.3126, loss: 2.3126 2020-07-02 18:31:11,207 - mmaction - INFO - Epoch [204][640/940] lr: 4.083e-02, eta: 6:09:43, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7219, loss_cls: 2.1791, loss: 2.1791 2020-07-02 18:31:20,636 - mmaction - INFO - Epoch [204][660/940] lr: 4.083e-02, eta: 6:09:34, time: 0.471, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0744, loss: 2.0744 2020-07-02 18:31:29,346 - mmaction - INFO - Epoch [204][680/940] lr: 4.083e-02, eta: 6:09:25, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2389, loss: 2.2389 2020-07-02 18:31:38,043 - mmaction - INFO - Epoch [204][700/940] lr: 4.083e-02, eta: 6:09:16, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.0502, loss: 2.0502 2020-07-02 18:31:47,311 - mmaction - INFO - Epoch [204][720/940] lr: 4.083e-02, eta: 6:09:07, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2704, loss: 2.2704 2020-07-02 18:31:56,009 - mmaction - INFO - Epoch [204][740/940] lr: 4.083e-02, eta: 6:08:57, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1687, loss: 2.1687 2020-07-02 18:32:04,833 - mmaction - INFO - Epoch [204][760/940] lr: 4.083e-02, eta: 6:08:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1713, loss: 2.1713 2020-07-02 18:32:13,604 - mmaction - INFO - Epoch [204][780/940] lr: 4.083e-02, eta: 6:08:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1222, loss: 2.1222 2020-07-02 18:32:22,326 - mmaction - INFO - Epoch [204][800/940] lr: 4.083e-02, eta: 6:08:30, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7125, loss_cls: 2.1994, loss: 2.1994 2020-07-02 18:32:30,979 - mmaction - INFO - Epoch [204][820/940] lr: 4.083e-02, eta: 6:08:21, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8917, loss: 1.8917 2020-07-02 18:32:40,359 - mmaction - INFO - Epoch [204][840/940] lr: 4.083e-02, eta: 6:08:12, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2623, loss: 2.2623 2020-07-02 18:32:49,072 - mmaction - INFO - Epoch [204][860/940] lr: 4.083e-02, eta: 6:08:03, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2033, loss: 2.2033 2020-07-02 18:32:57,887 - mmaction - INFO - Epoch [204][880/940] lr: 4.083e-02, eta: 6:07:54, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1601, loss: 2.1601 2020-07-02 18:33:06,614 - mmaction - INFO - Epoch [204][900/940] lr: 4.083e-02, eta: 6:07:45, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7250, loss_cls: 2.0487, loss: 2.0487 2020-07-02 18:33:15,895 - mmaction - INFO - Epoch [204][920/940] lr: 4.083e-02, eta: 6:07:36, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4462, loss: 2.4462 2020-07-02 18:33:24,240 - mmaction - INFO - Epoch [204][940/940] lr: 4.083e-02, eta: 6:07:27, time: 0.418, data_time: 0.002, memory: 6328, top1_acc: 0.4708, top5_acc: 0.7630, loss_cls: 2.2031, loss: 2.2031 2020-07-02 18:33:24,577 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-07-02 18:33:38,713 - mmaction - INFO - Epoch [205][20/940] lr: 3.936e-02, eta: 6:07:19, time: 0.630, data_time: 0.196, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 2.0575, loss: 2.0575 2020-07-02 18:33:47,507 - mmaction - INFO - Epoch [205][40/940] lr: 3.936e-02, eta: 6:07:10, time: 0.439, data_time: 0.004, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1089, loss: 2.1089 2020-07-02 18:33:56,256 - mmaction - INFO - Epoch [205][60/940] lr: 3.936e-02, eta: 6:07:00, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9858, loss: 1.9858 2020-07-02 18:34:05,020 - mmaction - INFO - Epoch [205][80/940] lr: 3.936e-02, eta: 6:06:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.3412, loss: 2.3412 2020-07-02 18:34:14,223 - mmaction - INFO - Epoch [205][100/940] lr: 3.936e-02, eta: 6:06:42, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2874, loss: 2.2874 2020-07-02 18:34:22,945 - mmaction - INFO - Epoch [205][120/940] lr: 3.936e-02, eta: 6:06:33, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.2439, loss: 2.2439 2020-07-02 18:34:31,806 - mmaction - INFO - Epoch [205][140/940] lr: 3.936e-02, eta: 6:06:24, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0563, loss: 2.0563 2020-07-02 18:34:41,029 - mmaction - INFO - Epoch [205][160/940] lr: 3.936e-02, eta: 6:06:15, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.9646, loss: 1.9646 2020-07-02 18:34:49,727 - mmaction - INFO - Epoch [205][180/940] lr: 3.936e-02, eta: 6:06:06, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1977, loss: 2.1977 2020-07-02 18:34:59,044 - mmaction - INFO - Epoch [205][200/940] lr: 3.936e-02, eta: 6:05:57, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0197, loss: 2.0197 2020-07-02 18:35:07,722 - mmaction - INFO - Epoch [205][220/940] lr: 3.936e-02, eta: 6:05:48, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0037, loss: 2.0037 2020-07-02 18:35:16,475 - mmaction - INFO - Epoch [205][240/940] lr: 3.936e-02, eta: 6:05:39, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0665, loss: 2.0665 2020-07-02 18:35:25,785 - mmaction - INFO - Epoch [205][260/940] lr: 3.936e-02, eta: 6:05:30, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9957, loss: 1.9957 2020-07-02 18:35:34,592 - mmaction - INFO - Epoch [205][280/940] lr: 3.936e-02, eta: 6:05:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7031, loss_cls: 2.1255, loss: 2.1255 2020-07-02 18:35:43,389 - mmaction - INFO - Epoch [205][300/940] lr: 3.936e-02, eta: 6:05:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.1798, loss: 2.1798 2020-07-02 18:35:52,153 - mmaction - INFO - Epoch [205][320/940] lr: 3.936e-02, eta: 6:05:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9823, loss: 1.9823 2020-07-02 18:36:00,931 - mmaction - INFO - Epoch [205][340/940] lr: 3.936e-02, eta: 6:04:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 2.0293, loss: 2.0293 2020-07-02 18:36:09,666 - mmaction - INFO - Epoch [205][360/940] lr: 3.936e-02, eta: 6:04:45, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7031, loss_cls: 2.2086, loss: 2.2086 2020-07-02 18:36:18,364 - mmaction - INFO - Epoch [205][380/940] lr: 3.936e-02, eta: 6:04:36, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1076, loss: 2.1076 2020-07-02 18:36:27,598 - mmaction - INFO - Epoch [205][400/940] lr: 3.936e-02, eta: 6:04:27, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.6844, loss_cls: 2.1916, loss: 2.1916 2020-07-02 18:36:36,329 - mmaction - INFO - Epoch [205][420/940] lr: 3.936e-02, eta: 6:04:17, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.1960, loss: 2.1960 2020-07-02 18:36:45,195 - mmaction - INFO - Epoch [205][440/940] lr: 3.936e-02, eta: 6:04:08, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1211, loss: 2.1211 2020-07-02 18:36:53,982 - mmaction - INFO - Epoch [205][460/940] lr: 3.936e-02, eta: 6:03:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2275, loss: 2.2275 2020-07-02 18:37:02,669 - mmaction - INFO - Epoch [205][480/940] lr: 3.936e-02, eta: 6:03:50, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2161, loss: 2.2161 2020-07-02 18:37:11,471 - mmaction - INFO - Epoch [205][500/940] lr: 3.936e-02, eta: 6:03:41, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2783, loss: 2.2783 2020-07-02 18:37:20,734 - mmaction - INFO - Epoch [205][520/940] lr: 3.936e-02, eta: 6:03:32, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 1.9784, loss: 1.9784 2020-07-02 18:37:29,538 - mmaction - INFO - Epoch [205][540/940] lr: 3.936e-02, eta: 6:03:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.8859, loss: 1.8859 2020-07-02 18:37:38,279 - mmaction - INFO - Epoch [205][560/940] lr: 3.936e-02, eta: 6:03:14, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.6844, loss_cls: 2.3044, loss: 2.3044 2020-07-02 18:37:47,501 - mmaction - INFO - Epoch [205][580/940] lr: 3.936e-02, eta: 6:03:05, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 2.0341, loss: 2.0341 2020-07-02 18:37:56,801 - mmaction - INFO - Epoch [205][600/940] lr: 3.936e-02, eta: 6:02:56, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.2379, loss: 2.2379 2020-07-02 18:38:05,601 - mmaction - INFO - Epoch [205][620/940] lr: 3.936e-02, eta: 6:02:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.2665, loss: 2.2665 2020-07-02 18:38:14,311 - mmaction - INFO - Epoch [205][640/940] lr: 3.936e-02, eta: 6:02:38, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1444, loss: 2.1444 2020-07-02 18:38:22,988 - mmaction - INFO - Epoch [205][660/940] lr: 3.936e-02, eta: 6:02:29, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.0393, loss: 2.0393 2020-07-02 18:38:31,793 - mmaction - INFO - Epoch [205][680/940] lr: 3.936e-02, eta: 6:02:20, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0538, loss: 2.0538 2020-07-02 18:38:41,147 - mmaction - INFO - Epoch [205][700/940] lr: 3.936e-02, eta: 6:02:11, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0468, loss: 2.0468 2020-07-02 18:38:50,449 - mmaction - INFO - Epoch [205][720/940] lr: 3.936e-02, eta: 6:02:02, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1150, loss: 2.1150 2020-07-02 18:38:59,197 - mmaction - INFO - Epoch [205][740/940] lr: 3.936e-02, eta: 6:01:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7219, loss_cls: 2.1834, loss: 2.1834 2020-07-02 18:39:07,978 - mmaction - INFO - Epoch [205][760/940] lr: 3.936e-02, eta: 6:01:44, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1741, loss: 2.1741 2020-07-02 18:39:16,757 - mmaction - INFO - Epoch [205][780/940] lr: 3.936e-02, eta: 6:01:35, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1049, loss: 2.1049 2020-07-02 18:39:25,510 - mmaction - INFO - Epoch [205][800/940] lr: 3.936e-02, eta: 6:01:26, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7406, loss_cls: 2.0294, loss: 2.0294 2020-07-02 18:39:34,272 - mmaction - INFO - Epoch [205][820/940] lr: 3.936e-02, eta: 6:01:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0976, loss: 2.0976 2020-07-02 18:39:43,062 - mmaction - INFO - Epoch [205][840/940] lr: 3.936e-02, eta: 6:01:07, time: 0.440, data_time: 0.006, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7469, loss_cls: 2.0359, loss: 2.0359 2020-07-02 18:39:51,759 - mmaction - INFO - Epoch [205][860/940] lr: 3.936e-02, eta: 6:00:58, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2323, loss: 2.2323 2020-07-02 18:40:00,509 - mmaction - INFO - Epoch [205][880/940] lr: 3.936e-02, eta: 6:00:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0991, loss: 2.0991 2020-07-02 18:40:09,208 - mmaction - INFO - Epoch [205][900/940] lr: 3.936e-02, eta: 6:00:40, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1961, loss: 2.1961 2020-07-02 18:40:17,978 - mmaction - INFO - Epoch [205][920/940] lr: 3.936e-02, eta: 6:00:31, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2422, loss: 2.2422 2020-07-02 18:40:26,294 - mmaction - INFO - Epoch [205][940/940] lr: 3.936e-02, eta: 6:00:22, time: 0.416, data_time: 0.002, memory: 6328, top1_acc: 0.4643, top5_acc: 0.6981, loss_cls: 2.3065, loss: 2.3065 2020-07-02 18:40:43,758 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 18:40:44,636 - mmaction - INFO - top1_acc 0.5645 top5_acc 0.7972 2020-07-02 18:40:44,636 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 18:40:44,694 - mmaction - INFO - mean_acc 0.5643 2020-07-02 18:40:44,703 - mmaction - INFO - Epoch [205][940/940] lr: 3.936e-02, top1_acc: 0.5645, top5_acc: 0.7972, mean_class_accuracy: 0.5643 2020-07-02 18:40:57,227 - mmaction - INFO - Epoch [206][20/940] lr: 3.791e-02, eta: 6:00:14, time: 0.625, data_time: 0.184, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 1.9511, loss: 1.9511 2020-07-02 18:41:05,989 - mmaction - INFO - Epoch [206][40/940] lr: 3.791e-02, eta: 6:00:05, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7281, loss_cls: 2.1759, loss: 2.1759 2020-07-02 18:41:14,657 - mmaction - INFO - Epoch [206][60/940] lr: 3.791e-02, eta: 5:59:55, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0768, loss: 2.0768 2020-07-02 18:41:23,836 - mmaction - INFO - Epoch [206][80/940] lr: 3.791e-02, eta: 5:59:46, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7000, loss_cls: 2.2043, loss: 2.2043 2020-07-02 18:41:32,700 - mmaction - INFO - Epoch [206][100/940] lr: 3.791e-02, eta: 5:59:37, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9520, loss: 1.9520 2020-07-02 18:41:41,443 - mmaction - INFO - Epoch [206][120/940] lr: 3.791e-02, eta: 5:59:28, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1781, loss: 2.1781 2020-07-02 18:41:50,274 - mmaction - INFO - Epoch [206][140/940] lr: 3.791e-02, eta: 5:59:19, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9579, loss: 1.9579 2020-07-02 18:41:59,415 - mmaction - INFO - Epoch [206][160/940] lr: 3.791e-02, eta: 5:59:10, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0752, loss: 2.0752 2020-07-02 18:42:08,123 - mmaction - INFO - Epoch [206][180/940] lr: 3.791e-02, eta: 5:59:01, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1073, loss: 2.1073 2020-07-02 18:42:17,355 - mmaction - INFO - Epoch [206][200/940] lr: 3.791e-02, eta: 5:58:52, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2518, loss: 2.2518 2020-07-02 18:42:26,066 - mmaction - INFO - Epoch [206][220/940] lr: 3.791e-02, eta: 5:58:43, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.1095, loss: 2.1095 2020-07-02 18:42:34,799 - mmaction - INFO - Epoch [206][240/940] lr: 3.791e-02, eta: 5:58:34, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1671, loss: 2.1671 2020-07-02 18:42:43,527 - mmaction - INFO - Epoch [206][260/940] lr: 3.791e-02, eta: 5:58:25, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0952, loss: 2.0952 2020-07-02 18:42:52,653 - mmaction - INFO - Epoch [206][280/940] lr: 3.791e-02, eta: 5:58:16, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2806, loss: 2.2806 2020-07-02 18:43:01,959 - mmaction - INFO - Epoch [206][300/940] lr: 3.791e-02, eta: 5:58:07, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7500, loss_cls: 2.0598, loss: 2.0598 2020-07-02 18:43:10,727 - mmaction - INFO - Epoch [206][320/940] lr: 3.791e-02, eta: 5:57:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7156, loss_cls: 2.1456, loss: 2.1456 2020-07-02 18:43:19,564 - mmaction - INFO - Epoch [206][340/940] lr: 3.791e-02, eta: 5:57:49, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7375, loss_cls: 2.0379, loss: 2.0379 2020-07-02 18:43:28,225 - mmaction - INFO - Epoch [206][360/940] lr: 3.791e-02, eta: 5:57:40, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2036, loss: 2.2036 2020-07-02 18:43:36,998 - mmaction - INFO - Epoch [206][380/940] lr: 3.791e-02, eta: 5:57:31, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0977, loss: 2.0977 2020-07-02 18:43:45,765 - mmaction - INFO - Epoch [206][400/940] lr: 3.791e-02, eta: 5:57:22, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2239, loss: 2.2239 2020-07-02 18:43:54,534 - mmaction - INFO - Epoch [206][420/940] lr: 3.791e-02, eta: 5:57:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8732, loss: 1.8732 2020-07-02 18:44:03,973 - mmaction - INFO - Epoch [206][440/940] lr: 3.791e-02, eta: 5:57:04, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2207, loss: 2.2207 2020-07-02 18:44:12,714 - mmaction - INFO - Epoch [206][460/940] lr: 3.791e-02, eta: 5:56:54, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7438, loss_cls: 2.1819, loss: 2.1819 2020-07-02 18:44:21,576 - mmaction - INFO - Epoch [206][480/940] lr: 3.791e-02, eta: 5:56:45, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0820, loss: 2.0820 2020-07-02 18:44:30,368 - mmaction - INFO - Epoch [206][500/940] lr: 3.791e-02, eta: 5:56:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 2.0775, loss: 2.0775 2020-07-02 18:44:39,071 - mmaction - INFO - Epoch [206][520/940] lr: 3.791e-02, eta: 5:56:27, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2601, loss: 2.2601 2020-07-02 18:44:47,809 - mmaction - INFO - Epoch [206][540/940] lr: 3.791e-02, eta: 5:56:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2192, loss: 2.2192 2020-07-02 18:44:56,480 - mmaction - INFO - Epoch [206][560/940] lr: 3.791e-02, eta: 5:56:09, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0854, loss: 2.0854 2020-07-02 18:45:05,260 - mmaction - INFO - Epoch [206][580/940] lr: 3.791e-02, eta: 5:56:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1002, loss: 2.1002 2020-07-02 18:45:14,065 - mmaction - INFO - Epoch [206][600/940] lr: 3.791e-02, eta: 5:55:51, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2507, loss: 2.2507 2020-07-02 18:45:23,267 - mmaction - INFO - Epoch [206][620/940] lr: 3.791e-02, eta: 5:55:42, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2091, loss: 2.2091 2020-07-02 18:45:32,038 - mmaction - INFO - Epoch [206][640/940] lr: 3.791e-02, eta: 5:55:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.2128, loss: 2.2128 2020-07-02 18:45:41,782 - mmaction - INFO - Epoch [206][660/940] lr: 3.791e-02, eta: 5:55:24, time: 0.487, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2311, loss: 2.2311 2020-07-02 18:45:50,431 - mmaction - INFO - Epoch [206][680/940] lr: 3.791e-02, eta: 5:55:15, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0726, loss: 2.0726 2020-07-02 18:45:59,677 - mmaction - INFO - Epoch [206][700/940] lr: 3.791e-02, eta: 5:55:06, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0840, loss: 2.0840 2020-07-02 18:46:09,527 - mmaction - INFO - Epoch [206][720/940] lr: 3.791e-02, eta: 5:54:57, time: 0.494, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0764, loss: 2.0764 2020-07-02 18:46:18,202 - mmaction - INFO - Epoch [206][740/940] lr: 3.791e-02, eta: 5:54:48, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7281, loss_cls: 2.0513, loss: 2.0513 2020-07-02 18:46:26,851 - mmaction - INFO - Epoch [206][760/940] lr: 3.791e-02, eta: 5:54:39, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3360, loss: 2.3360 2020-07-02 18:46:35,530 - mmaction - INFO - Epoch [206][780/940] lr: 3.791e-02, eta: 5:54:30, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0263, loss: 2.0263 2020-07-02 18:46:44,643 - mmaction - INFO - Epoch [206][800/940] lr: 3.791e-02, eta: 5:54:21, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 2.0562, loss: 2.0562 2020-07-02 18:46:53,449 - mmaction - INFO - Epoch [206][820/940] lr: 3.791e-02, eta: 5:54:12, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7063, loss_cls: 2.1941, loss: 2.1941 2020-07-02 18:47:02,231 - mmaction - INFO - Epoch [206][840/940] lr: 3.791e-02, eta: 5:54:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9556, loss: 1.9556 2020-07-02 18:47:10,899 - mmaction - INFO - Epoch [206][860/940] lr: 3.791e-02, eta: 5:53:53, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2883, loss: 2.2883 2020-07-02 18:47:19,694 - mmaction - INFO - Epoch [206][880/940] lr: 3.791e-02, eta: 5:53:44, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7031, loss_cls: 2.1670, loss: 2.1670 2020-07-02 18:47:28,373 - mmaction - INFO - Epoch [206][900/940] lr: 3.791e-02, eta: 5:53:35, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1740, loss: 2.1740 2020-07-02 18:47:37,226 - mmaction - INFO - Epoch [206][920/940] lr: 3.791e-02, eta: 5:53:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1266, loss: 2.1266 2020-07-02 18:47:45,628 - mmaction - INFO - Epoch [206][940/940] lr: 3.791e-02, eta: 5:53:17, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.5260, top5_acc: 0.7630, loss_cls: 2.0977, loss: 2.0977 2020-07-02 18:48:01,167 - mmaction - INFO - Epoch [207][20/940] lr: 3.648e-02, eta: 5:53:10, time: 0.760, data_time: 0.284, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.2902, loss: 2.2902 2020-07-02 18:48:09,922 - mmaction - INFO - Epoch [207][40/940] lr: 3.648e-02, eta: 5:53:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.1726, loss: 2.1726 2020-07-02 18:48:18,836 - mmaction - INFO - Epoch [207][60/940] lr: 3.648e-02, eta: 5:52:51, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1079, loss: 2.1079 2020-07-02 18:48:27,582 - mmaction - INFO - Epoch [207][80/940] lr: 3.648e-02, eta: 5:52:42, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8702, loss: 1.8702 2020-07-02 18:48:36,756 - mmaction - INFO - Epoch [207][100/940] lr: 3.648e-02, eta: 5:52:33, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8467, loss: 1.8467 2020-07-02 18:48:45,508 - mmaction - INFO - Epoch [207][120/940] lr: 3.648e-02, eta: 5:52:24, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2524, loss: 2.2524 2020-07-02 18:48:54,385 - mmaction - INFO - Epoch [207][140/940] lr: 3.648e-02, eta: 5:52:15, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 2.0255, loss: 2.0255 2020-07-02 18:49:03,433 - mmaction - INFO - Epoch [207][160/940] lr: 3.648e-02, eta: 5:52:06, time: 0.452, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.3157, loss: 2.3157 2020-07-02 18:49:12,079 - mmaction - INFO - Epoch [207][180/940] lr: 3.648e-02, eta: 5:51:57, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1449, loss: 2.1449 2020-07-02 18:49:20,844 - mmaction - INFO - Epoch [207][200/940] lr: 3.648e-02, eta: 5:51:48, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0789, loss: 2.0789 2020-07-02 18:49:29,526 - mmaction - INFO - Epoch [207][220/940] lr: 3.648e-02, eta: 5:51:39, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 1.9940, loss: 1.9940 2020-07-02 18:49:38,296 - mmaction - INFO - Epoch [207][240/940] lr: 3.648e-02, eta: 5:51:30, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7156, loss_cls: 2.2272, loss: 2.2272 2020-07-02 18:49:47,053 - mmaction - INFO - Epoch [207][260/940] lr: 3.648e-02, eta: 5:51:21, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0484, loss: 2.0484 2020-07-02 18:49:55,820 - mmaction - INFO - Epoch [207][280/940] lr: 3.648e-02, eta: 5:51:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.2168, loss: 2.2168 2020-07-02 18:50:04,636 - mmaction - INFO - Epoch [207][300/940] lr: 3.648e-02, eta: 5:51:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7469, loss_cls: 1.9795, loss: 1.9795 2020-07-02 18:50:13,338 - mmaction - INFO - Epoch [207][320/940] lr: 3.648e-02, eta: 5:50:53, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2178, loss: 2.2178 2020-07-02 18:50:22,104 - mmaction - INFO - Epoch [207][340/940] lr: 3.648e-02, eta: 5:50:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7594, loss_cls: 1.9871, loss: 1.9871 2020-07-02 18:50:31,084 - mmaction - INFO - Epoch [207][360/940] lr: 3.648e-02, eta: 5:50:35, time: 0.449, data_time: 0.010, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2352, loss: 2.2352 2020-07-02 18:50:39,881 - mmaction - INFO - Epoch [207][380/940] lr: 3.648e-02, eta: 5:50:26, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9931, loss: 1.9931 2020-07-02 18:50:49,116 - mmaction - INFO - Epoch [207][400/940] lr: 3.648e-02, eta: 5:50:17, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 2.0214, loss: 2.0214 2020-07-02 18:50:57,842 - mmaction - INFO - Epoch [207][420/940] lr: 3.648e-02, eta: 5:50:08, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9149, loss: 1.9149 2020-07-02 18:51:06,591 - mmaction - INFO - Epoch [207][440/940] lr: 3.648e-02, eta: 5:49:59, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3176, loss: 2.3176 2020-07-02 18:51:15,369 - mmaction - INFO - Epoch [207][460/940] lr: 3.648e-02, eta: 5:49:50, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2851, loss: 2.2851 2020-07-02 18:51:24,536 - mmaction - INFO - Epoch [207][480/940] lr: 3.648e-02, eta: 5:49:41, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7594, loss_cls: 1.9029, loss: 1.9029 2020-07-02 18:51:33,241 - mmaction - INFO - Epoch [207][500/940] lr: 3.648e-02, eta: 5:49:32, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2859, loss: 2.2859 2020-07-02 18:51:42,933 - mmaction - INFO - Epoch [207][520/940] lr: 3.648e-02, eta: 5:49:23, time: 0.484, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2917, loss: 2.2917 2020-07-02 18:51:51,585 - mmaction - INFO - Epoch [207][540/940] lr: 3.648e-02, eta: 5:49:14, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.6625, loss_cls: 2.3892, loss: 2.3892 2020-07-02 18:52:00,211 - mmaction - INFO - Epoch [207][560/940] lr: 3.648e-02, eta: 5:49:05, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.3780, loss: 2.3780 2020-07-02 18:52:09,426 - mmaction - INFO - Epoch [207][580/940] lr: 3.648e-02, eta: 5:48:56, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1415, loss: 2.1415 2020-07-02 18:52:18,190 - mmaction - INFO - Epoch [207][600/940] lr: 3.648e-02, eta: 5:48:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0110, loss: 2.0110 2020-07-02 18:52:27,085 - mmaction - INFO - Epoch [207][620/940] lr: 3.648e-02, eta: 5:48:38, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.1388, loss: 2.1388 2020-07-02 18:52:36,270 - mmaction - INFO - Epoch [207][640/940] lr: 3.648e-02, eta: 5:48:29, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.1838, loss: 2.1838 2020-07-02 18:52:45,043 - mmaction - INFO - Epoch [207][660/940] lr: 3.648e-02, eta: 5:48:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.1235, loss: 2.1235 2020-07-02 18:52:53,783 - mmaction - INFO - Epoch [207][680/940] lr: 3.648e-02, eta: 5:48:11, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1933, loss: 2.1933 2020-07-02 18:53:02,497 - mmaction - INFO - Epoch [207][700/940] lr: 3.648e-02, eta: 5:48:02, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1830, loss: 2.1830 2020-07-02 18:53:11,768 - mmaction - INFO - Epoch [207][720/940] lr: 3.648e-02, eta: 5:47:53, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.6656, loss_cls: 2.3353, loss: 2.3353 2020-07-02 18:53:20,623 - mmaction - INFO - Epoch [207][740/940] lr: 3.648e-02, eta: 5:47:44, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3573, loss: 2.3573 2020-07-02 18:53:29,733 - mmaction - INFO - Epoch [207][760/940] lr: 3.648e-02, eta: 5:47:35, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1282, loss: 2.1282 2020-07-02 18:53:38,524 - mmaction - INFO - Epoch [207][780/940] lr: 3.648e-02, eta: 5:47:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.6813, loss_cls: 2.3149, loss: 2.3149 2020-07-02 18:53:47,190 - mmaction - INFO - Epoch [207][800/940] lr: 3.648e-02, eta: 5:47:16, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.2277, loss: 2.2277 2020-07-02 18:53:55,844 - mmaction - INFO - Epoch [207][820/940] lr: 3.648e-02, eta: 5:47:07, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.2804, loss: 2.2804 2020-07-02 18:54:04,565 - mmaction - INFO - Epoch [207][840/940] lr: 3.648e-02, eta: 5:46:58, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 1.9491, loss: 1.9491 2020-07-02 18:54:13,334 - mmaction - INFO - Epoch [207][860/940] lr: 3.648e-02, eta: 5:46:49, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 1.9706, loss: 1.9706 2020-07-02 18:54:22,318 - mmaction - INFO - Epoch [207][880/940] lr: 3.648e-02, eta: 5:46:40, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0810, loss: 2.0810 2020-07-02 18:54:31,047 - mmaction - INFO - Epoch [207][900/940] lr: 3.648e-02, eta: 5:46:31, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.1061, loss: 2.1061 2020-07-02 18:54:39,884 - mmaction - INFO - Epoch [207][920/940] lr: 3.648e-02, eta: 5:46:22, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1287, loss: 2.1287 2020-07-02 18:54:48,806 - mmaction - INFO - Epoch [207][940/940] lr: 3.648e-02, eta: 5:46:13, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.5260, top5_acc: 0.7403, loss_cls: 2.1568, loss: 2.1568 2020-07-02 18:55:05,186 - mmaction - INFO - Epoch [208][20/940] lr: 3.508e-02, eta: 5:46:06, time: 0.805, data_time: 0.362, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2031, loss: 2.2031 2020-07-02 18:55:13,955 - mmaction - INFO - Epoch [208][40/940] lr: 3.508e-02, eta: 5:45:56, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 2.0046, loss: 2.0046 2020-07-02 18:55:22,739 - mmaction - INFO - Epoch [208][60/940] lr: 3.508e-02, eta: 5:45:47, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 1.9586, loss: 1.9586 2020-07-02 18:55:31,468 - mmaction - INFO - Epoch [208][80/940] lr: 3.508e-02, eta: 5:45:38, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1851, loss: 2.1851 2020-07-02 18:55:40,247 - mmaction - INFO - Epoch [208][100/940] lr: 3.508e-02, eta: 5:45:29, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1329, loss: 2.1329 2020-07-02 18:55:48,948 - mmaction - INFO - Epoch [208][120/940] lr: 3.508e-02, eta: 5:45:20, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7031, loss_cls: 2.2052, loss: 2.2052 2020-07-02 18:55:58,111 - mmaction - INFO - Epoch [208][140/940] lr: 3.508e-02, eta: 5:45:11, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1802, loss: 2.1802 2020-07-02 18:56:07,180 - mmaction - INFO - Epoch [208][160/940] lr: 3.508e-02, eta: 5:45:02, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.2280, loss: 2.2280 2020-07-02 18:56:16,011 - mmaction - INFO - Epoch [208][180/940] lr: 3.508e-02, eta: 5:44:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1584, loss: 2.1584 2020-07-02 18:56:24,743 - mmaction - INFO - Epoch [208][200/940] lr: 3.508e-02, eta: 5:44:44, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9501, loss: 1.9501 2020-07-02 18:56:33,539 - mmaction - INFO - Epoch [208][220/940] lr: 3.508e-02, eta: 5:44:35, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 2.1223, loss: 2.1223 2020-07-02 18:56:42,287 - mmaction - INFO - Epoch [208][240/940] lr: 3.508e-02, eta: 5:44:26, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0405, loss: 2.0405 2020-07-02 18:56:51,534 - mmaction - INFO - Epoch [208][260/940] lr: 3.508e-02, eta: 5:44:17, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3017, loss: 2.3017 2020-07-02 18:57:00,220 - mmaction - INFO - Epoch [208][280/940] lr: 3.508e-02, eta: 5:44:08, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0291, loss: 2.0291 2020-07-02 18:57:09,222 - mmaction - INFO - Epoch [208][300/940] lr: 3.508e-02, eta: 5:43:59, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1703, loss: 2.1703 2020-07-02 18:57:17,978 - mmaction - INFO - Epoch [208][320/940] lr: 3.508e-02, eta: 5:43:50, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2622, loss: 2.2622 2020-07-02 18:57:27,206 - mmaction - INFO - Epoch [208][340/940] lr: 3.508e-02, eta: 5:43:41, time: 0.461, data_time: 0.000, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2145, loss: 2.2145 2020-07-02 18:57:36,578 - mmaction - INFO - Epoch [208][360/940] lr: 3.508e-02, eta: 5:43:32, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1568, loss: 2.1568 2020-07-02 18:57:45,246 - mmaction - INFO - Epoch [208][380/940] lr: 3.508e-02, eta: 5:43:23, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.1996, loss: 2.1996 2020-07-02 18:57:54,449 - mmaction - INFO - Epoch [208][400/940] lr: 3.508e-02, eta: 5:43:14, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0992, loss: 2.0992 2020-07-02 18:58:03,178 - mmaction - INFO - Epoch [208][420/940] lr: 3.508e-02, eta: 5:43:05, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1294, loss: 2.1294 2020-07-02 18:58:12,059 - mmaction - INFO - Epoch [208][440/940] lr: 3.508e-02, eta: 5:42:55, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8770, loss: 1.8770 2020-07-02 18:58:20,900 - mmaction - INFO - Epoch [208][460/940] lr: 3.508e-02, eta: 5:42:46, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.2575, loss: 2.2575 2020-07-02 18:58:29,612 - mmaction - INFO - Epoch [208][480/940] lr: 3.508e-02, eta: 5:42:37, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2293, loss: 2.2293 2020-07-02 18:58:38,980 - mmaction - INFO - Epoch [208][500/940] lr: 3.508e-02, eta: 5:42:28, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0961, loss: 2.0961 2020-07-02 18:58:47,760 - mmaction - INFO - Epoch [208][520/940] lr: 3.508e-02, eta: 5:42:19, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.1277, loss: 2.1277 2020-07-02 18:58:56,460 - mmaction - INFO - Epoch [208][540/940] lr: 3.508e-02, eta: 5:42:10, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9923, loss: 1.9923 2020-07-02 18:59:05,937 - mmaction - INFO - Epoch [208][560/940] lr: 3.508e-02, eta: 5:42:01, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9498, loss: 1.9498 2020-07-02 18:59:14,672 - mmaction - INFO - Epoch [208][580/940] lr: 3.508e-02, eta: 5:41:52, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9980, loss: 1.9980 2020-07-02 18:59:23,413 - mmaction - INFO - Epoch [208][600/940] lr: 3.508e-02, eta: 5:41:43, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.1550, loss: 2.1550 2020-07-02 18:59:32,115 - mmaction - INFO - Epoch [208][620/940] lr: 3.508e-02, eta: 5:41:34, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 2.0003, loss: 2.0003 2020-07-02 18:59:40,910 - mmaction - INFO - Epoch [208][640/940] lr: 3.508e-02, eta: 5:41:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.2050, loss: 2.2050 2020-07-02 18:59:49,747 - mmaction - INFO - Epoch [208][660/940] lr: 3.508e-02, eta: 5:41:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7281, loss_cls: 2.1537, loss: 2.1537 2020-07-02 18:59:58,527 - mmaction - INFO - Epoch [208][680/940] lr: 3.508e-02, eta: 5:41:07, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1470, loss: 2.1470 2020-07-02 19:00:12,905 - mmaction - INFO - Epoch [208][700/940] lr: 3.508e-02, eta: 5:40:59, time: 0.711, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0073, loss: 2.0073 2020-07-02 19:00:21,769 - mmaction - INFO - Epoch [208][720/940] lr: 3.508e-02, eta: 5:40:50, time: 0.451, data_time: 0.012, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7094, loss_cls: 2.2337, loss: 2.2337 2020-07-02 19:00:30,508 - mmaction - INFO - Epoch [208][740/940] lr: 3.508e-02, eta: 5:40:41, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 2.0478, loss: 2.0478 2020-07-02 19:00:39,319 - mmaction - INFO - Epoch [208][760/940] lr: 3.508e-02, eta: 5:40:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7438, loss_cls: 1.9872, loss: 1.9872 2020-07-02 19:00:48,110 - mmaction - INFO - Epoch [208][780/940] lr: 3.508e-02, eta: 5:40:23, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2384, loss: 2.2384 2020-07-02 19:00:56,895 - mmaction - INFO - Epoch [208][800/940] lr: 3.508e-02, eta: 5:40:14, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.1340, loss: 2.1340 2020-07-02 19:01:05,628 - mmaction - INFO - Epoch [208][820/940] lr: 3.508e-02, eta: 5:40:05, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1544, loss: 2.1544 2020-07-02 19:01:14,843 - mmaction - INFO - Epoch [208][840/940] lr: 3.508e-02, eta: 5:39:56, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0149, loss: 2.0149 2020-07-02 19:01:23,557 - mmaction - INFO - Epoch [208][860/940] lr: 3.508e-02, eta: 5:39:47, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2974, loss: 2.2974 2020-07-02 19:01:32,826 - mmaction - INFO - Epoch [208][880/940] lr: 3.508e-02, eta: 5:39:38, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.3249, loss: 2.3249 2020-07-02 19:01:41,571 - mmaction - INFO - Epoch [208][900/940] lr: 3.508e-02, eta: 5:39:28, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8937, loss: 1.8937 2020-07-02 19:01:50,764 - mmaction - INFO - Epoch [208][920/940] lr: 3.508e-02, eta: 5:39:19, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0124, loss: 2.0124 2020-07-02 19:01:59,097 - mmaction - INFO - Epoch [208][940/940] lr: 3.508e-02, eta: 5:39:10, time: 0.417, data_time: 0.001, memory: 6328, top1_acc: 0.4935, top5_acc: 0.7013, loss_cls: 2.4303, loss: 2.4303 2020-07-02 19:01:59,421 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-07-02 19:02:16,547 - mmaction - INFO - Epoch [209][20/940] lr: 3.371e-02, eta: 5:39:03, time: 0.797, data_time: 0.316, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0060, loss: 2.0060 2020-07-02 19:02:25,203 - mmaction - INFO - Epoch [209][40/940] lr: 3.371e-02, eta: 5:38:54, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0015, loss: 2.0015 2020-07-02 19:02:34,127 - mmaction - INFO - Epoch [209][60/940] lr: 3.371e-02, eta: 5:38:45, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0456, loss: 2.0456 2020-07-02 19:02:43,422 - mmaction - INFO - Epoch [209][80/940] lr: 3.371e-02, eta: 5:38:36, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.2017, loss: 2.2017 2020-07-02 19:02:52,161 - mmaction - INFO - Epoch [209][100/940] lr: 3.371e-02, eta: 5:38:27, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1016, loss: 2.1016 2020-07-02 19:03:00,936 - mmaction - INFO - Epoch [209][120/940] lr: 3.371e-02, eta: 5:38:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.8600, loss: 1.8600 2020-07-02 19:03:09,753 - mmaction - INFO - Epoch [209][140/940] lr: 3.371e-02, eta: 5:38:09, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7688, loss_cls: 1.8539, loss: 1.8539 2020-07-02 19:03:18,553 - mmaction - INFO - Epoch [209][160/940] lr: 3.371e-02, eta: 5:37:59, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.0969, loss: 2.0969 2020-07-02 19:03:27,352 - mmaction - INFO - Epoch [209][180/940] lr: 3.371e-02, eta: 5:37:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2003, loss: 2.2003 2020-07-02 19:03:36,185 - mmaction - INFO - Epoch [209][200/940] lr: 3.371e-02, eta: 5:37:41, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 2.0351, loss: 2.0351 2020-07-02 19:03:44,925 - mmaction - INFO - Epoch [209][220/940] lr: 3.371e-02, eta: 5:37:32, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0317, loss: 2.0317 2020-07-02 19:03:53,643 - mmaction - INFO - Epoch [209][240/940] lr: 3.371e-02, eta: 5:37:23, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1330, loss: 2.1330 2020-07-02 19:04:02,465 - mmaction - INFO - Epoch [209][260/940] lr: 3.371e-02, eta: 5:37:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 2.0193, loss: 2.0193 2020-07-02 19:04:11,375 - mmaction - INFO - Epoch [209][280/940] lr: 3.371e-02, eta: 5:37:05, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.1588, loss: 2.1588 2020-07-02 19:04:20,110 - mmaction - INFO - Epoch [209][300/940] lr: 3.371e-02, eta: 5:36:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1553, loss: 2.1553 2020-07-02 19:04:28,976 - mmaction - INFO - Epoch [209][320/940] lr: 3.371e-02, eta: 5:36:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0316, loss: 2.0316 2020-07-02 19:04:37,725 - mmaction - INFO - Epoch [209][340/940] lr: 3.371e-02, eta: 5:36:38, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1405, loss: 2.1405 2020-07-02 19:04:46,409 - mmaction - INFO - Epoch [209][360/940] lr: 3.371e-02, eta: 5:36:29, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7000, loss_cls: 2.1960, loss: 2.1960 2020-07-02 19:04:55,707 - mmaction - INFO - Epoch [209][380/940] lr: 3.371e-02, eta: 5:36:20, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8309, loss: 1.8309 2020-07-02 19:05:04,862 - mmaction - INFO - Epoch [209][400/940] lr: 3.371e-02, eta: 5:36:11, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0655, loss: 2.0655 2020-07-02 19:05:13,623 - mmaction - INFO - Epoch [209][420/940] lr: 3.371e-02, eta: 5:36:02, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7188, loss_cls: 2.1752, loss: 2.1752 2020-07-02 19:05:22,395 - mmaction - INFO - Epoch [209][440/940] lr: 3.371e-02, eta: 5:35:53, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2036, loss: 2.2036 2020-07-02 19:05:31,663 - mmaction - INFO - Epoch [209][460/940] lr: 3.371e-02, eta: 5:35:44, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2100, loss: 2.2100 2020-07-02 19:05:40,470 - mmaction - INFO - Epoch [209][480/940] lr: 3.371e-02, eta: 5:35:35, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0628, loss: 2.0628 2020-07-02 19:05:49,206 - mmaction - INFO - Epoch [209][500/940] lr: 3.371e-02, eta: 5:35:25, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 1.9756, loss: 1.9756 2020-07-02 19:05:57,897 - mmaction - INFO - Epoch [209][520/940] lr: 3.371e-02, eta: 5:35:16, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7344, loss_cls: 1.9782, loss: 1.9782 2020-07-02 19:06:06,617 - mmaction - INFO - Epoch [209][540/940] lr: 3.371e-02, eta: 5:35:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.8987, loss: 1.8987 2020-07-02 19:06:15,349 - mmaction - INFO - Epoch [209][560/940] lr: 3.371e-02, eta: 5:34:58, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7031, loss_cls: 2.1458, loss: 2.1458 2020-07-02 19:06:24,103 - mmaction - INFO - Epoch [209][580/940] lr: 3.371e-02, eta: 5:34:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0049, loss: 2.0049 2020-07-02 19:06:32,798 - mmaction - INFO - Epoch [209][600/940] lr: 3.371e-02, eta: 5:34:40, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7250, loss_cls: 2.0895, loss: 2.0895 2020-07-02 19:06:41,594 - mmaction - INFO - Epoch [209][620/940] lr: 3.371e-02, eta: 5:34:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.2967, loss: 2.2967 2020-07-02 19:06:50,323 - mmaction - INFO - Epoch [209][640/940] lr: 3.371e-02, eta: 5:34:22, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3469, loss: 2.3469 2020-07-02 19:06:59,062 - mmaction - INFO - Epoch [209][660/940] lr: 3.371e-02, eta: 5:34:13, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 2.0102, loss: 2.0102 2020-07-02 19:07:07,846 - mmaction - INFO - Epoch [209][680/940] lr: 3.371e-02, eta: 5:34:04, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2066, loss: 2.2066 2020-07-02 19:07:16,570 - mmaction - INFO - Epoch [209][700/940] lr: 3.371e-02, eta: 5:33:55, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1676, loss: 2.1676 2020-07-02 19:07:25,437 - mmaction - INFO - Epoch [209][720/940] lr: 3.371e-02, eta: 5:33:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2163, loss: 2.2163 2020-07-02 19:07:34,170 - mmaction - INFO - Epoch [209][740/940] lr: 3.371e-02, eta: 5:33:36, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.9354, loss: 1.9354 2020-07-02 19:07:43,362 - mmaction - INFO - Epoch [209][760/940] lr: 3.371e-02, eta: 5:33:28, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2268, loss: 2.2268 2020-07-02 19:07:52,073 - mmaction - INFO - Epoch [209][780/940] lr: 3.371e-02, eta: 5:33:18, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8470, loss: 1.8470 2020-07-02 19:08:00,707 - mmaction - INFO - Epoch [209][800/940] lr: 3.371e-02, eta: 5:33:09, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 2.0052, loss: 2.0052 2020-07-02 19:08:09,500 - mmaction - INFO - Epoch [209][820/940] lr: 3.371e-02, eta: 5:33:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1511, loss: 2.1511 2020-07-02 19:08:18,656 - mmaction - INFO - Epoch [209][840/940] lr: 3.371e-02, eta: 5:32:51, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.1808, loss: 2.1808 2020-07-02 19:08:27,442 - mmaction - INFO - Epoch [209][860/940] lr: 3.371e-02, eta: 5:32:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9979, loss: 1.9979 2020-07-02 19:08:36,620 - mmaction - INFO - Epoch [209][880/940] lr: 3.371e-02, eta: 5:32:33, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0714, loss: 2.0714 2020-07-02 19:08:45,395 - mmaction - INFO - Epoch [209][900/940] lr: 3.371e-02, eta: 5:32:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3255, loss: 2.3255 2020-07-02 19:08:54,194 - mmaction - INFO - Epoch [209][920/940] lr: 3.371e-02, eta: 5:32:15, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0650, loss: 2.0650 2020-07-02 19:09:03,147 - mmaction - INFO - Epoch [209][940/940] lr: 3.371e-02, eta: 5:32:06, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.4870, top5_acc: 0.7435, loss_cls: 2.1626, loss: 2.1626 2020-07-02 19:09:17,962 - mmaction - INFO - Epoch [210][20/940] lr: 3.236e-02, eta: 5:31:58, time: 0.722, data_time: 0.272, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.1436, loss: 2.1436 2020-07-02 19:09:26,697 - mmaction - INFO - Epoch [210][40/940] lr: 3.236e-02, eta: 5:31:49, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.0217, loss: 2.0217 2020-07-02 19:09:35,490 - mmaction - INFO - Epoch [210][60/940] lr: 3.236e-02, eta: 5:31:40, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9959, loss: 1.9959 2020-07-02 19:09:44,257 - mmaction - INFO - Epoch [210][80/940] lr: 3.236e-02, eta: 5:31:31, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7438, loss_cls: 2.0596, loss: 2.0596 2020-07-02 19:09:53,042 - mmaction - INFO - Epoch [210][100/940] lr: 3.236e-02, eta: 5:31:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.3039, loss: 2.3039 2020-07-02 19:10:01,831 - mmaction - INFO - Epoch [210][120/940] lr: 3.236e-02, eta: 5:31:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7094, loss_cls: 2.2258, loss: 2.2258 2020-07-02 19:10:10,574 - mmaction - INFO - Epoch [210][140/940] lr: 3.236e-02, eta: 5:31:04, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 2.0219, loss: 2.0219 2020-07-02 19:10:19,597 - mmaction - INFO - Epoch [210][160/940] lr: 3.236e-02, eta: 5:30:55, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9774, loss: 1.9774 2020-07-02 19:10:28,405 - mmaction - INFO - Epoch [210][180/940] lr: 3.236e-02, eta: 5:30:46, time: 0.442, data_time: 0.009, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0668, loss: 2.0668 2020-07-02 19:10:38,045 - mmaction - INFO - Epoch [210][200/940] lr: 3.236e-02, eta: 5:30:37, time: 0.481, data_time: 0.004, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0410, loss: 2.0410 2020-07-02 19:10:47,081 - mmaction - INFO - Epoch [210][220/940] lr: 3.236e-02, eta: 5:30:28, time: 0.452, data_time: 0.006, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1039, loss: 2.1039 2020-07-02 19:10:56,601 - mmaction - INFO - Epoch [210][240/940] lr: 3.236e-02, eta: 5:30:19, time: 0.477, data_time: 0.007, memory: 6328, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3163, loss: 2.3163 2020-07-02 19:11:05,732 - mmaction - INFO - Epoch [210][260/940] lr: 3.236e-02, eta: 5:30:10, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7188, loss_cls: 2.1869, loss: 2.1869 2020-07-02 19:11:14,567 - mmaction - INFO - Epoch [210][280/940] lr: 3.236e-02, eta: 5:30:01, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.1700, loss: 2.1700 2020-07-02 19:11:23,371 - mmaction - INFO - Epoch [210][300/940] lr: 3.236e-02, eta: 5:29:52, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0951, loss: 2.0951 2020-07-02 19:11:32,187 - mmaction - INFO - Epoch [210][320/940] lr: 3.236e-02, eta: 5:29:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1873, loss: 2.1873 2020-07-02 19:11:40,844 - mmaction - INFO - Epoch [210][340/940] lr: 3.236e-02, eta: 5:29:34, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.8546, loss: 1.8546 2020-07-02 19:11:49,675 - mmaction - INFO - Epoch [210][360/940] lr: 3.236e-02, eta: 5:29:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.2135, loss: 2.2135 2020-07-02 19:11:59,022 - mmaction - INFO - Epoch [210][380/940] lr: 3.236e-02, eta: 5:29:16, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.9114, loss: 1.9114 2020-07-02 19:12:07,854 - mmaction - INFO - Epoch [210][400/940] lr: 3.236e-02, eta: 5:29:06, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.2008, loss: 2.2008 2020-07-02 19:12:17,242 - mmaction - INFO - Epoch [210][420/940] lr: 3.236e-02, eta: 5:28:58, time: 0.471, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.9770, loss: 1.9770 2020-07-02 19:12:25,973 - mmaction - INFO - Epoch [210][440/940] lr: 3.236e-02, eta: 5:28:48, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 2.0335, loss: 2.0335 2020-07-02 19:12:34,757 - mmaction - INFO - Epoch [210][460/940] lr: 3.236e-02, eta: 5:28:39, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.0502, loss: 2.0502 2020-07-02 19:12:43,544 - mmaction - INFO - Epoch [210][480/940] lr: 3.236e-02, eta: 5:28:30, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3213, loss: 2.3213 2020-07-02 19:12:52,303 - mmaction - INFO - Epoch [210][500/940] lr: 3.236e-02, eta: 5:28:21, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0927, loss: 2.0927 2020-07-02 19:13:01,045 - mmaction - INFO - Epoch [210][520/940] lr: 3.236e-02, eta: 5:28:12, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7094, loss_cls: 2.2074, loss: 2.2074 2020-07-02 19:13:10,267 - mmaction - INFO - Epoch [210][540/940] lr: 3.236e-02, eta: 5:28:03, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 1.9965, loss: 1.9965 2020-07-02 19:13:18,960 - mmaction - INFO - Epoch [210][560/940] lr: 3.236e-02, eta: 5:27:54, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3237, loss: 2.3237 2020-07-02 19:13:27,937 - mmaction - INFO - Epoch [210][580/940] lr: 3.236e-02, eta: 5:27:45, time: 0.448, data_time: 0.000, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9672, loss: 1.9672 2020-07-02 19:13:36,708 - mmaction - INFO - Epoch [210][600/940] lr: 3.236e-02, eta: 5:27:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.8809, loss: 1.8809 2020-07-02 19:13:45,904 - mmaction - INFO - Epoch [210][620/940] lr: 3.236e-02, eta: 5:27:27, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1248, loss: 2.1248 2020-07-02 19:13:54,635 - mmaction - INFO - Epoch [210][640/940] lr: 3.236e-02, eta: 5:27:18, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.3415, loss: 2.3415 2020-07-02 19:14:03,404 - mmaction - INFO - Epoch [210][660/940] lr: 3.236e-02, eta: 5:27:09, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0220, loss: 2.0220 2020-07-02 19:14:12,598 - mmaction - INFO - Epoch [210][680/940] lr: 3.236e-02, eta: 5:27:00, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.9564, loss: 1.9564 2020-07-02 19:14:21,323 - mmaction - INFO - Epoch [210][700/940] lr: 3.236e-02, eta: 5:26:51, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1465, loss: 2.1465 2020-07-02 19:14:30,071 - mmaction - INFO - Epoch [210][720/940] lr: 3.236e-02, eta: 5:26:42, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.2415, loss: 2.2415 2020-07-02 19:14:39,274 - mmaction - INFO - Epoch [210][740/940] lr: 3.236e-02, eta: 5:26:33, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7531, loss_cls: 1.9912, loss: 1.9912 2020-07-02 19:14:48,093 - mmaction - INFO - Epoch [210][760/940] lr: 3.236e-02, eta: 5:26:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8530, loss: 1.8530 2020-07-02 19:14:57,293 - mmaction - INFO - Epoch [210][780/940] lr: 3.236e-02, eta: 5:26:15, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.2864, loss: 2.2864 2020-07-02 19:15:06,121 - mmaction - INFO - Epoch [210][800/940] lr: 3.236e-02, eta: 5:26:06, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1909, loss: 2.1909 2020-07-02 19:15:14,849 - mmaction - INFO - Epoch [210][820/940] lr: 3.236e-02, eta: 5:25:56, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0737, loss: 2.0737 2020-07-02 19:15:23,622 - mmaction - INFO - Epoch [210][840/940] lr: 3.236e-02, eta: 5:25:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1205, loss: 2.1205 2020-07-02 19:15:32,322 - mmaction - INFO - Epoch [210][860/940] lr: 3.236e-02, eta: 5:25:38, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.1218, loss: 2.1218 2020-07-02 19:15:41,051 - mmaction - INFO - Epoch [210][880/940] lr: 3.236e-02, eta: 5:25:29, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2541, loss: 2.2541 2020-07-02 19:15:49,834 - mmaction - INFO - Epoch [210][900/940] lr: 3.236e-02, eta: 5:25:20, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2060, loss: 2.2060 2020-07-02 19:15:59,256 - mmaction - INFO - Epoch [210][920/940] lr: 3.236e-02, eta: 5:25:11, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 1.9919, loss: 1.9919 2020-07-02 19:16:07,640 - mmaction - INFO - Epoch [210][940/940] lr: 3.236e-02, eta: 5:25:02, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.5097, top5_acc: 0.7435, loss_cls: 2.1371, loss: 2.1371 2020-07-02 19:16:25,473 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 19:16:26,344 - mmaction - INFO - top1_acc 0.5755 top5_acc 0.8036 2020-07-02 19:16:26,344 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 19:16:26,424 - mmaction - INFO - mean_acc 0.5754 2020-07-02 19:16:26,433 - mmaction - INFO - Epoch [210][940/940] lr: 3.236e-02, top1_acc: 0.5755, top5_acc: 0.8036, mean_class_accuracy: 0.5754 2020-07-02 19:16:39,186 - mmaction - INFO - Epoch [211][20/940] lr: 3.103e-02, eta: 5:24:54, time: 0.636, data_time: 0.188, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0406, loss: 2.0406 2020-07-02 19:16:48,351 - mmaction - INFO - Epoch [211][40/940] lr: 3.103e-02, eta: 5:24:45, time: 0.458, data_time: 0.003, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1189, loss: 2.1189 2020-07-02 19:16:57,189 - mmaction - INFO - Epoch [211][60/940] lr: 3.103e-02, eta: 5:24:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9184, loss: 1.9184 2020-07-02 19:17:05,990 - mmaction - INFO - Epoch [211][80/940] lr: 3.103e-02, eta: 5:24:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.0925, loss: 2.0925 2020-07-02 19:17:14,765 - mmaction - INFO - Epoch [211][100/940] lr: 3.103e-02, eta: 5:24:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.9184, loss: 1.9184 2020-07-02 19:17:23,495 - mmaction - INFO - Epoch [211][120/940] lr: 3.103e-02, eta: 5:24:09, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2247, loss: 2.2247 2020-07-02 19:17:32,276 - mmaction - INFO - Epoch [211][140/940] lr: 3.103e-02, eta: 5:24:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9592, loss: 1.9592 2020-07-02 19:17:41,108 - mmaction - INFO - Epoch [211][160/940] lr: 3.103e-02, eta: 5:23:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2321, loss: 2.2321 2020-07-02 19:17:49,865 - mmaction - INFO - Epoch [211][180/940] lr: 3.103e-02, eta: 5:23:41, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0499, loss: 2.0499 2020-07-02 19:17:58,642 - mmaction - INFO - Epoch [211][200/940] lr: 3.103e-02, eta: 5:23:32, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7219, loss_cls: 2.1084, loss: 2.1084 2020-07-02 19:18:07,420 - mmaction - INFO - Epoch [211][220/940] lr: 3.103e-02, eta: 5:23:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9481, loss: 1.9481 2020-07-02 19:18:16,201 - mmaction - INFO - Epoch [211][240/940] lr: 3.103e-02, eta: 5:23:14, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1532, loss: 2.1532 2020-07-02 19:18:25,408 - mmaction - INFO - Epoch [211][260/940] lr: 3.103e-02, eta: 5:23:05, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8771, loss: 1.8771 2020-07-02 19:18:34,195 - mmaction - INFO - Epoch [211][280/940] lr: 3.103e-02, eta: 5:22:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2525, loss: 2.2525 2020-07-02 19:18:43,073 - mmaction - INFO - Epoch [211][300/940] lr: 3.103e-02, eta: 5:22:47, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 2.0178, loss: 2.0178 2020-07-02 19:18:51,819 - mmaction - INFO - Epoch [211][320/940] lr: 3.103e-02, eta: 5:22:38, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1179, loss: 2.1179 2020-07-02 19:19:00,505 - mmaction - INFO - Epoch [211][340/940] lr: 3.103e-02, eta: 5:22:29, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9167, loss: 1.9167 2020-07-02 19:19:09,502 - mmaction - INFO - Epoch [211][360/940] lr: 3.103e-02, eta: 5:22:20, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7438, loss_cls: 2.0530, loss: 2.0530 2020-07-02 19:19:18,256 - mmaction - INFO - Epoch [211][380/940] lr: 3.103e-02, eta: 5:22:11, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2522, loss: 2.2522 2020-07-02 19:19:27,544 - mmaction - INFO - Epoch [211][400/940] lr: 3.103e-02, eta: 5:22:02, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7406, loss_cls: 2.0903, loss: 2.0903 2020-07-02 19:19:36,362 - mmaction - INFO - Epoch [211][420/940] lr: 3.103e-02, eta: 5:21:53, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.9091, loss: 1.9091 2020-07-02 19:19:45,585 - mmaction - INFO - Epoch [211][440/940] lr: 3.103e-02, eta: 5:21:44, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0936, loss: 2.0936 2020-07-02 19:19:54,523 - mmaction - INFO - Epoch [211][460/940] lr: 3.103e-02, eta: 5:21:35, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 2.0147, loss: 2.0147 2020-07-02 19:20:03,342 - mmaction - INFO - Epoch [211][480/940] lr: 3.103e-02, eta: 5:21:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1927, loss: 2.1927 2020-07-02 19:20:12,056 - mmaction - INFO - Epoch [211][500/940] lr: 3.103e-02, eta: 5:21:17, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.8923, loss: 1.8923 2020-07-02 19:20:21,238 - mmaction - INFO - Epoch [211][520/940] lr: 3.103e-02, eta: 5:21:08, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1310, loss: 2.1310 2020-07-02 19:20:29,967 - mmaction - INFO - Epoch [211][540/940] lr: 3.103e-02, eta: 5:20:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 1.9898, loss: 1.9898 2020-07-02 19:20:38,715 - mmaction - INFO - Epoch [211][560/940] lr: 3.103e-02, eta: 5:20:49, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0791, loss: 2.0791 2020-07-02 19:20:47,957 - mmaction - INFO - Epoch [211][580/940] lr: 3.103e-02, eta: 5:20:40, time: 0.462, data_time: 0.000, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.0813, loss: 2.0813 2020-07-02 19:20:56,777 - mmaction - INFO - Epoch [211][600/940] lr: 3.103e-02, eta: 5:20:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7688, loss_cls: 1.8491, loss: 1.8491 2020-07-02 19:21:05,628 - mmaction - INFO - Epoch [211][620/940] lr: 3.103e-02, eta: 5:20:22, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7000, loss_cls: 2.2644, loss: 2.2644 2020-07-02 19:21:14,425 - mmaction - INFO - Epoch [211][640/940] lr: 3.103e-02, eta: 5:20:13, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2521, loss: 2.2521 2020-07-02 19:21:23,149 - mmaction - INFO - Epoch [211][660/940] lr: 3.103e-02, eta: 5:20:04, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0433, loss: 2.0433 2020-07-02 19:21:31,933 - mmaction - INFO - Epoch [211][680/940] lr: 3.103e-02, eta: 5:19:55, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 2.0126, loss: 2.0126 2020-07-02 19:21:40,744 - mmaction - INFO - Epoch [211][700/940] lr: 3.103e-02, eta: 5:19:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1694, loss: 2.1694 2020-07-02 19:21:50,473 - mmaction - INFO - Epoch [211][720/940] lr: 3.103e-02, eta: 5:19:37, time: 0.486, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7188, loss_cls: 2.1216, loss: 2.1216 2020-07-02 19:21:59,228 - mmaction - INFO - Epoch [211][740/940] lr: 3.103e-02, eta: 5:19:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2653, loss: 2.2653 2020-07-02 19:22:08,074 - mmaction - INFO - Epoch [211][760/940] lr: 3.103e-02, eta: 5:19:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7375, loss_cls: 2.0490, loss: 2.0490 2020-07-02 19:22:16,846 - mmaction - INFO - Epoch [211][780/940] lr: 3.103e-02, eta: 5:19:10, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1276, loss: 2.1276 2020-07-02 19:22:25,615 - mmaction - INFO - Epoch [211][800/940] lr: 3.103e-02, eta: 5:19:01, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.8938, loss: 1.8938 2020-07-02 19:22:34,458 - mmaction - INFO - Epoch [211][820/940] lr: 3.103e-02, eta: 5:18:52, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1560, loss: 2.1560 2020-07-02 19:22:43,217 - mmaction - INFO - Epoch [211][840/940] lr: 3.103e-02, eta: 5:18:43, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0428, loss: 2.0428 2020-07-02 19:22:51,967 - mmaction - INFO - Epoch [211][860/940] lr: 3.103e-02, eta: 5:18:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8684, loss: 1.8684 2020-07-02 19:23:01,408 - mmaction - INFO - Epoch [211][880/940] lr: 3.103e-02, eta: 5:18:25, time: 0.472, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2055, loss: 2.2055 2020-07-02 19:23:10,546 - mmaction - INFO - Epoch [211][900/940] lr: 3.103e-02, eta: 5:18:16, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0276, loss: 2.0276 2020-07-02 19:23:19,311 - mmaction - INFO - Epoch [211][920/940] lr: 3.103e-02, eta: 5:18:07, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.1078, loss: 2.1078 2020-07-02 19:23:27,724 - mmaction - INFO - Epoch [211][940/940] lr: 3.103e-02, eta: 5:17:58, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.5649, top5_acc: 0.7630, loss_cls: 1.9831, loss: 1.9831 2020-07-02 19:23:42,348 - mmaction - INFO - Epoch [212][20/940] lr: 2.973e-02, eta: 5:17:50, time: 0.712, data_time: 0.252, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7219, loss_cls: 2.1894, loss: 2.1894 2020-07-02 19:23:51,640 - mmaction - INFO - Epoch [212][40/940] lr: 2.973e-02, eta: 5:17:41, time: 0.465, data_time: 0.003, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0467, loss: 2.0467 2020-07-02 19:24:00,406 - mmaction - INFO - Epoch [212][60/940] lr: 2.973e-02, eta: 5:17:32, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0907, loss: 2.0907 2020-07-02 19:24:09,150 - mmaction - INFO - Epoch [212][80/940] lr: 2.973e-02, eta: 5:17:23, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0628, loss: 2.0628 2020-07-02 19:24:17,945 - mmaction - INFO - Epoch [212][100/940] lr: 2.973e-02, eta: 5:17:13, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8373, loss: 1.8373 2020-07-02 19:24:26,816 - mmaction - INFO - Epoch [212][120/940] lr: 2.973e-02, eta: 5:17:04, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7156, loss_cls: 2.1809, loss: 2.1809 2020-07-02 19:24:35,595 - mmaction - INFO - Epoch [212][140/940] lr: 2.973e-02, eta: 5:16:55, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.8875, loss: 1.8875 2020-07-02 19:24:44,398 - mmaction - INFO - Epoch [212][160/940] lr: 2.973e-02, eta: 5:16:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.8930, loss: 1.8930 2020-07-02 19:24:53,174 - mmaction - INFO - Epoch [212][180/940] lr: 2.973e-02, eta: 5:16:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.9033, loss: 1.9033 2020-07-02 19:25:02,021 - mmaction - INFO - Epoch [212][200/940] lr: 2.973e-02, eta: 5:16:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2312, loss: 2.2312 2020-07-02 19:25:11,222 - mmaction - INFO - Epoch [212][220/940] lr: 2.973e-02, eta: 5:16:19, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.0471, loss: 2.0471 2020-07-02 19:25:19,981 - mmaction - INFO - Epoch [212][240/940] lr: 2.973e-02, eta: 5:16:10, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.0882, loss: 2.0882 2020-07-02 19:25:28,866 - mmaction - INFO - Epoch [212][260/940] lr: 2.973e-02, eta: 5:16:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0494, loss: 2.0494 2020-07-02 19:25:37,639 - mmaction - INFO - Epoch [212][280/940] lr: 2.973e-02, eta: 5:15:52, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7688, loss_cls: 1.9722, loss: 1.9722 2020-07-02 19:25:46,974 - mmaction - INFO - Epoch [212][300/940] lr: 2.973e-02, eta: 5:15:43, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7937, loss_cls: 1.8222, loss: 1.8222 2020-07-02 19:25:55,791 - mmaction - INFO - Epoch [212][320/940] lr: 2.973e-02, eta: 5:15:34, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1044, loss: 2.1044 2020-07-02 19:26:04,555 - mmaction - INFO - Epoch [212][340/940] lr: 2.973e-02, eta: 5:15:25, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0644, loss: 2.0644 2020-07-02 19:26:13,407 - mmaction - INFO - Epoch [212][360/940] lr: 2.973e-02, eta: 5:15:16, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9682, loss: 1.9682 2020-07-02 19:26:22,177 - mmaction - INFO - Epoch [212][380/940] lr: 2.973e-02, eta: 5:15:07, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.0552, loss: 2.0552 2020-07-02 19:26:30,992 - mmaction - INFO - Epoch [212][400/940] lr: 2.973e-02, eta: 5:14:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0451, loss: 2.0451 2020-07-02 19:26:39,742 - mmaction - INFO - Epoch [212][420/940] lr: 2.973e-02, eta: 5:14:49, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1428, loss: 2.1428 2020-07-02 19:26:48,572 - mmaction - INFO - Epoch [212][440/940] lr: 2.973e-02, eta: 5:14:40, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9859, loss: 1.9859 2020-07-02 19:26:57,340 - mmaction - INFO - Epoch [212][460/940] lr: 2.973e-02, eta: 5:14:30, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.1048, loss: 2.1048 2020-07-02 19:27:06,232 - mmaction - INFO - Epoch [212][480/940] lr: 2.973e-02, eta: 5:14:21, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.8587, loss: 1.8587 2020-07-02 19:27:14,920 - mmaction - INFO - Epoch [212][500/940] lr: 2.973e-02, eta: 5:14:12, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2539, loss: 2.2539 2020-07-02 19:27:24,005 - mmaction - INFO - Epoch [212][520/940] lr: 2.973e-02, eta: 5:14:03, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7219, loss_cls: 2.0836, loss: 2.0836 2020-07-02 19:27:32,844 - mmaction - INFO - Epoch [212][540/940] lr: 2.973e-02, eta: 5:13:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7281, loss_cls: 2.1272, loss: 2.1272 2020-07-02 19:27:41,657 - mmaction - INFO - Epoch [212][560/940] lr: 2.973e-02, eta: 5:13:45, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7875, loss_cls: 1.9474, loss: 1.9474 2020-07-02 19:27:51,186 - mmaction - INFO - Epoch [212][580/940] lr: 2.973e-02, eta: 5:13:36, time: 0.477, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1220, loss: 2.1220 2020-07-02 19:27:59,932 - mmaction - INFO - Epoch [212][600/940] lr: 2.973e-02, eta: 5:13:27, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.8068, loss: 1.8068 2020-07-02 19:28:08,722 - mmaction - INFO - Epoch [212][620/940] lr: 2.973e-02, eta: 5:13:18, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 1.9677, loss: 1.9677 2020-07-02 19:28:18,067 - mmaction - INFO - Epoch [212][640/940] lr: 2.973e-02, eta: 5:13:09, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0971, loss: 2.0971 2020-07-02 19:28:26,899 - mmaction - INFO - Epoch [212][660/940] lr: 2.973e-02, eta: 5:13:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9709, loss: 1.9709 2020-07-02 19:28:35,634 - mmaction - INFO - Epoch [212][680/940] lr: 2.973e-02, eta: 5:12:51, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.1908, loss: 2.1908 2020-07-02 19:28:44,874 - mmaction - INFO - Epoch [212][700/940] lr: 2.973e-02, eta: 5:12:42, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.0536, loss: 2.0536 2020-07-02 19:28:53,683 - mmaction - INFO - Epoch [212][720/940] lr: 2.973e-02, eta: 5:12:33, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 2.0825, loss: 2.0825 2020-07-02 19:29:02,438 - mmaction - INFO - Epoch [212][740/940] lr: 2.973e-02, eta: 5:12:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0634, loss: 2.0634 2020-07-02 19:29:11,273 - mmaction - INFO - Epoch [212][760/940] lr: 2.973e-02, eta: 5:12:15, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0089, loss: 2.0089 2020-07-02 19:29:20,229 - mmaction - INFO - Epoch [212][780/940] lr: 2.973e-02, eta: 5:12:06, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9574, loss: 1.9574 2020-07-02 19:29:29,101 - mmaction - INFO - Epoch [212][800/940] lr: 2.973e-02, eta: 5:11:57, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2059, loss: 2.2059 2020-07-02 19:29:37,878 - mmaction - INFO - Epoch [212][820/940] lr: 2.973e-02, eta: 5:11:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9656, loss: 1.9656 2020-07-02 19:29:46,616 - mmaction - INFO - Epoch [212][840/940] lr: 2.973e-02, eta: 5:11:39, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9166, loss: 1.9166 2020-07-02 19:29:55,820 - mmaction - INFO - Epoch [212][860/940] lr: 2.973e-02, eta: 5:11:30, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8610, loss: 1.8610 2020-07-02 19:30:04,539 - mmaction - INFO - Epoch [212][880/940] lr: 2.973e-02, eta: 5:11:21, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0732, loss: 2.0732 2020-07-02 19:30:13,346 - mmaction - INFO - Epoch [212][900/940] lr: 2.973e-02, eta: 5:11:11, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0716, loss: 2.0716 2020-07-02 19:30:22,434 - mmaction - INFO - Epoch [212][920/940] lr: 2.973e-02, eta: 5:11:02, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7969, loss_cls: 1.9751, loss: 1.9751 2020-07-02 19:30:30,760 - mmaction - INFO - Epoch [212][940/940] lr: 2.973e-02, eta: 5:10:53, time: 0.416, data_time: 0.001, memory: 6328, top1_acc: 0.5357, top5_acc: 0.7338, loss_cls: 2.1108, loss: 2.1108 2020-07-02 19:30:31,080 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-07-02 19:30:45,837 - mmaction - INFO - Epoch [213][20/940] lr: 2.845e-02, eta: 5:10:45, time: 0.650, data_time: 0.180, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0112, loss: 2.0112 2020-07-02 19:30:54,599 - mmaction - INFO - Epoch [213][40/940] lr: 2.845e-02, eta: 5:10:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.9184, loss: 1.9184 2020-07-02 19:31:03,696 - mmaction - INFO - Epoch [213][60/940] lr: 2.845e-02, eta: 5:10:27, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0084, loss: 2.0084 2020-07-02 19:31:12,382 - mmaction - INFO - Epoch [213][80/940] lr: 2.845e-02, eta: 5:10:18, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1200, loss: 2.1200 2020-07-02 19:31:21,654 - mmaction - INFO - Epoch [213][100/940] lr: 2.845e-02, eta: 5:10:09, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2173, loss: 2.2173 2020-07-02 19:31:30,441 - mmaction - INFO - Epoch [213][120/940] lr: 2.845e-02, eta: 5:10:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7406, loss_cls: 2.1200, loss: 2.1200 2020-07-02 19:31:39,336 - mmaction - INFO - Epoch [213][140/940] lr: 2.845e-02, eta: 5:09:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9370, loss: 1.9370 2020-07-02 19:31:48,163 - mmaction - INFO - Epoch [213][160/940] lr: 2.845e-02, eta: 5:09:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.7357, loss: 1.7357 2020-07-02 19:31:56,915 - mmaction - INFO - Epoch [213][180/940] lr: 2.845e-02, eta: 5:09:33, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1001, loss: 2.1001 2020-07-02 19:32:05,659 - mmaction - INFO - Epoch [213][200/940] lr: 2.845e-02, eta: 5:09:24, time: 0.438, data_time: 0.004, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 2.0324, loss: 2.0324 2020-07-02 19:32:14,542 - mmaction - INFO - Epoch [213][220/940] lr: 2.845e-02, eta: 5:09:15, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7281, loss_cls: 2.0805, loss: 2.0805 2020-07-02 19:32:23,852 - mmaction - INFO - Epoch [213][240/940] lr: 2.845e-02, eta: 5:09:06, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.9104, loss: 1.9104 2020-07-02 19:32:32,621 - mmaction - INFO - Epoch [213][260/940] lr: 2.845e-02, eta: 5:08:57, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8369, loss: 1.8369 2020-07-02 19:32:41,569 - mmaction - INFO - Epoch [213][280/940] lr: 2.845e-02, eta: 5:08:48, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9334, loss: 1.9334 2020-07-02 19:32:50,389 - mmaction - INFO - Epoch [213][300/940] lr: 2.845e-02, eta: 5:08:38, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9047, loss: 1.9047 2020-07-02 19:32:59,371 - mmaction - INFO - Epoch [213][320/940] lr: 2.845e-02, eta: 5:08:29, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0683, loss: 2.0683 2020-07-02 19:33:08,163 - mmaction - INFO - Epoch [213][340/940] lr: 2.845e-02, eta: 5:08:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.8091, loss: 1.8091 2020-07-02 19:33:16,975 - mmaction - INFO - Epoch [213][360/940] lr: 2.845e-02, eta: 5:08:11, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7428, loss: 1.7428 2020-07-02 19:33:25,717 - mmaction - INFO - Epoch [213][380/940] lr: 2.845e-02, eta: 5:08:02, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.0441, loss: 2.0441 2020-07-02 19:33:34,943 - mmaction - INFO - Epoch [213][400/940] lr: 2.845e-02, eta: 5:07:53, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.0626, loss: 2.0626 2020-07-02 19:33:43,721 - mmaction - INFO - Epoch [213][420/940] lr: 2.845e-02, eta: 5:07:44, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0012, loss: 2.0012 2020-07-02 19:33:52,512 - mmaction - INFO - Epoch [213][440/940] lr: 2.845e-02, eta: 5:07:35, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7656, loss_cls: 1.9805, loss: 1.9805 2020-07-02 19:34:01,264 - mmaction - INFO - Epoch [213][460/940] lr: 2.845e-02, eta: 5:07:26, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.1553, loss: 2.1553 2020-07-02 19:34:09,995 - mmaction - INFO - Epoch [213][480/940] lr: 2.845e-02, eta: 5:07:17, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7906, loss_cls: 1.7613, loss: 1.7613 2020-07-02 19:34:19,376 - mmaction - INFO - Epoch [213][500/940] lr: 2.845e-02, eta: 5:07:08, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7094, loss_cls: 2.3351, loss: 2.3351 2020-07-02 19:34:28,526 - mmaction - INFO - Epoch [213][520/940] lr: 2.845e-02, eta: 5:06:59, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.8907, loss: 1.8907 2020-07-02 19:34:37,339 - mmaction - INFO - Epoch [213][540/940] lr: 2.845e-02, eta: 5:06:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7469, loss_cls: 1.9818, loss: 1.9818 2020-07-02 19:34:47,168 - mmaction - INFO - Epoch [213][560/940] lr: 2.845e-02, eta: 5:06:41, time: 0.492, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7094, loss_cls: 2.1999, loss: 2.1999 2020-07-02 19:34:55,882 - mmaction - INFO - Epoch [213][580/940] lr: 2.845e-02, eta: 5:06:32, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0853, loss: 2.0853 2020-07-02 19:35:05,096 - mmaction - INFO - Epoch [213][600/940] lr: 2.845e-02, eta: 5:06:23, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8712, loss: 1.8712 2020-07-02 19:35:13,861 - mmaction - INFO - Epoch [213][620/940] lr: 2.845e-02, eta: 5:06:14, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0297, loss: 2.0297 2020-07-02 19:35:23,174 - mmaction - INFO - Epoch [213][640/940] lr: 2.845e-02, eta: 5:06:05, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.1671, loss: 2.1671 2020-07-02 19:35:31,906 - mmaction - INFO - Epoch [213][660/940] lr: 2.845e-02, eta: 5:05:56, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.8651, loss: 1.8651 2020-07-02 19:35:41,258 - mmaction - INFO - Epoch [213][680/940] lr: 2.845e-02, eta: 5:05:47, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9996, loss: 1.9996 2020-07-02 19:35:49,968 - mmaction - INFO - Epoch [213][700/940] lr: 2.845e-02, eta: 5:05:38, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7702, loss: 1.7702 2020-07-02 19:35:58,714 - mmaction - INFO - Epoch [213][720/940] lr: 2.845e-02, eta: 5:05:29, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7406, loss_cls: 2.0432, loss: 2.0432 2020-07-02 19:36:07,447 - mmaction - INFO - Epoch [213][740/940] lr: 2.845e-02, eta: 5:05:20, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8063, loss: 1.8063 2020-07-02 19:36:16,285 - mmaction - INFO - Epoch [213][760/940] lr: 2.845e-02, eta: 5:05:11, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0650, loss: 2.0650 2020-07-02 19:36:25,164 - mmaction - INFO - Epoch [213][780/940] lr: 2.845e-02, eta: 5:05:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9787, loss: 1.9787 2020-07-02 19:36:33,914 - mmaction - INFO - Epoch [213][800/940] lr: 2.845e-02, eta: 5:04:53, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3312, loss: 2.3312 2020-07-02 19:36:42,731 - mmaction - INFO - Epoch [213][820/940] lr: 2.845e-02, eta: 5:04:43, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.0516, loss: 2.0516 2020-07-02 19:36:51,489 - mmaction - INFO - Epoch [213][840/940] lr: 2.845e-02, eta: 5:04:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8927, loss: 1.8927 2020-07-02 19:37:00,241 - mmaction - INFO - Epoch [213][860/940] lr: 2.845e-02, eta: 5:04:25, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9818, loss: 1.9818 2020-07-02 19:37:08,974 - mmaction - INFO - Epoch [213][880/940] lr: 2.845e-02, eta: 5:04:16, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.8199, loss: 1.8199 2020-07-02 19:37:17,753 - mmaction - INFO - Epoch [213][900/940] lr: 2.845e-02, eta: 5:04:07, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0216, loss: 2.0216 2020-07-02 19:37:26,552 - mmaction - INFO - Epoch [213][920/940] lr: 2.845e-02, eta: 5:03:58, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 1.9625, loss: 1.9625 2020-07-02 19:37:34,960 - mmaction - INFO - Epoch [213][940/940] lr: 2.845e-02, eta: 5:03:49, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.4903, top5_acc: 0.7240, loss_cls: 2.1903, loss: 2.1903 2020-07-02 19:37:49,552 - mmaction - INFO - Epoch [214][20/940] lr: 2.721e-02, eta: 5:03:41, time: 0.709, data_time: 0.261, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9165, loss: 1.9165 2020-07-02 19:37:58,334 - mmaction - INFO - Epoch [214][40/940] lr: 2.721e-02, eta: 5:03:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0134, loss: 2.0134 2020-07-02 19:38:07,129 - mmaction - INFO - Epoch [214][60/940] lr: 2.721e-02, eta: 5:03:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7562, loss_cls: 1.9490, loss: 1.9490 2020-07-02 19:38:15,825 - mmaction - INFO - Epoch [214][80/940] lr: 2.721e-02, eta: 5:03:14, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9299, loss: 1.9299 2020-07-02 19:38:24,684 - mmaction - INFO - Epoch [214][100/940] lr: 2.721e-02, eta: 5:03:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8598, loss: 1.8598 2020-07-02 19:38:33,519 - mmaction - INFO - Epoch [214][120/940] lr: 2.721e-02, eta: 5:02:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8607, loss: 1.8607 2020-07-02 19:38:42,533 - mmaction - INFO - Epoch [214][140/940] lr: 2.721e-02, eta: 5:02:47, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.9611, loss: 1.9611 2020-07-02 19:38:51,291 - mmaction - INFO - Epoch [214][160/940] lr: 2.721e-02, eta: 5:02:38, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6250, top5_acc: 0.7812, loss_cls: 1.7472, loss: 1.7472 2020-07-02 19:39:00,038 - mmaction - INFO - Epoch [214][180/940] lr: 2.721e-02, eta: 5:02:28, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7344, loss_cls: 2.0993, loss: 2.0993 2020-07-02 19:39:08,821 - mmaction - INFO - Epoch [214][200/940] lr: 2.721e-02, eta: 5:02:19, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.1609, loss: 2.1609 2020-07-02 19:39:17,754 - mmaction - INFO - Epoch [214][220/940] lr: 2.721e-02, eta: 5:02:10, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.1401, loss: 2.1401 2020-07-02 19:39:26,497 - mmaction - INFO - Epoch [214][240/940] lr: 2.721e-02, eta: 5:02:01, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7469, loss_cls: 1.9620, loss: 1.9620 2020-07-02 19:39:35,409 - mmaction - INFO - Epoch [214][260/940] lr: 2.721e-02, eta: 5:01:52, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0615, loss: 2.0615 2020-07-02 19:39:44,209 - mmaction - INFO - Epoch [214][280/940] lr: 2.721e-02, eta: 5:01:43, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.8212, loss: 1.8212 2020-07-02 19:39:52,886 - mmaction - INFO - Epoch [214][300/940] lr: 2.721e-02, eta: 5:01:34, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8397, loss: 1.8397 2020-07-02 19:40:01,686 - mmaction - INFO - Epoch [214][320/940] lr: 2.721e-02, eta: 5:01:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9410, loss: 1.9410 2020-07-02 19:40:10,380 - mmaction - INFO - Epoch [214][340/940] lr: 2.721e-02, eta: 5:01:16, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0116, loss: 2.0116 2020-07-02 19:40:19,281 - mmaction - INFO - Epoch [214][360/940] lr: 2.721e-02, eta: 5:01:07, time: 0.445, data_time: 0.005, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9447, loss: 1.9447 2020-07-02 19:40:28,181 - mmaction - INFO - Epoch [214][380/940] lr: 2.721e-02, eta: 5:00:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8722, loss: 1.8722 2020-07-02 19:40:37,196 - mmaction - INFO - Epoch [214][400/940] lr: 2.721e-02, eta: 5:00:49, time: 0.451, data_time: 0.015, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7531, loss_cls: 1.9779, loss: 1.9779 2020-07-02 19:40:46,031 - mmaction - INFO - Epoch [214][420/940] lr: 2.721e-02, eta: 5:00:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7625, loss_cls: 1.8422, loss: 1.8422 2020-07-02 19:40:54,861 - mmaction - INFO - Epoch [214][440/940] lr: 2.721e-02, eta: 5:00:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0708, loss: 2.0708 2020-07-02 19:41:03,616 - mmaction - INFO - Epoch [214][460/940] lr: 2.721e-02, eta: 5:00:22, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0198, loss: 2.0198 2020-07-02 19:41:13,312 - mmaction - INFO - Epoch [214][480/940] lr: 2.721e-02, eta: 5:00:13, time: 0.484, data_time: 0.000, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9753, loss: 1.9753 2020-07-02 19:41:22,075 - mmaction - INFO - Epoch [214][500/940] lr: 2.721e-02, eta: 5:00:04, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7375, loss_cls: 2.0272, loss: 2.0272 2020-07-02 19:41:30,914 - mmaction - INFO - Epoch [214][520/940] lr: 2.721e-02, eta: 4:59:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1507, loss: 2.1507 2020-07-02 19:41:40,391 - mmaction - INFO - Epoch [214][540/940] lr: 2.721e-02, eta: 4:59:46, time: 0.475, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 2.0133, loss: 2.0133 2020-07-02 19:41:49,128 - mmaction - INFO - Epoch [214][560/940] lr: 2.721e-02, eta: 4:59:37, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.8181, loss: 1.8181 2020-07-02 19:41:58,264 - mmaction - INFO - Epoch [214][580/940] lr: 2.721e-02, eta: 4:59:28, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 1.9389, loss: 1.9389 2020-07-02 19:42:07,056 - mmaction - INFO - Epoch [214][600/940] lr: 2.721e-02, eta: 4:59:19, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9388, loss: 1.9388 2020-07-02 19:42:15,836 - mmaction - INFO - Epoch [214][620/940] lr: 2.721e-02, eta: 4:59:10, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.8411, loss: 1.8411 2020-07-02 19:42:24,611 - mmaction - INFO - Epoch [214][640/940] lr: 2.721e-02, eta: 4:59:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9968, loss: 1.9968 2020-07-02 19:42:33,395 - mmaction - INFO - Epoch [214][660/940] lr: 2.721e-02, eta: 4:58:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0535, loss: 2.0535 2020-07-02 19:42:42,204 - mmaction - INFO - Epoch [214][680/940] lr: 2.721e-02, eta: 4:58:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9821, loss: 1.9821 2020-07-02 19:42:50,955 - mmaction - INFO - Epoch [214][700/940] lr: 2.721e-02, eta: 4:58:33, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9102, loss: 1.9102 2020-07-02 19:42:59,733 - mmaction - INFO - Epoch [214][720/940] lr: 2.721e-02, eta: 4:58:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 2.0103, loss: 2.0103 2020-07-02 19:43:08,458 - mmaction - INFO - Epoch [214][740/940] lr: 2.721e-02, eta: 4:58:15, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 1.9928, loss: 1.9928 2020-07-02 19:43:17,269 - mmaction - INFO - Epoch [214][760/940] lr: 2.721e-02, eta: 4:58:06, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1337, loss: 2.1337 2020-07-02 19:43:26,713 - mmaction - INFO - Epoch [214][780/940] lr: 2.721e-02, eta: 4:57:57, time: 0.475, data_time: 0.004, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7469, loss_cls: 1.9859, loss: 1.9859 2020-07-02 19:43:35,487 - mmaction - INFO - Epoch [214][800/940] lr: 2.721e-02, eta: 4:57:48, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0244, loss: 2.0244 2020-07-02 19:43:44,150 - mmaction - INFO - Epoch [214][820/940] lr: 2.721e-02, eta: 4:57:39, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0421, loss: 2.0421 2020-07-02 19:43:52,931 - mmaction - INFO - Epoch [214][840/940] lr: 2.721e-02, eta: 4:57:30, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.8745, loss: 1.8745 2020-07-02 19:44:01,748 - mmaction - INFO - Epoch [214][860/940] lr: 2.721e-02, eta: 4:57:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 1.9778, loss: 1.9778 2020-07-02 19:44:10,511 - mmaction - INFO - Epoch [214][880/940] lr: 2.721e-02, eta: 4:57:12, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7094, loss_cls: 2.0812, loss: 2.0812 2020-07-02 19:44:19,315 - mmaction - INFO - Epoch [214][900/940] lr: 2.721e-02, eta: 4:57:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7500, loss_cls: 2.1126, loss: 2.1126 2020-07-02 19:44:28,073 - mmaction - INFO - Epoch [214][920/940] lr: 2.721e-02, eta: 4:56:54, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7219, loss_cls: 2.1411, loss: 2.1411 2020-07-02 19:44:36,413 - mmaction - INFO - Epoch [214][940/940] lr: 2.721e-02, eta: 4:56:44, time: 0.419, data_time: 0.002, memory: 6328, top1_acc: 0.5584, top5_acc: 0.7662, loss_cls: 1.9689, loss: 1.9689 2020-07-02 19:44:51,306 - mmaction - INFO - Epoch [215][20/940] lr: 2.598e-02, eta: 4:56:37, time: 0.726, data_time: 0.268, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0165, loss: 2.0165 2020-07-02 19:45:00,044 - mmaction - INFO - Epoch [215][40/940] lr: 2.598e-02, eta: 4:56:27, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0059, loss: 2.0059 2020-07-02 19:45:08,934 - mmaction - INFO - Epoch [215][60/940] lr: 2.598e-02, eta: 4:56:18, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8134, loss: 1.8134 2020-07-02 19:45:17,724 - mmaction - INFO - Epoch [215][80/940] lr: 2.598e-02, eta: 4:56:09, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.8901, loss: 1.8901 2020-07-02 19:45:26,944 - mmaction - INFO - Epoch [215][100/940] lr: 2.598e-02, eta: 4:56:00, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.0266, loss: 2.0266 2020-07-02 19:45:35,701 - mmaction - INFO - Epoch [215][120/940] lr: 2.598e-02, eta: 4:55:51, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.7728, loss: 1.7728 2020-07-02 19:45:44,933 - mmaction - INFO - Epoch [215][140/940] lr: 2.598e-02, eta: 4:55:42, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9369, loss: 1.9369 2020-07-02 19:45:54,167 - mmaction - INFO - Epoch [215][160/940] lr: 2.598e-02, eta: 4:55:33, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.1635, loss: 2.1635 2020-07-02 19:46:02,998 - mmaction - INFO - Epoch [215][180/940] lr: 2.598e-02, eta: 4:55:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0685, loss: 2.0685 2020-07-02 19:46:11,953 - mmaction - INFO - Epoch [215][200/940] lr: 2.598e-02, eta: 4:55:15, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7844, loss_cls: 1.7664, loss: 1.7664 2020-07-02 19:46:20,742 - mmaction - INFO - Epoch [215][220/940] lr: 2.598e-02, eta: 4:55:06, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.7920, loss: 1.7920 2020-07-02 19:46:29,470 - mmaction - INFO - Epoch [215][240/940] lr: 2.598e-02, eta: 4:54:57, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.7844, loss_cls: 1.7739, loss: 1.7739 2020-07-02 19:46:38,734 - mmaction - INFO - Epoch [215][260/940] lr: 2.598e-02, eta: 4:54:48, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9525, loss: 1.9525 2020-07-02 19:46:47,510 - mmaction - INFO - Epoch [215][280/940] lr: 2.598e-02, eta: 4:54:39, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9500, loss: 1.9500 2020-07-02 19:46:57,330 - mmaction - INFO - Epoch [215][300/940] lr: 2.598e-02, eta: 4:54:30, time: 0.492, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.1255, loss: 2.1255 2020-07-02 19:47:06,158 - mmaction - INFO - Epoch [215][320/940] lr: 2.598e-02, eta: 4:54:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7562, loss_cls: 1.9329, loss: 1.9329 2020-07-02 19:47:15,414 - mmaction - INFO - Epoch [215][340/940] lr: 2.598e-02, eta: 4:54:12, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1786, loss: 2.1786 2020-07-02 19:47:24,236 - mmaction - INFO - Epoch [215][360/940] lr: 2.598e-02, eta: 4:54:03, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7344, loss_cls: 2.1374, loss: 2.1374 2020-07-02 19:47:32,974 - mmaction - INFO - Epoch [215][380/940] lr: 2.598e-02, eta: 4:53:54, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 2.0562, loss: 2.0562 2020-07-02 19:47:41,737 - mmaction - INFO - Epoch [215][400/940] lr: 2.598e-02, eta: 4:53:45, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.0414, loss: 2.0414 2020-07-02 19:47:50,531 - mmaction - INFO - Epoch [215][420/940] lr: 2.598e-02, eta: 4:53:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9575, loss: 1.9575 2020-07-02 19:47:59,632 - mmaction - INFO - Epoch [215][440/940] lr: 2.598e-02, eta: 4:53:27, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1842, loss: 2.1842 2020-07-02 19:48:08,382 - mmaction - INFO - Epoch [215][460/940] lr: 2.598e-02, eta: 4:53:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.0997, loss: 2.0997 2020-07-02 19:48:17,186 - mmaction - INFO - Epoch [215][480/940] lr: 2.598e-02, eta: 4:53:09, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0378, loss: 2.0378 2020-07-02 19:48:26,521 - mmaction - INFO - Epoch [215][500/940] lr: 2.598e-02, eta: 4:53:00, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2879, loss: 2.2879 2020-07-02 19:48:35,271 - mmaction - INFO - Epoch [215][520/940] lr: 2.598e-02, eta: 4:52:51, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0589, loss: 2.0589 2020-07-02 19:48:44,278 - mmaction - INFO - Epoch [215][540/940] lr: 2.598e-02, eta: 4:52:42, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9562, loss: 1.9562 2020-07-02 19:48:53,011 - mmaction - INFO - Epoch [215][560/940] lr: 2.598e-02, eta: 4:52:33, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7312, loss_cls: 2.1523, loss: 2.1523 2020-07-02 19:49:01,831 - mmaction - INFO - Epoch [215][580/940] lr: 2.598e-02, eta: 4:52:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8502, loss: 1.8502 2020-07-02 19:49:10,560 - mmaction - INFO - Epoch [215][600/940] lr: 2.598e-02, eta: 4:52:14, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 1.9804, loss: 1.9804 2020-07-02 19:49:19,546 - mmaction - INFO - Epoch [215][620/940] lr: 2.598e-02, eta: 4:52:05, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.1494, loss: 2.1494 2020-07-02 19:49:28,300 - mmaction - INFO - Epoch [215][640/940] lr: 2.598e-02, eta: 4:51:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 1.9508, loss: 1.9508 2020-07-02 19:49:37,376 - mmaction - INFO - Epoch [215][660/940] lr: 2.598e-02, eta: 4:51:47, time: 0.454, data_time: 0.010, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9374, loss: 1.9374 2020-07-02 19:49:46,077 - mmaction - INFO - Epoch [215][680/940] lr: 2.598e-02, eta: 4:51:38, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 2.0159, loss: 2.0159 2020-07-02 19:49:55,204 - mmaction - INFO - Epoch [215][700/940] lr: 2.598e-02, eta: 4:51:29, time: 0.457, data_time: 0.016, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.0845, loss: 2.0845 2020-07-02 19:50:03,979 - mmaction - INFO - Epoch [215][720/940] lr: 2.598e-02, eta: 4:51:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9030, loss: 1.9030 2020-07-02 19:50:12,767 - mmaction - INFO - Epoch [215][740/940] lr: 2.598e-02, eta: 4:51:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9783, loss: 1.9783 2020-07-02 19:50:21,460 - mmaction - INFO - Epoch [215][760/940] lr: 2.598e-02, eta: 4:51:02, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9456, loss: 1.9456 2020-07-02 19:50:30,173 - mmaction - INFO - Epoch [215][780/940] lr: 2.598e-02, eta: 4:50:53, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1383, loss: 2.1383 2020-07-02 19:50:39,808 - mmaction - INFO - Epoch [215][800/940] lr: 2.598e-02, eta: 4:50:44, time: 0.481, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.7633, loss: 1.7633 2020-07-02 19:50:48,763 - mmaction - INFO - Epoch [215][820/940] lr: 2.598e-02, eta: 4:50:35, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1998, loss: 2.1998 2020-07-02 19:50:57,994 - mmaction - INFO - Epoch [215][840/940] lr: 2.598e-02, eta: 4:50:26, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.9578, loss: 1.9578 2020-07-02 19:51:06,725 - mmaction - INFO - Epoch [215][860/940] lr: 2.598e-02, eta: 4:50:17, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.9000, loss: 1.9000 2020-07-02 19:51:15,567 - mmaction - INFO - Epoch [215][880/940] lr: 2.598e-02, eta: 4:50:08, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7781, loss_cls: 1.8043, loss: 1.8043 2020-07-02 19:51:24,808 - mmaction - INFO - Epoch [215][900/940] lr: 2.598e-02, eta: 4:49:59, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0635, loss: 2.0635 2020-07-02 19:51:33,557 - mmaction - INFO - Epoch [215][920/940] lr: 2.598e-02, eta: 4:49:50, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.9029, loss: 1.9029 2020-07-02 19:51:42,102 - mmaction - INFO - Epoch [215][940/940] lr: 2.598e-02, eta: 4:49:41, time: 0.428, data_time: 0.002, memory: 6328, top1_acc: 0.5065, top5_acc: 0.7045, loss_cls: 2.1815, loss: 2.1815 2020-07-02 19:52:00,314 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 19:52:01,194 - mmaction - INFO - top1_acc 0.5901 top5_acc 0.8172 2020-07-02 19:52:01,195 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 19:52:01,255 - mmaction - INFO - mean_acc 0.5900 2020-07-02 19:52:01,266 - mmaction - INFO - Epoch [215][940/940] lr: 2.598e-02, top1_acc: 0.5901, top5_acc: 0.8172, mean_class_accuracy: 0.5900 2020-07-02 19:52:13,754 - mmaction - INFO - Epoch [216][20/940] lr: 2.479e-02, eta: 4:49:32, time: 0.623, data_time: 0.187, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7486, loss: 1.7486 2020-07-02 19:52:23,115 - mmaction - INFO - Epoch [216][40/940] lr: 2.479e-02, eta: 4:49:23, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9172, loss: 1.9172 2020-07-02 19:52:31,950 - mmaction - INFO - Epoch [216][60/940] lr: 2.479e-02, eta: 4:49:14, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7781, loss_cls: 1.8467, loss: 1.8467 2020-07-02 19:52:40,872 - mmaction - INFO - Epoch [216][80/940] lr: 2.479e-02, eta: 4:49:05, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.8941, loss: 1.8941 2020-07-02 19:52:49,662 - mmaction - INFO - Epoch [216][100/940] lr: 2.479e-02, eta: 4:48:56, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.8761, loss: 1.8761 2020-07-02 19:52:58,449 - mmaction - INFO - Epoch [216][120/940] lr: 2.479e-02, eta: 4:48:47, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 2.0029, loss: 2.0029 2020-07-02 19:53:07,545 - mmaction - INFO - Epoch [216][140/940] lr: 2.479e-02, eta: 4:48:38, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.8281, loss: 1.8281 2020-07-02 19:53:16,306 - mmaction - INFO - Epoch [216][160/940] lr: 2.479e-02, eta: 4:48:29, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.8727, loss: 1.8727 2020-07-02 19:53:25,119 - mmaction - INFO - Epoch [216][180/940] lr: 2.479e-02, eta: 4:48:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9226, loss: 1.9226 2020-07-02 19:53:33,846 - mmaction - INFO - Epoch [216][200/940] lr: 2.479e-02, eta: 4:48:11, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9120, loss: 1.9120 2020-07-02 19:53:42,681 - mmaction - INFO - Epoch [216][220/940] lr: 2.479e-02, eta: 4:48:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7250, loss_cls: 2.1665, loss: 2.1665 2020-07-02 19:53:51,995 - mmaction - INFO - Epoch [216][240/940] lr: 2.479e-02, eta: 4:47:53, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.7937, loss: 1.7937 2020-07-02 19:54:00,909 - mmaction - INFO - Epoch [216][260/940] lr: 2.479e-02, eta: 4:47:44, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.0739, loss: 2.0739 2020-07-02 19:54:09,785 - mmaction - INFO - Epoch [216][280/940] lr: 2.479e-02, eta: 4:47:35, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1113, loss: 2.1113 2020-07-02 19:54:18,591 - mmaction - INFO - Epoch [216][300/940] lr: 2.479e-02, eta: 4:47:26, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9473, loss: 1.9473 2020-07-02 19:54:27,439 - mmaction - INFO - Epoch [216][320/940] lr: 2.479e-02, eta: 4:47:17, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7469, loss_cls: 1.9244, loss: 1.9244 2020-07-02 19:54:36,147 - mmaction - INFO - Epoch [216][340/940] lr: 2.479e-02, eta: 4:47:08, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8746, loss: 1.8746 2020-07-02 19:54:44,920 - mmaction - INFO - Epoch [216][360/940] lr: 2.479e-02, eta: 4:46:59, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8547, loss: 1.8547 2020-07-02 19:54:53,732 - mmaction - INFO - Epoch [216][380/940] lr: 2.479e-02, eta: 4:46:50, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8606, loss: 1.8606 2020-07-02 19:55:02,464 - mmaction - INFO - Epoch [216][400/940] lr: 2.479e-02, eta: 4:46:41, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1103, loss: 2.1103 2020-07-02 19:55:11,226 - mmaction - INFO - Epoch [216][420/940] lr: 2.479e-02, eta: 4:46:31, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7531, loss_cls: 1.9509, loss: 1.9509 2020-07-02 19:55:20,219 - mmaction - INFO - Epoch [216][440/940] lr: 2.479e-02, eta: 4:46:22, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9253, loss: 1.9253 2020-07-02 19:55:28,951 - mmaction - INFO - Epoch [216][460/940] lr: 2.479e-02, eta: 4:46:13, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0892, loss: 2.0892 2020-07-02 19:55:37,736 - mmaction - INFO - Epoch [216][480/940] lr: 2.479e-02, eta: 4:46:04, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9679, loss: 1.9679 2020-07-02 19:55:46,425 - mmaction - INFO - Epoch [216][500/940] lr: 2.479e-02, eta: 4:45:55, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.0580, loss: 2.0580 2020-07-02 19:55:55,753 - mmaction - INFO - Epoch [216][520/940] lr: 2.479e-02, eta: 4:45:46, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9297, loss: 1.9297 2020-07-02 19:56:04,492 - mmaction - INFO - Epoch [216][540/940] lr: 2.479e-02, eta: 4:45:37, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0009, loss: 2.0009 2020-07-02 19:56:13,377 - mmaction - INFO - Epoch [216][560/940] lr: 2.479e-02, eta: 4:45:28, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1606, loss: 2.1606 2020-07-02 19:56:22,174 - mmaction - INFO - Epoch [216][580/940] lr: 2.479e-02, eta: 4:45:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 1.9940, loss: 1.9940 2020-07-02 19:56:31,006 - mmaction - INFO - Epoch [216][600/940] lr: 2.479e-02, eta: 4:45:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 1.9751, loss: 1.9751 2020-07-02 19:56:39,712 - mmaction - INFO - Epoch [216][620/940] lr: 2.479e-02, eta: 4:45:01, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1825, loss: 2.1825 2020-07-02 19:56:48,437 - mmaction - INFO - Epoch [216][640/940] lr: 2.479e-02, eta: 4:44:52, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7656, loss_cls: 1.8628, loss: 1.8628 2020-07-02 19:56:57,668 - mmaction - INFO - Epoch [216][660/940] lr: 2.479e-02, eta: 4:44:43, time: 0.462, data_time: 0.004, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9694, loss: 1.9694 2020-07-02 19:57:07,048 - mmaction - INFO - Epoch [216][680/940] lr: 2.479e-02, eta: 4:44:34, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1651, loss: 2.1651 2020-07-02 19:57:15,852 - mmaction - INFO - Epoch [216][700/940] lr: 2.479e-02, eta: 4:44:25, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8170, loss: 1.8170 2020-07-02 19:57:24,691 - mmaction - INFO - Epoch [216][720/940] lr: 2.479e-02, eta: 4:44:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9109, loss: 1.9109 2020-07-02 19:57:33,420 - mmaction - INFO - Epoch [216][740/940] lr: 2.479e-02, eta: 4:44:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7344, loss_cls: 2.0194, loss: 2.0194 2020-07-02 19:57:42,214 - mmaction - INFO - Epoch [216][760/940] lr: 2.479e-02, eta: 4:43:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9964, loss: 1.9964 2020-07-02 19:57:51,009 - mmaction - INFO - Epoch [216][780/940] lr: 2.479e-02, eta: 4:43:49, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.1578, loss: 2.1578 2020-07-02 19:57:59,777 - mmaction - INFO - Epoch [216][800/940] lr: 2.479e-02, eta: 4:43:40, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7406, loss_cls: 2.0675, loss: 2.0675 2020-07-02 19:58:08,611 - mmaction - INFO - Epoch [216][820/940] lr: 2.479e-02, eta: 4:43:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9223, loss: 1.9223 2020-07-02 19:58:17,426 - mmaction - INFO - Epoch [216][840/940] lr: 2.479e-02, eta: 4:43:21, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1674, loss: 2.1674 2020-07-02 19:58:26,170 - mmaction - INFO - Epoch [216][860/940] lr: 2.479e-02, eta: 4:43:12, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9461, loss: 1.9461 2020-07-02 19:58:34,920 - mmaction - INFO - Epoch [216][880/940] lr: 2.479e-02, eta: 4:43:03, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0311, loss: 2.0311 2020-07-02 19:58:43,756 - mmaction - INFO - Epoch [216][900/940] lr: 2.479e-02, eta: 4:42:54, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.9432, loss: 1.9432 2020-07-02 19:58:52,546 - mmaction - INFO - Epoch [216][920/940] lr: 2.479e-02, eta: 4:42:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9911, loss: 1.9911 2020-07-02 19:59:00,927 - mmaction - INFO - Epoch [216][940/940] lr: 2.479e-02, eta: 4:42:36, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7532, loss_cls: 1.9765, loss: 1.9765 2020-07-02 19:59:01,217 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-07-02 19:59:15,939 - mmaction - INFO - Epoch [217][20/940] lr: 2.362e-02, eta: 4:42:28, time: 0.693, data_time: 0.256, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 2.0548, loss: 2.0548 2020-07-02 19:59:24,674 - mmaction - INFO - Epoch [217][40/940] lr: 2.362e-02, eta: 4:42:19, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9439, loss: 1.9439 2020-07-02 19:59:33,487 - mmaction - INFO - Epoch [217][60/940] lr: 2.362e-02, eta: 4:42:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9285, loss: 1.9285 2020-07-02 19:59:42,368 - mmaction - INFO - Epoch [217][80/940] lr: 2.362e-02, eta: 4:42:01, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8602, loss: 1.8602 2020-07-02 19:59:51,082 - mmaction - INFO - Epoch [217][100/940] lr: 2.362e-02, eta: 4:41:52, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9687, loss: 1.9687 2020-07-02 19:59:59,879 - mmaction - INFO - Epoch [217][120/940] lr: 2.362e-02, eta: 4:41:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9170, loss: 1.9170 2020-07-02 20:00:18,179 - mmaction - INFO - Epoch [217][140/940] lr: 2.362e-02, eta: 4:41:35, time: 0.912, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0922, loss: 2.0922 2020-07-02 20:00:26,939 - mmaction - INFO - Epoch [217][160/940] lr: 2.362e-02, eta: 4:41:26, time: 0.442, data_time: 0.007, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.8729, loss: 1.8729 2020-07-02 20:00:36,150 - mmaction - INFO - Epoch [217][180/940] lr: 2.362e-02, eta: 4:41:17, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7656, loss_cls: 1.9554, loss: 1.9554 2020-07-02 20:00:44,883 - mmaction - INFO - Epoch [217][200/940] lr: 2.362e-02, eta: 4:41:08, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.8900, loss: 1.8900 2020-07-02 20:00:54,252 - mmaction - INFO - Epoch [217][220/940] lr: 2.362e-02, eta: 4:40:59, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9340, loss: 1.9340 2020-07-02 20:01:03,472 - mmaction - INFO - Epoch [217][240/940] lr: 2.362e-02, eta: 4:40:50, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7688, loss_cls: 1.9176, loss: 1.9176 2020-07-02 20:01:12,213 - mmaction - INFO - Epoch [217][260/940] lr: 2.362e-02, eta: 4:40:41, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7688, loss_cls: 2.0350, loss: 2.0350 2020-07-02 20:01:21,037 - mmaction - INFO - Epoch [217][280/940] lr: 2.362e-02, eta: 4:40:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0808, loss: 2.0808 2020-07-02 20:01:30,023 - mmaction - INFO - Epoch [217][300/940] lr: 2.362e-02, eta: 4:40:23, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7281, loss_cls: 2.2301, loss: 2.2301 2020-07-02 20:01:38,868 - mmaction - INFO - Epoch [217][320/940] lr: 2.362e-02, eta: 4:40:14, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9262, loss: 1.9262 2020-07-02 20:01:47,688 - mmaction - INFO - Epoch [217][340/940] lr: 2.362e-02, eta: 4:40:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7719, loss_cls: 1.8265, loss: 1.8265 2020-07-02 20:01:56,384 - mmaction - INFO - Epoch [217][360/940] lr: 2.362e-02, eta: 4:39:56, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7484, loss: 1.7484 2020-07-02 20:02:05,808 - mmaction - INFO - Epoch [217][380/940] lr: 2.362e-02, eta: 4:39:47, time: 0.471, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.7919, loss: 1.7919 2020-07-02 20:02:14,548 - mmaction - INFO - Epoch [217][400/940] lr: 2.362e-02, eta: 4:39:38, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9181, loss: 1.9181 2020-07-02 20:02:23,340 - mmaction - INFO - Epoch [217][420/940] lr: 2.362e-02, eta: 4:39:29, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 1.9780, loss: 1.9780 2020-07-02 20:02:32,523 - mmaction - INFO - Epoch [217][440/940] lr: 2.362e-02, eta: 4:39:20, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9295, loss: 1.9295 2020-07-02 20:02:41,209 - mmaction - INFO - Epoch [217][460/940] lr: 2.362e-02, eta: 4:39:11, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7156, loss_cls: 2.1309, loss: 2.1309 2020-07-02 20:02:50,056 - mmaction - INFO - Epoch [217][480/940] lr: 2.362e-02, eta: 4:39:02, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7531, loss_cls: 1.9361, loss: 1.9361 2020-07-02 20:02:58,842 - mmaction - INFO - Epoch [217][500/940] lr: 2.362e-02, eta: 4:38:53, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9910, loss: 1.9910 2020-07-02 20:03:07,528 - mmaction - INFO - Epoch [217][520/940] lr: 2.362e-02, eta: 4:38:44, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9017, loss: 1.9017 2020-07-02 20:03:16,789 - mmaction - INFO - Epoch [217][540/940] lr: 2.362e-02, eta: 4:38:35, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7186, loss: 1.7186 2020-07-02 20:03:25,488 - mmaction - INFO - Epoch [217][560/940] lr: 2.362e-02, eta: 4:38:25, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1115, loss: 2.1115 2020-07-02 20:03:34,283 - mmaction - INFO - Epoch [217][580/940] lr: 2.362e-02, eta: 4:38:16, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.9876, loss: 1.9876 2020-07-02 20:03:43,091 - mmaction - INFO - Epoch [217][600/940] lr: 2.362e-02, eta: 4:38:07, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1447, loss: 2.1447 2020-07-02 20:03:51,911 - mmaction - INFO - Epoch [217][620/940] lr: 2.362e-02, eta: 4:37:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8809, loss: 1.8809 2020-07-02 20:04:00,709 - mmaction - INFO - Epoch [217][640/940] lr: 2.362e-02, eta: 4:37:49, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 2.0644, loss: 2.0644 2020-07-02 20:04:09,449 - mmaction - INFO - Epoch [217][660/940] lr: 2.362e-02, eta: 4:37:40, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7814, loss: 1.7814 2020-07-02 20:04:18,585 - mmaction - INFO - Epoch [217][680/940] lr: 2.362e-02, eta: 4:37:31, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.8740, loss: 1.8740 2020-07-02 20:04:27,316 - mmaction - INFO - Epoch [217][700/940] lr: 2.362e-02, eta: 4:37:22, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7915, loss: 1.7915 2020-07-02 20:04:35,976 - mmaction - INFO - Epoch [217][720/940] lr: 2.362e-02, eta: 4:37:13, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.2417, loss: 2.2417 2020-07-02 20:04:44,859 - mmaction - INFO - Epoch [217][740/940] lr: 2.362e-02, eta: 4:37:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7281, loss_cls: 2.0792, loss: 2.0792 2020-07-02 20:04:53,766 - mmaction - INFO - Epoch [217][760/940] lr: 2.362e-02, eta: 4:36:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.0017, loss: 2.0017 2020-07-02 20:05:02,886 - mmaction - INFO - Epoch [217][780/940] lr: 2.362e-02, eta: 4:36:46, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7469, loss_cls: 2.0124, loss: 2.0124 2020-07-02 20:05:11,745 - mmaction - INFO - Epoch [217][800/940] lr: 2.362e-02, eta: 4:36:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0870, loss: 2.0870 2020-07-02 20:05:20,451 - mmaction - INFO - Epoch [217][820/940] lr: 2.362e-02, eta: 4:36:28, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 2.0155, loss: 2.0155 2020-07-02 20:05:29,131 - mmaction - INFO - Epoch [217][840/940] lr: 2.362e-02, eta: 4:36:19, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8942, loss: 1.8942 2020-07-02 20:05:38,331 - mmaction - INFO - Epoch [217][860/940] lr: 2.362e-02, eta: 4:36:10, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.8493, loss: 1.8493 2020-07-02 20:05:47,029 - mmaction - INFO - Epoch [217][880/940] lr: 2.362e-02, eta: 4:36:01, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7406, loss_cls: 2.0230, loss: 2.0230 2020-07-02 20:05:56,208 - mmaction - INFO - Epoch [217][900/940] lr: 2.362e-02, eta: 4:35:52, time: 0.458, data_time: 0.003, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9596, loss: 1.9596 2020-07-02 20:06:05,002 - mmaction - INFO - Epoch [217][920/940] lr: 2.362e-02, eta: 4:35:43, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8191, loss: 1.8191 2020-07-02 20:06:13,382 - mmaction - INFO - Epoch [217][940/940] lr: 2.362e-02, eta: 4:35:33, time: 0.419, data_time: 0.002, memory: 6328, top1_acc: 0.5487, top5_acc: 0.7597, loss_cls: 2.0125, loss: 2.0125 2020-07-02 20:06:34,705 - mmaction - INFO - Epoch [218][20/940] lr: 2.247e-02, eta: 4:35:27, time: 1.049, data_time: 0.574, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 1.9290, loss: 1.9290 2020-07-02 20:06:43,446 - mmaction - INFO - Epoch [218][40/940] lr: 2.247e-02, eta: 4:35:18, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 1.8932, loss: 1.8932 2020-07-02 20:06:52,775 - mmaction - INFO - Epoch [218][60/940] lr: 2.247e-02, eta: 4:35:09, time: 0.466, data_time: 0.000, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.9359, loss: 1.9359 2020-07-02 20:07:01,520 - mmaction - INFO - Epoch [218][80/940] lr: 2.247e-02, eta: 4:34:59, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7531, loss_cls: 2.0051, loss: 2.0051 2020-07-02 20:07:10,359 - mmaction - INFO - Epoch [218][100/940] lr: 2.247e-02, eta: 4:34:50, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0763, loss: 2.0763 2020-07-02 20:07:19,097 - mmaction - INFO - Epoch [218][120/940] lr: 2.247e-02, eta: 4:34:41, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.8408, loss: 1.8408 2020-07-02 20:07:27,957 - mmaction - INFO - Epoch [218][140/940] lr: 2.247e-02, eta: 4:34:32, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.8675, loss: 1.8675 2020-07-02 20:07:36,898 - mmaction - INFO - Epoch [218][160/940] lr: 2.247e-02, eta: 4:34:23, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7911, loss: 1.7911 2020-07-02 20:07:45,697 - mmaction - INFO - Epoch [218][180/940] lr: 2.247e-02, eta: 4:34:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8790, loss: 1.8790 2020-07-02 20:07:54,483 - mmaction - INFO - Epoch [218][200/940] lr: 2.247e-02, eta: 4:34:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8985, loss: 1.8985 2020-07-02 20:08:03,760 - mmaction - INFO - Epoch [218][220/940] lr: 2.247e-02, eta: 4:33:56, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.7247, loss: 1.7247 2020-07-02 20:08:12,513 - mmaction - INFO - Epoch [218][240/940] lr: 2.247e-02, eta: 4:33:47, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0125, loss: 2.0125 2020-07-02 20:08:21,291 - mmaction - INFO - Epoch [218][260/940] lr: 2.247e-02, eta: 4:33:38, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8460, loss: 1.8460 2020-07-02 20:08:30,242 - mmaction - INFO - Epoch [218][280/940] lr: 2.247e-02, eta: 4:33:29, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9013, loss: 1.9013 2020-07-02 20:08:39,023 - mmaction - INFO - Epoch [218][300/940] lr: 2.247e-02, eta: 4:33:20, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 2.0475, loss: 2.0475 2020-07-02 20:08:47,810 - mmaction - INFO - Epoch [218][320/940] lr: 2.247e-02, eta: 4:33:11, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 1.9915, loss: 1.9915 2020-07-02 20:08:56,695 - mmaction - INFO - Epoch [218][340/940] lr: 2.247e-02, eta: 4:33:02, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8771, loss: 1.8771 2020-07-02 20:09:05,507 - mmaction - INFO - Epoch [218][360/940] lr: 2.247e-02, eta: 4:32:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 1.9314, loss: 1.9314 2020-07-02 20:09:14,269 - mmaction - INFO - Epoch [218][380/940] lr: 2.247e-02, eta: 4:32:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0253, loss: 2.0253 2020-07-02 20:09:23,650 - mmaction - INFO - Epoch [218][400/940] lr: 2.247e-02, eta: 4:32:35, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7688, loss_cls: 1.8324, loss: 1.8324 2020-07-02 20:09:32,392 - mmaction - INFO - Epoch [218][420/940] lr: 2.247e-02, eta: 4:32:26, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7844, loss_cls: 1.8183, loss: 1.8183 2020-07-02 20:09:41,658 - mmaction - INFO - Epoch [218][440/940] lr: 2.247e-02, eta: 4:32:17, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9804, loss: 1.9804 2020-07-02 20:09:50,508 - mmaction - INFO - Epoch [218][460/940] lr: 2.247e-02, eta: 4:32:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9038, loss: 1.9038 2020-07-02 20:09:59,398 - mmaction - INFO - Epoch [218][480/940] lr: 2.247e-02, eta: 4:31:59, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.9301, loss: 1.9301 2020-07-02 20:10:08,276 - mmaction - INFO - Epoch [218][500/940] lr: 2.247e-02, eta: 4:31:50, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1872, loss: 2.1872 2020-07-02 20:10:17,315 - mmaction - INFO - Epoch [218][520/940] lr: 2.247e-02, eta: 4:31:41, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9822, loss: 1.9822 2020-07-02 20:10:25,973 - mmaction - INFO - Epoch [218][540/940] lr: 2.247e-02, eta: 4:31:31, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1738, loss: 2.1738 2020-07-02 20:10:34,709 - mmaction - INFO - Epoch [218][560/940] lr: 2.247e-02, eta: 4:31:22, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.8360, loss: 1.8360 2020-07-02 20:10:43,967 - mmaction - INFO - Epoch [218][580/940] lr: 2.247e-02, eta: 4:31:13, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9357, loss: 1.9357 2020-07-02 20:10:52,780 - mmaction - INFO - Epoch [218][600/940] lr: 2.247e-02, eta: 4:31:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 2.0784, loss: 2.0784 2020-07-02 20:11:01,954 - mmaction - INFO - Epoch [218][620/940] lr: 2.247e-02, eta: 4:30:55, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.2379, loss: 2.2379 2020-07-02 20:11:10,698 - mmaction - INFO - Epoch [218][640/940] lr: 2.247e-02, eta: 4:30:46, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7843, loss: 1.7843 2020-07-02 20:11:19,656 - mmaction - INFO - Epoch [218][660/940] lr: 2.247e-02, eta: 4:30:37, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8824, loss: 1.8824 2020-07-02 20:11:28,463 - mmaction - INFO - Epoch [218][680/940] lr: 2.247e-02, eta: 4:30:28, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7094, loss_cls: 2.1447, loss: 2.1447 2020-07-02 20:11:37,802 - mmaction - INFO - Epoch [218][700/940] lr: 2.247e-02, eta: 4:30:19, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9543, loss: 1.9543 2020-07-02 20:11:46,475 - mmaction - INFO - Epoch [218][720/940] lr: 2.247e-02, eta: 4:30:10, time: 0.435, data_time: 0.004, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8212, loss: 1.8212 2020-07-02 20:11:55,682 - mmaction - INFO - Epoch [218][740/940] lr: 2.247e-02, eta: 4:30:01, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0829, loss: 2.0829 2020-07-02 20:12:04,433 - mmaction - INFO - Epoch [218][760/940] lr: 2.247e-02, eta: 4:29:52, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.8125, loss_cls: 1.8822, loss: 1.8822 2020-07-02 20:12:13,207 - mmaction - INFO - Epoch [218][780/940] lr: 2.247e-02, eta: 4:29:43, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0315, loss: 2.0315 2020-07-02 20:12:22,372 - mmaction - INFO - Epoch [218][800/940] lr: 2.247e-02, eta: 4:29:34, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7625, loss_cls: 1.8667, loss: 1.8667 2020-07-02 20:12:31,646 - mmaction - INFO - Epoch [218][820/940] lr: 2.247e-02, eta: 4:29:25, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9976, loss: 1.9976 2020-07-02 20:12:40,376 - mmaction - INFO - Epoch [218][840/940] lr: 2.247e-02, eta: 4:29:16, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9975, loss: 1.9975 2020-07-02 20:12:49,692 - mmaction - INFO - Epoch [218][860/940] lr: 2.247e-02, eta: 4:29:07, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9055, loss: 1.9055 2020-07-02 20:12:58,487 - mmaction - INFO - Epoch [218][880/940] lr: 2.247e-02, eta: 4:28:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9119, loss: 1.9119 2020-07-02 20:13:07,212 - mmaction - INFO - Epoch [218][900/940] lr: 2.247e-02, eta: 4:28:49, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 2.0266, loss: 2.0266 2020-07-02 20:13:15,937 - mmaction - INFO - Epoch [218][920/940] lr: 2.247e-02, eta: 4:28:40, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0307, loss: 2.0307 2020-07-02 20:13:24,322 - mmaction - INFO - Epoch [218][940/940] lr: 2.247e-02, eta: 4:28:31, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.5909, top5_acc: 0.7987, loss_cls: 1.7588, loss: 1.7588 2020-07-02 20:13:39,025 - mmaction - INFO - Epoch [219][20/940] lr: 2.136e-02, eta: 4:28:23, time: 0.718, data_time: 0.282, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0178, loss: 2.0178 2020-07-02 20:13:47,792 - mmaction - INFO - Epoch [219][40/940] lr: 2.136e-02, eta: 4:28:14, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8831, loss: 1.8831 2020-07-02 20:13:57,167 - mmaction - INFO - Epoch [219][60/940] lr: 2.136e-02, eta: 4:28:05, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7250, loss_cls: 2.0787, loss: 2.0787 2020-07-02 20:14:06,331 - mmaction - INFO - Epoch [219][80/940] lr: 2.136e-02, eta: 4:27:56, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 1.9306, loss: 1.9306 2020-07-02 20:14:15,169 - mmaction - INFO - Epoch [219][100/940] lr: 2.136e-02, eta: 4:27:47, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1410, loss: 2.1410 2020-07-02 20:14:24,014 - mmaction - INFO - Epoch [219][120/940] lr: 2.136e-02, eta: 4:27:37, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1582, loss: 2.1582 2020-07-02 20:14:32,763 - mmaction - INFO - Epoch [219][140/940] lr: 2.136e-02, eta: 4:27:28, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8467, loss: 1.8467 2020-07-02 20:14:41,446 - mmaction - INFO - Epoch [219][160/940] lr: 2.136e-02, eta: 4:27:19, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7790, loss: 1.7790 2020-07-02 20:14:50,207 - mmaction - INFO - Epoch [219][180/940] lr: 2.136e-02, eta: 4:27:10, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.7477, loss: 1.7477 2020-07-02 20:14:58,839 - mmaction - INFO - Epoch [219][200/940] lr: 2.136e-02, eta: 4:27:01, time: 0.431, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0247, loss: 2.0247 2020-07-02 20:15:07,520 - mmaction - INFO - Epoch [219][220/940] lr: 2.136e-02, eta: 4:26:52, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 2.0138, loss: 2.0138 2020-07-02 20:15:16,358 - mmaction - INFO - Epoch [219][240/940] lr: 2.136e-02, eta: 4:26:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9368, loss: 1.9368 2020-07-02 20:15:25,240 - mmaction - INFO - Epoch [219][260/940] lr: 2.136e-02, eta: 4:26:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8340, loss: 1.8340 2020-07-02 20:15:34,456 - mmaction - INFO - Epoch [219][280/940] lr: 2.136e-02, eta: 4:26:25, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9271, loss: 1.9271 2020-07-02 20:15:43,449 - mmaction - INFO - Epoch [219][300/940] lr: 2.136e-02, eta: 4:26:16, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9431, loss: 1.9431 2020-07-02 20:15:52,194 - mmaction - INFO - Epoch [219][320/940] lr: 2.136e-02, eta: 4:26:07, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9618, loss: 1.9618 2020-07-02 20:16:01,036 - mmaction - INFO - Epoch [219][340/940] lr: 2.136e-02, eta: 4:25:58, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.8877, loss: 1.8877 2020-07-02 20:16:09,728 - mmaction - INFO - Epoch [219][360/940] lr: 2.136e-02, eta: 4:25:49, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0559, loss: 2.0559 2020-07-02 20:16:18,492 - mmaction - INFO - Epoch [219][380/940] lr: 2.136e-02, eta: 4:25:40, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7171, loss: 1.7171 2020-07-02 20:16:27,664 - mmaction - INFO - Epoch [219][400/940] lr: 2.136e-02, eta: 4:25:31, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8175, loss: 1.8175 2020-07-02 20:16:36,959 - mmaction - INFO - Epoch [219][420/940] lr: 2.136e-02, eta: 4:25:22, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7587, loss: 1.7587 2020-07-02 20:16:46,309 - mmaction - INFO - Epoch [219][440/940] lr: 2.136e-02, eta: 4:25:13, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9002, loss: 1.9002 2020-07-02 20:16:56,111 - mmaction - INFO - Epoch [219][460/940] lr: 2.136e-02, eta: 4:25:04, time: 0.489, data_time: 0.048, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1413, loss: 2.1413 2020-07-02 20:17:04,801 - mmaction - INFO - Epoch [219][480/940] lr: 2.136e-02, eta: 4:24:55, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8125, loss_cls: 1.7834, loss: 1.7834 2020-07-02 20:17:13,653 - mmaction - INFO - Epoch [219][500/940] lr: 2.136e-02, eta: 4:24:46, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 2.0423, loss: 2.0423 2020-07-02 20:17:22,416 - mmaction - INFO - Epoch [219][520/940] lr: 2.136e-02, eta: 4:24:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0558, loss: 2.0558 2020-07-02 20:17:31,112 - mmaction - INFO - Epoch [219][540/940] lr: 2.136e-02, eta: 4:24:28, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8610, loss: 1.8610 2020-07-02 20:17:39,854 - mmaction - INFO - Epoch [219][560/940] lr: 2.136e-02, eta: 4:24:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1438, loss: 2.1438 2020-07-02 20:17:48,699 - mmaction - INFO - Epoch [219][580/940] lr: 2.136e-02, eta: 4:24:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.8389, loss: 1.8389 2020-07-02 20:17:57,519 - mmaction - INFO - Epoch [219][600/940] lr: 2.136e-02, eta: 4:24:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8855, loss: 1.8855 2020-07-02 20:18:06,318 - mmaction - INFO - Epoch [219][620/940] lr: 2.136e-02, eta: 4:23:51, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7656, loss_cls: 1.9743, loss: 1.9743 2020-07-02 20:18:15,496 - mmaction - INFO - Epoch [219][640/940] lr: 2.136e-02, eta: 4:23:42, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1190, loss: 2.1190 2020-07-02 20:18:24,213 - mmaction - INFO - Epoch [219][660/940] lr: 2.136e-02, eta: 4:23:33, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7816, loss: 1.7816 2020-07-02 20:18:33,449 - mmaction - INFO - Epoch [219][680/940] lr: 2.136e-02, eta: 4:23:24, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9270, loss: 1.9270 2020-07-02 20:18:42,145 - mmaction - INFO - Epoch [219][700/940] lr: 2.136e-02, eta: 4:23:15, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5936, loss: 1.5936 2020-07-02 20:18:50,846 - mmaction - INFO - Epoch [219][720/940] lr: 2.136e-02, eta: 4:23:06, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.8031, loss_cls: 1.8606, loss: 1.8606 2020-07-02 20:18:59,591 - mmaction - INFO - Epoch [219][740/940] lr: 2.136e-02, eta: 4:22:57, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0540, loss: 2.0540 2020-07-02 20:19:08,863 - mmaction - INFO - Epoch [219][760/940] lr: 2.136e-02, eta: 4:22:48, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8459, loss: 1.8459 2020-07-02 20:19:17,747 - mmaction - INFO - Epoch [219][780/940] lr: 2.136e-02, eta: 4:22:39, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7719, loss_cls: 1.8866, loss: 1.8866 2020-07-02 20:19:26,559 - mmaction - INFO - Epoch [219][800/940] lr: 2.136e-02, eta: 4:22:30, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2769, loss: 2.2769 2020-07-02 20:19:35,823 - mmaction - INFO - Epoch [219][820/940] lr: 2.136e-02, eta: 4:22:21, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9764, loss: 1.9764 2020-07-02 20:19:44,964 - mmaction - INFO - Epoch [219][840/940] lr: 2.136e-02, eta: 4:22:12, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 2.0020, loss: 2.0020 2020-07-02 20:19:53,631 - mmaction - INFO - Epoch [219][860/940] lr: 2.136e-02, eta: 4:22:03, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.6233, loss: 1.6233 2020-07-02 20:20:03,406 - mmaction - INFO - Epoch [219][880/940] lr: 2.136e-02, eta: 4:21:54, time: 0.490, data_time: 0.002, memory: 6328, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.2200, loss: 2.2200 2020-07-02 20:20:12,166 - mmaction - INFO - Epoch [219][900/940] lr: 2.136e-02, eta: 4:21:45, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.8979, loss: 1.8979 2020-07-02 20:20:20,855 - mmaction - INFO - Epoch [219][920/940] lr: 2.136e-02, eta: 4:21:36, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.0601, loss: 2.0601 2020-07-02 20:20:29,832 - mmaction - INFO - Epoch [219][940/940] lr: 2.136e-02, eta: 4:21:27, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5162, top5_acc: 0.7662, loss_cls: 2.0518, loss: 2.0518 2020-07-02 20:20:45,022 - mmaction - INFO - Epoch [220][20/940] lr: 2.027e-02, eta: 4:21:19, time: 0.742, data_time: 0.300, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8314, loss: 1.8314 2020-07-02 20:20:53,730 - mmaction - INFO - Epoch [220][40/940] lr: 2.027e-02, eta: 4:21:10, time: 0.435, data_time: 0.003, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 1.9758, loss: 1.9758 2020-07-02 20:21:02,433 - mmaction - INFO - Epoch [220][60/940] lr: 2.027e-02, eta: 4:21:01, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0886, loss: 2.0886 2020-07-02 20:21:11,133 - mmaction - INFO - Epoch [220][80/940] lr: 2.027e-02, eta: 4:20:52, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 1.9943, loss: 1.9943 2020-07-02 20:21:20,344 - mmaction - INFO - Epoch [220][100/940] lr: 2.027e-02, eta: 4:20:43, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7594, loss_cls: 1.9231, loss: 1.9231 2020-07-02 20:21:29,067 - mmaction - INFO - Epoch [220][120/940] lr: 2.027e-02, eta: 4:20:34, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9968, loss: 1.9968 2020-07-02 20:21:37,949 - mmaction - INFO - Epoch [220][140/940] lr: 2.027e-02, eta: 4:20:25, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.9274, loss: 1.9274 2020-07-02 20:21:47,176 - mmaction - INFO - Epoch [220][160/940] lr: 2.027e-02, eta: 4:20:16, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8109, loss: 1.8109 2020-07-02 20:21:55,902 - mmaction - INFO - Epoch [220][180/940] lr: 2.027e-02, eta: 4:20:06, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 1.9900, loss: 1.9900 2020-07-02 20:22:04,557 - mmaction - INFO - Epoch [220][200/940] lr: 2.027e-02, eta: 4:19:57, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.7832, loss: 1.7832 2020-07-02 20:22:13,348 - mmaction - INFO - Epoch [220][220/940] lr: 2.027e-02, eta: 4:19:48, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.0877, loss: 2.0877 2020-07-02 20:22:22,148 - mmaction - INFO - Epoch [220][240/940] lr: 2.027e-02, eta: 4:19:39, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8889, loss: 1.8889 2020-07-02 20:22:30,887 - mmaction - INFO - Epoch [220][260/940] lr: 2.027e-02, eta: 4:19:30, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 1.9750, loss: 1.9750 2020-07-02 20:22:39,719 - mmaction - INFO - Epoch [220][280/940] lr: 2.027e-02, eta: 4:19:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7781, loss_cls: 1.7916, loss: 1.7916 2020-07-02 20:22:48,423 - mmaction - INFO - Epoch [220][300/940] lr: 2.027e-02, eta: 4:19:12, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 2.0512, loss: 2.0512 2020-07-02 20:22:57,629 - mmaction - INFO - Epoch [220][320/940] lr: 2.027e-02, eta: 4:19:03, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9231, loss: 1.9231 2020-07-02 20:23:06,289 - mmaction - INFO - Epoch [220][340/940] lr: 2.027e-02, eta: 4:18:54, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0053, loss: 2.0053 2020-07-02 20:23:15,040 - mmaction - INFO - Epoch [220][360/940] lr: 2.027e-02, eta: 4:18:45, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.9736, loss: 1.9736 2020-07-02 20:23:23,802 - mmaction - INFO - Epoch [220][380/940] lr: 2.027e-02, eta: 4:18:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8556, loss: 1.8556 2020-07-02 20:23:32,489 - mmaction - INFO - Epoch [220][400/940] lr: 2.027e-02, eta: 4:18:27, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.1384, loss: 2.1384 2020-07-02 20:23:41,315 - mmaction - INFO - Epoch [220][420/940] lr: 2.027e-02, eta: 4:18:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8079, loss: 1.8079 2020-07-02 20:23:50,040 - mmaction - INFO - Epoch [220][440/940] lr: 2.027e-02, eta: 4:18:09, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7594, loss_cls: 1.9907, loss: 1.9907 2020-07-02 20:23:58,844 - mmaction - INFO - Epoch [220][460/940] lr: 2.027e-02, eta: 4:18:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9153, loss: 1.9153 2020-07-02 20:24:07,940 - mmaction - INFO - Epoch [220][480/940] lr: 2.027e-02, eta: 4:17:51, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8839, loss: 1.8839 2020-07-02 20:24:16,674 - mmaction - INFO - Epoch [220][500/940] lr: 2.027e-02, eta: 4:17:42, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 1.9627, loss: 1.9627 2020-07-02 20:24:25,368 - mmaction - INFO - Epoch [220][520/940] lr: 2.027e-02, eta: 4:17:32, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.8914, loss: 1.8914 2020-07-02 20:24:34,136 - mmaction - INFO - Epoch [220][540/940] lr: 2.027e-02, eta: 4:17:23, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 1.9559, loss: 1.9559 2020-07-02 20:24:42,849 - mmaction - INFO - Epoch [220][560/940] lr: 2.027e-02, eta: 4:17:14, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 1.9997, loss: 1.9997 2020-07-02 20:24:51,529 - mmaction - INFO - Epoch [220][580/940] lr: 2.027e-02, eta: 4:17:05, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7844, loss_cls: 1.8011, loss: 1.8011 2020-07-02 20:25:00,813 - mmaction - INFO - Epoch [220][600/940] lr: 2.027e-02, eta: 4:16:56, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9791, loss: 1.9791 2020-07-02 20:25:09,591 - mmaction - INFO - Epoch [220][620/940] lr: 2.027e-02, eta: 4:16:47, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0427, loss: 2.0427 2020-07-02 20:25:18,611 - mmaction - INFO - Epoch [220][640/940] lr: 2.027e-02, eta: 4:16:38, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8327, loss: 1.8327 2020-07-02 20:25:27,388 - mmaction - INFO - Epoch [220][660/940] lr: 2.027e-02, eta: 4:16:29, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7688, loss_cls: 1.8094, loss: 1.8094 2020-07-02 20:25:36,691 - mmaction - INFO - Epoch [220][680/940] lr: 2.027e-02, eta: 4:16:20, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0439, loss: 2.0439 2020-07-02 20:25:45,400 - mmaction - INFO - Epoch [220][700/940] lr: 2.027e-02, eta: 4:16:11, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7781, loss_cls: 1.7834, loss: 1.7834 2020-07-02 20:25:54,169 - mmaction - INFO - Epoch [220][720/940] lr: 2.027e-02, eta: 4:16:02, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7438, loss_cls: 2.1539, loss: 2.1539 2020-07-02 20:26:02,867 - mmaction - INFO - Epoch [220][740/940] lr: 2.027e-02, eta: 4:15:53, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7137, loss: 1.7137 2020-07-02 20:26:11,609 - mmaction - INFO - Epoch [220][760/940] lr: 2.027e-02, eta: 4:15:44, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.0259, loss: 2.0259 2020-07-02 20:26:20,318 - mmaction - INFO - Epoch [220][780/940] lr: 2.027e-02, eta: 4:15:35, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7406, loss_cls: 1.9900, loss: 1.9900 2020-07-02 20:26:29,099 - mmaction - INFO - Epoch [220][800/940] lr: 2.027e-02, eta: 4:15:26, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7719, loss_cls: 1.8225, loss: 1.8225 2020-07-02 20:26:37,792 - mmaction - INFO - Epoch [220][820/940] lr: 2.027e-02, eta: 4:15:17, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7625, loss_cls: 1.8104, loss: 1.8104 2020-07-02 20:26:47,273 - mmaction - INFO - Epoch [220][840/940] lr: 2.027e-02, eta: 4:15:08, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7324, loss: 1.7324 2020-07-02 20:26:55,969 - mmaction - INFO - Epoch [220][860/940] lr: 2.027e-02, eta: 4:14:59, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9922, loss: 1.9922 2020-07-02 20:27:04,851 - mmaction - INFO - Epoch [220][880/940] lr: 2.027e-02, eta: 4:14:50, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8716, loss: 1.8716 2020-07-02 20:27:13,679 - mmaction - INFO - Epoch [220][900/940] lr: 2.027e-02, eta: 4:14:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0352, loss: 2.0352 2020-07-02 20:27:22,420 - mmaction - INFO - Epoch [220][920/940] lr: 2.027e-02, eta: 4:14:31, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1166, loss: 2.1166 2020-07-02 20:27:31,258 - mmaction - INFO - Epoch [220][940/940] lr: 2.027e-02, eta: 4:14:22, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.4773, top5_acc: 0.7468, loss_cls: 2.1864, loss: 2.1864 2020-07-02 20:27:31,583 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-07-02 20:27:50,061 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 20:27:50,939 - mmaction - INFO - top1_acc 0.5998 top5_acc 0.8231 2020-07-02 20:27:50,940 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 20:27:51,016 - mmaction - INFO - mean_acc 0.5997 2020-07-02 20:27:51,025 - mmaction - INFO - Epoch [220][940/940] lr: 2.027e-02, top1_acc: 0.5998, top5_acc: 0.8231, mean_class_accuracy: 0.5997 2020-07-02 20:28:03,834 - mmaction - INFO - Epoch [221][20/940] lr: 1.920e-02, eta: 4:14:14, time: 0.640, data_time: 0.185, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.8890, loss: 1.8890 2020-07-02 20:28:13,027 - mmaction - INFO - Epoch [221][40/940] lr: 1.920e-02, eta: 4:14:05, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7668, loss: 1.7668 2020-07-02 20:28:21,721 - mmaction - INFO - Epoch [221][60/940] lr: 1.920e-02, eta: 4:13:56, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9559, loss: 1.9559 2020-07-02 20:28:31,032 - mmaction - INFO - Epoch [221][80/940] lr: 1.920e-02, eta: 4:13:47, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9866, loss: 1.9866 2020-07-02 20:28:40,287 - mmaction - INFO - Epoch [221][100/940] lr: 1.920e-02, eta: 4:13:38, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 1.9699, loss: 1.9699 2020-07-02 20:28:49,270 - mmaction - INFO - Epoch [221][120/940] lr: 1.920e-02, eta: 4:13:29, time: 0.450, data_time: 0.006, memory: 6328, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.1973, loss: 2.1973 2020-07-02 20:28:58,020 - mmaction - INFO - Epoch [221][140/940] lr: 1.920e-02, eta: 4:13:20, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7469, loss_cls: 1.9791, loss: 1.9791 2020-07-02 20:29:06,743 - mmaction - INFO - Epoch [221][160/940] lr: 1.920e-02, eta: 4:13:11, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7880, loss: 1.7880 2020-07-02 20:29:15,542 - mmaction - INFO - Epoch [221][180/940] lr: 1.920e-02, eta: 4:13:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7656, loss_cls: 1.8725, loss: 1.8725 2020-07-02 20:29:24,365 - mmaction - INFO - Epoch [221][200/940] lr: 1.920e-02, eta: 4:12:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 1.9360, loss: 1.9360 2020-07-02 20:29:33,165 - mmaction - INFO - Epoch [221][220/940] lr: 1.920e-02, eta: 4:12:44, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8095, loss: 1.8095 2020-07-02 20:29:41,850 - mmaction - INFO - Epoch [221][240/940] lr: 1.920e-02, eta: 4:12:35, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7250, loss_cls: 1.9880, loss: 1.9880 2020-07-02 20:29:50,628 - mmaction - INFO - Epoch [221][260/940] lr: 1.920e-02, eta: 4:12:26, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9276, loss: 1.9276 2020-07-02 20:29:59,396 - mmaction - INFO - Epoch [221][280/940] lr: 1.920e-02, eta: 4:12:16, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.8848, loss: 1.8848 2020-07-02 20:30:08,076 - mmaction - INFO - Epoch [221][300/940] lr: 1.920e-02, eta: 4:12:07, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9399, loss: 1.9399 2020-07-02 20:30:16,847 - mmaction - INFO - Epoch [221][320/940] lr: 1.920e-02, eta: 4:11:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7531, loss_cls: 1.9560, loss: 1.9560 2020-07-02 20:30:25,914 - mmaction - INFO - Epoch [221][340/940] lr: 1.920e-02, eta: 4:11:49, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7562, loss_cls: 1.9691, loss: 1.9691 2020-07-02 20:30:34,680 - mmaction - INFO - Epoch [221][360/940] lr: 1.920e-02, eta: 4:11:40, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 1.9997, loss: 1.9997 2020-07-02 20:30:43,929 - mmaction - INFO - Epoch [221][380/940] lr: 1.920e-02, eta: 4:11:31, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9486, loss: 1.9486 2020-07-02 20:30:53,136 - mmaction - INFO - Epoch [221][400/940] lr: 1.920e-02, eta: 4:11:22, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0418, loss: 2.0418 2020-07-02 20:31:02,367 - mmaction - INFO - Epoch [221][420/940] lr: 1.920e-02, eta: 4:11:13, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8377, loss: 1.8377 2020-07-02 20:31:11,789 - mmaction - INFO - Epoch [221][440/940] lr: 1.920e-02, eta: 4:11:04, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8764, loss: 1.8764 2020-07-02 20:31:20,688 - mmaction - INFO - Epoch [221][460/940] lr: 1.920e-02, eta: 4:10:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8279, loss: 1.8279 2020-07-02 20:31:29,363 - mmaction - INFO - Epoch [221][480/940] lr: 1.920e-02, eta: 4:10:46, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8274, loss: 1.8274 2020-07-02 20:31:38,329 - mmaction - INFO - Epoch [221][500/940] lr: 1.920e-02, eta: 4:10:37, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1396, loss: 2.1396 2020-07-02 20:31:47,026 - mmaction - INFO - Epoch [221][520/940] lr: 1.920e-02, eta: 4:10:28, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1189, loss: 2.1189 2020-07-02 20:31:55,883 - mmaction - INFO - Epoch [221][540/940] lr: 1.920e-02, eta: 4:10:19, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8213, loss: 1.8213 2020-07-02 20:32:04,696 - mmaction - INFO - Epoch [221][560/940] lr: 1.920e-02, eta: 4:10:10, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8620, loss: 1.8620 2020-07-02 20:32:13,408 - mmaction - INFO - Epoch [221][580/940] lr: 1.920e-02, eta: 4:10:01, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.8291, loss: 1.8291 2020-07-02 20:32:22,159 - mmaction - INFO - Epoch [221][600/940] lr: 1.920e-02, eta: 4:09:52, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8854, loss: 1.8854 2020-07-02 20:32:30,946 - mmaction - INFO - Epoch [221][620/940] lr: 1.920e-02, eta: 4:09:43, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.7881, loss: 1.7881 2020-07-02 20:32:39,698 - mmaction - INFO - Epoch [221][640/940] lr: 1.920e-02, eta: 4:09:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7156, loss_cls: 2.0211, loss: 2.0211 2020-07-02 20:32:48,584 - mmaction - INFO - Epoch [221][660/940] lr: 1.920e-02, eta: 4:09:25, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 1.9563, loss: 1.9563 2020-07-02 20:32:57,318 - mmaction - INFO - Epoch [221][680/940] lr: 1.920e-02, eta: 4:09:16, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7831, loss: 1.7831 2020-07-02 20:33:06,627 - mmaction - INFO - Epoch [221][700/940] lr: 1.920e-02, eta: 4:09:07, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.8195, loss: 1.8195 2020-07-02 20:33:15,415 - mmaction - INFO - Epoch [221][720/940] lr: 1.920e-02, eta: 4:08:58, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9070, loss: 1.9070 2020-07-02 20:33:24,167 - mmaction - INFO - Epoch [221][740/940] lr: 1.920e-02, eta: 4:08:49, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7469, loss_cls: 1.9024, loss: 1.9024 2020-07-02 20:33:33,348 - mmaction - INFO - Epoch [221][760/940] lr: 1.920e-02, eta: 4:08:40, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9433, loss: 1.9433 2020-07-02 20:33:42,157 - mmaction - INFO - Epoch [221][780/940] lr: 1.920e-02, eta: 4:08:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8936, loss: 1.8936 2020-07-02 20:33:50,807 - mmaction - INFO - Epoch [221][800/940] lr: 1.920e-02, eta: 4:08:21, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0168, loss: 2.0168 2020-07-02 20:33:59,478 - mmaction - INFO - Epoch [221][820/940] lr: 1.920e-02, eta: 4:08:12, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.7169, loss: 1.7169 2020-07-02 20:34:08,272 - mmaction - INFO - Epoch [221][840/940] lr: 1.920e-02, eta: 4:08:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.9202, loss: 1.9202 2020-07-02 20:34:16,998 - mmaction - INFO - Epoch [221][860/940] lr: 1.920e-02, eta: 4:07:54, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.9011, loss: 1.9011 2020-07-02 20:34:26,419 - mmaction - INFO - Epoch [221][880/940] lr: 1.920e-02, eta: 4:07:45, time: 0.472, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.8971, loss: 1.8971 2020-07-02 20:34:35,203 - mmaction - INFO - Epoch [221][900/940] lr: 1.920e-02, eta: 4:07:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7719, loss_cls: 1.7899, loss: 1.7899 2020-07-02 20:34:43,905 - mmaction - INFO - Epoch [221][920/940] lr: 1.920e-02, eta: 4:07:27, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7312, loss_cls: 2.0634, loss: 2.0634 2020-07-02 20:34:52,338 - mmaction - INFO - Epoch [221][940/940] lr: 1.920e-02, eta: 4:07:18, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.5325, top5_acc: 0.7597, loss_cls: 1.9978, loss: 1.9978 2020-07-02 20:35:08,761 - mmaction - INFO - Epoch [222][20/940] lr: 1.817e-02, eta: 4:07:10, time: 0.804, data_time: 0.287, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9975, loss: 1.9975 2020-07-02 20:35:17,475 - mmaction - INFO - Epoch [222][40/940] lr: 1.817e-02, eta: 4:07:01, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8063, loss_cls: 1.6742, loss: 1.6742 2020-07-02 20:35:26,278 - mmaction - INFO - Epoch [222][60/940] lr: 1.817e-02, eta: 4:06:52, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.6719, loss: 1.6719 2020-07-02 20:35:35,037 - mmaction - INFO - Epoch [222][80/940] lr: 1.817e-02, eta: 4:06:43, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.6546, loss: 1.6546 2020-07-02 20:35:44,029 - mmaction - INFO - Epoch [222][100/940] lr: 1.817e-02, eta: 4:06:34, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9300, loss: 1.9300 2020-07-02 20:35:52,801 - mmaction - INFO - Epoch [222][120/940] lr: 1.817e-02, eta: 4:06:25, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7327, loss: 1.7327 2020-07-02 20:36:01,648 - mmaction - INFO - Epoch [222][140/940] lr: 1.817e-02, eta: 4:06:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8212, loss: 1.8212 2020-07-02 20:36:10,563 - mmaction - INFO - Epoch [222][160/940] lr: 1.817e-02, eta: 4:06:07, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7562, loss_cls: 1.8748, loss: 1.8748 2020-07-02 20:36:19,286 - mmaction - INFO - Epoch [222][180/940] lr: 1.817e-02, eta: 4:05:58, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0105, loss: 2.0105 2020-07-02 20:36:28,719 - mmaction - INFO - Epoch [222][200/940] lr: 1.817e-02, eta: 4:05:49, time: 0.473, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8975, loss: 1.8975 2020-07-02 20:36:37,451 - mmaction - INFO - Epoch [222][220/940] lr: 1.817e-02, eta: 4:05:40, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 1.9314, loss: 1.9314 2020-07-02 20:36:46,175 - mmaction - INFO - Epoch [222][240/940] lr: 1.817e-02, eta: 4:05:31, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9482, loss: 1.9482 2020-07-02 20:36:54,947 - mmaction - INFO - Epoch [222][260/940] lr: 1.817e-02, eta: 4:05:22, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8396, loss: 1.8396 2020-07-02 20:37:04,133 - mmaction - INFO - Epoch [222][280/940] lr: 1.817e-02, eta: 4:05:13, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8283, loss: 1.8283 2020-07-02 20:37:13,027 - mmaction - INFO - Epoch [222][300/940] lr: 1.817e-02, eta: 4:05:04, time: 0.446, data_time: 0.010, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7765, loss: 1.7765 2020-07-02 20:37:22,750 - mmaction - INFO - Epoch [222][320/940] lr: 1.817e-02, eta: 4:04:55, time: 0.486, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7847, loss: 1.7847 2020-07-02 20:37:31,464 - mmaction - INFO - Epoch [222][340/940] lr: 1.817e-02, eta: 4:04:46, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.8319, loss: 1.8319 2020-07-02 20:37:40,646 - mmaction - INFO - Epoch [222][360/940] lr: 1.817e-02, eta: 4:04:37, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9586, loss: 1.9586 2020-07-02 20:37:49,373 - mmaction - INFO - Epoch [222][380/940] lr: 1.817e-02, eta: 4:04:27, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0191, loss: 2.0191 2020-07-02 20:37:58,239 - mmaction - INFO - Epoch [222][400/940] lr: 1.817e-02, eta: 4:04:18, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7719, loss_cls: 1.8496, loss: 1.8496 2020-07-02 20:38:06,963 - mmaction - INFO - Epoch [222][420/940] lr: 1.817e-02, eta: 4:04:09, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.7476, loss: 1.7476 2020-07-02 20:38:15,750 - mmaction - INFO - Epoch [222][440/940] lr: 1.817e-02, eta: 4:04:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7933, loss: 1.7933 2020-07-02 20:38:25,048 - mmaction - INFO - Epoch [222][460/940] lr: 1.817e-02, eta: 4:03:51, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.9562, loss: 1.9562 2020-07-02 20:38:34,050 - mmaction - INFO - Epoch [222][480/940] lr: 1.817e-02, eta: 4:03:42, time: 0.449, data_time: 0.002, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0484, loss: 2.0484 2020-07-02 20:38:42,916 - mmaction - INFO - Epoch [222][500/940] lr: 1.817e-02, eta: 4:03:33, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6644, loss: 1.6644 2020-07-02 20:38:51,662 - mmaction - INFO - Epoch [222][520/940] lr: 1.817e-02, eta: 4:03:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7406, loss_cls: 1.9389, loss: 1.9389 2020-07-02 20:39:00,335 - mmaction - INFO - Epoch [222][540/940] lr: 1.817e-02, eta: 4:03:15, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7562, loss_cls: 1.9729, loss: 1.9729 2020-07-02 20:39:09,244 - mmaction - INFO - Epoch [222][560/940] lr: 1.817e-02, eta: 4:03:06, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.8486, loss: 1.8486 2020-07-02 20:39:17,969 - mmaction - INFO - Epoch [222][580/940] lr: 1.817e-02, eta: 4:02:57, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8826, loss: 1.8826 2020-07-02 20:39:26,724 - mmaction - INFO - Epoch [222][600/940] lr: 1.817e-02, eta: 4:02:48, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 2.0190, loss: 2.0190 2020-07-02 20:39:35,524 - mmaction - INFO - Epoch [222][620/940] lr: 1.817e-02, eta: 4:02:39, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.8195, loss: 1.8195 2020-07-02 20:39:44,241 - mmaction - INFO - Epoch [222][640/940] lr: 1.817e-02, eta: 4:02:30, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7406, loss_cls: 2.0252, loss: 2.0252 2020-07-02 20:39:52,914 - mmaction - INFO - Epoch [222][660/940] lr: 1.817e-02, eta: 4:02:21, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7594, loss_cls: 1.9074, loss: 1.9074 2020-07-02 20:40:02,163 - mmaction - INFO - Epoch [222][680/940] lr: 1.817e-02, eta: 4:02:12, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7469, loss_cls: 1.9455, loss: 1.9455 2020-07-02 20:40:10,881 - mmaction - INFO - Epoch [222][700/940] lr: 1.817e-02, eta: 4:02:03, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9556, loss: 1.9556 2020-07-02 20:40:20,256 - mmaction - INFO - Epoch [222][720/940] lr: 1.817e-02, eta: 4:01:54, time: 0.469, data_time: 0.003, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8506, loss: 1.8506 2020-07-02 20:40:29,301 - mmaction - INFO - Epoch [222][740/940] lr: 1.817e-02, eta: 4:01:45, time: 0.453, data_time: 0.005, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8399, loss: 1.8399 2020-07-02 20:40:38,588 - mmaction - INFO - Epoch [222][760/940] lr: 1.817e-02, eta: 4:01:36, time: 0.465, data_time: 0.010, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 1.9320, loss: 1.9320 2020-07-02 20:40:47,725 - mmaction - INFO - Epoch [222][780/940] lr: 1.817e-02, eta: 4:01:27, time: 0.456, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.7712, loss: 1.7712 2020-07-02 20:40:56,762 - mmaction - INFO - Epoch [222][800/940] lr: 1.817e-02, eta: 4:01:18, time: 0.451, data_time: 0.007, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8805, loss: 1.8805 2020-07-02 20:41:05,555 - mmaction - INFO - Epoch [222][820/940] lr: 1.817e-02, eta: 4:01:09, time: 0.440, data_time: 0.004, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9273, loss: 1.9273 2020-07-02 20:41:14,318 - mmaction - INFO - Epoch [222][840/940] lr: 1.817e-02, eta: 4:01:00, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8923, loss: 1.8923 2020-07-02 20:41:23,498 - mmaction - INFO - Epoch [222][860/940] lr: 1.817e-02, eta: 4:00:51, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8336, loss: 1.8336 2020-07-02 20:41:32,350 - mmaction - INFO - Epoch [222][880/940] lr: 1.817e-02, eta: 4:00:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8510, loss: 1.8510 2020-07-02 20:41:41,314 - mmaction - INFO - Epoch [222][900/940] lr: 1.817e-02, eta: 4:00:33, time: 0.448, data_time: 0.006, memory: 6328, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1498, loss: 2.1498 2020-07-02 20:41:50,104 - mmaction - INFO - Epoch [222][920/940] lr: 1.817e-02, eta: 4:00:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9762, loss: 1.9762 2020-07-02 20:41:58,609 - mmaction - INFO - Epoch [222][940/940] lr: 1.817e-02, eta: 4:00:14, time: 0.425, data_time: 0.003, memory: 6328, top1_acc: 0.5130, top5_acc: 0.7630, loss_cls: 2.0647, loss: 2.0647 2020-07-02 20:42:13,182 - mmaction - INFO - Epoch [223][20/940] lr: 1.716e-02, eta: 4:00:06, time: 0.710, data_time: 0.272, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7555, loss: 1.7555 2020-07-02 20:42:21,998 - mmaction - INFO - Epoch [223][40/940] lr: 1.716e-02, eta: 3:59:57, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9600, loss: 1.9600 2020-07-02 20:42:30,930 - mmaction - INFO - Epoch [223][60/940] lr: 1.716e-02, eta: 3:59:48, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8269, loss: 1.8269 2020-07-02 20:42:39,702 - mmaction - INFO - Epoch [223][80/940] lr: 1.716e-02, eta: 3:59:39, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8762, loss: 1.8762 2020-07-02 20:42:48,458 - mmaction - INFO - Epoch [223][100/940] lr: 1.716e-02, eta: 3:59:30, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8007, loss: 1.8007 2020-07-02 20:42:57,292 - mmaction - INFO - Epoch [223][120/940] lr: 1.716e-02, eta: 3:59:21, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.7903, loss: 1.7903 2020-07-02 20:43:06,010 - mmaction - INFO - Epoch [223][140/940] lr: 1.716e-02, eta: 3:59:12, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7481, loss: 1.7481 2020-07-02 20:43:15,321 - mmaction - INFO - Epoch [223][160/940] lr: 1.716e-02, eta: 3:59:03, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7594, loss_cls: 1.9441, loss: 1.9441 2020-07-02 20:43:24,173 - mmaction - INFO - Epoch [223][180/940] lr: 1.716e-02, eta: 3:58:54, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.7906, loss_cls: 1.7631, loss: 1.7631 2020-07-02 20:43:33,348 - mmaction - INFO - Epoch [223][200/940] lr: 1.716e-02, eta: 3:58:45, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.6071, loss: 1.6071 2020-07-02 20:43:42,143 - mmaction - INFO - Epoch [223][220/940] lr: 1.716e-02, eta: 3:58:36, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8960, loss: 1.8960 2020-07-02 20:43:50,904 - mmaction - INFO - Epoch [223][240/940] lr: 1.716e-02, eta: 3:58:27, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9732, loss: 1.9732 2020-07-02 20:43:59,581 - mmaction - INFO - Epoch [223][260/940] lr: 1.716e-02, eta: 3:58:18, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8888, loss: 1.8888 2020-07-02 20:44:08,436 - mmaction - INFO - Epoch [223][280/940] lr: 1.716e-02, eta: 3:58:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9859, loss: 1.9859 2020-07-02 20:44:17,613 - mmaction - INFO - Epoch [223][300/940] lr: 1.716e-02, eta: 3:58:00, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7375, loss_cls: 1.9982, loss: 1.9982 2020-07-02 20:44:26,923 - mmaction - INFO - Epoch [223][320/940] lr: 1.716e-02, eta: 3:57:51, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 1.9857, loss: 1.9857 2020-07-02 20:44:35,638 - mmaction - INFO - Epoch [223][340/940] lr: 1.716e-02, eta: 3:57:42, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7594, loss_cls: 1.9840, loss: 1.9840 2020-07-02 20:44:45,355 - mmaction - INFO - Epoch [223][360/940] lr: 1.716e-02, eta: 3:57:33, time: 0.485, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.7644, loss: 1.7644 2020-07-02 20:44:54,076 - mmaction - INFO - Epoch [223][380/940] lr: 1.716e-02, eta: 3:57:24, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8902, loss: 1.8902 2020-07-02 20:45:02,832 - mmaction - INFO - Epoch [223][400/940] lr: 1.716e-02, eta: 3:57:14, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7202, loss: 1.7202 2020-07-02 20:45:11,983 - mmaction - INFO - Epoch [223][420/940] lr: 1.716e-02, eta: 3:57:05, time: 0.458, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5707, loss: 1.5707 2020-07-02 20:45:21,002 - mmaction - INFO - Epoch [223][440/940] lr: 1.716e-02, eta: 3:56:56, time: 0.451, data_time: 0.008, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.9324, loss: 1.9324 2020-07-02 20:45:30,090 - mmaction - INFO - Epoch [223][460/940] lr: 1.716e-02, eta: 3:56:47, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.8828, loss: 1.8828 2020-07-02 20:45:39,488 - mmaction - INFO - Epoch [223][480/940] lr: 1.716e-02, eta: 3:56:39, time: 0.470, data_time: 0.013, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8063, loss_cls: 1.6808, loss: 1.6808 2020-07-02 20:45:48,460 - mmaction - INFO - Epoch [223][500/940] lr: 1.716e-02, eta: 3:56:29, time: 0.448, data_time: 0.003, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.9584, loss: 1.9584 2020-07-02 20:45:57,403 - mmaction - INFO - Epoch [223][520/940] lr: 1.716e-02, eta: 3:56:20, time: 0.448, data_time: 0.007, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8639, loss: 1.8639 2020-07-02 20:46:06,619 - mmaction - INFO - Epoch [223][540/940] lr: 1.716e-02, eta: 3:56:11, time: 0.461, data_time: 0.012, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7868, loss: 1.7868 2020-07-02 20:46:15,812 - mmaction - INFO - Epoch [223][560/940] lr: 1.716e-02, eta: 3:56:02, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.8269, loss: 1.8269 2020-07-02 20:46:24,535 - mmaction - INFO - Epoch [223][580/940] lr: 1.716e-02, eta: 3:55:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8361, loss: 1.8361 2020-07-02 20:46:33,322 - mmaction - INFO - Epoch [223][600/940] lr: 1.716e-02, eta: 3:55:44, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.8833, loss: 1.8833 2020-07-02 20:46:42,161 - mmaction - INFO - Epoch [223][620/940] lr: 1.716e-02, eta: 3:55:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8633, loss: 1.8633 2020-07-02 20:46:50,831 - mmaction - INFO - Epoch [223][640/940] lr: 1.716e-02, eta: 3:55:26, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.8432, loss: 1.8432 2020-07-02 20:46:59,499 - mmaction - INFO - Epoch [223][660/940] lr: 1.716e-02, eta: 3:55:17, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6502, loss: 1.6502 2020-07-02 20:47:08,337 - mmaction - INFO - Epoch [223][680/940] lr: 1.716e-02, eta: 3:55:08, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9062, loss: 1.9062 2020-07-02 20:47:17,526 - mmaction - INFO - Epoch [223][700/940] lr: 1.716e-02, eta: 3:54:59, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7781, loss_cls: 1.8051, loss: 1.8051 2020-07-02 20:47:26,344 - mmaction - INFO - Epoch [223][720/940] lr: 1.716e-02, eta: 3:54:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0716, loss: 2.0716 2020-07-02 20:47:35,541 - mmaction - INFO - Epoch [223][740/940] lr: 1.716e-02, eta: 3:54:41, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.1319, loss: 2.1319 2020-07-02 20:47:44,413 - mmaction - INFO - Epoch [223][760/940] lr: 1.716e-02, eta: 3:54:32, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.8451, loss: 1.8451 2020-07-02 20:47:53,182 - mmaction - INFO - Epoch [223][780/940] lr: 1.716e-02, eta: 3:54:23, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9719, loss: 1.9719 2020-07-02 20:48:01,928 - mmaction - INFO - Epoch [223][800/940] lr: 1.716e-02, eta: 3:54:14, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 1.9633, loss: 1.9633 2020-07-02 20:48:10,591 - mmaction - INFO - Epoch [223][820/940] lr: 1.716e-02, eta: 3:54:05, time: 0.433, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7719, loss_cls: 1.7814, loss: 1.7814 2020-07-02 20:48:19,918 - mmaction - INFO - Epoch [223][840/940] lr: 1.716e-02, eta: 3:53:56, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 1.9373, loss: 1.9373 2020-07-02 20:48:28,651 - mmaction - INFO - Epoch [223][860/940] lr: 1.716e-02, eta: 3:53:47, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8803, loss: 1.8803 2020-07-02 20:48:37,496 - mmaction - INFO - Epoch [223][880/940] lr: 1.716e-02, eta: 3:53:38, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0378, loss: 2.0378 2020-07-02 20:48:46,746 - mmaction - INFO - Epoch [223][900/940] lr: 1.716e-02, eta: 3:53:29, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7781, loss_cls: 1.8059, loss: 1.8059 2020-07-02 20:48:55,566 - mmaction - INFO - Epoch [223][920/940] lr: 1.716e-02, eta: 3:53:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9302, loss: 1.9302 2020-07-02 20:49:03,970 - mmaction - INFO - Epoch [223][940/940] lr: 1.716e-02, eta: 3:53:11, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.5584, top5_acc: 0.7597, loss_cls: 1.9504, loss: 1.9504 2020-07-02 20:49:19,315 - mmaction - INFO - Epoch [224][20/940] lr: 1.618e-02, eta: 3:53:02, time: 0.751, data_time: 0.293, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.8794, loss: 1.8794 2020-07-02 20:49:28,014 - mmaction - INFO - Epoch [224][40/940] lr: 1.618e-02, eta: 3:52:53, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1364, loss: 2.1364 2020-07-02 20:49:36,940 - mmaction - INFO - Epoch [224][60/940] lr: 1.618e-02, eta: 3:52:44, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7688, loss_cls: 1.7415, loss: 1.7415 2020-07-02 20:49:45,704 - mmaction - INFO - Epoch [224][80/940] lr: 1.618e-02, eta: 3:52:35, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.6791, loss: 1.6791 2020-07-02 20:49:54,497 - mmaction - INFO - Epoch [224][100/940] lr: 1.618e-02, eta: 3:52:26, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8406, loss: 1.8406 2020-07-02 20:50:03,681 - mmaction - INFO - Epoch [224][120/940] lr: 1.618e-02, eta: 3:52:17, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8625, loss: 1.8625 2020-07-02 20:50:12,960 - mmaction - INFO - Epoch [224][140/940] lr: 1.618e-02, eta: 3:52:08, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.7221, loss: 1.7221 2020-07-02 20:50:21,831 - mmaction - INFO - Epoch [224][160/940] lr: 1.618e-02, eta: 3:51:59, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.7895, loss: 1.7895 2020-07-02 20:50:30,960 - mmaction - INFO - Epoch [224][180/940] lr: 1.618e-02, eta: 3:51:50, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8132, loss: 1.8132 2020-07-02 20:50:39,647 - mmaction - INFO - Epoch [224][200/940] lr: 1.618e-02, eta: 3:51:41, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6858, loss: 1.6858 2020-07-02 20:50:48,814 - mmaction - INFO - Epoch [224][220/940] lr: 1.618e-02, eta: 3:51:32, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.9084, loss: 1.9084 2020-07-02 20:50:58,038 - mmaction - INFO - Epoch [224][240/940] lr: 1.618e-02, eta: 3:51:23, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8314, loss: 1.8314 2020-07-02 20:51:06,812 - mmaction - INFO - Epoch [224][260/940] lr: 1.618e-02, eta: 3:51:14, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8043, loss: 1.8043 2020-07-02 20:51:15,678 - mmaction - INFO - Epoch [224][280/940] lr: 1.618e-02, eta: 3:51:05, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7906, loss_cls: 1.8880, loss: 1.8880 2020-07-02 20:51:24,979 - mmaction - INFO - Epoch [224][300/940] lr: 1.618e-02, eta: 3:50:56, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0229, loss: 2.0229 2020-07-02 20:51:33,741 - mmaction - INFO - Epoch [224][320/940] lr: 1.618e-02, eta: 3:50:47, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8569, loss: 1.8569 2020-07-02 20:51:42,677 - mmaction - INFO - Epoch [224][340/940] lr: 1.618e-02, eta: 3:50:38, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.0087, loss: 2.0087 2020-07-02 20:51:51,370 - mmaction - INFO - Epoch [224][360/940] lr: 1.618e-02, eta: 3:50:29, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.8783, loss: 1.8783 2020-07-02 20:52:00,119 - mmaction - INFO - Epoch [224][380/940] lr: 1.618e-02, eta: 3:50:20, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7906, loss_cls: 1.8065, loss: 1.8065 2020-07-02 20:52:08,932 - mmaction - INFO - Epoch [224][400/940] lr: 1.618e-02, eta: 3:50:11, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6361, loss: 1.6361 2020-07-02 20:52:17,652 - mmaction - INFO - Epoch [224][420/940] lr: 1.618e-02, eta: 3:50:02, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8112, loss: 1.8112 2020-07-02 20:52:26,393 - mmaction - INFO - Epoch [224][440/940] lr: 1.618e-02, eta: 3:49:53, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.1096, loss: 2.1096 2020-07-02 20:52:35,117 - mmaction - INFO - Epoch [224][460/940] lr: 1.618e-02, eta: 3:49:44, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.7516, loss: 1.7516 2020-07-02 20:52:43,855 - mmaction - INFO - Epoch [224][480/940] lr: 1.618e-02, eta: 3:49:35, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8665, loss: 1.8665 2020-07-02 20:52:52,621 - mmaction - INFO - Epoch [224][500/940] lr: 1.618e-02, eta: 3:49:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8968, loss: 1.8968 2020-07-02 20:53:01,343 - mmaction - INFO - Epoch [224][520/940] lr: 1.618e-02, eta: 3:49:16, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8078, loss: 1.8078 2020-07-02 20:53:10,241 - mmaction - INFO - Epoch [224][540/940] lr: 1.618e-02, eta: 3:49:07, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8308, loss: 1.8308 2020-07-02 20:53:19,017 - mmaction - INFO - Epoch [224][560/940] lr: 1.618e-02, eta: 3:48:58, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7531, loss_cls: 2.0725, loss: 2.0725 2020-07-02 20:53:28,212 - mmaction - INFO - Epoch [224][580/940] lr: 1.618e-02, eta: 3:48:49, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8071, loss: 1.8071 2020-07-02 20:53:37,040 - mmaction - INFO - Epoch [224][600/940] lr: 1.618e-02, eta: 3:48:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.8407, loss: 1.8407 2020-07-02 20:53:45,713 - mmaction - INFO - Epoch [224][620/940] lr: 1.618e-02, eta: 3:48:31, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8402, loss: 1.8402 2020-07-02 20:53:54,568 - mmaction - INFO - Epoch [224][640/940] lr: 1.618e-02, eta: 3:48:22, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8344, loss_cls: 1.7235, loss: 1.7235 2020-07-02 20:54:03,288 - mmaction - INFO - Epoch [224][660/940] lr: 1.618e-02, eta: 3:48:13, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.9784, loss: 1.9784 2020-07-02 20:54:12,507 - mmaction - INFO - Epoch [224][680/940] lr: 1.618e-02, eta: 3:48:04, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9197, loss: 1.9197 2020-07-02 20:54:21,237 - mmaction - INFO - Epoch [224][700/940] lr: 1.618e-02, eta: 3:47:55, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7812, loss_cls: 1.7084, loss: 1.7084 2020-07-02 20:54:29,953 - mmaction - INFO - Epoch [224][720/940] lr: 1.618e-02, eta: 3:47:46, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.7502, loss: 1.7502 2020-07-02 20:54:38,740 - mmaction - INFO - Epoch [224][740/940] lr: 1.618e-02, eta: 3:47:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9176, loss: 1.9176 2020-07-02 20:54:47,448 - mmaction - INFO - Epoch [224][760/940] lr: 1.618e-02, eta: 3:47:28, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8174, loss: 1.8174 2020-07-02 20:54:56,278 - mmaction - INFO - Epoch [224][780/940] lr: 1.618e-02, eta: 3:47:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9548, loss: 1.9548 2020-07-02 20:55:05,112 - mmaction - INFO - Epoch [224][800/940] lr: 1.618e-02, eta: 3:47:10, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 2.0688, loss: 2.0688 2020-07-02 20:55:13,789 - mmaction - INFO - Epoch [224][820/940] lr: 1.618e-02, eta: 3:47:01, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7500, loss_cls: 2.0342, loss: 2.0342 2020-07-02 20:55:23,042 - mmaction - INFO - Epoch [224][840/940] lr: 1.618e-02, eta: 3:46:52, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.8714, loss: 1.8714 2020-07-02 20:55:31,818 - mmaction - INFO - Epoch [224][860/940] lr: 1.618e-02, eta: 3:46:43, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7594, loss_cls: 1.7994, loss: 1.7994 2020-07-02 20:55:41,167 - mmaction - INFO - Epoch [224][880/940] lr: 1.618e-02, eta: 3:46:34, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7500, loss_cls: 1.8803, loss: 1.8803 2020-07-02 20:55:49,987 - mmaction - INFO - Epoch [224][900/940] lr: 1.618e-02, eta: 3:46:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7570, loss: 1.7570 2020-07-02 20:55:59,110 - mmaction - INFO - Epoch [224][920/940] lr: 1.618e-02, eta: 3:46:16, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 1.9200, loss: 1.9200 2020-07-02 20:56:07,572 - mmaction - INFO - Epoch [224][940/940] lr: 1.618e-02, eta: 3:46:07, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.5812, top5_acc: 0.7825, loss_cls: 1.8114, loss: 1.8114 2020-07-02 20:56:07,914 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-07-02 20:56:22,819 - mmaction - INFO - Epoch [225][20/940] lr: 1.522e-02, eta: 3:45:58, time: 0.666, data_time: 0.224, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8344, loss: 1.8344 2020-07-02 20:56:31,543 - mmaction - INFO - Epoch [225][40/940] lr: 1.522e-02, eta: 3:45:49, time: 0.436, data_time: 0.004, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7520, loss: 1.7520 2020-07-02 20:56:40,435 - mmaction - INFO - Epoch [225][60/940] lr: 1.522e-02, eta: 3:45:40, time: 0.445, data_time: 0.006, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9885, loss: 1.9885 2020-07-02 20:56:49,252 - mmaction - INFO - Epoch [225][80/940] lr: 1.522e-02, eta: 3:45:31, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5432, loss: 1.5432 2020-07-02 20:56:58,058 - mmaction - INFO - Epoch [225][100/940] lr: 1.522e-02, eta: 3:45:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7203, loss: 1.7203 2020-07-02 20:57:06,791 - mmaction - INFO - Epoch [225][120/940] lr: 1.522e-02, eta: 3:45:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0963, loss: 2.0963 2020-07-02 20:57:15,571 - mmaction - INFO - Epoch [225][140/940] lr: 1.522e-02, eta: 3:45:04, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.6806, loss: 1.6806 2020-07-02 20:57:24,265 - mmaction - INFO - Epoch [225][160/940] lr: 1.522e-02, eta: 3:44:55, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9416, loss: 1.9416 2020-07-02 20:57:33,100 - mmaction - INFO - Epoch [225][180/940] lr: 1.522e-02, eta: 3:44:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.7239, loss: 1.7239 2020-07-02 20:57:42,001 - mmaction - INFO - Epoch [225][200/940] lr: 1.522e-02, eta: 3:44:37, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7750, loss_cls: 1.7278, loss: 1.7278 2020-07-02 20:57:50,719 - mmaction - INFO - Epoch [225][220/940] lr: 1.522e-02, eta: 3:44:28, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.8504, loss: 1.8504 2020-07-02 20:57:59,596 - mmaction - INFO - Epoch [225][240/940] lr: 1.522e-02, eta: 3:44:19, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8104, loss: 1.8104 2020-07-02 20:58:08,443 - mmaction - INFO - Epoch [225][260/940] lr: 1.522e-02, eta: 3:44:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7438, loss_cls: 1.9419, loss: 1.9419 2020-07-02 20:58:17,214 - mmaction - INFO - Epoch [225][280/940] lr: 1.522e-02, eta: 3:44:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8296, loss: 1.8296 2020-07-02 20:58:26,000 - mmaction - INFO - Epoch [225][300/940] lr: 1.522e-02, eta: 3:43:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7781, loss_cls: 1.7328, loss: 1.7328 2020-07-02 20:58:34,678 - mmaction - INFO - Epoch [225][320/940] lr: 1.522e-02, eta: 3:43:42, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6077, loss: 1.6077 2020-07-02 20:58:44,041 - mmaction - INFO - Epoch [225][340/940] lr: 1.522e-02, eta: 3:43:33, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8687, loss: 1.8687 2020-07-02 20:58:52,817 - mmaction - INFO - Epoch [225][360/940] lr: 1.522e-02, eta: 3:43:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7253, loss: 1.7253 2020-07-02 20:59:01,692 - mmaction - INFO - Epoch [225][380/940] lr: 1.522e-02, eta: 3:43:15, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7656, loss_cls: 1.7970, loss: 1.7970 2020-07-02 20:59:10,458 - mmaction - INFO - Epoch [225][400/940] lr: 1.522e-02, eta: 3:43:06, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7750, loss_cls: 1.8001, loss: 1.8001 2020-07-02 20:59:19,169 - mmaction - INFO - Epoch [225][420/940] lr: 1.522e-02, eta: 3:42:57, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.6718, loss: 1.6718 2020-07-02 20:59:27,904 - mmaction - INFO - Epoch [225][440/940] lr: 1.522e-02, eta: 3:42:48, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8574, loss: 1.8574 2020-07-02 20:59:36,684 - mmaction - INFO - Epoch [225][460/940] lr: 1.522e-02, eta: 3:42:39, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9842, loss: 1.9842 2020-07-02 20:59:45,435 - mmaction - INFO - Epoch [225][480/940] lr: 1.522e-02, eta: 3:42:30, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.6825, loss: 1.6825 2020-07-02 20:59:54,132 - mmaction - INFO - Epoch [225][500/940] lr: 1.522e-02, eta: 3:42:21, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.9085, loss: 1.9085 2020-07-02 21:00:10,399 - mmaction - INFO - Epoch [225][520/940] lr: 1.522e-02, eta: 3:42:13, time: 0.771, data_time: 0.002, memory: 6328, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.8429, loss: 1.8429 2020-07-02 21:00:22,480 - mmaction - INFO - Epoch [225][540/940] lr: 1.522e-02, eta: 3:42:04, time: 0.646, data_time: 0.066, memory: 6328, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0127, loss: 2.0127 2020-07-02 21:00:31,249 - mmaction - INFO - Epoch [225][560/940] lr: 1.522e-02, eta: 3:41:55, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7630, loss: 1.7630 2020-07-02 21:00:39,953 - mmaction - INFO - Epoch [225][580/940] lr: 1.522e-02, eta: 3:41:46, time: 0.435, data_time: 0.000, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.7396, loss: 1.7396 2020-07-02 21:00:49,175 - mmaction - INFO - Epoch [225][600/940] lr: 1.522e-02, eta: 3:41:37, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.8182, loss: 1.8182 2020-07-02 21:00:57,873 - mmaction - INFO - Epoch [225][620/940] lr: 1.522e-02, eta: 3:41:28, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7625, loss_cls: 1.9145, loss: 1.9145 2020-07-02 21:01:06,699 - mmaction - INFO - Epoch [225][640/940] lr: 1.522e-02, eta: 3:41:19, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9138, loss: 1.9138 2020-07-02 21:01:15,838 - mmaction - INFO - Epoch [225][660/940] lr: 1.522e-02, eta: 3:41:10, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8794, loss: 1.8794 2020-07-02 21:01:24,578 - mmaction - INFO - Epoch [225][680/940] lr: 1.522e-02, eta: 3:41:01, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.8888, loss: 1.8888 2020-07-02 21:01:33,843 - mmaction - INFO - Epoch [225][700/940] lr: 1.522e-02, eta: 3:40:52, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7396, loss: 1.7396 2020-07-02 21:01:42,557 - mmaction - INFO - Epoch [225][720/940] lr: 1.522e-02, eta: 3:40:43, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.8894, loss: 1.8894 2020-07-02 21:01:51,695 - mmaction - INFO - Epoch [225][740/940] lr: 1.522e-02, eta: 3:40:34, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7875, loss_cls: 1.7498, loss: 1.7498 2020-07-02 21:02:00,936 - mmaction - INFO - Epoch [225][760/940] lr: 1.522e-02, eta: 3:40:25, time: 0.465, data_time: 0.004, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8781, loss: 1.8781 2020-07-02 21:02:09,655 - mmaction - INFO - Epoch [225][780/940] lr: 1.522e-02, eta: 3:40:16, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8094, loss_cls: 1.6790, loss: 1.6790 2020-07-02 21:02:18,977 - mmaction - INFO - Epoch [225][800/940] lr: 1.522e-02, eta: 3:40:07, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7875, loss_cls: 1.7863, loss: 1.7863 2020-07-02 21:02:27,690 - mmaction - INFO - Epoch [225][820/940] lr: 1.522e-02, eta: 3:39:58, time: 0.434, data_time: 0.000, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.7906, loss: 1.7906 2020-07-02 21:02:36,427 - mmaction - INFO - Epoch [225][840/940] lr: 1.522e-02, eta: 3:39:49, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9302, loss: 1.9302 2020-07-02 21:02:45,170 - mmaction - INFO - Epoch [225][860/940] lr: 1.522e-02, eta: 3:39:40, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7442, loss: 1.7442 2020-07-02 21:02:53,802 - mmaction - INFO - Epoch [225][880/940] lr: 1.522e-02, eta: 3:39:31, time: 0.432, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7849, loss: 1.7849 2020-07-02 21:03:03,066 - mmaction - INFO - Epoch [225][900/940] lr: 1.522e-02, eta: 3:39:22, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7312, loss_cls: 2.0666, loss: 2.0666 2020-07-02 21:03:11,796 - mmaction - INFO - Epoch [225][920/940] lr: 1.522e-02, eta: 3:39:13, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7987, loss: 1.7987 2020-07-02 21:03:20,198 - mmaction - INFO - Epoch [225][940/940] lr: 1.522e-02, eta: 3:39:03, time: 0.420, data_time: 0.000, memory: 6328, top1_acc: 0.5812, top5_acc: 0.8214, loss_cls: 1.6986, loss: 1.6986 2020-07-02 21:03:40,640 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 21:03:41,513 - mmaction - INFO - top1_acc 0.6171 top5_acc 0.8322 2020-07-02 21:03:41,513 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 21:03:41,581 - mmaction - INFO - mean_acc 0.6169 2020-07-02 21:03:41,590 - mmaction - INFO - Epoch [225][940/940] lr: 1.522e-02, top1_acc: 0.6171, top5_acc: 0.8322, mean_class_accuracy: 0.6169 2020-07-02 21:03:54,228 - mmaction - INFO - Epoch [226][20/940] lr: 1.430e-02, eta: 3:38:55, time: 0.631, data_time: 0.188, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8700, loss: 1.8700 2020-07-02 21:04:03,622 - mmaction - INFO - Epoch [226][40/940] lr: 1.430e-02, eta: 3:38:46, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.7894, loss: 1.7894 2020-07-02 21:04:12,394 - mmaction - INFO - Epoch [226][60/940] lr: 1.430e-02, eta: 3:38:37, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.8138, loss: 1.8138 2020-07-02 21:04:21,225 - mmaction - INFO - Epoch [226][80/940] lr: 1.430e-02, eta: 3:38:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8843, loss: 1.8843 2020-07-02 21:04:29,985 - mmaction - INFO - Epoch [226][100/940] lr: 1.430e-02, eta: 3:38:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7906, loss_cls: 1.8098, loss: 1.8098 2020-07-02 21:04:39,207 - mmaction - INFO - Epoch [226][120/940] lr: 1.430e-02, eta: 3:38:10, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7138, loss: 1.7138 2020-07-02 21:04:48,038 - mmaction - INFO - Epoch [226][140/940] lr: 1.430e-02, eta: 3:38:01, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.8075, loss: 1.8075 2020-07-02 21:04:57,471 - mmaction - INFO - Epoch [226][160/940] lr: 1.430e-02, eta: 3:37:52, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9026, loss: 1.9026 2020-07-02 21:05:06,242 - mmaction - INFO - Epoch [226][180/940] lr: 1.430e-02, eta: 3:37:43, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8336, loss: 1.8336 2020-07-02 21:05:14,993 - mmaction - INFO - Epoch [226][200/940] lr: 1.430e-02, eta: 3:37:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7688, loss_cls: 1.8329, loss: 1.8329 2020-07-02 21:05:23,751 - mmaction - INFO - Epoch [226][220/940] lr: 1.430e-02, eta: 3:37:25, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7531, loss_cls: 1.9729, loss: 1.9729 2020-07-02 21:05:32,571 - mmaction - INFO - Epoch [226][240/940] lr: 1.430e-02, eta: 3:37:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9418, loss: 1.9418 2020-07-02 21:05:41,772 - mmaction - INFO - Epoch [226][260/940] lr: 1.430e-02, eta: 3:37:07, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.6259, loss: 1.6259 2020-07-02 21:05:51,039 - mmaction - INFO - Epoch [226][280/940] lr: 1.430e-02, eta: 3:36:58, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.8752, loss: 1.8752 2020-07-02 21:06:00,331 - mmaction - INFO - Epoch [226][300/940] lr: 1.430e-02, eta: 3:36:49, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8000, loss_cls: 1.6860, loss: 1.6860 2020-07-02 21:06:09,626 - mmaction - INFO - Epoch [226][320/940] lr: 1.430e-02, eta: 3:36:40, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8332, loss: 1.8332 2020-07-02 21:06:18,389 - mmaction - INFO - Epoch [226][340/940] lr: 1.430e-02, eta: 3:36:31, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0329, loss: 2.0329 2020-07-02 21:06:27,080 - mmaction - INFO - Epoch [226][360/940] lr: 1.430e-02, eta: 3:36:21, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.8938, loss: 1.8938 2020-07-02 21:06:36,361 - mmaction - INFO - Epoch [226][380/940] lr: 1.430e-02, eta: 3:36:13, time: 0.464, data_time: 0.004, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7719, loss_cls: 1.9386, loss: 1.9386 2020-07-02 21:06:45,199 - mmaction - INFO - Epoch [226][400/940] lr: 1.430e-02, eta: 3:36:03, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7656, loss_cls: 1.8251, loss: 1.8251 2020-07-02 21:06:54,051 - mmaction - INFO - Epoch [226][420/940] lr: 1.430e-02, eta: 3:35:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.5306, loss: 1.5306 2020-07-02 21:07:02,851 - mmaction - INFO - Epoch [226][440/940] lr: 1.430e-02, eta: 3:35:45, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8094, loss_cls: 1.6507, loss: 1.6507 2020-07-02 21:07:11,634 - mmaction - INFO - Epoch [226][460/940] lr: 1.430e-02, eta: 3:35:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7719, loss_cls: 1.8868, loss: 1.8868 2020-07-02 21:07:20,398 - mmaction - INFO - Epoch [226][480/940] lr: 1.430e-02, eta: 3:35:27, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5344, top5_acc: 0.7156, loss_cls: 2.0662, loss: 2.0662 2020-07-02 21:07:29,109 - mmaction - INFO - Epoch [226][500/940] lr: 1.430e-02, eta: 3:35:18, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7937, loss_cls: 1.6992, loss: 1.6992 2020-07-02 21:07:38,391 - mmaction - INFO - Epoch [226][520/940] lr: 1.430e-02, eta: 3:35:09, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6957, loss: 1.6957 2020-07-02 21:07:47,153 - mmaction - INFO - Epoch [226][540/940] lr: 1.430e-02, eta: 3:35:00, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8030, loss: 1.8030 2020-07-02 21:07:55,932 - mmaction - INFO - Epoch [226][560/940] lr: 1.430e-02, eta: 3:34:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8128, loss: 1.8128 2020-07-02 21:08:05,131 - mmaction - INFO - Epoch [226][580/940] lr: 1.430e-02, eta: 3:34:42, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8281, loss_cls: 1.7265, loss: 1.7265 2020-07-02 21:08:13,919 - mmaction - INFO - Epoch [226][600/940] lr: 1.430e-02, eta: 3:34:33, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8199, loss: 1.8199 2020-07-02 21:08:23,079 - mmaction - INFO - Epoch [226][620/940] lr: 1.430e-02, eta: 3:34:24, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.9054, loss: 1.9054 2020-07-02 21:08:31,830 - mmaction - INFO - Epoch [226][640/940] lr: 1.430e-02, eta: 3:34:15, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.9985, loss: 1.9985 2020-07-02 21:08:41,106 - mmaction - INFO - Epoch [226][660/940] lr: 1.430e-02, eta: 3:34:06, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.7681, loss: 1.7681 2020-07-02 21:08:49,855 - mmaction - INFO - Epoch [226][680/940] lr: 1.430e-02, eta: 3:33:57, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.7953, loss: 1.7953 2020-07-02 21:08:58,622 - mmaction - INFO - Epoch [226][700/940] lr: 1.430e-02, eta: 3:33:48, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.7237, loss: 1.7237 2020-07-02 21:09:07,382 - mmaction - INFO - Epoch [226][720/940] lr: 1.430e-02, eta: 3:33:39, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7625, loss_cls: 1.9119, loss: 1.9119 2020-07-02 21:09:16,242 - mmaction - INFO - Epoch [226][740/940] lr: 1.430e-02, eta: 3:33:30, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7569, loss: 1.7569 2020-07-02 21:09:24,962 - mmaction - INFO - Epoch [226][760/940] lr: 1.430e-02, eta: 3:33:21, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8281, loss_cls: 1.8060, loss: 1.8060 2020-07-02 21:09:33,690 - mmaction - INFO - Epoch [226][780/940] lr: 1.430e-02, eta: 3:33:12, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7159, loss: 1.7159 2020-07-02 21:09:42,393 - mmaction - INFO - Epoch [226][800/940] lr: 1.430e-02, eta: 3:33:03, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8707, loss: 1.8707 2020-07-02 21:09:51,164 - mmaction - INFO - Epoch [226][820/940] lr: 1.430e-02, eta: 3:32:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.7548, loss: 1.7548 2020-07-02 21:09:59,935 - mmaction - INFO - Epoch [226][840/940] lr: 1.430e-02, eta: 3:32:44, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.8024, loss: 1.8024 2020-07-02 21:10:08,643 - mmaction - INFO - Epoch [226][860/940] lr: 1.430e-02, eta: 3:32:35, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7500, loss_cls: 1.9911, loss: 1.9911 2020-07-02 21:10:18,029 - mmaction - INFO - Epoch [226][880/940] lr: 1.430e-02, eta: 3:32:26, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.6569, loss: 1.6569 2020-07-02 21:10:26,752 - mmaction - INFO - Epoch [226][900/940] lr: 1.430e-02, eta: 3:32:17, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7542, loss: 1.7542 2020-07-02 21:10:35,435 - mmaction - INFO - Epoch [226][920/940] lr: 1.430e-02, eta: 3:32:08, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8652, loss: 1.8652 2020-07-02 21:10:43,800 - mmaction - INFO - Epoch [226][940/940] lr: 1.430e-02, eta: 3:31:59, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.5617, top5_acc: 0.7500, loss_cls: 1.9611, loss: 1.9611 2020-07-02 21:11:00,244 - mmaction - INFO - Epoch [227][20/940] lr: 1.340e-02, eta: 3:31:51, time: 0.804, data_time: 0.311, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8822, loss: 1.8822 2020-07-02 21:11:08,918 - mmaction - INFO - Epoch [227][40/940] lr: 1.340e-02, eta: 3:31:42, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7656, loss_cls: 1.7581, loss: 1.7581 2020-07-02 21:11:17,701 - mmaction - INFO - Epoch [227][60/940] lr: 1.340e-02, eta: 3:31:33, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.7584, loss: 1.7584 2020-07-02 21:11:26,519 - mmaction - INFO - Epoch [227][80/940] lr: 1.340e-02, eta: 3:31:24, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7719, loss_cls: 1.8334, loss: 1.8334 2020-07-02 21:11:35,334 - mmaction - INFO - Epoch [227][100/940] lr: 1.340e-02, eta: 3:31:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9080, loss: 1.9080 2020-07-02 21:11:44,129 - mmaction - INFO - Epoch [227][120/940] lr: 1.340e-02, eta: 3:31:06, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9116, loss: 1.9116 2020-07-02 21:11:52,887 - mmaction - INFO - Epoch [227][140/940] lr: 1.340e-02, eta: 3:30:57, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7515, loss: 1.7515 2020-07-02 21:12:01,647 - mmaction - INFO - Epoch [227][160/940] lr: 1.340e-02, eta: 3:30:48, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.7400, loss: 1.7400 2020-07-02 21:12:10,343 - mmaction - INFO - Epoch [227][180/940] lr: 1.340e-02, eta: 3:30:39, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.7690, loss: 1.7690 2020-07-02 21:12:19,063 - mmaction - INFO - Epoch [227][200/940] lr: 1.340e-02, eta: 3:30:30, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7828, loss: 1.7828 2020-07-02 21:12:27,876 - mmaction - INFO - Epoch [227][220/940] lr: 1.340e-02, eta: 3:30:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6717, loss: 1.6717 2020-07-02 21:12:36,678 - mmaction - INFO - Epoch [227][240/940] lr: 1.340e-02, eta: 3:30:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8375, loss_cls: 1.5925, loss: 1.5925 2020-07-02 21:12:45,472 - mmaction - INFO - Epoch [227][260/940] lr: 1.340e-02, eta: 3:30:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7625, loss_cls: 1.8159, loss: 1.8159 2020-07-02 21:12:54,291 - mmaction - INFO - Epoch [227][280/940] lr: 1.340e-02, eta: 3:29:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8598, loss: 1.8598 2020-07-02 21:13:03,018 - mmaction - INFO - Epoch [227][300/940] lr: 1.340e-02, eta: 3:29:44, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7719, loss_cls: 1.8021, loss: 1.8021 2020-07-02 21:13:11,649 - mmaction - INFO - Epoch [227][320/940] lr: 1.340e-02, eta: 3:29:35, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7737, loss: 1.7737 2020-07-02 21:13:20,411 - mmaction - INFO - Epoch [227][340/940] lr: 1.340e-02, eta: 3:29:26, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7894, loss: 1.7894 2020-07-02 21:13:29,672 - mmaction - INFO - Epoch [227][360/940] lr: 1.340e-02, eta: 3:29:17, time: 0.465, data_time: 0.003, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5919, loss: 1.5919 2020-07-02 21:13:38,421 - mmaction - INFO - Epoch [227][380/940] lr: 1.340e-02, eta: 3:29:08, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7625, loss_cls: 1.8464, loss: 1.8464 2020-07-02 21:13:47,346 - mmaction - INFO - Epoch [227][400/940] lr: 1.340e-02, eta: 3:28:59, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8321, loss: 1.8321 2020-07-02 21:13:56,102 - mmaction - INFO - Epoch [227][420/940] lr: 1.340e-02, eta: 3:28:50, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9526, loss: 1.9526 2020-07-02 21:14:04,763 - mmaction - INFO - Epoch [227][440/940] lr: 1.340e-02, eta: 3:28:41, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6092, loss: 1.6092 2020-07-02 21:14:13,569 - mmaction - INFO - Epoch [227][460/940] lr: 1.340e-02, eta: 3:28:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7250, loss_cls: 2.0426, loss: 2.0426 2020-07-02 21:14:22,252 - mmaction - INFO - Epoch [227][480/940] lr: 1.340e-02, eta: 3:28:23, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7997, loss: 1.7997 2020-07-02 21:14:32,161 - mmaction - INFO - Epoch [227][500/940] lr: 1.340e-02, eta: 3:28:14, time: 0.496, data_time: 0.001, memory: 6328, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0659, loss: 2.0659 2020-07-02 21:14:40,955 - mmaction - INFO - Epoch [227][520/940] lr: 1.340e-02, eta: 3:28:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7719, loss_cls: 1.9221, loss: 1.9221 2020-07-02 21:14:49,710 - mmaction - INFO - Epoch [227][540/940] lr: 1.340e-02, eta: 3:27:56, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5333, loss: 1.5333 2020-07-02 21:14:58,434 - mmaction - INFO - Epoch [227][560/940] lr: 1.340e-02, eta: 3:27:47, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.7909, loss: 1.7909 2020-07-02 21:15:07,132 - mmaction - INFO - Epoch [227][580/940] lr: 1.340e-02, eta: 3:27:38, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7406, loss_cls: 2.0078, loss: 2.0078 2020-07-02 21:15:16,314 - mmaction - INFO - Epoch [227][600/940] lr: 1.340e-02, eta: 3:27:29, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9990, loss: 1.9990 2020-07-02 21:15:25,000 - mmaction - INFO - Epoch [227][620/940] lr: 1.340e-02, eta: 3:27:20, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9263, loss: 1.9263 2020-07-02 21:15:34,173 - mmaction - INFO - Epoch [227][640/940] lr: 1.340e-02, eta: 3:27:11, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.6760, loss: 1.6760 2020-07-02 21:15:42,922 - mmaction - INFO - Epoch [227][660/940] lr: 1.340e-02, eta: 3:27:02, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.7996, loss: 1.7996 2020-07-02 21:15:51,646 - mmaction - INFO - Epoch [227][680/940] lr: 1.340e-02, eta: 3:26:53, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.6994, loss: 1.6994 2020-07-02 21:16:00,462 - mmaction - INFO - Epoch [227][700/940] lr: 1.340e-02, eta: 3:26:44, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7469, loss_cls: 2.0327, loss: 2.0327 2020-07-02 21:16:09,212 - mmaction - INFO - Epoch [227][720/940] lr: 1.340e-02, eta: 3:26:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 1.9824, loss: 1.9824 2020-07-02 21:16:18,421 - mmaction - INFO - Epoch [227][740/940] lr: 1.340e-02, eta: 3:26:26, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.8773, loss: 1.8773 2020-07-02 21:16:27,293 - mmaction - INFO - Epoch [227][760/940] lr: 1.340e-02, eta: 3:26:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6908, loss: 1.6908 2020-07-02 21:16:35,967 - mmaction - INFO - Epoch [227][780/940] lr: 1.340e-02, eta: 3:26:07, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7719, loss_cls: 1.8389, loss: 1.8389 2020-07-02 21:16:44,692 - mmaction - INFO - Epoch [227][800/940] lr: 1.340e-02, eta: 3:25:58, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7423, loss: 1.7423 2020-07-02 21:16:54,443 - mmaction - INFO - Epoch [227][820/940] lr: 1.340e-02, eta: 3:25:49, time: 0.487, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6421, loss: 1.6421 2020-07-02 21:17:03,215 - mmaction - INFO - Epoch [227][840/940] lr: 1.340e-02, eta: 3:25:40, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7941, loss: 1.7941 2020-07-02 21:17:12,026 - mmaction - INFO - Epoch [227][860/940] lr: 1.340e-02, eta: 3:25:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7844, loss_cls: 1.8822, loss: 1.8822 2020-07-02 21:17:20,752 - mmaction - INFO - Epoch [227][880/940] lr: 1.340e-02, eta: 3:25:22, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7045, loss: 1.7045 2020-07-02 21:17:29,487 - mmaction - INFO - Epoch [227][900/940] lr: 1.340e-02, eta: 3:25:13, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9864, loss: 1.9864 2020-07-02 21:17:38,209 - mmaction - INFO - Epoch [227][920/940] lr: 1.340e-02, eta: 3:25:04, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6063, loss: 1.6063 2020-07-02 21:17:46,592 - mmaction - INFO - Epoch [227][940/940] lr: 1.340e-02, eta: 3:24:55, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.5584, top5_acc: 0.7630, loss_cls: 1.8725, loss: 1.8725 2020-07-02 21:18:01,339 - mmaction - INFO - Epoch [228][20/940] lr: 1.253e-02, eta: 3:24:47, time: 0.716, data_time: 0.270, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.8615, loss: 1.8615 2020-07-02 21:18:10,087 - mmaction - INFO - Epoch [228][40/940] lr: 1.253e-02, eta: 3:24:38, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.7095, loss: 1.7095 2020-07-02 21:18:19,140 - mmaction - INFO - Epoch [228][60/940] lr: 1.253e-02, eta: 3:24:29, time: 0.452, data_time: 0.013, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7750, loss: 1.7750 2020-07-02 21:18:28,030 - mmaction - INFO - Epoch [228][80/940] lr: 1.253e-02, eta: 3:24:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.7799, loss: 1.7799 2020-07-02 21:18:36,842 - mmaction - INFO - Epoch [228][100/940] lr: 1.253e-02, eta: 3:24:11, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.7482, loss: 1.7482 2020-07-02 21:18:45,670 - mmaction - INFO - Epoch [228][120/940] lr: 1.253e-02, eta: 3:24:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.7969, loss_cls: 1.6474, loss: 1.6474 2020-07-02 21:18:55,075 - mmaction - INFO - Epoch [228][140/940] lr: 1.253e-02, eta: 3:23:53, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8696, loss: 1.8696 2020-07-02 21:19:03,881 - mmaction - INFO - Epoch [228][160/940] lr: 1.253e-02, eta: 3:23:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7832, loss: 1.7832 2020-07-02 21:19:12,658 - mmaction - INFO - Epoch [228][180/940] lr: 1.253e-02, eta: 3:23:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7531, loss_cls: 1.9720, loss: 1.9720 2020-07-02 21:19:21,573 - mmaction - INFO - Epoch [228][200/940] lr: 1.253e-02, eta: 3:23:25, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.8830, loss: 1.8830 2020-07-02 21:19:30,254 - mmaction - INFO - Epoch [228][220/940] lr: 1.253e-02, eta: 3:23:16, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7844, loss_cls: 1.8442, loss: 1.8442 2020-07-02 21:19:39,038 - mmaction - INFO - Epoch [228][240/940] lr: 1.253e-02, eta: 3:23:07, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7845, loss: 1.7845 2020-07-02 21:19:47,829 - mmaction - INFO - Epoch [228][260/940] lr: 1.253e-02, eta: 3:22:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7696, loss: 1.7696 2020-07-02 21:19:56,629 - mmaction - INFO - Epoch [228][280/940] lr: 1.253e-02, eta: 3:22:49, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5918, loss: 1.5918 2020-07-02 21:20:05,442 - mmaction - INFO - Epoch [228][300/940] lr: 1.253e-02, eta: 3:22:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.9222, loss: 1.9222 2020-07-02 21:20:14,159 - mmaction - INFO - Epoch [228][320/940] lr: 1.253e-02, eta: 3:22:31, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.7655, loss: 1.7655 2020-07-02 21:20:22,876 - mmaction - INFO - Epoch [228][340/940] lr: 1.253e-02, eta: 3:22:22, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7625, loss_cls: 1.9610, loss: 1.9610 2020-07-02 21:20:32,130 - mmaction - INFO - Epoch [228][360/940] lr: 1.253e-02, eta: 3:22:13, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6289, loss: 1.6289 2020-07-02 21:20:40,880 - mmaction - INFO - Epoch [228][380/940] lr: 1.253e-02, eta: 3:22:04, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.8360, loss: 1.8360 2020-07-02 21:20:49,577 - mmaction - INFO - Epoch [228][400/940] lr: 1.253e-02, eta: 3:21:55, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8745, loss: 1.8745 2020-07-02 21:20:58,329 - mmaction - INFO - Epoch [228][420/940] lr: 1.253e-02, eta: 3:21:46, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6428, loss: 1.6428 2020-07-02 21:21:07,482 - mmaction - INFO - Epoch [228][440/940] lr: 1.253e-02, eta: 3:21:37, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.7562, loss: 1.7562 2020-07-02 21:21:16,143 - mmaction - INFO - Epoch [228][460/940] lr: 1.253e-02, eta: 3:21:28, time: 0.433, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8118, loss: 1.8118 2020-07-02 21:21:25,470 - mmaction - INFO - Epoch [228][480/940] lr: 1.253e-02, eta: 3:21:19, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7336, loss: 1.7336 2020-07-02 21:21:34,167 - mmaction - INFO - Epoch [228][500/940] lr: 1.253e-02, eta: 3:21:10, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.8559, loss: 1.8559 2020-07-02 21:21:43,451 - mmaction - INFO - Epoch [228][520/940] lr: 1.253e-02, eta: 3:21:01, time: 0.464, data_time: 0.006, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.6046, loss: 1.6046 2020-07-02 21:21:52,158 - mmaction - INFO - Epoch [228][540/940] lr: 1.253e-02, eta: 3:20:52, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.6982, loss: 1.6982 2020-07-02 21:22:01,178 - mmaction - INFO - Epoch [228][560/940] lr: 1.253e-02, eta: 3:20:43, time: 0.452, data_time: 0.013, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.7802, loss: 1.7802 2020-07-02 21:22:09,915 - mmaction - INFO - Epoch [228][580/940] lr: 1.253e-02, eta: 3:20:34, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.7644, loss: 1.7644 2020-07-02 21:22:18,743 - mmaction - INFO - Epoch [228][600/940] lr: 1.253e-02, eta: 3:20:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.7263, loss: 1.7263 2020-07-02 21:22:27,536 - mmaction - INFO - Epoch [228][620/940] lr: 1.253e-02, eta: 3:20:15, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7301, loss: 1.7301 2020-07-02 21:22:36,305 - mmaction - INFO - Epoch [228][640/940] lr: 1.253e-02, eta: 3:20:06, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7562, loss_cls: 1.9372, loss: 1.9372 2020-07-02 21:22:45,355 - mmaction - INFO - Epoch [228][660/940] lr: 1.253e-02, eta: 3:19:57, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7531, loss_cls: 1.8461, loss: 1.8461 2020-07-02 21:22:54,183 - mmaction - INFO - Epoch [228][680/940] lr: 1.253e-02, eta: 3:19:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8406, loss_cls: 1.5591, loss: 1.5591 2020-07-02 21:23:02,902 - mmaction - INFO - Epoch [228][700/940] lr: 1.253e-02, eta: 3:19:39, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.6966, loss: 1.6966 2020-07-02 21:23:11,656 - mmaction - INFO - Epoch [228][720/940] lr: 1.253e-02, eta: 3:19:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7389, loss: 1.7389 2020-07-02 21:23:20,837 - mmaction - INFO - Epoch [228][740/940] lr: 1.253e-02, eta: 3:19:21, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.8770, loss: 1.8770 2020-07-02 21:23:30,077 - mmaction - INFO - Epoch [228][760/940] lr: 1.253e-02, eta: 3:19:12, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.8408, loss: 1.8408 2020-07-02 21:23:39,382 - mmaction - INFO - Epoch [228][780/940] lr: 1.253e-02, eta: 3:19:03, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7339, loss: 1.7339 2020-07-02 21:23:48,759 - mmaction - INFO - Epoch [228][800/940] lr: 1.253e-02, eta: 3:18:54, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8156, loss_cls: 1.6359, loss: 1.6359 2020-07-02 21:23:57,470 - mmaction - INFO - Epoch [228][820/940] lr: 1.253e-02, eta: 3:18:45, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.7023, loss: 1.7023 2020-07-02 21:24:06,202 - mmaction - INFO - Epoch [228][840/940] lr: 1.253e-02, eta: 3:18:36, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7594, loss_cls: 1.8526, loss: 1.8526 2020-07-02 21:24:14,902 - mmaction - INFO - Epoch [228][860/940] lr: 1.253e-02, eta: 3:18:27, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8599, loss: 1.8599 2020-07-02 21:24:23,600 - mmaction - INFO - Epoch [228][880/940] lr: 1.253e-02, eta: 3:18:18, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7969, loss_cls: 1.7125, loss: 1.7125 2020-07-02 21:24:32,830 - mmaction - INFO - Epoch [228][900/940] lr: 1.253e-02, eta: 3:18:09, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0521, loss: 2.0521 2020-07-02 21:24:41,919 - mmaction - INFO - Epoch [228][920/940] lr: 1.253e-02, eta: 3:18:00, time: 0.455, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.6561, loss: 1.6561 2020-07-02 21:24:50,355 - mmaction - INFO - Epoch [228][940/940] lr: 1.253e-02, eta: 3:17:51, time: 0.422, data_time: 0.002, memory: 6328, top1_acc: 0.5714, top5_acc: 0.7662, loss_cls: 1.8777, loss: 1.8777 2020-07-02 21:24:50,687 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-07-02 21:25:05,127 - mmaction - INFO - Epoch [229][20/940] lr: 1.169e-02, eta: 3:17:42, time: 0.650, data_time: 0.180, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.9771, loss: 1.9771 2020-07-02 21:25:13,930 - mmaction - INFO - Epoch [229][40/940] lr: 1.169e-02, eta: 3:17:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9919, loss: 1.9919 2020-07-02 21:25:23,087 - mmaction - INFO - Epoch [229][60/940] lr: 1.169e-02, eta: 3:17:24, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.7005, loss: 1.7005 2020-07-02 21:25:32,283 - mmaction - INFO - Epoch [229][80/940] lr: 1.169e-02, eta: 3:17:15, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8260, loss: 1.8260 2020-07-02 21:25:41,604 - mmaction - INFO - Epoch [229][100/940] lr: 1.169e-02, eta: 3:17:06, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.7406, loss_cls: 1.9357, loss: 1.9357 2020-07-02 21:25:50,427 - mmaction - INFO - Epoch [229][120/940] lr: 1.169e-02, eta: 3:16:57, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8805, loss: 1.8805 2020-07-02 21:25:59,133 - mmaction - INFO - Epoch [229][140/940] lr: 1.169e-02, eta: 3:16:48, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.7313, loss: 1.7313 2020-07-02 21:26:07,849 - mmaction - INFO - Epoch [229][160/940] lr: 1.169e-02, eta: 3:16:39, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.8049, loss: 1.8049 2020-07-02 21:26:16,660 - mmaction - INFO - Epoch [229][180/940] lr: 1.169e-02, eta: 3:16:30, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9033, loss: 1.9033 2020-07-02 21:26:25,976 - mmaction - INFO - Epoch [229][200/940] lr: 1.169e-02, eta: 3:16:21, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.7257, loss: 1.7257 2020-07-02 21:26:34,853 - mmaction - INFO - Epoch [229][220/940] lr: 1.169e-02, eta: 3:16:12, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.7042, loss: 1.7042 2020-07-02 21:26:44,035 - mmaction - INFO - Epoch [229][240/940] lr: 1.169e-02, eta: 3:16:03, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.5737, loss: 1.5737 2020-07-02 21:26:53,506 - mmaction - INFO - Epoch [229][260/940] lr: 1.169e-02, eta: 3:15:54, time: 0.474, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.7906, loss_cls: 1.7791, loss: 1.7791 2020-07-02 21:27:02,407 - mmaction - INFO - Epoch [229][280/940] lr: 1.169e-02, eta: 3:15:45, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.5206, loss: 1.5206 2020-07-02 21:27:11,171 - mmaction - INFO - Epoch [229][300/940] lr: 1.169e-02, eta: 3:15:36, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.7314, loss: 1.7314 2020-07-02 21:27:19,988 - mmaction - INFO - Epoch [229][320/940] lr: 1.169e-02, eta: 3:15:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8725, loss: 1.8725 2020-07-02 21:27:28,810 - mmaction - INFO - Epoch [229][340/940] lr: 1.169e-02, eta: 3:15:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6167, loss: 1.6167 2020-07-02 21:27:37,546 - mmaction - INFO - Epoch [229][360/940] lr: 1.169e-02, eta: 3:15:09, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.6097, loss: 1.6097 2020-07-02 21:27:46,809 - mmaction - INFO - Epoch [229][380/940] lr: 1.169e-02, eta: 3:15:00, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.8902, loss: 1.8902 2020-07-02 21:27:56,053 - mmaction - INFO - Epoch [229][400/940] lr: 1.169e-02, eta: 3:14:51, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6490, loss: 1.6490 2020-07-02 21:28:04,891 - mmaction - INFO - Epoch [229][420/940] lr: 1.169e-02, eta: 3:14:42, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.7133, loss: 1.7133 2020-07-02 21:28:13,612 - mmaction - INFO - Epoch [229][440/940] lr: 1.169e-02, eta: 3:14:33, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6952, loss: 1.6952 2020-07-02 21:28:22,446 - mmaction - INFO - Epoch [229][460/940] lr: 1.169e-02, eta: 3:14:24, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8094, loss_cls: 1.6639, loss: 1.6639 2020-07-02 21:28:31,706 - mmaction - INFO - Epoch [229][480/940] lr: 1.169e-02, eta: 3:14:15, time: 0.464, data_time: 0.007, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7875, loss_cls: 1.7441, loss: 1.7441 2020-07-02 21:28:40,462 - mmaction - INFO - Epoch [229][500/940] lr: 1.169e-02, eta: 3:14:06, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7794, loss: 1.7794 2020-07-02 21:28:49,794 - mmaction - INFO - Epoch [229][520/940] lr: 1.169e-02, eta: 3:13:57, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7399, loss: 1.7399 2020-07-02 21:28:58,603 - mmaction - INFO - Epoch [229][540/940] lr: 1.169e-02, eta: 3:13:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7719, loss_cls: 1.7603, loss: 1.7603 2020-07-02 21:29:07,435 - mmaction - INFO - Epoch [229][560/940] lr: 1.169e-02, eta: 3:13:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7500, loss_cls: 2.0004, loss: 2.0004 2020-07-02 21:29:16,214 - mmaction - INFO - Epoch [229][580/940] lr: 1.169e-02, eta: 3:13:30, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6640, loss: 1.6640 2020-07-02 21:29:25,110 - mmaction - INFO - Epoch [229][600/940] lr: 1.169e-02, eta: 3:13:21, time: 0.444, data_time: 0.007, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6734, loss: 1.6734 2020-07-02 21:29:33,911 - mmaction - INFO - Epoch [229][620/940] lr: 1.169e-02, eta: 3:13:12, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7553, loss: 1.7553 2020-07-02 21:29:42,649 - mmaction - INFO - Epoch [229][640/940] lr: 1.169e-02, eta: 3:13:03, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.6518, loss: 1.6518 2020-07-02 21:29:51,491 - mmaction - INFO - Epoch [229][660/940] lr: 1.169e-02, eta: 3:12:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7941, loss: 1.7941 2020-07-02 21:30:00,196 - mmaction - INFO - Epoch [229][680/940] lr: 1.169e-02, eta: 3:12:44, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.7497, loss: 1.7497 2020-07-02 21:30:08,900 - mmaction - INFO - Epoch [229][700/940] lr: 1.169e-02, eta: 3:12:35, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.5978, loss: 1.5978 2020-07-02 21:30:18,020 - mmaction - INFO - Epoch [229][720/940] lr: 1.169e-02, eta: 3:12:26, time: 0.455, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7594, loss_cls: 1.8830, loss: 1.8830 2020-07-02 21:30:26,840 - mmaction - INFO - Epoch [229][740/940] lr: 1.169e-02, eta: 3:12:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7812, loss_cls: 1.7396, loss: 1.7396 2020-07-02 21:30:36,687 - mmaction - INFO - Epoch [229][760/940] lr: 1.169e-02, eta: 3:12:08, time: 0.493, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6743, loss: 1.6743 2020-07-02 21:30:45,430 - mmaction - INFO - Epoch [229][780/940] lr: 1.169e-02, eta: 3:11:59, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 2.0065, loss: 2.0065 2020-07-02 21:30:54,257 - mmaction - INFO - Epoch [229][800/940] lr: 1.169e-02, eta: 3:11:50, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7358, loss: 1.7358 2020-07-02 21:31:03,058 - mmaction - INFO - Epoch [229][820/940] lr: 1.169e-02, eta: 3:11:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7937, loss_cls: 1.6874, loss: 1.6874 2020-07-02 21:31:11,823 - mmaction - INFO - Epoch [229][840/940] lr: 1.169e-02, eta: 3:11:32, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6819, loss: 1.6819 2020-07-02 21:31:20,971 - mmaction - INFO - Epoch [229][860/940] lr: 1.169e-02, eta: 3:11:23, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6280, loss: 1.6280 2020-07-02 21:31:29,734 - mmaction - INFO - Epoch [229][880/940] lr: 1.169e-02, eta: 3:11:14, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8664, loss: 1.8664 2020-07-02 21:31:38,779 - mmaction - INFO - Epoch [229][900/940] lr: 1.169e-02, eta: 3:11:05, time: 0.453, data_time: 0.002, memory: 6328, top1_acc: 0.5312, top5_acc: 0.7344, loss_cls: 1.9758, loss: 1.9758 2020-07-02 21:31:47,569 - mmaction - INFO - Epoch [229][920/940] lr: 1.169e-02, eta: 3:10:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6975, loss: 1.6975 2020-07-02 21:31:55,923 - mmaction - INFO - Epoch [229][940/940] lr: 1.169e-02, eta: 3:10:47, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.5909, top5_acc: 0.7760, loss_cls: 1.8437, loss: 1.8437 2020-07-02 21:32:11,982 - mmaction - INFO - Epoch [230][20/940] lr: 1.088e-02, eta: 3:10:39, time: 0.784, data_time: 0.339, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6590, loss: 1.6590 2020-07-02 21:32:20,734 - mmaction - INFO - Epoch [230][40/940] lr: 1.088e-02, eta: 3:10:30, time: 0.437, data_time: 0.003, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.6746, loss: 1.6746 2020-07-02 21:32:29,964 - mmaction - INFO - Epoch [230][60/940] lr: 1.088e-02, eta: 3:10:21, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.6512, loss: 1.6512 2020-07-02 21:32:39,155 - mmaction - INFO - Epoch [230][80/940] lr: 1.088e-02, eta: 3:10:12, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8991, loss: 1.8991 2020-07-02 21:32:47,947 - mmaction - INFO - Epoch [230][100/940] lr: 1.088e-02, eta: 3:10:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8493, loss: 1.8493 2020-07-02 21:32:56,892 - mmaction - INFO - Epoch [230][120/940] lr: 1.088e-02, eta: 3:09:54, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7764, loss: 1.7764 2020-07-02 21:33:05,712 - mmaction - INFO - Epoch [230][140/940] lr: 1.088e-02, eta: 3:09:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8395, loss: 1.8395 2020-07-02 21:33:14,486 - mmaction - INFO - Epoch [230][160/940] lr: 1.088e-02, eta: 3:09:35, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.8658, loss: 1.8658 2020-07-02 21:33:23,228 - mmaction - INFO - Epoch [230][180/940] lr: 1.088e-02, eta: 3:09:26, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8429, loss: 1.8429 2020-07-02 21:33:32,068 - mmaction - INFO - Epoch [230][200/940] lr: 1.088e-02, eta: 3:09:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9553, loss: 1.9553 2020-07-02 21:33:41,316 - mmaction - INFO - Epoch [230][220/940] lr: 1.088e-02, eta: 3:09:08, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6184, loss: 1.6184 2020-07-02 21:33:50,131 - mmaction - INFO - Epoch [230][240/940] lr: 1.088e-02, eta: 3:08:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.6245, loss: 1.6245 2020-07-02 21:33:58,954 - mmaction - INFO - Epoch [230][260/940] lr: 1.088e-02, eta: 3:08:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.5541, loss: 1.5541 2020-07-02 21:34:07,718 - mmaction - INFO - Epoch [230][280/940] lr: 1.088e-02, eta: 3:08:41, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8000, loss_cls: 1.6153, loss: 1.6153 2020-07-02 21:34:16,476 - mmaction - INFO - Epoch [230][300/940] lr: 1.088e-02, eta: 3:08:32, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5978, loss: 1.5978 2020-07-02 21:34:25,704 - mmaction - INFO - Epoch [230][320/940] lr: 1.088e-02, eta: 3:08:23, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8315, loss: 1.8315 2020-07-02 21:34:34,418 - mmaction - INFO - Epoch [230][340/940] lr: 1.088e-02, eta: 3:08:14, time: 0.435, data_time: 0.003, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6965, loss: 1.6965 2020-07-02 21:34:43,112 - mmaction - INFO - Epoch [230][360/940] lr: 1.088e-02, eta: 3:08:05, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.7615, loss: 1.7615 2020-07-02 21:34:52,424 - mmaction - INFO - Epoch [230][380/940] lr: 1.088e-02, eta: 3:07:56, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.6904, loss: 1.6904 2020-07-02 21:35:01,167 - mmaction - INFO - Epoch [230][400/940] lr: 1.088e-02, eta: 3:07:47, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7067, loss: 1.7067 2020-07-02 21:35:10,401 - mmaction - INFO - Epoch [230][420/940] lr: 1.088e-02, eta: 3:07:38, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8625, loss: 1.8625 2020-07-02 21:35:19,203 - mmaction - INFO - Epoch [230][440/940] lr: 1.088e-02, eta: 3:07:29, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7469, loss_cls: 1.8564, loss: 1.8564 2020-07-02 21:35:28,423 - mmaction - INFO - Epoch [230][460/940] lr: 1.088e-02, eta: 3:07:20, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5627, loss: 1.5627 2020-07-02 21:35:37,202 - mmaction - INFO - Epoch [230][480/940] lr: 1.088e-02, eta: 3:07:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8648, loss: 1.8648 2020-07-02 21:35:45,906 - mmaction - INFO - Epoch [230][500/940] lr: 1.088e-02, eta: 3:07:02, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8209, loss: 1.8209 2020-07-02 21:35:54,775 - mmaction - INFO - Epoch [230][520/940] lr: 1.088e-02, eta: 3:06:53, time: 0.443, data_time: 0.000, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.7722, loss: 1.7722 2020-07-02 21:36:03,528 - mmaction - INFO - Epoch [230][540/940] lr: 1.088e-02, eta: 3:06:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.7674, loss: 1.7674 2020-07-02 21:36:12,261 - mmaction - INFO - Epoch [230][560/940] lr: 1.088e-02, eta: 3:06:35, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8094, loss_cls: 1.6117, loss: 1.6117 2020-07-02 21:36:21,047 - mmaction - INFO - Epoch [230][580/940] lr: 1.088e-02, eta: 3:06:26, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.7901, loss: 1.7901 2020-07-02 21:36:30,257 - mmaction - INFO - Epoch [230][600/940] lr: 1.088e-02, eta: 3:06:17, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8094, loss_cls: 1.6569, loss: 1.6569 2020-07-02 21:36:38,951 - mmaction - INFO - Epoch [230][620/940] lr: 1.088e-02, eta: 3:06:08, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6674, loss: 1.6674 2020-07-02 21:36:48,078 - mmaction - INFO - Epoch [230][640/940] lr: 1.088e-02, eta: 3:05:59, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7625, loss_cls: 1.7776, loss: 1.7776 2020-07-02 21:36:57,351 - mmaction - INFO - Epoch [230][660/940] lr: 1.088e-02, eta: 3:05:50, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.6443, loss: 1.6443 2020-07-02 21:37:06,114 - mmaction - INFO - Epoch [230][680/940] lr: 1.088e-02, eta: 3:05:41, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.4779, loss: 1.4779 2020-07-02 21:37:14,787 - mmaction - INFO - Epoch [230][700/940] lr: 1.088e-02, eta: 3:05:32, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.4920, loss: 1.4920 2020-07-02 21:37:23,631 - mmaction - INFO - Epoch [230][720/940] lr: 1.088e-02, eta: 3:05:23, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.6450, loss: 1.6450 2020-07-02 21:37:32,314 - mmaction - INFO - Epoch [230][740/940] lr: 1.088e-02, eta: 3:05:13, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.7543, loss: 1.7543 2020-07-02 21:37:41,055 - mmaction - INFO - Epoch [230][760/940] lr: 1.088e-02, eta: 3:05:04, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.7811, loss: 1.7811 2020-07-02 21:37:49,889 - mmaction - INFO - Epoch [230][780/940] lr: 1.088e-02, eta: 3:04:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7475, loss: 1.7475 2020-07-02 21:37:58,527 - mmaction - INFO - Epoch [230][800/940] lr: 1.088e-02, eta: 3:04:46, time: 0.432, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6625, loss: 1.6625 2020-07-02 21:38:07,368 - mmaction - INFO - Epoch [230][820/940] lr: 1.088e-02, eta: 3:04:37, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7688, loss_cls: 1.9135, loss: 1.9135 2020-07-02 21:38:16,212 - mmaction - INFO - Epoch [230][840/940] lr: 1.088e-02, eta: 3:04:28, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6213, loss: 1.6213 2020-07-02 21:38:25,040 - mmaction - INFO - Epoch [230][860/940] lr: 1.088e-02, eta: 3:04:19, time: 0.442, data_time: 0.009, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6917, loss: 1.6917 2020-07-02 21:38:33,737 - mmaction - INFO - Epoch [230][880/940] lr: 1.088e-02, eta: 3:04:10, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.7359, loss: 1.7359 2020-07-02 21:38:42,954 - mmaction - INFO - Epoch [230][900/940] lr: 1.088e-02, eta: 3:04:01, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.7625, loss_cls: 1.9683, loss: 1.9683 2020-07-02 21:38:51,779 - mmaction - INFO - Epoch [230][920/940] lr: 1.088e-02, eta: 3:03:52, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.6841, loss: 1.6841 2020-07-02 21:39:00,677 - mmaction - INFO - Epoch [230][940/940] lr: 1.088e-02, eta: 3:03:43, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5747, top5_acc: 0.8182, loss_cls: 1.7379, loss: 1.7379 2020-07-02 21:39:18,369 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 21:39:19,242 - mmaction - INFO - top1_acc 0.6289 top5_acc 0.8445 2020-07-02 21:39:19,243 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 21:39:19,301 - mmaction - INFO - mean_acc 0.6287 2020-07-02 21:39:19,310 - mmaction - INFO - Epoch [230][940/940] lr: 1.088e-02, top1_acc: 0.6289, top5_acc: 0.8445, mean_class_accuracy: 0.6287 2020-07-02 21:39:32,073 - mmaction - INFO - Epoch [231][20/940] lr: 1.009e-02, eta: 3:03:34, time: 0.637, data_time: 0.189, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8344, loss_cls: 1.6449, loss: 1.6449 2020-07-02 21:39:40,753 - mmaction - INFO - Epoch [231][40/940] lr: 1.009e-02, eta: 3:03:25, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5869, loss: 1.5869 2020-07-02 21:39:49,527 - mmaction - INFO - Epoch [231][60/940] lr: 1.009e-02, eta: 3:03:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.5881, loss: 1.5881 2020-07-02 21:39:59,118 - mmaction - INFO - Epoch [231][80/940] lr: 1.009e-02, eta: 3:03:07, time: 0.479, data_time: 0.002, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7691, loss: 1.7691 2020-07-02 21:40:07,890 - mmaction - INFO - Epoch [231][100/940] lr: 1.009e-02, eta: 3:02:58, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.7003, loss: 1.7003 2020-07-02 21:40:17,419 - mmaction - INFO - Epoch [231][120/940] lr: 1.009e-02, eta: 3:02:49, time: 0.475, data_time: 0.001, memory: 6328, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 2.0374, loss: 2.0374 2020-07-02 21:40:26,246 - mmaction - INFO - Epoch [231][140/940] lr: 1.009e-02, eta: 3:02:40, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6544, loss: 1.6544 2020-07-02 21:40:34,937 - mmaction - INFO - Epoch [231][160/940] lr: 1.009e-02, eta: 3:02:31, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.6944, loss: 1.6944 2020-07-02 21:40:43,716 - mmaction - INFO - Epoch [231][180/940] lr: 1.009e-02, eta: 3:02:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.7493, loss: 1.7493 2020-07-02 21:40:52,499 - mmaction - INFO - Epoch [231][200/940] lr: 1.009e-02, eta: 3:02:13, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6754, loss: 1.6754 2020-07-02 21:41:01,243 - mmaction - INFO - Epoch [231][220/940] lr: 1.009e-02, eta: 3:02:04, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.6285, loss: 1.6285 2020-07-02 21:41:09,876 - mmaction - INFO - Epoch [231][240/940] lr: 1.009e-02, eta: 3:01:55, time: 0.430, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.5849, loss: 1.5849 2020-07-02 21:41:18,548 - mmaction - INFO - Epoch [231][260/940] lr: 1.009e-02, eta: 3:01:46, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6083, loss: 1.6083 2020-07-02 21:41:27,759 - mmaction - INFO - Epoch [231][280/940] lr: 1.009e-02, eta: 3:01:37, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.7126, loss: 1.7126 2020-07-02 21:41:37,105 - mmaction - INFO - Epoch [231][300/940] lr: 1.009e-02, eta: 3:01:28, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.6637, loss: 1.6637 2020-07-02 21:41:45,849 - mmaction - INFO - Epoch [231][320/940] lr: 1.009e-02, eta: 3:01:19, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7249, loss: 1.7249 2020-07-02 21:41:55,041 - mmaction - INFO - Epoch [231][340/940] lr: 1.009e-02, eta: 3:01:10, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.7872, loss: 1.7872 2020-07-02 21:42:04,452 - mmaction - INFO - Epoch [231][360/940] lr: 1.009e-02, eta: 3:01:01, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.7969, loss_cls: 1.6409, loss: 1.6409 2020-07-02 21:42:13,759 - mmaction - INFO - Epoch [231][380/940] lr: 1.009e-02, eta: 3:00:52, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8148, loss: 1.8148 2020-07-02 21:42:22,498 - mmaction - INFO - Epoch [231][400/940] lr: 1.009e-02, eta: 3:00:43, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.6264, loss: 1.6264 2020-07-02 21:42:31,777 - mmaction - INFO - Epoch [231][420/940] lr: 1.009e-02, eta: 3:00:34, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.5558, loss: 1.5558 2020-07-02 21:42:40,612 - mmaction - INFO - Epoch [231][440/940] lr: 1.009e-02, eta: 3:00:25, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6715, loss: 1.6715 2020-07-02 21:42:49,405 - mmaction - INFO - Epoch [231][460/940] lr: 1.009e-02, eta: 3:00:16, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.6869, loss: 1.6869 2020-07-02 21:42:58,185 - mmaction - INFO - Epoch [231][480/940] lr: 1.009e-02, eta: 3:00:07, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.7811, loss: 1.7811 2020-07-02 21:43:06,969 - mmaction - INFO - Epoch [231][500/940] lr: 1.009e-02, eta: 2:59:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8272, loss: 1.8272 2020-07-02 21:43:15,733 - mmaction - INFO - Epoch [231][520/940] lr: 1.009e-02, eta: 2:59:49, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.8485, loss: 1.8485 2020-07-02 21:43:24,497 - mmaction - INFO - Epoch [231][540/940] lr: 1.009e-02, eta: 2:59:40, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7781, loss_cls: 1.7355, loss: 1.7355 2020-07-02 21:43:33,311 - mmaction - INFO - Epoch [231][560/940] lr: 1.009e-02, eta: 2:59:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9390, loss: 1.9390 2020-07-02 21:43:42,021 - mmaction - INFO - Epoch [231][580/940] lr: 1.009e-02, eta: 2:59:22, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.7333, loss: 1.7333 2020-07-02 21:43:50,736 - mmaction - INFO - Epoch [231][600/940] lr: 1.009e-02, eta: 2:59:12, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8344, loss_cls: 1.6957, loss: 1.6957 2020-07-02 21:43:59,480 - mmaction - INFO - Epoch [231][620/940] lr: 1.009e-02, eta: 2:59:03, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.6995, loss: 1.6995 2020-07-02 21:44:08,221 - mmaction - INFO - Epoch [231][640/940] lr: 1.009e-02, eta: 2:58:54, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7724, loss: 1.7724 2020-07-02 21:44:17,165 - mmaction - INFO - Epoch [231][660/940] lr: 1.009e-02, eta: 2:58:45, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8125, loss_cls: 1.5723, loss: 1.5723 2020-07-02 21:44:25,918 - mmaction - INFO - Epoch [231][680/940] lr: 1.009e-02, eta: 2:58:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5680, loss: 1.5680 2020-07-02 21:44:34,685 - mmaction - INFO - Epoch [231][700/940] lr: 1.009e-02, eta: 2:58:27, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.7657, loss: 1.7657 2020-07-02 21:44:43,530 - mmaction - INFO - Epoch [231][720/940] lr: 1.009e-02, eta: 2:58:18, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8340, loss: 1.8340 2020-07-02 21:44:52,401 - mmaction - INFO - Epoch [231][740/940] lr: 1.009e-02, eta: 2:58:09, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9697, loss: 1.9697 2020-07-02 21:45:01,189 - mmaction - INFO - Epoch [231][760/940] lr: 1.009e-02, eta: 2:58:00, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8203, loss: 1.8203 2020-07-02 21:45:09,928 - mmaction - INFO - Epoch [231][780/940] lr: 1.009e-02, eta: 2:57:51, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6421, loss: 1.6421 2020-07-02 21:45:18,827 - mmaction - INFO - Epoch [231][800/940] lr: 1.009e-02, eta: 2:57:42, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.8161, loss: 1.8161 2020-07-02 21:45:27,787 - mmaction - INFO - Epoch [231][820/940] lr: 1.009e-02, eta: 2:57:33, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7875, loss_cls: 1.6660, loss: 1.6660 2020-07-02 21:45:36,731 - mmaction - INFO - Epoch [231][840/940] lr: 1.009e-02, eta: 2:57:24, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.6189, loss: 1.6189 2020-07-02 21:45:45,902 - mmaction - INFO - Epoch [231][860/940] lr: 1.009e-02, eta: 2:57:15, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6619, loss: 1.6619 2020-07-02 21:45:55,121 - mmaction - INFO - Epoch [231][880/940] lr: 1.009e-02, eta: 2:57:06, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.7736, loss: 1.7736 2020-07-02 21:46:04,415 - mmaction - INFO - Epoch [231][900/940] lr: 1.009e-02, eta: 2:56:57, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8736, loss: 1.8736 2020-07-02 21:46:13,166 - mmaction - INFO - Epoch [231][920/940] lr: 1.009e-02, eta: 2:56:48, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.6102, loss: 1.6102 2020-07-02 21:46:21,607 - mmaction - INFO - Epoch [231][940/940] lr: 1.009e-02, eta: 2:56:39, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.5714, top5_acc: 0.7532, loss_cls: 1.9692, loss: 1.9692 2020-07-02 21:46:37,484 - mmaction - INFO - Epoch [232][20/940] lr: 9.339e-03, eta: 2:56:31, time: 0.778, data_time: 0.320, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6358, loss: 1.6358 2020-07-02 21:46:46,267 - mmaction - INFO - Epoch [232][40/940] lr: 9.339e-03, eta: 2:56:21, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.7047, loss: 1.7047 2020-07-02 21:46:55,058 - mmaction - INFO - Epoch [232][60/940] lr: 9.339e-03, eta: 2:56:12, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6263, loss: 1.6263 2020-07-02 21:47:03,806 - mmaction - INFO - Epoch [232][80/940] lr: 9.339e-03, eta: 2:56:03, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7567, loss: 1.7567 2020-07-02 21:47:12,679 - mmaction - INFO - Epoch [232][100/940] lr: 9.339e-03, eta: 2:55:54, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6533, loss: 1.6533 2020-07-02 21:47:21,480 - mmaction - INFO - Epoch [232][120/940] lr: 9.339e-03, eta: 2:55:45, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7906, loss_cls: 1.6968, loss: 1.6968 2020-07-02 21:47:30,359 - mmaction - INFO - Epoch [232][140/940] lr: 9.339e-03, eta: 2:55:36, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6135, loss: 1.6135 2020-07-02 21:47:39,536 - mmaction - INFO - Epoch [232][160/940] lr: 9.339e-03, eta: 2:55:27, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7591, loss: 1.7591 2020-07-02 21:47:48,291 - mmaction - INFO - Epoch [232][180/940] lr: 9.339e-03, eta: 2:55:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5863, loss: 1.5863 2020-07-02 21:47:57,159 - mmaction - INFO - Epoch [232][200/940] lr: 9.339e-03, eta: 2:55:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7906, loss_cls: 1.7434, loss: 1.7434 2020-07-02 21:48:05,959 - mmaction - INFO - Epoch [232][220/940] lr: 9.339e-03, eta: 2:55:00, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.7839, loss: 1.7839 2020-07-02 21:48:14,715 - mmaction - INFO - Epoch [232][240/940] lr: 9.339e-03, eta: 2:54:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8000, loss_cls: 1.6129, loss: 1.6129 2020-07-02 21:48:23,471 - mmaction - INFO - Epoch [232][260/940] lr: 9.339e-03, eta: 2:54:42, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7969, loss_cls: 1.7766, loss: 1.7766 2020-07-02 21:48:32,319 - mmaction - INFO - Epoch [232][280/940] lr: 9.339e-03, eta: 2:54:33, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8313, loss_cls: 1.4769, loss: 1.4769 2020-07-02 21:48:41,142 - mmaction - INFO - Epoch [232][300/940] lr: 9.339e-03, eta: 2:54:24, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.7897, loss: 1.7897 2020-07-02 21:48:49,987 - mmaction - INFO - Epoch [232][320/940] lr: 9.339e-03, eta: 2:54:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8780, loss: 1.8780 2020-07-02 21:48:58,819 - mmaction - INFO - Epoch [232][340/940] lr: 9.339e-03, eta: 2:54:06, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.5574, loss: 1.5574 2020-07-02 21:49:07,621 - mmaction - INFO - Epoch [232][360/940] lr: 9.339e-03, eta: 2:53:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5642, loss: 1.5642 2020-07-02 21:49:16,450 - mmaction - INFO - Epoch [232][380/940] lr: 9.339e-03, eta: 2:53:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5533, loss: 1.5533 2020-07-02 21:49:25,601 - mmaction - INFO - Epoch [232][400/940] lr: 9.339e-03, eta: 2:53:39, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.8897, loss: 1.8897 2020-07-02 21:49:34,437 - mmaction - INFO - Epoch [232][420/940] lr: 9.339e-03, eta: 2:53:30, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.7659, loss: 1.7659 2020-07-02 21:49:43,730 - mmaction - INFO - Epoch [232][440/940] lr: 9.339e-03, eta: 2:53:21, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6246, loss: 1.6246 2020-07-02 21:49:52,526 - mmaction - INFO - Epoch [232][460/940] lr: 9.339e-03, eta: 2:53:12, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.7847, loss: 1.7847 2020-07-02 21:50:01,312 - mmaction - INFO - Epoch [232][480/940] lr: 9.339e-03, eta: 2:53:03, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7844, loss_cls: 1.7740, loss: 1.7740 2020-07-02 21:50:10,076 - mmaction - INFO - Epoch [232][500/940] lr: 9.339e-03, eta: 2:52:54, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.6495, loss: 1.6495 2020-07-02 21:50:19,771 - mmaction - INFO - Epoch [232][520/940] lr: 9.339e-03, eta: 2:52:45, time: 0.484, data_time: 0.017, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7039, loss: 1.7039 2020-07-02 21:50:28,532 - mmaction - INFO - Epoch [232][540/940] lr: 9.339e-03, eta: 2:52:36, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.6542, loss: 1.6542 2020-07-02 21:50:37,379 - mmaction - INFO - Epoch [232][560/940] lr: 9.339e-03, eta: 2:52:27, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.6603, loss: 1.6603 2020-07-02 21:50:46,159 - mmaction - INFO - Epoch [232][580/940] lr: 9.339e-03, eta: 2:52:18, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8250, loss_cls: 1.6003, loss: 1.6003 2020-07-02 21:50:55,371 - mmaction - INFO - Epoch [232][600/940] lr: 9.339e-03, eta: 2:52:09, time: 0.459, data_time: 0.010, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7678, loss: 1.7678 2020-07-02 21:51:04,156 - mmaction - INFO - Epoch [232][620/940] lr: 9.339e-03, eta: 2:51:59, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.6132, loss: 1.6132 2020-07-02 21:51:13,136 - mmaction - INFO - Epoch [232][640/940] lr: 9.339e-03, eta: 2:51:50, time: 0.449, data_time: 0.012, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.6012, loss: 1.6012 2020-07-02 21:51:21,866 - mmaction - INFO - Epoch [232][660/940] lr: 9.339e-03, eta: 2:51:41, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.7611, loss: 1.7611 2020-07-02 21:51:31,046 - mmaction - INFO - Epoch [232][680/940] lr: 9.339e-03, eta: 2:51:32, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6343, loss: 1.6343 2020-07-02 21:51:39,833 - mmaction - INFO - Epoch [232][700/940] lr: 9.339e-03, eta: 2:51:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.5564, loss: 1.5564 2020-07-02 21:51:48,579 - mmaction - INFO - Epoch [232][720/940] lr: 9.339e-03, eta: 2:51:14, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.5958, loss: 1.5958 2020-07-02 21:51:57,301 - mmaction - INFO - Epoch [232][740/940] lr: 9.339e-03, eta: 2:51:05, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.7478, loss: 1.7478 2020-07-02 21:52:06,085 - mmaction - INFO - Epoch [232][760/940] lr: 9.339e-03, eta: 2:50:56, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5859, loss: 1.5859 2020-07-02 21:52:14,893 - mmaction - INFO - Epoch [232][780/940] lr: 9.339e-03, eta: 2:50:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7695, loss: 1.7695 2020-07-02 21:52:23,662 - mmaction - INFO - Epoch [232][800/940] lr: 9.339e-03, eta: 2:50:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.7816, loss: 1.7816 2020-07-02 21:52:32,661 - mmaction - INFO - Epoch [232][820/940] lr: 9.339e-03, eta: 2:50:29, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7330, loss: 1.7330 2020-07-02 21:52:41,560 - mmaction - INFO - Epoch [232][840/940] lr: 9.339e-03, eta: 2:50:20, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8688, loss: 1.8688 2020-07-02 21:52:50,647 - mmaction - INFO - Epoch [232][860/940] lr: 9.339e-03, eta: 2:50:11, time: 0.455, data_time: 0.003, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6975, loss: 1.6975 2020-07-02 21:52:59,876 - mmaction - INFO - Epoch [232][880/940] lr: 9.339e-03, eta: 2:50:02, time: 0.461, data_time: 0.006, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.7665, loss: 1.7665 2020-07-02 21:53:08,750 - mmaction - INFO - Epoch [232][900/940] lr: 9.339e-03, eta: 2:49:53, time: 0.445, data_time: 0.004, memory: 6328, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7553, loss: 1.7553 2020-07-02 21:53:17,585 - mmaction - INFO - Epoch [232][920/940] lr: 9.339e-03, eta: 2:49:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.5960, loss: 1.5960 2020-07-02 21:53:26,408 - mmaction - INFO - Epoch [232][940/940] lr: 9.339e-03, eta: 2:49:35, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6039, top5_acc: 0.8052, loss_cls: 1.6741, loss: 1.6741 2020-07-02 21:53:26,750 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-07-02 21:53:41,102 - mmaction - INFO - Epoch [233][20/940] lr: 8.612e-03, eta: 2:49:26, time: 0.653, data_time: 0.200, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6448, loss: 1.6448 2020-07-02 21:53:49,849 - mmaction - INFO - Epoch [233][40/940] lr: 8.612e-03, eta: 2:49:17, time: 0.437, data_time: 0.004, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7812, loss_cls: 1.8008, loss: 1.8008 2020-07-02 21:53:58,635 - mmaction - INFO - Epoch [233][60/940] lr: 8.612e-03, eta: 2:49:08, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6546, loss: 1.6546 2020-07-02 21:54:07,989 - mmaction - INFO - Epoch [233][80/940] lr: 8.612e-03, eta: 2:48:59, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6661, loss: 1.6661 2020-07-02 21:54:16,776 - mmaction - INFO - Epoch [233][100/940] lr: 8.612e-03, eta: 2:48:50, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8219, loss_cls: 1.5795, loss: 1.5795 2020-07-02 21:54:25,593 - mmaction - INFO - Epoch [233][120/940] lr: 8.612e-03, eta: 2:48:41, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6291, loss: 1.6291 2020-07-02 21:54:34,463 - mmaction - INFO - Epoch [233][140/940] lr: 8.612e-03, eta: 2:48:32, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.7688, loss_cls: 1.8172, loss: 1.8172 2020-07-02 21:54:43,279 - mmaction - INFO - Epoch [233][160/940] lr: 8.612e-03, eta: 2:48:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7180, loss: 1.7180 2020-07-02 21:54:51,989 - mmaction - INFO - Epoch [233][180/940] lr: 8.612e-03, eta: 2:48:14, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8020, loss: 1.8020 2020-07-02 21:55:00,795 - mmaction - INFO - Epoch [233][200/940] lr: 8.612e-03, eta: 2:48:05, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7552, loss: 1.7552 2020-07-02 21:55:10,030 - mmaction - INFO - Epoch [233][220/940] lr: 8.612e-03, eta: 2:47:56, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.7842, loss: 1.7842 2020-07-02 21:55:18,886 - mmaction - INFO - Epoch [233][240/940] lr: 8.612e-03, eta: 2:47:47, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7181, loss: 1.7181 2020-07-02 21:55:27,730 - mmaction - INFO - Epoch [233][260/940] lr: 8.612e-03, eta: 2:47:38, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6627, loss: 1.6627 2020-07-02 21:55:36,505 - mmaction - INFO - Epoch [233][280/940] lr: 8.612e-03, eta: 2:47:29, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5904, loss: 1.5904 2020-07-02 21:55:45,715 - mmaction - INFO - Epoch [233][300/940] lr: 8.612e-03, eta: 2:47:20, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5439, loss: 1.5439 2020-07-02 21:55:54,593 - mmaction - INFO - Epoch [233][320/940] lr: 8.612e-03, eta: 2:47:11, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6679, loss: 1.6679 2020-07-02 21:56:03,314 - mmaction - INFO - Epoch [233][340/940] lr: 8.612e-03, eta: 2:47:02, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.5638, loss: 1.5638 2020-07-02 21:56:12,063 - mmaction - INFO - Epoch [233][360/940] lr: 8.612e-03, eta: 2:46:53, time: 0.438, data_time: 0.004, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7844, loss_cls: 1.8449, loss: 1.8449 2020-07-02 21:56:20,826 - mmaction - INFO - Epoch [233][380/940] lr: 8.612e-03, eta: 2:46:44, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8156, loss_cls: 1.5436, loss: 1.5436 2020-07-02 21:56:29,604 - mmaction - INFO - Epoch [233][400/940] lr: 8.612e-03, eta: 2:46:35, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7195, loss: 1.7195 2020-07-02 21:56:38,434 - mmaction - INFO - Epoch [233][420/940] lr: 8.612e-03, eta: 2:46:26, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5803, loss: 1.5803 2020-07-02 21:56:47,179 - mmaction - INFO - Epoch [233][440/940] lr: 8.612e-03, eta: 2:46:17, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.6415, loss: 1.6415 2020-07-02 21:56:56,458 - mmaction - INFO - Epoch [233][460/940] lr: 8.612e-03, eta: 2:46:08, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.7284, loss: 1.7284 2020-07-02 21:57:05,249 - mmaction - INFO - Epoch [233][480/940] lr: 8.612e-03, eta: 2:45:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5913, loss: 1.5913 2020-07-02 21:57:13,965 - mmaction - INFO - Epoch [233][500/940] lr: 8.612e-03, eta: 2:45:49, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.6934, loss: 1.6934 2020-07-02 21:57:22,739 - mmaction - INFO - Epoch [233][520/940] lr: 8.612e-03, eta: 2:45:40, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8114, loss: 1.8114 2020-07-02 21:57:31,933 - mmaction - INFO - Epoch [233][540/940] lr: 8.612e-03, eta: 2:45:31, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7821, loss: 1.7821 2020-07-02 21:57:40,751 - mmaction - INFO - Epoch [233][560/940] lr: 8.612e-03, eta: 2:45:22, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7781, loss_cls: 1.8152, loss: 1.8152 2020-07-02 21:57:49,539 - mmaction - INFO - Epoch [233][580/940] lr: 8.612e-03, eta: 2:45:13, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5015, loss: 1.5015 2020-07-02 21:57:58,283 - mmaction - INFO - Epoch [233][600/940] lr: 8.612e-03, eta: 2:45:04, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8531, loss_cls: 1.6478, loss: 1.6478 2020-07-02 21:58:07,057 - mmaction - INFO - Epoch [233][620/940] lr: 8.612e-03, eta: 2:44:55, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.7437, loss: 1.7437 2020-07-02 21:58:15,801 - mmaction - INFO - Epoch [233][640/940] lr: 8.612e-03, eta: 2:44:46, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.6474, loss: 1.6474 2020-07-02 21:58:24,615 - mmaction - INFO - Epoch [233][660/940] lr: 8.612e-03, eta: 2:44:37, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.4553, loss: 1.4553 2020-07-02 21:58:33,420 - mmaction - INFO - Epoch [233][680/940] lr: 8.612e-03, eta: 2:44:28, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6132, loss: 1.6132 2020-07-02 21:58:42,153 - mmaction - INFO - Epoch [233][700/940] lr: 8.612e-03, eta: 2:44:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7812, loss_cls: 1.7965, loss: 1.7965 2020-07-02 21:58:50,934 - mmaction - INFO - Epoch [233][720/940] lr: 8.612e-03, eta: 2:44:10, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.6817, loss: 1.6817 2020-07-02 21:58:59,693 - mmaction - INFO - Epoch [233][740/940] lr: 8.612e-03, eta: 2:44:01, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5818, loss: 1.5818 2020-07-02 21:59:08,907 - mmaction - INFO - Epoch [233][760/940] lr: 8.612e-03, eta: 2:43:52, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7656, loss_cls: 1.7820, loss: 1.7820 2020-07-02 21:59:17,619 - mmaction - INFO - Epoch [233][780/940] lr: 8.612e-03, eta: 2:43:43, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.8218, loss: 1.8218 2020-07-02 21:59:26,416 - mmaction - INFO - Epoch [233][800/940] lr: 8.612e-03, eta: 2:43:34, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7241, loss: 1.7241 2020-07-02 21:59:35,141 - mmaction - INFO - Epoch [233][820/940] lr: 8.612e-03, eta: 2:43:25, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7781, loss_cls: 1.8361, loss: 1.8361 2020-07-02 21:59:44,342 - mmaction - INFO - Epoch [233][840/940] lr: 8.612e-03, eta: 2:43:16, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.5966, loss: 1.5966 2020-07-02 21:59:53,489 - mmaction - INFO - Epoch [233][860/940] lr: 8.612e-03, eta: 2:43:07, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7024, loss: 1.7024 2020-07-02 22:00:02,299 - mmaction - INFO - Epoch [233][880/940] lr: 8.612e-03, eta: 2:42:58, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.7487, loss: 1.7487 2020-07-02 22:00:20,926 - mmaction - INFO - Epoch [233][900/940] lr: 8.612e-03, eta: 2:42:50, time: 0.927, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4702, loss: 1.4702 2020-07-02 22:00:30,254 - mmaction - INFO - Epoch [233][920/940] lr: 8.612e-03, eta: 2:42:41, time: 0.471, data_time: 0.011, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7814, loss: 1.7814 2020-07-02 22:00:38,691 - mmaction - INFO - Epoch [233][940/940] lr: 8.612e-03, eta: 2:42:32, time: 0.422, data_time: 0.001, memory: 6328, top1_acc: 0.5974, top5_acc: 0.8182, loss_cls: 1.5893, loss: 1.5893 2020-07-02 22:00:56,607 - mmaction - INFO - Epoch [234][20/940] lr: 7.914e-03, eta: 2:42:23, time: 0.868, data_time: 0.415, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.5934, loss: 1.5934 2020-07-02 22:01:05,386 - mmaction - INFO - Epoch [234][40/940] lr: 7.914e-03, eta: 2:42:14, time: 0.439, data_time: 0.004, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8344, loss_cls: 1.5364, loss: 1.5364 2020-07-02 22:01:14,179 - mmaction - INFO - Epoch [234][60/940] lr: 7.914e-03, eta: 2:42:05, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.6077, loss: 1.6077 2020-07-02 22:01:23,020 - mmaction - INFO - Epoch [234][80/940] lr: 7.914e-03, eta: 2:41:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5268, loss: 1.5268 2020-07-02 22:01:31,783 - mmaction - INFO - Epoch [234][100/940] lr: 7.914e-03, eta: 2:41:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.6893, loss: 1.6893 2020-07-02 22:01:40,576 - mmaction - INFO - Epoch [234][120/940] lr: 7.914e-03, eta: 2:41:38, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5520, loss: 1.5520 2020-07-02 22:01:49,777 - mmaction - INFO - Epoch [234][140/940] lr: 7.914e-03, eta: 2:41:29, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6205, loss: 1.6205 2020-07-02 22:01:58,959 - mmaction - INFO - Epoch [234][160/940] lr: 7.914e-03, eta: 2:41:20, time: 0.458, data_time: 0.000, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.5926, loss: 1.5926 2020-07-02 22:02:07,697 - mmaction - INFO - Epoch [234][180/940] lr: 7.914e-03, eta: 2:41:11, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5409, loss: 1.5409 2020-07-02 22:02:16,509 - mmaction - INFO - Epoch [234][200/940] lr: 7.914e-03, eta: 2:41:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3716, loss: 1.3716 2020-07-02 22:02:25,260 - mmaction - INFO - Epoch [234][220/940] lr: 7.914e-03, eta: 2:40:53, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4341, loss: 1.4341 2020-07-02 22:02:34,044 - mmaction - INFO - Epoch [234][240/940] lr: 7.914e-03, eta: 2:40:44, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7137, loss: 1.7137 2020-07-02 22:02:42,831 - mmaction - INFO - Epoch [234][260/940] lr: 7.914e-03, eta: 2:40:35, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.3471, loss: 1.3471 2020-07-02 22:02:51,654 - mmaction - INFO - Epoch [234][280/940] lr: 7.914e-03, eta: 2:40:26, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5582, loss: 1.5582 2020-07-02 22:03:00,425 - mmaction - INFO - Epoch [234][300/940] lr: 7.914e-03, eta: 2:40:17, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.6942, loss: 1.6942 2020-07-02 22:03:09,236 - mmaction - INFO - Epoch [234][320/940] lr: 7.914e-03, eta: 2:40:08, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.7815, loss: 1.7815 2020-07-02 22:03:18,078 - mmaction - INFO - Epoch [234][340/940] lr: 7.914e-03, eta: 2:39:59, time: 0.444, data_time: 0.004, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.6487, loss: 1.6487 2020-07-02 22:03:27,008 - mmaction - INFO - Epoch [234][360/940] lr: 7.914e-03, eta: 2:39:50, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8094, loss_cls: 1.6871, loss: 1.6871 2020-07-02 22:03:35,860 - mmaction - INFO - Epoch [234][380/940] lr: 7.914e-03, eta: 2:39:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8281, loss_cls: 1.6122, loss: 1.6122 2020-07-02 22:03:44,742 - mmaction - INFO - Epoch [234][400/940] lr: 7.914e-03, eta: 2:39:32, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8959, loss: 1.8959 2020-07-02 22:03:53,625 - mmaction - INFO - Epoch [234][420/940] lr: 7.914e-03, eta: 2:39:23, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7998, loss: 1.7998 2020-07-02 22:04:02,797 - mmaction - INFO - Epoch [234][440/940] lr: 7.914e-03, eta: 2:39:14, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6138, loss: 1.6138 2020-07-02 22:04:11,610 - mmaction - INFO - Epoch [234][460/940] lr: 7.914e-03, eta: 2:39:05, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.6361, loss: 1.6361 2020-07-02 22:04:20,474 - mmaction - INFO - Epoch [234][480/940] lr: 7.914e-03, eta: 2:38:56, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8313, loss_cls: 1.7051, loss: 1.7051 2020-07-02 22:04:29,236 - mmaction - INFO - Epoch [234][500/940] lr: 7.914e-03, eta: 2:38:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.7549, loss: 1.7549 2020-07-02 22:04:38,799 - mmaction - INFO - Epoch [234][520/940] lr: 7.914e-03, eta: 2:38:38, time: 0.479, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.6952, loss: 1.6952 2020-07-02 22:04:47,623 - mmaction - INFO - Epoch [234][540/940] lr: 7.914e-03, eta: 2:38:28, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7644, loss: 1.7644 2020-07-02 22:04:56,397 - mmaction - INFO - Epoch [234][560/940] lr: 7.914e-03, eta: 2:38:19, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.7933, loss: 1.7933 2020-07-02 22:05:05,240 - mmaction - INFO - Epoch [234][580/940] lr: 7.914e-03, eta: 2:38:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.6719, loss: 1.6719 2020-07-02 22:05:13,962 - mmaction - INFO - Epoch [234][600/940] lr: 7.914e-03, eta: 2:38:01, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7665, loss: 1.7665 2020-07-02 22:05:23,232 - mmaction - INFO - Epoch [234][620/940] lr: 7.914e-03, eta: 2:37:52, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.6808, loss: 1.6808 2020-07-02 22:05:32,018 - mmaction - INFO - Epoch [234][640/940] lr: 7.914e-03, eta: 2:37:43, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.6951, loss: 1.6951 2020-07-02 22:05:40,774 - mmaction - INFO - Epoch [234][660/940] lr: 7.914e-03, eta: 2:37:34, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4921, loss: 1.4921 2020-07-02 22:05:49,556 - mmaction - INFO - Epoch [234][680/940] lr: 7.914e-03, eta: 2:37:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6101, loss: 1.6101 2020-07-02 22:05:58,330 - mmaction - INFO - Epoch [234][700/940] lr: 7.914e-03, eta: 2:37:16, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7555, loss: 1.7555 2020-07-02 22:06:07,150 - mmaction - INFO - Epoch [234][720/940] lr: 7.914e-03, eta: 2:37:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4603, loss: 1.4603 2020-07-02 22:06:15,877 - mmaction - INFO - Epoch [234][740/940] lr: 7.914e-03, eta: 2:36:58, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.7265, loss: 1.7265 2020-07-02 22:06:25,093 - mmaction - INFO - Epoch [234][760/940] lr: 7.914e-03, eta: 2:36:49, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7750, loss_cls: 1.8564, loss: 1.8564 2020-07-02 22:06:33,849 - mmaction - INFO - Epoch [234][780/940] lr: 7.914e-03, eta: 2:36:40, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7371, loss: 1.7371 2020-07-02 22:06:42,646 - mmaction - INFO - Epoch [234][800/940] lr: 7.914e-03, eta: 2:36:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7937, loss_cls: 1.6601, loss: 1.6601 2020-07-02 22:06:51,378 - mmaction - INFO - Epoch [234][820/940] lr: 7.914e-03, eta: 2:36:22, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7140, loss: 1.7140 2020-07-02 22:07:00,208 - mmaction - INFO - Epoch [234][840/940] lr: 7.914e-03, eta: 2:36:13, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.6896, loss: 1.6896 2020-07-02 22:07:09,064 - mmaction - INFO - Epoch [234][860/940] lr: 7.914e-03, eta: 2:36:04, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7152, loss: 1.7152 2020-07-02 22:07:17,872 - mmaction - INFO - Epoch [234][880/940] lr: 7.914e-03, eta: 2:35:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.7114, loss: 1.7114 2020-07-02 22:07:26,635 - mmaction - INFO - Epoch [234][900/940] lr: 7.914e-03, eta: 2:35:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6969, loss: 1.6969 2020-07-02 22:07:35,445 - mmaction - INFO - Epoch [234][920/940] lr: 7.914e-03, eta: 2:35:37, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.5680, loss: 1.5680 2020-07-02 22:07:43,842 - mmaction - INFO - Epoch [234][940/940] lr: 7.914e-03, eta: 2:35:28, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.6104, top5_acc: 0.7825, loss_cls: 1.7569, loss: 1.7569 2020-07-02 22:07:58,426 - mmaction - INFO - Epoch [235][20/940] lr: 7.245e-03, eta: 2:35:19, time: 0.711, data_time: 0.271, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8156, loss_cls: 1.5483, loss: 1.5483 2020-07-02 22:08:07,154 - mmaction - INFO - Epoch [235][40/940] lr: 7.245e-03, eta: 2:35:10, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7656, loss_cls: 1.7688, loss: 1.7688 2020-07-02 22:08:15,935 - mmaction - INFO - Epoch [235][60/940] lr: 7.245e-03, eta: 2:35:01, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.5377, loss: 1.5377 2020-07-02 22:08:24,683 - mmaction - INFO - Epoch [235][80/940] lr: 7.245e-03, eta: 2:34:52, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6237, loss: 1.6237 2020-07-02 22:08:33,518 - mmaction - INFO - Epoch [235][100/940] lr: 7.245e-03, eta: 2:34:43, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7781, loss_cls: 1.7912, loss: 1.7912 2020-07-02 22:08:42,412 - mmaction - INFO - Epoch [235][120/940] lr: 7.245e-03, eta: 2:34:34, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8207, loss: 1.8207 2020-07-02 22:08:51,229 - mmaction - INFO - Epoch [235][140/940] lr: 7.245e-03, eta: 2:34:25, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.6813, loss: 1.6813 2020-07-02 22:09:00,018 - mmaction - INFO - Epoch [235][160/940] lr: 7.245e-03, eta: 2:34:16, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4011, loss: 1.4011 2020-07-02 22:09:08,865 - mmaction - INFO - Epoch [235][180/940] lr: 7.245e-03, eta: 2:34:07, time: 0.443, data_time: 0.003, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.4601, loss: 1.4601 2020-07-02 22:09:17,740 - mmaction - INFO - Epoch [235][200/940] lr: 7.245e-03, eta: 2:33:58, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4738, loss: 1.4738 2020-07-02 22:09:26,512 - mmaction - INFO - Epoch [235][220/940] lr: 7.245e-03, eta: 2:33:49, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6630, loss: 1.6630 2020-07-02 22:09:35,896 - mmaction - INFO - Epoch [235][240/940] lr: 7.245e-03, eta: 2:33:40, time: 0.471, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.5956, loss: 1.5956 2020-07-02 22:09:45,104 - mmaction - INFO - Epoch [235][260/940] lr: 7.245e-03, eta: 2:33:31, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.6879, loss: 1.6879 2020-07-02 22:09:54,451 - mmaction - INFO - Epoch [235][280/940] lr: 7.245e-03, eta: 2:33:22, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.7315, loss: 1.7315 2020-07-02 22:10:03,234 - mmaction - INFO - Epoch [235][300/940] lr: 7.245e-03, eta: 2:33:13, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4934, loss: 1.4934 2020-07-02 22:10:12,056 - mmaction - INFO - Epoch [235][320/940] lr: 7.245e-03, eta: 2:33:04, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8000, loss_cls: 1.5866, loss: 1.5866 2020-07-02 22:10:21,314 - mmaction - INFO - Epoch [235][340/940] lr: 7.245e-03, eta: 2:32:55, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6450, loss: 1.6450 2020-07-02 22:10:30,084 - mmaction - INFO - Epoch [235][360/940] lr: 7.245e-03, eta: 2:32:46, time: 0.438, data_time: 0.003, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5789, loss: 1.5789 2020-07-02 22:10:39,422 - mmaction - INFO - Epoch [235][380/940] lr: 7.245e-03, eta: 2:32:37, time: 0.467, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8219, loss_cls: 1.5498, loss: 1.5498 2020-07-02 22:10:48,470 - mmaction - INFO - Epoch [235][400/940] lr: 7.245e-03, eta: 2:32:28, time: 0.452, data_time: 0.006, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6119, loss: 1.6119 2020-07-02 22:10:57,342 - mmaction - INFO - Epoch [235][420/940] lr: 7.245e-03, eta: 2:32:19, time: 0.444, data_time: 0.006, memory: 6328, top1_acc: 0.6094, top5_acc: 0.7750, loss_cls: 1.7110, loss: 1.7110 2020-07-02 22:11:06,409 - mmaction - INFO - Epoch [235][440/940] lr: 7.245e-03, eta: 2:32:10, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3752, loss: 1.3752 2020-07-02 22:11:15,372 - mmaction - INFO - Epoch [235][460/940] lr: 7.245e-03, eta: 2:32:01, time: 0.448, data_time: 0.005, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.5039, loss: 1.5039 2020-07-02 22:11:24,281 - mmaction - INFO - Epoch [235][480/940] lr: 7.245e-03, eta: 2:31:51, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7812, loss_cls: 1.7993, loss: 1.7993 2020-07-02 22:11:33,251 - mmaction - INFO - Epoch [235][500/940] lr: 7.245e-03, eta: 2:31:42, time: 0.449, data_time: 0.005, memory: 6328, top1_acc: 0.6406, top5_acc: 0.7719, loss_cls: 1.6212, loss: 1.6212 2020-07-02 22:11:42,047 - mmaction - INFO - Epoch [235][520/940] lr: 7.245e-03, eta: 2:31:33, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5591, loss: 1.5591 2020-07-02 22:11:50,814 - mmaction - INFO - Epoch [235][540/940] lr: 7.245e-03, eta: 2:31:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8031, loss: 1.8031 2020-07-02 22:11:59,522 - mmaction - INFO - Epoch [235][560/940] lr: 7.245e-03, eta: 2:31:15, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.7812, loss_cls: 1.7588, loss: 1.7588 2020-07-02 22:12:08,336 - mmaction - INFO - Epoch [235][580/940] lr: 7.245e-03, eta: 2:31:06, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5490, loss: 1.5490 2020-07-02 22:12:17,225 - mmaction - INFO - Epoch [235][600/940] lr: 7.245e-03, eta: 2:30:57, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.6032, loss: 1.6032 2020-07-02 22:12:25,968 - mmaction - INFO - Epoch [235][620/940] lr: 7.245e-03, eta: 2:30:48, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.5918, loss: 1.5918 2020-07-02 22:12:35,219 - mmaction - INFO - Epoch [235][640/940] lr: 7.245e-03, eta: 2:30:39, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.7969, loss_cls: 1.6770, loss: 1.6770 2020-07-02 22:12:44,064 - mmaction - INFO - Epoch [235][660/940] lr: 7.245e-03, eta: 2:30:30, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4400, loss: 1.4400 2020-07-02 22:12:52,867 - mmaction - INFO - Epoch [235][680/940] lr: 7.245e-03, eta: 2:30:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.5424, loss: 1.5424 2020-07-02 22:13:01,630 - mmaction - INFO - Epoch [235][700/940] lr: 7.245e-03, eta: 2:30:12, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8063, loss_cls: 1.6076, loss: 1.6076 2020-07-02 22:13:10,456 - mmaction - INFO - Epoch [235][720/940] lr: 7.245e-03, eta: 2:30:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8156, loss_cls: 1.5172, loss: 1.5172 2020-07-02 22:13:19,758 - mmaction - INFO - Epoch [235][740/940] lr: 7.245e-03, eta: 2:29:54, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6512, loss: 1.6512 2020-07-02 22:13:28,581 - mmaction - INFO - Epoch [235][760/940] lr: 7.245e-03, eta: 2:29:45, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.5015, loss: 1.5015 2020-07-02 22:13:37,389 - mmaction - INFO - Epoch [235][780/940] lr: 7.245e-03, eta: 2:29:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7441, loss: 1.7441 2020-07-02 22:13:46,387 - mmaction - INFO - Epoch [235][800/940] lr: 7.245e-03, eta: 2:29:27, time: 0.451, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.5723, loss: 1.5723 2020-07-02 22:13:55,189 - mmaction - INFO - Epoch [235][820/940] lr: 7.245e-03, eta: 2:29:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5132, loss: 1.5132 2020-07-02 22:14:04,038 - mmaction - INFO - Epoch [235][840/940] lr: 7.245e-03, eta: 2:29:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.7029, loss: 1.7029 2020-07-02 22:14:12,866 - mmaction - INFO - Epoch [235][860/940] lr: 7.245e-03, eta: 2:29:00, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6197, loss: 1.6197 2020-07-02 22:14:21,631 - mmaction - INFO - Epoch [235][880/940] lr: 7.245e-03, eta: 2:28:51, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8000, loss_cls: 1.6031, loss: 1.6031 2020-07-02 22:14:30,469 - mmaction - INFO - Epoch [235][900/940] lr: 7.245e-03, eta: 2:28:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.9309, loss: 1.9309 2020-07-02 22:14:39,234 - mmaction - INFO - Epoch [235][920/940] lr: 7.245e-03, eta: 2:28:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5733, loss: 1.5733 2020-07-02 22:14:47,567 - mmaction - INFO - Epoch [235][940/940] lr: 7.245e-03, eta: 2:28:24, time: 0.417, data_time: 0.001, memory: 6328, top1_acc: 0.6688, top5_acc: 0.8474, loss_cls: 1.4087, loss: 1.4087 2020-07-02 22:15:05,164 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 22:15:06,043 - mmaction - INFO - top1_acc 0.6409 top5_acc 0.8495 2020-07-02 22:15:06,044 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 22:15:06,110 - mmaction - INFO - mean_acc 0.6408 2020-07-02 22:15:06,119 - mmaction - INFO - Epoch [235][940/940] lr: 7.245e-03, top1_acc: 0.6409, top5_acc: 0.8495, mean_class_accuracy: 0.6408 2020-07-02 22:15:18,835 - mmaction - INFO - Epoch [236][20/940] lr: 6.605e-03, eta: 2:28:15, time: 0.634, data_time: 0.191, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7381, loss: 1.7381 2020-07-02 22:15:27,669 - mmaction - INFO - Epoch [236][40/940] lr: 6.605e-03, eta: 2:28:06, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7692, loss: 1.7692 2020-07-02 22:15:36,419 - mmaction - INFO - Epoch [236][60/940] lr: 6.605e-03, eta: 2:27:57, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7906, loss_cls: 1.6560, loss: 1.6560 2020-07-02 22:15:45,574 - mmaction - INFO - Epoch [236][80/940] lr: 6.605e-03, eta: 2:27:48, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4578, loss: 1.4578 2020-07-02 22:15:54,510 - mmaction - INFO - Epoch [236][100/940] lr: 6.605e-03, eta: 2:27:39, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.7906, loss_cls: 1.7423, loss: 1.7423 2020-07-02 22:16:03,315 - mmaction - INFO - Epoch [236][120/940] lr: 6.605e-03, eta: 2:27:30, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5639, loss: 1.5639 2020-07-02 22:16:12,160 - mmaction - INFO - Epoch [236][140/940] lr: 6.605e-03, eta: 2:27:21, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7111, loss: 1.7111 2020-07-02 22:16:20,935 - mmaction - INFO - Epoch [236][160/940] lr: 6.605e-03, eta: 2:27:12, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.6884, loss: 1.6884 2020-07-02 22:16:29,691 - mmaction - INFO - Epoch [236][180/940] lr: 6.605e-03, eta: 2:27:03, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.7978, loss: 1.7978 2020-07-02 22:16:38,652 - mmaction - INFO - Epoch [236][200/940] lr: 6.605e-03, eta: 2:26:54, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4472, loss: 1.4472 2020-07-02 22:16:47,431 - mmaction - INFO - Epoch [236][220/940] lr: 6.605e-03, eta: 2:26:45, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7688, loss_cls: 1.8117, loss: 1.8117 2020-07-02 22:16:56,328 - mmaction - INFO - Epoch [236][240/940] lr: 6.605e-03, eta: 2:26:36, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5044, loss: 1.5044 2020-07-02 22:17:05,075 - mmaction - INFO - Epoch [236][260/940] lr: 6.605e-03, eta: 2:26:26, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4646, loss: 1.4646 2020-07-02 22:17:14,095 - mmaction - INFO - Epoch [236][280/940] lr: 6.605e-03, eta: 2:26:17, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.7490, loss: 1.7490 2020-07-02 22:17:22,892 - mmaction - INFO - Epoch [236][300/940] lr: 6.605e-03, eta: 2:26:08, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.6779, loss: 1.6779 2020-07-02 22:17:31,826 - mmaction - INFO - Epoch [236][320/940] lr: 6.605e-03, eta: 2:25:59, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7844, loss_cls: 1.6507, loss: 1.6507 2020-07-02 22:17:40,646 - mmaction - INFO - Epoch [236][340/940] lr: 6.605e-03, eta: 2:25:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8547, loss: 1.8547 2020-07-02 22:17:49,955 - mmaction - INFO - Epoch [236][360/940] lr: 6.605e-03, eta: 2:25:41, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.6695, loss: 1.6695 2020-07-02 22:17:58,722 - mmaction - INFO - Epoch [236][380/940] lr: 6.605e-03, eta: 2:25:32, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.5124, loss: 1.5124 2020-07-02 22:18:08,350 - mmaction - INFO - Epoch [236][400/940] lr: 6.605e-03, eta: 2:25:23, time: 0.481, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.7328, loss: 1.7328 2020-07-02 22:18:17,214 - mmaction - INFO - Epoch [236][420/940] lr: 6.605e-03, eta: 2:25:14, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.5674, loss: 1.5674 2020-07-02 22:18:25,986 - mmaction - INFO - Epoch [236][440/940] lr: 6.605e-03, eta: 2:25:05, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5671, loss: 1.5671 2020-07-02 22:18:34,828 - mmaction - INFO - Epoch [236][460/940] lr: 6.605e-03, eta: 2:24:56, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7750, loss_cls: 1.6986, loss: 1.6986 2020-07-02 22:18:43,609 - mmaction - INFO - Epoch [236][480/940] lr: 6.605e-03, eta: 2:24:47, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.8101, loss: 1.8101 2020-07-02 22:18:52,381 - mmaction - INFO - Epoch [236][500/940] lr: 6.605e-03, eta: 2:24:38, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.7371, loss: 1.7371 2020-07-02 22:19:01,072 - mmaction - INFO - Epoch [236][520/940] lr: 6.605e-03, eta: 2:24:29, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5465, loss: 1.5465 2020-07-02 22:19:09,890 - mmaction - INFO - Epoch [236][540/940] lr: 6.605e-03, eta: 2:24:20, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8031, loss_cls: 1.6543, loss: 1.6543 2020-07-02 22:19:18,623 - mmaction - INFO - Epoch [236][560/940] lr: 6.605e-03, eta: 2:24:11, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6631, loss: 1.6631 2020-07-02 22:19:27,435 - mmaction - INFO - Epoch [236][580/940] lr: 6.605e-03, eta: 2:24:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.6716, loss: 1.6716 2020-07-02 22:19:36,305 - mmaction - INFO - Epoch [236][600/940] lr: 6.605e-03, eta: 2:23:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5594, loss: 1.5594 2020-07-02 22:19:45,034 - mmaction - INFO - Epoch [236][620/940] lr: 6.605e-03, eta: 2:23:44, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.6209, loss: 1.6209 2020-07-02 22:19:53,775 - mmaction - INFO - Epoch [236][640/940] lr: 6.605e-03, eta: 2:23:35, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.5702, loss: 1.5702 2020-07-02 22:20:02,596 - mmaction - INFO - Epoch [236][660/940] lr: 6.605e-03, eta: 2:23:26, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5390, loss: 1.5390 2020-07-02 22:20:11,430 - mmaction - INFO - Epoch [236][680/940] lr: 6.605e-03, eta: 2:23:17, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.5913, loss: 1.5913 2020-07-02 22:20:20,166 - mmaction - INFO - Epoch [236][700/940] lr: 6.605e-03, eta: 2:23:08, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.7398, loss: 1.7398 2020-07-02 22:20:28,865 - mmaction - INFO - Epoch [236][720/940] lr: 6.605e-03, eta: 2:22:59, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.7382, loss: 1.7382 2020-07-02 22:20:37,681 - mmaction - INFO - Epoch [236][740/940] lr: 6.605e-03, eta: 2:22:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5779, loss: 1.5779 2020-07-02 22:20:46,399 - mmaction - INFO - Epoch [236][760/940] lr: 6.605e-03, eta: 2:22:41, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5758, loss: 1.5758 2020-07-02 22:20:55,720 - mmaction - INFO - Epoch [236][780/940] lr: 6.605e-03, eta: 2:22:32, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7702, loss: 1.7702 2020-07-02 22:21:04,512 - mmaction - INFO - Epoch [236][800/940] lr: 6.605e-03, eta: 2:22:23, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.7906, loss_cls: 1.6520, loss: 1.6520 2020-07-02 22:21:13,283 - mmaction - INFO - Epoch [236][820/940] lr: 6.605e-03, eta: 2:22:13, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.5836, loss: 1.5836 2020-07-02 22:21:22,126 - mmaction - INFO - Epoch [236][840/940] lr: 6.605e-03, eta: 2:22:04, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6191, loss: 1.6191 2020-07-02 22:21:30,913 - mmaction - INFO - Epoch [236][860/940] lr: 6.605e-03, eta: 2:21:55, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.7688, loss_cls: 1.7438, loss: 1.7438 2020-07-02 22:21:39,646 - mmaction - INFO - Epoch [236][880/940] lr: 6.605e-03, eta: 2:21:46, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8063, loss_cls: 1.6024, loss: 1.6024 2020-07-02 22:21:48,351 - mmaction - INFO - Epoch [236][900/940] lr: 6.605e-03, eta: 2:21:37, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3701, loss: 1.3701 2020-07-02 22:21:57,072 - mmaction - INFO - Epoch [236][920/940] lr: 6.605e-03, eta: 2:21:28, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7813, loss: 1.7813 2020-07-02 22:22:05,470 - mmaction - INFO - Epoch [236][940/940] lr: 6.605e-03, eta: 2:21:19, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.6201, top5_acc: 0.8117, loss_cls: 1.6351, loss: 1.6351 2020-07-02 22:22:05,813 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-07-02 22:22:21,998 - mmaction - INFO - Epoch [237][20/940] lr: 5.994e-03, eta: 2:21:11, time: 0.691, data_time: 0.195, memory: 6328, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8029, loss: 1.8029 2020-07-02 22:22:30,794 - mmaction - INFO - Epoch [237][40/940] lr: 5.994e-03, eta: 2:21:02, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5823, loss: 1.5823 2020-07-02 22:22:39,636 - mmaction - INFO - Epoch [237][60/940] lr: 5.994e-03, eta: 2:20:53, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6470, loss: 1.6470 2020-07-02 22:22:48,437 - mmaction - INFO - Epoch [237][80/940] lr: 5.994e-03, eta: 2:20:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.7937, loss_cls: 1.7680, loss: 1.7680 2020-07-02 22:22:57,182 - mmaction - INFO - Epoch [237][100/940] lr: 5.994e-03, eta: 2:20:34, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7906, loss_cls: 1.7121, loss: 1.7121 2020-07-02 22:23:05,970 - mmaction - INFO - Epoch [237][120/940] lr: 5.994e-03, eta: 2:20:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6248, loss: 1.6248 2020-07-02 22:23:14,778 - mmaction - INFO - Epoch [237][140/940] lr: 5.994e-03, eta: 2:20:16, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8031, loss_cls: 1.6010, loss: 1.6010 2020-07-02 22:23:23,591 - mmaction - INFO - Epoch [237][160/940] lr: 5.994e-03, eta: 2:20:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6381, loss: 1.6381 2020-07-02 22:23:32,896 - mmaction - INFO - Epoch [237][180/940] lr: 5.994e-03, eta: 2:19:58, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.5527, loss: 1.5527 2020-07-02 22:23:42,139 - mmaction - INFO - Epoch [237][200/940] lr: 5.994e-03, eta: 2:19:49, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4997, loss: 1.4997 2020-07-02 22:23:50,893 - mmaction - INFO - Epoch [237][220/940] lr: 5.994e-03, eta: 2:19:40, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.7844, loss_cls: 1.6589, loss: 1.6589 2020-07-02 22:23:59,675 - mmaction - INFO - Epoch [237][240/940] lr: 5.994e-03, eta: 2:19:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.4774, loss: 1.4774 2020-07-02 22:24:08,721 - mmaction - INFO - Epoch [237][260/940] lr: 5.994e-03, eta: 2:19:22, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6385, loss: 1.6385 2020-07-02 22:24:17,570 - mmaction - INFO - Epoch [237][280/940] lr: 5.994e-03, eta: 2:19:13, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.5685, loss: 1.5685 2020-07-02 22:24:26,404 - mmaction - INFO - Epoch [237][300/940] lr: 5.994e-03, eta: 2:19:04, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8594, loss_cls: 1.5224, loss: 1.5224 2020-07-02 22:24:35,190 - mmaction - INFO - Epoch [237][320/940] lr: 5.994e-03, eta: 2:18:55, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.6582, loss: 1.6582 2020-07-02 22:24:43,940 - mmaction - INFO - Epoch [237][340/940] lr: 5.994e-03, eta: 2:18:46, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6393, loss: 1.6393 2020-07-02 22:24:52,787 - mmaction - INFO - Epoch [237][360/940] lr: 5.994e-03, eta: 2:18:37, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8094, loss_cls: 1.6624, loss: 1.6624 2020-07-02 22:25:01,571 - mmaction - INFO - Epoch [237][380/940] lr: 5.994e-03, eta: 2:18:28, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6533, loss: 1.6533 2020-07-02 22:25:10,359 - mmaction - INFO - Epoch [237][400/940] lr: 5.994e-03, eta: 2:18:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5554, loss: 1.5554 2020-07-02 22:25:19,663 - mmaction - INFO - Epoch [237][420/940] lr: 5.994e-03, eta: 2:18:10, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5549, loss: 1.5549 2020-07-02 22:25:28,456 - mmaction - INFO - Epoch [237][440/940] lr: 5.994e-03, eta: 2:18:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5802, loss: 1.5802 2020-07-02 22:25:37,388 - mmaction - INFO - Epoch [237][460/940] lr: 5.994e-03, eta: 2:17:52, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.5148, loss: 1.5148 2020-07-02 22:25:46,151 - mmaction - INFO - Epoch [237][480/940] lr: 5.994e-03, eta: 2:17:43, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5657, loss: 1.5657 2020-07-02 22:25:55,436 - mmaction - INFO - Epoch [237][500/940] lr: 5.994e-03, eta: 2:17:34, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7937, loss_cls: 1.7445, loss: 1.7445 2020-07-02 22:26:04,225 - mmaction - INFO - Epoch [237][520/940] lr: 5.994e-03, eta: 2:17:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.6749, loss: 1.6749 2020-07-02 22:26:13,559 - mmaction - INFO - Epoch [237][540/940] lr: 5.994e-03, eta: 2:17:16, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5856, loss: 1.5856 2020-07-02 22:26:22,416 - mmaction - INFO - Epoch [237][560/940] lr: 5.994e-03, eta: 2:17:07, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6097, loss: 1.6097 2020-07-02 22:26:31,225 - mmaction - INFO - Epoch [237][580/940] lr: 5.994e-03, eta: 2:16:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8031, loss_cls: 1.7223, loss: 1.7223 2020-07-02 22:26:40,054 - mmaction - INFO - Epoch [237][600/940] lr: 5.994e-03, eta: 2:16:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.6393, loss: 1.6393 2020-07-02 22:26:48,829 - mmaction - INFO - Epoch [237][620/940] lr: 5.994e-03, eta: 2:16:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.7937, loss_cls: 1.6650, loss: 1.6650 2020-07-02 22:26:58,139 - mmaction - INFO - Epoch [237][640/940] lr: 5.994e-03, eta: 2:16:31, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8063, loss_cls: 1.6396, loss: 1.6396 2020-07-02 22:27:06,895 - mmaction - INFO - Epoch [237][660/940] lr: 5.994e-03, eta: 2:16:22, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4228, loss: 1.4228 2020-07-02 22:27:15,664 - mmaction - INFO - Epoch [237][680/940] lr: 5.994e-03, eta: 2:16:13, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.4161, loss: 1.4161 2020-07-02 22:27:24,542 - mmaction - INFO - Epoch [237][700/940] lr: 5.994e-03, eta: 2:16:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5464, loss: 1.5464 2020-07-02 22:27:33,373 - mmaction - INFO - Epoch [237][720/940] lr: 5.994e-03, eta: 2:15:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8125, loss_cls: 1.7176, loss: 1.7176 2020-07-02 22:27:42,259 - mmaction - INFO - Epoch [237][740/940] lr: 5.994e-03, eta: 2:15:45, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.7875, loss_cls: 1.6976, loss: 1.6976 2020-07-02 22:27:51,055 - mmaction - INFO - Epoch [237][760/940] lr: 5.994e-03, eta: 2:15:36, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.5631, loss: 1.5631 2020-07-02 22:27:59,853 - mmaction - INFO - Epoch [237][780/940] lr: 5.994e-03, eta: 2:15:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7578, loss: 1.7578 2020-07-02 22:28:08,597 - mmaction - INFO - Epoch [237][800/940] lr: 5.994e-03, eta: 2:15:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.7272, loss: 1.7272 2020-07-02 22:28:17,372 - mmaction - INFO - Epoch [237][820/940] lr: 5.994e-03, eta: 2:15:09, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.5846, loss: 1.5846 2020-07-02 22:28:26,173 - mmaction - INFO - Epoch [237][840/940] lr: 5.994e-03, eta: 2:15:00, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.5504, loss: 1.5504 2020-07-02 22:28:34,993 - mmaction - INFO - Epoch [237][860/940] lr: 5.994e-03, eta: 2:14:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.6955, loss: 1.6955 2020-07-02 22:28:43,766 - mmaction - INFO - Epoch [237][880/940] lr: 5.994e-03, eta: 2:14:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5600, loss: 1.5600 2020-07-02 22:28:52,596 - mmaction - INFO - Epoch [237][900/940] lr: 5.994e-03, eta: 2:14:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7844, loss_cls: 1.7596, loss: 1.7596 2020-07-02 22:29:01,353 - mmaction - INFO - Epoch [237][920/940] lr: 5.994e-03, eta: 2:14:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7370, loss: 1.7370 2020-07-02 22:29:09,741 - mmaction - INFO - Epoch [237][940/940] lr: 5.994e-03, eta: 2:14:15, time: 0.419, data_time: 0.001, memory: 6328, top1_acc: 0.6039, top5_acc: 0.8149, loss_cls: 1.6611, loss: 1.6611 2020-07-02 22:29:24,725 - mmaction - INFO - Epoch [238][20/940] lr: 5.412e-03, eta: 2:14:06, time: 0.731, data_time: 0.285, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8094, loss_cls: 1.6330, loss: 1.6330 2020-07-02 22:29:33,528 - mmaction - INFO - Epoch [238][40/940] lr: 5.412e-03, eta: 2:13:57, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6828, loss: 1.6828 2020-07-02 22:29:42,303 - mmaction - INFO - Epoch [238][60/940] lr: 5.412e-03, eta: 2:13:48, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.6541, loss: 1.6541 2020-07-02 22:29:51,108 - mmaction - INFO - Epoch [238][80/940] lr: 5.412e-03, eta: 2:13:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8344, loss_cls: 1.4989, loss: 1.4989 2020-07-02 22:29:59,878 - mmaction - INFO - Epoch [238][100/940] lr: 5.412e-03, eta: 2:13:30, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.6482, loss: 1.6482 2020-07-02 22:30:08,672 - mmaction - INFO - Epoch [238][120/940] lr: 5.412e-03, eta: 2:13:21, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.7844, loss_cls: 1.7471, loss: 1.7471 2020-07-02 22:30:17,469 - mmaction - INFO - Epoch [238][140/940] lr: 5.412e-03, eta: 2:13:12, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5203, loss: 1.5203 2020-07-02 22:30:26,224 - mmaction - INFO - Epoch [238][160/940] lr: 5.412e-03, eta: 2:13:03, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.5126, loss: 1.5126 2020-07-02 22:30:34,949 - mmaction - INFO - Epoch [238][180/940] lr: 5.412e-03, eta: 2:12:54, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4941, loss: 1.4941 2020-07-02 22:30:43,768 - mmaction - INFO - Epoch [238][200/940] lr: 5.412e-03, eta: 2:12:45, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.7906, loss_cls: 1.7371, loss: 1.7371 2020-07-02 22:30:52,975 - mmaction - INFO - Epoch [238][220/940] lr: 5.412e-03, eta: 2:12:36, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4807, loss: 1.4807 2020-07-02 22:31:01,788 - mmaction - INFO - Epoch [238][240/940] lr: 5.412e-03, eta: 2:12:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8063, loss_cls: 1.6445, loss: 1.6445 2020-07-02 22:31:10,557 - mmaction - INFO - Epoch [238][260/940] lr: 5.412e-03, eta: 2:12:18, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8594, loss_cls: 1.5246, loss: 1.5246 2020-07-02 22:31:19,293 - mmaction - INFO - Epoch [238][280/940] lr: 5.412e-03, eta: 2:12:09, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5728, loss: 1.5728 2020-07-02 22:31:28,006 - mmaction - INFO - Epoch [238][300/940] lr: 5.412e-03, eta: 2:12:00, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.5449, loss: 1.5449 2020-07-02 22:31:36,671 - mmaction - INFO - Epoch [238][320/940] lr: 5.412e-03, eta: 2:11:51, time: 0.434, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8125, loss_cls: 1.5976, loss: 1.5976 2020-07-02 22:31:46,032 - mmaction - INFO - Epoch [238][340/940] lr: 5.412e-03, eta: 2:11:42, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4230, loss: 1.4230 2020-07-02 22:31:54,829 - mmaction - INFO - Epoch [238][360/940] lr: 5.412e-03, eta: 2:11:33, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.5722, loss: 1.5722 2020-07-02 22:32:03,688 - mmaction - INFO - Epoch [238][380/940] lr: 5.412e-03, eta: 2:11:24, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8406, loss_cls: 1.4169, loss: 1.4169 2020-07-02 22:32:12,430 - mmaction - INFO - Epoch [238][400/940] lr: 5.412e-03, eta: 2:11:15, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8187, loss_cls: 1.5500, loss: 1.5500 2020-07-02 22:32:21,568 - mmaction - INFO - Epoch [238][420/940] lr: 5.412e-03, eta: 2:11:06, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5016, loss: 1.5016 2020-07-02 22:32:30,814 - mmaction - INFO - Epoch [238][440/940] lr: 5.412e-03, eta: 2:10:57, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5298, loss: 1.5298 2020-07-02 22:32:39,985 - mmaction - INFO - Epoch [238][460/940] lr: 5.412e-03, eta: 2:10:48, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.7969, loss_cls: 1.5857, loss: 1.5857 2020-07-02 22:32:48,684 - mmaction - INFO - Epoch [238][480/940] lr: 5.412e-03, eta: 2:10:39, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.4435, loss: 1.4435 2020-07-02 22:32:57,434 - mmaction - INFO - Epoch [238][500/940] lr: 5.412e-03, eta: 2:10:30, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4765, loss: 1.4765 2020-07-02 22:33:06,590 - mmaction - INFO - Epoch [238][520/940] lr: 5.412e-03, eta: 2:10:21, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6048, loss: 1.6048 2020-07-02 22:33:16,274 - mmaction - INFO - Epoch [238][540/940] lr: 5.412e-03, eta: 2:10:12, time: 0.483, data_time: 0.001, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.6913, loss: 1.6913 2020-07-02 22:33:25,041 - mmaction - INFO - Epoch [238][560/940] lr: 5.412e-03, eta: 2:10:03, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7906, loss_cls: 1.6495, loss: 1.6495 2020-07-02 22:33:34,196 - mmaction - INFO - Epoch [238][580/940] lr: 5.412e-03, eta: 2:09:54, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.5844, top5_acc: 0.8156, loss_cls: 1.7335, loss: 1.7335 2020-07-02 22:33:43,370 - mmaction - INFO - Epoch [238][600/940] lr: 5.412e-03, eta: 2:09:45, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8344, loss_cls: 1.4136, loss: 1.4136 2020-07-02 22:33:52,519 - mmaction - INFO - Epoch [238][620/940] lr: 5.412e-03, eta: 2:09:36, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5588, loss: 1.5588 2020-07-02 22:34:01,341 - mmaction - INFO - Epoch [238][640/940] lr: 5.412e-03, eta: 2:09:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7904, loss: 1.7904 2020-07-02 22:34:10,153 - mmaction - INFO - Epoch [238][660/940] lr: 5.412e-03, eta: 2:09:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4464, loss: 1.4464 2020-07-02 22:34:18,903 - mmaction - INFO - Epoch [238][680/940] lr: 5.412e-03, eta: 2:09:08, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8094, loss_cls: 1.6265, loss: 1.6265 2020-07-02 22:34:27,837 - mmaction - INFO - Epoch [238][700/940] lr: 5.412e-03, eta: 2:08:59, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8219, loss_cls: 1.4559, loss: 1.4559 2020-07-02 22:34:36,646 - mmaction - INFO - Epoch [238][720/940] lr: 5.412e-03, eta: 2:08:50, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5178, loss: 1.5178 2020-07-02 22:34:45,449 - mmaction - INFO - Epoch [238][740/940] lr: 5.412e-03, eta: 2:08:41, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6400, loss: 1.6400 2020-07-02 22:34:54,231 - mmaction - INFO - Epoch [238][760/940] lr: 5.412e-03, eta: 2:08:32, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8469, loss_cls: 1.5581, loss: 1.5581 2020-07-02 22:35:03,104 - mmaction - INFO - Epoch [238][780/940] lr: 5.412e-03, eta: 2:08:23, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7812, loss_cls: 1.7472, loss: 1.7472 2020-07-02 22:35:11,908 - mmaction - INFO - Epoch [238][800/940] lr: 5.412e-03, eta: 2:08:14, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8094, loss_cls: 1.6210, loss: 1.6210 2020-07-02 22:35:20,696 - mmaction - INFO - Epoch [238][820/940] lr: 5.412e-03, eta: 2:08:05, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4754, loss: 1.4754 2020-07-02 22:35:30,058 - mmaction - INFO - Epoch [238][840/940] lr: 5.412e-03, eta: 2:07:56, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4381, loss: 1.4381 2020-07-02 22:35:38,857 - mmaction - INFO - Epoch [238][860/940] lr: 5.412e-03, eta: 2:07:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7640, loss: 1.7640 2020-07-02 22:35:48,051 - mmaction - INFO - Epoch [238][880/940] lr: 5.412e-03, eta: 2:07:38, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5544, loss: 1.5544 2020-07-02 22:35:57,118 - mmaction - INFO - Epoch [238][900/940] lr: 5.412e-03, eta: 2:07:29, time: 0.454, data_time: 0.009, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8000, loss_cls: 1.5459, loss: 1.5459 2020-07-02 22:36:05,895 - mmaction - INFO - Epoch [238][920/940] lr: 5.412e-03, eta: 2:07:20, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5643, loss: 1.5643 2020-07-02 22:36:14,406 - mmaction - INFO - Epoch [238][940/940] lr: 5.412e-03, eta: 2:07:11, time: 0.421, data_time: 0.004, memory: 6328, top1_acc: 0.6234, top5_acc: 0.8182, loss_cls: 1.6662, loss: 1.6662 2020-07-02 22:36:42,830 - mmaction - INFO - Epoch [239][20/940] lr: 4.860e-03, eta: 2:07:03, time: 1.400, data_time: 0.955, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.5148, loss: 1.5148 2020-07-02 22:36:51,641 - mmaction - INFO - Epoch [239][40/940] lr: 4.860e-03, eta: 2:06:54, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4052, loss: 1.4052 2020-07-02 22:37:00,457 - mmaction - INFO - Epoch [239][60/940] lr: 4.860e-03, eta: 2:06:45, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8094, loss_cls: 1.5808, loss: 1.5808 2020-07-02 22:37:09,455 - mmaction - INFO - Epoch [239][80/940] lr: 4.860e-03, eta: 2:06:36, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5518, loss: 1.5518 2020-07-02 22:37:18,473 - mmaction - INFO - Epoch [239][100/940] lr: 4.860e-03, eta: 2:06:27, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8031, loss_cls: 1.6095, loss: 1.6095 2020-07-02 22:37:27,550 - mmaction - INFO - Epoch [239][120/940] lr: 4.860e-03, eta: 2:06:18, time: 0.455, data_time: 0.007, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4772, loss: 1.4772 2020-07-02 22:37:36,640 - mmaction - INFO - Epoch [239][140/940] lr: 4.860e-03, eta: 2:06:09, time: 0.454, data_time: 0.004, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5745, loss: 1.5745 2020-07-02 22:37:45,679 - mmaction - INFO - Epoch [239][160/940] lr: 4.860e-03, eta: 2:06:00, time: 0.449, data_time: 0.007, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4647, loss: 1.4647 2020-07-02 22:37:54,497 - mmaction - INFO - Epoch [239][180/940] lr: 4.860e-03, eta: 2:05:51, time: 0.445, data_time: 0.006, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6223, loss: 1.6223 2020-07-02 22:38:03,561 - mmaction - INFO - Epoch [239][200/940] lr: 4.860e-03, eta: 2:05:42, time: 0.453, data_time: 0.013, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.5354, loss: 1.5354 2020-07-02 22:38:12,398 - mmaction - INFO - Epoch [239][220/940] lr: 4.860e-03, eta: 2:05:33, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5317, loss: 1.5317 2020-07-02 22:38:21,192 - mmaction - INFO - Epoch [239][240/940] lr: 4.860e-03, eta: 2:05:24, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.5018, loss: 1.5018 2020-07-02 22:38:29,953 - mmaction - INFO - Epoch [239][260/940] lr: 4.860e-03, eta: 2:05:15, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.5178, loss: 1.5178 2020-07-02 22:38:38,926 - mmaction - INFO - Epoch [239][280/940] lr: 4.860e-03, eta: 2:05:06, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4535, loss: 1.4535 2020-07-02 22:38:47,954 - mmaction - INFO - Epoch [239][300/940] lr: 4.860e-03, eta: 2:04:57, time: 0.449, data_time: 0.003, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.5996, loss: 1.5996 2020-07-02 22:38:56,736 - mmaction - INFO - Epoch [239][320/940] lr: 4.860e-03, eta: 2:04:48, time: 0.441, data_time: 0.007, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5819, loss: 1.5819 2020-07-02 22:39:05,669 - mmaction - INFO - Epoch [239][340/940] lr: 4.860e-03, eta: 2:04:39, time: 0.447, data_time: 0.003, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5406, loss: 1.5406 2020-07-02 22:39:14,698 - mmaction - INFO - Epoch [239][360/940] lr: 4.860e-03, eta: 2:04:30, time: 0.452, data_time: 0.007, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8344, loss_cls: 1.4995, loss: 1.4995 2020-07-02 22:39:23,570 - mmaction - INFO - Epoch [239][380/940] lr: 4.860e-03, eta: 2:04:21, time: 0.443, data_time: 0.006, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.8637, loss: 1.8637 2020-07-02 22:39:32,379 - mmaction - INFO - Epoch [239][400/940] lr: 4.860e-03, eta: 2:04:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5363, loss: 1.5363 2020-07-02 22:39:41,231 - mmaction - INFO - Epoch [239][420/940] lr: 4.860e-03, eta: 2:04:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.6285, loss: 1.6285 2020-07-02 22:39:50,079 - mmaction - INFO - Epoch [239][440/940] lr: 4.860e-03, eta: 2:03:54, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8219, loss_cls: 1.7900, loss: 1.7900 2020-07-02 22:39:58,863 - mmaction - INFO - Epoch [239][460/940] lr: 4.860e-03, eta: 2:03:45, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.6608, loss: 1.6608 2020-07-02 22:40:07,637 - mmaction - INFO - Epoch [239][480/940] lr: 4.860e-03, eta: 2:03:36, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.5613, loss: 1.5613 2020-07-02 22:40:16,441 - mmaction - INFO - Epoch [239][500/940] lr: 4.860e-03, eta: 2:03:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.5633, loss: 1.5633 2020-07-02 22:40:25,263 - mmaction - INFO - Epoch [239][520/940] lr: 4.860e-03, eta: 2:03:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.7969, loss_cls: 1.6119, loss: 1.6119 2020-07-02 22:40:34,020 - mmaction - INFO - Epoch [239][540/940] lr: 4.860e-03, eta: 2:03:09, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.6230, loss: 1.6230 2020-07-02 22:40:42,897 - mmaction - INFO - Epoch [239][560/940] lr: 4.860e-03, eta: 2:03:00, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.5535, loss: 1.5535 2020-07-02 22:40:51,694 - mmaction - INFO - Epoch [239][580/940] lr: 4.860e-03, eta: 2:02:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5282, loss: 1.5282 2020-07-02 22:41:00,473 - mmaction - INFO - Epoch [239][600/940] lr: 4.860e-03, eta: 2:02:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.7844, loss_cls: 1.6833, loss: 1.6833 2020-07-02 22:41:09,376 - mmaction - INFO - Epoch [239][620/940] lr: 4.860e-03, eta: 2:02:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.5938, top5_acc: 0.7812, loss_cls: 1.8602, loss: 1.8602 2020-07-02 22:41:18,570 - mmaction - INFO - Epoch [239][640/940] lr: 4.860e-03, eta: 2:02:23, time: 0.460, data_time: 0.006, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8344, loss_cls: 1.5327, loss: 1.5327 2020-07-02 22:41:27,597 - mmaction - INFO - Epoch [239][660/940] lr: 4.860e-03, eta: 2:02:14, time: 0.451, data_time: 0.007, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.5260, loss: 1.5260 2020-07-02 22:41:37,294 - mmaction - INFO - Epoch [239][680/940] lr: 4.860e-03, eta: 2:02:05, time: 0.485, data_time: 0.005, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.4622, loss: 1.4622 2020-07-02 22:41:46,293 - mmaction - INFO - Epoch [239][700/940] lr: 4.860e-03, eta: 2:01:56, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8281, loss_cls: 1.4412, loss: 1.4412 2020-07-02 22:41:55,359 - mmaction - INFO - Epoch [239][720/940] lr: 4.860e-03, eta: 2:01:47, time: 0.454, data_time: 0.006, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.5634, loss: 1.5634 2020-07-02 22:42:04,098 - mmaction - INFO - Epoch [239][740/940] lr: 4.860e-03, eta: 2:01:38, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8000, loss_cls: 1.6946, loss: 1.6946 2020-07-02 22:42:12,920 - mmaction - INFO - Epoch [239][760/940] lr: 4.860e-03, eta: 2:01:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8125, loss_cls: 1.6003, loss: 1.6003 2020-07-02 22:42:21,706 - mmaction - INFO - Epoch [239][780/940] lr: 4.860e-03, eta: 2:01:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.6417, loss: 1.6417 2020-07-02 22:42:30,497 - mmaction - INFO - Epoch [239][800/940] lr: 4.860e-03, eta: 2:01:11, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5886, loss: 1.5886 2020-07-02 22:42:39,291 - mmaction - INFO - Epoch [239][820/940] lr: 4.860e-03, eta: 2:01:02, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.4036, loss: 1.4036 2020-07-02 22:42:48,126 - mmaction - INFO - Epoch [239][840/940] lr: 4.860e-03, eta: 2:00:53, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4637, loss: 1.4637 2020-07-02 22:42:56,965 - mmaction - INFO - Epoch [239][860/940] lr: 4.860e-03, eta: 2:00:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4556, loss: 1.4556 2020-07-02 22:43:05,690 - mmaction - INFO - Epoch [239][880/940] lr: 4.860e-03, eta: 2:00:35, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6093, loss: 1.6093 2020-07-02 22:43:14,460 - mmaction - INFO - Epoch [239][900/940] lr: 4.860e-03, eta: 2:00:26, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5059, loss: 1.5059 2020-07-02 22:43:23,219 - mmaction - INFO - Epoch [239][920/940] lr: 4.860e-03, eta: 2:00:17, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5766, loss: 1.5766 2020-07-02 22:43:31,650 - mmaction - INFO - Epoch [239][940/940] lr: 4.860e-03, eta: 2:00:08, time: 0.423, data_time: 0.002, memory: 6328, top1_acc: 0.6331, top5_acc: 0.8247, loss_cls: 1.5794, loss: 1.5794 2020-07-02 22:43:46,183 - mmaction - INFO - Epoch [240][20/940] lr: 4.337e-03, eta: 1:59:59, time: 0.709, data_time: 0.266, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4267, loss: 1.4267 2020-07-02 22:43:54,901 - mmaction - INFO - Epoch [240][40/940] lr: 4.337e-03, eta: 1:59:50, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6514, loss: 1.6514 2020-07-02 22:44:03,722 - mmaction - INFO - Epoch [240][60/940] lr: 4.337e-03, eta: 1:59:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8250, loss_cls: 1.5402, loss: 1.5402 2020-07-02 22:44:12,530 - mmaction - INFO - Epoch [240][80/940] lr: 4.337e-03, eta: 1:59:32, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4041, loss: 1.4041 2020-07-02 22:44:21,824 - mmaction - INFO - Epoch [240][100/940] lr: 4.337e-03, eta: 1:59:23, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.5003, loss: 1.5003 2020-07-02 22:44:30,619 - mmaction - INFO - Epoch [240][120/940] lr: 4.337e-03, eta: 1:59:14, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6543, loss: 1.6543 2020-07-02 22:44:39,864 - mmaction - INFO - Epoch [240][140/940] lr: 4.337e-03, eta: 1:59:05, time: 0.463, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8250, loss_cls: 1.5357, loss: 1.5357 2020-07-02 22:44:48,738 - mmaction - INFO - Epoch [240][160/940] lr: 4.337e-03, eta: 1:58:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7673, loss: 1.7673 2020-07-02 22:44:58,017 - mmaction - INFO - Epoch [240][180/940] lr: 4.337e-03, eta: 1:58:47, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6408, loss: 1.6408 2020-07-02 22:45:06,742 - mmaction - INFO - Epoch [240][200/940] lr: 4.337e-03, eta: 1:58:38, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.5203, loss: 1.5203 2020-07-02 22:45:15,524 - mmaction - INFO - Epoch [240][220/940] lr: 4.337e-03, eta: 1:58:29, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5994, loss: 1.5994 2020-07-02 22:45:24,391 - mmaction - INFO - Epoch [240][240/940] lr: 4.337e-03, eta: 1:58:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5432, loss: 1.5432 2020-07-02 22:45:33,265 - mmaction - INFO - Epoch [240][260/940] lr: 4.337e-03, eta: 1:58:11, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4477, loss: 1.4477 2020-07-02 22:45:42,494 - mmaction - INFO - Epoch [240][280/940] lr: 4.337e-03, eta: 1:58:02, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8344, loss_cls: 1.4943, loss: 1.4943 2020-07-02 22:45:51,383 - mmaction - INFO - Epoch [240][300/940] lr: 4.337e-03, eta: 1:57:53, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4450, loss: 1.4450 2020-07-02 22:46:00,592 - mmaction - INFO - Epoch [240][320/940] lr: 4.337e-03, eta: 1:57:44, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4309, loss: 1.4309 2020-07-02 22:46:09,342 - mmaction - INFO - Epoch [240][340/940] lr: 4.337e-03, eta: 1:57:35, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4258, loss: 1.4258 2020-07-02 22:46:18,197 - mmaction - INFO - Epoch [240][360/940] lr: 4.337e-03, eta: 1:57:26, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6564, loss: 1.6564 2020-07-02 22:46:27,013 - mmaction - INFO - Epoch [240][380/940] lr: 4.337e-03, eta: 1:57:17, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4141, loss: 1.4141 2020-07-02 22:46:35,802 - mmaction - INFO - Epoch [240][400/940] lr: 4.337e-03, eta: 1:57:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6190, loss: 1.6190 2020-07-02 22:46:44,549 - mmaction - INFO - Epoch [240][420/940] lr: 4.337e-03, eta: 1:56:59, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3088, loss: 1.3088 2020-07-02 22:46:53,344 - mmaction - INFO - Epoch [240][440/940] lr: 4.337e-03, eta: 1:56:50, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5661, loss: 1.5661 2020-07-02 22:47:02,150 - mmaction - INFO - Epoch [240][460/940] lr: 4.337e-03, eta: 1:56:41, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8000, loss_cls: 1.6546, loss: 1.6546 2020-07-02 22:47:11,484 - mmaction - INFO - Epoch [240][480/940] lr: 4.337e-03, eta: 1:56:32, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8156, loss_cls: 1.6173, loss: 1.6173 2020-07-02 22:47:20,188 - mmaction - INFO - Epoch [240][500/940] lr: 4.337e-03, eta: 1:56:23, time: 0.434, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6128, loss: 1.6128 2020-07-02 22:47:29,497 - mmaction - INFO - Epoch [240][520/940] lr: 4.337e-03, eta: 1:56:14, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.7060, loss: 1.7060 2020-07-02 22:47:38,242 - mmaction - INFO - Epoch [240][540/940] lr: 4.337e-03, eta: 1:56:05, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4490, loss: 1.4490 2020-07-02 22:47:47,024 - mmaction - INFO - Epoch [240][560/940] lr: 4.337e-03, eta: 1:55:56, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5564, loss: 1.5564 2020-07-02 22:47:55,752 - mmaction - INFO - Epoch [240][580/940] lr: 4.337e-03, eta: 1:55:47, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4892, loss: 1.4892 2020-07-02 22:48:04,909 - mmaction - INFO - Epoch [240][600/940] lr: 4.337e-03, eta: 1:55:37, time: 0.457, data_time: 0.000, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8125, loss_cls: 1.6498, loss: 1.6498 2020-07-02 22:48:13,615 - mmaction - INFO - Epoch [240][620/940] lr: 4.337e-03, eta: 1:55:28, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8125, loss_cls: 1.4509, loss: 1.4509 2020-07-02 22:48:22,358 - mmaction - INFO - Epoch [240][640/940] lr: 4.337e-03, eta: 1:55:19, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.5946, loss: 1.5946 2020-07-02 22:48:31,562 - mmaction - INFO - Epoch [240][660/940] lr: 4.337e-03, eta: 1:55:10, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.5097, loss: 1.5097 2020-07-02 22:48:40,343 - mmaction - INFO - Epoch [240][680/940] lr: 4.337e-03, eta: 1:55:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.5850, loss: 1.5850 2020-07-02 22:48:49,520 - mmaction - INFO - Epoch [240][700/940] lr: 4.337e-03, eta: 1:54:52, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5470, loss: 1.5470 2020-07-02 22:48:58,342 - mmaction - INFO - Epoch [240][720/940] lr: 4.337e-03, eta: 1:54:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4657, loss: 1.4657 2020-07-02 22:49:07,510 - mmaction - INFO - Epoch [240][740/940] lr: 4.337e-03, eta: 1:54:34, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5559, loss: 1.5559 2020-07-02 22:49:16,244 - mmaction - INFO - Epoch [240][760/940] lr: 4.337e-03, eta: 1:54:25, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5518, loss: 1.5518 2020-07-02 22:49:25,102 - mmaction - INFO - Epoch [240][780/940] lr: 4.337e-03, eta: 1:54:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4746, loss: 1.4746 2020-07-02 22:49:33,929 - mmaction - INFO - Epoch [240][800/940] lr: 4.337e-03, eta: 1:54:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.5275, loss: 1.5275 2020-07-02 22:49:42,700 - mmaction - INFO - Epoch [240][820/940] lr: 4.337e-03, eta: 1:53:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6669, loss: 1.6669 2020-07-02 22:49:51,511 - mmaction - INFO - Epoch [240][840/940] lr: 4.337e-03, eta: 1:53:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4737, loss: 1.4737 2020-07-02 22:50:00,307 - mmaction - INFO - Epoch [240][860/940] lr: 4.337e-03, eta: 1:53:40, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5065, loss: 1.5065 2020-07-02 22:50:09,093 - mmaction - INFO - Epoch [240][880/940] lr: 4.337e-03, eta: 1:53:31, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5245, loss: 1.5245 2020-07-02 22:50:18,285 - mmaction - INFO - Epoch [240][900/940] lr: 4.337e-03, eta: 1:53:22, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7625, loss_cls: 1.7387, loss: 1.7387 2020-07-02 22:50:27,029 - mmaction - INFO - Epoch [240][920/940] lr: 4.337e-03, eta: 1:53:13, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8250, loss_cls: 1.5286, loss: 1.5286 2020-07-02 22:50:35,448 - mmaction - INFO - Epoch [240][940/940] lr: 4.337e-03, eta: 1:53:04, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.6169, top5_acc: 0.8019, loss_cls: 1.5918, loss: 1.5918 2020-07-02 22:50:35,728 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-07-02 22:50:53,770 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 22:50:54,650 - mmaction - INFO - top1_acc 0.6481 top5_acc 0.8520 2020-07-02 22:50:54,650 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 22:50:54,708 - mmaction - INFO - mean_acc 0.6479 2020-07-02 22:50:54,717 - mmaction - INFO - Epoch [240][940/940] lr: 4.337e-03, top1_acc: 0.6481, top5_acc: 0.8520, mean_class_accuracy: 0.6479 2020-07-02 22:51:07,370 - mmaction - INFO - Epoch [241][20/940] lr: 3.843e-03, eta: 1:52:55, time: 0.632, data_time: 0.196, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4077, loss: 1.4077 2020-07-02 22:51:16,147 - mmaction - INFO - Epoch [241][40/940] lr: 3.843e-03, eta: 1:52:46, time: 0.439, data_time: 0.004, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2813, loss: 1.2813 2020-07-02 22:51:26,088 - mmaction - INFO - Epoch [241][60/940] lr: 3.843e-03, eta: 1:52:37, time: 0.497, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.4058, loss: 1.4058 2020-07-02 22:51:34,885 - mmaction - INFO - Epoch [241][80/940] lr: 3.843e-03, eta: 1:52:28, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.4317, loss: 1.4317 2020-07-02 22:51:43,694 - mmaction - INFO - Epoch [241][100/940] lr: 3.843e-03, eta: 1:52:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.8636, loss: 1.8636 2020-07-02 22:51:52,646 - mmaction - INFO - Epoch [241][120/940] lr: 3.843e-03, eta: 1:52:10, time: 0.448, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4812, loss: 1.4812 2020-07-02 22:52:01,416 - mmaction - INFO - Epoch [241][140/940] lr: 3.843e-03, eta: 1:52:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8313, loss_cls: 1.3693, loss: 1.3693 2020-07-02 22:52:10,439 - mmaction - INFO - Epoch [241][160/940] lr: 3.843e-03, eta: 1:51:52, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4929, loss: 1.4929 2020-07-02 22:52:19,212 - mmaction - INFO - Epoch [241][180/940] lr: 3.843e-03, eta: 1:51:43, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.3192, loss: 1.3192 2020-07-02 22:52:27,994 - mmaction - INFO - Epoch [241][200/940] lr: 3.843e-03, eta: 1:51:34, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.7875, loss_cls: 1.5091, loss: 1.5091 2020-07-02 22:52:36,769 - mmaction - INFO - Epoch [241][220/940] lr: 3.843e-03, eta: 1:51:25, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5536, loss: 1.5536 2020-07-02 22:52:46,085 - mmaction - INFO - Epoch [241][240/940] lr: 3.843e-03, eta: 1:51:16, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5544, loss: 1.5544 2020-07-02 22:52:54,830 - mmaction - INFO - Epoch [241][260/940] lr: 3.843e-03, eta: 1:51:07, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4061, loss: 1.4061 2020-07-02 22:53:03,694 - mmaction - INFO - Epoch [241][280/940] lr: 3.843e-03, eta: 1:50:58, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5153, loss: 1.5153 2020-07-02 22:53:12,483 - mmaction - INFO - Epoch [241][300/940] lr: 3.843e-03, eta: 1:50:49, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8000, loss_cls: 1.6138, loss: 1.6138 2020-07-02 22:53:21,301 - mmaction - INFO - Epoch [241][320/940] lr: 3.843e-03, eta: 1:50:40, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5002, loss: 1.5002 2020-07-02 22:53:30,151 - mmaction - INFO - Epoch [241][340/940] lr: 3.843e-03, eta: 1:50:31, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5037, loss: 1.5037 2020-07-02 22:53:38,996 - mmaction - INFO - Epoch [241][360/940] lr: 3.843e-03, eta: 1:50:22, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.5902, loss: 1.5902 2020-07-02 22:53:47,787 - mmaction - INFO - Epoch [241][380/940] lr: 3.843e-03, eta: 1:50:13, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.6618, loss: 1.6618 2020-07-02 22:53:56,506 - mmaction - INFO - Epoch [241][400/940] lr: 3.843e-03, eta: 1:50:04, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5911, loss: 1.5911 2020-07-02 22:54:05,330 - mmaction - INFO - Epoch [241][420/940] lr: 3.843e-03, eta: 1:49:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5497, loss: 1.5497 2020-07-02 22:54:14,096 - mmaction - INFO - Epoch [241][440/940] lr: 3.843e-03, eta: 1:49:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3642, loss: 1.3642 2020-07-02 22:54:22,849 - mmaction - INFO - Epoch [241][460/940] lr: 3.843e-03, eta: 1:49:36, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3963, loss: 1.3963 2020-07-02 22:54:31,640 - mmaction - INFO - Epoch [241][480/940] lr: 3.843e-03, eta: 1:49:27, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2848, loss: 1.2848 2020-07-02 22:54:40,943 - mmaction - INFO - Epoch [241][500/940] lr: 3.843e-03, eta: 1:49:18, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6825, loss: 1.6825 2020-07-02 22:54:49,743 - mmaction - INFO - Epoch [241][520/940] lr: 3.843e-03, eta: 1:49:09, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5102, loss: 1.5102 2020-07-02 22:54:59,023 - mmaction - INFO - Epoch [241][540/940] lr: 3.843e-03, eta: 1:49:00, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8094, loss_cls: 1.5316, loss: 1.5316 2020-07-02 22:55:07,812 - mmaction - INFO - Epoch [241][560/940] lr: 3.843e-03, eta: 1:48:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4886, loss: 1.4886 2020-07-02 22:55:16,640 - mmaction - INFO - Epoch [241][580/940] lr: 3.843e-03, eta: 1:48:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3601, loss: 1.3601 2020-07-02 22:55:25,607 - mmaction - INFO - Epoch [241][600/940] lr: 3.843e-03, eta: 1:48:33, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.6911, loss: 1.6911 2020-07-02 22:55:34,354 - mmaction - INFO - Epoch [241][620/940] lr: 3.843e-03, eta: 1:48:24, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4141, loss: 1.4141 2020-07-02 22:55:43,095 - mmaction - INFO - Epoch [241][640/940] lr: 3.843e-03, eta: 1:48:15, time: 0.436, data_time: 0.000, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5300, loss: 1.5300 2020-07-02 22:55:52,362 - mmaction - INFO - Epoch [241][660/940] lr: 3.843e-03, eta: 1:48:06, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3420, loss: 1.3420 2020-07-02 22:56:01,132 - mmaction - INFO - Epoch [241][680/940] lr: 3.843e-03, eta: 1:47:57, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.7063, top5_acc: 0.8562, loss_cls: 1.3312, loss: 1.3312 2020-07-02 22:56:10,265 - mmaction - INFO - Epoch [241][700/940] lr: 3.843e-03, eta: 1:47:48, time: 0.456, data_time: 0.000, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8063, loss_cls: 1.6142, loss: 1.6142 2020-07-02 22:56:19,013 - mmaction - INFO - Epoch [241][720/940] lr: 3.843e-03, eta: 1:47:39, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.5274, loss: 1.5274 2020-07-02 22:56:27,750 - mmaction - INFO - Epoch [241][740/940] lr: 3.843e-03, eta: 1:47:30, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.7781, loss_cls: 1.7686, loss: 1.7686 2020-07-02 22:56:37,064 - mmaction - INFO - Epoch [241][760/940] lr: 3.843e-03, eta: 1:47:21, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8125, loss_cls: 1.6295, loss: 1.6295 2020-07-02 22:56:45,874 - mmaction - INFO - Epoch [241][780/940] lr: 3.843e-03, eta: 1:47:12, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.6479, loss: 1.6479 2020-07-02 22:56:54,786 - mmaction - INFO - Epoch [241][800/940] lr: 3.843e-03, eta: 1:47:03, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6624, loss: 1.6624 2020-07-02 22:57:03,513 - mmaction - INFO - Epoch [241][820/940] lr: 3.843e-03, eta: 1:46:54, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4493, loss: 1.4493 2020-07-02 22:57:12,320 - mmaction - INFO - Epoch [241][840/940] lr: 3.843e-03, eta: 1:46:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.6201, loss: 1.6201 2020-07-02 22:57:21,079 - mmaction - INFO - Epoch [241][860/940] lr: 3.843e-03, eta: 1:46:36, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8125, loss_cls: 1.4672, loss: 1.4672 2020-07-02 22:57:30,238 - mmaction - INFO - Epoch [241][880/940] lr: 3.843e-03, eta: 1:46:27, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5319, loss: 1.5319 2020-07-02 22:57:38,962 - mmaction - INFO - Epoch [241][900/940] lr: 3.843e-03, eta: 1:46:18, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7295, loss: 1.7295 2020-07-02 22:57:48,359 - mmaction - INFO - Epoch [241][920/940] lr: 3.843e-03, eta: 1:46:09, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.4012, loss: 1.4012 2020-07-02 22:57:56,698 - mmaction - INFO - Epoch [241][940/940] lr: 3.843e-03, eta: 1:46:00, time: 0.417, data_time: 0.001, memory: 6328, top1_acc: 0.5942, top5_acc: 0.8019, loss_cls: 1.7744, loss: 1.7744 2020-07-02 22:58:11,711 - mmaction - INFO - Epoch [242][20/940] lr: 3.379e-03, eta: 1:45:51, time: 0.733, data_time: 0.290, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5416, loss: 1.5416 2020-07-02 22:58:20,497 - mmaction - INFO - Epoch [242][40/940] lr: 3.379e-03, eta: 1:45:42, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5445, loss: 1.5445 2020-07-02 22:58:29,325 - mmaction - INFO - Epoch [242][60/940] lr: 3.379e-03, eta: 1:45:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4686, loss: 1.4686 2020-07-02 22:58:38,168 - mmaction - INFO - Epoch [242][80/940] lr: 3.379e-03, eta: 1:45:24, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3857, loss: 1.3857 2020-07-02 22:58:46,919 - mmaction - INFO - Epoch [242][100/940] lr: 3.379e-03, eta: 1:45:15, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.3311, loss: 1.3311 2020-07-02 22:58:56,176 - mmaction - INFO - Epoch [242][120/940] lr: 3.379e-03, eta: 1:45:06, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.7195, loss: 1.7195 2020-07-02 22:59:04,967 - mmaction - INFO - Epoch [242][140/940] lr: 3.379e-03, eta: 1:44:57, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.4969, loss: 1.4969 2020-07-02 22:59:13,965 - mmaction - INFO - Epoch [242][160/940] lr: 3.379e-03, eta: 1:44:48, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6728, loss: 1.6728 2020-07-02 22:59:22,676 - mmaction - INFO - Epoch [242][180/940] lr: 3.379e-03, eta: 1:44:39, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8281, loss_cls: 1.5329, loss: 1.5329 2020-07-02 22:59:31,436 - mmaction - INFO - Epoch [242][200/940] lr: 3.379e-03, eta: 1:44:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4808, loss: 1.4808 2020-07-02 22:59:40,667 - mmaction - INFO - Epoch [242][220/940] lr: 3.379e-03, eta: 1:44:21, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5360, loss: 1.5360 2020-07-02 22:59:49,445 - mmaction - INFO - Epoch [242][240/940] lr: 3.379e-03, eta: 1:44:12, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3640, loss: 1.3640 2020-07-02 22:59:58,279 - mmaction - INFO - Epoch [242][260/940] lr: 3.379e-03, eta: 1:44:03, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3111, loss: 1.3111 2020-07-02 23:00:12,289 - mmaction - INFO - Epoch [242][280/940] lr: 3.379e-03, eta: 1:43:54, time: 0.696, data_time: 0.003, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.5737, loss: 1.5737 2020-07-02 23:00:21,200 - mmaction - INFO - Epoch [242][300/940] lr: 3.379e-03, eta: 1:43:45, time: 0.451, data_time: 0.012, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4841, loss: 1.4841 2020-07-02 23:00:29,966 - mmaction - INFO - Epoch [242][320/940] lr: 3.379e-03, eta: 1:43:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.3603, loss: 1.3603 2020-07-02 23:00:38,767 - mmaction - INFO - Epoch [242][340/940] lr: 3.379e-03, eta: 1:43:27, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.5883, loss: 1.5883 2020-07-02 23:00:48,055 - mmaction - INFO - Epoch [242][360/940] lr: 3.379e-03, eta: 1:43:18, time: 0.463, data_time: 0.000, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4605, loss: 1.4605 2020-07-02 23:00:56,753 - mmaction - INFO - Epoch [242][380/940] lr: 3.379e-03, eta: 1:43:09, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.5468, loss: 1.5468 2020-07-02 23:01:05,714 - mmaction - INFO - Epoch [242][400/940] lr: 3.379e-03, eta: 1:43:00, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.4419, loss: 1.4419 2020-07-02 23:01:14,545 - mmaction - INFO - Epoch [242][420/940] lr: 3.379e-03, eta: 1:42:51, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8219, loss_cls: 1.4417, loss: 1.4417 2020-07-02 23:01:23,320 - mmaction - INFO - Epoch [242][440/940] lr: 3.379e-03, eta: 1:42:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.5740, loss: 1.5740 2020-07-02 23:01:32,064 - mmaction - INFO - Epoch [242][460/940] lr: 3.379e-03, eta: 1:42:33, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.5910, loss: 1.5910 2020-07-02 23:01:40,860 - mmaction - INFO - Epoch [242][480/940] lr: 3.379e-03, eta: 1:42:24, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3444, loss: 1.3444 2020-07-02 23:01:49,669 - mmaction - INFO - Epoch [242][500/940] lr: 3.379e-03, eta: 1:42:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4340, loss: 1.4340 2020-07-02 23:01:58,394 - mmaction - INFO - Epoch [242][520/940] lr: 3.379e-03, eta: 1:42:06, time: 0.436, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.5843, loss: 1.5843 2020-07-02 23:02:07,194 - mmaction - INFO - Epoch [242][540/940] lr: 3.379e-03, eta: 1:41:57, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6200, loss: 1.6200 2020-07-02 23:02:16,310 - mmaction - INFO - Epoch [242][560/940] lr: 3.379e-03, eta: 1:41:48, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4448, loss: 1.4448 2020-07-02 23:02:25,223 - mmaction - INFO - Epoch [242][580/940] lr: 3.379e-03, eta: 1:41:39, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.4266, loss: 1.4266 2020-07-02 23:02:34,024 - mmaction - INFO - Epoch [242][600/940] lr: 3.379e-03, eta: 1:41:30, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6122, loss: 1.6122 2020-07-02 23:02:42,812 - mmaction - INFO - Epoch [242][620/940] lr: 3.379e-03, eta: 1:41:20, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.6693, loss: 1.6693 2020-07-02 23:02:51,604 - mmaction - INFO - Epoch [242][640/940] lr: 3.379e-03, eta: 1:41:11, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4504, loss: 1.4504 2020-07-02 23:03:00,389 - mmaction - INFO - Epoch [242][660/940] lr: 3.379e-03, eta: 1:41:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6389, loss: 1.6389 2020-07-02 23:03:09,142 - mmaction - INFO - Epoch [242][680/940] lr: 3.379e-03, eta: 1:40:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5604, loss: 1.5604 2020-07-02 23:03:18,314 - mmaction - INFO - Epoch [242][700/940] lr: 3.379e-03, eta: 1:40:44, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4711, loss: 1.4711 2020-07-02 23:03:27,139 - mmaction - INFO - Epoch [242][720/940] lr: 3.379e-03, eta: 1:40:35, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.4711, loss: 1.4711 2020-07-02 23:03:35,895 - mmaction - INFO - Epoch [242][740/940] lr: 3.379e-03, eta: 1:40:26, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8219, loss_cls: 1.5680, loss: 1.5680 2020-07-02 23:03:44,692 - mmaction - INFO - Epoch [242][760/940] lr: 3.379e-03, eta: 1:40:17, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.5766, loss: 1.5766 2020-07-02 23:03:53,884 - mmaction - INFO - Epoch [242][780/940] lr: 3.379e-03, eta: 1:40:08, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4045, loss: 1.4045 2020-07-02 23:04:02,781 - mmaction - INFO - Epoch [242][800/940] lr: 3.379e-03, eta: 1:39:59, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4604, loss: 1.4604 2020-07-02 23:04:11,553 - mmaction - INFO - Epoch [242][820/940] lr: 3.379e-03, eta: 1:39:50, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.6178, loss: 1.6178 2020-07-02 23:04:20,367 - mmaction - INFO - Epoch [242][840/940] lr: 3.379e-03, eta: 1:39:41, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5909, loss: 1.5909 2020-07-02 23:04:29,117 - mmaction - INFO - Epoch [242][860/940] lr: 3.379e-03, eta: 1:39:32, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8219, loss_cls: 1.4790, loss: 1.4790 2020-07-02 23:04:37,939 - mmaction - INFO - Epoch [242][880/940] lr: 3.379e-03, eta: 1:39:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.7271, loss: 1.7271 2020-07-02 23:04:46,710 - mmaction - INFO - Epoch [242][900/940] lr: 3.379e-03, eta: 1:39:14, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8125, loss_cls: 1.5682, loss: 1.5682 2020-07-02 23:04:55,476 - mmaction - INFO - Epoch [242][920/940] lr: 3.379e-03, eta: 1:39:05, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8562, loss_cls: 1.4559, loss: 1.4559 2020-07-02 23:05:03,848 - mmaction - INFO - Epoch [242][940/940] lr: 3.379e-03, eta: 1:38:56, time: 0.419, data_time: 0.002, memory: 6328, top1_acc: 0.5747, top5_acc: 0.8279, loss_cls: 1.5670, loss: 1.5670 2020-07-02 23:05:21,234 - mmaction - INFO - Epoch [243][20/940] lr: 2.944e-03, eta: 1:38:47, time: 0.850, data_time: 0.392, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5210, loss: 1.5210 2020-07-02 23:05:29,963 - mmaction - INFO - Epoch [243][40/940] lr: 2.944e-03, eta: 1:38:38, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.5236, loss: 1.5236 2020-07-02 23:05:39,150 - mmaction - INFO - Epoch [243][60/940] lr: 2.944e-03, eta: 1:38:29, time: 0.459, data_time: 0.000, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4178, loss: 1.4178 2020-07-02 23:05:47,958 - mmaction - INFO - Epoch [243][80/940] lr: 2.944e-03, eta: 1:38:20, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.4902, loss: 1.4902 2020-07-02 23:05:56,788 - mmaction - INFO - Epoch [243][100/940] lr: 2.944e-03, eta: 1:38:11, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2510, loss: 1.2510 2020-07-02 23:06:05,514 - mmaction - INFO - Epoch [243][120/940] lr: 2.944e-03, eta: 1:38:02, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5184, loss: 1.5184 2020-07-02 23:06:14,338 - mmaction - INFO - Epoch [243][140/940] lr: 2.944e-03, eta: 1:37:53, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3867, loss: 1.3867 2020-07-02 23:06:23,111 - mmaction - INFO - Epoch [243][160/940] lr: 2.944e-03, eta: 1:37:44, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3894, loss: 1.3894 2020-07-02 23:06:31,836 - mmaction - INFO - Epoch [243][180/940] lr: 2.944e-03, eta: 1:37:35, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.4274, loss: 1.4274 2020-07-02 23:06:40,724 - mmaction - INFO - Epoch [243][200/940] lr: 2.944e-03, eta: 1:37:26, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8656, loss_cls: 1.4290, loss: 1.4290 2020-07-02 23:06:49,514 - mmaction - INFO - Epoch [243][220/940] lr: 2.944e-03, eta: 1:37:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4391, loss: 1.4391 2020-07-02 23:06:58,268 - mmaction - INFO - Epoch [243][240/940] lr: 2.944e-03, eta: 1:37:08, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6427, loss: 1.6427 2020-07-02 23:07:06,980 - mmaction - INFO - Epoch [243][260/940] lr: 2.944e-03, eta: 1:36:59, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4842, loss: 1.4842 2020-07-02 23:07:16,320 - mmaction - INFO - Epoch [243][280/940] lr: 2.944e-03, eta: 1:36:50, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.4423, loss: 1.4423 2020-07-02 23:07:25,072 - mmaction - INFO - Epoch [243][300/940] lr: 2.944e-03, eta: 1:36:41, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.4903, loss: 1.4903 2020-07-02 23:07:34,325 - mmaction - INFO - Epoch [243][320/940] lr: 2.944e-03, eta: 1:36:32, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5241, loss: 1.5241 2020-07-02 23:07:43,091 - mmaction - INFO - Epoch [243][340/940] lr: 2.944e-03, eta: 1:36:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.5969, loss: 1.5969 2020-07-02 23:07:51,909 - mmaction - INFO - Epoch [243][360/940] lr: 2.944e-03, eta: 1:36:14, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8344, loss_cls: 1.4881, loss: 1.4881 2020-07-02 23:08:00,763 - mmaction - INFO - Epoch [243][380/940] lr: 2.944e-03, eta: 1:36:05, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7906, loss_cls: 1.7386, loss: 1.7386 2020-07-02 23:08:09,569 - mmaction - INFO - Epoch [243][400/940] lr: 2.944e-03, eta: 1:35:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8281, loss_cls: 1.4933, loss: 1.4933 2020-07-02 23:08:18,312 - mmaction - INFO - Epoch [243][420/940] lr: 2.944e-03, eta: 1:35:47, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.4036, loss: 1.4036 2020-07-02 23:08:27,081 - mmaction - INFO - Epoch [243][440/940] lr: 2.944e-03, eta: 1:35:38, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4456, loss: 1.4456 2020-07-02 23:08:36,364 - mmaction - INFO - Epoch [243][460/940] lr: 2.944e-03, eta: 1:35:29, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8250, loss_cls: 1.4613, loss: 1.4613 2020-07-02 23:08:45,173 - mmaction - INFO - Epoch [243][480/940] lr: 2.944e-03, eta: 1:35:20, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8094, loss_cls: 1.6250, loss: 1.6250 2020-07-02 23:08:53,931 - mmaction - INFO - Epoch [243][500/940] lr: 2.944e-03, eta: 1:35:11, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4384, loss: 1.4384 2020-07-02 23:09:02,797 - mmaction - INFO - Epoch [243][520/940] lr: 2.944e-03, eta: 1:35:02, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8438, loss_cls: 1.4105, loss: 1.4105 2020-07-02 23:09:11,516 - mmaction - INFO - Epoch [243][540/940] lr: 2.944e-03, eta: 1:34:53, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8344, loss_cls: 1.4516, loss: 1.4516 2020-07-02 23:09:20,407 - mmaction - INFO - Epoch [243][560/940] lr: 2.944e-03, eta: 1:34:44, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6003, loss: 1.6003 2020-07-02 23:09:29,198 - mmaction - INFO - Epoch [243][580/940] lr: 2.944e-03, eta: 1:34:34, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8219, loss_cls: 1.5200, loss: 1.5200 2020-07-02 23:09:37,979 - mmaction - INFO - Epoch [243][600/940] lr: 2.944e-03, eta: 1:34:25, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8156, loss_cls: 1.5617, loss: 1.5617 2020-07-02 23:09:46,742 - mmaction - INFO - Epoch [243][620/940] lr: 2.944e-03, eta: 1:34:16, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8375, loss_cls: 1.3988, loss: 1.3988 2020-07-02 23:09:55,478 - mmaction - INFO - Epoch [243][640/940] lr: 2.944e-03, eta: 1:34:07, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.5479, loss: 1.5479 2020-07-02 23:10:04,605 - mmaction - INFO - Epoch [243][660/940] lr: 2.944e-03, eta: 1:33:58, time: 0.456, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5443, loss: 1.5443 2020-07-02 23:10:13,717 - mmaction - INFO - Epoch [243][680/940] lr: 2.944e-03, eta: 1:33:49, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8125, loss_cls: 1.5268, loss: 1.5268 2020-07-02 23:10:22,978 - mmaction - INFO - Epoch [243][700/940] lr: 2.944e-03, eta: 1:33:40, time: 0.462, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3550, loss: 1.3550 2020-07-02 23:10:32,130 - mmaction - INFO - Epoch [243][720/940] lr: 2.944e-03, eta: 1:33:31, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4360, loss: 1.4360 2020-07-02 23:10:41,484 - mmaction - INFO - Epoch [243][740/940] lr: 2.944e-03, eta: 1:33:22, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.4272, loss: 1.4272 2020-07-02 23:10:50,275 - mmaction - INFO - Epoch [243][760/940] lr: 2.944e-03, eta: 1:33:13, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5048, loss: 1.5048 2020-07-02 23:10:59,200 - mmaction - INFO - Epoch [243][780/940] lr: 2.944e-03, eta: 1:33:04, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2706, loss: 1.2706 2020-07-02 23:11:08,015 - mmaction - INFO - Epoch [243][800/940] lr: 2.944e-03, eta: 1:32:55, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6155, loss: 1.6155 2020-07-02 23:11:16,859 - mmaction - INFO - Epoch [243][820/940] lr: 2.944e-03, eta: 1:32:46, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8375, loss_cls: 1.4226, loss: 1.4226 2020-07-02 23:11:26,156 - mmaction - INFO - Epoch [243][840/940] lr: 2.944e-03, eta: 1:32:37, time: 0.464, data_time: 0.003, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8125, loss_cls: 1.4994, loss: 1.4994 2020-07-02 23:11:34,916 - mmaction - INFO - Epoch [243][860/940] lr: 2.944e-03, eta: 1:32:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4295, loss: 1.4295 2020-07-02 23:11:43,670 - mmaction - INFO - Epoch [243][880/940] lr: 2.944e-03, eta: 1:32:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6625, loss: 1.6625 2020-07-02 23:11:52,528 - mmaction - INFO - Epoch [243][900/940] lr: 2.944e-03, eta: 1:32:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.3979, loss: 1.3979 2020-07-02 23:12:01,251 - mmaction - INFO - Epoch [243][920/940] lr: 2.944e-03, eta: 1:32:01, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3366, loss: 1.3366 2020-07-02 23:12:09,631 - mmaction - INFO - Epoch [243][940/940] lr: 2.944e-03, eta: 1:31:52, time: 0.418, data_time: 0.001, memory: 6328, top1_acc: 0.6753, top5_acc: 0.8117, loss_cls: 1.4245, loss: 1.4245 2020-07-02 23:12:24,086 - mmaction - INFO - Epoch [244][20/940] lr: 2.540e-03, eta: 1:31:43, time: 0.707, data_time: 0.260, memory: 6328, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7205, loss: 1.7205 2020-07-02 23:12:32,903 - mmaction - INFO - Epoch [244][40/940] lr: 2.540e-03, eta: 1:31:34, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5486, loss: 1.5486 2020-07-02 23:12:41,672 - mmaction - INFO - Epoch [244][60/940] lr: 2.540e-03, eta: 1:31:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8156, loss_cls: 1.5223, loss: 1.5223 2020-07-02 23:12:50,471 - mmaction - INFO - Epoch [244][80/940] lr: 2.540e-03, eta: 1:31:16, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5072, loss: 1.5072 2020-07-02 23:12:59,257 - mmaction - INFO - Epoch [244][100/940] lr: 2.540e-03, eta: 1:31:07, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8500, loss_cls: 1.5804, loss: 1.5804 2020-07-02 23:13:08,036 - mmaction - INFO - Epoch [244][120/940] lr: 2.540e-03, eta: 1:30:58, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8000, loss_cls: 1.5972, loss: 1.5972 2020-07-02 23:13:16,838 - mmaction - INFO - Epoch [244][140/940] lr: 2.540e-03, eta: 1:30:49, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4046, loss: 1.4046 2020-07-02 23:13:25,599 - mmaction - INFO - Epoch [244][160/940] lr: 2.540e-03, eta: 1:30:40, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8375, loss_cls: 1.4174, loss: 1.4174 2020-07-02 23:13:34,372 - mmaction - INFO - Epoch [244][180/940] lr: 2.540e-03, eta: 1:30:31, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4897, loss: 1.4897 2020-07-02 23:13:43,128 - mmaction - INFO - Epoch [244][200/940] lr: 2.540e-03, eta: 1:30:22, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8438, loss_cls: 1.2795, loss: 1.2795 2020-07-02 23:13:51,920 - mmaction - INFO - Epoch [244][220/940] lr: 2.540e-03, eta: 1:30:13, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4370, loss: 1.4370 2020-07-02 23:14:00,689 - mmaction - INFO - Epoch [244][240/940] lr: 2.540e-03, eta: 1:30:04, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5201, loss: 1.5201 2020-07-02 23:14:09,905 - mmaction - INFO - Epoch [244][260/940] lr: 2.540e-03, eta: 1:29:55, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8219, loss_cls: 1.4936, loss: 1.4936 2020-07-02 23:14:18,690 - mmaction - INFO - Epoch [244][280/940] lr: 2.540e-03, eta: 1:29:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5506, loss: 1.5506 2020-07-02 23:14:27,487 - mmaction - INFO - Epoch [244][300/940] lr: 2.540e-03, eta: 1:29:37, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4437, loss: 1.4437 2020-07-02 23:14:36,226 - mmaction - INFO - Epoch [244][320/940] lr: 2.540e-03, eta: 1:29:28, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4564, loss: 1.4564 2020-07-02 23:14:45,004 - mmaction - INFO - Epoch [244][340/940] lr: 2.540e-03, eta: 1:29:19, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.5165, loss: 1.5165 2020-07-02 23:14:53,830 - mmaction - INFO - Epoch [244][360/940] lr: 2.540e-03, eta: 1:29:10, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4559, loss: 1.4559 2020-07-02 23:15:02,604 - mmaction - INFO - Epoch [244][380/940] lr: 2.540e-03, eta: 1:29:01, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4743, loss: 1.4743 2020-07-02 23:15:11,816 - mmaction - INFO - Epoch [244][400/940] lr: 2.540e-03, eta: 1:28:52, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8469, loss_cls: 1.5919, loss: 1.5919 2020-07-02 23:15:20,582 - mmaction - INFO - Epoch [244][420/940] lr: 2.540e-03, eta: 1:28:43, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5479, loss: 1.5479 2020-07-02 23:15:29,962 - mmaction - INFO - Epoch [244][440/940] lr: 2.540e-03, eta: 1:28:34, time: 0.470, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4342, loss: 1.4342 2020-07-02 23:15:38,677 - mmaction - INFO - Epoch [244][460/940] lr: 2.540e-03, eta: 1:28:25, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8156, loss_cls: 1.5558, loss: 1.5558 2020-07-02 23:15:47,420 - mmaction - INFO - Epoch [244][480/940] lr: 2.540e-03, eta: 1:28:15, time: 0.438, data_time: 0.004, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.5641, loss: 1.5641 2020-07-02 23:15:56,237 - mmaction - INFO - Epoch [244][500/940] lr: 2.540e-03, eta: 1:28:06, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4305, loss: 1.4305 2020-07-02 23:16:05,092 - mmaction - INFO - Epoch [244][520/940] lr: 2.540e-03, eta: 1:27:57, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5341, loss: 1.5341 2020-07-02 23:16:13,830 - mmaction - INFO - Epoch [244][540/940] lr: 2.540e-03, eta: 1:27:48, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5073, loss: 1.5073 2020-07-02 23:16:23,061 - mmaction - INFO - Epoch [244][560/940] lr: 2.540e-03, eta: 1:27:39, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.7969, loss_cls: 1.6528, loss: 1.6528 2020-07-02 23:16:31,812 - mmaction - INFO - Epoch [244][580/940] lr: 2.540e-03, eta: 1:27:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.5556, loss: 1.5556 2020-07-02 23:16:41,121 - mmaction - INFO - Epoch [244][600/940] lr: 2.540e-03, eta: 1:27:21, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8031, loss_cls: 1.5869, loss: 1.5869 2020-07-02 23:16:49,895 - mmaction - INFO - Epoch [244][620/940] lr: 2.540e-03, eta: 1:27:12, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4902, loss: 1.4902 2020-07-02 23:16:58,682 - mmaction - INFO - Epoch [244][640/940] lr: 2.540e-03, eta: 1:27:03, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.3484, loss: 1.3484 2020-07-02 23:17:07,446 - mmaction - INFO - Epoch [244][660/940] lr: 2.540e-03, eta: 1:26:54, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3739, loss: 1.3739 2020-07-02 23:17:16,714 - mmaction - INFO - Epoch [244][680/940] lr: 2.540e-03, eta: 1:26:45, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4965, loss: 1.4965 2020-07-02 23:17:25,514 - mmaction - INFO - Epoch [244][700/940] lr: 2.540e-03, eta: 1:26:36, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8156, loss_cls: 1.5281, loss: 1.5281 2020-07-02 23:17:34,548 - mmaction - INFO - Epoch [244][720/940] lr: 2.540e-03, eta: 1:26:27, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4568, loss: 1.4568 2020-07-02 23:17:43,362 - mmaction - INFO - Epoch [244][740/940] lr: 2.540e-03, eta: 1:26:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4739, loss: 1.4739 2020-07-02 23:17:52,153 - mmaction - INFO - Epoch [244][760/940] lr: 2.540e-03, eta: 1:26:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.4439, loss: 1.4439 2020-07-02 23:18:01,160 - mmaction - INFO - Epoch [244][780/940] lr: 2.540e-03, eta: 1:26:00, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3869, loss: 1.3869 2020-07-02 23:18:09,892 - mmaction - INFO - Epoch [244][800/940] lr: 2.540e-03, eta: 1:25:51, time: 0.438, data_time: 0.004, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6342, loss: 1.6342 2020-07-02 23:18:19,090 - mmaction - INFO - Epoch [244][820/940] lr: 2.540e-03, eta: 1:25:42, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.5411, loss: 1.5411 2020-07-02 23:18:27,877 - mmaction - INFO - Epoch [244][840/940] lr: 2.540e-03, eta: 1:25:33, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3699, loss: 1.3699 2020-07-02 23:18:36,755 - mmaction - INFO - Epoch [244][860/940] lr: 2.540e-03, eta: 1:25:24, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.5133, loss: 1.5133 2020-07-02 23:18:45,495 - mmaction - INFO - Epoch [244][880/940] lr: 2.540e-03, eta: 1:25:15, time: 0.437, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3771, loss: 1.3771 2020-07-02 23:18:54,492 - mmaction - INFO - Epoch [244][900/940] lr: 2.540e-03, eta: 1:25:06, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.4597, loss: 1.4597 2020-07-02 23:19:03,596 - mmaction - INFO - Epoch [244][920/940] lr: 2.540e-03, eta: 1:24:57, time: 0.454, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4310, loss: 1.4310 2020-07-02 23:19:12,081 - mmaction - INFO - Epoch [244][940/940] lr: 2.540e-03, eta: 1:24:48, time: 0.425, data_time: 0.002, memory: 6328, top1_acc: 0.6591, top5_acc: 0.8539, loss_cls: 1.4636, loss: 1.4636 2020-07-02 23:19:12,438 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-07-02 23:19:26,883 - mmaction - INFO - Epoch [245][20/940] lr: 2.165e-03, eta: 1:24:39, time: 0.677, data_time: 0.230, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2763, loss: 1.2763 2020-07-02 23:19:35,677 - mmaction - INFO - Epoch [245][40/940] lr: 2.165e-03, eta: 1:24:30, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8187, loss_cls: 1.5660, loss: 1.5660 2020-07-02 23:19:44,496 - mmaction - INFO - Epoch [245][60/940] lr: 2.165e-03, eta: 1:24:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4763, loss: 1.4763 2020-07-02 23:19:53,351 - mmaction - INFO - Epoch [245][80/940] lr: 2.165e-03, eta: 1:24:12, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.6419, loss: 1.6419 2020-07-02 23:20:02,211 - mmaction - INFO - Epoch [245][100/940] lr: 2.165e-03, eta: 1:24:03, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4336, loss: 1.4336 2020-07-02 23:20:11,068 - mmaction - INFO - Epoch [245][120/940] lr: 2.165e-03, eta: 1:23:54, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.6395, loss: 1.6395 2020-07-02 23:20:19,999 - mmaction - INFO - Epoch [245][140/940] lr: 2.165e-03, eta: 1:23:45, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.5093, loss: 1.5093 2020-07-02 23:20:28,785 - mmaction - INFO - Epoch [245][160/940] lr: 2.165e-03, eta: 1:23:36, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5255, loss: 1.5255 2020-07-02 23:20:38,147 - mmaction - INFO - Epoch [245][180/940] lr: 2.165e-03, eta: 1:23:27, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2681, loss: 1.2681 2020-07-02 23:20:46,974 - mmaction - INFO - Epoch [245][200/940] lr: 2.165e-03, eta: 1:23:18, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5212, loss: 1.5212 2020-07-02 23:20:55,819 - mmaction - INFO - Epoch [245][220/940] lr: 2.165e-03, eta: 1:23:09, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2719, loss: 1.2719 2020-07-02 23:21:04,646 - mmaction - INFO - Epoch [245][240/940] lr: 2.165e-03, eta: 1:23:00, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3748, loss: 1.3748 2020-07-02 23:21:13,439 - mmaction - INFO - Epoch [245][260/940] lr: 2.165e-03, eta: 1:22:51, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3508, loss: 1.3508 2020-07-02 23:21:22,239 - mmaction - INFO - Epoch [245][280/940] lr: 2.165e-03, eta: 1:22:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8000, loss_cls: 1.5225, loss: 1.5225 2020-07-02 23:21:31,113 - mmaction - INFO - Epoch [245][300/940] lr: 2.165e-03, eta: 1:22:33, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4250, loss: 1.4250 2020-07-02 23:21:39,896 - mmaction - INFO - Epoch [245][320/940] lr: 2.165e-03, eta: 1:22:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.4729, loss: 1.4729 2020-07-02 23:21:48,685 - mmaction - INFO - Epoch [245][340/940] lr: 2.165e-03, eta: 1:22:15, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4792, loss: 1.4792 2020-07-02 23:21:57,543 - mmaction - INFO - Epoch [245][360/940] lr: 2.165e-03, eta: 1:22:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4627, loss: 1.4627 2020-07-02 23:22:06,412 - mmaction - INFO - Epoch [245][380/940] lr: 2.165e-03, eta: 1:21:56, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5209, loss: 1.5209 2020-07-02 23:22:15,347 - mmaction - INFO - Epoch [245][400/940] lr: 2.165e-03, eta: 1:21:47, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8031, loss_cls: 1.5765, loss: 1.5765 2020-07-02 23:22:24,202 - mmaction - INFO - Epoch [245][420/940] lr: 2.165e-03, eta: 1:21:38, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.4343, loss: 1.4343 2020-07-02 23:22:33,016 - mmaction - INFO - Epoch [245][440/940] lr: 2.165e-03, eta: 1:21:29, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3273, loss: 1.3273 2020-07-02 23:22:42,137 - mmaction - INFO - Epoch [245][460/940] lr: 2.165e-03, eta: 1:21:20, time: 0.457, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.7906, loss_cls: 1.5319, loss: 1.5319 2020-07-02 23:22:50,889 - mmaction - INFO - Epoch [245][480/940] lr: 2.165e-03, eta: 1:21:11, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2779, loss: 1.2779 2020-07-02 23:22:59,669 - mmaction - INFO - Epoch [245][500/940] lr: 2.165e-03, eta: 1:21:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.5285, loss: 1.5285 2020-07-02 23:23:08,413 - mmaction - INFO - Epoch [245][520/940] lr: 2.165e-03, eta: 1:20:53, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8000, loss_cls: 1.5782, loss: 1.5782 2020-07-02 23:23:17,205 - mmaction - INFO - Epoch [245][540/940] lr: 2.165e-03, eta: 1:20:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.3212, loss: 1.3212 2020-07-02 23:23:26,516 - mmaction - INFO - Epoch [245][560/940] lr: 2.165e-03, eta: 1:20:35, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4953, loss: 1.4953 2020-07-02 23:23:35,324 - mmaction - INFO - Epoch [245][580/940] lr: 2.165e-03, eta: 1:20:26, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4384, loss: 1.4384 2020-07-02 23:23:44,195 - mmaction - INFO - Epoch [245][600/940] lr: 2.165e-03, eta: 1:20:17, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4708, loss: 1.4708 2020-07-02 23:23:53,012 - mmaction - INFO - Epoch [245][620/940] lr: 2.165e-03, eta: 1:20:08, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8156, loss_cls: 1.5186, loss: 1.5186 2020-07-02 23:24:01,726 - mmaction - INFO - Epoch [245][640/940] lr: 2.165e-03, eta: 1:19:59, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5660, loss: 1.5660 2020-07-02 23:24:10,572 - mmaction - INFO - Epoch [245][660/940] lr: 2.165e-03, eta: 1:19:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.4983, loss: 1.4983 2020-07-02 23:24:19,958 - mmaction - INFO - Epoch [245][680/940] lr: 2.165e-03, eta: 1:19:41, time: 0.469, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8094, loss_cls: 1.5604, loss: 1.5604 2020-07-02 23:24:28,727 - mmaction - INFO - Epoch [245][700/940] lr: 2.165e-03, eta: 1:19:32, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4688, loss: 1.4688 2020-07-02 23:24:37,929 - mmaction - INFO - Epoch [245][720/940] lr: 2.165e-03, eta: 1:19:23, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8031, loss_cls: 1.5515, loss: 1.5515 2020-07-02 23:24:46,722 - mmaction - INFO - Epoch [245][740/940] lr: 2.165e-03, eta: 1:19:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5201, loss: 1.5201 2020-07-02 23:24:55,514 - mmaction - INFO - Epoch [245][760/940] lr: 2.165e-03, eta: 1:19:05, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8500, loss_cls: 1.5746, loss: 1.5746 2020-07-02 23:25:04,336 - mmaction - INFO - Epoch [245][780/940] lr: 2.165e-03, eta: 1:18:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.7937, loss_cls: 1.6247, loss: 1.6247 2020-07-02 23:25:13,120 - mmaction - INFO - Epoch [245][800/940] lr: 2.165e-03, eta: 1:18:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5272, loss: 1.5272 2020-07-02 23:25:21,977 - mmaction - INFO - Epoch [245][820/940] lr: 2.165e-03, eta: 1:18:38, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3281, loss: 1.3281 2020-07-02 23:25:30,724 - mmaction - INFO - Epoch [245][840/940] lr: 2.165e-03, eta: 1:18:29, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3580, loss: 1.3580 2020-07-02 23:25:39,682 - mmaction - INFO - Epoch [245][860/940] lr: 2.165e-03, eta: 1:18:20, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6233, loss: 1.6233 2020-07-02 23:25:48,538 - mmaction - INFO - Epoch [245][880/940] lr: 2.165e-03, eta: 1:18:11, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3496, loss: 1.3496 2020-07-02 23:25:57,301 - mmaction - INFO - Epoch [245][900/940] lr: 2.165e-03, eta: 1:18:02, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8344, loss_cls: 1.4171, loss: 1.4171 2020-07-02 23:26:06,154 - mmaction - INFO - Epoch [245][920/940] lr: 2.165e-03, eta: 1:17:53, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.5769, loss: 1.5769 2020-07-02 23:26:14,582 - mmaction - INFO - Epoch [245][940/940] lr: 2.165e-03, eta: 1:17:44, time: 0.421, data_time: 0.001, memory: 6328, top1_acc: 0.6558, top5_acc: 0.8279, loss_cls: 1.4395, loss: 1.4395 2020-07-02 23:26:31,970 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 23:26:32,848 - mmaction - INFO - top1_acc 0.6556 top5_acc 0.8559 2020-07-02 23:26:32,849 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 23:26:32,906 - mmaction - INFO - mean_acc 0.6554 2020-07-02 23:26:32,916 - mmaction - INFO - Epoch [245][940/940] lr: 2.165e-03, top1_acc: 0.6556, top5_acc: 0.8559, mean_class_accuracy: 0.6554 2020-07-02 23:26:46,297 - mmaction - INFO - Epoch [246][20/940] lr: 1.819e-03, eta: 1:17:35, time: 0.669, data_time: 0.227, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4560, loss: 1.4560 2020-07-02 23:26:55,560 - mmaction - INFO - Epoch [246][40/940] lr: 1.819e-03, eta: 1:17:26, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.5927, loss: 1.5927 2020-07-02 23:27:04,395 - mmaction - INFO - Epoch [246][60/940] lr: 1.819e-03, eta: 1:17:17, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4668, loss: 1.4668 2020-07-02 23:27:13,264 - mmaction - INFO - Epoch [246][80/940] lr: 1.819e-03, eta: 1:17:08, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8438, loss_cls: 1.3407, loss: 1.3407 2020-07-02 23:27:22,097 - mmaction - INFO - Epoch [246][100/940] lr: 1.819e-03, eta: 1:16:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4135, loss: 1.4135 2020-07-02 23:27:30,933 - mmaction - INFO - Epoch [246][120/940] lr: 1.819e-03, eta: 1:16:50, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8031, loss_cls: 1.4702, loss: 1.4702 2020-07-02 23:27:39,791 - mmaction - INFO - Epoch [246][140/940] lr: 1.819e-03, eta: 1:16:41, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.3323, loss: 1.3323 2020-07-02 23:27:48,610 - mmaction - INFO - Epoch [246][160/940] lr: 1.819e-03, eta: 1:16:32, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3789, loss: 1.3789 2020-07-02 23:27:57,477 - mmaction - INFO - Epoch [246][180/940] lr: 1.819e-03, eta: 1:16:23, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8000, loss_cls: 1.5703, loss: 1.5703 2020-07-02 23:28:06,284 - mmaction - INFO - Epoch [246][200/940] lr: 1.819e-03, eta: 1:16:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.4572, loss: 1.4572 2020-07-02 23:28:15,152 - mmaction - INFO - Epoch [246][220/940] lr: 1.819e-03, eta: 1:16:05, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4464, loss: 1.4464 2020-07-02 23:28:24,095 - mmaction - INFO - Epoch [246][240/940] lr: 1.819e-03, eta: 1:15:56, time: 0.447, data_time: 0.005, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.3175, loss: 1.3175 2020-07-02 23:28:32,905 - mmaction - INFO - Epoch [246][260/940] lr: 1.819e-03, eta: 1:15:47, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.6984, loss: 1.6984 2020-07-02 23:28:42,293 - mmaction - INFO - Epoch [246][280/940] lr: 1.819e-03, eta: 1:15:38, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6037, loss: 1.6037 2020-07-02 23:28:51,078 - mmaction - INFO - Epoch [246][300/940] lr: 1.819e-03, eta: 1:15:28, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3668, loss: 1.3668 2020-07-02 23:28:59,952 - mmaction - INFO - Epoch [246][320/940] lr: 1.819e-03, eta: 1:15:19, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6181, loss: 1.6181 2020-07-02 23:29:08,722 - mmaction - INFO - Epoch [246][340/940] lr: 1.819e-03, eta: 1:15:10, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4038, loss: 1.4038 2020-07-02 23:29:17,534 - mmaction - INFO - Epoch [246][360/940] lr: 1.819e-03, eta: 1:15:01, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.5887, loss: 1.5887 2020-07-02 23:29:26,319 - mmaction - INFO - Epoch [246][380/940] lr: 1.819e-03, eta: 1:14:52, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3341, loss: 1.3341 2020-07-02 23:29:35,130 - mmaction - INFO - Epoch [246][400/940] lr: 1.819e-03, eta: 1:14:43, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4343, loss: 1.4343 2020-07-02 23:29:43,975 - mmaction - INFO - Epoch [246][420/940] lr: 1.819e-03, eta: 1:14:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.6364, loss: 1.6364 2020-07-02 23:29:52,792 - mmaction - INFO - Epoch [246][440/940] lr: 1.819e-03, eta: 1:14:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5357, loss: 1.5357 2020-07-02 23:30:01,609 - mmaction - INFO - Epoch [246][460/940] lr: 1.819e-03, eta: 1:14:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3472, loss: 1.3472 2020-07-02 23:30:10,443 - mmaction - INFO - Epoch [246][480/940] lr: 1.819e-03, eta: 1:14:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8063, loss_cls: 1.5678, loss: 1.5678 2020-07-02 23:30:19,632 - mmaction - INFO - Epoch [246][500/940] lr: 1.819e-03, eta: 1:13:58, time: 0.460, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5332, loss: 1.5332 2020-07-02 23:30:28,532 - mmaction - INFO - Epoch [246][520/940] lr: 1.819e-03, eta: 1:13:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4941, loss: 1.4941 2020-07-02 23:30:37,324 - mmaction - INFO - Epoch [246][540/940] lr: 1.819e-03, eta: 1:13:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.4100, loss: 1.4100 2020-07-02 23:30:46,931 - mmaction - INFO - Epoch [246][560/940] lr: 1.819e-03, eta: 1:13:31, time: 0.480, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8438, loss_cls: 1.4161, loss: 1.4161 2020-07-02 23:30:55,707 - mmaction - INFO - Epoch [246][580/940] lr: 1.819e-03, eta: 1:13:22, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.4271, loss: 1.4271 2020-07-02 23:31:04,980 - mmaction - INFO - Epoch [246][600/940] lr: 1.819e-03, eta: 1:13:13, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.3554, loss: 1.3554 2020-07-02 23:31:13,809 - mmaction - INFO - Epoch [246][620/940] lr: 1.819e-03, eta: 1:13:04, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3719, loss: 1.3719 2020-07-02 23:31:22,665 - mmaction - INFO - Epoch [246][640/940] lr: 1.819e-03, eta: 1:12:55, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3819, loss: 1.3819 2020-07-02 23:31:31,481 - mmaction - INFO - Epoch [246][660/940] lr: 1.819e-03, eta: 1:12:46, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4529, loss: 1.4529 2020-07-02 23:31:40,438 - mmaction - INFO - Epoch [246][680/940] lr: 1.819e-03, eta: 1:12:37, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8344, loss_cls: 1.4167, loss: 1.4167 2020-07-02 23:31:49,277 - mmaction - INFO - Epoch [246][700/940] lr: 1.819e-03, eta: 1:12:28, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3357, loss: 1.3357 2020-07-02 23:31:58,484 - mmaction - INFO - Epoch [246][720/940] lr: 1.819e-03, eta: 1:12:19, time: 0.460, data_time: 0.004, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4319, loss: 1.4319 2020-07-02 23:32:07,269 - mmaction - INFO - Epoch [246][740/940] lr: 1.819e-03, eta: 1:12:10, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.7875, loss_cls: 1.6742, loss: 1.6742 2020-07-02 23:32:16,079 - mmaction - INFO - Epoch [246][760/940] lr: 1.819e-03, eta: 1:12:01, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8375, loss_cls: 1.4470, loss: 1.4470 2020-07-02 23:32:24,986 - mmaction - INFO - Epoch [246][780/940] lr: 1.819e-03, eta: 1:11:52, time: 0.446, data_time: 0.007, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.3861, loss: 1.3861 2020-07-02 23:32:33,808 - mmaction - INFO - Epoch [246][800/940] lr: 1.819e-03, eta: 1:11:43, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8406, loss_cls: 1.3837, loss: 1.3837 2020-07-02 23:32:42,578 - mmaction - INFO - Epoch [246][820/940] lr: 1.819e-03, eta: 1:11:34, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.6329, loss: 1.6329 2020-07-02 23:32:51,363 - mmaction - INFO - Epoch [246][840/940] lr: 1.819e-03, eta: 1:11:25, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3634, loss: 1.3634 2020-07-02 23:33:00,216 - mmaction - INFO - Epoch [246][860/940] lr: 1.819e-03, eta: 1:11:16, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8281, loss_cls: 1.4513, loss: 1.4513 2020-07-02 23:33:09,058 - mmaction - INFO - Epoch [246][880/940] lr: 1.819e-03, eta: 1:11:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.4295, loss: 1.4295 2020-07-02 23:33:17,875 - mmaction - INFO - Epoch [246][900/940] lr: 1.819e-03, eta: 1:10:58, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4588, loss: 1.4588 2020-07-02 23:33:26,765 - mmaction - INFO - Epoch [246][920/940] lr: 1.819e-03, eta: 1:10:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.3744, loss: 1.3744 2020-07-02 23:33:35,165 - mmaction - INFO - Epoch [246][940/940] lr: 1.819e-03, eta: 1:10:40, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.6234, top5_acc: 0.8636, loss_cls: 1.3910, loss: 1.3910 2020-07-02 23:33:50,087 - mmaction - INFO - Epoch [247][20/940] lr: 1.504e-03, eta: 1:10:31, time: 0.729, data_time: 0.281, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8000, loss_cls: 1.5781, loss: 1.5781 2020-07-02 23:33:58,918 - mmaction - INFO - Epoch [247][40/940] lr: 1.504e-03, eta: 1:10:22, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.3662, loss: 1.3662 2020-07-02 23:34:07,787 - mmaction - INFO - Epoch [247][60/940] lr: 1.504e-03, eta: 1:10:13, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8594, loss_cls: 1.4755, loss: 1.4755 2020-07-02 23:34:16,579 - mmaction - INFO - Epoch [247][80/940] lr: 1.504e-03, eta: 1:10:04, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.4247, loss: 1.4247 2020-07-02 23:34:25,403 - mmaction - INFO - Epoch [247][100/940] lr: 1.504e-03, eta: 1:09:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4480, loss: 1.4480 2020-07-02 23:34:34,167 - mmaction - INFO - Epoch [247][120/940] lr: 1.504e-03, eta: 1:09:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4484, loss: 1.4484 2020-07-02 23:34:42,930 - mmaction - INFO - Epoch [247][140/940] lr: 1.504e-03, eta: 1:09:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2824, loss: 1.2824 2020-07-02 23:34:51,719 - mmaction - INFO - Epoch [247][160/940] lr: 1.504e-03, eta: 1:09:28, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.7906, loss_cls: 1.6947, loss: 1.6947 2020-07-02 23:35:00,600 - mmaction - INFO - Epoch [247][180/940] lr: 1.504e-03, eta: 1:09:19, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.3804, loss: 1.3804 2020-07-02 23:35:09,440 - mmaction - INFO - Epoch [247][200/940] lr: 1.504e-03, eta: 1:09:10, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.3398, loss: 1.3398 2020-07-02 23:35:18,267 - mmaction - INFO - Epoch [247][220/940] lr: 1.504e-03, eta: 1:09:00, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4331, loss: 1.4331 2020-07-02 23:35:27,058 - mmaction - INFO - Epoch [247][240/940] lr: 1.504e-03, eta: 1:08:51, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.5384, loss: 1.5384 2020-07-02 23:35:35,872 - mmaction - INFO - Epoch [247][260/940] lr: 1.504e-03, eta: 1:08:42, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3936, loss: 1.3936 2020-07-02 23:35:44,695 - mmaction - INFO - Epoch [247][280/940] lr: 1.504e-03, eta: 1:08:33, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3103, loss: 1.3103 2020-07-02 23:35:53,477 - mmaction - INFO - Epoch [247][300/940] lr: 1.504e-03, eta: 1:08:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3764, loss: 1.3764 2020-07-02 23:36:02,315 - mmaction - INFO - Epoch [247][320/940] lr: 1.504e-03, eta: 1:08:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4472, loss: 1.4472 2020-07-02 23:36:11,168 - mmaction - INFO - Epoch [247][340/940] lr: 1.504e-03, eta: 1:08:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4730, loss: 1.4730 2020-07-02 23:36:20,016 - mmaction - INFO - Epoch [247][360/940] lr: 1.504e-03, eta: 1:07:57, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5323, loss: 1.5323 2020-07-02 23:36:28,822 - mmaction - INFO - Epoch [247][380/940] lr: 1.504e-03, eta: 1:07:48, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3528, loss: 1.3528 2020-07-02 23:36:37,669 - mmaction - INFO - Epoch [247][400/940] lr: 1.504e-03, eta: 1:07:39, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2839, loss: 1.2839 2020-07-02 23:36:46,560 - mmaction - INFO - Epoch [247][420/940] lr: 1.504e-03, eta: 1:07:30, time: 0.445, data_time: 0.000, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3570, loss: 1.3570 2020-07-02 23:36:55,345 - mmaction - INFO - Epoch [247][440/940] lr: 1.504e-03, eta: 1:07:21, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4389, loss: 1.4389 2020-07-02 23:37:04,089 - mmaction - INFO - Epoch [247][460/940] lr: 1.504e-03, eta: 1:07:12, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.4585, loss: 1.4585 2020-07-02 23:37:12,915 - mmaction - INFO - Epoch [247][480/940] lr: 1.504e-03, eta: 1:07:03, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6578, loss: 1.6578 2020-07-02 23:37:21,792 - mmaction - INFO - Epoch [247][500/940] lr: 1.504e-03, eta: 1:06:54, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3979, loss: 1.3979 2020-07-02 23:37:30,631 - mmaction - INFO - Epoch [247][520/940] lr: 1.504e-03, eta: 1:06:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8219, loss_cls: 1.5077, loss: 1.5077 2020-07-02 23:37:39,461 - mmaction - INFO - Epoch [247][540/940] lr: 1.504e-03, eta: 1:06:36, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4289, loss: 1.4289 2020-07-02 23:37:48,310 - mmaction - INFO - Epoch [247][560/940] lr: 1.504e-03, eta: 1:06:27, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8031, loss_cls: 1.5550, loss: 1.5550 2020-07-02 23:37:57,041 - mmaction - INFO - Epoch [247][580/940] lr: 1.504e-03, eta: 1:06:18, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2848, loss: 1.2848 2020-07-02 23:38:05,924 - mmaction - INFO - Epoch [247][600/940] lr: 1.504e-03, eta: 1:06:09, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6346, loss: 1.6346 2020-07-02 23:38:14,666 - mmaction - INFO - Epoch [247][620/940] lr: 1.504e-03, eta: 1:06:00, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4829, loss: 1.4829 2020-07-02 23:38:23,473 - mmaction - INFO - Epoch [247][640/940] lr: 1.504e-03, eta: 1:05:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.3376, loss: 1.3376 2020-07-02 23:38:32,262 - mmaction - INFO - Epoch [247][660/940] lr: 1.504e-03, eta: 1:05:42, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8156, loss_cls: 1.5907, loss: 1.5907 2020-07-02 23:38:41,045 - mmaction - INFO - Epoch [247][680/940] lr: 1.504e-03, eta: 1:05:33, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8156, loss_cls: 1.4818, loss: 1.4818 2020-07-02 23:38:49,899 - mmaction - INFO - Epoch [247][700/940] lr: 1.504e-03, eta: 1:05:24, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8438, loss_cls: 1.4438, loss: 1.4438 2020-07-02 23:38:59,090 - mmaction - INFO - Epoch [247][720/940] lr: 1.504e-03, eta: 1:05:15, time: 0.461, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.5181, loss: 1.5181 2020-07-02 23:39:07,889 - mmaction - INFO - Epoch [247][740/940] lr: 1.504e-03, eta: 1:05:06, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8281, loss_cls: 1.4236, loss: 1.4236 2020-07-02 23:39:16,693 - mmaction - INFO - Epoch [247][760/940] lr: 1.504e-03, eta: 1:04:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2855, loss: 1.2855 2020-07-02 23:39:25,472 - mmaction - INFO - Epoch [247][780/940] lr: 1.504e-03, eta: 1:04:48, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5230, loss: 1.5230 2020-07-02 23:39:34,284 - mmaction - INFO - Epoch [247][800/940] lr: 1.504e-03, eta: 1:04:39, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8031, loss_cls: 1.5331, loss: 1.5331 2020-07-02 23:39:43,126 - mmaction - INFO - Epoch [247][820/940] lr: 1.504e-03, eta: 1:04:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.5062, loss: 1.5062 2020-07-02 23:39:51,960 - mmaction - INFO - Epoch [247][840/940] lr: 1.504e-03, eta: 1:04:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3328, loss: 1.3328 2020-07-02 23:40:00,721 - mmaction - INFO - Epoch [247][860/940] lr: 1.504e-03, eta: 1:04:12, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3666, loss: 1.3666 2020-07-02 23:40:09,522 - mmaction - INFO - Epoch [247][880/940] lr: 1.504e-03, eta: 1:04:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5417, loss: 1.5417 2020-07-02 23:40:18,420 - mmaction - INFO - Epoch [247][900/940] lr: 1.504e-03, eta: 1:03:54, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8000, loss_cls: 1.6421, loss: 1.6421 2020-07-02 23:40:27,220 - mmaction - INFO - Epoch [247][920/940] lr: 1.504e-03, eta: 1:03:44, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.5074, loss: 1.5074 2020-07-02 23:40:35,687 - mmaction - INFO - Epoch [247][940/940] lr: 1.504e-03, eta: 1:03:35, time: 0.424, data_time: 0.002, memory: 6328, top1_acc: 0.6558, top5_acc: 0.8344, loss_cls: 1.4703, loss: 1.4703 2020-07-02 23:40:50,343 - mmaction - INFO - Epoch [248][20/940] lr: 1.219e-03, eta: 1:03:27, time: 0.716, data_time: 0.261, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5783, loss: 1.5783 2020-07-02 23:40:59,164 - mmaction - INFO - Epoch [248][40/940] lr: 1.219e-03, eta: 1:03:18, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.3191, loss: 1.3191 2020-07-02 23:41:08,003 - mmaction - INFO - Epoch [248][60/940] lr: 1.219e-03, eta: 1:03:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.7969, loss_cls: 1.5506, loss: 1.5506 2020-07-02 23:41:16,962 - mmaction - INFO - Epoch [248][80/940] lr: 1.219e-03, eta: 1:03:00, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4413, loss: 1.4413 2020-07-02 23:41:25,822 - mmaction - INFO - Epoch [248][100/940] lr: 1.219e-03, eta: 1:02:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3750, loss: 1.3750 2020-07-02 23:41:34,659 - mmaction - INFO - Epoch [248][120/940] lr: 1.219e-03, eta: 1:02:41, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.5958, loss: 1.5958 2020-07-02 23:41:43,464 - mmaction - INFO - Epoch [248][140/940] lr: 1.219e-03, eta: 1:02:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.3156, loss: 1.3156 2020-07-02 23:41:52,396 - mmaction - INFO - Epoch [248][160/940] lr: 1.219e-03, eta: 1:02:23, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8344, loss_cls: 1.3179, loss: 1.3179 2020-07-02 23:42:01,665 - mmaction - INFO - Epoch [248][180/940] lr: 1.219e-03, eta: 1:02:14, time: 0.462, data_time: 0.002, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8250, loss_cls: 1.4186, loss: 1.4186 2020-07-02 23:42:10,435 - mmaction - INFO - Epoch [248][200/940] lr: 1.219e-03, eta: 1:02:05, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.3670, loss: 1.3670 2020-07-02 23:42:19,257 - mmaction - INFO - Epoch [248][220/940] lr: 1.219e-03, eta: 1:01:56, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.5497, loss: 1.5497 2020-07-02 23:42:28,083 - mmaction - INFO - Epoch [248][240/940] lr: 1.219e-03, eta: 1:01:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8688, loss_cls: 1.4887, loss: 1.4887 2020-07-02 23:42:36,895 - mmaction - INFO - Epoch [248][260/940] lr: 1.219e-03, eta: 1:01:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8313, loss_cls: 1.4786, loss: 1.4786 2020-07-02 23:42:45,661 - mmaction - INFO - Epoch [248][280/940] lr: 1.219e-03, eta: 1:01:29, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.5491, loss: 1.5491 2020-07-02 23:42:54,437 - mmaction - INFO - Epoch [248][300/940] lr: 1.219e-03, eta: 1:01:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.4749, loss: 1.4749 2020-07-02 23:43:03,797 - mmaction - INFO - Epoch [248][320/940] lr: 1.219e-03, eta: 1:01:11, time: 0.468, data_time: 0.003, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8531, loss_cls: 1.3436, loss: 1.3436 2020-07-02 23:43:12,645 - mmaction - INFO - Epoch [248][340/940] lr: 1.219e-03, eta: 1:01:02, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.7937, loss_cls: 1.5686, loss: 1.5686 2020-07-02 23:43:21,453 - mmaction - INFO - Epoch [248][360/940] lr: 1.219e-03, eta: 1:00:53, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3783, loss: 1.3783 2020-07-02 23:43:30,317 - mmaction - INFO - Epoch [248][380/940] lr: 1.219e-03, eta: 1:00:44, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8844, loss_cls: 1.2962, loss: 1.2962 2020-07-02 23:43:39,196 - mmaction - INFO - Epoch [248][400/940] lr: 1.219e-03, eta: 1:00:35, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4749, loss: 1.4749 2020-07-02 23:43:48,042 - mmaction - INFO - Epoch [248][420/940] lr: 1.219e-03, eta: 1:00:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3288, loss: 1.3288 2020-07-02 23:43:56,896 - mmaction - INFO - Epoch [248][440/940] lr: 1.219e-03, eta: 1:00:17, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5529, loss: 1.5529 2020-07-02 23:44:05,716 - mmaction - INFO - Epoch [248][460/940] lr: 1.219e-03, eta: 1:00:08, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5503, loss: 1.5503 2020-07-02 23:44:14,513 - mmaction - INFO - Epoch [248][480/940] lr: 1.219e-03, eta: 0:59:59, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3879, loss: 1.3879 2020-07-02 23:44:23,324 - mmaction - INFO - Epoch [248][500/940] lr: 1.219e-03, eta: 0:59:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4759, loss: 1.4759 2020-07-02 23:44:32,172 - mmaction - INFO - Epoch [248][520/940] lr: 1.219e-03, eta: 0:59:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3295, loss: 1.3295 2020-07-02 23:44:41,078 - mmaction - INFO - Epoch [248][540/940] lr: 1.219e-03, eta: 0:59:32, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8063, loss_cls: 1.5244, loss: 1.5244 2020-07-02 23:44:49,881 - mmaction - INFO - Epoch [248][560/940] lr: 1.219e-03, eta: 0:59:23, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4396, loss: 1.4396 2020-07-02 23:44:58,657 - mmaction - INFO - Epoch [248][580/940] lr: 1.219e-03, eta: 0:59:14, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.3002, loss: 1.3002 2020-07-02 23:45:07,514 - mmaction - INFO - Epoch [248][600/940] lr: 1.219e-03, eta: 0:59:05, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8063, loss_cls: 1.4714, loss: 1.4714 2020-07-02 23:45:16,350 - mmaction - INFO - Epoch [248][620/940] lr: 1.219e-03, eta: 0:58:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4845, loss: 1.4845 2020-07-02 23:45:25,410 - mmaction - INFO - Epoch [248][640/940] lr: 1.219e-03, eta: 0:58:47, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8625, loss_cls: 1.4072, loss: 1.4072 2020-07-02 23:45:34,200 - mmaction - INFO - Epoch [248][660/940] lr: 1.219e-03, eta: 0:58:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4744, loss: 1.4744 2020-07-02 23:45:43,109 - mmaction - INFO - Epoch [248][680/940] lr: 1.219e-03, eta: 0:58:29, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4037, loss: 1.4037 2020-07-02 23:45:51,983 - mmaction - INFO - Epoch [248][700/940] lr: 1.219e-03, eta: 0:58:20, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3715, loss: 1.3715 2020-07-02 23:46:00,786 - mmaction - INFO - Epoch [248][720/940] lr: 1.219e-03, eta: 0:58:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.3086, loss: 1.3086 2020-07-02 23:46:10,051 - mmaction - INFO - Epoch [248][740/940] lr: 1.219e-03, eta: 0:58:02, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5273, loss: 1.5273 2020-07-02 23:46:18,776 - mmaction - INFO - Epoch [248][760/940] lr: 1.219e-03, eta: 0:57:53, time: 0.435, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8281, loss_cls: 1.4252, loss: 1.4252 2020-07-02 23:46:27,603 - mmaction - INFO - Epoch [248][780/940] lr: 1.219e-03, eta: 0:57:44, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.4812, loss: 1.4812 2020-07-02 23:46:36,410 - mmaction - INFO - Epoch [248][800/940] lr: 1.219e-03, eta: 0:57:35, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8313, loss_cls: 1.3672, loss: 1.3672 2020-07-02 23:46:45,214 - mmaction - INFO - Epoch [248][820/940] lr: 1.219e-03, eta: 0:57:26, time: 0.440, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3461, loss: 1.3461 2020-07-02 23:46:53,988 - mmaction - INFO - Epoch [248][840/940] lr: 1.219e-03, eta: 0:57:17, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3804, loss: 1.3804 2020-07-02 23:47:02,720 - mmaction - INFO - Epoch [248][860/940] lr: 1.219e-03, eta: 0:57:07, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4641, loss: 1.4641 2020-07-02 23:47:11,468 - mmaction - INFO - Epoch [248][880/940] lr: 1.219e-03, eta: 0:56:58, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4841, loss: 1.4841 2020-07-02 23:47:20,268 - mmaction - INFO - Epoch [248][900/940] lr: 1.219e-03, eta: 0:56:49, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8688, loss_cls: 1.4213, loss: 1.4213 2020-07-02 23:47:29,183 - mmaction - INFO - Epoch [248][920/940] lr: 1.219e-03, eta: 0:56:40, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3067, loss: 1.3067 2020-07-02 23:47:37,651 - mmaction - INFO - Epoch [248][940/940] lr: 1.219e-03, eta: 0:56:31, time: 0.424, data_time: 0.001, memory: 6328, top1_acc: 0.6818, top5_acc: 0.8377, loss_cls: 1.3477, loss: 1.3477 2020-07-02 23:47:37,994 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-07-02 23:47:52,281 - mmaction - INFO - Epoch [249][20/940] lr: 9.631e-04, eta: 0:56:22, time: 0.651, data_time: 0.186, memory: 6328, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.2825, loss: 1.2825 2020-07-02 23:48:01,081 - mmaction - INFO - Epoch [249][40/940] lr: 9.631e-04, eta: 0:56:13, time: 0.439, data_time: 0.004, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8438, loss_cls: 1.3558, loss: 1.3558 2020-07-02 23:48:09,857 - mmaction - INFO - Epoch [249][60/940] lr: 9.631e-04, eta: 0:56:04, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.4043, loss: 1.4043 2020-07-02 23:48:19,156 - mmaction - INFO - Epoch [249][80/940] lr: 9.631e-04, eta: 0:55:55, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.4811, loss: 1.4811 2020-07-02 23:48:28,078 - mmaction - INFO - Epoch [249][100/940] lr: 9.631e-04, eta: 0:55:46, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4589, loss: 1.4589 2020-07-02 23:48:36,913 - mmaction - INFO - Epoch [249][120/940] lr: 9.631e-04, eta: 0:55:37, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8156, loss_cls: 1.5143, loss: 1.5143 2020-07-02 23:48:45,618 - mmaction - INFO - Epoch [249][140/940] lr: 9.631e-04, eta: 0:55:28, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4526, loss: 1.4526 2020-07-02 23:48:54,395 - mmaction - INFO - Epoch [249][160/940] lr: 9.631e-04, eta: 0:55:19, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2832, loss: 1.2832 2020-07-02 23:49:03,167 - mmaction - INFO - Epoch [249][180/940] lr: 9.631e-04, eta: 0:55:10, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3913, loss: 1.3913 2020-07-02 23:49:11,965 - mmaction - INFO - Epoch [249][200/940] lr: 9.631e-04, eta: 0:55:01, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8250, loss_cls: 1.3785, loss: 1.3785 2020-07-02 23:49:20,769 - mmaction - INFO - Epoch [249][220/940] lr: 9.631e-04, eta: 0:54:52, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4780, loss: 1.4780 2020-07-02 23:49:29,710 - mmaction - INFO - Epoch [249][240/940] lr: 9.631e-04, eta: 0:54:43, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.6944, loss: 1.6944 2020-07-02 23:49:38,524 - mmaction - INFO - Epoch [249][260/940] lr: 9.631e-04, eta: 0:54:34, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3756, loss: 1.3756 2020-07-02 23:49:47,460 - mmaction - INFO - Epoch [249][280/940] lr: 9.631e-04, eta: 0:54:25, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.3869, loss: 1.3869 2020-07-02 23:49:56,219 - mmaction - INFO - Epoch [249][300/940] lr: 9.631e-04, eta: 0:54:16, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3344, loss: 1.3344 2020-07-02 23:50:05,208 - mmaction - INFO - Epoch [249][320/940] lr: 9.631e-04, eta: 0:54:07, time: 0.449, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3021, loss: 1.3021 2020-07-02 23:50:13,990 - mmaction - INFO - Epoch [249][340/940] lr: 9.631e-04, eta: 0:53:58, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.3084, loss: 1.3084 2020-07-02 23:50:23,406 - mmaction - INFO - Epoch [249][360/940] lr: 9.631e-04, eta: 0:53:49, time: 0.471, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5297, loss: 1.5297 2020-07-02 23:50:32,660 - mmaction - INFO - Epoch [249][380/940] lr: 9.631e-04, eta: 0:53:40, time: 0.463, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.4748, loss: 1.4748 2020-07-02 23:50:41,399 - mmaction - INFO - Epoch [249][400/940] lr: 9.631e-04, eta: 0:53:31, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2438, loss: 1.2438 2020-07-02 23:50:50,183 - mmaction - INFO - Epoch [249][420/940] lr: 9.631e-04, eta: 0:53:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.3593, loss: 1.3593 2020-07-02 23:50:58,967 - mmaction - INFO - Epoch [249][440/940] lr: 9.631e-04, eta: 0:53:13, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6649, loss: 1.6649 2020-07-02 23:51:07,745 - mmaction - INFO - Epoch [249][460/940] lr: 9.631e-04, eta: 0:53:04, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2346, loss: 1.2346 2020-07-02 23:51:17,065 - mmaction - INFO - Epoch [249][480/940] lr: 9.631e-04, eta: 0:52:55, time: 0.466, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8219, loss_cls: 1.5146, loss: 1.5146 2020-07-02 23:51:25,764 - mmaction - INFO - Epoch [249][500/940] lr: 9.631e-04, eta: 0:52:46, time: 0.435, data_time: 0.002, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4787, loss: 1.4787 2020-07-02 23:51:34,560 - mmaction - INFO - Epoch [249][520/940] lr: 9.631e-04, eta: 0:52:37, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4133, loss: 1.4133 2020-07-02 23:51:43,317 - mmaction - INFO - Epoch [249][540/940] lr: 9.631e-04, eta: 0:52:28, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.2879, loss: 1.2879 2020-07-02 23:51:52,127 - mmaction - INFO - Epoch [249][560/940] lr: 9.631e-04, eta: 0:52:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3454, loss: 1.3454 2020-07-02 23:52:00,966 - mmaction - INFO - Epoch [249][580/940] lr: 9.631e-04, eta: 0:52:10, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4095, loss: 1.4095 2020-07-02 23:52:09,801 - mmaction - INFO - Epoch [249][600/940] lr: 9.631e-04, eta: 0:52:01, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.3404, loss: 1.3404 2020-07-02 23:52:18,611 - mmaction - INFO - Epoch [249][620/940] lr: 9.631e-04, eta: 0:51:52, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8156, loss_cls: 1.4867, loss: 1.4867 2020-07-02 23:52:27,415 - mmaction - INFO - Epoch [249][640/940] lr: 9.631e-04, eta: 0:51:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4350, loss: 1.4350 2020-07-02 23:52:36,254 - mmaction - INFO - Epoch [249][660/940] lr: 9.631e-04, eta: 0:51:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.4403, loss: 1.4403 2020-07-02 23:52:45,100 - mmaction - INFO - Epoch [249][680/940] lr: 9.631e-04, eta: 0:51:25, time: 0.443, data_time: 0.004, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3911, loss: 1.3911 2020-07-02 23:52:54,279 - mmaction - INFO - Epoch [249][700/940] lr: 9.631e-04, eta: 0:51:16, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3355, loss: 1.3355 2020-07-02 23:53:03,073 - mmaction - INFO - Epoch [249][720/940] lr: 9.631e-04, eta: 0:51:07, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4318, loss: 1.4318 2020-07-02 23:53:11,932 - mmaction - INFO - Epoch [249][740/940] lr: 9.631e-04, eta: 0:50:58, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.5296, loss: 1.5296 2020-07-02 23:53:20,732 - mmaction - INFO - Epoch [249][760/940] lr: 9.631e-04, eta: 0:50:49, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4506, loss: 1.4506 2020-07-02 23:53:29,551 - mmaction - INFO - Epoch [249][780/940] lr: 9.631e-04, eta: 0:50:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4713, loss: 1.4713 2020-07-02 23:53:38,299 - mmaction - INFO - Epoch [249][800/940] lr: 9.631e-04, eta: 0:50:30, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.4257, loss: 1.4257 2020-07-02 23:53:47,118 - mmaction - INFO - Epoch [249][820/940] lr: 9.631e-04, eta: 0:50:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2824, loss: 1.2824 2020-07-02 23:53:55,909 - mmaction - INFO - Epoch [249][840/940] lr: 9.631e-04, eta: 0:50:12, time: 0.441, data_time: 0.003, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.4744, loss: 1.4744 2020-07-02 23:54:05,215 - mmaction - INFO - Epoch [249][860/940] lr: 9.631e-04, eta: 0:50:03, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5638, loss: 1.5638 2020-07-02 23:54:14,011 - mmaction - INFO - Epoch [249][880/940] lr: 9.631e-04, eta: 0:49:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4334, loss: 1.4334 2020-07-02 23:54:22,811 - mmaction - INFO - Epoch [249][900/940] lr: 9.631e-04, eta: 0:49:45, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8313, loss_cls: 1.4608, loss: 1.4608 2020-07-02 23:54:31,575 - mmaction - INFO - Epoch [249][920/940] lr: 9.631e-04, eta: 0:49:36, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2250, loss: 1.2250 2020-07-02 23:54:39,959 - mmaction - INFO - Epoch [249][940/940] lr: 9.631e-04, eta: 0:49:27, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.6591, top5_acc: 0.8539, loss_cls: 1.4039, loss: 1.4039 2020-07-02 23:54:54,597 - mmaction - INFO - Epoch [250][20/940] lr: 7.375e-04, eta: 0:49:18, time: 0.714, data_time: 0.269, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8281, loss_cls: 1.5353, loss: 1.5353 2020-07-02 23:55:03,390 - mmaction - INFO - Epoch [250][40/940] lr: 7.375e-04, eta: 0:49:09, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4573, loss: 1.4573 2020-07-02 23:55:12,201 - mmaction - INFO - Epoch [250][60/940] lr: 7.375e-04, eta: 0:49:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5683, loss: 1.5683 2020-07-02 23:55:20,973 - mmaction - INFO - Epoch [250][80/940] lr: 7.375e-04, eta: 0:48:51, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8063, loss_cls: 1.6569, loss: 1.6569 2020-07-02 23:55:29,749 - mmaction - INFO - Epoch [250][100/940] lr: 7.375e-04, eta: 0:48:42, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.7906, loss_cls: 1.5476, loss: 1.5476 2020-07-02 23:55:38,517 - mmaction - INFO - Epoch [250][120/940] lr: 7.375e-04, eta: 0:48:33, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4691, loss: 1.4691 2020-07-02 23:55:47,812 - mmaction - INFO - Epoch [250][140/940] lr: 7.375e-04, eta: 0:48:24, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8438, loss_cls: 1.4132, loss: 1.4132 2020-07-02 23:55:56,587 - mmaction - INFO - Epoch [250][160/940] lr: 7.375e-04, eta: 0:48:15, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3838, loss: 1.3838 2020-07-02 23:56:05,376 - mmaction - INFO - Epoch [250][180/940] lr: 7.375e-04, eta: 0:48:06, time: 0.440, data_time: 0.003, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4746, loss: 1.4746 2020-07-02 23:56:14,201 - mmaction - INFO - Epoch [250][200/940] lr: 7.375e-04, eta: 0:47:57, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5713, loss: 1.5713 2020-07-02 23:56:23,032 - mmaction - INFO - Epoch [250][220/940] lr: 7.375e-04, eta: 0:47:48, time: 0.441, data_time: 0.000, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.2821, loss: 1.2821 2020-07-02 23:56:31,882 - mmaction - INFO - Epoch [250][240/940] lr: 7.375e-04, eta: 0:47:39, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8781, loss_cls: 1.3772, loss: 1.3772 2020-07-02 23:56:40,738 - mmaction - INFO - Epoch [250][260/940] lr: 7.375e-04, eta: 0:47:30, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4338, loss: 1.4338 2020-07-02 23:56:49,538 - mmaction - INFO - Epoch [250][280/940] lr: 7.375e-04, eta: 0:47:21, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4146, loss: 1.4146 2020-07-02 23:56:58,323 - mmaction - INFO - Epoch [250][300/940] lr: 7.375e-04, eta: 0:47:12, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.3377, loss: 1.3377 2020-07-02 23:57:07,047 - mmaction - INFO - Epoch [250][320/940] lr: 7.375e-04, eta: 0:47:03, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3999, loss: 1.3999 2020-07-02 23:57:15,839 - mmaction - INFO - Epoch [250][340/940] lr: 7.375e-04, eta: 0:46:54, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4223, loss: 1.4223 2020-07-02 23:57:24,715 - mmaction - INFO - Epoch [250][360/940] lr: 7.375e-04, eta: 0:46:45, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8156, loss_cls: 1.5658, loss: 1.5658 2020-07-02 23:57:33,513 - mmaction - INFO - Epoch [250][380/940] lr: 7.375e-04, eta: 0:46:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8281, loss_cls: 1.5107, loss: 1.5107 2020-07-02 23:57:42,769 - mmaction - INFO - Epoch [250][400/940] lr: 7.375e-04, eta: 0:46:27, time: 0.464, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4594, loss: 1.4594 2020-07-02 23:57:51,600 - mmaction - INFO - Epoch [250][420/940] lr: 7.375e-04, eta: 0:46:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8187, loss_cls: 1.5033, loss: 1.5033 2020-07-02 23:58:00,411 - mmaction - INFO - Epoch [250][440/940] lr: 7.375e-04, eta: 0:46:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.7969, loss_cls: 1.6585, loss: 1.6585 2020-07-02 23:58:09,205 - mmaction - INFO - Epoch [250][460/940] lr: 7.375e-04, eta: 0:46:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.5335, loss: 1.5335 2020-07-02 23:58:18,135 - mmaction - INFO - Epoch [250][480/940] lr: 7.375e-04, eta: 0:45:51, time: 0.446, data_time: 0.003, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3371, loss: 1.3371 2020-07-02 23:58:27,045 - mmaction - INFO - Epoch [250][500/940] lr: 7.375e-04, eta: 0:45:42, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8219, loss_cls: 1.4963, loss: 1.4963 2020-07-02 23:58:36,358 - mmaction - INFO - Epoch [250][520/940] lr: 7.375e-04, eta: 0:45:33, time: 0.470, data_time: 0.006, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4346, loss: 1.4346 2020-07-02 23:58:45,133 - mmaction - INFO - Epoch [250][540/940] lr: 7.375e-04, eta: 0:45:24, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5209, loss: 1.5209 2020-07-02 23:58:54,271 - mmaction - INFO - Epoch [250][560/940] lr: 7.375e-04, eta: 0:45:15, time: 0.457, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5386, loss: 1.5386 2020-07-02 23:59:03,042 - mmaction - INFO - Epoch [250][580/940] lr: 7.375e-04, eta: 0:45:06, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.3199, loss: 1.3199 2020-07-02 23:59:11,972 - mmaction - INFO - Epoch [250][600/940] lr: 7.375e-04, eta: 0:44:57, time: 0.447, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4313, loss: 1.4313 2020-07-02 23:59:20,831 - mmaction - INFO - Epoch [250][620/940] lr: 7.375e-04, eta: 0:44:48, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.7063, top5_acc: 0.8531, loss_cls: 1.3418, loss: 1.3418 2020-07-02 23:59:29,943 - mmaction - INFO - Epoch [250][640/940] lr: 7.375e-04, eta: 0:44:39, time: 0.454, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.3475, loss: 1.3475 2020-07-02 23:59:38,745 - mmaction - INFO - Epoch [250][660/940] lr: 7.375e-04, eta: 0:44:30, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.4913, loss: 1.4913 2020-07-02 23:59:48,074 - mmaction - INFO - Epoch [250][680/940] lr: 7.375e-04, eta: 0:44:21, time: 0.466, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.3861, loss: 1.3861 2020-07-02 23:59:56,901 - mmaction - INFO - Epoch [250][700/940] lr: 7.375e-04, eta: 0:44:12, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.4160, loss: 1.4160 2020-07-03 00:00:10,810 - mmaction - INFO - Epoch [250][720/940] lr: 7.375e-04, eta: 0:44:03, time: 0.692, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.6759, loss: 1.6759 2020-07-03 00:00:19,704 - mmaction - INFO - Epoch [250][740/940] lr: 7.375e-04, eta: 0:43:54, time: 0.449, data_time: 0.008, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5945, loss: 1.5945 2020-07-03 00:00:28,504 - mmaction - INFO - Epoch [250][760/940] lr: 7.375e-04, eta: 0:43:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4073, loss: 1.4073 2020-07-03 00:00:37,313 - mmaction - INFO - Epoch [250][780/940] lr: 7.375e-04, eta: 0:43:36, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8094, loss_cls: 1.5263, loss: 1.5263 2020-07-03 00:00:46,078 - mmaction - INFO - Epoch [250][800/940] lr: 7.375e-04, eta: 0:43:27, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8125, loss_cls: 1.4849, loss: 1.4849 2020-07-03 00:00:54,870 - mmaction - INFO - Epoch [250][820/940] lr: 7.375e-04, eta: 0:43:18, time: 0.439, data_time: 0.003, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3566, loss: 1.3566 2020-07-03 00:01:03,711 - mmaction - INFO - Epoch [250][840/940] lr: 7.375e-04, eta: 0:43:09, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8344, loss_cls: 1.4985, loss: 1.4985 2020-07-03 00:01:12,519 - mmaction - INFO - Epoch [250][860/940] lr: 7.375e-04, eta: 0:43:00, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8469, loss_cls: 1.3274, loss: 1.3274 2020-07-03 00:01:21,327 - mmaction - INFO - Epoch [250][880/940] lr: 7.375e-04, eta: 0:42:50, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6312, top5_acc: 0.8531, loss_cls: 1.5295, loss: 1.5295 2020-07-03 00:01:30,146 - mmaction - INFO - Epoch [250][900/940] lr: 7.375e-04, eta: 0:42:41, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7021, loss: 1.7021 2020-07-03 00:01:38,930 - mmaction - INFO - Epoch [250][920/940] lr: 7.375e-04, eta: 0:42:32, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2734, loss: 1.2734 2020-07-03 00:01:47,320 - mmaction - INFO - Epoch [250][940/940] lr: 7.375e-04, eta: 0:42:23, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.6558, top5_acc: 0.8506, loss_cls: 1.3766, loss: 1.3766 2020-07-03 00:02:07,747 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 00:02:08,626 - mmaction - INFO - top1_acc 0.6620 top5_acc 0.8574 2020-07-03 00:02:08,626 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 00:02:08,697 - mmaction - INFO - mean_acc 0.6619 2020-07-03 00:02:08,706 - mmaction - INFO - Epoch [250][940/940] lr: 7.375e-04, top1_acc: 0.6620, top5_acc: 0.8574, mean_class_accuracy: 0.6619 2020-07-03 00:02:21,262 - mmaction - INFO - Epoch [251][20/940] lr: 5.419e-04, eta: 0:42:14, time: 0.626, data_time: 0.188, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4050, loss: 1.4050 2020-07-03 00:02:30,083 - mmaction - INFO - Epoch [251][40/940] lr: 5.419e-04, eta: 0:42:05, time: 0.441, data_time: 0.004, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8562, loss_cls: 1.3884, loss: 1.3884 2020-07-03 00:02:38,920 - mmaction - INFO - Epoch [251][60/940] lr: 5.419e-04, eta: 0:41:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4123, loss: 1.4123 2020-07-03 00:02:47,709 - mmaction - INFO - Epoch [251][80/940] lr: 5.419e-04, eta: 0:41:47, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8281, loss_cls: 1.4318, loss: 1.4318 2020-07-03 00:02:56,601 - mmaction - INFO - Epoch [251][100/940] lr: 5.419e-04, eta: 0:41:38, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.5064, loss: 1.5064 2020-07-03 00:03:05,455 - mmaction - INFO - Epoch [251][120/940] lr: 5.419e-04, eta: 0:41:29, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4728, loss: 1.4728 2020-07-03 00:03:14,317 - mmaction - INFO - Epoch [251][140/940] lr: 5.419e-04, eta: 0:41:20, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4413, loss: 1.4413 2020-07-03 00:03:23,674 - mmaction - INFO - Epoch [251][160/940] lr: 5.419e-04, eta: 0:41:11, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4008, loss: 1.4008 2020-07-03 00:03:32,443 - mmaction - INFO - Epoch [251][180/940] lr: 5.419e-04, eta: 0:41:02, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.4075, loss: 1.4075 2020-07-03 00:03:41,329 - mmaction - INFO - Epoch [251][200/940] lr: 5.419e-04, eta: 0:40:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.5006, loss: 1.5006 2020-07-03 00:03:50,195 - mmaction - INFO - Epoch [251][220/940] lr: 5.419e-04, eta: 0:40:44, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5060, loss: 1.5060 2020-07-03 00:03:59,048 - mmaction - INFO - Epoch [251][240/940] lr: 5.419e-04, eta: 0:40:35, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2969, loss: 1.2969 2020-07-03 00:04:07,878 - mmaction - INFO - Epoch [251][260/940] lr: 5.419e-04, eta: 0:40:26, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.4034, loss: 1.4034 2020-07-03 00:04:16,799 - mmaction - INFO - Epoch [251][280/940] lr: 5.419e-04, eta: 0:40:17, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2763, loss: 1.2763 2020-07-03 00:04:26,152 - mmaction - INFO - Epoch [251][300/940] lr: 5.419e-04, eta: 0:40:08, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.3962, loss: 1.3962 2020-07-03 00:04:34,974 - mmaction - INFO - Epoch [251][320/940] lr: 5.419e-04, eta: 0:39:59, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8156, loss_cls: 1.3938, loss: 1.3938 2020-07-03 00:04:43,786 - mmaction - INFO - Epoch [251][340/940] lr: 5.419e-04, eta: 0:39:50, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.3308, loss: 1.3308 2020-07-03 00:04:52,698 - mmaction - INFO - Epoch [251][360/940] lr: 5.419e-04, eta: 0:39:41, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.4995, loss: 1.4995 2020-07-03 00:05:01,524 - mmaction - INFO - Epoch [251][380/940] lr: 5.419e-04, eta: 0:39:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8156, loss_cls: 1.4944, loss: 1.4944 2020-07-03 00:05:10,282 - mmaction - INFO - Epoch [251][400/940] lr: 5.419e-04, eta: 0:39:23, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8344, loss_cls: 1.3557, loss: 1.3557 2020-07-03 00:05:19,071 - mmaction - INFO - Epoch [251][420/940] lr: 5.419e-04, eta: 0:39:14, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8281, loss_cls: 1.3929, loss: 1.3929 2020-07-03 00:05:27,821 - mmaction - INFO - Epoch [251][440/940] lr: 5.419e-04, eta: 0:39:05, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3140, loss: 1.3140 2020-07-03 00:05:36,608 - mmaction - INFO - Epoch [251][460/940] lr: 5.419e-04, eta: 0:38:56, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.2863, loss: 1.2863 2020-07-03 00:05:45,444 - mmaction - INFO - Epoch [251][480/940] lr: 5.419e-04, eta: 0:38:47, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3084, loss: 1.3084 2020-07-03 00:05:54,342 - mmaction - INFO - Epoch [251][500/940] lr: 5.419e-04, eta: 0:38:38, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.7281, top5_acc: 0.8656, loss_cls: 1.2101, loss: 1.2101 2020-07-03 00:06:03,137 - mmaction - INFO - Epoch [251][520/940] lr: 5.419e-04, eta: 0:38:29, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3977, loss: 1.3977 2020-07-03 00:06:11,919 - mmaction - INFO - Epoch [251][540/940] lr: 5.419e-04, eta: 0:38:20, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4664, loss: 1.4664 2020-07-03 00:06:20,698 - mmaction - INFO - Epoch [251][560/940] lr: 5.419e-04, eta: 0:38:11, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.7312, top5_acc: 0.8781, loss_cls: 1.2374, loss: 1.2374 2020-07-03 00:06:29,601 - mmaction - INFO - Epoch [251][580/940] lr: 5.419e-04, eta: 0:38:02, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5890, loss: 1.5890 2020-07-03 00:06:38,372 - mmaction - INFO - Epoch [251][600/940] lr: 5.419e-04, eta: 0:37:53, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.3995, loss: 1.3995 2020-07-03 00:06:47,276 - mmaction - INFO - Epoch [251][620/940] lr: 5.419e-04, eta: 0:37:44, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8313, loss_cls: 1.3987, loss: 1.3987 2020-07-03 00:06:56,124 - mmaction - INFO - Epoch [251][640/940] lr: 5.419e-04, eta: 0:37:35, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3851, loss: 1.3851 2020-07-03 00:07:05,336 - mmaction - INFO - Epoch [251][660/940] lr: 5.419e-04, eta: 0:37:26, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8031, loss_cls: 1.5951, loss: 1.5951 2020-07-03 00:07:14,123 - mmaction - INFO - Epoch [251][680/940] lr: 5.419e-04, eta: 0:37:17, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3235, loss: 1.3235 2020-07-03 00:07:22,911 - mmaction - INFO - Epoch [251][700/940] lr: 5.419e-04, eta: 0:37:08, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3179, loss: 1.3179 2020-07-03 00:07:31,718 - mmaction - INFO - Epoch [251][720/940] lr: 5.419e-04, eta: 0:36:59, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.3312, loss: 1.3312 2020-07-03 00:07:40,508 - mmaction - INFO - Epoch [251][740/940] lr: 5.419e-04, eta: 0:36:50, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3741, loss: 1.3741 2020-07-03 00:07:49,267 - mmaction - INFO - Epoch [251][760/940] lr: 5.419e-04, eta: 0:36:41, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.5884, loss: 1.5884 2020-07-03 00:07:58,190 - mmaction - INFO - Epoch [251][780/940] lr: 5.419e-04, eta: 0:36:32, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4073, loss: 1.4073 2020-07-03 00:08:07,033 - mmaction - INFO - Epoch [251][800/940] lr: 5.419e-04, eta: 0:36:23, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4440, loss: 1.4440 2020-07-03 00:08:15,841 - mmaction - INFO - Epoch [251][820/940] lr: 5.419e-04, eta: 0:36:13, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3295, loss: 1.3295 2020-07-03 00:08:24,764 - mmaction - INFO - Epoch [251][840/940] lr: 5.419e-04, eta: 0:36:04, time: 0.446, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3930, loss: 1.3930 2020-07-03 00:08:33,527 - mmaction - INFO - Epoch [251][860/940] lr: 5.419e-04, eta: 0:35:55, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3099, loss: 1.3099 2020-07-03 00:08:42,316 - mmaction - INFO - Epoch [251][880/940] lr: 5.419e-04, eta: 0:35:46, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5508, loss: 1.5508 2020-07-03 00:08:51,078 - mmaction - INFO - Epoch [251][900/940] lr: 5.419e-04, eta: 0:35:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8219, loss_cls: 1.5182, loss: 1.5182 2020-07-03 00:08:59,830 - mmaction - INFO - Epoch [251][920/940] lr: 5.419e-04, eta: 0:35:28, time: 0.438, data_time: 0.002, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8313, loss_cls: 1.4183, loss: 1.4183 2020-07-03 00:09:08,339 - mmaction - INFO - Epoch [251][940/940] lr: 5.419e-04, eta: 0:35:19, time: 0.426, data_time: 0.001, memory: 6328, top1_acc: 0.6851, top5_acc: 0.8279, loss_cls: 1.3391, loss: 1.3391 2020-07-03 00:09:23,846 - mmaction - INFO - Epoch [252][20/940] lr: 3.764e-04, eta: 0:35:10, time: 0.758, data_time: 0.252, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4327, loss: 1.4327 2020-07-03 00:09:32,639 - mmaction - INFO - Epoch [252][40/940] lr: 3.764e-04, eta: 0:35:01, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6699, loss: 1.6699 2020-07-03 00:09:41,428 - mmaction - INFO - Epoch [252][60/940] lr: 3.764e-04, eta: 0:34:52, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8156, loss_cls: 1.5739, loss: 1.5739 2020-07-03 00:09:50,229 - mmaction - INFO - Epoch [252][80/940] lr: 3.764e-04, eta: 0:34:43, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8094, loss_cls: 1.5792, loss: 1.5792 2020-07-03 00:09:59,075 - mmaction - INFO - Epoch [252][100/940] lr: 3.764e-04, eta: 0:34:34, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3830, loss: 1.3830 2020-07-03 00:10:07,881 - mmaction - INFO - Epoch [252][120/940] lr: 3.764e-04, eta: 0:34:25, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8344, loss_cls: 1.3966, loss: 1.3966 2020-07-03 00:10:16,737 - mmaction - INFO - Epoch [252][140/940] lr: 3.764e-04, eta: 0:34:16, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8250, loss_cls: 1.4952, loss: 1.4952 2020-07-03 00:10:25,634 - mmaction - INFO - Epoch [252][160/940] lr: 3.764e-04, eta: 0:34:07, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.3367, loss: 1.3367 2020-07-03 00:10:34,370 - mmaction - INFO - Epoch [252][180/940] lr: 3.764e-04, eta: 0:33:58, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8219, loss_cls: 1.4270, loss: 1.4270 2020-07-03 00:10:43,263 - mmaction - INFO - Epoch [252][200/940] lr: 3.764e-04, eta: 0:33:49, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8156, loss_cls: 1.5278, loss: 1.5278 2020-07-03 00:10:52,095 - mmaction - INFO - Epoch [252][220/940] lr: 3.764e-04, eta: 0:33:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3470, loss: 1.3470 2020-07-03 00:11:00,957 - mmaction - INFO - Epoch [252][240/940] lr: 3.764e-04, eta: 0:33:31, time: 0.444, data_time: 0.006, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3220, loss: 1.3220 2020-07-03 00:11:09,966 - mmaction - INFO - Epoch [252][260/940] lr: 3.764e-04, eta: 0:33:22, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2755, loss: 1.2755 2020-07-03 00:11:18,784 - mmaction - INFO - Epoch [252][280/940] lr: 3.764e-04, eta: 0:33:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2317, loss: 1.2317 2020-07-03 00:11:27,648 - mmaction - INFO - Epoch [252][300/940] lr: 3.764e-04, eta: 0:33:04, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4435, loss: 1.4435 2020-07-03 00:11:36,449 - mmaction - INFO - Epoch [252][320/940] lr: 3.764e-04, eta: 0:32:55, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3023, loss: 1.3023 2020-07-03 00:11:45,315 - mmaction - INFO - Epoch [252][340/940] lr: 3.764e-04, eta: 0:32:46, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.7063, top5_acc: 0.8375, loss_cls: 1.3103, loss: 1.3103 2020-07-03 00:11:54,084 - mmaction - INFO - Epoch [252][360/940] lr: 3.764e-04, eta: 0:32:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4802, loss: 1.4802 2020-07-03 00:12:03,392 - mmaction - INFO - Epoch [252][380/940] lr: 3.764e-04, eta: 0:32:28, time: 0.464, data_time: 0.000, memory: 6328, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.3231, loss: 1.3231 2020-07-03 00:12:12,224 - mmaction - INFO - Epoch [252][400/940] lr: 3.764e-04, eta: 0:32:19, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3992, loss: 1.3992 2020-07-03 00:12:21,548 - mmaction - INFO - Epoch [252][420/940] lr: 3.764e-04, eta: 0:32:10, time: 0.465, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4465, loss: 1.4465 2020-07-03 00:12:30,395 - mmaction - INFO - Epoch [252][440/940] lr: 3.764e-04, eta: 0:32:01, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4305, loss: 1.4305 2020-07-03 00:12:39,298 - mmaction - INFO - Epoch [252][460/940] lr: 3.764e-04, eta: 0:31:52, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4246, loss: 1.4246 2020-07-03 00:12:48,067 - mmaction - INFO - Epoch [252][480/940] lr: 3.764e-04, eta: 0:31:43, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4480, loss: 1.4480 2020-07-03 00:12:56,938 - mmaction - INFO - Epoch [252][500/940] lr: 3.764e-04, eta: 0:31:34, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.4153, loss: 1.4153 2020-07-03 00:13:05,772 - mmaction - INFO - Epoch [252][520/940] lr: 3.764e-04, eta: 0:31:25, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.5063, loss: 1.5063 2020-07-03 00:13:14,629 - mmaction - INFO - Epoch [252][540/940] lr: 3.764e-04, eta: 0:31:16, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.4825, loss: 1.4825 2020-07-03 00:13:24,033 - mmaction - INFO - Epoch [252][560/940] lr: 3.764e-04, eta: 0:31:07, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3746, loss: 1.3746 2020-07-03 00:13:32,838 - mmaction - INFO - Epoch [252][580/940] lr: 3.764e-04, eta: 0:30:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8187, loss_cls: 1.4861, loss: 1.4861 2020-07-03 00:13:41,713 - mmaction - INFO - Epoch [252][600/940] lr: 3.764e-04, eta: 0:30:49, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3464, loss: 1.3464 2020-07-03 00:13:50,501 - mmaction - INFO - Epoch [252][620/940] lr: 3.764e-04, eta: 0:30:40, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3935, loss: 1.3935 2020-07-03 00:13:59,681 - mmaction - INFO - Epoch [252][640/940] lr: 3.764e-04, eta: 0:30:31, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2800, loss: 1.2800 2020-07-03 00:14:08,481 - mmaction - INFO - Epoch [252][660/940] lr: 3.764e-04, eta: 0:30:22, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2549, loss: 1.2549 2020-07-03 00:14:17,304 - mmaction - INFO - Epoch [252][680/940] lr: 3.764e-04, eta: 0:30:13, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3084, loss: 1.3084 2020-07-03 00:14:26,174 - mmaction - INFO - Epoch [252][700/940] lr: 3.764e-04, eta: 0:30:04, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6017, loss: 1.6017 2020-07-03 00:14:35,027 - mmaction - INFO - Epoch [252][720/940] lr: 3.764e-04, eta: 0:29:55, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5084, loss: 1.5084 2020-07-03 00:14:43,833 - mmaction - INFO - Epoch [252][740/940] lr: 3.764e-04, eta: 0:29:46, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8313, loss_cls: 1.3508, loss: 1.3508 2020-07-03 00:14:52,679 - mmaction - INFO - Epoch [252][760/940] lr: 3.764e-04, eta: 0:29:37, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2384, loss: 1.2384 2020-07-03 00:15:01,439 - mmaction - INFO - Epoch [252][780/940] lr: 3.764e-04, eta: 0:29:28, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3612, loss: 1.3612 2020-07-03 00:15:10,363 - mmaction - INFO - Epoch [252][800/940] lr: 3.764e-04, eta: 0:29:19, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.5179, loss: 1.5179 2020-07-03 00:15:19,754 - mmaction - INFO - Epoch [252][820/940] lr: 3.764e-04, eta: 0:29:10, time: 0.471, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.3244, loss: 1.3244 2020-07-03 00:15:28,501 - mmaction - INFO - Epoch [252][840/940] lr: 3.764e-04, eta: 0:29:00, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8906, loss_cls: 1.2391, loss: 1.2391 2020-07-03 00:15:37,699 - mmaction - INFO - Epoch [252][860/940] lr: 3.764e-04, eta: 0:28:51, time: 0.459, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.2734, loss: 1.2734 2020-07-03 00:15:46,540 - mmaction - INFO - Epoch [252][880/940] lr: 3.764e-04, eta: 0:28:42, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2328, loss: 1.2328 2020-07-03 00:15:55,421 - mmaction - INFO - Epoch [252][900/940] lr: 3.764e-04, eta: 0:28:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4617, loss: 1.4617 2020-07-03 00:16:04,144 - mmaction - INFO - Epoch [252][920/940] lr: 3.764e-04, eta: 0:28:24, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.4030, loss: 1.4030 2020-07-03 00:16:12,690 - mmaction - INFO - Epoch [252][940/940] lr: 3.764e-04, eta: 0:28:15, time: 0.426, data_time: 0.002, memory: 6328, top1_acc: 0.6753, top5_acc: 0.8377, loss_cls: 1.4612, loss: 1.4612 2020-07-03 00:16:13,025 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-07-03 00:16:27,260 - mmaction - INFO - Epoch [253][20/940] lr: 2.409e-04, eta: 0:28:06, time: 0.635, data_time: 0.193, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5300, loss: 1.5300 2020-07-03 00:16:35,988 - mmaction - INFO - Epoch [253][40/940] lr: 2.409e-04, eta: 0:27:57, time: 0.436, data_time: 0.003, memory: 6328, top1_acc: 0.7031, top5_acc: 0.8469, loss_cls: 1.3329, loss: 1.3329 2020-07-03 00:16:44,713 - mmaction - INFO - Epoch [253][60/940] lr: 2.409e-04, eta: 0:27:48, time: 0.437, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.2725, loss: 1.2725 2020-07-03 00:16:53,514 - mmaction - INFO - Epoch [253][80/940] lr: 2.409e-04, eta: 0:27:39, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8125, loss_cls: 1.5266, loss: 1.5266 2020-07-03 00:17:02,338 - mmaction - INFO - Epoch [253][100/940] lr: 2.409e-04, eta: 0:27:30, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.4818, loss: 1.4818 2020-07-03 00:17:11,610 - mmaction - INFO - Epoch [253][120/940] lr: 2.409e-04, eta: 0:27:21, time: 0.464, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.4946, loss: 1.4946 2020-07-03 00:17:20,406 - mmaction - INFO - Epoch [253][140/940] lr: 2.409e-04, eta: 0:27:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.2319, loss: 1.2319 2020-07-03 00:17:29,445 - mmaction - INFO - Epoch [253][160/940] lr: 2.409e-04, eta: 0:27:03, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.1677, loss: 1.1677 2020-07-03 00:17:38,206 - mmaction - INFO - Epoch [253][180/940] lr: 2.409e-04, eta: 0:26:54, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3671, loss: 1.3671 2020-07-03 00:17:46,997 - mmaction - INFO - Epoch [253][200/940] lr: 2.409e-04, eta: 0:26:45, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2233, loss: 1.2233 2020-07-03 00:17:55,826 - mmaction - INFO - Epoch [253][220/940] lr: 2.409e-04, eta: 0:26:36, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8406, loss_cls: 1.3469, loss: 1.3469 2020-07-03 00:18:04,639 - mmaction - INFO - Epoch [253][240/940] lr: 2.409e-04, eta: 0:26:27, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.5683, loss: 1.5683 2020-07-03 00:18:13,462 - mmaction - INFO - Epoch [253][260/940] lr: 2.409e-04, eta: 0:26:18, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4414, loss: 1.4414 2020-07-03 00:18:22,243 - mmaction - INFO - Epoch [253][280/940] lr: 2.409e-04, eta: 0:26:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.2893, loss: 1.2893 2020-07-03 00:18:31,483 - mmaction - INFO - Epoch [253][300/940] lr: 2.409e-04, eta: 0:26:00, time: 0.461, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3076, loss: 1.3076 2020-07-03 00:18:40,234 - mmaction - INFO - Epoch [253][320/940] lr: 2.409e-04, eta: 0:25:51, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3784, loss: 1.3784 2020-07-03 00:18:49,531 - mmaction - INFO - Epoch [253][340/940] lr: 2.409e-04, eta: 0:25:42, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2891, loss: 1.2891 2020-07-03 00:18:58,334 - mmaction - INFO - Epoch [253][360/940] lr: 2.409e-04, eta: 0:25:33, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8187, loss_cls: 1.4498, loss: 1.4498 2020-07-03 00:19:07,123 - mmaction - INFO - Epoch [253][380/940] lr: 2.409e-04, eta: 0:25:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.3330, loss: 1.3330 2020-07-03 00:19:15,918 - mmaction - INFO - Epoch [253][400/940] lr: 2.409e-04, eta: 0:25:15, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8313, loss_cls: 1.4839, loss: 1.4839 2020-07-03 00:19:24,785 - mmaction - INFO - Epoch [253][420/940] lr: 2.409e-04, eta: 0:25:06, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3222, loss: 1.3222 2020-07-03 00:19:33,543 - mmaction - INFO - Epoch [253][440/940] lr: 2.409e-04, eta: 0:24:57, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8438, loss_cls: 1.3199, loss: 1.3199 2020-07-03 00:19:42,372 - mmaction - INFO - Epoch [253][460/940] lr: 2.409e-04, eta: 0:24:48, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2837, loss: 1.2837 2020-07-03 00:19:51,224 - mmaction - INFO - Epoch [253][480/940] lr: 2.409e-04, eta: 0:24:39, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.4022, loss: 1.4022 2020-07-03 00:20:00,096 - mmaction - INFO - Epoch [253][500/940] lr: 2.409e-04, eta: 0:24:30, time: 0.445, data_time: 0.003, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4244, loss: 1.4244 2020-07-03 00:20:08,897 - mmaction - INFO - Epoch [253][520/940] lr: 2.409e-04, eta: 0:24:21, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.3249, loss: 1.3249 2020-07-03 00:20:17,680 - mmaction - INFO - Epoch [253][540/940] lr: 2.409e-04, eta: 0:24:12, time: 0.438, data_time: 0.000, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5289, loss: 1.5289 2020-07-03 00:20:26,513 - mmaction - INFO - Epoch [253][560/940] lr: 2.409e-04, eta: 0:24:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.5066, loss: 1.5066 2020-07-03 00:20:36,203 - mmaction - INFO - Epoch [253][580/940] lr: 2.409e-04, eta: 0:23:54, time: 0.486, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4610, loss: 1.4610 2020-07-03 00:20:45,028 - mmaction - INFO - Epoch [253][600/940] lr: 2.409e-04, eta: 0:23:45, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4070, loss: 1.4070 2020-07-03 00:20:54,388 - mmaction - INFO - Epoch [253][620/940] lr: 2.409e-04, eta: 0:23:36, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8406, loss_cls: 1.3449, loss: 1.3449 2020-07-03 00:21:03,242 - mmaction - INFO - Epoch [253][640/940] lr: 2.409e-04, eta: 0:23:27, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.3993, loss: 1.3993 2020-07-03 00:21:12,098 - mmaction - INFO - Epoch [253][660/940] lr: 2.409e-04, eta: 0:23:18, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.3087, loss: 1.3087 2020-07-03 00:21:20,885 - mmaction - INFO - Epoch [253][680/940] lr: 2.409e-04, eta: 0:23:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.4023, loss: 1.4023 2020-07-03 00:21:29,868 - mmaction - INFO - Epoch [253][700/940] lr: 2.409e-04, eta: 0:23:00, time: 0.450, data_time: 0.002, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.5341, loss: 1.5341 2020-07-03 00:21:38,670 - mmaction - INFO - Epoch [253][720/940] lr: 2.409e-04, eta: 0:22:51, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.5922, loss: 1.5922 2020-07-03 00:21:47,558 - mmaction - INFO - Epoch [253][740/940] lr: 2.409e-04, eta: 0:22:42, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4869, loss: 1.4869 2020-07-03 00:21:56,389 - mmaction - INFO - Epoch [253][760/940] lr: 2.409e-04, eta: 0:22:33, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.2968, loss: 1.2968 2020-07-03 00:22:05,117 - mmaction - INFO - Epoch [253][780/940] lr: 2.409e-04, eta: 0:22:24, time: 0.437, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8125, loss_cls: 1.4719, loss: 1.4719 2020-07-03 00:22:13,881 - mmaction - INFO - Epoch [253][800/940] lr: 2.409e-04, eta: 0:22:15, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4467, loss: 1.4467 2020-07-03 00:22:22,671 - mmaction - INFO - Epoch [253][820/940] lr: 2.409e-04, eta: 0:22:05, time: 0.439, data_time: 0.000, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.3697, loss: 1.3697 2020-07-03 00:22:31,464 - mmaction - INFO - Epoch [253][840/940] lr: 2.409e-04, eta: 0:21:56, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3143, loss: 1.3143 2020-07-03 00:22:40,345 - mmaction - INFO - Epoch [253][860/940] lr: 2.409e-04, eta: 0:21:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.7937, loss_cls: 1.6206, loss: 1.6206 2020-07-03 00:22:49,129 - mmaction - INFO - Epoch [253][880/940] lr: 2.409e-04, eta: 0:21:38, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8313, loss_cls: 1.4530, loss: 1.4530 2020-07-03 00:22:57,964 - mmaction - INFO - Epoch [253][900/940] lr: 2.409e-04, eta: 0:21:29, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.6183, loss: 1.6183 2020-07-03 00:23:06,755 - mmaction - INFO - Epoch [253][920/940] lr: 2.409e-04, eta: 0:21:20, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4088, loss: 1.4088 2020-07-03 00:23:15,184 - mmaction - INFO - Epoch [253][940/940] lr: 2.409e-04, eta: 0:21:11, time: 0.421, data_time: 0.002, memory: 6328, top1_acc: 0.6331, top5_acc: 0.8344, loss_cls: 1.5054, loss: 1.5054 2020-07-03 00:23:29,624 - mmaction - INFO - Epoch [254][20/940] lr: 1.355e-04, eta: 0:21:02, time: 0.704, data_time: 0.267, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8094, loss_cls: 1.5289, loss: 1.5289 2020-07-03 00:23:38,464 - mmaction - INFO - Epoch [254][40/940] lr: 1.355e-04, eta: 0:20:53, time: 0.442, data_time: 0.004, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.3140, loss: 1.3140 2020-07-03 00:23:47,368 - mmaction - INFO - Epoch [254][60/940] lr: 1.355e-04, eta: 0:20:44, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4525, loss: 1.4525 2020-07-03 00:23:56,272 - mmaction - INFO - Epoch [254][80/940] lr: 1.355e-04, eta: 0:20:35, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8469, loss_cls: 1.3090, loss: 1.3090 2020-07-03 00:24:05,050 - mmaction - INFO - Epoch [254][100/940] lr: 1.355e-04, eta: 0:20:26, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3813, loss: 1.3813 2020-07-03 00:24:13,949 - mmaction - INFO - Epoch [254][120/940] lr: 1.355e-04, eta: 0:20:17, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4989, loss: 1.4989 2020-07-03 00:24:22,866 - mmaction - INFO - Epoch [254][140/940] lr: 1.355e-04, eta: 0:20:08, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2970, loss: 1.2970 2020-07-03 00:24:31,670 - mmaction - INFO - Epoch [254][160/940] lr: 1.355e-04, eta: 0:19:59, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.2990, loss: 1.2990 2020-07-03 00:24:40,504 - mmaction - INFO - Epoch [254][180/940] lr: 1.355e-04, eta: 0:19:50, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.4743, loss: 1.4743 2020-07-03 00:24:49,902 - mmaction - INFO - Epoch [254][200/940] lr: 1.355e-04, eta: 0:19:41, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8406, loss_cls: 1.3539, loss: 1.3539 2020-07-03 00:24:58,725 - mmaction - INFO - Epoch [254][220/940] lr: 1.355e-04, eta: 0:19:32, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8375, loss_cls: 1.3142, loss: 1.3142 2020-07-03 00:25:07,690 - mmaction - INFO - Epoch [254][240/940] lr: 1.355e-04, eta: 0:19:23, time: 0.448, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.2981, loss: 1.2981 2020-07-03 00:25:16,512 - mmaction - INFO - Epoch [254][260/940] lr: 1.355e-04, eta: 0:19:14, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4470, loss: 1.4470 2020-07-03 00:25:25,364 - mmaction - INFO - Epoch [254][280/940] lr: 1.355e-04, eta: 0:19:05, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.3954, loss: 1.3954 2020-07-03 00:25:34,223 - mmaction - INFO - Epoch [254][300/940] lr: 1.355e-04, eta: 0:18:56, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2384, loss: 1.2384 2020-07-03 00:25:43,083 - mmaction - INFO - Epoch [254][320/940] lr: 1.355e-04, eta: 0:18:47, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3574, loss: 1.3574 2020-07-03 00:25:51,885 - mmaction - INFO - Epoch [254][340/940] lr: 1.355e-04, eta: 0:18:38, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.2920, loss: 1.2920 2020-07-03 00:26:00,706 - mmaction - INFO - Epoch [254][360/940] lr: 1.355e-04, eta: 0:18:29, time: 0.441, data_time: 0.004, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8156, loss_cls: 1.4095, loss: 1.4095 2020-07-03 00:26:09,482 - mmaction - INFO - Epoch [254][380/940] lr: 1.355e-04, eta: 0:18:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.4092, loss: 1.4092 2020-07-03 00:26:18,293 - mmaction - INFO - Epoch [254][400/940] lr: 1.355e-04, eta: 0:18:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8406, loss_cls: 1.3276, loss: 1.3276 2020-07-03 00:26:27,111 - mmaction - INFO - Epoch [254][420/940] lr: 1.355e-04, eta: 0:18:02, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2747, loss: 1.2747 2020-07-03 00:26:36,300 - mmaction - INFO - Epoch [254][440/940] lr: 1.355e-04, eta: 0:17:53, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4469, loss: 1.4469 2020-07-03 00:26:45,076 - mmaction - INFO - Epoch [254][460/940] lr: 1.355e-04, eta: 0:17:44, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.3028, loss: 1.3028 2020-07-03 00:26:53,908 - mmaction - INFO - Epoch [254][480/940] lr: 1.355e-04, eta: 0:17:35, time: 0.443, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.4131, loss: 1.4131 2020-07-03 00:27:03,207 - mmaction - INFO - Epoch [254][500/940] lr: 1.355e-04, eta: 0:17:26, time: 0.464, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3769, loss: 1.3769 2020-07-03 00:27:12,072 - mmaction - INFO - Epoch [254][520/940] lr: 1.355e-04, eta: 0:17:17, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3024, loss: 1.3024 2020-07-03 00:27:20,858 - mmaction - INFO - Epoch [254][540/940] lr: 1.355e-04, eta: 0:17:08, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4256, loss: 1.4256 2020-07-03 00:27:30,161 - mmaction - INFO - Epoch [254][560/940] lr: 1.355e-04, eta: 0:16:59, time: 0.465, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.3641, loss: 1.3641 2020-07-03 00:27:39,042 - mmaction - INFO - Epoch [254][580/940] lr: 1.355e-04, eta: 0:16:50, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.4143, loss: 1.4143 2020-07-03 00:27:48,414 - mmaction - INFO - Epoch [254][600/940] lr: 1.355e-04, eta: 0:16:41, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8250, loss_cls: 1.5249, loss: 1.5249 2020-07-03 00:27:57,248 - mmaction - INFO - Epoch [254][620/940] lr: 1.355e-04, eta: 0:16:32, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.5192, loss: 1.5192 2020-07-03 00:28:06,038 - mmaction - INFO - Epoch [254][640/940] lr: 1.355e-04, eta: 0:16:23, time: 0.440, data_time: 0.002, memory: 6328, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.6402, loss: 1.6402 2020-07-03 00:28:14,815 - mmaction - INFO - Epoch [254][660/940] lr: 1.355e-04, eta: 0:16:14, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4912, loss: 1.4912 2020-07-03 00:28:23,718 - mmaction - INFO - Epoch [254][680/940] lr: 1.355e-04, eta: 0:16:05, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.7094, top5_acc: 0.8562, loss_cls: 1.3483, loss: 1.3483 2020-07-03 00:28:32,577 - mmaction - INFO - Epoch [254][700/940] lr: 1.355e-04, eta: 0:15:56, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4821, loss: 1.4821 2020-07-03 00:28:41,471 - mmaction - INFO - Epoch [254][720/940] lr: 1.355e-04, eta: 0:15:47, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.4819, loss: 1.4819 2020-07-03 00:28:50,285 - mmaction - INFO - Epoch [254][740/940] lr: 1.355e-04, eta: 0:15:38, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6082, loss: 1.6082 2020-07-03 00:28:59,067 - mmaction - INFO - Epoch [254][760/940] lr: 1.355e-04, eta: 0:15:29, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4293, loss: 1.4293 2020-07-03 00:29:07,848 - mmaction - INFO - Epoch [254][780/940] lr: 1.355e-04, eta: 0:15:20, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.3845, loss: 1.3845 2020-07-03 00:29:16,642 - mmaction - INFO - Epoch [254][800/940] lr: 1.355e-04, eta: 0:15:11, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4204, loss: 1.4204 2020-07-03 00:29:25,449 - mmaction - INFO - Epoch [254][820/940] lr: 1.355e-04, eta: 0:15:02, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.2040, loss: 1.2040 2020-07-03 00:29:34,336 - mmaction - INFO - Epoch [254][840/940] lr: 1.355e-04, eta: 0:14:53, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8219, loss_cls: 1.4351, loss: 1.4351 2020-07-03 00:29:43,161 - mmaction - INFO - Epoch [254][860/940] lr: 1.355e-04, eta: 0:14:43, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2871, loss: 1.2871 2020-07-03 00:29:51,927 - mmaction - INFO - Epoch [254][880/940] lr: 1.355e-04, eta: 0:14:34, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3577, loss: 1.3577 2020-07-03 00:30:00,714 - mmaction - INFO - Epoch [254][900/940] lr: 1.355e-04, eta: 0:14:25, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.3853, loss: 1.3853 2020-07-03 00:30:09,543 - mmaction - INFO - Epoch [254][920/940] lr: 1.355e-04, eta: 0:14:16, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6156, top5_acc: 0.7937, loss_cls: 1.6202, loss: 1.6202 2020-07-03 00:30:18,006 - mmaction - INFO - Epoch [254][940/940] lr: 1.355e-04, eta: 0:14:07, time: 0.423, data_time: 0.001, memory: 6328, top1_acc: 0.6494, top5_acc: 0.8279, loss_cls: 1.4452, loss: 1.4452 2020-07-03 00:30:32,596 - mmaction - INFO - Epoch [255][20/940] lr: 6.024e-05, eta: 0:13:58, time: 0.712, data_time: 0.265, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.4150, loss: 1.4150 2020-07-03 00:30:41,437 - mmaction - INFO - Epoch [255][40/940] lr: 6.024e-05, eta: 0:13:49, time: 0.442, data_time: 0.003, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8406, loss_cls: 1.3789, loss: 1.3789 2020-07-03 00:30:50,265 - mmaction - INFO - Epoch [255][60/940] lr: 6.024e-05, eta: 0:13:40, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8344, loss_cls: 1.4084, loss: 1.4084 2020-07-03 00:30:59,137 - mmaction - INFO - Epoch [255][80/940] lr: 6.024e-05, eta: 0:13:31, time: 0.444, data_time: 0.000, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.4413, loss: 1.4413 2020-07-03 00:31:07,993 - mmaction - INFO - Epoch [255][100/940] lr: 6.024e-05, eta: 0:13:22, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8250, loss_cls: 1.4537, loss: 1.4537 2020-07-03 00:31:17,418 - mmaction - INFO - Epoch [255][120/940] lr: 6.024e-05, eta: 0:13:13, time: 0.470, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.6470, loss: 1.6470 2020-07-03 00:31:26,126 - mmaction - INFO - Epoch [255][140/940] lr: 6.024e-05, eta: 0:13:04, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2436, loss: 1.2436 2020-07-03 00:31:35,393 - mmaction - INFO - Epoch [255][160/940] lr: 6.024e-05, eta: 0:12:55, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.5607, loss: 1.5607 2020-07-03 00:31:44,213 - mmaction - INFO - Epoch [255][180/940] lr: 6.024e-05, eta: 0:12:46, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2725, loss: 1.2725 2020-07-03 00:31:53,000 - mmaction - INFO - Epoch [255][200/940] lr: 6.024e-05, eta: 0:12:37, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8469, loss_cls: 1.2969, loss: 1.2969 2020-07-03 00:32:01,842 - mmaction - INFO - Epoch [255][220/940] lr: 6.024e-05, eta: 0:12:28, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2006, loss: 1.2006 2020-07-03 00:32:10,756 - mmaction - INFO - Epoch [255][240/940] lr: 6.024e-05, eta: 0:12:19, time: 0.447, data_time: 0.002, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2616, loss: 1.2616 2020-07-03 00:32:19,931 - mmaction - INFO - Epoch [255][260/940] lr: 6.024e-05, eta: 0:12:10, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2653, loss: 1.2653 2020-07-03 00:32:29,109 - mmaction - INFO - Epoch [255][280/940] lr: 6.024e-05, eta: 0:12:01, time: 0.459, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3682, loss: 1.3682 2020-07-03 00:32:38,341 - mmaction - INFO - Epoch [255][300/940] lr: 6.024e-05, eta: 0:11:52, time: 0.460, data_time: 0.000, memory: 6328, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3508, loss: 1.3508 2020-07-03 00:32:47,724 - mmaction - INFO - Epoch [255][320/940] lr: 6.024e-05, eta: 0:11:43, time: 0.469, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8187, loss_cls: 1.4765, loss: 1.4765 2020-07-03 00:32:56,540 - mmaction - INFO - Epoch [255][340/940] lr: 6.024e-05, eta: 0:11:34, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.3406, loss: 1.3406 2020-07-03 00:33:05,415 - mmaction - INFO - Epoch [255][360/940] lr: 6.024e-05, eta: 0:11:25, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8219, loss_cls: 1.4883, loss: 1.4883 2020-07-03 00:33:14,280 - mmaction - INFO - Epoch [255][380/940] lr: 6.024e-05, eta: 0:11:16, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4333, loss: 1.4333 2020-07-03 00:33:23,109 - mmaction - INFO - Epoch [255][400/940] lr: 6.024e-05, eta: 0:11:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3995, loss: 1.3995 2020-07-03 00:33:31,993 - mmaction - INFO - Epoch [255][420/940] lr: 6.024e-05, eta: 0:10:58, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4003, loss: 1.4003 2020-07-03 00:33:40,900 - mmaction - INFO - Epoch [255][440/940] lr: 6.024e-05, eta: 0:10:49, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1452, loss: 1.1452 2020-07-03 00:33:49,727 - mmaction - INFO - Epoch [255][460/940] lr: 6.024e-05, eta: 0:10:40, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8344, loss_cls: 1.4901, loss: 1.4901 2020-07-03 00:33:58,930 - mmaction - INFO - Epoch [255][480/940] lr: 6.024e-05, eta: 0:10:31, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3550, loss: 1.3550 2020-07-03 00:34:08,291 - mmaction - INFO - Epoch [255][500/940] lr: 6.024e-05, eta: 0:10:22, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8063, loss_cls: 1.6015, loss: 1.6015 2020-07-03 00:34:17,200 - mmaction - INFO - Epoch [255][520/940] lr: 6.024e-05, eta: 0:10:13, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.4979, loss: 1.4979 2020-07-03 00:34:26,102 - mmaction - INFO - Epoch [255][540/940] lr: 6.024e-05, eta: 0:10:04, time: 0.446, data_time: 0.002, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4558, loss: 1.4558 2020-07-03 00:34:35,003 - mmaction - INFO - Epoch [255][560/940] lr: 6.024e-05, eta: 0:09:55, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.7219, top5_acc: 0.8594, loss_cls: 1.2403, loss: 1.2403 2020-07-03 00:34:43,780 - mmaction - INFO - Epoch [255][580/940] lr: 6.024e-05, eta: 0:09:46, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.2294, loss: 1.2294 2020-07-03 00:34:52,604 - mmaction - INFO - Epoch [255][600/940] lr: 6.024e-05, eta: 0:09:37, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8562, loss_cls: 1.4329, loss: 1.4329 2020-07-03 00:35:01,407 - mmaction - INFO - Epoch [255][620/940] lr: 6.024e-05, eta: 0:09:28, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8594, loss_cls: 1.3809, loss: 1.3809 2020-07-03 00:35:10,203 - mmaction - INFO - Epoch [255][640/940] lr: 6.024e-05, eta: 0:09:19, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.4426, loss: 1.4426 2020-07-03 00:35:19,466 - mmaction - INFO - Epoch [255][660/940] lr: 6.024e-05, eta: 0:09:10, time: 0.462, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.2866, loss: 1.2866 2020-07-03 00:35:28,252 - mmaction - INFO - Epoch [255][680/940] lr: 6.024e-05, eta: 0:09:01, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.4001, loss: 1.4001 2020-07-03 00:35:37,068 - mmaction - INFO - Epoch [255][700/940] lr: 6.024e-05, eta: 0:08:52, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3859, loss: 1.3859 2020-07-03 00:35:45,788 - mmaction - INFO - Epoch [255][720/940] lr: 6.024e-05, eta: 0:08:43, time: 0.436, data_time: 0.002, memory: 6328, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5280, loss: 1.5280 2020-07-03 00:35:55,129 - mmaction - INFO - Epoch [255][740/940] lr: 6.024e-05, eta: 0:08:34, time: 0.467, data_time: 0.001, memory: 6328, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2071, loss: 1.2071 2020-07-03 00:36:03,929 - mmaction - INFO - Epoch [255][760/940] lr: 6.024e-05, eta: 0:08:25, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1319, loss: 1.1319 2020-07-03 00:36:12,791 - mmaction - INFO - Epoch [255][780/940] lr: 6.024e-05, eta: 0:08:16, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2912, loss: 1.2912 2020-07-03 00:36:21,607 - mmaction - INFO - Epoch [255][800/940] lr: 6.024e-05, eta: 0:08:07, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3589, loss: 1.3589 2020-07-03 00:36:30,401 - mmaction - INFO - Epoch [255][820/940] lr: 6.024e-05, eta: 0:07:58, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3498, loss: 1.3498 2020-07-03 00:36:39,216 - mmaction - INFO - Epoch [255][840/940] lr: 6.024e-05, eta: 0:07:49, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.1771, loss: 1.1771 2020-07-03 00:36:48,044 - mmaction - INFO - Epoch [255][860/940] lr: 6.024e-05, eta: 0:07:40, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8187, loss_cls: 1.3690, loss: 1.3690 2020-07-03 00:36:56,830 - mmaction - INFO - Epoch [255][880/940] lr: 6.024e-05, eta: 0:07:31, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3212, loss: 1.3212 2020-07-03 00:37:05,679 - mmaction - INFO - Epoch [255][900/940] lr: 6.024e-05, eta: 0:07:21, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8156, loss_cls: 1.5003, loss: 1.5003 2020-07-03 00:37:14,483 - mmaction - INFO - Epoch [255][920/940] lr: 6.024e-05, eta: 0:07:12, time: 0.440, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8063, loss_cls: 1.5052, loss: 1.5052 2020-07-03 00:37:22,879 - mmaction - INFO - Epoch [255][940/940] lr: 6.024e-05, eta: 0:07:03, time: 0.420, data_time: 0.001, memory: 6328, top1_acc: 0.6916, top5_acc: 0.8442, loss_cls: 1.3424, loss: 1.3424 2020-07-03 00:37:40,051 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 00:37:40,932 - mmaction - INFO - top1_acc 0.6635 top5_acc 0.8578 2020-07-03 00:37:40,932 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 00:37:40,990 - mmaction - INFO - mean_acc 0.6634 2020-07-03 00:37:40,999 - mmaction - INFO - Epoch [255][940/940] lr: 6.024e-05, top1_acc: 0.6635, top5_acc: 0.8578, mean_class_accuracy: 0.6634 2020-07-03 00:37:54,346 - mmaction - INFO - Epoch [256][20/940] lr: 1.506e-05, eta: 0:06:54, time: 0.667, data_time: 0.195, memory: 6328, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4725, loss: 1.4725 2020-07-03 00:38:03,279 - mmaction - INFO - Epoch [256][40/940] lr: 1.506e-05, eta: 0:06:45, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3520, loss: 1.3520 2020-07-03 00:38:12,134 - mmaction - INFO - Epoch [256][60/940] lr: 1.506e-05, eta: 0:06:36, time: 0.444, data_time: 0.003, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3521, loss: 1.3521 2020-07-03 00:38:21,139 - mmaction - INFO - Epoch [256][80/940] lr: 1.506e-05, eta: 0:06:27, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8344, loss_cls: 1.4537, loss: 1.4537 2020-07-03 00:38:30,367 - mmaction - INFO - Epoch [256][100/940] lr: 1.506e-05, eta: 0:06:18, time: 0.460, data_time: 0.000, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8281, loss_cls: 1.4023, loss: 1.4023 2020-07-03 00:38:39,244 - mmaction - INFO - Epoch [256][120/940] lr: 1.506e-05, eta: 0:06:09, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2570, loss: 1.2570 2020-07-03 00:38:48,084 - mmaction - INFO - Epoch [256][140/940] lr: 1.506e-05, eta: 0:06:00, time: 0.442, data_time: 0.000, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3980, loss: 1.3980 2020-07-03 00:38:56,983 - mmaction - INFO - Epoch [256][160/940] lr: 1.506e-05, eta: 0:05:51, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.5240, loss: 1.5240 2020-07-03 00:39:05,739 - mmaction - INFO - Epoch [256][180/940] lr: 1.506e-05, eta: 0:05:42, time: 0.438, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8438, loss_cls: 1.3642, loss: 1.3642 2020-07-03 00:39:14,766 - mmaction - INFO - Epoch [256][200/940] lr: 1.506e-05, eta: 0:05:33, time: 0.451, data_time: 0.001, memory: 6328, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5499, loss: 1.5499 2020-07-03 00:39:23,804 - mmaction - INFO - Epoch [256][220/940] lr: 1.506e-05, eta: 0:05:24, time: 0.452, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3889, loss: 1.3889 2020-07-03 00:39:32,965 - mmaction - INFO - Epoch [256][240/940] lr: 1.506e-05, eta: 0:05:15, time: 0.458, data_time: 0.001, memory: 6328, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5316, loss: 1.5316 2020-07-03 00:39:41,881 - mmaction - INFO - Epoch [256][260/940] lr: 1.506e-05, eta: 0:05:06, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3606, loss: 1.3606 2020-07-03 00:39:50,725 - mmaction - INFO - Epoch [256][280/940] lr: 1.506e-05, eta: 0:04:57, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2440, loss: 1.2440 2020-07-03 00:39:59,553 - mmaction - INFO - Epoch [256][300/940] lr: 1.506e-05, eta: 0:04:48, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.1856, loss: 1.1856 2020-07-03 00:40:08,389 - mmaction - INFO - Epoch [256][320/940] lr: 1.506e-05, eta: 0:04:39, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6813, top5_acc: 0.8281, loss_cls: 1.4180, loss: 1.4180 2020-07-03 00:40:17,573 - mmaction - INFO - Epoch [256][340/940] lr: 1.506e-05, eta: 0:04:30, time: 0.460, data_time: 0.001, memory: 6328, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.2115, loss: 1.2115 2020-07-03 00:40:26,590 - mmaction - INFO - Epoch [256][360/940] lr: 1.506e-05, eta: 0:04:21, time: 0.450, data_time: 0.001, memory: 6328, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.2346, loss: 1.2346 2020-07-03 00:40:35,455 - mmaction - INFO - Epoch [256][380/940] lr: 1.506e-05, eta: 0:04:12, time: 0.444, data_time: 0.002, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.3849, loss: 1.3849 2020-07-03 00:40:44,285 - mmaction - INFO - Epoch [256][400/940] lr: 1.506e-05, eta: 0:04:03, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3450, loss: 1.3450 2020-07-03 00:40:53,097 - mmaction - INFO - Epoch [256][420/940] lr: 1.506e-05, eta: 0:03:54, time: 0.441, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.2643, loss: 1.2643 2020-07-03 00:41:01,946 - mmaction - INFO - Epoch [256][440/940] lr: 1.506e-05, eta: 0:03:45, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.4683, loss: 1.4683 2020-07-03 00:41:10,745 - mmaction - INFO - Epoch [256][460/940] lr: 1.506e-05, eta: 0:03:36, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4663, loss: 1.4663 2020-07-03 00:41:19,627 - mmaction - INFO - Epoch [256][480/940] lr: 1.506e-05, eta: 0:03:27, time: 0.445, data_time: 0.002, memory: 6328, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.4163, loss: 1.4163 2020-07-03 00:41:28,991 - mmaction - INFO - Epoch [256][500/940] lr: 1.506e-05, eta: 0:03:18, time: 0.468, data_time: 0.002, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4945, loss: 1.4945 2020-07-03 00:41:37,823 - mmaction - INFO - Epoch [256][520/940] lr: 1.506e-05, eta: 0:03:09, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2826, loss: 1.2826 2020-07-03 00:41:47,178 - mmaction - INFO - Epoch [256][540/940] lr: 1.506e-05, eta: 0:03:00, time: 0.468, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3471, loss: 1.3471 2020-07-03 00:41:55,975 - mmaction - INFO - Epoch [256][560/940] lr: 1.506e-05, eta: 0:02:51, time: 0.439, data_time: 0.002, memory: 6328, top1_acc: 0.6844, top5_acc: 0.8375, loss_cls: 1.3804, loss: 1.3804 2020-07-03 00:42:04,799 - mmaction - INFO - Epoch [256][580/940] lr: 1.506e-05, eta: 0:02:42, time: 0.442, data_time: 0.002, memory: 6328, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3900, loss: 1.3900 2020-07-03 00:42:13,677 - mmaction - INFO - Epoch [256][600/940] lr: 1.506e-05, eta: 0:02:33, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4657, loss: 1.4657 2020-07-03 00:42:22,450 - mmaction - INFO - Epoch [256][620/940] lr: 1.506e-05, eta: 0:02:24, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3232, loss: 1.3232 2020-07-03 00:42:31,280 - mmaction - INFO - Epoch [256][640/940] lr: 1.506e-05, eta: 0:02:15, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3216, loss: 1.3216 2020-07-03 00:42:40,147 - mmaction - INFO - Epoch [256][660/940] lr: 1.506e-05, eta: 0:02:06, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4193, loss: 1.4193 2020-07-03 00:42:49,453 - mmaction - INFO - Epoch [256][680/940] lr: 1.506e-05, eta: 0:01:57, time: 0.465, data_time: 0.002, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3613, loss: 1.3613 2020-07-03 00:42:58,617 - mmaction - INFO - Epoch [256][700/940] lr: 1.506e-05, eta: 0:01:48, time: 0.459, data_time: 0.002, memory: 6328, top1_acc: 0.7094, top5_acc: 0.8406, loss_cls: 1.3716, loss: 1.3716 2020-07-03 00:43:07,484 - mmaction - INFO - Epoch [256][720/940] lr: 1.506e-05, eta: 0:01:39, time: 0.443, data_time: 0.001, memory: 6328, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4856, loss: 1.4856 2020-07-03 00:43:16,388 - mmaction - INFO - Epoch [256][740/940] lr: 1.506e-05, eta: 0:01:30, time: 0.445, data_time: 0.001, memory: 6328, top1_acc: 0.6687, top5_acc: 0.8281, loss_cls: 1.5111, loss: 1.5111 2020-07-03 00:43:25,257 - mmaction - INFO - Epoch [256][760/940] lr: 1.506e-05, eta: 0:01:21, time: 0.444, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8344, loss_cls: 1.3796, loss: 1.3796 2020-07-03 00:43:34,039 - mmaction - INFO - Epoch [256][780/940] lr: 1.506e-05, eta: 0:01:12, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.5602, loss: 1.5602 2020-07-03 00:43:42,805 - mmaction - INFO - Epoch [256][800/940] lr: 1.506e-05, eta: 0:01:03, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2817, loss: 1.2817 2020-07-03 00:43:51,613 - mmaction - INFO - Epoch [256][820/940] lr: 1.506e-05, eta: 0:00:54, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6906, top5_acc: 0.8969, loss_cls: 1.2939, loss: 1.2939 2020-07-03 00:44:00,442 - mmaction - INFO - Epoch [256][840/940] lr: 1.506e-05, eta: 0:00:45, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6719, top5_acc: 0.8281, loss_cls: 1.4129, loss: 1.4129 2020-07-03 00:44:09,253 - mmaction - INFO - Epoch [256][860/940] lr: 1.506e-05, eta: 0:00:36, time: 0.441, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8250, loss_cls: 1.5115, loss: 1.5115 2020-07-03 00:44:18,092 - mmaction - INFO - Epoch [256][880/940] lr: 1.506e-05, eta: 0:00:27, time: 0.442, data_time: 0.001, memory: 6328, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3432, loss: 1.3432 2020-07-03 00:44:26,849 - mmaction - INFO - Epoch [256][900/940] lr: 1.506e-05, eta: 0:00:18, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5409, loss: 1.5409 2020-07-03 00:44:35,647 - mmaction - INFO - Epoch [256][920/940] lr: 1.506e-05, eta: 0:00:09, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3818, loss: 1.3818 2020-07-03 00:44:44,407 - mmaction - INFO - Epoch [256][940/940] lr: 1.506e-05, eta: 0:00:00, time: 0.439, data_time: 0.001, memory: 6328, top1_acc: 0.6104, top5_acc: 0.8052, loss_cls: 1.6072, loss: 1.6072 2020-07-03 00:44:44,756 - mmaction - INFO - Saving checkpoint at 256 epochs